COMPOSITIONS AND METHODS FOR USING GENETICALLY MODIFIED ENZYMES

Information

  • Patent Application
  • 20230029027
  • Publication Number
    20230029027
  • Date Filed
    April 13, 2020
    4 years ago
  • Date Published
    January 26, 2023
    a year ago
Abstract
The disclosure relates to the biosynthesis of cannabinoids and related prenylated phenolic compounds using recombinant enzymes. In particular, the disclosure provides recombinant prenyltransferase enzymes engineered to produce a greater amount of a desired product, or to have a greater ability to catalyze a reaction using a desired substrate, as compared to the wild type prenyltransferase. The disclosure also provides methods of preparing such recombinant enzymes; as well as methods of use thereof in improving the biosynthesis of cannabinoids and related prenylated phenolic compounds.
Description
TECHNICAL FIELD

The present disclosure is generally related to the biosynthesis of organic compounds, such as cannabinoids, using recombinant enzymes, such as recombinant aromatic prenyltransferases.


INCORPORATION BY REFERENCE OF SEQUENCE LISTING

The contents of the text file named “REBI_002_00US_SeqList_ST25.txt”, which was created on Apr. 12, 2019 and is 1.19 megabytes in size, are hereby incorporated by reference in its entirety.


BACKGROUND

Cannabinoids include a group of more than 100 chemical compounds mainly found in the plant Cannabis sativa L. Due to the unique interaction of cannabinoids with the human endocannabinoid system, many of these compounds are potential therapeutic agents for the treatment of several medical conditions. For instance, the psychoactive compound Δ9-tetrahydrocannabinol (Δ9-THC) has been used in the treatment of pain and other medical conditions. Several synthetic Cannabis-based preparations have been used in the USA, Canada and other countries as an authorized treatment for nausea and vomiting in cancer chemotherapy, appetite loss in acquired immune deficiency syndrome and symptomatic relief of neuropathic pain in multiple sclerosis.


Cannabinoids are terpenophenolic compounds, produced from fatty acids and isoprenoid precursors as part of the secondary metabolism of Cannabis. The main cannabinoids produced by Cannabis are Δ9-tetrahydrocannabidiol (THC), cannabidiol (CBD) and cannabinol (CBN), followed by cannabigerol (CBG), cannabichromene (CBC) and other minor constituents. Currently, Δ9-THC and CBD are either extracted from the plant or chemically synthesized. However, agricultural production of cannabinoids faces challenges such as plant susceptibility to climate and diseases, low content of less-abundant cannabinoids, and need for extraction of cannabinoids by chemical processing. Furthermore, chemical synthesis of cannabinoids has failed to be a cost-effective alternative mainly because of complex synthesis leading to high production cost and low yields.


Therefore, there is a pressing need for biotechnology-based synthetic biology approaches which can enable the synthesis of high-quality cannabinoids in a cost-effective and environmentally friendly manner. Further, there is also a need for the synthesis of a diverse group of chemical compounds including not limited to cannabinoids using similar synthetic biology approaches.


SUMMARY

The disclosure provides recombinant polypeptides comprising an amino acid sequence with at least 80% identity to the amino acid sequence of a prenyltransferase, wherein the recombinant polypeptide comprises at least one amino acid substitution compared to the amino acid sequence of the prenyltransferase, wherein said recombinant polypeptide converts a substrate and a prenyl donor to at least one prenylated product, and wherein the recombinant polypeptide produces a ratio of an amount of the at least one prenylated product to an amount of total prenylated products that is higher than the prenyltransferase under the same condition.


In some aspects, the recombinant polypeptide comprises an amino acid sequence with at least 95% identity to the amino acid sequence of the prenyltransferase. In some aspects, the amino acid sequence has at least 96%, 97%, 98%, or 99% sequence identity to the amino acid sequence of the prenyltransferase. In some aspects, the at least one amino acid substitution comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, or 15 amino acid substitutions to the amino acid sequence of the prenyltransferase.


In some aspects, the prenyltransferase is selected from the group consisting of ORF2, HypSc, PB002, PB005, PB064, PB065, and Atapt (interchangeably referred to herein as “PBJ”). In some aspects, the prenyl donor is selected from Dimethylallyl diphosphate (DMAPP), geranyl diphosphate (GPP), farnesyl diphosphate (FPP), geranylgeranyl pyrophosphate (GGPP), or any combination thereof. In some aspects, the prenyl donor is not a naturally occurring donor of the prenyltransferase. In some aspects, the substrate is selected from olivetolic acid (OA), divarinolic acid (DVA), olivetol (0), divarinol (DV), orsellinic acid (ORA), dihydroxybenzoic acid (DHBA), apigenin, naringenin and resveratrol. In some aspects, the substrate is not a naturally occurring substrate of the prenyltransferase.


In some aspects, the at least one prenylated product comprises a prenyl group attached to any position on an aromatic ring of the substrate. In some aspects, the at least one prenylated product is selected from the group consisting of UNK1, UNK2, UNK3, RBI-08, 5-DOA, RBI-05, RBI-06, 4-O-GOA, RBI-02 (CBGA—cannabigerolic acid), RBI-04 (5-GOA), UNK4, RBI-56, UNK5, RBI-14 (CBFA), RBI-16 (5-FOA), RBI-24, RBI-28, RBI-26 (CBGVA—cannabigerovarinic acid), RBI-27, RBI-38, RBI-39, RBI-09, RBI-10, RBI-03 (5-GO), RBI-20, RBI-01 (CBG—cannabigerol), RBI-15, RBI-34, RBI-32, RBI-33, RBI-07, RBI-29, RBI-30, RBI-12, and RBI-11.


In some aspects, the prenyltransferase is ORF2. In some aspects, the substrate is OA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO; 2-O; 4-O; 3-C; 5-C; or 5-C and 3-C on the aromatic ring of OA. In some aspects, the at least one prenylated product comprises UNK1, UNK2, UNK3, RBI-08, RBI-17, or RBI-18.


In some aspects, the substrate is OA and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO; 2-O; 4-O; 3-C; 5-C; or 3-C and 5-C on the aromatic ring of OA. In some aspects, the at least one prenylated product comprises RBI-05, RBI-06, UNK-4, RBI-02 (CBGA), RBI-04 (5-GOA) or RBI-07.


In some aspects, the substrate is OA and the prenyl donor is FPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 2-O; 4-O; 3-C; and 5-C on the aromatic ring of OA. In some aspects, the at least one prenylated product comprises RBI-56, UNK5, RBI-14 (CBFA), or RBI-16 (5-FOA).


In some aspects, the substrate is DVA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO; 2-O; 4-O; 3-C; and 5-C on the aromatic ring of DVA.


In some aspects, the substrate is DVA and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO; 2-O; 4-O; 3-C; 5-C; 3-C and 5-C; or 5-C and 2-O on the aromatic ring of DVA. In some aspects, the at least one prenylated product comprises RBI-24, RBI-28, UNK11, RBI-26, RBI-27, RBI-29, or RBI-30.


In some aspects, the substrate is DVA and the prenyl donor is FPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO; 2-O; 4-O; 3-C; and 5-C on the aromatic ring of DVA. In some aspects, the at least one prenylated product comprises UNK12, UNK13, UNK14, RBI-38, or RBI-39.


In some aspects, the substrate is O and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; or 3-C on the aromatic ring of O. In some aspects, the at least one prenylated product comprises RBI-10, UNK16, or RBI-09.


In some aspects, the prenyltransferase is HypSc. In some aspects, the substrate is O and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; or 3-C on the aromatic ring of O. In some aspects, the at least one prenylated product comprises RBI-10, UNK16 or RBI-09.


In some aspects, the prenyltransferase is PB005. In some aspects, the substrate is 0 and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; 3-C; 1-C and 5-C; or 1-C and 3-C on the aromatic ring of 0. In some aspects, the at least one prenylated product comprises RBI-10, UNK16, RBI-09, RBI-11 or RBI-12.


In some aspects, the substrate is O and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; or 3-C on the aromatic ring of O. In some aspects, the at least one prenylated product comprises RBI-20, RBI-01 (CBG), or RBI-03 (5-GO).


In some aspects, the substrate is O and the prenyl donor is FPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; 4-O/2-O; or 3-C on the aromatic ring of 0. In some aspects, the at least one prenylated product comprises RBI-15, UNK18 or UNK19.


In some aspects, the substrate is DV and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 1-C/5-C; 2-O/4-O; or 3-C on the aromatic ring of DV. In some aspects, the at least one prenylated product comprises UNK54, UNK55 or UNK56.


In some aspects, the substrate is ORA and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O, 4-O, 3-C, 5-C, or 5-C and 3-C on the aromatic ring of ORA.


In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O, or 5-C on the aromatic ring of ORA.


In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O, or 4-O on the aromatic ring of ORA.


In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, or 3-C on the aromatic ring of ORA.


In some aspects, the prenyltransferase is PB064. In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O or 3-C on the aromatic ring of ORA.


In some aspects, the prenyltransferase is PB065. In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, or 2-O on the aromatic ring of ORA.


In some aspects, the prenyltransferase is PB002. In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position CO on the aromatic ring of ORA.


In some aspects, the prenyltransferase is Atapt. In some aspects, the substrate is ORA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position 4-O on the aromatic ring of ORA.


In some aspects, the substrate is ORA and the prenyl donor is FPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O, 4-O, 3-C, or 5-C on the aromatic ring of ORA.


In some aspects, the substrate is DHBA and the prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from CO, 2-O, 4-O, 3-C, or 5-C on the aromatic ring of DHBA.


In some aspects, the substrate is DV and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to positions 5-C and 1-C; or 3-C and 5-C on the aromatic ring of DV. In some aspects, the at least one prenylated product comprises RBI-36, or UNK35.


In some aspects, the substrate is OA and the prenyl donor is GPP, DMAPP or both. In some aspects, the at least one prenylated product comprises a prenyl group attached to positions 5-C and 3-C; or CO and 3-C on the aromatic ring of OA.


In some aspects, the substrate is OA and the prenyl donor is GPP, FPP or both. In some aspects, the at least one prenylated product comprises a prenyl group attached to positions 5-C and 3-C on the aromatic ring of OA.


In some aspects, the substrate is O and the prenyl donor is GPP, FPP or both. In some aspects, the at least one prenylated product comprises a prenyl group attached to positions 5-C and 3-C on the aromatic ring of O.


In some aspects, the substrate is apigenin and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from C-13; C-15; C-3; C-12; C-16; C-9; or C-5 on the aromatic ring of apigenin. In some aspects, the at least one prenylated product comprises UNK47, UNK48, UNK49, UNK50, or UNK51. In some aspects, the substrate is naringenin and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from C-3; or C-5 on the aromatic ring of naringenin. In some aspects, the at least one prenylated product comprises RBI-41 or RBI-42. In some aspects, the substrate is resveratrol and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from C-11; C-13; C-3; C-10; C-14; or C-1/5 on the aromatic ring of resveratrol. In some aspects, the at least one prenylated product comprises RBI-48 or RBI-49.


In some aspects, the substrate comprises olivetolic acid (OA), divarinolic acid (DVA), olivetol (0), resveratrol, piceattanol and related stilbenes, naringenin, apigenin and related flavanones and flavones, respectively, Isoliquiritigenin, 2′-O-methylisoliquiritigenin and related chalcones, catechins and epi-catechins of all possible stereoisomers, biphenyl compounds such as 3,5-dihydroxy-biphenyl, benzophenones such as phlorobenzophenone, isoflavones such as biochanin A, genistein, daidzein, 2,4-dihydroxybenzoic acid, 1,3-benzenediol, 2,4-dihydroxy-6-methylbenzoic acid; 1,3-Dihydroxy-5-methylbenzene; 2,4-Dihydroxy-6-aethyl-benzoesaeure; 5-ethylbenzene-1,3-diol 2,4-dihydroxy-6-propylbenzoic acid; 5-propylbenzene-1,3-diol; 2-butyl-4,6-dihydroxybenzoic acid; 5-butylbenzene-1,3-diol; 2,4-dihydroxy-6-pentyl-benzoic acid; 5-pentylbenzene-1,3-diol; 5-hexylbenzene-1,3-diol; 2-heptyl-4,6-dihydroxy-benzoic acid; 5-heptylbenzene-1,3-diol; 5-Dodecylbenzene-1,3-diol; 5-nonadecylbenzene-1,3-diol; 1,3-Benzenediol; 3,4′,5-Trihydroxystilbene; 4′5-Tetrahydroxystilbene; 1,2-Diphenylethylene; 2-Phenylbenzopyran-4-one; 2-Phenylchroman-4-one; 1,3-benzenediol; 5,7,4′-Trihydroxyflavone; (E)-1-(2,4-dihydroxyphenyl)-3-(4-hydroxyphenyl)prop-2-en-1-one; 4,4′-dihydroxy-2′-methoxychalcone; 1,3-Diphenylpropenone; (2R,3S)-2-(3,4-Dihydroxyphenyl)chroman-3,5,7-triol; (2R,3R)-2-(3,4-Dihydroxyphenyl)-3,5,7-chromanetriol; Phenylbenzene; 5-Phenylresorcinol; diphenylmethanone; 3-phenyl-4H-chromen-4-one; 5,7-Dihydroxy-3-(4-methoxyphenyl)-4H-chromen-4-one; 4′,5,7-Trihydroxyisoflavone; 4′,7-Dihydroxyisoflavone; 4-Hydroxy-6-methyl-2H-pyran-2-one; 1,6-DHN; or any combination thereof.


In some aspects, the substrate is a prenylated molecule. In some aspects, the prenylated molecule is selected from the group consisting of UNK1, UNK2, UNK3, RBI-08, 5-DOA, RBI-05, RBI-06, 4-O-GOA, RBI-02 (CBGA), RBI-04 (5-GOA), UNK4, RBI-56, UNK5, RBI-14 (CBFA), RBI-16 (5-FOA), RBI-24, RBI-28, RBI-26, RBI-27, RBI-38, RBI-39, RBI-09, RBI-10, RBI-03 (5-GO), RBI-20, RBI-01 (CBG), RBI-15, RBI-34, RBI-32, RBI-33, RBI-07, RBI-29, RBI-30, RBI-12, and RBI-11.


In some aspects, the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution comprises at least one amino acid substitution in SEQ ID NO: 1 on a position chosen from the group consisting of amino acid positions 17, 25, 38, 49, 53, 106, 108, 112, 118, 119, 121, 123, 161, 162, 166, 173, 174, 177, 205, 209, 213, 214, 216, 219, 227, 228, 230, 232, 271, 274, 283, 286, 288, 294, 295, and 298. In some aspects, the at least one amino acid substitution is located on a position chosen from the group consisting of amino acid positions 17, 25, 38, 49, 53, 106, 108, 112, 118, 119, 162, 166, 173, 174, 205, 209, 213, 219, 227, 228, 230, 232, 271, 274, 283, 286, 288, and 298. In some aspects, the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution is chosen from the group consisting of A17T, C25V, Q38G, V49A, V49L, V49S, A53C, A53D, A53E, A53F, A53G, A53H, A53I, A53K, A53L, A53M, A53N, A53P, A53Q, A53R, A53S, A53T, A53V, A53W, A53Y, M106E, A108G, E112D, E112G, K118N, K118Q, K119A, K119D, Y121W, F123A, F123H, F123W, Q161A, Q161C, Q161D, Q161E, Q161F, Q161G, Q161H, Q161I, Q161K, Q161L, Q161M, Q161N, Q161P, Q161R, Q161S, Q161T, Q161V, Q161W, Q161Y, M162A, M162F, D166E, N173D, L174V, S177E, S177W, S177Y, G205L, G205M, C209G, F213M, S214A, S214C, S214D, S214E, S214F, S214G, S214H, S214I, S214K, S214L, S214M, S214N, S214P, S214Q, S214R, S214T, S214V, S214W, S214Y, Y216A, L219F, D227E, R228E, R228Q, C230N, C230S, A232S, V271E, L274V, Y283L, G286E, Y288A, Y288C, Y288D, Y288E, Y288F, Y288G, Y288H, Y288I, Y288K, Y288L, Y288M, Y288N, Y288P, Y288Q, Y288R, Y288S, Y288T, Y288V, Y288W, V294A, V294F, V294N, Q295A, Q295C, Q295D, Q295E, Q295F, Q295G, Q295H, Q295I, Q295K, Q295L, Q295M, Q295N, Q295P, Q295R, Q295S, Q295T, Q295V, Q295W, Q295Y, L298A, L298Q, and L298W.


In some aspects, the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution to SEQ ID NO: 1 comprises two or more amino acid substitutions to SEQ ID NO: 1 selected from the group consisting of:


(a) A17T, C25V, Q38G, V49A, V49L, V49S, A53C, A53D, A53E, A53F, A53G, A53H, A53I, A53K, A53L, A53M, A53N, A53P, A53Q, A53R, A53S, A53T, A53V, A53W, A53Y, M106E, A108G, E112D, E112G, K118N, K118Q, K119A, K119D, Y121W, F123A, F123H, F123W, Q161A, Q161C, Q161D, Q161E, Q161F, Q161G, Q161H, Q161I, Q161K, Q161L, Q161M, Q161N, Q161P, Q161R, Q161S, Q161T, Q161V, Q161W, Q161Y, M162A, M162F, D166E, N173D, L174V, S177E, S177W, S177Y, G205L, G205M, C209G, F213M, S214A, S214C, S214D, S214E, S214F, S214G, S214H, S214I, S214K, S214L, S214M, S214N, S214P, S214Q, S214R, S214T, S214V, S214W, S214Y, Y216A, L219F, D227E, R228E, R228Q, C230N, C230S, A232S, V271E, L274V, Y283L, G286E, Y288A, Y288C, Y288D, Y288E, Y288F, Y288G, Y288H, Y288I, Y288K, Y288L, Y288M, Y288N, Y288P, Y288Q, Y288R, Y288S, Y288T, Y288V, Y288W, V294A, V294F, V294N, Q295A, Q295C, Q295D, Q295E, Q295F, Q295G, Q295H, Q295I, Q295K, Q295L, Q295M, Q295N, Q295P, Q295R, Q295S, Q295T, Q295V, Q295W, Q295Y, L298A, L298Q, and L298W;


OR

(b) A53T and 5214R; S177W and Q295A; S214R and Q295F; Q161S and 5214R; S177W and 5214R; Q161S and Q295L; Q161S and Q295F; V49A and 5214R; A53T and Q295F; Q161S and S177W; Q161S, V294A and Q295W; A53T, Q161S and Q295W; A53T and S177W; A53T, Q161S, V294A and Q295W; A53T, V294A and Q295A; V49A and Q295L; A53T, Q161S, V294N and Q295W; A53T and Q295A; Q161S, V294A and Q295A; A53T and Q295W; A53T, V294A and Q295W; A53T, Q161S and Q295A; A53T, Q161S, V294A and Q295A; and A53T, Q161S, V294N and Q295A.


In some aspects, the at least one prenylated product comprises UNK6, UNK7, UNK8, UNK9, or UNK10. In some aspects, the at least one prenylated product comprises UNK20, UNK21, UNK22, UNK23, UNK24, or UNK59. In some aspects, the at least one prenylated product comprises UNK25, UNK26, or UNK29. In some aspects, the at least one prenylated product comprises UNK25, UNK26 or UNK27. In some aspects, the at least one prenylated product comprises UNK25 or UNK28. In some aspects, the at least one prenylated product comprises UNK25, UNK26 or UNK28. In some aspects, the at least one prenylated product comprises UNK25 or UNK26. In some aspects, the at least one prenylated product comprises UNK25. In some aspects, the at least one prenylated product comprises UNK27. In some aspects, the at least one prenylated product comprises UNK30, UNK31, UNK32, UNK33, or UNK34. In some aspects, the at least one prenylated product comprises UNK36, UNK38, or RBI-22. In some aspects, the at least one prenylated product comprises UNK42. In some aspects, the at least one prenylated product comprises UNK46.


In some aspects, the substrate is DV and the prenyl donor is GPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 3-C, 1-C, or 5-C on the aromatic ring of DV. In some aspects, the at least one prenylated product comprises RBI-32 or RBI-33.


In some aspects, the substrate is OA and the prenyl donor is GGPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 3-C, or 5-C on the aromatic ring of OA. In some aspects, the at least one prenylated product comprises UNK60 or UNK61.


In some aspects, the substrate is ORA and the prenyl donor is GGPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 3-C, or 5-C on the aromatic ring of ORA. In some aspects, the at least one prenylated product comprises UNK62 or UNK63.


In some aspects, the substrate is DVA and the prenyl donor is GGPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to a position selected from 3-C, or 5-C on the aromatic ring of DVA. In some aspects, the at least one prenylated product comprises UNK64 or UNK65.


The disclosure further provides nucleic acid molecules, comprising a nucleotide sequence encoding any one of the recombinant polypeptides disclosed herein, or a codon degenerate nucleotide sequence thereof. In some aspects, the nucleotide sequence comprises at least 500, 600, 700, 800, or 900 nucleotides. In some aspects, the nucleic acid molecule is isolated and purified.


The disclosure provides a cell vector, construct or expression system comprising any one of the nucleic acid molecules disclosed herein; and a cell, comprising any one of the cell vectors, constructs or expression systems disclosed herein. In some aspects, the cell is a bacteria, yeast, insect, mammalian, fungi, vascular plant, or non-vascular plant cell. In some aspects, the cell is a microalgae cell. In some aspects, the cell is an E. coli cell.


The disclosure provides a plant, comprising any one of the cells disclosed herein. In some aspects, the plant is a terrestrial plant.


The disclosure provides methods of producing at least one prenylated product, comprising, contacting any one of the recombinant polypeptides disclosed herein with a substrate and a prenyl donor, thereby producing at least one prenylated product. In some aspects, the recombinant polypeptide is the recombinant polypeptide of any one of claims 13, 16, 19, 22, 24, 27, 30, 34, 38, 41, 44, 47, 50, 52, 54, 56, 59, 62, 65, 68, 70, 72, 74, 77, 79, and 81.


The disclosure provides methods of producing at least one prenylated product, comprising, a) contacting a first recombinant polypeptide with a substrate and a first prenyl donor, wherein the first recombinant polypeptide is any of the recombinant polypeptides disclosed herein, thereby producing a first prenylated product; and b) contacting the first prenylated product and a second prenyl donor with a second recombinant polypeptide, thereby producing a second prenylated product. In some aspects, the first recombinant polypeptide and the second recombinant polypeptide are selected from the recombinant polypeptide of any one of claims 13, 16, 19, 22, 24, 27, 30, 34, 38, 41, 44, 47, 50, 52, 54, 56, 59, 62, 65, 68, 70, 72, 74, 77, 79, and 81.


In some aspects, the first recombinant polypeptide is the same as the second recombinant polypeptide. In some aspects, the first recombinant polypeptide is different from the second recombinant polypeptide. In some aspects, the first prenyl donor is the same as the second prenyl donor. In some aspects, the first prenyl donor is different from the second prenyl donor. In some aspects, the first prenylated product is the same as the second prenylated product. In some aspects, the first prenylated product is different from the second prenylated product.


In some aspects, (a) the first recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is ORF2, and the second recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is PB005; or the first recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is PB005 and the second recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is ORF2; (b) the first prenyl donor is GPP and the second prenyl donor is DMAPP; or the first prenyl donor is DMAPP, and the second prenyl donor is GPP; and (c) the substrate is O. In some aspects, the first prenylated product or the second prenylated product comprises a prenyl group attached to positions of 5-C and 3-C; 5-C and 1-C; and 5-C, 1-C and 3-C on the aromatic ring of 0.


In some aspects, (a) the first recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is ORF2, and the second recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is PB005; or the first recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is PB005 and the second recombinant polypeptide is a recombinant polypeptide wherein the prenyltransferase is ORF2; (b) the first prenyl donor is FPP and the second prenyl donor is DMAPP; or the first prenyl donor is DMAPP, and the second prenyl donor is FPP; and (c) the substrate is O. In some aspects, the first prenylated product or the second prenylated product comprises a prenyl group attached to positions 5-C and 3-C; or 5-C and 1-C on the aromatic ring of O.


In some aspects, the second recombinant polypeptide is a cyclase. In some aspects, the cyclase comprises cannabidiolic acid synthase (CBDAS) or tetrahydrocannabinolic acid synthase (THCAS). Further details on CBDAS and THCAS are provided in “Cannabidiolic—acid synthase, the chemotype—determining enzyme in the fiber—type Cannabis sativa” Taura et al., Volume 581, Issue 16, Jun. 26, 2007, Pages 2929-2934; and “The Gene Controlling Marijuana Psychoactivity. Molecular Cloning and Heterologous Expression of Al-Tetrahydrocannabinolic acid synthase from Cannabis sativa L.” Sirikantaramas et al. The Journal of Biological Chemistry, Vol. 279, No. 38, Issue of September 17, pp. 39767-39774, 2004, respectively, each of which is incorporated herein by reference in their entireties for all purposes.


In some aspects, the cyclase is derived from a plant belonging to the Rhododendron genus and wherein the cyclase cyclizes an FPP moiety. In some aspects, the cyclase is Daurichromenic Acid Synthase (DCAS). Further details on DCAS is provided in “Identification and Characterization of Daurichromenic Acid Synthase Active in Anti-HIV Biosynthesis” Iijima et al. Plant Physiology August 2017, 174 (4) 2213-2230, the contents of which are incorporated herein by reference in its entirety.


In some aspects, the secondary enzyme is a methyltransferase. In some cases, the methyltransferase is a histone methyltransferase, N-terminal methyltransferase, DNA/RNA methyltransferase, natural product methyltransferase, or non-SAM dependent methyltransferases.


In some aspects, the at least one prenylated product comprises UNK40, UNK41, UNK66 or UNK67. In some aspects, the at least one prenylated product comprises UNK44 or UNK45.


In some aspects, the first recombinant polypeptide is PB005, and the second recombinant polypeptide is HypSc; or the first recombinant polypeptide is HypSc, and the second recombinant polypeptide is PB005. In some aspects, the substrate is DV; and the first prenyl donor and the second prenyl donor is DMAPP. In some aspects, the at least one prenylated product comprises a prenyl group attached to positions of 5C and 3C; or 5C and 1C on the aromatic ring of DV. In some aspects, the at least one prenylated product comprises UNK57 or UNK58.


The disclosure further provides compositions comprising the at least one prenylated product produced by any one of the methods disclosed herein. The disclosure also provides compositions comprising the first prenylated product and/or the second prenylated product produced by any one of the methods disclosed herein.


The disclosure provides a composition comprising a prenylated product, wherein the prenylated product comprises a substitution by a prenyl donor on an aromatic ring of a substrate, wherein the substrate is selected from the group consisting of olivetolic acid (OA), divarinolic acid (DVA), olivetol (0), divarinol (DV), orsellinic acid (ORA), dihydroxybenzoic acid (DHBA), apigenin, naringenin and resveratrol.


In some aspects, the prenyl donor is selected from the group consisting of DMAPP, GPP, FPP, GGPP, and any combination thereof. In some aspects, the prenylated product is selected from any of the prenylated products in Table C. In some aspects, the prenylated product is selected from the group consisting of UNK1, UNK2, UNK3, RBI-08, RBI-17, RBI-05, RBI-06, UNK4, RBI-02 (CBGA), RBI-04 (5-GOA), RBI-56, UNK5, RBI-14 (CBFA), RBI-16 (5-FOA), UNK6, UNK7, UNK8, UNK9, UNK10, RBI-24, RBI-28, UNK11, RBI-26 (CBGVA), RBI-27, UNK12, UNK13, UNK14, RBI-38, RBI-39, RBI-10, UNK16, RBI-09, RBI-10, UNK16, RBI-09, RBI-10, UNK16, RBI-09, RBI-10, RBI-03 (5-GO), RBI-20, RBI-01 (CBG), RBI-03 (5-GO), RBI-15, UNK18, UNK19, RBI-15, UNK54, UNK55, UNK56, UNK54, UNK20, UNK21, UNK22, UNK23, UNK24, UNK25, UNK26, UNK27, UNK28, UNK29, RBI-32, RBI-33, UNK30, UNK31, UNK32, UNK33, UNK34, UNK60, UNK61, UNK62, UNK63, UNK64, UNK65, RBI-07, RBI-29, RBI-30, RBI-36, UNK35, UNK36, RBI-22, UNK38, RBI-18, UNK40, UNK41, UNK42, RBI-12, RBI-11, UNK44, UNK45, UNK46, UNK57, UNK58, UNK59, UNK66, and UNK67. In some aspects, the prenylated product is selected from the group consisting of RBI-01, RBI-02, RBI-03, RBI-04, RBI-05, RBI-07, RBI-08, RBI-09, RBI-10, RBI-11, and RBI-12. In some aspects, the prenylated product is RBI-29 or UNK59.





BRIEF DESCRIPTION OF THE FIGURES


FIG. 1 shows a heatmap of prenylated products produced from Orf2 mutants when using OA as substrate and DMAPP as donor.



FIG. 2 shows a heatmap of prenylated products produced from Orf2 mutants when using OA as substrate and GPP as donor.



FIG. 3 shows a heatmap of prenylated products produced from Orf2 mutants when using OA as substrate and FPP as donor.



FIG. 4 shows a heatmap of prenylated products produced from Orf2 mutants when using O as substrate and GPP as donor.



FIG. 5 shows a heatmap of prenylated products produced from Orf2 mutants when using DVA as substrate and GPP as donor



FIG. 6 shows a heatmap of prenylated products produced from Orf2 mutants when using DVA as substrate and FPP as donor.



FIG. 7 shows a heatmap of prenylated products produced from selected Orf2 mutants when using ORA as substrate and GPP as donor.



FIG. 8 shows a heatmap of prenylated products produced from selected Orf2 mutants when using Apigenin as substrate and GPP as donor.



FIG. 9 shows a heatmap of prenylated products produced from selected Orf2 mutants when using Naringenin as substrate and GPP as donor.



FIG. 10 shows a heatmap of prenylated products produced from selected Orf2 mutants when using Resveratrol as substrate and GPP as donor.



FIG. 11 shows a heatmap of prenylated products produced from prenyltransferase enzymes when using ORA as substrate and DMAPP as donor.



FIG. 12 shows a heatmap of prenylated products produced from prenyltransferase enzymes when using DV as substrate and DMAPP as donor.



FIG. 13 shows a heatmap of prenylated products produced from prenyltransferase enzymes when using DV as substrate and GPP as donor.



FIG. 14 shows a heatmap of prenylated products produced from prenyltransferase enzymes when using DVA as substrate and DMAPP as donor.



FIG. 15 shows a heatmap of prenylated products produced from prenyltransferase enzymes when using O as substrate and DMAPP as donor.



FIG. 16 shows the predicted prenylation products using OA as substrate and DMAPP as Donor.



FIG. 17 shows the predicted prenylation products using OA as substrate and GPP as Donor.



FIG. 18 shows the predicted prenylation products using OA as substrate and FPP as Donor.



FIG. 19 shows the predicted prenylation products using O as substrate and GPP as Donor.



FIG. 20 shows the predicted prenylation products using DVA as substrate and GPP as Donor.



FIG. 21 shows the predicted prenylation products using DVA as substrate and FPP as Donor.



FIG. 22 shows the predicted prenylation products using ORA as substrate and GPP as Donor.



FIG. 23 shows the predicted prenylation products using Apigenin as substrate and GPP as Donor.



FIG. 24 shows the predicted prenylation products using Naringenin as substrate and GPP as Donor.



FIG. 25 shows the predicted prenylation products using Reservatrol as substrate and GPP as Donor.



FIG. 26 shows the predicted prenylation products using ORA as substrate and DMAPP as Donor.



FIG. 27 shows the predicted prenylation products using DV as substrate and DMAPP as Donor.



FIG. 28 shows the predicted prenylation products using DV as substrate and GPP as Donor.



FIG. 29 shows the predicted prenylation products using DVA as substrate and DMAPP as Donor.



FIG. 30 shows the predicted prenylation products using O as substrate and DMAPP as Donor.



FIG. 31 shows the predicted prenylation products using CBGA as substrate and DMAPP as Donor.



FIG. 32 shows the predicted prenylation products using RBI-04 as substrate and DMAPP as Donor.



FIG. 33 shows the predicted prenylation products using RBI-04 as substrate and FPP as Donor.



FIG. 34 shows the predicted prenylation products using RBI-04 as substrate and GPP as Donor.



FIG. 35 shows the predicted prenylation products using RBI-08 as substrate and DMAPP as Donor.



FIG. 36 shows the predicted prenylation products using RBI-08 as substrate and GPP as Donor.



FIG. 37 shows the predicted prenylation products using RBI-09 as substrate and GPP as Donor.



FIG. 38 shows the predicted prenylation products using RBI-10 as substrate and DMAPP as Donor.



FIG. 39 shows the predicted prenylation products using RBI-10 as substrate and FPP as Donor.



FIG. 40 shows the predicted prenylation products using RBI-10 as substrate and GPP as Donor.



FIG. 41 shows the predicted prenylation products using RBI-12 as substrate and GPP as Donor.



FIG. 42 shows the predicted prenylation products using RBI-03 as substrate and DMAPP as Donor.



FIG. 43 shows the predicted prenylation products using O as substrate and FPP as Donor.



FIG. 44 shows the predicted prenylation products using ORA as substrate and FPP as Donor.



FIG. 45 shows the predicted prenylation products using OA as substrate and GGPP as Donor.



FIG. 46 shows the predicted prenylation products using ORA as substrate and GGPP as Donor.



FIG. 47 shows the predicted prenylation products using DVA as substrate and GGPP as Donor.



FIG. 48 shows the prenylation site numbering for alkylresorcinol substrates (i.e. DV, O, etc).



FIG. 49 shows the prenylation site numbering for alkylresorcyclic acid substrates (i.e. ORA, DVA, OA, etc.)



FIG. 50 shows the Apigenin prenylation site numbering.



FIG. 51 shows the Naringenin prenylation site numbering.



FIG. 52 shows the Reservatrol prenylation site numbering.



FIG. 53 shows the total nMol of prenylated products produced by ORF2 triple mutants using OA as substrate and FPP as donor.



FIG. 54 shows that % CBFA produced by ORF2 triple mutants using OA as substrate and FPP as donor



FIG. 55: % enzymatic activity of ORF2 triple mutants using OA as substrate and FPP as donor



FIG. 56: CBFA production potential of ORF2 triple mutants using OA as substrate and FPP as donor



FIG. 57: Cluster map of ORF2 triple mutants clustered based on CBFA production potential and %5-FOA produced, using OA as substrate and FPP as donor



FIG. 58: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone A04



FIG. 59: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone CO5



FIG. 60: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone A09



FIG. 61: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant H02



FIG. 62: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone D04



FIG. 63: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone F09



FIG. 64: Analysis of ORF-2 enzymatic function of mutants derived from the breakdown of ORF-2 triple mutant clone D11



FIG. 65: Analysis of ORF-2 enzymatic function of mutan70ts derived from the breakdown of ORF-2 triple mutant clone E09



FIG. 66: Analysis of enzymatic activity of site-saturated ORF2 mutants of Q295 using OA as substrate and FPP as donor.



FIG. 66C: 5-FOA production (using OA as substrate and FPP as donor) by ORF2 mutants carrying site saturation Q295 mutations



FIG. 67: Analysis of enzymatic activity of site-saturated ORF2 mutants of Q161 using OA as substrate and FPP as donor



FIG. 67C: 5-FOA production (using OA as substrate and FPP as donor) by ORF2 mutants carrying site saturation Q161 mutations



FIG. 68: Analysis of enzymatic activity of site-saturated ORF2 mutants of 5214 using OA as substrate and FPP as donor



FIG. 68C: 5-FOA production (using OA as substrate and FPP as donor) by ORF2 mutants carrying site saturation S214 mutations



FIG. 69: ORF-2 activity (using OA as substrate and FPP as donor) of S214R-Q295F Stacking variant



FIG. 70: ORF-2 activity (using OA as substrate and FPP as donor) of S177W-Q295A Stacking variant



FIG. 71: ORF-2 activity (using OA as substrate and FPP as donor) of A53T-Q295F Stacking variant



FIG. 72: ORF-2 activity (using OA as substrate and FPP as donor) of S177W-Q295A Stacking variant



FIG. 73: Total nMol of prenylated products produced by ORF2 triple mutants using OA as substrate and DMAPP as donor



FIG. 74: % 3-DOA produced by ORF2 triple mutants using OA as substrate and DMAPP as donor



FIG. 75: % enzymatic activity of ORF2 triple mutants using OA as substrate and DMAPP as donor



FIG. 76: 3-DOA production potential of ORF2 triple mutants using OA as substrate and DMAPP as donor



FIG. 77: Cluster map of ORF2 triple mutants clustered based on 3-DOA production potential and %5-DOA produced, using OA as substrate and DMAPP as donor



FIG. 78: Complete amino acid replacement at position Q161 and S214 in Orf2 allows a structure function mechanism for CBGA production and regiospecific prenylation.



FIG. 79: Complete amino acid replacement at position Q295 in Orf2 allows a structure function mechanism for CBGA production and regiospecific prenylation.



FIG. 80: Carbon and proton NMR assignments for CBGVA.



FIG. 81: Carbon and proton NMR assignments for RBI-29.



FIG. 82: Carbon and proton NMR assignments for UNK-59.



FIG. 83: Carbon and proton NMR assignments for CBG.



FIGS. 84A-K: Proton NMR signals obtained in DMSO at 600 MHz for the following compounds: RBI-01 (FIG. 84A); RBI-02 (FIG. 84B); RBI-03 (FIG. 84C); RBI-04 (FIG. 84D); RBI-05 (FIG. 84E); RBI-07 (FIG. 84F); RBI-08 (FIG. 84G); RBI-09 (FIG. 84H); RBI-10 (FIG. 84I); RBI-11 (FIG. 84J); and RBI-12 (FIG. 84K).





DETAILED DESCRIPTION
Definitions

As used herein, and in the appended claims, the singular forms “a”, “an”, and “the” include plural referents unless the context clearly dictates otherwise. Thus, for example, reference to “a protein” can refer to one protein or to mixtures of such protein, and reference to “the method” includes reference to equivalent steps and/or processes known to those skilled in the art, and so forth.


As used herein, the term “about” or “approximately” when preceding a numerical value indicates the value plus or minus a range of 10%. For example, “about 100” encompasses 90 and 110.


The term “wild type”, abbreviated as “WT”, is a term of the art understood by skilled persons and means the typical form of an organism, strain, gene, protein, or characteristic as it occurs in nature as distinguished from mutant or variant forms. For example, a WT protein is the typical form of that protein as it occurs in nature.


The term “mutant protein” is a term of the art understood by skilled persons and refers to a protein that is distinguished from the WT form of the protein on the basis of the presence of amino acid modifications, such as, for example, amino acid substitutions, insertions and/or deletions.


Amino acid modifications may be amino acid substitutions, amino acid deletions and/or amino acid insertions. Amino acid substitutions may be conservative amino acid substitutions or non-conservative amino acid substitutions. A conservative replacement (also called a conservative mutation, a conservative substitution or a conservative variation) is an amino acid replacement in a protein that changes a given amino acid to a different amino acid with similar biochemical properties (e.g. charge, hydrophobicity and size). As used herein, “conservative variations” refer to the replacement of an amino acid residue by another, biologically similar residue. Examples of conservative variations include the substitution of one hydrophobic residue such as isoleucine, valine, leucine or methionine for another; or the substitution of one polar residue for another, such as the substitution of arginine for lysine, glutamic for aspartic acids, or glutamine for asparagine, and the like. Other illustrative examples of conservative substitutions include the changes of: alanine to serine; arginine to lysine; asparagine to glutamine or histidine; aspartate to glutamate; cysteine to serine; glutamine to asparagine; glutamate to aspartate; glycine to praline; histidine to asparagine or glutamine; isoleucine to leucine or valine; leucine to valine or isoleucine; lysine to arginine, glutamine, or glutamate; methionine to leucine or isoleucine; phenylalanine to tyrosine, leucine or methionine; serine to threonine; threonine to serine; tryptophan to tyrosine; tyrosine to tryptophan or phenylalanine; valine to isoleucine or leucine, and the like.


Amino acid substitution, interchangeably referred to as amino acid replacement, at a specific position on the protein sequence is denoted herein in the following manner: “one letter code of the WT amino acid residue—amino acid position—one letter code of the amino acid residue that replaces this WT residue”. For example, an ORF2 polypeptide which is a Q295F mutant refers to an ORF2 polypeptide in which the wild type residue at the 295th amino acid position (Q or glutamine) is replaced with F or phenylalanine. Some mutants have more than one amino acid substitutions, for example, mutant L174V_S177E refers to an ORF2 polypeptide in which the wild type residue at the 174th amino acid position (L or leucine) is replaced with V or valine; and the wild type residue at the 177th amino acid position (S or serine) is replaced with E or glutamic acid.


The modified peptides can be chemically synthesized, or the isolated gene can be site-directed mutagenized, or a synthetic gene can be synthesized and expressed in bacteria, yeast, baculovirus, tissue culture, and the like.


As used herein, “total prenylated products” produced refers to the sum of nMols of the various prenylated products produced by an enzyme in a set period of time. For instance, when OA is used as a substrate and GPP is used as a donor, then the “total prenylated products” refers to a sum of the nMol of CBGA and the nMol of 5-GOA produced by the prenyltranferase enzyme ORF2 in a set period of time.


As used herein, “% prenylated product 1” within total prenylated products is calculated using the equation: nMol of prenylated product 1/[nMol of total prenylated products]. For example, “% CBGA” is calculated using the equation: nMol of CBGA/[nMol of CBGA+5-GOA]. Also, as an example, “%5-GOA” within prenylated products is calculated using the equation: nMol of 5-GOA/[nMol of CBGA+5-GOA].


As used herein, % enzymatic activity of an ORF2 mutant is calculated using the equation: total prenylated products produced by a mutant/total prenylated products produced by wild-type ORF2. For example, wild-type ORF2 has 100% enzyme activity.


As used herein, the production or production potential of a prenylated product 1 is calculated using the formula: % product 1 among total prenylated products*% enzymatic activity. For example, “CBGA production potential” (used interchangeably with “CBGA production”) is calculated using the equation: % CBGA among total prenylated products*% enzymatic activity. Also, as an example, “5-GOA production potential” (used interchangeably with “5-GOA production”) is calculated using the equation: %5-GOA among total prenylated products*% enzymatic activity.


A “vector” is used to transfer genetic material into a target cell. Vectors include, but are not limited to, nucleic acid molecules that are single-stranded, double-stranded, or partially double-stranded; nucleic acid molecules that comprise one or more free ends, no free ends (e.g. circular); nucleic acid molecules that comprise DNA, RNA, or both; and other varieties of polynucleotides known in the art. One type of vector is a “plasmid,” which refers to a circular double stranded DNA loop into which additional DNA segments can be inserted, such as by standard molecular cloning techniques. Another type of vector is a viral vector, wherein virally-derived DNA or RNA sequences are present in the vector for packaging into a virus (e.g., retroviruses, adenoviruses, lentiviruses, and adeno-associated viruses). In embodiments, a viral vector may be replication incompetent. Viral vectors also include polynucleotides carried by a virus for transfection into a host cell. Certain vectors are capable of autonomous replication in a host cell into which they are introduced (e.g. bacterial vectors having a bacterial origin of replication and episomal mammalian vectors). Other vectors (e.g., non-episomal mammalian vectors) are integrated into the genome of a host cell upon introduction into the host cell, and thereby are replicated along with the host genome. Moreover, certain vectors are capable of directing the expression of genes to which they are operatively-linked. Such vectors are referred to herein as “expression vectors.” Common expression vectors of utility in recombinant DNA techniques are often in the form of plasmids.


As used herein “sequence identity” refers to the extent to which two optimally aligned polynucleotides or polypeptide sequences are invariant throughout a window of alignment of components, e.g. nucleotides or amino acids. An “identity fraction” for aligned segments of a test sequence and a reference sequence is the number of identical components which are shared by the two aligned sequences divided by the total number of components in the reference sequence segment, i.e. the entire reference sequence or a smaller defined part of the reference sequence. “Percent identity” is the identity fraction times 100. Comparison of sequences to determine percent identity can be accomplished by a number of well-known methods, including for example by using mathematical algorithms, such as, for example, those in the BLAST suite of sequence analysis programs.


As used herein, the code names refer to the chemical compounds described in the specification and drawing of the present application. For example, the code name “RBI-24” refers to the chemical compound (E)-3,7-dimethylocta-2,6-dien-1-yl 2,4-dihydroxy-6-propylbenzoate, the chemical structure of which is shown in FIG. 20. Similarly, the code name “UNK20” refers to the chemical compound (E)-3,7-dimethylocta-2,6-dien-1-yl2,4-dihydroxy-6-methylbenzoate, the chemical structure of which is shown in FIG. 22.


Cannabinoid Synthesis

The biosynthesis of cannabinoids often starts with the short-chain fatty acid, hexanoic acid. Initially, the fatty acid is converted to its coenzyme A (CoA) form by the activity of an acyl activating enzyme. Subsequently, olivetolic acid (OA) is biosynthesized by the action of a type III polyketide synthase (PKS), and, in some cases, a polyketide cyclase (olivetolic acid cyclase [OAC]).


A geranyl diphosphate:olivetolate geranyltransferase, named cannabigerolic acid synthase (CBGAS), is responsible for the C-alkylation by geranyl diphosphate (GPP) to CBGA. Subsequently, the monoterpene moiety of CBGA is often stereoselectively cyclized by three different enzymes cannabichromenic acid synthase (CBCAS), cannabidiolic acid synthase (CBDAS) and tetrahydrocannabinolic acid synthase (THCAS) to synthesize cannabichromenic acid (CBCA), cannabidiolic acid (CBDA) and Δ9-THCA, respectively.


The central precursor for cannabinoid biosynthesis, CBGA, is synthesized by the aromatic prenyltransferase CBGAS by the condensation of GPP and OA. In considering the biosynthesis of cannabinoids in a heterologous system, one major challenge is that CBGAS (e.g. CsPT1 and CsPT4) is an integral membrane protein, making high titer of functional expressed protein in E. coli and other heterologous systems unlikely. Besides the integral membrane prenyltransferases found in plants, soluble prenyltransferases are found in fungi and bacteria. For instance, Streptomyces sp. strain CL190 produces a soluble prenyltransferase NphB or ORF2, which is specific for GPP as a prenyl donor and exhibits broad substrate specificity towards aromatic substrates. When expressed in E. coli, ORF2 of SEQ ID NO:2 is as a 33 kDa soluble, monomeric protein having 307 residues. Further details about ORF2 and other aromatic prenyltransferases may be found in U.S. Pat. Nos. 7,361,483; 7,544,498; and 8,124,390, each of which is incorporated herein by reference in its entirety for all purposes.


ORF2 is a potential alternative to replace the native CBGAS in a biotechnological production of cannabinoids and other prenylated aromatic compounds. However, the wild type ORF2 enzyme produces a large amount of 5-geranyl olivetolate (5-GOA) and only a minor amount of CBGA, the latter of which is the desired product for cannabinoid biosynthesis.


Further, other prenyltransferase homologues of ORF2 include HypSc, PB002, PB005, PB064, PB065, and Atapt.


This disclosure provides prenyltransferase mutants, engineered by the inventors to produce produces a ratio of an amount of at least one prenylated product to an amount of total prenylated products that is higher than that produced by the WT prenyltransferase under the same conditions. The disclosure also provides prenyltransferase mutants which have been engineered to catalyze reactions using a desired substrate and/or a desired donor and to produce higher amounts of a desired product, as compared to the WT prenyltransferase under the same conditions.


The production of cannabinoids at large industrial scale is made possible using microalgae and dark fermentation. Engineering into the chloroplast of the microalgae offers unique compartmentalization and environment. The Cannabis plant genes express in this single cell plant system and have the post-translational modifications. This dark fermentation process allows one to drive cell densities beyond 100 g/per liter and has been scaled to 10,000 L.


Prenyltransferase Mutants

The disclosure provides recombinant polypeptides comprising an amino acid sequence with at least about 70% identity to the amino acid sequence of WT prenyltransferase. In some aspects, the polypeptides disclosed herein may have a sequence identity of about 70%, about 75%, about 80%, about 85%, about 90%, about 95%, about 96%, about 97%, about 98%, about 99%, or about 99.5% identity to the amino acid sequence of WT prenyltransferase. In some aspects, the mutant recombinant polypeptides (interchangeably used with “recombinant polypeptides”) disclosed herein may comprise a modification at one or more amino acids, as compared to the WT prenyltransferase sequence. In some aspects, the mutant recombinant polypeptides disclosed herein may comprise a modification at 1 amino acid, 2 amino acids, 3 amino acids, 4 amino acids, 5 amino acids, 6 amino acids, 7 amino acids, 8 amino acids, 9 amino acids, 10 amino acids, 11 amino acids, 12 amino acids, 13 amino acids, 14 amino acids, 15 amino acids, 16 amino acids, 17 amino acids, 18 amino acids, 19 amino acids, 20 amino acids, 21 amino acids, 22 amino acids, 23 amino acids, 24 amino acids, 25 amino acids, 26 amino acids, 27 amino acids, 28 amino acids, 29 amino acids, 30 amino acids, 31 amino acids, 32 amino acids, 33 amino acids, 34 amino acids, 35 amino acids, or 36 amino acids, as compared to the WT prenyltransferase sequence.


In some aspects, the prenyltransferase is selected from the group consisting of ORF2, HypSc, PB002, PB005, PB064, PB065, and Atapt. The amino acid sequence of ORF2 is set forth in SEQ ID NO: 1. The amino acid sequence of PB005 is set forth in SEQ ID NO: 602. The amino acid sequence of PBJ or Atapt is set forth in SEQ ID NO: 604.


In some aspects, the prenyltransferase belongs to the ABBA family of prenyltransferases. In some aspects, the prenyltransferase comprises a protein fold with a central barrel comprising ten anti-parallel β-strands surrounded by α-helices giving rise to a repeated α-β-β-α (or “ABBA”) motif. Further details of this family and examples of prenyltransferases that may be used are provided in “The ABBA family of aromatic prenyltransferases: broadening natural product diversity” Tello et al. Cell. Mol. Life Sci. 65 (2008) 1459-1463, the contents of which are incorporated herein by reference in its entirety for all purposes.


In some aspects, the prenyltransferase is ORF2 comprising an amino acid sequence set forth in SEQ ID NO: 1. In some aspects, mutant recombinant polypeptides disclosed herein comprise a modification in one or more amino acid residues selected from the group consisting of the following amino acid residues, A17, C25, Q38, V49, A53, M106, A108, E112, K118, K119, Y121, F123, Q161, M162, D166, N173, L174, S177, G205, C209, F213, S214, Y216, L219, D227, R228, C230, A232, V271, L274, Y283, G286, Y288, V294, Q295, and L298 of the WT ORF2 polypeptide. For instance, the mutant ORF2 polypeptides disclosed herein may comprise an amino acid modification at 1 amino acid, 2 amino acids, 3 amino acids, 4 amino acids, 5 amino acids, 6 amino acids, 7 amino acids, 8 amino acids, 9 amino acids, 10 amino acids, 11 amino acids, 12 amino acids, 13 amino acids, 14 amino acids, 15 amino acids, 16 amino acids, 17 amino acids, 18 amino acids, 19 amino acids, 20 amino acids, 21 amino acids, 22 amino acids, 23 amino acids, 24 amino acids, 25 amino acids, 26 amino acids, 27 amino acids, 28 amino acids, 29 amino acids, 30 amino acids, 31 amino acids, 32 amino acids, 33 amino acids, 34 amino acids, 35 amino acids, or 36 amino acids selected from the group consisting of the following amino acid residues, A17, C25, Q38, V49, A53, M106, A108, E112, K118, K119, Y121, F123, Q161, M162, D166, N173, L174, S177, G205, C209, F213, S214, Y216, L219, D227, R228, C230, A232, V271, L274, Y283, G286, Y288, V294, Q295, and L298 of the WT ORF2 polypeptide.


In some aspects, the mutant ORF2 polypeptides disclosed herein may comprise an amino acid substitution of at least one amino acid residue selected from the group consisting of A17, C25, Q38, V49, A53, M106, A108, E112, K118, K119, Y121, F123, Q161, M162, D166, N173, L174, S177, G205, C209, F213, S214, Y216, L219, D227, R228, C230, A232, V271, L274, Y283, G286, Y288, V294, Q295, and L298. For instance, the mutant ORF2 polypeptides disclosed herein may comprise an amino acid substitution of 1 amino acid, 2 amino acids, 3 amino acids, 4 amino acids, 5 amino acids, 6 amino acids, 7 amino acids, 8 amino acids, 9 amino acids, 10 amino acids, 11 amino acids, 12 amino acids, 13 amino acids, 14 amino acids, 15 amino acids, 16 amino acids, 17 amino acids, 18 amino acids, 19 amino acids, 20 amino acids, 21 amino acids, 22 amino acids, 23 amino acids, 24 amino acids, 25 amino acids, 26 amino acids, 27 amino acids, 28 amino acids, 29 amino acids, 30 amino acids, 31 amino acids, 32 amino acids, 33 amino acids, 34 amino acids, 35 amino acids, or 36 amino acids selected from the group consisting of A17, C25, Q38, V49, A53, M106, A108, E112, K118, K119, Y121, F123, Q161, M162, D166, N173, L174, S177, G205, C209, F213, S214, Y216, L219, D227, R228, C230, A232, V271, L274, Y283, G286, Y288, V294, Q295, and L298.


In some aspects, the mutant ORF2 polypeptides disclosed herein comprise an amino acid sequence comprising at least one amino acid substitution, as compared to the amino acid sequence of WT ORF2, wherein the at least one amino acid substitution does not comprise an alanine substitution on an amino acid residue selected from the group consisting of 47, 64, 110, 121, 123, 126, 161, 175, 177, 214, 216, 288, 294 and 295.


In some aspects, the mutant ORF2 polypeptides disclosed herein comprise an amino acid sequence comprising at least one amino acid substitution, as compared to the amino acid sequence of WT ORF2, wherein at least one amino acid substitution is at a position selected from the group consisting of 1-46, 48-63, 65-109, 111-120, 122, 124, 125, 127-160, 162-174, 176, 178-213, 215, 217-287, 289-293, 296-307, on WT-ORF2.


In some aspects, the mutant ORF2 polypeptides disclosed herein comprise an amino acid sequence with at least about 70% identity (for instance, about 75%, about 80%, about 85%, about 90%, about 95%, about 96%, about 97%, about 98%, about 99%, or about 99.5% identity, inclusive of all values and subranges therebetween) to the amino acid sequence of SEQ ID Nos 2-300. In some aspects, the mutant ORF2 polypeptides disclosed herein comprise the amino acid sequence of SEQ ID Nos 2-300. In some aspects, the mutant ORF2 polypeptides disclosed herein consist of the amino acid sequence of SEQ ID Nos 2-300.


In some aspects, the mutant recombinant polypeptides disclosed herein catalyze a reaction using at least one prenyl donor. In some aspects, the at least one prenyl donor is DMAPP, GPP, FPP, or any combination thereof.


In some aspects, the mutant recombinant polypeptide uses a donor that is not a naturally occurring donor of the WT prenyltransferase. A “naturally-occurring donor” as used herein, refers to the donor that is used by the WT prenyltransferase to catalyze a prenylation reaction in nature (such as, in the organism that the WT prenyltransferase is found in nature). For instance, a naturally occurring donor of WT ORF2 is GPP; the disclosure provides ORF2 mutants that are able to use donors other than GPP (such as FPP) in the prenylation reaction.


In some aspects, the mutant recombinant polypeptides disclosed herein catalyze a reaction using any known substrate of a prenyltransferase such as ORF2, HypSc, PB002, PB005, PB064, PB065, and Atapt. In some aspects, the substrate is selected from the group consisting of OA, DVA, O, DV, ORA, DHBA, apigenin, naringenin and resveratrol.


In some aspects, the mutant recombinant polypeptide uses a substrate that is not a naturally occurring substrate of the WT prenyltransferase. A “naturally-occurring substrate” as used herein, refers to a substrate that is used by the WT prenyltransferase to catalyze a prenylation reaction in nature (such as, in the organism that the WT prenyltransferase is found in nature). For instance, a naturally occurring substrate of WT ORF2 is 1,3,6,8-tetrahydroxynaphthalene (THN); the disclosure provides ORF2 mutants that are able to use substrates other than THN (such as OA, apigenin, etc) in the prenylation reaction. Further details are provided in “Structural basis for the promiscuous biosynthetic prenylation of aromatic natural products” Kuzuyama et al., Nature volume 435, pages 983-987 (2005), the contents of which are incorporated by reference in its entirety.


In some aspects, the substrate is any natural or synthetic phenolic acids with a 1, 3-dihydroxyl motif, alternatively a resorcinol ring including but not limited to resveratrol, piceattanol and related stilbenes, naringenin, apigenin and related flavanones and flavones, respectively, Isoliquiritigenin, 2′-O-methylisoliquiritigenin and related chalcones, catechins and epi-catechins of all possible stereoisomers, biphenyl compounds such as 3,5-dihydroxy-biphenyl, benzophenones such as phlorobenzophenone, isoflavones such as biochanin A, genistein, and daidzein. For instance, the substrate may be any substrate listed in Tables A and B; and FIGS. 117-119.









TABLE A







Examples of ORF2 substrates which are benzoic acids and benzenediols












Tail Chain



IUPAC Chemical Name
Common Name
Length
CAS #





2,4-dihydroxybenzoic acid
β-Resorcylic acid
0-carbon
89-86-1


1,3-benzenediol
resorcinol
0-carbon
108-46-3


2,4-dihydroxy-6-methylbenzoic
o-orsellinic Acid
1-carbon
480-64-8


acid





1,3-Dihydroxy-5-methylbenzene
Orcinol
1-carbon
504-15-4


2,4-Dihydroxy-6-aethyl-

2-carbon
4299-73-4


benzoesaeure





5-ethylbenzene-1,3-diol

2-carbon
4299-72-3


2,4-dihydroxy-6-propylbenzoic
Divarinic Acid
3-carbon
4707-50-0


acid





5-propylbenzene-1,3-diol
Divarin
3-carbon
500-49-2


2-butyl-4,6-dihydroxybenzoic

4-carbon
173324-41-9


acid





5-butylbenzene-1,3-diol

4-carbon
46113-76-2


2,4-dihydroxy-6-pentyl-benzoic
Olivetolic Acid
5-carbon
491-72-5


acid;





5-pentylbenzene-1,3-diol
Olivetol
5-carbon
500-66-3


5-hexylbenzene-1,3-diol

6-carbon
5465-20-3


2-heptyl-4,6-dihydroxy-benzoic
sphaerophorolcarboxylic
7-carbon
6121-76-2


acid
acid




5-heptylbenzene-1,3-diol
Sphaerophorol
7-carbon
500-67-4


5-Dodecylbenzene-1,3-diol

12-carbon
72707-60-9


5-nonadecylbenzene-1,3-diol

19-carbon
35176-46-6
















TABLE B







Examples of other aromatic compounds which are ORF2 substrates









IUPAC Chemical Name
Common Name
CAS #





1,3-Benzenediol
resorcinol
108-46-3


3,4′,5-Trihydroxystilbene
resveratrol
89-86-1


4′5-Tetrahydroxystilbene
Piceatannol
4339-71-3


1,2-Diphenylethylene
stilbene
103-30-0


2-Phenylbenzopyran-4-one
flavone
525-82-6


2-Phenylchroman-4-one
flavanone
487-26-3


1,3-benzenediol
naringenin
108-46-3


5,7,4′-Trihydroxyflavone
apigenin
8002-66-2


(E)-1-(2,4-
Isoliquiritigenin
961-29-5


dihydroxyphenyl)-3-(4-




hydroxyphenyl)prop-2-en-1-




one




4,4′-dihydroxy-2′-
2′-O-Methylisoliquiritigenin
112408-67-0


methoxychalcone




1,3-Diphenylpropenone
chalcone
94-41-7


(2R,3S)-2-(3,4-
catechin
7295-85-4


Dihyroxyphenyl)chroman-




3,5,7-triol




(2R,3R)-2-(3,4-
epi-catechin
7295-85-4


Dihydroxyphenyl)-3,5,7-




chromanetriol




Phenylbenzene
biphenyl
92-52-4


5-Phenylresorcinol
3,5-Dihydroxy biphenyl
7028-41-3


diphenylmethanone
benzophenone
119-61-9


3-phenyl-4H-chromen-4-one
isoflavone
574-12-9


5,7-Dihydroxy-3-(4-
biochanin A
491-80-5


methoxyphenyl)-4H-




chromen-4-one




4′,5,7-Trihydroxyisoflavone
Genistein
690224-00-1


4′,7-Dihydroxyisoflavone
Diadzein
486-66-8


4-Hydroxy-6-methyl-2H-
Triacetic acid lactone
675-10-5


pyran-2-one




1,6-DHN

575-44-0









In some aspects, the products of ORF2 prenylation may further serve as substrates for ORF2. Therefore, the substrate may also be any product of an ORF2 prenylation reaction.


In some aspects, the mutant recombinant polypeptides disclosed herein produce a higher amount of total nMol of prenylated products than the WT prenyltransferase. In some aspects, the mutant recombinant polypeptides disclosed herein produce an amount of total nMol of prenylated products that is about 1% to about 1000% (for example, about 1%, about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 100%, about 150%, about 200%, about 300%, about 400%, about 500%, about 600%, about 700%, about 800%, or about 900%), inclusive all the values and subranges that lie therebetween, higher than the amount of total nMol of prenylated products produced by WT prenyltransferase.


In some aspects, the mutant recombinant polypeptides disclosed herein have an enzymatic activity higher than WT prenyltransferase. In some aspects, the mutant recombinant polypeptides disclosed herein have an activity that is about 1% to about 1000% (for example, about 1%, about 5%, about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, about 90%, about 100%, about 150%, about 200%, about 300%, about 400%, about 500%, about 600%, about 700%, about 800%, or about 900%), inclusive all the values and subranges that lie therebetween, higher than the enzymatic activity of WT prenyltransferase.


Mechanism of ORF2 Function

The inventors have discovered a ratcheting mechanism of Orf2 mutants at Q161 and S214. WT enzyme contains an active site Q161 and 5214 which both form a weak hydrogen bond with the carboxylate of olivetolic acid, resulting in a 1:5 ratio CBGA:5GOA. Mutagenesis at position Q161 to Q161H, creating a more permanent hydrogen bond donor results in almost 100% CBGA production. Mutation to Q161P loses the hydrogen bond donor, as well as modifying the secondary structure at this position. Here the olivetolic acid flips its binding position within the active site, resulting in 97% 5GOA. Similarly 5214, which sits opposite in the pocket, can be mutated to S214H, which can also hydrogen bond to olivetolic acid carboxylate and also results in almost 100% CBGA production. Mutated to S214V also flips its binding position, resulting in 90% 5GOA. See FIG. 78.


The inventors have also discovered a ratcheting mechanism of Orf2 mutants at Q295. The Q295 can interact with both the hydrocarbon tail of olivetolic acid, as well as the hydrophobic terminus of the GPP substrate. Mutation Q295 to Q295F enhances these hydrophobic interations, leading to 98% CBGA. Alternatively mutating to Q295H forms a protonated residue, which can destabilize the hydrocarbon tail, resulting in the substrate ratcheting binding orientation. The resulting hydrogen bond with the carboxylate of olivetolic acid stabilizes the flipped binding orientation, resulting in 90% 5GOA. See FIG. 79.


Polynucleotides, Vectors and Methods

The disclosure provides isolated or purified polynucleotides that encode any one of the recombinant polypeptides disclosed herein. The disclosure provides polynucleotides comprising a nucleic acid sequence with at least about 80% identity (for instance, about 85%, about 90%, about 95%, about 96%, about 97%, about 98%, or about 99%, and inclusive of all values and subranges therebetween) to the nucleic acid sequence set forth in SEQ ID NO: 301 (ORF2); SEQ ID NO: 601 (PB005) and SEQ ID NO: 603 (PBJ).


The disclosure provides a vector comprising any one of the recombinant polynucleotide sequences disclosed herein.


The disclosure further provides a host cell comprising any one of the vectors disclosed herein; any one of the polynucleotides disclosed herein; or any one of the polynucleotides encoding the recombinant polypeptides disclosed herein. Non-limiting examples of host cells include microbial host cells, such as, for example, bacteria, E. coli, yeast, microalgae; non-microbial hosts, such as, for example, insect cells, mammalian cell culture, plant cultures; and whole terrestrial plants. In some aspects, expression of any one of the vectors disclosed herein; any one of the polynucleotides disclosed herein; or any one of the polynucleotides encoding the recombinant polynucleotides disclosed herein may be done ex vivo or in vitro. In some aspects, expression of any one of the vectors disclosed herein; any one of the polynucleotides disclosed herein; or any one of the recombinant polynucleotides disclosed herein may be done in cell-free systems.


The disclosure provides methods of producing any one of the recombinant polynucleotides disclosed herein, comprising culturing the host cell comprising any one of the vectors disclosed herein, in a medium permitting expression of the recombinant polynucleotide, and isolating or purifying the recombinant polynucleotide from the host cell.


It is to be understood that the description above as well as the examples that follow are intended to illustrate, and not limit, the scope of the invention. Other aspects, advantages and modifications within the scope of the invention will be apparent to those skilled in the art to which the invention pertains.


All patents, patent applications, references, and journal articles cited in this disclosure are expressly incorporated herein by reference in their entireties for all purposes.


Examples
Example 1: Methods for Generating and Studying Aromatic Prenyltransferase Variants

A. Construction of a Synthesized Gene Library of n=96 Orf2 Variants with Select Amino Acid Substitutions and Other Orf2 Varaints.


DNA plasmids encoding the 96 “tripleton” variants of orf2 (orf2 variants) were ordered and delivered in the background of the T5 expression vector pD441-SR from DNA2.0 (now ATUM, catalog pD441-SR). The sequences for the 96 variants are described as SEQ ID NO: DNA_150247-DNA_150342. Each Orf2 variant contains a unique combination of three amino acid substitutions relative to the base construct (SEQ ID NO: DNA_consensus).


All variants aside from the tripleton parental variants were created using site directed mutagenesis with QuikChange II Site-Directed Mutagenesis Kit (Agilent catalog #200523). Standard manufacturer protocols were employed.


B. Construction of Synthesized Prenyltransferase Enzymes.


DNA plasmids encoding aromatic prenyltransferase enzymes (APTs) were ordered and delivered in the background of the T5 expression vector pD441-SR from DNA2.0 (now ATUM, catalog pD441-SR).


C. Expression and Purification of Proteins from the Synthesized Orf2 Gene Library of Orf2 Variants and Prenyltransferase Enzymes.


DNA plasmids containing each of the Orf2 variants or prenyltransferase enzymes were individually transformed into OneShot BL21(DE3) chemically competent E. coli cells (Invitrogen catalog C600003) according to the chemically competent cell transformation protocol provided by Invitrogen. This resulted in 96 individual E. coli cell lines, each containing one plasmid encoding an Orf2 variant.


To induce protein expression, individual cell lines encoding each of the “orf2 variants” or “APTs” was individually inoculated into 2 milliliters LB media with 50 micrograms per milliliter of Kanamycin sulfate in 15 milliliter culture tubes and grown at 37 degrees Celsius for 16 hours with vigorous shaking. After 16 hours, each culture was diluted into 38 milliliters LB media with 50 micrograms per milliliter of Kanamycin sulfate for a total of 40 milliliters. The absorbance at 600 nm (0D600) was monitored until it reached a value of 0.6 absorbance units. When the OD600 reached a value of 0.6, then IPTG was added to each culture to a final concentration of 500 micrograms per milliliter, resulting in an “induced culture.” Each “induced culture” was grown at 20 degrees Celsius with vigorous shaking for 20 hours.


After the cultures were grown under protein induction conditions, the target protein was extracted following a standard protein purification protocol. Each “induced culture” was spun at 4,000G for 5 minutes. The supernatant was discarded, leaving only a cell pellet. Each individual cell pellet was resuspended in 25 milliliters of a solution containing 20 millimolar Tris-HCL, 500 millimolar sodium chloride, 5 millimolar imidazole, and 10% glycerol (“lysis buffer”), resulting in a “cell slurry.” To each individual “cell slurry”, 30 microliters of 25 units per microliter Benzonase (Millipore, Benzonase, catalog number 70664-1), as well as 300 microliters of phosphatase and protease inhibitor (Thermo-Fisher, Halt Protease and Phosphatase Inhibitor Cocktail, EDTA-free, catalog number 78441) was added. Each individual “cell slurry” was then subjected to 30 second pulses of sonication, 4 times each, for a total of 120 seconds, using the Fisher Scientific Sonic Dismembrator Model 500 under 30% amplitude conditions. In between each 30 second pulse of sonication, the “cell slurry” was placed on ice for 30 seconds. After sonication, each individual “cell slurry” was centrifuged for 45 minutes at 14,000 times gravity.


Protein purification columns (Bio-Rad, Econo-Pac Chromotography Columns, catalog number 7321010) were prepared by adding 1.5 milliliters His60 resin slurry (Takara, His60 nickel superflow resin, catalog number 635660). 5 milliliters deionized water was added to resin slurry, to agitate and rinse the resin. The columns were then uncapped and the resulting flow-through was discarded. Then, 5 milliliters deionized water was added a second time, and the resulting flow-through was discarded. Then, 10 milliliters “lysis buffer” was added to the resin, completely disturbing the resin bed, and the flow-through was discarded.


The protein purification columns were capped, and the supernatant from the “cell slurry” was added to the resin bed without disturbing the resin bed. The columns were uncapped, allowing the supernatant to pass over the resin bed. The resin was then washed 2 times with 10 milliliters of a solution containing 20 millimolar Tris-HCl, 500 millimolar sodium chloride, and 20 millimolar imidazole (“wash buffer”). The flow-through from the wash steps was discarded. The protein was then eluted off the column with 10 milliliters of a solution containing 20 millimolar Tris-HCl, 200 millimolar sodium chloride, and 250 millimolar imidazole. The eluted protein was collected and dialyzed overnight in 4 liters of a solution containing 200 millimolar Tris-HCl and 800 millimolar sodium chloride in 3.5-5.0 kilodalton dialysis tubing (Spectrum Labs, Spectra/Por dialysis tubing, catalog number 133198). After overnight dialysis, protein was concentrated to approximately 10 milligrams per milliliter using centrifugal protein filters (Millipore Amicon Ultra-15 Ultracel 10K, catalog number UFC901024).


C. Screening of the Orf2 Protein Variants and Aromatic Prenytransferase Enzymes for Protein Activity and Phenotypes.


The library of Orf2 variants and APTs were screened for protein expression by western blot with an anti-HIS antibody (Cell Signaling Technologies, anti-his monoclonal antibody, catalog number 23655) according to the protocol provided by Cell Signaling Technologies for the antibody. The enzymes that had detectable levels of protein expression as determined by western blot were used in a prenylation assay.


Proteins that exhibited detectable expression by Western blot were assayed for prenylation activity using a substrate (e.g. olivetolic acid, olivetol, divarinic acid, etc.) and a donor molecule (e.g. GPP, FPP, DMAPP, etc.). Unless otherwise stated, each prenylation reaction assay was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 2 millimolar donor molecule (e.g. GPP), 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar substrate (e.g. olivetolic acid), and 20 micrograms Orf2 protein, Orf2 variant protein, or APT. These reactions were incubated for 16 hours at 30° C.


The prenylated products obtained from the various reactions described in these Examples is summarized in Table C below.









TABLE C







prenylated product summary











Name of



Attachment Site of


prenylated



the prenyl group on


product
Prenyl transferase
Substrate
Donor
the substrate





UNK1
Orf2
OA
DMAPP
CO


UNK2
Orf2
OA
DMAPP
2-O


UNK3
Orf2
OA
DMAPP
4-O


RBI-08
Orf2
OA
DMAPP
3-C


RBI-17
Orf2
OA
DMAPP
5-C


RBI-05
Orf2
OA
GPP
CO


RBI-06
Orf2
OA
GPP
2-O


UNK4
Orf2
OA
GPP
4-O


RBI-02 (CBGA)
Orf2
OA
GPP
3-C


RBI-04 (5-GOA)
Orf2
OA
GPP
5-C


RBI-56
OrI2
OA
FPP
2-O


UNK5
Orf2
OA
FPP
4-O


RBI-14 (CBFA)
Orf2
OA
FPP
3-C


RBI-16 (5-FOA)
Orf2
OA
FPP
5-C


UNK6
Orf2
DVA
DMAPP
CO


UNK7
Orf2
DVA
DMAPP
2-O


UNK8
Orf2
DVA
DMAPP
4-O


UNK9
Orf2
DVA
DMAPP
3-C


UNK10
Orf2
DVA
DMAPP
5-C


RBI-24
Orf2
DVA
GPP
CO


RBI-28
Orf2
DVA
GPP
2-O


UNK11
Orf2
DVA
GPP
4-O


RBI-26 (CBGVA)
Orf2
DVA
GPP
3-C


RBI-27
Orf2
DVA
GPP
5-C


UNK12
Orf2
DVA
FPP
CO


UNK13
Orf2
DVA
FPP
2-O


UNK14
Orf2
DVA
FPP
4-O


RBI-38
Orf2
DVA
FPP
3-C


RBI-39
Orf2
DVA
FPP
5-C


RBI-10
Orf2
O
DMAPP
1-C or 5-C


UNK16
Orf2
O
DMAPP
2-O or 4-O


UNK16
Orf2
O
DMAPP
2-O or 4-O


RBI-09
Orf2
O
DMAPP
3-C


RBI-10
Orf2
O
DMAPP
1-C or 5-C


RBI-10
HypSc
O
DMAPP
1-C or 5-C


UNK16
HypSc
O
DMAPP
2-O or 4-O


UNK16
HypSc
O
DMAPP
2-O or 4-O


RBI-09
HypSc
O
DMAPP
3-C


RBI-10
HypSc
O
DMAPP
1-C or 5-C


RBI-10
PB005
O
DMAPP
1-C or 5-C


UNK16
PB005
O
DMAPP
2-O or 4-O


UNK16
PB005
O
DMAPP
2-O or 4-O


RBI-09
PB005
O
DMAPP
3-C


RBI-10
PB005
O
DMAPP
1-C or 5-C


RBI-03 (5-GO)
Orf2
O
GPP
1-C or 5-C


RBI-20
Orf2
O
GPP
2-O or 4-O


RBI-20
Orf2
O
GPP
2-O or 4-O


RBI-01 (CBG)
Orf2
O
GPP
3-C


RBI-03 (5-GO)
Orf2
O
GPP
1-C or 5-C


RBI-15
Orf2
O
FPP
1-C or 5-C


UNK18
Orf2
O
FPP
2-O or 4-O


UNK18
Orf2
O
FPP
4-O or 2-O


UNK19
Orf2
O
FPP
3-C


RBI-15
Orf2
O
FPP
1-C or 5-C


UNK54
PB005
DV
DMAPP
1-C or 5-C


UNK55
PB005
DV
DMAPP
2-O or 4-O


UNK55
PB005
DV
DMAPP
2-O or 4-O


UNK56
PB005
DV
DMAPP
3-C


UNK54
PB005
DV
DMAPP
1-C or 5-C


UNK20
Orf2
ORA
GPP
CO


UNK21
Orf2
ORA
GPP
2-O


UNK22
Orf2
ORA
GPP
4-O


UNK23
Orf2
ORA
GPP
3-C


UNK24
Orf2
ORA
GPP
5-C


UNK25
Hypsc, 064, 065,
ORA
DMAPP
CO



orf2, 002, 005





UNK26
Hypsc, 064, 065,
ORA
DMAPP
2-O



orf2





UNK27
hypsc, Atapt
ORA
DMAPP
4-O


UNK28
064, 005
ORA
DMAPP
3-C


UNK29
orf2
ORA
DMAPP
5-C


RBI-32
PB005
DV
GPP
3C


RBI-33
PB005
DV
GPP
1-C or 5-C


UNK30
Orf2
ORA
FPP
CO


UNK31
Orf2
ORA
FPP
2-O


UNK32
Orf2
ORA
FPP
4-O


UNK33
Orf2
ORA
FPP
3-C


UNK34
Orf2
ORA
FPP
5-C


UNK60
Orf2
OA
GGPP
3C


UNK61
Orf2
OA
GGPP
5-C


UNK62
Orf2
ORA
GGPP
3C


UNK63
Orf2
ORA
GGPP
5-C


UNK64
Orf2
DVA
GGPP
3C


UNK65
Orf2
DVA
GGPP
5-C


RBI-07
Orf2
OA
GPP
3-C + 5-C


RBI-29
Orf2
DVA
GPP
3-C + 5-C


RBI-30
Orf2
DVA
GPP
5-C + 2-O


RBI-36
Orf2
DV
GPP
3-C + 5-C


UNK35
Orf2
DV
GPP
5-C + 1-C


UNK36
Orf2
OA
GPP,
5-C (GPP) + 3-C





DMAPP
(DMAPP)


RBI-22
Orf2
OA
GPP,
5-C (DMAPP) + 3-C





DMAPP
(GPP)


UNK38
Orf2
OA
GPP,
CO (GPP) + 3-C





DMAPP
(DMAPP)


RBI-18
Orf2
OA
DMAPP
5-C + 3-C


UNK40
005 + Orf2
O
GPP,
5-C (GPP) + 3-C





DMAPP
(DMAPP)


UNK41
005 + Orf2
O
GPP,
5-C (DMAPP) + 3-C





DMAPP
(GPP)


UNK42
Orf2
OA
GPP, FPP
5-C (GPP) + 3-C






(FPP)


RBI-12
PB005
O
DMAPP
1-C + 5-C


RBI-11
PB005
O
DMAPP
1-C + 3-C


UNK44
005 + Orf2
O
FPP,
5-C (DMAPP) + 3-C





DMAPP
(FPP)


UNK45
005 + Orf2
O
FPP,
5-C (DMAPP) + 1-C





DMAPP
(FPP)


UNK46
Orf2
O
GPP, FPP
5-C (GPP) + 3-C






(FPP)


UNK57
PB005/HypSc
DV
DMAPP
5-C + 3-C


UNK58
PB005/HypSc
DV
DMAPP
5-C + 1-C


UNK59
Orf2
ORA
GPP
5-C + 3-C


UNK66
005 + Orf2
O
GPP,
5-C (DMAPP) + 1-C





DMAPP
(GPP)


UNK67
005 + Orf2
O
GPP,
5-C (DMAPP) + 1-C





DMAPP
(DMAPP) + 3-C (GPP)









Example 2: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using OA as Substrate and DMAPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using OA as substrate and DMAPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 3.9, 5.44, 5.57, 6.29, and 6.66 minutes.


Table 1 provides a summary of the prenylation products produced from OA and DMAPP, their retention times, and the hypothesized prenylation site on OA. FIG. 16 shows the predicted chemical structures of the respective prenylation products.









TABLE 1







Predicted prenylation products of Orf2 or Orf2 Mutants


when using OA as substrate and DMAPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK1
OA
DMAPP
CO
3.9


UNK2
OA
DMAPP
2-O
6.66


UNK3
OA
DMAPP
4-O
6.29


RBI-08
OA
DMAPP
3-C
5.44


RBI-17
OA
DMAPP
5-C
5.57









Table 2 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using Olivetolic Acid (OA) as substrate and Dimethylallyl pyrophosphate (DMAPP) as donor. Table 2 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 2







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using OA as substrate and DMAPP as donor













ID#
Mutations
3.9
5.44
5.57
6.29
6.66
















1
WT
0.0055
0.0809
0.058
0.0052
0.0193


2
V9_Q38G_E112D_F123H
0.0021
0.0901
0.1688
0.0124
0.0045


3
V17_V49L_F123A_Y283L
0.0043
0.0365
0.0163
0.0001
0.0026


4
V25_L219F_V294N_Q295A
0.0102
0.3034
0.0456
0.0004
0.0986


5
V33_A17T_C25V_E112G
0.0028
0.0471
0.0501
0.0007
0.0075


6
V49_G205L_R228E_C230N
0.0038
0.0245
0.0185
0.0008
0.0074


7
V57_C25V_A232S_V271E
0.0031
0.0192
0.0163
0.0002
0.0055


8
V65_V49A_Q161S_V294A
0.0125
0.3382
0.1002
0.0006
0.1914


9
V73_V49S_K118Q_S177E
0.0093
0.028
0.0213
0.0002
0.0089


10
V81_V49L_D166E_L274V
0.0037
0.0287
0.0221
0.001
0.004


11
V89_Y121W_S177Y_G286E
0.0009
0.0308
0.0208
0.0002
0.0067


12
V10_V49A_S177Y_C209G
0.0039
0.0203
0.0112
0.001
0.0086


13
V26_A53E_A108G_K118N
0.0031
0.0224
0.0276
0.0001
0.0055


14
V34_A53Q_Y121W_A232S
0.0034
0.0194
0.0162
0.0005
0.0074


15
V42_D166E_S177Y_S214F
0.0018
0.0235
0.011
0.0011
0.0061


16
V58_K118Q_L174V_R228Q
0.0036
0.0213
0.0115
0.0001
0.008


17
V66_C25V_F213M_Y216A
0.0019
0.0236
0.0107
0.0001
0.0077


18
V74_M106E_Y121W_D166E
0.0022
0.02
0.0075
0.0008
0.01


19
V82_V49S_K119D_F213M
0.0022
0.0215
0.0078
0.0003
0.007


20
V90_A17T_F123W_L298A
0.0026
0.0361
0.0189
0.001
0.008


21
V3_V49S_M162A_Y283L
0.0036
0.0354
0.0755
0.0073
0.0093


22
V11_K118N_K119A_V271E
0.003
0.0168
0.0076
0.001
0.0072


23
V19_V49L_S214R_V271E
0.0046
0.0233
0.0092
0.0001
0.0072


24
V35_A53Q_S177Y_Y288H
0.0088
0.0993
0.0948
0.0151
0.0379


25
V43_Q161A_M162F_Q295A
0.0149
0.7629
0.0088
0.0002
0.4698


26
V51_V49L_K119D_G205M
0.0042
0.0263
0.0104
0.0004
0.0113


27
V59_V49S_S214G_V294A
0.0067
0.0323
0.0351
0.0002
0.0048


28
V67_A108G_K119D_L298A
0.0026
0.0239
0.0083
0.001
0.0046


29
V75_A53Q_L274V_Q295A
0.004
0.0268
0.0095
0.0002
0.0101


30
V83_E112D_L219F_V294F
0.0066
0.0762
0.0657
0.0079
0.0132


31
V91_N173D_F213M_V294F
0.0014
0.0206
0.0205
0.001
0.0077


32
V4_K118Q_Q161W_S214F
0.0029
0.023
0.0193
0.0001
0.0086


33
V20_D227E_C230N_Q295W
0.0025
0.0281
0.0237
0.0001
0.0073


34
V28_A53T_D166E_Q295W
0.0066
0.095
0.0939
0.0214
0.0219


35
V44_A53E_Q161A_V294N
0.0054
0.1369
0.0624
0.001
0.0241


36
WT
0.001
0.101
0.066
0.001
0.013


37
V52_K119A_S214G_L298A
0.001
0.021
0.006
0.001
0.005


38
V60_E112D_K119A_N173D
0.001
0.019
0.007
0.001
0.006


39
V68_K118N_C209G_R228Q
0.001
0.02
0.007
0.001
0.008


40
V76_V49A_F123A_Y288H
0.001
0.021
0.008
0.001
0.007


41
V84_F123H_L174V_S177E
0.001
0.104
0.057
0.002
0.011


42
V92_A53T_E112D_G205M
0.003
0.122
0.141
0.019
0.028


43
V69_A53T_M106E_Q161S
0.001
0.106
0.056
0.001
0.014


44
V60_E112D_K119A_N173D
0.001
0.019
0.003
0.001
0.009


45
V62_A53T_N173D_S214R
0.001
0.024
0.004
0.001
0.008


46
V70_Q38G_D166E_Q295A
0.001
0.14
0.08
0.002
0.009


47
V78_K119D_Q161W_L298Q
0.001
0.021
0.006
0.001
0.007


48
V94_A17T_V49A_C230N
0.001
0.017
0.004
0.001
0.007


49
V15_A53E_F213M_R228Q
0.001
0.02
0.005
0.001
0.007


50
V23_L219F_Y283L_L298W
0.001
0.029
0.043
0.001
0.01


51
V31_D227E_R228E_L298Q
0.001
0.015
0.003
0.001
0.007


52
V39_A53T_K118N_S214F
0.001
0.026
0.087
0.001
0.007


53
V47_K118Q_F123A_R228E
0.001
0.016
0.004
0.001
0.004


54
V55_V49S_Y216A_V294N
0.001
0.017
0.005
0.001
0.007


55
V63_F123W_M162F_C209G
0.001
0.021
0.005
0.001
0.007


56
V79_V49A_Y121W_C230S
0.001
0.023
0.005
0.001
0.005


57
V87_S177W_Y288H_V294N
0.001
0.027
0.005
0.001
0.006


58
V95_A17T_Q161W_A232S
0.001
0.194
0.067
0.001
0.015


59
V8_K119A_Q161A_R228Q
0.001
0.029
0.005
0.001
0.01


60
V16_A53Q_S177W_L219F
0.002
0.093
0.069
0.003
0.007


61
V32_M162A_C209G_Y288H
0.001
0.035
0.007
0.001
0.008


62
V40_S177E_S214R_R228E
0.001
0.031
0.007
0.001
0.009


63
V48_V49L_E112D_G286E
0.001
0.024
0.006
0.001
0.007


64
V56_F123A_M162F_S214G
0.002
0.038
0.046
0.005
0.01


65
V72_E112G_G205M_L298W
0.001
0.061
0.163
0.033
0.007


66
V80_M162A_N173D_S214F
0.002
0.028
0.012
0.001
0.007


67
V88_A108G_Q161S_G205M
0.001
0.04
0.087
0.001
0.007


68
WT
0.001
0.076
0.047
0.002
0.017


69
Q38G_D166E
0.001
0.039
0.031
0.001
0.009


70
Q38G_Q295A
0.001
0.1
0.062
0.004
0.02


71
D166E_Q295A
0.001
0.049
0.011
0.001
0.018


72
L219F_V294N
0.002
0.147
0.074
0.003
0.034


73
L219F_Q295A
0.003
0.114
0.013
0.001
0.048


74
V294N_Q295A
0.003
0.257
0.111
0.009
0.057


75
A53Q_S177W
0.001
0.149
0.059
0.001
0.017


76
A53Q_L219F
0.001
0.069
0.056
0.003
0.017


77
S177W_L219F
0.001
0.068
0.062
0.001
0.009


78
A108G_Q161S
0.001
0.038
0.123
0.001
0.007


79
A108G_G205M
0.001
0.031
0.031
0.001
0.006


80
Q161S_G205M
0.001
0.089
0.028
0.001
0.021


81
F123H_L174V
0.002
0.101
0.113
0.006
0.007


82
F123H_S177E
0.001
0.188
0.106
0.001
0.007


83
L174V_S177E
0.002
0.096
0.046
0.001
0.012


84
A53T_D166E
0.001
0.051
0.061
0.004
0.01


85
A53T_Q295W
0.008
0.459
0.307
0.104
0.09


86
D166E_Q295W
0.002
0.107
0.064
0.007
0.021


87
A53Q_S177Y
0.001
0.059
0.05
0.004
0.002


88
A53Q_Y288H
0.013
0.2
0.099
0.018
0.13


89
S177Y_Y288H
0.002
0.059
0.033
0.003
0.024


90
V49A_Q161S
0.003
0.146
0.045
0.001
0.065


91
V49A_V294A
0.002
0.094
0.04
0.003
0.059


92
Q161S_V294A
0.009
0.479
0.103
0.001
0.091


93
A53T_M106E
0.001
0.077
0.073
0.007
0.014


94
A53T_Q161S
0.005
0.348
0.116
0.002
0.06


95
M106E_Q161S
0.001
0.06
0.028
0.001
0.011


96
A53T_K118N
0.001
0.023
0.018
0.001
0.002


97
A53T_S214F
0.001
0.18
0.296
0.024
0.01


98
K118N_S214F
0.001
0.024
0.047
0.001
0.01


99
WT
0.002
0.082
0.056
0.001
0.018


100
A108G
0.001
0.035
0.162
0.001
0.007


101
A53Q
0.001
0.072
0.056
0.002
0.017


102
A53T
0.004
0.183
0.16
0.02
0.031


103
D166E
0.001
0.05
0.051
0.001
0.007


104
F123H
0.002
0.106
0.153
0.01
0.006


105
G205M
0.001
0.072
0.046
0.003
0.014


106
K118N
0.001
0.027
0.03
0.001
0.005


107
L219F
0.001
0.07
0.059
0.001
0.015


108
M106E
0.001
0.051
0.036
0.001
0.008


109
Q161S
0.003
0.204
0.076
0.001
0.03


110
Q295A
0.01
0.308
0.029
0.002
0.128


111
Q295W
0.017
0.894
0.361
0.069
0.171


112
Q38G
0.001
0.064
0.047
0.001
0.014


113
S177E
0.002
0.13
0.066
0.001
0.016


114
S177W
0.001
0.089
0.059
0.001
0.013


115
S177Y
0.001
0.069
0.06
0.001
0.012


116
S214F
0.001
0.049
0.072
0.001
0.005


117
V294A
0.006
0.218
0.104
0.006
0.051


118
V294N
0.003
0.171
0.071
0.003
0.039


119
V49A
0.003
0.05
0.025
0.001
0.017


120
Y288H
0.005
0.095
0.034
0.001
0.053


121
Q161D
0.002
0.093
0.038
0.001
0.013


122
Q161P
0.001
0.046
0.036
0.001
0.011


123
Q161W
0.001
0.055
0.061
0.001
0.008


124
A53I
0.002
0.072
0.045
0.001
0.008


125
A53R
0.002
0.04
0.03
0.001
0.007


126
A53T
0.003
0.188
0.169
0.021
0.031


127
A53W
0.001
0.024
0.013
0.001
0.005


128
V64_M106E_M162A_Y216A
0.001
0.017
0.008
0.001
0.006


129
WT
0.001
0.092
0.067
0.003
0.014


130
WT
0.002
0.079
0.051
0.003
0.018


131
Q295Q
0.002
0.079
0.051
0.003
0.018


132
Q295C
0.018
0.855
0.03
0.019
0.543


133
Q295E
0.001
0.064
0.018
0.001
0.01


134
Q295F
0.074
3.511
0.096
0.016
1.113


135
Q295G
0.007
0.381
0.086
0.002
0.131


136
Q295H
0.007
0.208
0.162
0.025
0.054


137
Q295I
0.025
1.125
0.033
0.002
0.671


138
Q295L
0.033
1.618
0.039
0.005
0.616


139
Q295M
0.043
2.088
0.087
0.015
0.592


140
Q295N
0.002
0.143
0.029
0.001
0.041


141
Q295P
0.001
0.049
0.013
0.001
0.012


142
Q295R
0.001
0.011
0.008
0.001
0.005


143
Q295S
0.003
0.173
0.031
0.001
0.049


144
Q295T
0.002
0.094
0.016
0.001
0.032


145
Q295V
0.019
0.739
0.036
0.003
0.269


146
Q295W
0.014
0.889
0.329
0.107
0.21


147
A53T_V294A
0.009
0.663
0.489
0.081
0.141


148
A53T_Q161S_V294A
0.013
1.132
0.306
0.005
0.188


149
A53T_Q161S_V294N
0.009
0.903
0.244
0.004
0.15


150
A53T_Q295A
0.01
0.344
0.06
0.009
0.141


151
Q161S_V294A_Q295A
0.052
2.369
0.223
0.006
0.539


152
A53T_Q161S_Q295A
0.022
1.181
0.136
0.004
0.33


153
A53T_V294A_Q295A
0.045
1.216
0.161
0.052
0.402


154
A53T_Q161S_V294A_Q295A
0.056
2.603
0.308
0.011
0.539


155
A53T_Q161S_V294N_Q295A
0.03
2.286
0.351
0.009
0.377


156
A53T_Q295W
0.015
0.831
0.543
0.171
0.166


157
Q161S_V294A_Q295W
0.026
1.165
0.307
0.016
0.246


158
A53T_Q161S_Q295W
0.024
1.157
0.33
0.028
0.208


159
A53T_V294A_Q295W
0.014
0.716
0.455
0.117
0.141


160
A53T_Q161S_V294A_Q295W
0.021
1.042
0.332
0.026
0.19


161
A53T_Q161S_V294N_Q295W
0.024
1.173
0.365
0.018
0.215


162
WT
0.001
0.094
0.066
0.004
0.018


163
S214K
0.001
0.078
0.05
0.001
0.01


164
Q161A
0.001
0.101
0.053
0.003
0.021


165
Q161H
0.028
1.693
0.06
0.001
0.507


166
Q161K
0.001
0.043
0.05
0.011
0.005


167
A53F
0.001
0.015
0.006
0.001
0.007


168
S177W_Q295A
0.03
6.53
0.024
0.001
1.194


169
S177W_S214R
0.001
0.166
0.01
0.001
0.052


170
Q161S_S177W
0.001
0.143
0.028
0.001
0.019


171
A53T_S177W
0.001
0.157
0.108
0.004
0.02


172
V49A_Q295L
0.006
0.093
0.009
0.001
0.025


173
V49A_S214R
0.001
0.08
0.008
0.001
0.04


174
A53T_Q295F
0.078
2.46
0.113
0.035
0.864


175
A53T_S214R
0.007
1.158
0.042
0.001
0.306


176
A53T_A161S
0.008
0.524
0.2
0.004
0.085


177
Q161S_Q295F
0.086
3.918
0.096
0.003
1.178


178
Q161S_Q295L
0.088
4.011
0.086
0.025
1.18


179
Q16S_S214R
0.001
0.236
0.035
0.001
0.064


180
S214R_Q295F
0.126
5.266
0.02
0.002
3.086


181
WT
0.001
0.064
0.043
0.003
0.016


182
WT
0.001
0.064
0.043
0.003
0.016


183
S214D
0.002
0.079
0.035
0.001
0.013


184
S214E
0.001
0.224
0.291
0.003
0.009


185
S214F
0.001
0.042
0.067
0.002
0.009


186
S214H
0.003
0.651
0.022
0.001
0.204


187
S214I
0.001
0.043
0.051
0.001
0.012


188
S214L
0.001
0.024
0.049
0.001
0.004


189
S214M
0.001
0.047
0.071
0.002
0.008


190
S214N
0.001
0.026
0.022
0.001
0.005


191
S214R
0.001
0.292
0.018
0.001
0.086


192
S214T
0.001
0.06
0.039
0.001
0.018


193
S214V
0.001
0.044
0.031
0.001
0.016


194
S214W
0.001
0.075
0.044
0.001
0.007


195
S214Y
0.001
0.062
0.169
0.003
0.011


196
Q161G
0.001
0.048
0.035
0.001
0.01


197
Q161N
0.001
0.047
0.038
0.001
0.013


198
Q161Q
0.001
0.053
0.036
0.002
0.016


199
A53M
0.002
0.083
0.058
0.006
0.022


200
A53N
0.001
0.025
0.017
0.001
0.009


201
A53S
0.001
0.078
0.059
0.004
0.001


202
A53V
0.005
0.178
0.091
0.006
0.036


203
V24_A17T_F213M_S214R
0.001
0.111
0.005
0.001
0.035


204
A53G
0.001
0.029
0.026
0.001
0.005


205
R228E
0.001
0.01
0.004
0.001
0.005


206
WT
0.001
0.073
0.053
0.002
0.019


207
Q161C
0.001
0.138
0.095
0.002
0.025


208
Q161F
0.001
0.18
0.108
0.004
0.045


209
Q161I
0.002
0.115
0.076
0.005
0.034


210
Q161L
0.001
0.17
0.088
0.009
0.048


211
Q161L
0.001
0.128
0.067
0.004
0.037


212
Q161M
0.003
0.13
0.099
0.002
0.044


213
Q161R
0.001
0.335
0.033
0.001
0.04


214
Q161S
0.002
0.124
0.05
0.001
0.024


215
Q161T
0.001
0.116
0.05
0.001
0.025


216
Q161Y
0.16
1.608
0.262
0.003
0.258


217
A53D
0.001
0.039
0.033
0.001
0.011


218
A53E
0.001
0.011
0.007
0.001
0.005


219
A53K
0.001
0.073
0.063
0.007
0.016


220
A53L
0.005
0.13
0.078
0.015
0.029


221
A53Q
0.001
0.068
0.059
0.005
0.017


222
A53Y
0.001
0.016
0.006
0.001
0.008


223
WT
0.001
0.069
0.049
0.002
0.017


224
V36_F123H_L274V_L298A
0.001
0.015
0.017
0.001
0.006


225
Q295D
0.013
0.547
0.086
0.002
0.142


226
Q295K
0.001
0.082
0.032
0.001
0.02


227
S214P
0.001
0.012
0.005
0.001
0.007


228
A53P
0.001
0.011
0.011
0.001
0.007


229
WT
0.031
0.066
0.048
0.004
0.012


230
K118Q
0.074
0.027
0.064
0.004
0.008


231
K119Q
0.029
0.012
0.005
0.001
0.003


232
M162A
0.025
0.191
1.105
0.284
0.033


233
K119D
0.035
0.091
0.064
0.003
0.02


234
F123A
0.023
0.148
0.12
0.017
0.006


235
K118N
0.02
0.018
0.038
0.001
0.003


236
Q161W
0.096
0.052
0.072
0.001
0.003


237
D227E
0.034
0.052
0.056
0.004
0.008


238
L274V
0.029
0.02
0.013
0.001
0.009


239
S214G
0.033
0.041
0.265
0.048
0.006


240
Y216A
0.033
0.01
0.005
0.001
0.003


241
F123W
0.031
0.011
0.006
0.001
0.001


242
V271E
0.034
0.01
0.004
0.001
0.001


243
N173D
0.041
0.01
0.004
0.001
0.001


244
R228Q
0.024
0.01
0.005
0.001
0.001


245
M162F
0.028
0.044
0.018
0.001
0.01


246
A232S
0.03
0.385
0.054
0.001
0.115


247
C230S
0.021
0.024
0.018
0.001
0.005


248
V294F
0.032
0.052
0.039
0.006
0.009


249
Y283L
0.027
0.057
0.031
0.003
0.008


250
S214R
0.026
0.513
0.03
0.001
0.148


251
G286E
0.033
0.012
0.002
0.001
0.009


252
S214A
0.001
0.03
0.046
0.006
0.009


253
S214A
0.001
0.038
0.053
0.01
0.021


254
S214G
0.0009
0.0428
0.2804
0.0536
0.007


255
S214Q
0.0023
0.1456
0.1448
0.0018
0.0052


256
Q161E
0.0062
0.0477
0.032
0.0009
0.0134


257
Q161V
0.0011
0.0754
0.0588
0.0019
0.0188


258
A53C
0.0031
0.0791
0.0544
0.0007
0.0183


259
WT
0.001
0.065
0.047
0.005
0.016









The amount of each prenylation product was measured by HPLC. FIG. 1 shows a heatmap of the HPLC areas of each prenylation product generated using OA as substrate and DMAPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 2.


Example 3: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using OA as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using OA as substrate and GPP as donor produces 6 products as detected by HPLC. The respective retention times of these products are approximately 6.14, 7.03 [CBGA], 7.27 [5-GOA], 8.17, 8.77, and 11.6 minutes.


Table 3 provides a summary of the prenylation products produced from OA and GPP, their retention times, and the hypothesized prenylation site on OA. FIG. 17 shows the predicted chemical structures of the respective prenylation products.









TABLE 3







Predicted prenylation products of Orf2 or Orf2 Mutants


when using OA as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














RBI-05
OA
GPP
CO
6.14


RBI-06
OA
GPP
2-O
8.77


UNK4
OA
GPP
4-O
8.17


RBI-02
OA
GPP
3-C
7.03


(CBGA)






RBI-04
OA
GPP
5-C
7.27


(5-GOA)






RBI-07
OA
GPP
3-C + 5-C
11.6









Table 4 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using OA as substrate and GPP as donor. Table 4 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 4







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using OA as substrate and GPP as donor














ID#
Mutations
6.14
CBGA
5-GOA
8.17
8.77
11.6

















1
WT
0.2794
7.9349
13.7212
1.0323
0.4271
1.9618


2
V9_Q38G_E112D_F123H
0.1061
1.0302
5.2532
0.1011
0.073
0.2181


3
V17_V49L_F123A_Y283L
0.07
0.1966
0.076
0.0238
0.0048
0.0002


4
V25_L219F_V294N_Q295A
0.3916
12.2815
1.9643
1.4293
0.7139
0.4415


5
V33_A17T_C25V_E112G
0.2338
3.6625
10.4026
0.641
1.8779
0.4371


6
V49_G205L_R228E_C230N
0.044
0.0786
0.0978
0.0086
0.0205
0.011


7
V57_C25V_A232S_V271E
0.0533
0.1055
0.034
0.0244
0.005
0.0005


8
V65_V49A_Q161S_V294A
0.9607
12.1374
7.434
1.8802
1.6359
0.6581


9
V73_V49S_K118Q_S177E
2.4814
1.454
0.7051
0.0547
0.8276
0.0316


10
V81_V49L_D166E_L274V
0.0656
0.1064
0.0287
0.0092
0.0079
0.0012


11
V89_Y121W_S177Y_G286E
0.0507
0.0455
0.0225
0.0049
0.0018
0.0008


12
WT
0.2572
6.3536
10.0533
0.7506
0.2991
1.4653


13
V52_K119A_S214G_L298A
0.0832
0.1415
10.2648
0.0255
0.0235
0.1171


14
V60_E112D_K119A_N173D
0.0392
0.0151
0.0781
0.0009
0.0001
0.0023


15
V68_K118N_C209G_R228Q
0.0709
0.034
0.0426
0.0009
0.001
0.0003


16
V76_V49A_F123A_Y288H
0.062
0.0381
0.0229
0.0021
0.0018
0.0023


17
V84_F123H_L174V_S177E
0.3055
2.1758
0.6027
0.1708
0.0502
0.0747


18
V92_A53T_E112D_G205M
0.3547
5.2677
35.928
1.2267
0.5641
3.3962


19
V69_A53T_M106E_Q161S
0.6502
19.6975
7.6006
1.7073
0.3979
2.796


20
V60_E112D_K119A_N173D
0.0561
0.253
0.1639
0.0251
0.039
0.0315


21
V62_A53T_N173D_S214R
0.1688
2.6452
0.0297
0.9909
0.0003
0.0071


22
V70_Q38G_D166E_Q295A
0.4737
3.4776
0.7322
0.2353
0.0732
0.1125


23
WT
0.2827
7.1705
11.5331
0.8652
0.3439
1.3876


24
Q295A
1.45
30.5523
5.1674
3.4945
0.5593
2.9359


25
V10_V49A_S177Y_C209G
0.0758
0.096
0.0479
0.0079
0.08
0.0294


26
V26_A53E_A108G_K118N
0.0828
0.0789
0.08
0.0073
0.0056
0.005


27
V34_A53Q_Y121W_A232S
0.0836
0.074
0.0259
0.0057
0.0026
0.0009


28
V42_D166E_S177Y_S214F
0.0795
0.0941
0.0515
0.01
0.0055
0.0012


29
V58_K118Q_L174V_R228Q
0.0903
0.1705
0.2533
0.0174
0.01
0.0003


30
V66_C25V_F213M_Y216A
0.0811
0.3019
0.3944
0.056
0.0145
0.0043


31
V74_M106E_Y121W_D166E
0.0881
0.1227
0.0352
0.013
0.0097
0.0005


32
V82_V49S_K119D_F213M
0.076
0.1102
0.0306
0.0102
0.0053
0.0002


33
V90_A17T_F123W_L298A
0.0817
0.4756
0.9124
0.1185
0.0793
0.0155


34
V3_V49S_M162A_Y283L
0.1636
0.3405
4.5126
0.0373
0.0566
0.1002


35
V11_K118N_K119A_V271E
0.0805
0.1113
0.0375
0.0128
0.0126
0.0053


36
V19_V49L_S214R_V271E
0.0788
0.1846
0.037
0.0157
0.0098
0.0023


37
V35_A53Q_S177Y_Y288H
1.633
8.8464
2.5998
1.1577
1.0822
0.1161


38
V43_Q161A_M162F_Q295A
0.2118
3.5161
1.2921
0.8034
0.1313
0.045


39
V51_V49L_K119D_G205M
0.0824
0.1206
0.0388
0.0144
0.0043
0.0013


40
V59_V49S_S214G_V294A
3.2839
1.4838
4.583
0.0931
0.3677
0.1361


41
V67_A108G_K119D_L298A
0.1131
0.1369
0.1136
0.013
0.0139
0.001


42
V75_A53Q_L274V_Q295A
0.0825
0.597
0.1642
0.0681
0.0231
0.0037


43
V83_E112D_L219F_V294F
0.2227
3.6877
11.4492
0.4814
0.2136
0.7145


44
V91_N173D_F213M_V294F
0.0663
0.1974
10.3487
0.0444
0.0166
0.2421


45
V4_K118Q_Q161W_S214F
0.0797
0.363
0.3916
0.0553
0.0124
0.002


46
V20_D227E_C230N_Q295W
0.1509
1.0926
0.3784
0.3591
0.0298
0.01


47
V28_A53T_D166E_Q295W
0.8082
10.436
6.5108
1.9787
0.2202
0.9405


48
V44_A53E_Q161A_V294N
0.0887
1.723
25.4591
0.4753
0.1107
1.1284


49
WT
0.2425
6.4286
10.4623
0.6951
0.2566
0.5593


50
WT
0.2499
5.874
8.9833
0.6112
0.2655
0.6241


51
V78_K119D_Q161W_L298Q
0.0685
0.1699
0.0603
0.0033
0.0131
0.0136


52
V94_A17T_V49A_C230N
0.0987
0.1648
0.1333
0.0023
0.1625
0.0055


53
V15_A53E_F213M_R228Q
0.0718
0.2147
4.5314
0.0244
0.0191
0.0586


54
V23_L219F_Y283L_L298W
0.0866
1.0864
8.9357
0.1104
0.0763
0.2369


55
V31_D227E_R228E_L298Q
0.0556
0.0592
0.0855
0.0872
0.02
0.0069


56
V39_A53T_K118N_S214F
0.0526
2.2095
3.9318
0.0648
0.0048
0.0547


57
V47_K118Q_F123A_R228E
0.0604
0.0776
0.078
0.0067
0.007
0.0001


58
V55_V49S_Y216A_V294N
0.4959
1.9114
0.4928
0.1476
0.1559
0.0087


59
V71_M106E_G205L_C209G
0.0518
0.0997
0.0249
0.0092
0.0086
0.0033


60
V79_V49A_Y121W_C230S
0.0694
0.0708
0.0208
0.0033
0.0074
0.0026


61
V87_S177W_Y288H_V294N
0.0725
0.5522
0.0445
0.0868
0.0123
0.0062


62
V95_A17T_Q161W_A232S
0.4328
23.1993
0.9315
1.8941
0.9875
0.0966


63
V8_K119A_Q161A_R228Q
0.0647
0.2165
0.1833
0.0196
0.0156
0.0033


64
V16_A53Q_S177W_L219F
0.2639
12.9917
1.637
0.3433
0.1857
0.3446


65
V32_M162A_C209G_Y288H
0.0692
0.2351
0.2343
0.0444
0.0204
0.0111


66
V40_S177E_S214R_R228E
0.071
0.1508
0.0335
0.0153
0.0086
0.0041


67
V48_V49L_E112D_G286E
0.0628
0.2671
0.0386
0.0575
0.0892
0.0026


68
V56_F123A_M162F_S214G
0.0895
0.1889
2.8827
0.0324
0.022
0.0303


69
V72_E112G_G205M_L298W
0.1442
1.6029
20.1789
0.174
0.248
0.6997


70
V80_M162A_N173D_S214F
0.0491
0.7197
5.9863
0.3816
0.0261
0.0878


71
V88_A108G_Q161S_G205M
0.35
7.8534
4.4162
1.0133
0.4621
0.549


72
WT
0.2595
7.5193
13.3225
0.8722
0.3068
0.6495


73
Q38G_D166E
0.1125
1.696
3.3192
0.135
0.0809
0.0863


74
Q38G_Q295A
0.3453
8.3585
11.1794
0.8498
0.3854
1.5188


75
D166E_Q295A
0.3403
5.9791
1.1668
0.5835
0.4446
0.1339


76
L219F_V294N
0.3331
9.5132
23.3479
1.7313
0.5213
1.7665


77
L219F_Q295A
0.3374
8.5459
0.9632
0.7676
0.4075
0.1568


78
L219F_Q295A
0.3491
10.339
0.9624
0.9641
0.4572
0.1088


79
V294N_Q295A
0.3448
9.491
25.3286
1.8217
0.6272
2.3726


80
A53Q_S177W
0.267
16.0111
1.9004
0.581
0.274
0.8811


81
A53Q_S177W
0.2679
18.1078
2.2106
0.6227
0.248
0.5122


82
A53Q_L219F
0.2547
7.0862
15.0794
0.6211
0.2459
0.8256


83
WT
0.2166
5.7052
10.3837
0.6679
0.326
0.4558


84
WT
0.1964
4.9344
8.3046
0.5323
0.2672
0.5161


85
A108G_Q161S
0.2656
4.0905
2.095
0.498
0.2241
0.554


86
A108G_G205M
0.1069
0.7184
1.7257
0.1012
0.0519
0.1179


87
Q161S_G205M
0.2449
10.3718
10.2265
1.315
0.3328
1.2632


88
F123H_L174V
0.1403
0.6711
1.7437
0.0771
0.0465
0.1729


89
F123H_S177E
0.3403
1.9731
0.5717
0.15
0.0774
0.153


90
L174V_S177E
0.3898
16.4952
2.7406
0.7724
0.2891
1.2376


91
A53T_D166E
0.242
3.1403
18.5969
0.4713
0.3019
1.3883


92
A53T_Q295W
1.6781
22.1195
6.0823
1.6555
0.4152
3.7797


93
D166E_Q295W
0.7739
13.0528
2.9087
1.6617
0.2638
1.1289


94
A53Q_S177Y
0.1722
1.6822
6.6658
0.1745
0.1247
0.3941


95
A53Q_Y288H
2.0851
13.2602
2.0825
1.4116
1.8522
0.2549


96
S177Y_Y288H
0.7662
4.8269
0.8808
0.7668
0.6572
0.0963


97
V49A_Q161S
0.5978
6.6391
3.2987
0.7232
0.7494
0.2188


98
V49A_V294A
0.741
2.9734
4.071
0.3087
0.8879
0.1941


99
Q161S_V294A
0.2907
18.5112
19.4499
2.4585
0.549
3.238


100
A53T_M106E
0.4607
8.5722
13.3998
0.6753
0.2034
1.1296


101
A53T_K118N
0.1698
1.0746
6.1515
0.1137
0.0954
0.311


102
A53T_S214F
0.1244
14.0659
19.3815
0.5432
0.0211
0.3179


103
A53T_S214F
0.0534
5.7351
7.2164
0.3014
0.0485
0.1489


104
K118N_S214F
0.0788
0.5533
0.5112
0.0412
0.0184
0.0479


105
WT
0.4287
10.433
16.3978
1.2802
0.4668
1.1985


106
Q295W
0.683
17.6777
1.7024
1.9224
1.0897
0.8575


107
Q295C
0.6718
21.8175
1.785
1.8402
2.0448
1.7573


108
Q295E
0.2404
7.3647
0.5962
0.2611
0.1293
0.111


109
Q295F
0.9554
62.6583
0.6746
2.5003
1.2552
0.9292


110
Q295G
0.6592
19.6614
3.352
2.3502
0.8261
1.7693


111
Q295H
0.6702
16.0317
34.4247
2.4852
0.3933
1.5102


112
Q295I
0.7531
24.5172
0.6814
0.6973
1.2208
0.2052


113
Q295L
1.017
42.3189
0.8181
1.9052
3.3264
0.6838


114
Q295M
1.0329
50.0921
1.7649
2.497
1.7455
1.4423


115
Q295N
0.3461
5.4797
4.0139
0.6466
0.6109
0.1501


116
WT
0.2794
7.7755
13.2073
0.9478
0.3935
0.7294


117
A108G
0.1028
1.0247
1.9316
0.1598
0.0929
0.0583


118
A53Q
0.2373
6.8076
17.9665
0.8513
0.2734
1.2782


119
A53T
0.4698
9.639
33.3605
1.6065
0.7544
4.0906


120
D166E
0.1719
3.5491
7.1374
0.371
0.2443
0.4411


121
F123H
0.095
1.0763
3.4321
0.1215
0.0978
0.1436


122
G205M
0.2882
7.6703
16.3875
1.0934
0.4238
1.2809


123
K118N
0.1028
1.0956
1.879
0.0971
0.0929
0.0493


124
L219F
0.1908
5.9595
8.0826
0.6165
0.2318
0.3464


125
L219F
0.246
7.3438
9.5117
0.6977
0.2841
0.3849


126
M106E
0.1691
4.3079
3.2674
0.2687
0.0997
0.1292


127
WT
0.2721
7.8954
12.4886
0.751
0.3353
0.4043


128
Q161S
0.3172
22.413
17.1289
2.607
0.6246
3.1877


129
Q295A
0.4619
13.257
1.5994
0.9306
0.6536
0.5911


130
Q295W
1.8373
43.6399
5.4222
2.3826
0.5376
0.9611


131
Q38G
0.2139
4.1646
6.3441
0.4349
0.1855
0.3908


132
S177E
0.5335
24.3551
3.2656
1.5548
0.4375
1.645


133
S177W
0.2431
13.5221
1.0317
0.4704
0.3223
0.4572


134
S177Y
0.1585
2.0079
4.2248
0.181
0.1149
0.1737


135
S214F
0.0648
4.2346
3.1597
0.161
0.0091
0.0686


136
V294A
0.3317
9.1221
24.672
1.4785
0.5044
2.0348


137
V294N
0.297
7.5944
19.5151
1.3176
0.4402
0.8056


138
V49A
0.563
2.9941
2.673
0.248
0.8594
0.1493


139
Y288H
1.0891
8.1857
0.9592
1.2335
0.9156
0.0611


140
Q161D
0.1486
5.9897
0.9657
0.5883
0.1173
0.0344


141
Q161P
0.1031
1.5397
22.6152
0.3745
0.2025
0.6503


142
Q161W
0.1348
1.4308
2.4821
0.2116
0.1461
0.0576


143
A53I
0.8859
12.3261
26.2444
0.7359
1.4753
0.4959


144
A53R
0.2385
3.2831
8.8328
0.2998
0.3083
0.2622


145
A53T
0.4372
9.0726
30.1103
1.2665
0.5775
2.3975


146
A53W
0.1326
1.9501
7.8002
0.2677
0.135
0.2937


147
V64_M106E_M162A_Y216A
0.0707
0.2105
0.3622
0.0191
0.014
0.0326


148
WT
0.3951
6.4459
10.029
0.5996
0.2187
0.5594


149
K118Q
0.2773
2.9905
10.2832
0.1687
0.1305
0.3055


150
K119Q
0.1461
0.2304
0.874
0.0355
0.0174
0.0167


151
M162A
0.1766
0.476
16.0271
0.0655
0.0107
0.4676


152
Q161A
0.2113
4.4385
36.2776
1.2967
0.3311
2.6936


153
K119D
0.4193
7.7581
10.6118
0.8274
0.4077
2.0115


154
G205L
0.2478
2.1074
6.6107
0.3247
0.0956
0.1912


155
F123A
0.268
1.9874
5.053
0.2065
0.1143
0.4062


156
K118N
0.2261
1.7015
2.9776
0.1282
0.0962
0.0571


157
Q161W
0.2608
1.9803
3.5027
0.362
0.1793
0.0972


158
D227E
0.3836
5.9881
11.523
0.6316
0.2788
0.6984


159
WT
0.5656
10.3883
16.1129
1.304
0.5864
1.8709


160
WT
0.4649
8.0525
11.5233
1.0342
0.4325
1.7098


161
Q295W
1.9421
40.163
4.5826
3.0238
0.7556
6.6166


162
Q295P
0.4679
4.9878
1.6758
0.5541
0.792
0.3127


163
Q295R
0.3226
0.3891
6.9755
0.0748
0.0444
0.1745


164
Q295S
0.4731
6.0574
2.4658
0.8139
0.5717
0.2357


165
Q295T
0.4314
2.2987
0.5716
0.1575
0.2201
0.0178


166
Q295V
1.2494
19.6029
0.5385
0.6364
3.0718
0.2259


167
A53T_V294A
0.4167
5.8761
36.6497
1.3877
0.4617
3.3157


168
A53T_Q161S_V294A
0.5039
15.381
33.5956
2.8747
0.5372
5.0464


169
A53T_Q161S_V294N
0.3568
11.9604
27.5382
2.4274
0.4483
3.6533


170
A53T_Q295A
1.4841
26.0366
3.7553
2.131
2.1193
6.2522


171
Q161S_V294A_Q295A
0.8397
46.9066
9.5266
3.9359
1.4569
6.8713


172
A53T_Q161S_Q295A
0.9326
34.1016
14.121
3.9918
1.3472
7.7645


173
A53T_V294A_Q295A
1.9935
37.8163
4.0888
2.503
2.968
10.274


174
A53T_Q161S_V294A_Q295A
1.0662
36.8247
18.7595
4.0408
1.4274
10.6352


175
A53T_Q161S_V294N_Q295A
0.8243
28.9549
15.8073
3.9841
1.2173
9.6389


176
A53T_Q295W
2.8333
41.0901
9.6799
3.1369
0.8036
10.3205


177
Q161S_V294A_Q295W
2.5294
68.3285
2.8122
3.5179
1.0696
4.4695


178
A53T_Q161S_Q295W
3.1489
68.7659
4.4902
3.7534
1.0874
7.7376


179
A53T_V294A_Q295W
2.3271
38.5309
12.362
3.4467
0.7316
9.2623


180
A53T_Q161S_V294A_Q295W
2.7241
63.9702
4.908
3.5416
0.8621
6.4643


181
A53T_Q161S_V294N_Q295W
2.4544
58.018
7.059
3.6741
0.9941
7.4983


182
WT
0.3273
7.5303
13.0854
0.9789
0.429
1.3818


183
L274V
0.18
1.6769
4.0405
0.3029
0.0859
0.1306


184
S214G
0.5101
0.9282
30.7747
0.222
0.4255
0.8022


185
Y216A
0.1704
0.4385
0.554
0.1316
0.0326
0.0097


186
F123W
0.0596
0.0333
0.0779
0.006
0.003
0.0051


187
V271E
0.0803
0.0522
0.0307
0.0087
0.0006
0.0057


188
N173D
0.1069
0.7167
1.8555
0.1497
0.0369
0.0522


189
R228Q
0.0909
0.8429
1.7305
0.074
0.036
0.0219


190
M162F
0.2485
4.4581
0.6972
0.5871
0.0533
0.0933


191
A232S
0.6408
36.2083
2.6149
5.1383
1.7018
1.9619


192
C230S
0.2263
3.5449
5.7749
0.6643
0.1284
0.4746


193
V294F
0.2697
3.8771
10.1682
0.6331
0.2769
1.1748


194
Y283L
0.2493
5.3759
12.915
0.7704
0.2779
0.5191


195
S214R
1.2478
50.9997
0.0411
4.4719
0.0638
0.0995


196
G286E
0.0983
0.206
0.1239
0.1018
0.0026
0.01


197
V63_F123W_M162F_C209G
0.0443
0.012
0.0502
0.002
0.0014
0.0134


198
WT
0.1295
3.9794
7.4058
0.5023
0.2259
0.2396


199
S177W_L219F
0.1351
5.9191
0.618
0.1856
0.0846
0.0683


200
S214C
0.0291
0.3974
1.582
0.1749
0.0029
0.0154


201
S214D
0.0839
1.7316
1.2328
0.3774
0.0072
0.0518


202
S214E
0.1331
3.514
0.1887
0.1044
0.0117
0.002


203
S214F
0.0212
1.8923
1.6135
0.0784
0.0012
0.0024


204
S214H
0.3828
42.8471
0.035
3.0202
0.0109
0.0176


205
S214I
0.0255
2.1462
0.6227
0.3675
0.001
0.0035


206
S214L
0.0207
0.3664
0.147
0.0065
0.0039
0.0006


207
S214M
0.025
1.2355
0.2679
0.0664
0.0013
0.0022


208
S214N
0.5202
2.582
1.2494
0.1251
0.0113
0.0002


209
S214R
0.5724
18.2997
0.0387
2.6847
0.0327
0.0064


210
S214K
0.1002
1.3288
0.2202
0.4215
0.0024
0.0076


211
Q161A
0.1296
3.5758
19.5936
0.727
0.1917
1.4337


212
Q161H
0.6716
81.4919
0.1983
3.5414
0.1028
0.7037


213
Q161K
0.1422
6.6077
2.1052
0.8148
0.0439
0.1206


214
A53F
0.0774
0.557
0.1938
0.0262
0.0074
0.0029


215
A53H
0.0706
0.3996
0.4786
0.0307
0.0123
0.0055


216
S177W_Q295A
0.2927
56.035
0.1016
2.1226
0.2866
0.1206


217
S177W_S214R
0.2153
14.1529
0.0913
2.2588
0.1406
0.0075


218
Q161S_S177W
0.1678
21.9926
0.6705
0.6861
0.2034
0.1344


219
A53T_S177W
0.5864
25.6741
1.8121
0.9362
0.5536
2.4301


220
V49A_Q295L
0.395
2.3805
0.277
0.1062
0.6176
0.001


221
V49A_S214R
0.2034
3.4446
0.0741
1.7704
0.0072
0.0053


222
A53T_Q295F
1.1064
52.6928
1.1825
1.8096
0.9711
0.9881


223
A53T_S214R
1.1626
62.6579
0.1069
2.9573
0.068
0.0177


224
A53T_A161S
0.3052
16.0001
24.5577
2.6147
0.535
6.7362


225
Q161S_Q295F
0.6414
55.4403
0.6309
2.1875
0.7435
0.0564


226
Q161S_Q295L
0.7049
57.0803
0.4619
2.0677
0.6818
0.2445


227
Q16S_S214R
0.6373
24.2694
0.1169
1.989
0.0414
0.0071


228
S214R_Q295F
0.8804
34.6447
0.1255
2.5773
0.0884
0.001


229
WT
0.2208
5.5566
8.7128
0.4774
0.2105
0.0567


230
WT
0.2019
6.6574
11.2225
0.8057
0.3334
0.4059


231
L274V
0.0826
1.6646
3.9537
0.2627
0.0688
0.0329


232
S214T
0.2083
6.712
10.2212
0.9388
0.2872
0.2863


233
S214V
0.1755
5.0328
8.8147
0.6174
0.2149
0.0792


234
S214W
0.0449
0.1535
0.6665
0.0326
0.0087
0.0005


235
S214Y
0.0496
0.5011
0.4133
0.0955
0.0054
0.0088


236
Q161G
0.1208
3.8872
7.4013
0.5613
0.3219
0.0963


237
Q161N
0.221
5.6957
7.523
1.2476
0.4097
0.2463


238
Q161Q
0.2016
5.4929
8.742
0.6879
0.234
0.1869


239
A53M
0.311
9.7583
19.2442
1.1438
0.4805
2.0646


240
A53N
0.2218
2.4624
10.3493
0.3211
0.3024
0.0897


241
A53S
0.3224
8.1922
18.0214
1.0041
0.4861
0.6177


242
A53V
0.7299
14.7985
22.9622
1.3494
1.3611
1.3562


243
V24_A17T_F213M_S214R
0.3521
16.6698
1.1314
4.1319
0.0629
0.1537


244
Q295D
0.5733
18.3969
11.5976
2.4133
1.5527
0.6172


245
Q295K
0.0819
1.6736
2.1622
0.2654
0.1629
0.0108


246
Q295Y
0.2237
7.6066
12.2165
0.8911
0.3371
0.1724


247
A53G
0.1547
2.7595
5.9764
0.24
0.1403
0.0229


248
R228E
0.0515
0.2099
0.1217
0.0622
0.0373
0.0004


249
V36_F123H_L274V_L298A
0.051
0.1485
0.8637
0.0289
0.0137
0.0018


250
A53T_Q161S
0.3657
19.2281
31.4494
3.5463
0.8091
7.6038


251
M106E_Q161S
0.1744
7.49
2.589
0.6149
0.1254
0.0924


252
Q161H
0.9829
109.9146
0.227
5.9319
0.1264
1.1306


253
WT
0.1954
4.6359
7.4486
0.3732
0.1468
0.0272


254
Q161F
0.128
27.5673
7.257
1.5873
0.1279
0.04


255
Q161C
0.158
4.7623
17.4493
0.8952
0.6105
0.0815


256
Q161I
0.2042
9.7125
13.328
1.9642
0.4285
0.1821


257
Q161L
0.2876
18.4053
14.7978
2.3238
0.598
0.1327


258
Q161L
0.2246
10.9114
7.7533
1.1244
0.2879
0.1269


259
Q161M
0.382
7.7445
4.7748
1.1765
0.1278
0.0187


260
Q161R
0.2666
46.6768
1.2868
2.4397
0.1476
0.3194


261
Q161S
0.2517
16.4399
12.1391
1.6485
0.3805
0.3996


262
Q161T
0.1981
13.056
13.825
1.2124
0.39
0.23


263
Q161Y
0.4703
63.2878
1.2931
3.2096
0.0907
0.4055


264
A53D
0.0871
2.9572
4.5759
0.5434
0.0472
0.0281


265
A53E
0.0379
0.1118
0.2432
0.0218
0.0042
0.0004


266
A53K
0.3449
7.4579
20.1422
0.8075
0.6095
0.179


267
A53L
0.3036
13.0793
22.6841
1.2092
0.4786
0.2762


268
A53Q
0.2069
6.3683
16.0499
0.6179
0.2693
0.2291


269
A53Y
0.0732
0.7478
1.257
0.0585
0.0426
0.0032


270
Q295A
1.45
30.5523
5.1674
3.4945
0.5593
2.9359


271
Q295W
0.683
17.6777
1.7024
1.9224
1.0897
0.8575


272
WT
0.4649
8.0525
11.5233
1.0342
0.4325
1.7098


273
L174V
0.339
7.2679
9.5109
0.6455
0.2795
0.1771


274
S214G
0.4628
0.9812
34.2622
0.211
0.3627
0.0795


275
S214P
0.0645
0.0151
0.1079
0.0008
0.0023
0.0053


276
S214Q
0.3381
37.0271
0.2656
0.1828
0.0046
0.0036


277
Q161E
0.1599
2.703
1.7568
0.4425
0.1704
0.0228


278
Q161V
0.129
4.6063
10.6973
1.195
0.4385
0.1816


279
A53C
0.334
9.5731
16.0387
1.0506
0.5481
0.4817


280
A53P
0.0747
0.0451
0.39
0.0083
0.0036
0.0052


281
Y288A
1.2332
70.5504
0.122
5.152
1.3043
0.4672


282
Y288C
0.8582
59.513
0.1853
5.4251
1.0554
0.154


283
Y288D
0.0662
3.2022
0.0347
1.7484
0.0233
0.0039


284
Y288E
0.0559
2.6166
0.0307
1.4904
0.0141
0.0049


285
Y288F
1.0143
67.0312
0.0858
4.7424
0.0819
0.0079


286
Y288G
0.1738
11.8688
0.0676
2.6629
0.0994
0.0016


287
Y288H
1.0257
6.1445
0.7417
0.9226
0.4448
0.0117


288
Y288I
0.9064
71.5931
0.3191
4.4341
0.4007
0.0446


289
Y288K
0.0245
0.6425
0.029
0.3762
0.002
0.0003


290
Y288L
0.7057
84.6669
0.2346
4.7892
0.5323
0.1376


291
Y288M
0.9983
54.3471
0.2693
4.862
0.3085
0.0364


292
Y288P
0.7331
77.4833
0.104
5.5638
0.5515
0.1371


293
Y288R
0.0229
1.1367
0.0766
0.7247
0.0043
0.0032


294
Y288S
0.3611
12.8468
0.0977
3.6178
0.2047
0.0046


295
Y288T
0.6419
54.0312
0.3235
4.2209
0.8107
0.0219


296
Y288W
0.3844
16.3538
0.1631
1.9368
0.0849
0.0016


297
A232S
0.4929
33.1432
2.3783
4.1203
1.2447
0.3794


298
N173D
0.0836
1.9762
0.0376
1.0538
0.005
0.0006


299
N173D
0.0236
0.2661
0.6775
0.0489
0.0074
0.0029


300
M162F
0.1961
3.5943
0.6082
0.4251
0.0244
0.0037


301
WT
0.2123
7.0619
10.2794
0.8529
0.3416
0.7319


302
A17T
0.1242
4.0412
7.8405
0.628
0.5977
0.1111


303
A232S
0.0591
1.9577
8.8043
0.5397
0.0842
0.0704


304
M162F
0.2146
3.7911
0.256
0.6318
0.0476
0.0124


305
WT
0.282
9.093
15.161
1.181
0.452
0.88


306
A232S
0.431
32.214
2.462
4.182
3.258
0.477


307
A232S
0.393
30.338
2.061
3.897
3.301
0.713


308
S214A
0.305
0.96
15.595
0.525
0.216
0.317


309
S214A
0.36
1.376
18.837
0.706
0.272
0.143


310
S214Q
0.375
36.474
0.344
0.248
0.006
0.039


311
S214Q
0.33
30.356
0.229
0.176
0.016
0.024


312
Q161E
0.246
3.219
2.183
0.636
0.3
0.117


313
Y288N
0.217
4.42
0.16
1.786
0.078
0.003









The amount of each prenylation product was measured by HPLC. FIG. 2 shows a heatmap of the HPLC areas of each prenylation product generated using OA as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time with the exception of CBGA and 5-GOA which are labeled by molecule name. Enzyme variants are labeled by ID # as listed in Table 4.


Example 4: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using OA as Substrate and FPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using OA as substrate and FPP as donor produces 4 products as detected by HPLC. The respective retention times of these products are approximately 8.4 [CBFA], 8.8 [5-FOA], 9.9, and 11.1 minutes.


Table 5 provides a summary of the prenylation products produced from OA and FPP, their retention times, and the hypothesized prenylation site on OA. FIG. 18 shows the predicted chemical structures of the respective prenylation products.









TABLE 5







Predicted prenylation products of Orf2 or Orf2 Mutants


when using OA as substrate and FPP as donor














Attachment
Retention


Molecule ID
Substrate
Donor
Site
Time














RBI-56
OA
FPP
2-O
11.127


UNK5
OA
FPP
4-O
9.912


RBI-14 (CBFA)
OA
FPP
3-C
8.362


RBI-16 (5-FOA)
OA
FPP
5-C
8.805









Table 6 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using OA as substrate and FPP as donor. Table 6 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 6







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using OA as substrate and FPP as donor














CBFA
5-FOA




ID #
Mutations
(8.362)
(8.805)
9.912
11.127















 0
WT
0.1254
0.3451
0.0109
0.0086


 1
V9_Q38G_E112D_F123H
0.0981
1.2392
0.0095
0.0064


 2
V17_V49L_F123A_Y283L
0.0211
0.0112
0.0014
0.001


 3
V25_L219F_V294N_Q295A
0.4785
0.0627
0.0942
0.0289


 4
V33_A17T_C25V_E112G
0.0685
0.1632
0.0101
0.0225


 5
V49_G205L_R228E_C230N
0.0203
0.0046
0.001
0.0003


 6
V57_C25V_A232S_V271E
0.0203
0.0046
0.0009
0.0001


 7
V65_V49A_Q161S_V294A
0.1861
0.0386
0.0164
0.0253


 8
V73_V49S_K118Q_S177E
0.0188
0.0373
0.0011
0.0016


 9
V81_V49L_D166E_L274V
0.0115
0.0013
0.0006
0.0002


 10
V89_Y121W_S177Y_G286E
0.012
0.0008
0.001
0.0005


 11
V10_V49A_S177Y_C209G
0.0135
0.005
0.0004
0.0002


 12
V26_A53E_A108G_K118N
0.0159
0.0038
0.0012
0.0008


 13
V34_A53Q_Y121W_A232S
0.01
0.0021
0.001
0.0009


 14
V42_D166E_S177Y_S214F
0.0123
0.0029
0.0005
0.0003


 15
V58_K118Q_L174V_R228Q
0.0188
0.0034
0.0002
0.0005


 16
V66_C25V_F213M_Y216A
0.0056
0.0015
0.0001
0.0008


 17
V74_M106E_Y121W_D166E
0.0176
0.0034
0.0019
0.0003


 18
V82_V49S_K119D_F213M
0.0097
0.0016
0.0006
0.0003


 19
V90_A17T_F123W_L298A
0.0425
0.0707
0.0096
0.0042


 20
V3_V49S_M162A_Y283L
0.0114
0.1739
0.0003
0.0024


 21
V11_K118N_K119A_V271E
0.0089
0.0008
0.0005
0.0014


 22
V19_V49L_S214R_V271E
0.0105
0.002
0.0008
0.0005


 23
V35_A53Q_S177Y_Y288H
0.2502
0.0845
0.0394
0.0183


 24
V43_Q161A_M162F_Q295A
0.2689
0.0092
0.021
0.003


 25
V51_V49L_K119D_G205M
0.0093
0.0018
0.0030
0.0009


 26
V59_V49S_S214G_V294A
0.0174
0.0507
0.0008
0.0033


 27
V67_A108G_K119D_L298A
0.0059
0.0014
0.0008
0.0004


 28
V75_A53Q_L274V_Q295A
0.0132
0.0047
0.0006
0.001


 29
V83_E112D_L219F_V294F
0.1103
1.0019
0.0147
0.0045


 30
V91_N173D_F213M_V294F
0.0055
0.01
0.0007
0.0004


 31
V4_K118Q_Q161W_S214F
0.0081
0.0014
0.0022
0.0004


 32
V20_D227E_C230N_Q295W
0.0115
0.007
0.0007
0.0002


 33
V28_A53T_D166E_Q295W
0.101
0.1975
0.0129
0.0021


 34
V44_A53E_Q161A_V294N
0.0159
0.0285
0.0015
0.0009


 35
WT
0.3691
0.815
0.0637
0.0307


 36
WT
0.3563
0.746
0.0509
0.0303


 37
V52_K119A_S214G_L298A
0.0227
0.0155
0.0021
0.0008


 38
V60_E112D_K119A_N173D
0.036
0.0026
0.0003
0.0012


 39
V68_K118N_C209G_R228Q
0.0296
0.0031
0.0002
0.0004


 40
V76_V49A_F123A_Y288H
0.0225
0.0012
0.0014
0.0011


 41
V84_F123H_L174V_S177E
0.1191
0.1545
0.0127
0.0057


 42
V92_A53T_E112D_G205M
0.2532
2.6287
0.0476
0.0352


 43
V69_A53T_M106E_Q161S
0.1155
0.1727
0.0134
0.0045


 44
V60_E112D_K119A_N173D
0.0278
0.0034
0.002
0.0003


 45
V62_A53T_N173D_S214R
0.0281
0.0004
0.0096
0.0014


 46
V70_Q38G_D166E_Q295A
0.1879
0.2481
0.0211
0.0131


 47
V78_K119D_Q161W_L298Q
0.0334
0.0077
0.0005
0.0002


 48
V94_A17T_V49A_C230N
0.023
0.0018
0.001
0.0005


 49
V15_A53E_F213M_R228Q
0.0235
0.0153
0.0001
0.0002


 50
V23_L219F_Y283L_L298W
0.1093
1.4518
0.0013
0.0044


 51
V31_D227E_R228E_L298Q
0.01
0.0044
0.0008
0.0012


 52
V39_A53T_K118N_S214F
0.0369
0.0042
0.0008
0.0017


 53
V47_K118Q_F123A_R228E
0.008
0.0025
0.0007
0.0005


 54
V55_V49S_Y216A_V294N
0.021
0.004
0.0007
0.0005


 55
V71_M106E_G205L_C209G
0.0572
0.0039
0.0014
0.0012


 56
V79_V49A_Y121W_C230S
0.0212
0.003
0.0023
0.0006


 57
V87_S177W_Y288H_V294N
0.0575
0.004
0.0083
0.0017


 58
V95_A17T_Q161W_A232S
0.2039
0.0213
0.0124
0.0076


 59
V8_K119A_Q161A_R228Q
0.0231
0.0012
0.0012
0.0011


 60
V16_A53Q_S177W_L219F
0.2665
0.1223
0.035
0.0001


 61
V32_M162A_C209G_Y288H
0.0407
0.0049
0.0017
0.0007


 62
V40_S177E_S214R_R228E
0.0542
0.0002
0.0028
0.0021


 63
V48_V49L_E112D_G286E
0.0326
0.0023
0.0003
0.0162


 64
V56_F123A_M162F_S214G
0.0396
0.4291
0.002
0.0004


 65
V72_E112G_G205M_L298W
0.2705
3.1689
0.0161
0.0122


 66
V80_M162A_N173D_S214F
0.0213
0.0972
0.0016
0.0006


 67
V88_A108G_Q161S_G205M
0.0208
0.0167
0.0003
0.003


 68
V64_M106E_M162A_Y216A
0.0266
0.0067
0.001
0.0012


 69
V63_F123W_M162F_C209G
0.0281
0.003
0.001
0.001


 70
V24_A17T_F213M_S214R
0.6667
0.0121
0.166
0.001


 71
V36_F123H_L274V_L298A
0.0126
0.0325
0.0008
0.0004


 72
WT
0.182
0.337
0.0244
0.0158


 73
Q38G_D166E
0.0299
0.0877
0.0024
0.0028


 74
Q38G_Q295A
0.2205
0.546
0.0438
0.0287


 75
D166E_Q295A
0.1585
0.0333
0.0338
0.0208


 76
L219F_V294N
0.2322
0.2744
0.0459
0.0256


 77
L219F_Q295A
0.2943
0.0308
0.056
0.0297


 78
V294N_Q295A
0.5592
0.6994
0.1025
0.0584


 79
A53Q_S177W
0.1762
0.059
0.0164
0.0009


 80
A53Q_L219F
0.129
0.4877
0.022
0.0113


 81
S177W_L219F
0.1792
0.0469
0.0312
0.001


 82
A108G_Q161S
0.0175
0.0087
0.0033
0.0012


 83
A108G_G205M
0.0263
0.1237
0.0035
0.0033


 84
Q161S_G205M
0.0697
0.0405
0.0074
0.0042


 85
F123H_L174V
0.1042
0.6771
0.0176
0.0066


 86
F123H_S177E
0.1582
0.2375
0.0296
0.013


 87
L174V_S177E
0.3606
1.3093
0.075
0.0057


 88
A53T_D166E
0.0895
0.8308
0.0134
0.0086


 89
A53T_Q295W
0.8241
1.2303
0.1612
0.0259


 90
D166E_Q295W
0.1797
0.1318
0.0345
0.0045


 91
A53Q_S177Y
0.0386
0.2353
0.0008
0.001


 92
A53Q_Y288H
1.1458
0.1285
0.2604
0.0705


 93
S177Y_Y288H
0.2683
0.0491
0.0629
0.0326


 94
V49A_Q161S
0.0848
0.0242
0.0043
0.0136


 95
V49A_V294A
0.1831
0.1548
0.0187
0.1053


 96
Q161S_V294A
0.3405
0.0888
0.0409
0.017


 97
A53T_M106E
0.1477
1.1549
0.0278
0.0164


 98
A53T_Q161S
0.2004
0.2315
0.0309
0.0102


 99
M106E_Q161S
0.0351
0.0166
0.0018
0.0003


100
A53T_K118N
0.0219
0.0473
0.0011
0.0015


101
A53T_S214F
0.419
0.0873
0.0203
0.0021


102
A53T_S214F
0.2654
0.0578
0.0172
0.0003


103
K118N_S214F
0.0175
0.0049
0.0019
0.0005


104
A108G
0.0599
0.1243
0.0055
0.0072


105
A53Q
0.2319
0.6862
0.0317
0.0245


106
A53T
0.3639
1.6305
0.0657
0.0512


107
D166E
0.1258
0.3017
0.0142
0.0142


108
F123H
0.1956
1.2205
0.0267
0.0182


109
G205M
0.1938
0.4822
0.028
0.0239


110
K118N
0.0428
0.0311
0.0033
0.0041


111
L219F
0.238
0.3455
0.0294
0.0182


112
M106E
0.1225
0.22
0.016
0.009


113
Q161S
0.2429
0.0598
0.018
0.0124


114
Q295A
0.8382
0.0761
0.1166
0.0875


115
Q295W
1.9456
0.8959
0.3114
0.0499


116
Q38G
0.1711
0.2818
0.0205
0.0148


117
S177E
0.4291
0.7748
0.0814
0.0097


118
S177W
0.413
0.063
0.0516
0.0068


119
S177Y
0.1073
0.3639
0.0116
0.0073


120
S214F
0.1109
0.0123
0.0049
0.0003


121
V294A
0.6188
0.7227
0.116
0.0796


122
V294N
0.4098
0.4108
0.0658
0.0468


123
V49A
0.1007
0.1018
0.0078
0.0547


124
Y288H
0.8326
0.0421
0.2104
0.0651


125
L174V
0.1059
0.2303
0.0054
0.0001


126
K118Q
0.0552
0.4075
0.0026
0.0059


127
K119Q
0.0324
0.0065
0.0002
0.0009


128
M162A
0.2073
1.955
0.0047
0.0002


129
Q161A
0.1357
0.275
0.018
0.0002


130
K119D
0.4031
0.9068
0.0716
0.0345


131
G205L
0.0817
0.1663
0.0084
0.0028


132
F123A
0.2341
0.691
0.0132
0.0055


133
K118N
0.0586
0.0546
0.0038
0.0052


134
Q161W
0.0338
0.0509
0.0005
0.0004


135
D227E
0.1383
0.4327
0.0148
0.0085


136
L274V
0.0556
0.097
0.0057
0.0038


137
S214G
0.1263
1.6669
0.0083
0.0591


138
Y216A
0.0268
0.0101
0.0003
0.0016


139
F123W
0.0141
0.0016
0.0006
0.0005


140
V271E
0.0421
0.0026
0.003
0.0001


141
N173D
0.021
0.0092
0.0001
0.0008


142
R228Q
0.024
0.0132
0.0022
0.001


143
M162F
0.1353
0.0125
0.0066
0.0009


144
A232S
0.5723
0.1803
0.1545
0.0491


145
C230S
0.0757
0.1728
0.0066
0.0021


146
V294F
0.4803
2.0674
0.0981
0.0128


147
Y283L
0.0723
0.2549
0.0074
0.0055


148
S214R
2.6729
0.0111
1.0301
0.0001


149
G286E
0.0452
0.0018
0.0113
0.001


150
R228E
0.0207
0.0028
0.0007
0.0015


151
A53T_V294A
1.2801
4.4539
0.3203
0.1968


152
A53T_Q161S_V294A
0.6708
0.4255
0.0842
0.0324


153
A53T_Q161S_V294N
0.4581
0.2995
0.061
0.0189


154
A53T_Q295A
1.5217
0.4336
0.2762
0.1661


155
Q161S_V294A_Q295A
2.5023
0.1045
0.3414
0.1399


156
A53T_Q161S_Q295A
1.3626
0.1371
0.2047
0.105


157
A53T_V294A_Q295A
4.3273
1.3268
0.6703
0.4987


158
A53T_Q161S_V294A_Q295A
2.8853
0.3387
0.4617
0.1904


159
A53T_Q161S_V294N_Q295A
1.4672
0.2062
0.1978
0.0576


160
A53T_Q295W
1.6479
2.2176
0.3642
0.0765


161
Q161S_V294A_Q295W
1.2893
0.2403
0.1614
0.0301


162
A53T_Q161S_Q295W
1.4412
0.6035
0.1903
0.0435


163
A53T_V294A_Q295W
1.2563
2.3283
0.3211
0.045


164
A53T_Q161S_V294A_Q295W
1.1775
0.5735
0.1538
0.0295


165
A53T_Q161S_V294N_Q295W
1.444
0.6805
0.2147
0.0557


166
Q295A
1.2973
0.1366
0.2239
0.1282


167
Q295C
2.4432
0.2588
0.3477
0.6523


168
Q295E
0.1742
0.0291
0.0165
0.0091


169
Q295F
9.5776
0.161
0.9022
0.3048


170
Q295G
0.5974
0.154
0.0941
0.0493


171
Q295H
0.9041
0.8249
0.1998
0.0832


172
Q295I
1.6234
0.0823
0.4239
0.0799


173
Q295L
4.7247
0.1617
0.7663
0.1983


174
Q295M
5.4574
0.357
0.9295
0.2639


175
Q295N
0.4216
0.2727
0.0595
0.0407


176
Q295P
0.352
0.096
0.0509
0.0497


177
Q295R
0.0571
0.0472
0.0006
0.0008


178
Q295S
0.3584
0.1364
0.049
0.0364


179
Q295T
0.1858
0.0365
0.0178
0.0117


180
Q295V
3.1982
0.1284
0.5856
0.2998


181
Q295W
2.2854
1.119
0.4268
0.0829


182
Q295Q
0.3695
0.6915
0.0572
0.0353


183
Q295D
0.5936
0.6559
0.0506
0.0265


184
Q295K
0.043
0.0377
0.0026
0.0021


185
Q295Y
0.2928
0.6636
0.0299
0.0143


186
S214K
0.0621
0.0164
0.005
0.001


187
S214D
0.1715
0.3347
0.0508
0.0009


188
S214E
0.1067
0.0137
0.0037
0.0002


189
S214F
0.143
0.0128
0.0042
0.001


190
S214H
1.2012
0.0141
0.2169
0.0007


191
S214I
0.2546
0.1171
0.0358
0.0019


192
S214L
0.0477
0.0039
0.0007
0.0003


193
S214M
0.0765
0.0092
0.0046
0.0007


194
S214N
0.1199
0.2288
0.0049
0.0016


195
S214R
2.4199
0.0085
0.8583
0.0006


196
S214T
0.3093
0.6422
0.0376
0.007


197
S214V
0.2486
0.5062
0.0275
0.0116


198
S214W
0.0202
0.0153
0.0013
0.0005


199
S214Y
0.0297
0.0058
0.0024
0.001


200
S214C
97.6105
0.0363
0.0584
0.0036


201
S214P
100.4364
0.0068
0.0005
0.0002


202
Q161D
0.0711
0.0036
0.0065
0.0036


203
Q161P
0.0752
0.0658
0.0056
0.0031


204
Q161W
0.0553
0.0372
0.0027
0.0023


205
Q161A
0.1471
0.346
0.0073
0.0015


206
Q161H
11.4099
0.1017
0.4454
0.0085


207
Q161K
0.3091
0.1306
0.0115
0.0005


208
Q161G
0.0685
0.0403
0.0067
0.0003


209
Q161N
0.1186
0.232
0.0126
0.0044


210
Q161Q
0.2108
0.3526
0.0156
0.0107


211
Q161C
0.0424
0.0787
0.009
0.0016


212
Q161F
0.3662
0.0404
0.1285
0.001


213
Q161I
0.0683
0.1596
0.0195
0.001


214
Q161L
0.16
0.1715
0.0323
0.0027


215
Q161L
0.1361
0.1589
0.024
0.0024


216
Q161M
0.1041
0.0444
0.0587
0.001


217
Q161R
0.5209
0.0589
0.013
0.0005


218
Q161S
0.0787
0.0319
0.0053
0.0007


219
Q161T
0.0924
0.1156
0.0088
0.0001


220
Q161Y
0.5214
0.0721
0.0747
0.0006


221
A53I
0.16
0.2559
0.0183
0.0403


222
A53R
0.0876
0.2113
0.0131
0.0157


223
A53T
0.373
2.0303
0.0699
0.0515


224
A53W
0.05
0.0607
0.0023
0.0033


225
A53F
0.0628
0.0091
0.0006
0.0006


226
A53H
0.0284
0.0202
0.001
0.0004


227
A53M
0.2911
0.9775
0.0241
0.0108


228
A53N
0.0364
0.1413
0.0025
0.0029


229
A53S
0.2729
0.8235
0.0326
0.0168


230
A53V
0.6655
1.0265
0.0983
0.0886


231
A53G
0.0926
0.2434
0.008
0.0037


232
A53D
0.0183
0.1077
0.0019
0.0007


233
A53E
0.0084
0.0033
0.0038
0.0001


234
A53K
0.0685
0.3496
0.0066
0.0013


235
A53L
0.1834
0.7254
0.0157
0.007


236
A53Q
0.0863
0.467
0.0096
0.0023


237
A53Y
0.0061
0.0079
0.0011
0.0006


238
A53P
95.3201
0.0071
0.0022
0.001


239
S177W_Q295A
10.3347
0.0119
0.4254
0.018


240
S177W_S214R
1.0699
0.006
0.2282
0.0008


241
Q161S_S177W
1.1284
0.0491
0.0608
0.0008


242
A53T_S177W
0.6999
0.4495
0.0652
0.0016


243
V49A_Q295L
0.0897
0.0156
0.0022
0.0027


244
V49A_S214R
0.9325
0.0111
0.1636
0.0004


245
A53T_Q295F
6.8272
0.4389
0.7712
0.0424


246
A53T_S214R
3.1427
0.0235
0.8942
0.001


247
A53T_A161S
0.1628
0.2227
0.0092
0.0024


248
Q161S_Q295F
5.0185
0.0458
0.2117
0.0855


249
Q161S_Q295L
5.2287
0.0436
0.2094
0.0662


250
Q16S_S214R
0.2075
0.0096
0.0381
0.0002


251
S214R_Q295F
10.6601
0.0249
0.8303
0.0009


252
WT
0.2877
0.5108
0.0499
0.0352


253
WT
0.3659
0.8081
0.0581
0.0309


254
WT
0.1106
0.2415
0.0156
0.0072


255
WT
0.2593
0.5299
0.0243
0.0071


256
WT
0.2069
0.4128
0.017
0.005


257
WT
0.1014
0.2634
0.0143
0.0028









The amount of each prenylation product was measured by HPLC. FIG. 3 shows a heatmap of the HPLC areas of each prenylation product generated using OA as substrate and FPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 6.


Example 5: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using O as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using O as substrate and GPP as donor produces 3 products as detected by HPLC. The respective retention times of these products are approximately 7.095 [CBG], 7.745 [5-GO], and 8.563 minutes.


Table 7A provides a summary of the prenylation products produced from O and GPP, their retention times, and the hypothesized prenylation site on O. FIG. 19 shows the predicted chemical structures of the respective prenylation products.









TABLE 7A







Predicted prenylation products of Orf2 or Orf2 Mutants


when using O as substrate and GPP as donor














Attachment
Retention


Molecule ID
Substrate
Donor
Site
Time





RBI-03 (5-GO)
O
GPP
1-C/5-C
7.745


RBI-20
O
GPP
2-O/4-O
8.563


RBI-01 (CBG)
O
GPP
3-C
7.095









Tables 7B-7D provide NMR data of proton and carbon chemical shifts for CBG with (a) HSQC, (b) HMBC correlation and (c) final carbon and proton NMR assignments. The carbon and proton NMR assignments for CBG are shown in FIG. 83.









TABLE 7B







Proton NMR assignments for CBG












PROTON

Pro-
C
HSQC-
MULTIPLICITY













Shift
Area
tons
Assignment
DEPT
Options
Actual
















0.861
3.3
3
C5″
0.85
CH1 or CH3
CH3


1.245
2.09
2
C3″ Or C4″
1.23
CH2
CH2


1.288
1.97
2
C3″ Or C4″
1.27
CH2
CH2


1.474
2.08
2
C2″
1.46
CH2
CH2


1.535
2.76
3
C10
1.52
CH1 or CH3
CH3


1.608
2.99
3
C9
X
X
CH3


1.695
2.74
3
C8
1.68
CH1 or CH3
CH3


1.887
1.86
2
C5
1.88
CH2
CH2


1.988
1.87
2
C4
1.98
CH2
CH2


2.324
2.01
2
C1″
2.31
CH2
CH2


3.13 
1.88
2
C1
3.12
CH2
CH2


5.051
1
1
C6
5.04
CH1 or CH3
CH


5.167
1.09
1
C2
5.16
CH1 or CH3
CH


6.084
2.12
2
C1′ + C5′
6.08
CH1 or CH3
CH2


8.857
2.01
2
C2′ + C4′

X
X



H Sum:
32
















TABLE 7C







Carbon NMR assignments for CBG












CARBON

Carbon
NMR



Shift
Assignment
ct.
Predictions
















 14.39
C5″
1
14.1



 16.37
C8
1
16.4



 18
C9
1
18.6



 22.26
C1
1
21.9



 22.47
C4″
1
22.7



 25.95
C10
1
24.6



 26.73
C5
1
26.4



 30.96
C2″
1
30.9



 31.36
C3″
1
31.4



 35.48
C1″
1
36.3



 38.543
C4
1
39.7



106.7
C1′ + C5′
2
107.5



111.89
C3′
1
113.4



124.09
C2
1
122.3



124.68
C6
1
123.5



131.04
C7
1
132



133.08
C3
1
136.5



140.637
C6′
1
143.2



147.7
C4′ Or C2′
1
155.9



156.14
C4′ Or C2′
1
155.9




SUM
21

















TABLE 7D







HMBC for sample CBG














1D C

















C Shift
Assignment
Associated Proton Shifts
Proton List

















14.39
C5″
0.75


C3″




16.37
C8
1.89
5.16

C5
C2



18
C9
1.42
5.05

C2″
C6



22.26
C1
X


X




22.47
C4″
0.86


C3″




25.95
C10
X


X




26.73
C5
1.88


C5




30.96
C2″
X


X




31.36
C3″
1.47
1.29
2.32
C2″
C3″ Or C4″
C1″


35.48
C1″
1.47
6.08

C2″
C1′ + C5′



38.543
C4
1.77
5.16

C8
C2



106.7
C1′ + C5′
8.86
2.33
6.08
C2′ + C4′
C1″
C1′ + C5′


111.89
C3′
3.12
8.86
6.08
C1
C2′ + C4′
C1′ + C5′


124.06
C2
3.12


C1




124.68
C6
1.6
1.89

C9




131.04
C7
1.53


C10




133.08
C3
1.69
3.12
1.87
C8
C1
C5


140.637
C6′
2.32
1.46

C1″
C2″



154.7
C4′ Or C2′
8.86


C2′ + C4′




156.14
C4′ Or C2′
3.12
8.86

C1
C2′ + C4′









Table 8 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using O as substrate and GPP as donor. Table 8 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 8







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using O as substrate and GPP as donor













CBG
5GO



ID #
Mutations
(7.095)
(7.745)
8.563














 1
V9_Q38G_E112D_F123H
0.3065
0.4033
0.2568


 2
V17_V49L_F123A_Y283L
0.1942
0.2095
0.1733


 3
V25_L219F_V294N_Q295A
0.5735
0.4173
0.1966


 4
V33_A17T_C25V_E112G
0.3182
0.3457
0.2034


 5
V49_G205L_R228E_C230N
0.194
0.2399
0.1871


 6
V57_C25V_A232S_V271E
0.1891
0.2273
0.1895


 7
V65_V49A_Q161S_V294A
0.703
0.8977
0.2565


 8
V73_V49S_K118Q_S177E
0.2141
0.2994
0.2057


 9
V81_V49L_D166E_L274V
0.2202
0.2631
0.2112


 10
V89_Y121W_S177Y_G286E
0.2499
0.3016
0.243


 11
V10_V49A_S177Y_C209G
0.2202
0.2682
0.2271


 12
V26_A53E_A108G_K118N
0.2397
0.2981
0.2248


 13
V34_A53Q_Y121W_A232S
0.2661
0.3326
0.2679


 14
V42_D166E_S177Y_S214F
0.2696
0.3306
0.2763


 15
V58_K118Q_L174V_R228Q
0.3098
0.3717
0.3178


 16
V66_C25V_F213M_Y216A
0.2775
0.3398
0.2835


 17
V74_M106E_Y121W_D166E
0.2878
0.3451
0.2929


 18
V82_V49S_K119D_F213M
0.2217
0.2841
0.235


 19
V90_A17T_F123W_L298A
0.2115
0.2931
0.1939


 20
V3_V49S_M162A_Y283L
0.2213
0.7384
0.2139


 21
V11_K118N_K119A_V271E
0.2744
0.3159
0.2583


 22
V19_V49L_S214R_V271E
0.2545
0.3185
0.258


 23
V35_A53Q_S177Y_Y288H
0.371
0.703
0.2559


 24
V43_Q161A_M162F_Q295A
1.8681
0.787
0.3027


 25
V51_V49L_K119D_G205M
0.2333
0.3044
0.2386


 26
V59_V49S_S214G_V294A
0.2284
0.4829
0.2326


 27
V67_A108G_K119D_L298A
0.211
0.2503
0.1988


 28
V75_A53Q_L274V_Q295A
0.2286
0.298
0.2172


 29
V83_E112D_L219F_V294F
0.8983
0.8995
0.3051


 30
V91_N173D_F213M_V294F
0.2854
0.6328
0.2284


 31
V4_K118Q_Q161W_S214F
0.2761
0.3493
0.235


 32
V20_D227E_C230N_Q295W
0.2291
0.2973
0.2118


 33
V28_A53T_D166E_Q295W
0.405
0.6084
0.2292


 34
V44_A53E_Q161A_V294N
0.5894
0.7298
0.2042


 35
V52_K119A_S214G_L298A
0.1708
0.2959
0.1305


 36
V60_E112D_K119A_N173D
0.1903
0.2403
0.1585


 37
V68_K118N_C209G_R228Q
0.2002
0.2477
0.1604


 38
V76_V49A_F123A_Y288H
0.136
0.1827
0.1209


 39
V84_F123H_L174V_S177E
0.2886
0.3135
0.1886


 40
V92_A53T_E112D_G205M
1.5896
1.2489
0.204


 41
V69_A53T_M106E_Q161S
3.1916
1.3656
0.1869


 42
V60_E112D_K119A_N173D
0.2314
0.2803
0.1361


 43
V62_A53T_N173D_S214R
0.2207
0.2818
0.1661


 44
V70_Q38G_D166E_Q295A
0.3134
0.3094
0.1762


 45
V78_K119D_Q161W_L298Q
0.2054
0.2715
0.1388


 46
V94_A17T_V49A_C230N
0.2159
0.2812
0.1529


 47
V15_A53E_F213M_R228Q
0.2077
0.302
0.1532


 48
V23_L219F_Y283L_L298W
0.2448
0.4232
0.143


 49
V31_D227E_R228E_L298Q
0.1989
0.2764
0.1624


 50
V39_A53T_K118N_S214F
0.2765
0.3188
0.1231


 51
V47_K118Q_F123A_R228E
0.2329
0.3136
0.153


 52
V55_V49S_Y216A_V294N
0.2206
0.3124
0.147


 53
V71_M106E_G205L_C209G
0.2391
0.323
0.164


 54
V79_V49A_Y121W_C230S
0.2207
0.299
0.1552


 55
V87_S177W_Y288H_V294N
0.2266
0.3002
0.1614


 56
V95_A17T_Q161W_A232S
1.0678
0.4634
0.1861


 57
V8_K119A_Q161A_R228Q
0.24
0.3273
0.1598


 58
V16_A53Q_S177W_L219F
0.4683
0.4481
0.2006


 59
V32_M162A_C209G_Y288H
0.1947
0.2801
0.1537


 60
V40_S177E_S214R_R228E
0.2652
0.3543
0.2028


 61
V48_V49L_E112D_G286E
0.3004
0.3258
0.1862


 62
V56_F123A_M162F_S214G
0.2201
0.3228
0.1673


 63
V72_E112G_G205M_L298W
0.355
0.6902
0.1787


 64
V80_M162A_N173D_S214F
0.3072
0.5322
0.1732


 65
V88_A108G_Q161S_G205M
0.4996
0.4828
0.2088


 66
V64_M106E_M162A_Y216A
0.1974
0.246
0.1603


 67
V63_F123W_M162F_C209G
0.0917
0.1395
0.1304


 68
V24_A17T_F213M_S214R
0.3021
0.3802
0.2112


 69
V36_F123H_L274V_L298A
0.1982
0.2554
0.1354


 70
Q38G_D166E
0.2704
0.3073
0.1579


 71
Q38G_Q295A
0.8428
0.6827
0.2238


 72
D166E_Q295A
0.5788
0.4059
0.1779


 73
L219F_V294N
1.186
0.9075
0.2028


 74
L219F_Q295A
0.5993
0.4027
0.1356


 75
V294N_Q295A
1.9865
1.1733
0.2227


 76
A53Q_S177W
0.4935
0.3688
0.1697


 77
A53Q_L219F
0.4909
0.5052
0.1725


 78
S177W_L219F
0.4067
0.3348
0.1599


 79
A108G_Q161S
0.4665
0.4112
0.2023


 80
A108G_G205M
0.3021
0.3478
0.181


 81
Q161S_G205M
0.9204
0.5004
0.1039


 82
F123H_L174V
0.2572
0.3425
0.1635


 83
F123H_S177E
0.3424
0.3082
0.1772


 84
L174V_S177E
0.7942
0.6381
0.2163


 85
A53T_D166E
0.6316
0.6992
0.2206


 86
A53T_Q295W
1.3244
1.2364
0.1855


 87
D166E_Q295W
0.3642
0.5063
0.1428


 88
A53Q_S177Y
0.5035
0.607
0.189


 89
A53Q_Y288H
0.4187
1.1803
0.1699


 90
S177Y_Y288H
0.3168
0.4557
0.1558


 91
V49A_Q161S
0.7008
1.0062
0.2164


 92
V49A_V294A
0.4574
0.6907
0.1735


 93
Q161S_V294A
2.8501
1.1301
0.1967


 94
A53T_M106E
2.0177
1.5187
0.237


 95
A53T_Q161S
3.0733
1.3385
0.2506


 96
M106E_Q161S
0.951
0.5947
0.1947


 97
A53T_K118N
0.2334
0.3517
0.1228


 98
A53T_S214F
6.4229
1.4309
0.4131


 99
A53T_S214F
4.1685
1.0642
0.3362


100
K118N_S214F
0.2231
0.2519
0.1262


101
A108G
0.1192
0.1475
0.1146


102
A53Q
0.51
0.4795
0.1649


103
A53T
1.4988
1.0189
0.1734


104
D166E
0.3514
0.3681
0.1763


105
F123H
0.1357
0.1856
0.1306


106
G205M
0.6559
0.4994
0.1613


107
K118N
0.1983
0.2496
0.1537


108
L219F
0.4095
0.3989
0.1777


109
M106E
0.5112
0.435
0.1682


110
Q161S
1.4626
0.7537
0.1814


111
Q295A
1.0116
0.4067
0.1371


112
Q295W
0.8401
0.7437
0.1526


113
Q38G
0.336
0.3076
0.1473


114
S177E
0.5987
0.4703
0.1895


115
S177W
0.3765
0.2756
0.1434


116
S177Y
0.3691
0.3892
0.1566


117
S214F
1.6238
0.4704
0.1941


118
V294A
1.3204
0.8556
0.198


119
V294N
1.1311
0.7239
0.159


120
Y288H
0.2888
0.4703
0.1331


121
V49A
0.3386
0.4876
0.1878


122
Q295A
1.2977
0.5914
0.2119


123
Q295W
1.1485
1.066
0.259


124
L174V
0.2755
0.1437
0.0296


125
K118Q
0.1393
0.3647
0.1061


126
K119Q
0.063
0.0895
0.0623


127
M162A
0.0977
0.564
0.1246


128
Q161A
0.7044
0.5595
0.1193


129
K119D
0.7113
0.533
0.1274


130
G205L
0.1302
0.1256
0.0665


131
F123A
0.146
0.2765
0.1032


132
K118N
0.1298
0.2326
0.1285


133
Q161W
1.4229
0.329
0.1344


134
D227E
0.3969
0.3413
0.1133


135
L274V
0.1867
0.1766
0.1077


136
S214G
0.171
0.7571
0.1514


137
Y216A
0.1428
0.1533
0.1115


138
F123W
0.0811
0.1105
0.0873


139
V271E
0.1035
0.1322
0.1266


140
N173D
0.1867
0.1776
0.112


141
R228Q
0.1531
0.1972
0.1241


142
M162F
0.6655
0.3168
0.1161


143
A232S
1.6761
0.6551
0.1652


144
C230S
0.186
0.1798
0.1093


145
V294F
0.8439
0.6396
0.1292


146
Y283L
0.3707
0.3754
0.12


147
S214R
0.18
0.1577
0.1146


148
G286E
0.0963
0.1359
0.114


149
R228E
0.5308
0.4217
0.2098


150
A53T_V294A
4.3154
2.3259
0.3126


151
A53T_Q161S_V294A
5.3751
1.7353
0.2743


152
A53T_Q161S_V294N
4.8641
1.667
0.2765


153
A53T_Q295A
2.4689
0.8374
0.2766


154
Q161S_V294A_Q295A
5.1846
1.1046
0.314


155
A53T_Q161S_Q295A
6.5383
1.0823
0.3038


156
A53T_V294A_Q295A
4.2878
1.2019
0.288


157
A53T_Q161S_V294A_Q295A
6.8655
1.0392
0.3564


158
A53T_Q161S_V294N_Q295A
5.4091
1.0492
0.2815


159
A53T_Q295W
2.0002
1.6157
0.2086


160
Q161S_V294A_Q295W
2.6247
1.1964
0.2493


161
A53T_Q161S_Q295W
4.2451
1.5899
0.2071


162
A53T_V294A_Q295W
2.1217
1.2914
0.2998


163
A53T_Q161S_V294A_Q295W
4.1157
1.3136
0.2515


164
A53T_Q161S_V294N_Q295W
4.1445
1.2834
0.2092


165
Q295C
1.1112
0.6108
0.2639


166
Q295E
0.3485
0.5615
0.2689


167
Q295F
1.8946
1.0029
0.2393


168
Q295G
2.1139
0.7158
0.2253


169
Q295H
6.6017
2.9599
0.2678


170
Q295I
0.3872
0.4097
0.2505


171
Q295L
0.8165
0.5339
0.279


172
Q295M
2.2673
0.8435
0.253


173
Q295N
0.6222
0.5431
0.21


174
Q295P
0.3436
0.3472
0.1892


175
Q295R
0.2535
0.2964
0.2125


176
Q295S
0.6678
0.5267
0.2261


177
Q295T
0.5404
0.5097
0.2766


178
Q295V
0.4045
0.3997
0.2359


179
Q295D
0.7086
0.6476
0.187


180
Q295K
0.3478
0.418
0.2129


181
Q295Y
0.7029
0.6132
0.1873


182
Q295A
1.2977
0.5914
0.2119


183
Q295W
1.1485
1.066
0.259


184
S214K
0.268
0.1726
0.0856


185
S214C
0.1316
0.1527
0.0315


186
S214D
0.5941
0.4307
0.1566


187
S214E
4.3929
0.724
0.1754


188
S214F
1.7481
0.5769
0.2026


189
S214H
7.3615
0.3826
0.1521


190
S214I
1.1748
0.6441
0.222


191
S214L
1.0532
0.5453
0.1967


192
S214M
1.0082
0.5658
0.2189


193
S214N
1.9276
0.5276
0.2475


194
S214R
0.3476
0.3536
0.1495


195
S214T
0.6615
0.6016
0.198


196
S214V
0.5789
0.5238
0.1768


197
S214W
0.4247
0.3808
0.209


198
S214Y
0.487
0.4005
0.2027


200
S214G
0.0512
0.409
0.0463


201
S214P
0.0252
0.0391
0.0291


202
S214Q
8.4779
0.3014
0.0477


203
Q161D
1.0399
0.4872
0.1899


204
Q161P
0.1064
0.1022
0.0569


205
Q161W
0.7525
0.2667
0.154


206
Q161A
0.3657
0.343
0.0542


207
Q161H
5.7816
0.6558
0.2085


208
Q161K
0.2086
0.2366
0.0705


209
Q161G
1.2012
0.7311
0.1936


210
Q161N
0.8334
0.6653
0.1671


211
Q161Q
0.6143
0.5772
0.202


212
Q161C
1.8896
0.8687
0.2114


213
Q161F
7.2278
0.9128
0.1821


214
Q161I
3.4013
0.9068
0.2392


215
Q161L
5.3283
1.0625
0.1908


216
Q161L
4.9128
1.0446
0.2139


217
Q161M
3.4716
0.6675
0.205


218
Q161R
0.5188
0.5031
0.2032


219
Q161S
0.9388
0.5037
0.1905


220
Q161T
0.9365
0.6197
0.1915


221
Q161Y
5.467
0.9157
0.1691


222
Q161E
0.3212
0.3575
0.04


223
Q161V
0.9976
0.3447
0.054


224
A53I
1.0741
1.236
0.178


225
A53R
0.3302
0.3478
0.1714


226
A53T
1.6163
1.1007
0.2002


227
A53W
0.3676
0.3636
0.1472


228
A53F
0.142
0.1558
0.0545


229
A53H
0.1611
0.1991
0.0889


230
A53M
1.1404
0.9129
0.2386


231
A53N
0.3815
0.4335
0.2113


232
A53S
0.8135
0.696
0.198


233
A53V
1.5411
1.495
0.2286


234
A53G
0.443
0.5263
0.2207


235
A53D
0.3125
0.3139
0.1717


236
A53E
0.1933
0.2199
0.1851


237
A53K
0.5889
0.4933
0.1855


238
A53L
1.9059
1.3577
0.2164


239
A53Q
0.6045
0.5595
0.2097


240
A53Y
0.2169
0.284
0.161


241
A53C
0.415
0.308
0.0351


242
A53P
0.0561
0.0768
0.0527


243
S177W_Q295A
0.694
0.4575
0.0959


244
S177W_S214R
0.1776
0.2114
0.0831


245
Q161S_S177W
0.5912
0.4139
0.1082


246
A53T_S177W
0.9678
0.4316
0.0989


247
V49A_Q295L
0.2342
0.2992
0.0941


248
V49A_S214R
0.2154
0.2196
0.0938


249
A53T_Q295F
2.3515
0.773
0.1202


250
A53T_S214R
0.3473
0.2767
0.077


251
A53T_A161S
3.0213
1.1637
0.1421


252
Q161S_Q295F
2.6242
0.9004
0.1022


253
Q161S_Q295L
3.2538
1.0628
0.1334


254
Q16S_S214R
0.2947
0.2578
0.1119


255
S214R_Q295F
0.371
0.309
0.1276


256
WT
0.4172
0.3183
0.0367


258
WT
0.6835
0.606
0.2548


259
WT
0.7681
0.6793
0.2426


260
WT
0.6153
0.5887
0.2075


261
WT
0.6898
0.5861
0.2092


262
WT
0.5434
0.4288
0.152


263
WT
1.0129
0.8677
0.4139


264
WT
0.7708
0.6776
0.2865


265
WT
0.5786
0.4687
0.1302


266
WT
0.7036
0.5877
0.2007


267
WT
0.4344
0.3771
0.138


268
WT
0.6026
0.3457
0.0419


269
Y288A
1.0046
0.1104
0.152


270
Y288C
1.2257
0.2055
0.0993


271
Y288D
0.0238
0.0267
0.0221


272
Y288E
0.0181
0.0277
0.0216


273
Y288F
4.0602
0.9402
0.0843


274
Y288G
0.0974
0.0319
0.0176


275
Y288H
0.0747
0.2353
0.0297


276
Y288I
2.3134
0.4259
0.0745


277
Y288K
0.0334
0.0392
0.0242


278
Y288L
3.3977
0.5406
0.1476


279
Y288M
1.904
0.4272
0.053


280
Y288P
1.2987
0.238
0.1338


281
Y288R
0.0087
0.0048
0.0061


282
Y288S
0.1344
0.0574
0.0208


283
Y288T
1.3149
0.2483
0.0461


284
Y288W
0.6476
0.1843
0.031


285
A232S
1.3557
0.4728
0.0589


286
N173D-S214R
0.0034
0.006
0.0057


287
N173D
0.0309
0.0329
0.0145


288
M162F
0.427
0.1507
0.0417


289
Y288Y
0.3693
0.2484
0.0316


290
A17T
0.2115
0.1411
0.0301


291
A232S
1.2313
0.4976
0.0603


292
M162F-Q295A
1.4625
0.5356
0.0731


293
WT
0.203
0.179
0.036


294
A232S
0.195
0.123
0.056


295
A232S
0.192
0.119
0.05


296
S214A
0.128
0.196
0.047


297
S214A
0.144
0.229
0.047


298
S214Q
9.114
0.347
0.041


299
S214Q
8.816
0.41
0.057


300
Q161E
0.235
0.262
0.046


301
Y288N
0.203
0.197
0.158









The amount of each prenylation product was measured by HPLC. FIG. 4 shows a heatmap of the HPLC areas of each prenylation product generated using O as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 8.


Example 6: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using DVA as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using DVA as substrate and GPP as donor produces 6 products as detected by HPLC. The respective retention times of these products are approximately 5.28, 6.39, 6.46, 7.31, 7.85, and 10.79 minutes.


Table 9A provides a summary of the prenylation products produced from DVA and GPP, their retention times, and the hypothesized prenylation site on DVA. FIG. 20 shows the predicted chemical structures of the respective prenylation products.









TABLE 9A







Predicted prenylation products of Orf2 or Orf2 Mutants


when using DVA as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














RBI-24
DVA
GPP
CO
5.28


RBI-28
DVA
GPP
2-O
7.847


UNK11
DVA
GPP
4-O
7.313


RBI-26
DVA
GPP
3-C
6.39


RBI-27
DVA
GPP
5-C
6.46


RBI-29
DVA
GPP
3-C + 5-C
10.187









Tables 9B-9D provide NMR data of proton and carbon chemical shifts for CBGVA with (a) HSQC, (b) HMBC correlation and (c) final carbon and proton NMR assignments (the HMBC “Proton list” column in all NMR assignment tables displays protons which are J-Coupled to and within 1-4 carbons of the corresponding carbon in the row). The carbon and proton NMR assignments for CBGVA are shown in FIG. 80.









TABLE 9B







Proton NMR Assignments for CBGVA













PROTON

Pro-
C
HSQC-




Shift
Area
tons
Assignment
DEPT
Options
Actual
















0.89
3.16
3
C3″
.89-.91
CH or CH3
CH3


1.501
2.09
2
C2″
1.5
CH2
CH2


1.52
3.19
3
C9
1.52
CH or CH3
CH3


1.587
2.9
3
C10
1.59
CH or CH3
CH3


1.708
3.12
3
C8
1.71
CH or CH3
CH3


1.897
2.08
2
C4
1.89
CH2
CH2


1.989
2.08
2
C5
2
CH2
CH2


2.755
1.9
2
C1″
2.75
CH2
CH2


3.183
1.97
2
C1
3.19
CH2
CH2


5.03
1
1
C6
5.03
CH or CH3
CH


5.149
1.04
1
C2
5.15
CH or CH3
CH


6.24
0.955
1
C5
6.24
CH or CH3
CH


10.014
0.906
1
4′OH?
X
X
X


12.597
0.879
1
2′OH?
X
X
X


13.518
0.859
1
COOH?
X
X
X











H Sum:
28

















TABLE 9C







Carbon NMR Assignments for CBGVA












CARBON

Carbon
NMR



Shift
Assignment
ct.
Predictions
















 14.62
C3″
1
13.7



 16.37
C8
1
16.4



 17.98
C9
1
18.6



 22.01
C1
1
21.9



 25.09
C2″
1
24.1



 25.91
C10
1
24.6



 26.63
C5
1
26.4



 38.35
C1″
1
38.7



 39.77
C4
1
39.7



103.58
C1′
1
109.6



110.37
C5′
1
111.9



112.65
C3′
1
113.4



123.04
C2
1
122.3



124.58
C6
1
123.5



131.06
C7
1
132



134.01
C3
1
136.5



144.87
C6′
1
145.6



160.03
C2′
1
160.1



163.27
C4′
1
161.4



174.4
COOH
1
175.9




C Sum:
20

















TABLE 9D







HMBC for samp1e CBGVA








1D C











C Shift
Assignment
Associated Proton Shifts
Proton List


















14.62
C3″
0.98
0.77
1.49
2.74
C3″
C2″
C1″


16.37
C8
5.14



C2




17.98
C9
1.41
1.58
1.61

C9
C10
C8


22.01
C1
X








25.09
C2″
0.88
2.74


C3″
C1″



25.91
C10
1.47



C9




26.63
C5
X








38.35
C1″
0.88
6.23
1.48

C3″
C2″
C5′


39.77
C4
5.14
1.7


C8
C2



103.58
C1′
6.24
2.73


C1″
C5′



110.37
C5′
2.75
2.74


C1″




112.65
C3′
3.17
6.23
10.01

C1
C5′
4′OH?


123.04
C2
1.7
3.17
1.88

C8
C4
C1


124.58
C6
1.9



C5




131.06
C7
1.99
1.58
1.51

C9
C10
C5


134.01
C3
3.17



C1




144.87
C6′
2.75



C1″




160.03
C2′
6.23
10.01
3.17

C1
C5′
4′OH?


163.27
C4′
3.17
3.17


C1




174.4
COOH
X















Tables 9E-9G provide NMR data of proton and carbon chemical shifts for RBI-29 with (a) HSQC, (b) HMBC correlation and (c) final carbon and proton NMR assignments. The carbon and proton NMR assignments for RBI-29 are shown in FIG. 81.









TABLE 9E







Proton NMR assignments for RBI-29.












PROTON

Pro-
C
HSQC-
MULTIPLICITY













Shift
Area
tons
Assignment
DEPT
Options
Actual
















0.926
3.16
3
C3″
0.91
CH or CH3
CH3


1.455
2.23
2
C2″
1.44
CH2
CH2


1.521
3.19
3
C9
1.51
CH or CH3
CH3


1.535
3.19
3
C9″
1.51
CH or CH3
CH3


1.587
3.11
3
C10
1.58
CH or CH3
CH3


1.602
3.16
3
C10′′′
1.58
CH or CH3
CH3


1.717
6.13
6
C8 + C8′′′
1.7
CH or CH3
CH3


1.904
2.21
2
C4′′′
1.89
CH2
CH2


1.941
2.06
2
C4
1.94
CH2
CH2


2.007
4.25
4
C5 + C5′′′
2
CH2
CH2


2.752
1.99
2
C1″
2.74
CH2
CH2


3.283
4.09
4
C1 + C1′′′
3.26-3.28
CH2
CH2


4.953
1
1
C6′′′
4.94
CH or CH3
CH


5.034
2.11
2
C6 + C2′′′
5.02
CH or CH3
CH


5.1
1.09
1
C2
5.1
CH or CH3
CH


8.829
1.06
1
4′ OH?
X
X
X


12.027
0.829
1
2′ OH?
X
X
X


13.508
0.779
1
COOH?
X
X
X











H Sum:
44

















TABLE 9F







Carbon NMR assignments for RBI-29.












CARBON

Carbon
NMR



Shift
Assignment
ct.
Predictions
















 15.23
C3″
1
13.7



 16.48
C8
1
16.4



 16.38
C8″′
1
16.4



 17.97
C9
1
18.6



 17.99
C9″′
1
18.6



 22.52
C1
1
22.2



 24.8
C2″
1
24.4



 25.1
C1″′
1
25.1



 25.91
C10
1
24.6



 25.94
C10″′
1
24.6



 26.53
C5
1
26.4



 26.62
C5″′
1
26.4



 32.95
C1″
1
33.6



 39.66
C4″′
1
39.7



 39.77
C4
1
39.7



106.12
C1′
1
106.3



113.63
C3′
1
113.3



123.11
C2
1
122.3



120.12
C2″′
1
122.3



124.53
C6
1
123.5



124.58
C6″′
1
123.5



124.61
C5′
1
125.1



131.08
C7′″ + C7?
2
132



133.64
C3
1
136.5



134.26
C3″′
1
136.5



142.07
C6′
1
140.7



157.69
C2′
1
157.1



159.94
C4′
1
158.5



174.3
COOH
1
173.2




CSUM:
30

















TABLE 9G







HMBC for sample RBI-29.
















1D C



















C Shift
Assignment
Associated Proton Shifts
Proton List



















15.23
C3′′
2.76
0.82
1.03
1.45
C3′′
C2′′
C1′′



16.38
C8′′′
4.95
1.61


C6′′′
C10′′′




16.48
C8
5.1



C2





17.97
C9
5.03



C6 + C2′′′





17.99
C9′′′
5.03



C6 + C2′′′





24.8
C2′′
2.77
0.93
2.74

C3′′
C1′′




25.91
C10
5.04



C6 + C2′′′





25.94
C10′′′
5.04



C6 + C2′′′





26.53
C5
1.94



C4





32.95
C1′′
1.45
0.92


C3′′
C2′′




39.66
C4′′′
2.02
4.95
1.72

C8′′′
C5′′′
C6′′′



39.77
C4
5.1



C2





106.12
C1′
2.76
2.76
2.74

C1′′





113.63
C3′
8.83
3.29


C1 + C1′′′
4′ OH




120.12
C2′′′
2.77
3.27
8.83
4.96
C1′′
C1′′′
C6′′′
4′ OH


123.11
C2
3.29
1.91
1.72

C8
C4
C1



124.58
C6′′′
1.6



C10′′′





124.61
C6′
3.27



C1 + C1′′′





131.05
C7
2.02



C5 + C5′′′





131.07
C7′′′
1.53



C9′′′





133.64
C3
3.27



C1





134.26
C3′′′
1.91
1.99


C4′′′
C5′′′




142.07
C6′
2.77
3.27


C1′′
C1 + C1′′′




157.69
C2′
8.83
3.29


4′ OH
C1 + C1′′′




159.94
C4′
3.29



C1 + C1′′′





174.3
COOH
X
















Table 10 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using DVA as substrate and GPP as donor. Table 10 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 10







HPLC Area in mAU*min of preny1ation products produced by Orf2 and Orf2


Variants when using DVA as substrate and GPP as donor

















RBI-26
RBI-27





ID#
Mutations
5.28
(6.39)
(6.46)
7.313
7.847
10.187

















1
V9_Q38G_E112D_F123H
0.0116
0.2029
0.2594
0.0497
0.1237
0.0647


2
V17_V49L_F123A_Y283L
0.0157
0.1418
2.4804
0.1067
0.0802
0.0894


3
V17_V49L_F123A_Y283L
0.0139
0.2044
0.2668
0.0436
0.1284
0.1542


4
V25_L219F_V294N_Q295A
0.0601
1.6865
13.135
0.1194
0.2705
1.6922


5
V33_A17T_C25V_E112G
0.1202
1.6759
26.2413
0.1208
0.5823
1.1526


6
V49_G205L_R228E_C230N
0.0031
0.0047
0.4097
0.0818
0.014
0.0257


7
V57_C25V_A232S_V271E
0.0027
0.0414
0.1129
0.0885
0.0254
0.0108


8
V65_V49A_Q161S_V294A
0.3155
34.3128
9.7853
0.2417
1.1597
1.8023


9
V73_V49S_K118Q_S177E
4.4335
2.102
3.771
0.127
2.0094
0.6548


10
V81_V49L_D166E_L274V
0.0166
0.0117
0.0741
0.0819
0.0083
0.003


11
V89_Y121W_S177Y_G286E
0.0024
0.0012
0.1278
0.088
0.0215
0.0022


12
V10_V49A_S177Y_C209G
0.0002
0.0028
0.1592
0.0895
0.0462
0.0007


13
V26_A53E_A108G_K118N
0.0058
0.0096
0.1707
0.0999
0.0253
0.0008


14
V34_A53Q_Y121W_A232S
0.0016
0.0036
0.1282
0.1032
0.0234
0.0009


15
V42_D166E_S177Y_S214F
0.0014
0.0036
0.1247
0.1017
0.0526
0.0006


16
V58_K118Q_L174V_R228Q
0.0153
0.1069
2.2884
0.0987
0.0628
0.0304


17
V66_C25V_F213M_Y216A
0.033
0.4296
1.2759
0.0878
0.11
0.0223


18
V74_M106E_Y121W_D166E
0.0024
0.0021
0.1125
0.1051
0.0206
0.001


19
V82_V49S_K119D_F213M
0.002
0.002
0.1162
0.0957
0.017
0.0005


20
V3_V49S_M162A_Y283L
0.0439
0.3596
5.6085
0.0991
0.4092
0.2363


21
V11_K118N_K119A_V271E
0.0016
0.0003
0.0757
0.0918
0.0114
0.0005


22
V19_V49L_S214R_V271E
0.0091
0.0042
0.1222
0.0938
0.0161
0.0017


23
V35_A53Q_S177Y_Y288H
0.4867
7.087
1.851
0.1799
0.6778
0.1085


24
V43_Q161A_M162F_Q295A
0.0469
1.9058
3.0942
0.1386
0.1927
0.3506


25
V51_V49L_K119D_G205M
0.0049
0.0065
0.1274
0.0986
0.0177
0.0004


26
V59_V49S_S214G_V294A
1.346
1.4137
3.1464
0.1286
0.4483
0.1492


27
V67_A108G_K119D_L298A
0.0087
0.0009
0.1421
0.1074
0.0245
0.0012


28
V75_A53Q_L274V_Q295A
0.0017
0.0095
0.7593
0.1047
0.0231
0.0106


29
V83_E112D_L219F_V294F
0.1046
1.9929
22.6533
0.1317
0.4242
1.5442


30
V91_N173D_F213M_V294F
0.0221
0.2818
24.9336
0.0941
0.2283
0.7472


31
V4_K118Q_Q161W_S214F
0.0034
0.0183
1.8559
0.0908
0.0238
0.032


32
V20_D227E_C230N_Q295W
0.0447
0.2064
0.1871
0.0993
0.0301
0.0041


33
V28_A53T_D166E_Q295W
0.8331
5.0092
9.989
0.1365
0.4405
2.8021


34
V44_A53E_Q161A_V294N
0.0638
2.7024
12.5126
0.1655
0.2401
0.8576


35
V52_K119A_S214G_L298A
0.0438
0.3317
3.2222
0.0437
0.1041
0.1821


36
V60_E112D_K119A_N173D
0.002
0.0247
0.2694
0.0334
0.0163
0.07


37
V68_K118N_C209G_R228Q
0.0015
0.0619
0.0619
0.034
0.018
0.0329


38
V76_V49A_F123A_Y288H
0.0046
0.0409
0.0409
0.0308
0.0134
0.0077


39
V84_F123H_L174V_S177E
0.0692
0.5558
1.707
0.0307
0.0562
0.0889


40
V92_A53T_E112D_G205M
0.152
1.4182
46.3544
0.0583
0.3993
4.3169


41
V36_F123H_L274V_L298A
0.0113
0.0259
0.3661
0.0936
0.0279
0.0265


42
V69_A53T_M106E_Q161S
0.7098
7.8315
28.6444
0.08
1.0245
7.7325


43
V60_E112D_K119A_N173D
0.0118
0.1075
0.6999
0.0245
0.0269
0.2583


44
V62_A53T_N173D_S214R
0.1673
6.4563
6.4563
0.1349
0.1015
0.4075


45
V70_Q38G_D166E_Q295A
0.0959
0.7644
2.0051
0.0329
0.0894
0.2967


46
V78_K119D_Q161W_L298Q
0.0062
0.0157
0.1319
0.0299
0.0207
0.0362


47
V94_A17T_V49A_C230N
0.0076
0.0678
0.3399
0.038
0.0262
0.0205


48
V15_A53E_F213M_R228Q
0.0175
0.1647
12.1818
0.041
0.0742
0.0908


49
V23_L219F_Y283L_L298W
0.0107
0.3286
5.095
0.0347
0.0381
0.0508


50
V31_D227E_R228E_L298Q
0.0009
0.166
2.0097
0.0405
0.0338
0.0061


51
V39_A53T_K118N_S214F
0.0071
0.83
3.0304
0.0318
0.0326
0.0108


52
V47_K118Q_F123A_R228E
0.0079
0.0085
0.1104
0.0303
0.0387
0.0004


53
V55_V49S_Y216A_V294N
0.3685
2.3208
0.5932
0.0451
0.1893
0.2569


54
V63_F123W_M162F_C209G
0.0044
0.0131
0.0645
0.025
0.0185
0.0017


55
V63_F123W_M162F_C209G
0.0118
0.0046
0.1423
0.1068
0.0469
0.045


56
V71_M106E_G205L_C209G
0.006
0.0101
0.045
0.033
0.0215
0.0006


57
V79_V49A_Y121W_C230S
0.0073
0.0103
0.0448
0.0264
0.0218
0.0002


58
V87_S177W_Y288H_V294N
0.0074
0.0245
0.0336
0.0273
0.0197
0.0007


59
V95_A17T_Q161W_A232S
0.1967
39.9177
7.2044
0.0955
0.561
0.2573


60
V8_K119A_Q161A_R228Q
0.0055
0.3249
0.2954
0.0283
0.0291
0.0012


61
V16_A53Q_S177W_L219F
0.0805
8.2799
8.4137
0.0381
0.2414
2.9411


62
V24_A17T_F213M_S214R
0.2644
10.6799
1.9755
0.2939
0.2397
1.415


63
V32_M162A_C209G_Y288H
0.0022
0.008
0.0584
0.0283
0.0258
0.1209


64
V40_S177E_S214R_R228E
0.0105
0.0159
0.0344
0.0318
0.0221
0.0589


65
V48_V49L_E112D_G286E
0.0009
0.0161
0.0279
0.0318
0.1506
0.0259


66
V56_F123A_M162F_S214G
0.0134
0.0183
0.1865
0.0372
0.0267
0.0181


67
V64_M106E_M162A_Y216A
0.0099
1.9865
0.9067
0.0439
0.0528
0.11


68
V72_E112G_G205M_L298W
0.0478
0.8602
15.2104
0.0331
0.1345
0.3888


69
V80_M162A_N173D_S214F
0.0085
1.1313
4.8355
0.0179
0.0224
0.0462


70
V88_A108G_Q161S_G205M
0.404
5.3223
9.3605
0.1202
0.5826
4.5881


71
WT
0.1534
3.2939
25.5522
0.143
0.4528
4.6432


72
Q38G_D166E
0.0531
0.967
8.8512
0.0324
0.1771
0.2033


73
Q38G_Q295A
0.1662
3.8883
26.6189
0.0642
0.403
2.4124


74
D166E_Q295A
0.0571
1.1776
8.5988
0.0486
0.1606
0.5462


75
L219F_V294N
0.1025
3.3033
32.2708
0.0772
0.3164
2.1744


76
L219F_Q295A
0.0501
1.3315
8.1492
0.0456
0.1575
0.7358


77
V294N_Q295A
0.1248
4.0841
38.653
0.0985
0.4325
3.184


78
A53Q_S177W
0.071
8.75
8.2973
0.0366
0.2612
2.996


79
A53Q_L219F
0.1107
2.4675
30.8418
0.0499
0.3968
2.6169


80
S177W_L219F
0.0623
6.3564
5.7238
0.0375
0.2132
0.7634


81
A108G_Q161S
0.3131
5.0592
10.7488
0.1281
0.5627
2.8129


82
A108G_G205M
0.0726
0.7464
5.3991
0.0368
0.143
0.1928


83
Q161S_G205M
0.314
10.5475
26.7975
0.1626
0.6334
3.1132


84
F123H_L174V
0.0256
0.1954
1.872
0.0335
0.0404
0.1361


85
F123H_S177E
0.0978
0.634
2.0459
0.027
0.0731
0.1378


86
L174V_S177E
1.0119
23.9032
6.0703
0.1476
0.5944
1.0057


87
A53T_D166E
0.1264
1.2216
36.1931
0.0431
0.454
1.9745


88
A53T_Q295W
1.9159
13.8016
9.1083
0.0821
1.0984
14.3127


89
D166E_Q295W
0.5863
5.4552
4.8899
0.0814
0.2909
0.9001


90
A53Q_S177Y
0.0776
1.6255
12.1489
0.0345
0.3286
0.5968


91
A53Q_Y288H
1.0686
8.2035
2.5167
0.1246
1.1723
0.4187


92
S177Y_Y288H
0.2957
4.9997
0.9936
0.0474
0.3503
0.0887


93
V49A_Q161S
0.3787
30.2063
7.8094
0.1781
1.1448
1.372


94
V49A_V294A
0.2397
12.4846
7.9125
0.1001
0.6664
0.3137


95
Q161S_V294A
0.3123
16.8091
28.9812
0.1123
0.7715
9.659


96
A53T_M106E
0.4232
3.4372
28.2614
0.045
0.7028
2.1552


97
A53T_Q161S
0.3862
9.1042
29.1511
0.0457
0.611
6.006


98
M106E_Q161S
0.1518
3.3319
8.0635
0.0645
0.3214
0.5736


99
A53T_K118N
0.0959
0.712
16.7461
0.0318
0.3167
0.5034


100
A53T_S214F
0.0216
5.5146
18.8046
0.0328
0.0812
0.318


101
A53T_S214F
0.015
3.4108
10.2036
0.027
0.065
0.1592


102
K118N_S214F
0.0076
0.2044
0.3947
0.0339
0.0135
0.0195


103
A108G
0.045
0.5806
4.0899
0.0283
0.1501
0.172


104
A53Q
0.112
2.7407
33.1809
0.0494
0.4284
3.3236


105
A53T
0.2183
2.7698
45.2434
0.0583
0.6592
7.8943


106
D166E
0.1007
1.8957
19.0241
0.0375
0.3512
1.1227


107
F123H
0.0121
0.1307
1.4159
0.0235
0.0493
0.1171


108
G205M
0.1536
2.7465
26.3236
0.0674
0.5014
2.5218


109
K118N
0.0722
0.7924
5.849
0.036
0.2064
0.1193


110
L219F
0.1085
2.7357
19.9335
0.0515
0.3193
1.5967


111
M106E
0.0633
1.0405
3.9416
0.0237
0.1446
0.1373


112
Q161S
0.395
14.6696
21.3891
0.1376
0.6734
9.3316


113
Q295A
0.0969
2.7008
13.0209
0.0717
0.3548
2.7174


114
Q295W
0.7155
9.1763
3.9763
0.0596
0.3475
2.3076


115
Q38G
0.0984
2.0856
15.2255
0.0748
0.3309
1.076


116
S177E
1.1527
27.1399
5.6145
0.1559
0.5382
1.2392


117
S177W
0.0751
8.167
4.4896
0.033
0.2196
1.4872


118
S177Y
0.0624
1.3322
6.2469
0.0646
0.2523
0.2511


119
S214F
0.0045
1.0522
1.5619
0.0258
0.0143
0.0196


120
V294A
0.1405
4.4199
33.8137
0.1149
0.5394
6.0928


121
V294N
0.1121
3.429
31.862
0.1161
0.4903
4.3912


122
V49A
0.1905
6.5165
5.5114
0.0626
0.536
0.3822


123
Y288H
0.4036
4.1096
0.9622
0.1256
0.6521
0.1301


124
WT
0.1249
2.9334
25.2343
0.0646
0.3691
2.0163


125
L174V
0.1836
3.5358
22.2837
0.1427
0.4617
1.0333


126
K118N
0.1039
1.2611
8.1699
0.09
0.2522
0.1398


127
K118Q
0.0908
1.0934
27.4257
0.0867
0.3585
0.6408


128
Q161W
0.1011
0.6768
24.7827
0.0439
0.2526
0.3439


129
D227E
0.1421
2.6654
26.3001
0.1179
0.412
2.237


130
L274V
0.0397
1.0169
11.4671
0.1093
0.1642
0.385


131
S214G
0.7171
2.9071
14.6756
0.1489
0.9039
0.773


132
Y216A
0.144
0.9803
1.518
0.094
0.1158
0.0251


133
F123W
0.0094
0.0062
0.4912
0.0845
0.0258
0.0056


134
V271E
0.0129
0.0081
0.1683
0.0953
0.0335
0.0041


135
N173D
0.0347
0.6192
10.7673
0.0987
0.108
0.1021


136
R228Q
0.0471
0.7775
7.254
0.0904
0.1312
0.099


137
M162F
0.0819
2.1009
5.5282
0.1229
0.1237
1.8452


138
A232S
0.459
23.8334
8.9096
0.1803
1.3915
8.5504


139
C230S
0.1007
2.75
13.0536
0.1706
0.2211
1.0476


140
K119Q
0.0211
0.2784
5.2924
0.0804
0.0616
0.0512


141
R228E
0.0077
0.0623
0.2293
0.0883
0.1772
0.022


142
V294F
0.0812
1.7554
11.9659
0.1205
0.2965
0.614


143
Y283L
0.1071
2.7344
30.2377
0.1604
0.3776
0.9687


144
S214R
2.1392
53.1149
0.001
0.3194
0.3743
2.9412


145
G286E
0.0231
0.2041
0.7931
0.0914
0.0312
0.1842


146
M162A
0.0172
1.6258
23.0237
0.1002
0.329
0.7178


147
Q161A
0.1576
5.7143
17.0891
0.1445
0.5691
6.6368


148
K119D
0.1571
3.75
26.6466
0.1292
0.5189
6.1367


149
G205L
0.0559
1.2833
14.9855
0.1033
0.1442
0.542


150
F123A
0.0277
0.4359
2.4494
0.0963
0.3385
0.1685


151
A53T_V294A
0.1041
2.2627
34.0135
0.1159
0.5625
8.1547


152
A53T_Q161S_V294A
0.1718
5.7154
18.9083
0.0862
0.4181
5.9171


153
A53T_Q161S_V294N
0.1402
4.6934
17.5207
0.0946
0.4483
12.7291


154
A53T_Q295A
0.1197
1.7119
12.918
0.0969
0.549
11.3355


155
Q161S_V294A_Q295A
0.2124
11.5893
6.1801
0.1186
0.7545
20.6506


156
A53T_Q161S_Q295A
0.2399
6.9677
7.6228
0.0948
0.4729
4.3162


157
A53T_V294A_Q295A
0.1229
1.874
10.6083
0.0728
0.5437
10.7687


158
A53T_Q161S_V294A_Q295A
0.2802
8.3752
9.5435
0.1148
0.7828
28.0859


159
A53T_Q161S_V294N_Q295A
0.2565
7.7662
7.1111
0.1063
0.7522
34.9884


160
A53T_Q295W
1.6373
12.1532
7.1918
0.0977
1.1129
18.0539


161
Q161S_V294A_Q295W
0.3101
5.3676
3.451
0.0915
0.2333
1.1289


162
A53T_Q161S_Q295W
0.8058
10.4226
5.6942
0.0891
0.7716
9.9418


163
A53T_V294A_Q295W
1.8691
14.5967
8.5727
0.1099
1.1368
13.3037


164
A53T_Q161S_V294A_Q295W
1.1331
13.4626
11.7614
0.1854
0.7765
4.6893


165
A53T_Q161S_V294N_Q295W
0.7591
11.3653
13.5299
0.1746
0.7557
5.5845


166
Q295A
0.0655
2.0038
10.0405
0.1114
0.2956
2.1275


167
Q295W
1.065
11.8066
6.4685
0.1496
0.6682
4.8907


168
Q295C
0.0932
2.9121
9.6139
0.101
0.3937
4.292


169
Q295E
0.0207
1.7651
1.9432
0.0915
0.0506
0.2618


170
Q295F
1.3708
35.0794
1.1483
0.1637
2.5545
7.2897


171
Q295G
0.0519
1.8187
18.0005
0.1061
0.3483
6.4509


172
Q295H
0.4211
9.1506
19.1755
0.1779
0.5401
2.406


173
Q295I
0.2681
8.79
1.0036
0.0943
1.4647
0.4464


174
Q295L
0.2114
5.4162
4.0394
0.1077
1.0723
4.5794


175
Q295M
0.2618
8.7509
6.4515
0.1294
1.3546
11.8377


176
Q295N
0.0543
1.3219
20.4817
0.1028
0.4125
2.7856


177
Q295P
0.0724
1.4972
3.6145
0.0874
0.219
0.6531


178
Q295R
0.0043
0.1006
7.1948
0.0854
0.0554
0.1834


179
Q295S
0.0398
1.2416
15.8511
0.1131
0.248
1.1444


180
Q295T
0.0359
0.8869
5.8313
0.1032
0.1714
0.3931


181
Q295V
0.1485
1.9045
1.0598
0.037
0.7391
0.1365


182
Q295D
0.1064
3.3375
37.8092
0.1467
0.4666
1.3742


183
Q295K
0.0289
0.6459
10.0193
0.1022
0.1236
0.1361


184
Q295Y
0.15
3.8799
25.7461
0.1398
0.5447
1.0768


185
S214D
0.1248
4.8212
6.7036
0.2283
0.1557
0.824


186
S214E
0.1683
4.6655
1.5194
0.0982
0.2325
0.0637


187
S214F
0.0103
1.0741
1.4762
0.0999
0.0186
0.0194


188
S214H
0.3732
26.4158
0.001
0.239
0.3085
0.1902


189
S214I
0.0101
1.2463
1.409
0.1022
0.0197
0.0404


190
S214K
0.0846
4.8782
1.2723
0.0859
0.0344
0.1634


191
S214L
0.0083
0.14
0.0875
0.0713
0.0158
0.0247


192
S214M
0.0105
0.5869
0.4293
0.0776
0.0234
0.0243


193
S214N
0.973
4.2798
7.5619
0.1179
0.2841
0.0931


194
S214R
1.2573
34.1019
0.001
0.2668
0.2598
0.6229


195
S214T
0.133
3.5464
21.1803
0.1153
0.5028
1.2146


196
S214V
0.0875
2.2093
13.6844
0.0957
0.2688
0.6449


197
S214W
0.0088
0.0426
0.4008
0.0834
0.0188
0.0247


198
S214Y
0.0097
0.2006
0.2144
0.0762
0.0201
0.0209


199
S214C
0.0267
0.6854
21.995
0.1065
0.1374
0.3795


200
S214G
0.7307
3.0559
14.47
0.1147
0.622
0.622


201
S214P
0.0153
0.0393
1.1774
0.1058
0.0181
0.0233


202
S214Q
0.1706
3.5611
1.6229
0.0556
0.3723
0.3723


203
Q161C
0.0509
0.8844
43.2089
0.0634
0.4215
1.7517


204
Q161F
0.0837
10.0552
24.9092
0.0516
0.207
0.6356


205
Q161I
0.0759
1.2956
24.5569
0.0657
0.2488
1.1875


206
Q161L
0.0726
2.1623
26.0984
0.0651
0.2465
0.8572


207
Q161L
0.0631
1.8682
22.0069
0.0548
0.1889
0.8935


208
Q161M
0.1765
1.3606
41.9419
0.084
0.2606
0.4447


209
Q161R
0.1619
24.3846
3.7695
0.1052
0.2852
1.6835


210
Q161S
0.3461
12.437
19.8886
0.1486
0.4548
3.6143


211
Q161T
0.1657
6.9786
28.8877
0.1024
0.4342
4.0442


212
Q161Y
0.5964
21.0425
1.9789
0.1203
0.7872
12.6215


213
Q161A
0.1379
4.5896
19.6231
0.1788
0.4642
1.3495


214
Q161D
0.3729
3.1314
5.1056
0.0832
0.2034
0.2178


215
Q161H
0.8347
81.2454
0.001
0.3104
0.445
16.3332


216
Q161G
0.1213
2.5843
10.8548
0.1269
0.4907
0.4119


217
Q161K
0.1291
13.0135
2.8762
0.1408
0.222
3.5705


218
Q161N
0.202
2.5658
18.1028
0.1182
0.3937
1.678


219
Q161P
0.0658
2.0253
8.7803
0.0835
0.4269
0.4919


220
Q161Q
0.1189
3.3057
19.7637
0.1042
0.3368
1.5511


221
Q161W
0.0682
0.5008
17.8487
0.0535
0.2562
0.2668


222
Q161E
0.9022
4.3213
5.024
0.1677
0.1626
0.1626


223
Q161V
0.0896
1.536
13.4263
0.0714
0.3855
0.3855


224
A53G
0.1102
1.7457
13.7584
0.0992
0.322
0.1536


225
A53D
0.0652
1.2423
8.8984
0.0619
0.1081
0.3608


226
A53E
0.0073
0.0831
0.6345
0.0603
0.0119
0.0338


227
A53K
0.2531
3.2961
35.4059
0.073
0.6218
0.9172


228
A53L
0.153
5.5397
37.2614
0.1084
0.6553
1.6309


229
A53Q
0.126
2.7874
29.2018
0.0628
0.3578
0.9998


230
A53Y
0.099
1.2745
6.2225
0.0606
0.2013
0.0401


231
A53F
0.0288
1.2169
0.9987
0.0954
0.0365
0.0241


232
A53H
0.0219
0.4324
1.2156
0.1273
0.0624
0.0298


233
A53I
1.3589
7.3364
24.356
0.0701
2.5205
3.7819


234
A53M
0.1491
4.0903
33.0822
0.1398
0.5534
3.036


235
A53N
0.1752
1.396
18.8247
0.1036
0.3446
0.1973


236
A53R
0.1818
1.8241
20.7965
0.0455
0.5287
0.7574


237
A53S
0.1777
3.4592
30.3708
0.0809
0.477
1.8365


238
A53T
0.2181
2.7784
43.7465
0.0753
0.6791
6.1406


239
A53V
0.4721
6.5503
32.1044
0.1195
1.3511
1.936


240
A53W
0.0714
1.0017
20.3356
0.0499
0.283
0.7266


241
A53C
0.1836
4.5342
28.5658
0.1141
0.5567
0.5567


242
A53P
0.0069
0.0015
0.0887
0.086
0.0148
0.018


243
S177W_Q295A
0.2879
49.6105
0.001
0.1433
0.3429
0.4855


244
S177W_S214R
0.1756
8.898
0.001
0.2141
0.1526
0.0678


245
Q161S_S177W
0.1464
32.4331
2.5717
0.1568
0.399
1.061


246
A53T_S177W
0.2366
15.4625
8.8346
0.103
0.5306
2.9941


247
V49A_Q295L
0.1181
1.4388
1.2094
0.0596
0.281
0.0278


248
V49A_S214R
0.0702
3.7232
0.2083
0.1387
0.0551
0.0302


249
A53T_Q295F
2.8922
43.9523
2.8376
0.1994
3.5196
15.4435


250
A53T_S214R
2.2629
63.8414
0.001
0.2668
0.4
5.0836


251
A53T_A161S
0.4045
10.4118
26.798
0.2378
0.7315
15.9102


252
Q161S_Q295F
1.0875
46.2151
1.8605
0.2074
1.9207
3.6257


253
Q161S_Q295L
1.281
54.3225
1.5682
0.2466
2.4871
6.6647


254
Q16S_S214R
0.7657
29.2403
0.001
0.2615
0.2614
1.3356


255
S214R_Q295F
1.6437
35.9686
0.001
0.3189
0.2922
0.1282


256
WT
0.1334
2.8081
19.6766
0.0771
0.251
0.5108


257
WT
0.1817
3.9098
28.3319
0.0648
0.4219
5.6093


258
WT
0.156
3.609
29.5527
0.0726
0.4801
1.789


259
WT
0.1583
4.3295
30.5886
0.1363
0.6265
3.8492


260
WT
0.1405
3.4382
28.8822
0.142
0.4674
2.9774


261
WT
0.1464
4.0581
28.4161
0.1555
0.4595
0.8362


262
WT
0.1253
3.2069
22.7076
0.131
0.393
1.3584


263
WT
0.118
3.0373
20.2262
0.104
0.5182
4.06


264
WT
0.1345
3.7682
27.6547
0.0935
0.2818
0.2818


265
Y288A
1.026
13.8232
0.001
0.1892
0.6869
0.6869


266
Y288C
0.8557
17.3203
0.001
0.2429
0.6133
0.6133


267
Y288D
0.0498
0.9269
0.08
0.0898
0.1998
0.1998


268
Y288E
0.0304
0.361
0.0704
0.0691
0.0958
0.0958


269
Y288F
1.0675
86.6372
0.59
0.2631
0.346
0.346


270
Y288G
0.1955
13.5962
0.4393
0.2508
0.336
0.336


271
Y288H
0.3568
3.1893
0.827
0.139
0.298
0.298


272
Y288I
4.5539
64.9223
0.56
0.2809
0.4633
0.4633


273
Y288K
0.1383
2.2135
2.2135
0.1465
0.0263
0.0263


274
Y288L
5.7168
58.2768
1.3166
0.2538
0.916
0.916


275
Y288M
4.2171
55.2958
0.5908
0.2665
0.522
0.522


276
Y288P
1.4933
32.5754
0.2131
0.2457
0.9623
0.9623


277
Y288R
0.0204
0.4052
0.0521
0.0635
0.1646
0.1646


278
Y288S
0.2467
3.0757
0.1073
0.1676
0.3944
0.3944


279
Y288T
1.9406
25.6881
0.5724
0.2588
0.5747
0.5747


280
Y288W
0.1608
22.3033
0.616
0.2711
0.1796
0.1796


281
A232S
0.4997
25.0127
9.2312
0.1277
1.252
1.252


282
N173D-S214R
0.1009
3.6399
0.0187
0.1293
0.067
0.067


283
N173D
0.0255
0.898
7.2816
0.0873
0.0594
0.0594


284
M162F
0.0724
2.1125
5.0272
0.0838
0.0857
0.0857


285
WT
0.1586
4.6108
26.8708
0.1271
0.4956
0.4956


286
A17T
0.0646
2.1419
21.1073
0.1513
0.2712
0.2712


287
A232S
0.0548
2.0224
6.0788
0.12
0.1662
0.1662


288
M162F-Q295A
0.0449
2.123
1.8141
0.0849
0.1038
0.1038


289
WT
0.159
3.898
27.497
0.092
0.344
1.381


290
A232S-1
0.357
24.056
13.24
0.169
1.074
6.912


291
A232S-2
0.378
25.952
13.808
0.198
1.201
3.129


292
S214A-1
0.365
0.638
21.548
0.06
0.199
0.145


293
S214A-2
0.444
0.92
27.662
0.083
0.394
0.256


294
S214Q-1
0.188
4.662
1.743
0.044
0.206
0.547


295
S214Q-2
0.146
4.776
1.223
0.039
0.247
0.876


296
Q161E-2
1.351
5.319
5.769
0.125
0.204
0.342


297
Y288N
0.186
2.309
0.246
0.087
0.208
0.032









The amount of each prenylation product was measured by HPLC. FIG. 5 shows a heatmap of the HPLC areas of each prenylation product generated using DVA as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time with the exception of RBI-26 and RBI-27. Enzyme variants are labeled by ID # as listed in Table 10.


Example 7: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using DVA as Substrate and FPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position.


The wild type Orf2 prenylation reaction using DVA as substrate and FPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 7.05, 7.84, 8.03, 8.24, and 9.72 minutes.


Table 11 provides a summary of the prenylation products produced from DVA and FPP, their retention times, and the hypothesized prenylation site on DVA. FIG. 21 shows the predicted chemical structures of the respective prenylation products.









TABLE 11







Predicted prenylation products of Orf2 or Orf2 Mutants


when using DVA as substrate and FPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





UNK12
DVA
FPP
CO
7.05


UNK13
DVA
FPP
2-O
9.72


UNK14
DVA
FPP
4-O
8.24


RBI-38
DVA
FPP
3-C
7.84


RBI-39
DVA
FPP
5-C
8.03









Table 12 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using DVA as substrate and FPP as donor. Table 12 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 12







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using DVA as substrate and FPP as donor













ID#
Mutations
7.05
7.84
8.03
8.24
9.72
















1
V9_Q38G_E112D_F123H
0.011
0.04
0.549
0.004
0.007


2
V17_V49L_F123A_Y283L
0.004
0.024
0.017
0.007
0.001


3
V25_L219F_V294N_Q295A
0.004
0.067
0.017
0.006
0.002


4
V33_A17T_C25V_E112G
0.015
0.06
0.121
0.006
0.006


5
V57_C25V_A232S_V271E
0.001
0.005
0.001
0.005
0.001


6
V65_V49A_Q161S_V294A
0.013
0.053
0.022
0.007
0.004


7
V73_V49S_K118Q_S177E
0.116
0.064
0.11
0.015
0.01


8
V10_V49A_S177Y_C209G
0.001
0.005
0.001
0.003
0.001


9
V26_A53E_A1O8G_K118N
0.001
0.001
0.001
0.005
0.001


10
V34_A53Q_Y121W_A232S
0.001
0.002
0.001
0.003
0.001


11
V42_D166E_S177Y_S214F
0.001
0.002
0.002
0.004
0.001


12
V58_K118Q_L174V_R228Q
0.001
0.002
0.002
0.003
0.001


13
V66_C25V_F213M_Y216A
0.001
0.003
0.001
0.004
0.001


14
V74_M106E_Y121W_D166E
0.001
0.002
0.001
0.004
0.001


15
V82_V49S_K119D_F213M
0.001
0.002
0.001
0.003
0.001


16
V3_V49S_M162A_Y283L
0.005
0.008
0.029
0.005
0.001


17
V11_K118N_K119A_V271E
0.001
0.002
0.001
0.003
0.001


18
V19_V49L_S214R_V271E
0.001
0.005
0.001
0.007
0.001


19
V35_A53Q_S177Y_Y288H
0.077
0.226
0.017
0.01
0.02


20
V43_Q161A_M162F_Q295A
0.004
0.076
0.016
0.005
0.001


21
V51_V49L_K119D_G205M
0.001
0.005
0.001
0.004
0.001


22
V67_A108G_K119D_L298A
0.001
0.006
0.001
0.003
0.001


23
V83_E112D_L219F_V294F
0.049
0.5
2.238
0.005
0.062


24
V91_N173D_F213M_V294F
0.001
0.028
0.049
0.003
0.001


25
V4_K118Q_Q161W_S214F
0.001
0.003
0.001
0.006
0.001


26
V28_A53T_D166E_Q295W
0.003
0.017
0.026
0.003
0.002


27
V44_A53E_Q161A_V294N
0.001
0.017
0.022
0.004
0.001


28
V52_K119A_S214G_L298A
0.001
0.008
0.001
0.005
0.001


29
V60_E112D_K119A_N173D
0.001
0.001
0.001
0.004
0.001


30
V68_K118N_C209G_R228Q
0.001
0.002
0.001
0.005
0.001


31
V84_F123H_L174V_S177E
0.02
0.051
0.157
0.005
0.001


32
V92_A53T_E112D_G205M
0.079
0.254
1.181
0.012
0.019


33
V36_F123H_L274V_L298A
0.0012
0.001
0.0007
0.0022
0.0003


34
V69_A53T_M106E_Q161S
0.013
0.027
0.493
0.006
0.006


35
V60_E112D_K119A_N173D
0.001
0.003
0.003
0.004
0.001


36
V62_A53T_N173D_S214R
0.001
0.025
0.002
0.003
0.001


37
V70_Q38G_D166E_Q295A
0.031
0.076
0.208
0.003
0.001


38
V78_K119D_Q161W_L298Q
0.001
0.004
0.005
0.002
0.001


39
V94_A17T_V49A_C230N
0.001
0.002
0.001
0.004
0.001


40
V15_A53E_F213M_R228Q
0.001
0.006
0.02
0.003
0.001


41
V23_L219F_Y283L_L298W
0.001
0.012
0.027
0.004
0.001


42
V31_D227E_R228E_L298Q
0.001
0.002
0.001
0.003
0.001


43
V39_A53T_K118N_S214F
0.001
0.015
0.001
0.004
0.001


44
V47_K118Q_F123A_R228E
0.001
0.003
0.002
0.003
0.001


45
V55_V49S_Y216A_V294N
0.002
0.007
0.001
0.003
0.001


46
V63_F123W_M162F_C209G
0.001
0.002
0.001
0.002
0.001


47
V71_M106E_G205L_C209G
0.0002
0.0035
0.0001
0.0049
0.0003


48
V79_V49A_Y121W_C230S
0.001
0.002
0.001
0.002
0.001


49
V87_S177W_Y288H_V294N
0.001
0.001
0.001
0.003
0.001


50
V95_A17T_Q161W_A232S
0.007
0.083
0.065
0.007
0.005


51
V8_K119A_Q161A_R228Q
0.001
0.004
0.001
0.004
0.001


52
V16_A53Q_S177W_L219F
0.002
0.128
0.144
0.005
0.001


53
V24_A17T_F213M_S214R
0.0123
0.1368
0.0087
0.0052
0.0001


54
V32_M162A_C209G_Y288H
0.001
0.004
0.001
0.005
0.001


55
V40_S177E_S214R_R228E
0.002
0.002
0.001
0.004
0.001


56
V48_V49L_E112D_G286E
0.001
0.003
0.001
0.003
0.004


57
V64_M106E_M162A_Y216A
0.001
0.002
0.001
0.001
0.001


58
V72_E112G_G205M_L298W
0.005
0.07
0.173
0.004
0.002


59
V80_M162A_N173D_S214F
0.001
0.008
0.008
0.002
0.001


60
V88_A108G_Q161S_G205M
0.001
0.005
0.012
0.003
0.001


61
Q38G_D166E
0.003
0.021
0.061
0.004
0.003


62
Q38G_Q295A
0.028
0.23
0.243
0.006
0.024


63
D166E_Q295A
0.002
0.037
0.012
0.005
0.002


64
L219F_V294N
0.012
0.184
0.1
0.003
0.007


65
L219F_Q295A
0.002
0.045
0.008
0.004
0.001


66
V294N_Q295A
0.017
0.203
0.112
0.004
0.016


67
A53Q_S177W
0.002
0.093
0.088
0.003
0.001


68
A53Q_L219F
0.007
0.061
0.156
0.003
0.002


69
S177W_L219F
0.001
0.045
0.026
0.002
0.001


70
A108G_Q161S
0.001
0.003
0.006
0.003
0.001


71
A108G_G205M
0.001
0.001
0.002
0.001
0.001


72
Q161S_G205M
0.003
0.021
0.071
0.004
0.001


73
F123H_L174V
0.006
0.016
0.163
0.003
0.001


74
F123H_S177E
0.024
0.045
0.132
0.003
0.001


75
L174V_S177E
0.028
0.236
0.131
0.004
0.002


76
A53T_D166E
0.016
0.055
0.262
0.003
0.003


77
A53T_Q295W
0.027
0.115
0.13
0.007
0.005


78
D166E_Q295W
0.001
0.009
0.003
0.001
0.001


79
A53Q_S177Y
0.003
0.013
0.073
0.004
0.001


80
A53Q_Y288H
0.12
0.566
0.018
0.01
0.043


81
S177Y_Y288H
0.043
0.149
0.004
0.003
0.01


82
V49A_Q161S
0.006
0.026
0.017
0.001
0.002


83
V49A_V294A
0.014
0.053
0.021
0.003
0.008


84
Q161S_V294A
0.008
0.087
0.069
0.003
0.003


85
A53T_M106E
0.022
0.044
0.312
0.005
0.005


86
A53T_Q161S
0.008
0.032
0.184
0.002
0.002


87
M106E_Q161S
0.001
0.007
0.041
0.003
0.001


88
A53T_K118N
0.001
0.001
0.001
0.001
0.001


89
A53T_S214F
0.001
0.004
0.001
0.001
0.001


90
K118N_S214F
0.001
0.003
0.001
0.002
0.001


91
A108G
0.001
0.001
0.002
0.001
0.001


92
A53Q
0.014
0.111
0.236
0.004
0.006


93
A53T
0.056
0.223
0.608
0.009
0.014


94
D166E
0.007
0.049
0.096
0.001
0.003


95
F123H
0.003
0.011
0.143
0.003
0.002


96
G205M
0.009
0.067
0.099
0.001
0.005


97
K118N
0.001
0.007
0.012
0.004
0.001


98
L219F
0.009
0.065
0.094
0.001
0.006


99
M106E
0.003
0.011
0.038
0.001
0.002


100
Q161S
0.01
0.075
0.153
0.001
0.002


101
Q295A
0.015
0.196
0.039
0.001
0.005


102
Q295W
0.011
0.09
0.039
0.002
0.002


103
Q38G
0.006
0.056
0.068
0.002
0.003


104
S177E
0.02
0.178
0.099
0.002
0.001


105
S177W
0.001
0.11
0.05
0.002
0.001


106
S177Y
0.002
0.01
0.034
0.002
0.001


107
S214F
0.001
0.018
0.002
0.001
0.001


108
V294A
0.012
0.228
0.086
0.001
0.006


109
V294N
0.008
0.129
0.059
0.001
0.002


110
V49A
0.01
0.029
0.028
0.001
0.004


ill
Y288H
0.046
0.19
0.004
0.004
0.01


112
K118Q
0.0132
0.0342
0.3057
0.0054
0.0047


113
K119Q
0.0005
0.0052
0.0046
0.0062
0.001


114
M162A
0.0024
0.172
0.1925
0.0082
0.0023


115
Q161A
0.0044
0.0514
0.1017
0.0065
0.0039


116
K119D
0.0268
0.2098
0.2511
0.0056
0.0218


117
F123A
0.021
0.1354
1.3582
0.0061
0.0206


118
K118N
0.0071
0.0207
0.0373
0.0076
0.0009


119
Q161W
0.0015
0.0054
0.0783
0.0033
0.0014


120
D227E
0.0189
0.0974
0.1951
0.0074
0.0121


121
L274V
0.0014
0.0197
0.0241
0.005
0.0007


122
S214G
0.0992
0.062
0.0761
0.0088
0.0242


123
Y216A
0.0004
0.0034
0.0002
0.0054
0.0004


124
F123W
0.0001
0.001
0.0005
0.0034
0.0006


125
V271E
0.0003
0.0019
0.0002
0.0052
0.0002


126
N173D
0.0001
0.0054
0.0044
0.0037
0.0004


127
R228Q
0.0004
0.0037
0.007
0.002
0.001


128
M162F
0.0034
0.0838
0.0372
0.0042
0.0007


129
A232S
0.0736
0.3959
0.1775
0.0081
0.0705


130
C230S
0.0056
0.0453
0.0599
0.0056
0.0007


131
V294F
0.0367
0.2267
0.5666
0.0063
0.0568


132
Y283L
0.0157
0.103
0.1708
0.0038
0.0094


133
S214R
0.2092
1.5553
0.0287
0.02
0.0003


134
G286E
0.0005
0.0137
0.0012
0.004
0.0002


135
R228E
0.0003
0.0002
0.0002
0.0063
0.0003


136
A53T_V294A
0.1099
0.7571
0.8358
0.0107
0.024


137
A53T_Q161S_V294A
0.0457
0.237
0.5362
0.0062
0.0092


138
A53T_Q161S_V294N
0.0284
0.1637
0.3764
0.0072
0.0031


139
A53T_Q295A
0.0723
0.5523
0.2617
0.0069
0.0264


140
Q161S_V294A_Q295A
0.0267
0.2413
0.1134
0.0059
0.005


141
A53T_Q161S_Q295A
0.0526
0.2354
0.2785
0.0298
0.0083


142
A53T_V294A_Q295A
0.1679
1.3931
0.6261
0.018
0.0747


143
A53T_Q161S_V294A_Q295A
0.0987
0.438
0.529
0.0187
0.0239


144
A53T_Q161S_V294N_Q295A
0.0526
0.2073
0.2919
0.0085
0.0073


145
A53T_Q295W
0.0593
0.2272
0.2566
0.0073
0.0132


146
Q161S_V294A_Q295W
0.0083
0.0846
0.0528
0.0045
0.0006


147
A53T_Q161S_Q295W
0.0193
0.1301
0.2282
0.0069
0.0043


148
A53T_V294A_Q295W
0.0792
0.2985
0.3506
0.0113
0.0114


149
A53T_Q161S_V294A_Q295W
0.0273
0.15
0.2829
0.0054
0.0049


150
A53T_Q161S_V294N_Q295W
0.0243
0.1498
0.2751
0.0049
0.006


151
Q295C
0.0177
0.2424
0.0441
0.006
0.0343


152
Q295E
0.0001
0.0176
0.003
0.0052
0.0006


153
Q295F
0.0479
0.6113
0.0275
0.0077
0.0235


154
Q295G
0.003
0.049
0.0223
0.0037
0.0019


155
Q295H
0.0304
0.1238
0.0444
0.0056
0.0527


156
Q295I
0.0048
0.1541
0.0032
0.0016
0.0198


157
Q295L
0.0377
1.3192
0.0344
0.0072
0.1094


158
Q295M
0.0223
0.4255
0.0354
0.0046
0.0423


159
Q295N
0.0073
0.0733
0.0359
0.0041
0.0074


160
Q295D
0.0109
0.151
0.0783
0.0063
0.0033


161
Q295K
0.001
0.0006
0.0005
0.0023
0.0003


162
Q295P
0.0003
0.0118
0.0055
0.0049
0.0001


163
Q295R
0.0002
0.0037
0.0002
0.0009
0.0006


164
Q295S
0.0052
0.1048
0.0373
0.0047
0.0059


165
Q295T
0.0094
0.105
0.0199
0.005
0.0166


166
Q295V
0.0984
1.0999
0.0506
0.0123
0.5476


167
Q295Y
0.013
0.1182
0.1458
0.006
0.0136


168
Q295W
0.0007
0.0114
0.0014
0.0002
0.0004


169
WT Control
0.009
0.0742
0.0788
0.0027
0.006


170
S214D
0.004
0.0423
0.0623
0.0071
0.0007


171
S214E
0.0052
0.0214
0.0101
0.0054
0.0002


172
S214F
0.0002
0.0281
0.0019
0.0047
0.0001


173
S214H
0.0087
0.0832
0.0011
0.0067
0.0002


174
S214I
0.0003
0.0279
0.0127
0.0055
0.001


175
S214K
0.0012
0.0374
0.0225
0.0039
0.0001


176
S214L
0.0012
0.0091
0.0007
0.0046
0.0006


177
S214M
0.0006
0.0175
0.0008
0.0055
0.0001


178
S214N
0.0707
0.0405
0.0921
0.0127
0.0004


179
S214R
0.1858
2.5018
0.057
0.0175
0.0022


180
S214T
0.0152
0.1339
0.1388
0.0046
0.0115


181
S214V
0.0108
0.1068
0.1132
0.0046
0.0062


182
S214W
0.0007
0.0008
0.0014
0.0043
0.0016


183
S214Y
0.0007
0.0004
0.0004
0.0039
0.0002


184
Q161A
0.0078
0.0912
0.1146
0.0021
0.0122


185
Q161C
0.0054
0.0515
0.4969
0.0055
0.009


186
Q161D
0.001
0.006
0.005
0.001
0.001


187
Q161F
0.0014
0.3198
0.256
0.0064
0.0013


188
Q161G
0.0006
0.0155
0.0568
0.0066
0.001


189
Q161H
0.3945
19.8218
0.2343
0.0332
0.0283


190
Q161I
0.0058
0.0636
0.4341
0.0053
0.0095


191
Q161K
0.0095
0.2765
0.141
0.0036
0.0011


192
Q161L
0.0085
0.1492
0.5887
0.0075
0.0153


193
Q161M
0.015
0.0478
0.4349
0.006
0.0028


194
Q161N
0.0044
0.0422
0.1058
0.0051
0.0014


195
Q161P
0.001
0.01
0.023
0.001
0.001


196
Q161Q
0.0113
0.1271
0.1337
0.0047
0.0118


197
Q161R
0.0146
0.8334
0.4276
0.0062
0.0031


198
Q161S
0.0098
0.1224
0.2244
0.004
0.0055


199
Q161T
0.0085
0.214
0.4737
0.0055
0.0098


200
Q161W
0.001
0.004
0.045
0.002
0.001


201
Q161Y
0.0384
0.5159
0.2257
0.0045
0.0036


202
A53D
0.0041
0.0309
0.079
0.0044
0.0008


203
A53E
0.0007
0.0051
0.0024
0.0037
0.0004


204
A53F
0.001
0.0486
0.0016
0.0015
0.0001


205
A53G
0.0095
0.0276
0.0692
0.0073
0.0011


206
A53H
0.0164
0.0668
0.079
0.0089
0.0098


207
A53K
0.09
0.4495
0.973
0.0103
0.0542


208
A53L
0.1046
1.3768
1.9216
0.0108
0.0972


209
A53M
0.0238
0.2104
0.3487
0.0071
0.0198


210
A53N
0.0079
0.0336
0.0684
0.0054
0.0037


211
A53P
0.0004
0.0071
0.0069
0.0043
0.0002


212
A53Q
0.0285
0.2794
0.6075
0.0055
0.0178


213
A53R
0.008
0.04
0.077
0.002
0.003


214
A53S
0.0244
0.1586
0.2731
0.0069
0.0106


215
A53T
0.053
0.299
0.67
0.007
0.016


216
A53V
0.1704
0.7757
0.5053
0.0192
0.1256


217
A53W
0.002
0.013
0.038
0.002
0.001


218
A53Y
0.0063
0.0351
0.0357
0.0055
0.0059


219
S177W_Q295A
0.0489
5.7629
0.0051
0.0072
0.0116


220
S177W_S214R
0.0142
0.203
0.0024
0.0038
0.001


221
Q161S_S177W
0.0076
0.5362
0.0761
0.0017
0.0094


222
A53T_S177W
0.0148
0.4099
0.5618
0.0031
0.0085


223
V49A_Q295L
0.0023
0.0364
0.009
0.0351
0.0135


224
V49A_S214R
0.0263
0.6375
0.0121
0.0041
0.001


225
A53T_Q295F
0.1722
1.62
0.2003
0.0187
0.1032


226
A53T_S214R
0.2252
1.9636
0.0873
0.0226
0.0095


227
A53T_A161S
0.043
0.1852
0.8726
0.0054
0.0138


228
Q161S_Q295F
0.0266
0.4049
0.0432
0.0027
0.0339


229
Q161S_Q295L
0.0228
0.3622
0.0288
0.0039
0.025


230
Q16S_S214R
0.023
0.1759
0.0796
0.0028
0.0009


231
S214R_Q295F
0.576
6.1235
0.0155
0.0674
0.0111


232
WT
0.015
0.114
0.128
0.004
0.009


233
WT
0.019
0.129
0.15
0.004
0.012


234
WT
0.019
0.116
0.133
0.003
0.013


235
WT
0.016
0.157
0.143
0.002
0.011


236
WT
0.0118
0.0819
0.09
0.0048
0.0047


237
WT
0.0162
0.128
0.1362
0.0073
0.017


238
WT
0.0288
0.2778
0.2988
0.0051
0.0251


239
WT
0.0273
0.2258
0.2578
0.0069
0.0157


240
WT
0.0188
0.1259
0.1409
0.0034
0.0122


241
WT
0.0219
0.2037
0.2211
0.0077
0.0143









The amount of each prenylation product was measured by HPLC. FIG. 6 shows a heatmap of the HPLC areas of each prenylation product generated using DVA as substrate and FPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 12.


Example 8: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using ORA as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position. A subset of Orf2 Mutant enzymes were screened for prenylation when using Orsillenic Acid (ORA) as substrate and GPP as donor.


The wild type Orf2 prenylation reaction using ORA as substrate and GPP as donor produces 6 products as detected by HPLC. The respective retention times of these products are approximately 4.6, 5.7, 5.83, 6.35, 7.26, and 9.26 minutes.


Table 13A provides a summary of the prenylation products produced from ORA and GPP, their retention times, and the hypothesized prenylation site on ORA. FIG. 22 shows the predicted chemical structures of the respective prenylation products.









TABLE 13A







Predicted prenylation products of Orf2 or Orf2 Mutants


when using ORA as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





UNK20
ORA
GPP
CO
4.557


UNK21
ORA
GPP
2-O
7.258


UNK22
ORA
GPP
4-O
6.353


UNK23
ORA
GPP
3-C
5.707


UNK24
ORA
GPP
5-C
5.828


UNK59
ORA
GPP
5-C + 3-C
9.263









Tables 13B-13D provide NMR data of proton and carbon chemical shifts for UNK59 with (a) HSQC, (b) HMBC correlation and (c) final carbon and proton NMR assignments. The carbon and proton NMR assignments for UNK59 are shown in FIG. 82.









TABLE 13B







Proton NMR assignments for UNK59









PROTON

MULTIPLICITY













Shift
Area
Protons
C Assignment
HSQC-DEPT
Options
Actual
















1.528
3.07
3
C9
1.52
CH3 or CH
CH3


1.53
3.07
3
C9′″
X
X
CH3


1.596
3.21
3
C10
1.58
CH3 or CH
CH3


1.6
2.92
3
C10′″
X
X
CH3


1.711
3.01
3
C8 or C8′′′
1.7
CH3 or CH
CH3


1.715
2.96
3
C8 or C8′′′
1.7
CH3 or CH
CH3


1.902
1.9
2
C4′′′
1.9
CH2
CH2


1.938
2
2
C4
1.92
CH2
CH2


2.006
4.21
4
C5 + C5′′′
1.99
CH2
CH2


2.34
3.03
3
C1″?
2.33
CH3 or CH
CH3


3.287
2.05
2
C1 Or C1′′′
3.28
CH2
CH2


3.298
2.35
2
C1 Or C1′′′
3.28
CH2
CH2


4.921
1
1
C6′′′
4.9
CH3 or CH
CH


5.026
1.02
1
C6 OR C2′′′
5.02
CH3 or CH
CH


5.04
1.08
1
C6 OR C2′′′
5.09
CH3 or CH
CH


5.101
1.09
1
C2
X
X
CH


8.857
0.968
1
4′ OH?
X
X
X


11.95
0.994
1
2′ OH?
X
X
X


13.5
1
1
COOH?
X
X
X











H Sum:
40

















TABLE 13C







Carbon NMR assignments for UNK59












CARBON

Carbon
NMR



Shift
Assignment
ct.
Predictions
















 16.43
C8
1
16.4



 16.48
C8″′
1
16.4



 17.98
C9
1
18.6



 18
C9″′
1
18.6



 18.4
C1″
1
14.2



 22.48
C1
1
22.2



 25.43
C1′″
1
24.8



 25.91
C10
1
24.6



 25.93
C10″′
1
24.6



 26.56
C5
1
26.4



 26.65
C5′″
1
26.4



 39.7
C4 + C4′″
2
39.7



106.7
C1′
1
107.2



113.29
C3′
1
113



120.6
C2
1
122.3



123.15
C2′″
1
122.3



123.8
C6
1
123.5



124.55
C6′″
1
123.5



124.59
C5′
1
126



131.07
C7
1
132



131.1
C7′″
1
132



134.12
C3
1
136.5



134.26
C3′″
1
136.5



137.56
C6′
1
139.3



157.44
C2′
1
156.9



159.71
C4′
1
158.3



174.43
COOH
1
173.2




CSUM:
28

















TABLE 13D







HMBC for sample UNK59










1D C

Associated



Shift
Assignment
Proton Shifts
Proton List















 16.43
C9″′
4.92

C6″′



 16.48
C8
5.1

C2



 17.98
C8″′
5.03

C2″′



 18
C9
1.59

C10



 18.4
C1″
X





 22.48
C1
X





 25.43
C1″′
X





 25.91
C10
1.52

C9



 25.93
C10″′
5.02

C2″′



 26.56
C5
1.94

C4



 26.65
C5″′
1.9

C4″′



 39.89
1.79
1.98

C8 or C8″′
C5 + C5″′


106.7
C1′
2.34

C1″?



113.29
C3′
8.86

4′ OH?



120.6
C2
3.29

C1 + C1″



123.15
C2″′
1.89
8.86
C4′″



123.8
C6
3.29

C1 + C1″



124.55
C6′″
X





124.59
C5′
1.52

C9



131.07
C7
X





131.1
C7″′
1.52

C9



134.12
C3
X





134.26
C3″′
1.71

C8 o rC8′″



137.56
C6′
3.29
1.99
C5 + C5″′
C1 + C1″


157.44
C2′
2.33

C1″?



159.71
C4′
X





174.43
COOH
X









Table 14 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using ORA as substrate and GPP as donor. Table 14 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 14







HPLC Area in mAU*min of prenylation products produced by Orf2 and Orf2


Variants when using ORA as substrate and GPP as donor














ID#
Mutations
4.557
5.707
5.828
6.353
7.258
9.263

















1
A53Q + Y288H
0.3283
14.2943
0.5313
0.6722
2.6632
4.0885


2
Q161S + V294A
0.0102
26.4403
0.4963
0.1372
0.2948
0.4523


3
A53T
0.0335
61.3252
1.0407
0.7123
3.1675
1.3286


4
Q295A
0.0347
32.3728
0.4799
0.4833
0.8491
3.3298


5
Q295W
0.1928
15.2688
1.5169
1.1091
4.357
4.0242


6
V294A
0.0865
51.226
0.867
0.3911
1.2826
0.3834


7
Q295F
0.1585
13.9454
1.4399
0.9662
2.1466
2.3094


8
Q295H
0.0455
41.0933
0.8956
0.4223
0.9599
0.5652


9
S214R
0.0167
12.2428
0.1388
0.2801
0.1169
4.9605


10
WT
0.0284
50.6006
0.8257
0.2747
1.6682
1.6355









The amount of each prenylation product was measured by HPLC. FIG. 7 shows a heatmap of the HPLC areas of each prenylation product generated using ORA as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 14.


Example 9: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using Apigenin as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position. A subset of Orf2 Mutant enzymes were screened for prenylation when using Apigenin as substrate and GPP as donor.


The wild type Orf2 prenylation reaction using Apigenin as substrate and GPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 5.84, 6.77, 7.36, 7.68, and 8.19 minutes.


Table 15 provides a summary of the prenylation products produced from Apigenin and GPP, their retention times, and the hypothesized prenylation site on Apigenin. FIG. 23 shows the predicted chemical structures of the respective prenylation products.









TABLE 15







Predicted prenylation products of Orf2 or Orf2 Mutants


when using Apigenin as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





UNK47
Apigenin
GPP
C-13/C-15
5.84


UNK48
Apigenin
GPP
C-3
6.77


UNK49
Apigenin
GPP
C-12/C-16
7.36


UNK50
Apigenin
GPP
C-9
7.68


UNK51
Apigenin
GPP
C-5
8.19









Table 16 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using Apigenin as substrate and GPP as donor. Table 16 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 16







HPLC Area in mAU*min of prenylation products produced by Orf2


and Orf2 Variants when using Apigenin as substrate and GPP as


donor













ID#
Mutations
5.84
6.77
7.36
7.68
8.19
















1
Q295C
0.037
0.656
0.079
0.844
0.028


2
Q295E
0.008
0.512
0.01 
0.065
0.035


3
Q295F
0.881
8.074
0.332
0.949
0.037


4
Q295G
0.036
0.184
0.032
0.375
0.018


5
Q295H
0.098
1.299
0.007
0.281
0.008


6
Q295I
0.033
0.744
0.118
3.573
0.148


7
Q295L
0.073
1.146
0.221
10.153
0.042


8
Q295M
0.337
3.197
0.213
4.572
0.029


9
Q295N
0.012
0.095
0.024
0.143
0.012


10
Q295D
0.014
0.295
0.024
0.052
0.015


11
Q295K
0.007
0.044
0.021
0.029
0.004


12
Q295P
0.007
0.028
0.003
0.025
0.003


13
Q295R
0.005
0.011
0.001
0.002
0.003


14
Q295S
0.015
0.158
0.023
0.242
0.018


15
Q295T
0.017
0.14
0.016
1.154
0.011


16
Q295V
0.017
0.124
0.039
1.275
0.034


17
Q295Y
0.031
3.792
0.048
3.475
0.053


18
Q295W
0.606
6.037
0.11 
0.303
0.014


19
Q295A
0.024
0.17
0.029
0.636
0.032


20
Q295Q
0.051
6.947
0.107
7.634
0.209


21
WT
0.049
5.977
0.104
5.551
0.17


22
S214E
0.008
0.234
0.002
0.221
0.101


23
S214H
0.005
0.216
0.001
0.01
0.013


24
S214Q
0.008
0.107
0.003
0.012
0.038


25
S214R
0.01 
0.119
0.003
0.688
0.1


26
Q161A
0.115
40.518
0.579
7.562
0.456


27
Q161C
0.026
19.176
0.487
3.827
0.256


28
Q161D
0.033
0.563
0.016
0.595
0.027


29
Q161E
0.065
0.664
0.019
0.633
0.028


30
Q161F
0.019
5.93
0.096
1.626
0.674


31
Q161G
1.071
36.638
0.561
4.654
0.461


32
Q161H
0.156
10.678
0.221
7.605
0.211


33
Q161I
0.017
32.007
0.281
8.586
0.639


34
Q161K
0.042
27.674
0.412
9.077
0.591


35
Q161L
0.009
3.693
0.115
2.828
0.124


36
Q161M
0.011
2.368
0.145
1.264
0.099


37
Q161N
0.02 
3.968
0.078
2.371
0.069


38
Q161P
0.057
31.048
0.831
1.91
0.168


39
Q161Q
0.085
8.857
0.123
7.771
0.229


40
Q161R
0.034
5.103
0.655
33.99
0.143


41
Q161S
0.276
29.936
0.543
6.19
0.204


42
Q161T
0.05 
21.028
0.272
8.879
0.163


43
Q161V
0.033
39.061
0.513
7.092
0.539


44
Q161W
0.012
14.605
0.283
19.196
0.013


45
Q161Y
0.018
3.813
0.032
2.387
0.091


46
WT
0.027
3.054
0.066
2.948
0.09


47
V294A_
0.584
7.832
0.386
6.468
0.235



Q161S







48
A53T
0.941
11.324
0.131
5.903
0.575


49
Q161S
0.453
11.836
0.18 
2.99
0.305


50
Q295A
0.019
0.263
0.019
0.722
0.042


51
Q295W
0.968
8.572
0.161
0.416
0.022


52
V294A
0.144
2.117
0.177
6.328
0.193


53
WT
0.132
7.706
0.103
7.002
0.304









The amount of each prenylation product was measured by HPLC. FIG. 8 shows a heatmap of the HPLC areas of each prenylation product generated using Apigenin as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 16.


Example 10: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using Naringenin as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position. A subset of Orf2 Mutant enzymes were screened for prenylation when using Naringenin as substrate and GPP as donor.


The wild type Orf2 prenylation reaction using Naringenin as substrate and GPP as donor produces 2 products as detected by HPLC. The respective retention times of these products are approximately 6.86 and 7.49 minutes.


Table 17 provides a summary of the prenylation products produced from Naringenin and GPP, their retention times, and the hypothesized prenylation site on Naringenin. FIG. 24 shows the predicted chemical structures of the respective prenylation products.









TABLE 17







Predicted prenylation products of Orf2 or Orf2 Mutants


when using Naringenin as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





RBI-41
Naringenin
GPP
C-3
6.86


RBI-42
Naringenin
GPP
C-5
7.49









Table 18 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using Naringenin as substrate and GPP as donor. Table 18 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 18







HPLC Area in mAU*min of prenylation products


produced by Orf2 and Orf2 Variants when using


Naringenin as substrate and GPP as donor










ID #
Mutations
6.86
7.49













 1
WT
8.202
31.829


 2
Q295C
2.253
2.131


 3
Q295E
0.642
0.105


 4
Q295F
6.571
1.125


 5
Q295G
0.658
0.37


 6
Q295H
3.33
42.881


 7
Q295I
0.748
3.277


 8
Q295L
1.539
16.474


 9
Q295M
3.364
6.71


10
Q295N
0.472
0.522


11
Q295D
0.534
0.051


12
Q295K
0.359
0.04


13
Q295P
0.311
0.039


14
Q295R
0.209
0.006


15
Q295S
0.34
0.2


16
Q295T
0.306
0.199


17
Q295V
0.828
2.854


18
Q295Y
15.157
44.511


19
Q295W
6.094
0.324


20
Q295A
0.703
0.806


21
Q295Q
17.351
24.072


22
WT
16.28
29.481


23
S214E
1.438
0.97


24
S214H
0.85
0.092


25
S214Q
2.065
0.129


26
S214R
0.237
5.428


27
Q161A
9.731
20.938


28
Q161C
22.728
5.655


29
Q161D
3.005
8.28


30
Q161E
2.627
10.858


31
Q161F
11.362
2.239


32
Q161G
4.44
4.066


33
Q161H
5.966
11.015


34
Q161I
34.974
29.071


35
Q161K
18.385
21.875


36
Q161L
22.325
13.502


37
Q161M
14.437
8.335


38
Q161N
4.897
9.208


39
Q161P
4.697
1.86


40
Q161Q
10.32
23.439


41
Q161R
3.622
32.151


42
Q161S
17.823
22.064


43
Q161T
20.046
51.667


44
Q161V
57.983
24.995


45
Q161W
32.888
64.656


46
Q161Y
38.983
19.701


47
WT
8.581
34.506


48
V294A_Q161S
10.737
18.441


49
A53T
19.936
21.86


50
Q161S
15.186
18.466


51
Q295A
2.624
4.295


52
Q295W
9.322
0.573


53
V294A
2.607
15.69


54
WT2
11.047
32.557









The amount of each prenylation product was measured by HPLC. FIG. 9 shows a heatmap of the HPLC areas of each prenylation product generated using Naringenin as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 18.


Example 11: Generation of ORF2 Variants which Synthesize an Altered Amount of Prenylated Products when Using Reservatrol as Substrate and GPP as Donor

A rational design approach was used to generate a library of 96 ORF2 triple mutants in which each triple mutant carried amino acid substitutions at 3 of 36 selected residues following the methods described in Example 1. These triple mutants may be interchangeably referred to as tripleton variants or tripleton mutants. Each amino acid substitution was employed 3-5 times in the library. From 66 of the 96 clones each carrying a unique tripleton ORF2 variant, ORF2 mutant proteins were expressed and their activity was analyzed as described in Example 1. Clones that exhibited improved function relative to the wild type enzyme were subjected to “breakdown” analysis. “Breakdown” analysis involves creating all possible combinations of double mutations and all single combinations from the parental tripleton yielding 6 unique variant enzymes from a single parental tripleton. “Breakdown” variants were used to identify residues for site saturation where all 19 other amino acids were substituted at a single position. A subset of Orf2 Mutant enzymes were screened for prenylation when using Reservatrol as substrate and GPP as donor.


The wild type Orf2 prenylation reaction using Reservatrol as substrate and GPP as donor produces 4 products as detected by HPLC. The respective retention times of these products are approximately 5.15, 5.87, 7.3, and 8.44 minutes.


Table 19 provides a summary of the prenylation products produced from Reservatrol and GPP, their retention times, and the hypothesized prenylation site on Reservatrol. FIG. 25 show the predicted chemical structures of the respective prenylation products.









TABLE 19







Predicted prenylation products of Orf2 or Orf2 Mutants


when using Reservatrol as substrate and GPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














RBI-49
Resveratrol
GPP
C-11/C-13
5.15


RBI-48
Resveratrol
GPP
C-3
5.87


UNK52
Resveratrol
GPP
C-10/C-14
7.3


UNK53
Resveratrol
GPP
C-1/5
8.44









Table 20 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce prenylated products using Reservatrol as substrate and GPP as donor. Table 20 lists the mutations within each of the mutants analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 20







HPLC Area in mAU*min of prenylation products produced by Orf2


and Orf2 Variants when using Reservatrol as substrate and GPP as


donor












ID#
Mutations
5.15
5.87
7.3
8.44















1
WT
0.072
2.459
0.048
0.469


2
Q295C
0.246
18.951
0.212
1.203


3
Q295E
0.014
0.478
0.057
0.109


4
Q295F
0.149
1.98
0.14
0.099


5
Q295G
0.037
3.468
0.09
0.287


6
Q295H
0.489
22.335
0.364
3.931


7
Q295I
0.243
9.527
0.286
1.362


8
Q295L
0.045
5.68
0.13
0.45


9
Q295M
0.136
6.969
0.21
0.819


10
Q295N
0.048
1.249
0.057
0.033


11
Q295D
0.031
1.5
0.076
0.066


12
Q295K
0.032
0.354
0.062
0.001


13
Q295P
0.024
0.604
0.066
0.035


14
Q295R
0.008
0.082
0.07
0.001


15
Q295S
0.05
3.534
0.07
0.126


16
Q295T
0.026
4.023
0.067
0.589


17
Q295V
0.113
11.513
0.156
1.525


18
Q295Y
0.014
2.113
0.084
0.419


19
Q295W
0.308
2.323
0.15
0.24


20
Q295A
0.064
10.437
0.115
0.842


21
Q295Q
0.019
2.981
0.083
0.59


22
WT
0.017
2.104
0.072
0.397


23
S214E
0.032
31.678
0.117
2.491


24
S214H
0.023
33.632
0.018
0.433


25
S214Q
0.033
46.708
0.058
2.431


26
S214R
0.086
0.851
0.02
0.018


27
Q161A
0.254
5.286
0.082
1.987


28
Q161C
0.358
32.321
0.15
2.578


29
Q161D
0.059
13.127
0.173
1.02


30
Q161E
0.073
6.357
0.092
0.347


31
Q161F
0.073
6.956
0.085
0.678


32
Q161G
10.292
2.309
1.037
27.413


33
Q161H
0.048
21.619
0.089
2.828


34
Q161I
0.131
13.601
0.118
2.778


35
Q161K
0.318
3.085
0.09
1.716


36
Q161L
0.023
23.734
0.099
2.929


37
Q161M
0.02
18.21
0.103
2.641


38
Q161N
0.02
1.342
0.041
0.107


39
Q161P
0.054
1.494
0.034
0.481


40
Q161Q
0.031
3.151
0.049
0.894


41
Q161R
0.357
2.428
0.092
2.265


42
Q161S
0.022
9.936
0.101
3.788


43
Q161T
0.019
6.117
0.051
1.709


44
Q161V
0.036
7.982
0.071
1.898


45
Q161W
0.003
1.471
0.045
0.124


46
Q161Y
0.007
2.943
0.049
0.368


47
WT
0.016
1.044
0.047
0.168


48
V294A_
0.328
17.675
0.288
6.416



Q161S






49
A53T
0.075
12.785
0.099
3.09223


50
Q161S
0.076
12.144
0.086
4.129


51
Q295A
0.017
3.542
0.031
0.403


52
Q295W
0.588
2.626
0.071
0.288


53
V294A
0.216
11.208
0.131
2.357


54
WT2
0.072
3.864
0.018
0.617









The amount of each prenylation product was measured by HPLC. FIG. 10 shows a heatmap of the HPLC areas of each prenylation product generated using Reservatrol as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an Orf2 or Orf2 variant. Prenylation products are labeled by retention time. Enzyme variants are labeled by ID # as listed in Table 20.


Example 12: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using ORA as Substrate and DMAPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using ORA as substrate and DMAPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 2.5, 2.77, 2.89, 4.78, and 4.96 minutes.


Table 21 provides a summary of the prenylation products produced from ORA and DMAPP, their retention times, and the hypothesized prenylation site on ORA. FIG. 26 shows the predicted chemical structures of the respective prenylation products.









TABLE 21







Predicted prenylation products of aromatic


prenyltransferase enzymes when using ORA


as substrate and DMAPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





UNK25
ORA
DMAPP
CO
2.503


UNK26
ORA
DMAPP
2-O
4.963


UNK27
ORA
DMAPP
4-O
4.797


UNK28
ORA
DMAPP
3-C
2.765


UNK29
ORA
DMAPP
5-C
2.887









Table 22 provides a summary of the analysis performed on the enzymatic activity of the APT enzymes to produce prenylated products using ORA as substrate and DMAPP as donor. Table 22 lists the APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 22







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using ORA as substrate and DMAPP as donor













ID#
APT
2.503
2.765
2.887
4.797
4.963
















1
PB-002
0.806
0.001
1.51
0.022
0.013


2
PB-005
0.209
0.341
0.304
0.01
0.018


3
PB-006
8.57
0.077
15.442
0.001
0.211


4
PB-064
8.833
0.62
1.8872
30.127
2.143


5
PB-065
1.125
0.052
1.3627
0.0227
6.855


6
PBJ
0.021
0.014
0.0031
0.0033
0.002


7
Orf2-
2.384
0.081
0.202
0.008
0.208



A53T







8
Orf2-
0.586
0.004
0.145
0.002
0.186



Q295F









The amount of each prenylation product was measured by HPLC. FIG. 11 shows a heatmap of the HPLC areas of each prenylation product generated using ORA as substrate and DMAPP as donor. Each column represents a single prenylation product and each row represents an APT enzyme. Prenylation products are labeled by retention time. APTs are labeled by ID # as listed in Table 22.


Example 13: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using DV as Substrate and DMAPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using DV as substrate and DMAPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 4.04, 4.65, 5.26, 6.83, and 7.06 minutes.


Table 23 provides a summary of the prenylation products produced from DV and DMAPP, their retention times, and the hypothesized prenylation site on DV. FIG. 27 shows the predicted chemical structures of the respective prenylation products.









TABLE 23







Predicted prenylation products of aromatic


prenyltransferase enzymes when using


DV as substrate and DMAPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK54
DV
DMAPP
1-C/5-C
4.645


UNK55
DV
DMAPP
2-O/4-O
5.26


UNK56
DV
DMAPP
3-C
4.037


UNK57
DV
DMAPP
5-C + 3-C
6.833


UNK58
DV
DMAPP
5-C + 1-C
7.06









Table 24 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using DV as substrate and DMAPP as donor. Table 24 lists the APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 24







HPLC Area in mAU*min of prenylation products produced APT


enzymes when using DV as substrate and DMAPP as donor













ID#
Mutations
4.037
4.645
5.26
6.833
7.06
















1
PB-002
0.249
0.937
0.002
0.178
0.017


2
PB-005
0.646
1.4
2.352
0.321
5.071


3
PB-006
1.814
1.375
0.001
4.782
0.717


4
PB-064
0.144
0.7642
0.001
0.138
0.002


5
PB-065
0.01 
0.3027
0.001
0.122
0.116


6
PBJ
0.013
0.3274
0.001
0.052
0.39


7
Orf2-
0.098
0.1293
0.009
0.18
0.001



A53T







8
Orf2-
0.002
0.0213
0.002
0.222
0.001



Q295F









The amount of each prenylation product was measured by HPLC. FIG. 12 shows a heatmap of the HPLC areas of each prenylation product generated using DV as substrate and DMAPP as donor. Each column represents a single prenylation product and each row represents APT enzyme. Prenylation products are labeled by retention time. APTs are labeled by ID # as listed in Table 24.


Example 14: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using DV as Substrate and GPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using DV as substrate and GPP as donor produces 2 products as detected by HPLC. The respective retention times of these products are approximately 6.37 and 6.88 minutes.


Table 25 provides a summary of the prenylation products produced from DV and GPP, their retention times, and the hypothesized prenylation site on DV. FIG. 28 show the predicted chemical structures of the respective prenylation products.









TABLE 25







Predicted prenylation products of aromatic


prenyltransferase enzymes when using


DV as substrate and GPP as donor













Molecule


Attachment
Retention



ID
Substrate
Donor
Site
Time







RBI-32
DV
GPP
3C
6.368



RBI-33
DV
GPP
1-C/5-C
6.883










Table 26 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using DV as substrate and GPP as donor. Table 26 lists the APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 26







HPLC Area in mAU * min of prenylation products produced by


APT enzymes when using DV as substrate and GPP as donor










ID#
Mutations
6.368
6.883













1
Orf2-A53Q + Y288H
0.185
1.119


2
Orf2-Q161S + V294A
1.959
1.295


3
Orf2-A53T
1.026
2.371


4
Orf2-Q295A
0.409
0.851


5
Orf2-Q295W
0.277
0.711


6
Orf2-V294A
0.692
1.193


7
Orf2-Q295F
0.566
0.758


8
Orf2-Q295H
4.074
1.772


9
Orf2-S214R
0.130
0.377


10
Orf2-WT
0.326
1.077


11
PB-005
0.006
0.086


12
PB-064
0.010
0.059


13
PBJ
0.019
0.430









The amount of each prenylation product was measured by HPLC. FIG. 13 shows a heatmap of the HPLC areas of each prenylation product generated using DV as substrate and GPP as donor. Each column represents a single prenylation product and each row represents an APT enzyme. Prenylation products are labeled by retention time. APTs are labeled by ID # as listed in Table 26.


Example 15: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using DVA as Substrate and DMAPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using DVA as substrate and DMAPP as donor produces 4 products as detected by HPLC. The respective retention times of these products are approximately 4.21, 4.29, 4.84, and 5.55 minutes.


Table 27 provides a summary of the prenylation products produced from DVA and DMAPP, their retention times, and the hypothesized prenylation site on DVA. FIG. 29 shows the predicted chemical structures of the respective prenylation products.









TABLE 27







Predicted prenylation products of aromatic prenyltransferase


enzymes when using DVA as substrate and DMAPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time





UNK7
DVA
DMAPP
2-O
5.545


UNK8
DVA
DMAPP
4-O
4.835


UNK9
DVA
DMAPP
3-C
4.213


UNK10
DVA
DMAPP
5-C
4.285









Table 28 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using DVA as substrate and DMAPP as donor. Table 26 lists the APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 28







HPLC Area in mAU * min of prenylation products produced by


APT enzymes when using DVA as substrate and DMAPP as donor












ID#
Mutations
4.213
4.285
4.835
5.545















1
PB-002
0.001
0.531
0.093
0.2


2
PB-005
0.001
0.312
0.103
0.195


3
PB-006
0.04
39.357
0.189
0.196


4
PB-064
0.76
0.1638
0.134
0.198


5
PB-065
1.304
1.2925
0.126
0.145


6
PBJ
0.003
0.0089
0.005
0.213


7
Orf2-A53T
1.573
0.5925
0.163
0.183


8
Orf2-Q295F
0.114
1.1744
0.069
0.127









The amount of each prenylation product was measured by HPLC. FIG. 14 shows a heatmap of the HPLC areas of each prenylation product generated using DVA as substrate and DMAPP as donor. Each column represents a single prenylation product and each row represents an APT enzyme. Prenylation products are labeled by retention time. APTs are labeled by ID # as listed in Table 28.


Example 16: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using O as Substrate and DMAPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using O as substrate and DMAPP as donor produces 5 products as detected by HPLC. The respective retention times of these products are approximately 5.46, 6.04, 6.98, 7.65, and 7.91 minutes.


Table 29 provides a summary of the prenylation products produced from O and DMAPP, their retention times, and the hypothesized prenylation site on O. FIG. 30 shows the predicted chemical structures of the respective prenylation products.









TABLE 29







Predicted prenylation products of aromatic prenyltransferase


enzymes when using O as substrate and DMAPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














RBI-09
O
DMAPP
3-C
5.46


RBI-10
O
DMAPP
1-C/5-C
6.04


UNK16
O
DMAPP
2-O/4-O
6.982


RBI-12
O
DMAPP
1-C + 5-C
7.91


RBI-11
O
DMAPP
1-C + 3-C
7.648









Table 30-a provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using O as substrate and DMAPP as donor. Table 30-a lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 30-a







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using O as substrate and DMAPP as donor















RBI-






ID#
Mutations
09
6.04
6.982
7.648
7.91
















1
PB-005
1.043
8.722
0.425
0.251
3.148


2
PB-006
4.470
4.243
0.001
2.041
0.667


3
PB-064
0.144
0.280
0.001
0.001
0.001


4
PB-065
0.035
0.719
0.001
0.001
0.326


5
PBJ
0.076
1.003
0.691
0.011
1.239









The amount of each prenylation product was measured by HPLC. FIG. 14 shows a heatmap of the HPLC areas of each prenylation product generated using O as substrate and DMAPP as donor. Each column represents a single prenylation product and each row represents an APT enzyme. Prenylation products are labeled by retention time with the exception of RBI-09. APTs are labeled by ID # as listed in Table 30-a.


Example 17: Production of Derivative Molecules by Refeeding CBGA to Orf2 Mutants with DMAPP as a Donor

CBGA produced from an aromatic prenyltransferase reaction with OA and GPP and ORF2 or Orf2 variants as described in Example 3 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction with Orf2 or Orf2 variants and DMAPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar DMAPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar CBGA, and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using CBGA as substrate and DMAPP as donor produced a product as detected by HPLC with a retention time of approximately 9.095 minutes.


Table 30-b provides a summary of the prenylation product produced from CBGA and DMAPP, the retention times, and the hypothesized prenylation site on CBGA. FIG. 31 shows the predicted chemical structure of the prenylation product.









TABLE 30-b







Predicted prenylation product of Orf2 enzymes when using CBGA as


substrate and DMAPP as donor











Molecule
Prenylation Sites
Orf2Clone
Mutation
mAU * min (9.13)





RBI-22
5-C (DMAPP) + 3-C (GPP)
33-2
A53T
0.0644


RBI-22
5-C (DMAPP) + 3-C (GPP)
122-2
S214R
0.0644


RBI-22
5-C (DMAPP) + 3-C (GPP)
56-2
Q295F
0.0224









Example 18: Production of Derivative Molecules by Refeeding RBI-04 (5-GOA) to Orf2 Mutants with DMAPP as a Donor

RBI-04 (5-GOA) produced from an aromatic prenyltransferase reaction with OA and GPP using Orf2 or Orf2 variants as the prenyltransferase as described in Example 3 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants as the prenyltransferase. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar DMAPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar CBGA, and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-04 (5-GOA) as substrate and DMAPP as donor produced a product as detected by HPLC with a retention time of approximately 9.088 minutes.


Table 31 provides a summary of the prenylation product produced from RBI-04 (5-GOA) and DMAPP, the retention times and the hypothesized prenylation site on RBI-04 (5-GOA). FIG. 32 shows the predicted chemical structure of the prenylation product.









TABLE 31







Predicted prenylation product of Orf2 enzymes when using


RBI-04 (5-GOA) as substrate and DMAPP as donor










Molecule
Prenylation Sites
Mutation
mAU * min (9.088)





UNK36
5-C (GPP) + 3-C (DMAPP)
Q295F
9.018









Example 19: Production of Derivative Molecules by Refeeding RBI-04 (5-GOA) to Orf2 Mutants with FPP as a Donor

RBI-04 (5-GOA) produced from an aromatic prenyltransferase reaction with OA and GPP using Orf2 or Orf2 variants as the prenyltransferase as described in Example 3 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants as the prenyltransferase. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar FPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-04 (5-GOA), and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-04 (5-GOA) as substrate and FPP as donor produced a product as detected by HPLC with a retention time of approximately 16.59 minutes.


Table 32 provides a summary of the prenylation product produced from RBI-04 (5-GOA) and FPP, the retention times and the hypothesized prenylation site on RBI-04 (5-GOA). FIG. 33 shows the predicted chemical structure of the prenylation product.









TABLE 32







Predicted prenylation product of Orf2 enzymes when using


RBI-04 (5-GOA) as substrate and FPP as donor










Molecule
Prenylation Sites
Mutation
mAU * min (16.59)





UNK42
5-C (GPP) + 3-C (FPP)
Q295F
1.747









Example 20: Production of Derivative Molecules by Refeeding RBI-04 (5-GOA) to Orf2 Mutants with GPP as a Donor

RBI-04 (5-GOA) produced from an aromatic prenyltransferase reaction with OA and GPP using Orf2 or Orf2 variants as the prenyltransferase as described in Example 3 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants as the prenyltransferase. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 2 millimolar GPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-04 (5-GOA), and 20 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-04 (5-GOA) as substrate and GPP as donor produced a product as detected by HPLC with a retention time of approximately 11.6 minutes.


Table 33 provides a summary of the prenylation product produced from RBI-04 (5-GOA) and GPP, the retention times and the hypothesized prenylation site on RBI-04 (5-GOA). FIG. 34 shows the predicted chemical structure of the prenylation product.









TABLE 33







Predicted prenylation product of Orf2 enzymes when using


RBI-04 (5-GOA) as substrate and GPP as donor















mAU * min


Molecule
Prenylation Sites
Mutation
5GOA
(11.6)














RBI-07
3-C (GPP) + 5-C (GPP)
Q295A
0.029
2.101


RBI-07
3-C (GPP) + 5-C (GPP)
S214R
0.053
10.7


RBI-07
3-C (GPP) + 5-C (GPP)
A53T
3.516
1.05









Example 21: Production of Derivative Molecules by Refeeding RBI-08 to Orf2 Mutants with DMAPP as a Donor

RBI-08 produced from an aromatic prenyltransferase reaction with OA and DMAPP using Orf2 or Orf2 variants as the prenyltransferase as described in Example 2 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants as the prenyltransferase. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar DMAPP, 100 millimolar HEPES buffer at a pH of 7.5, 1 millimolar RBI-08, and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-08 as substrate and DMAPP as donor produced a product as detected by HPLC with a retention time of approximately 7.55 minutes.


Table 34 provides a summary of the prenylation product produced from RBI-08 and DMAPP, the retention times and the hypothesized prenylation site on RBI-08. FIG. 35 shows the predicted chemical structure of the prenylation product.









TABLE 34







Predicted prenylation product of Orf2 enzymes when using RBI-08 as


substrate and DMAPP as donor













mAU * min


Molecule
Prenylation Sites
Mutation
(7.55)





RBI-18
5-C (DMAPP) + 3-C (DMAPP)
S214R
0.1356


RBI-18
5-C (DMAPP) + 3-C (DMAPP)
Q295F
1.3375


RBI-18
5-C (DMAPP) + 3-C (DMAPP)
A53T
7.9273









Example 22: Production of Derivative Molecules by Refeeding RBI-08 to Orf2 Mutants with GPP as a Donor

RBI-08 produced from an aromatic prenyltransferase reaction with OA and DMAPP using Orf2 or Orf2 variants as the prenyltransferase as described in Example 2 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants as the prenyltransferase The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar GPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-08, and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-08 as substrate and GPP as donor produced 2 products as detected by HPLC with retention times of approximately 8.22 and 9.1 minutes.


Table 35 provides a summary of the prenylation products produced from RBI-08 and GPP, the retention times and the hypothesized prenylation sites on RBI-08. FIG. 36 shows the predicted chemical structures of the prenylation products.









TABLE 35







Predicted prenylation product of Orf2 enzymes when using RBI-09 as


substrate and GPP as donor











Molecule
Prenylation Sites
Mutation
mAU * min
Retention Time














UNK38
CO (GPP) + 3-C (DMAPP)
A53T
6.4738
8.22


UNK38
CO (GPP) + 3-C (DMAPP)
S214R
0.0039
8.22


UNK38
CO (GPP) + 3-C (DMAPP)
Q295F
5.9266
8.22


UNK36
5-C (GPP) + 3-C (DMAPP)
A53T
2.5133
9.1


UNK36
5-C (GPP) + 3-C (DMAPP)
S214R
0.0276
9.1


UNK36
5-C (GPP) + 3-C (DMAPP)
Q295F
1.6517
9.1









Example 23: Production of Derivative Molecules by Refeeding RBI-09 to Orf2 Mutants with GPP as a Donor

RBI-09 produced from an aromatic prenyltransferase reaction with 0 and DMAPP as described in Example 16 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 or Orf2 variants and GPP as the donor. The first prenyltransferase reaction can include any of the prenyltransferases listed in Example 16. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar GPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-09, and 40 micrograms Orf2 variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-09 as substrate and GPP as donor produced a product as detected by HPLC with a retention time of approximately 9.26 minutes.


Table 36 provides a summary of the prenylation product produced from RBI-09 and GPP, the retention times and the hypothesized prenylation sites on RBI-09. FIG. 37 shows the predicted chemical structures of the prenylation products.









TABLE 36







Predicted prenylation product of Orf2 enzymes when using RBI-09 as


substrate and GPP as donor













mAU*min


Molecule
Prenylation Sites
Mutation
(9.26)





UNK40
5-C (GPP) + 3-C (DMAPP)
Q295Y
5.6977









Example 24: Production of Derivative Molecules by Refeeding RBI-10 to APT Enzymes with DMAPP as a Donor

RBI-010 produced from an aromatic prenyltransferase reaction with 0 and DMAPP as described in Example 16 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using PB-005 or PB-006 as the prenyltransferase and DMAPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 2 millimolar DMAPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-10, and 20 micrograms APT protein. Two APT enzymes were tested. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-10 as substrate and DMAPP as donor produced 2 product as detected by HPLC with a retention times of approximately 7.65 and 7.91 minutes.


Table 37 provides a summary of the prenylation products produced from RBI-10 and DMAPP, the retention times and the hypothesized prenylation sites on RBI-10. FIG. 38 shows the predicted chemical structures of the prenylation products.









TABLE 37







Predicted prenylation product of Orf2 enzymes when using RBI-10 as


substrate and DMAPP as donor











Molecule
Prenylation Sites
APT
mAU * min
Retention Time














RBI-11
1-C (DMAPP) + 3-C (DMAPP)
PB-005
0.5236
7.65


RBI-11
1-C (DMAPP) + 3-C (DMAPP)
PB-006
7.401
7.65


RBI-12
1-C (DMAPP) + 5-C (DMAPP)
PB-005
4.7233
7.91


RBI-12
1-C (DMAPP) + 5-C (DMAPP)
PB-006
1.208
7.91









Example 25: Production of Derivative Molecules by Refeeding RBI-10 to APT Enzymes with FPP as a Donor

RBI-010 produced from an aromatic prenyltransferase reaction with 0 and DMAPP as described in Example 16 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using PB-005 or Orf2 variants as the prenyltransferase and FPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar FPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-10, and 40 micrograms APT protein. Two APT enzymes were tested. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-10 as substrate and FPP as donor produced 2 products as detected by HPLC with a retention times of approximately 11.8 and 12.9 minutes.


Table 38 provides a summary of the prenylation products produced from RBI-10 and FPP, the retention times and the hypothesized prenylation sites on RBI-10. FIG. 39 shows the predicted chemical structures of the prenylation products.









TABLE 38







Predicted prenylation product of Orf2 enzymes when using RBI-10 as


substrate and FPP as donor











Molecule
Prenylation Sites
APT
mAU * Min
Retention Time














UNK44
5-C (DMAPP) + 3-C (FPP)
PB-005
0.5236
11.8


UNK44
5-C (DMAPP) + 3-C (FPP)
Orf2-Q295Y
7.401
11.8


UNK45
5-C (DMAPP) + 1-C(FPP)
PB-005
4.7233
12.9


UNK45
5-C (DMAPP) + 1-C(FPP)
Orf2-Q295Y
1.208
12.9









Example 26: Production of Derivative Molecules by Refeeding RBI-10 to Orf2 Variant Enzymes with GPP as a Donor

RBI-010 produced from an aromatic prenyltransferase reaction with 0 and DMAPP as described in Example 16 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 variants as the prenyltransferase and GPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar GPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-10, and 40 micrograms Orf2 Variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-10 as substrate and GPP as donor produced 2 products as detected by HPLC with a retention times of approximately 9.2 and 9.7 minutes.


Table 39 provides a summary of the prenylation products produced from RBI-10 and GPP, the retention times and the hypothesized prenylation sites on RBI-10. FIG. 40 shows the predicted chemical structures of the prenylation products.









TABLE 39







Predicted prenylation product of Orf2 enzymes when using RBI-10 as


substrate and GPP as donor











Molecule
Prenylation Sites
Mutation
mAU * min
Retention Time














UNK41
5-C (DMAPP) + 3-C (GPP)
Q295Y
14.558
9.2


UNK41
5-C (DMAPP) + 3-C (GPP)
S214R
8.9769
9.2


UNK66
5-C (DMAPP) + 1-C (GPP)
Q295Y
1.4035
9.7


UNK66
5-C (DMAPP) + 1-C (GPP)
S214R
1.2629
9.7









Example 27: Production of Derivative Molecules by Refeeding RBI-12 to Orf2 Variant Enzymes with GPP as a Donor

RBI-12 produced from an aromatic prenyltransferase reaction as described in Example 16 (1 reactions) or Example 24 (2 sequential reactions) was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction using Orf2 variants as the prenyltransferase and GPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar GPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-12, and 40 micrograms Orf2 Variant protein. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-12 as substrate and GPP as donor produced a product as detected by HPLC with a retention time of approximately 11.27 minutes.


Table 40 provides a summary of the prenylation products produced from RBI-12 and GPP, the retention times and the hypothesized prenylation sites on RBI-12. FIG. 41 shows the predicted chemical structures of the prenylation products.









TABLE 40







Predicted prenylation product of Orf2 enzymes when using RBI-12 as


substrate and GPP as donor










Molecule
Prenylation Sites
Mutation
mAU * min (11.27)





UNK67
5-C (DMAPP) + 1-C (DMAPP) + 3-C (GPP)
Q295Y
9.4062


UNK67
5-C (DMAPP) + 1-C (DMAPP) + 3-C (GPP)
S214R
2.0624


UNK67
5-C (DMAPP) + 1-C (DMAPP) + 3-C (GPP)
A53T
2.5475









Example 28: Production of Derivative Molecules by Refeeding RBI-03 to APT Enzymes with DMAPP as a Donor

RBI-03 produced from an aromatic prenyltransferase reaction with 0 as substrate and GPP as donor as described in Example 5 was purified and used as a substrate in a subsequent aromatic prenyltransferase reaction with PB-005 as the prenyltransferase and GPP as the donor. The prenylation reaction was performed in a volume of 20 microliters and contained 20 millimolar magnesium chloride (MgCl2), 4 millimolar DMAPP, 100 millimolar HEPES buffer at a pH of 7.5, 2 millimolar RBI-03, and 40 micrograms APT enzyme. These reactions were incubated for 16 hours at 30° C.


The prenylation reaction using RBI-03 as substrate and DMAPP as donor produced 2 products as detected by HPLC with retention times of approximately 9.3 and 9.7 minutes.


Table 41 provides a summary of the prenylation products produced from RBI-03 and DMAPP, the retention times and the hypothesized prenylation sites on RBI-03. FIG. 42 shows the predicted chemical structures of the prenylation products.









TABLE 41







Predicted prenylation product of APT enzymes when using RBI-03 as substrate and DMAPP as donor











Molecule
Prenylation Sites
APT
mAU*min
Retention Time














UNK40
  5-C (GPP) + 3-C (DMAPP)
PB005
0.1765
9.26


UNK66
5-C (DMAPP) + 1-C (GPP)   
PB005
1.587
9.7









Example 29: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using O as Substrate and FPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using O as substrate and FPP as donor produces 3 products as detected by HPLC. The respective retention times of these products are approximately 8.52, 9.57, and 10.94 minutes.


Table 42 provides a summary of the prenylation products produced from O and FPP, their retention times, and the hypothesized prenylation site on O. FIG. 43 shows the predicted chemical structures of the respective prenylation products.









TABLE 42







Predicted prenylation products of aromatic prenyltransferase


enzymes when using O as substrate and FPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














RBI-15
O
FPP
1-C/5-C
9.57


UNK18
O
FPP
4-O/2-O
10.94


UNK19
O
FPP
3-C
8.52









Table 43 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using O as substrate and FPP as donor. Table 43 lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 43







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using O as substrate and FPP as donor













UNK19
RBI-15
UNK18



Mutations
(8.52)
(9.57)
(10.94)














1
PB-005
0.473
0.393
0.219


2
Q295Y
0.272
0.259
0.177









Example 30: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using ORA as Substrate and FPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using ORA as substrate and FPP as donor produces 3 products as detected by HPLC. The respective retention times of these products are approximately 7.44, 7.98, and 8.96 minutes.


Table 44 provides a summary of the prenylation products produced from ORA and FPP, their retention times, and the hypothesized prenylation site on ORA. FIG. 44 shows the predicted chemical structures of the respective prenylation products.









TABLE 44







Predicted prenylation products of aromatic prenyltransferase enzymes


when using ORA as substrate and FPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK33
ORA
FPP
3-C
7.44


UNK34
ORA
FPP
5-C
7.98


UNK31
ORA
FPP
2-O
8.44









Table 45 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using ORA as substrate and FPP as donor. Table 45 lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 45







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using ORA as substrate and FPP as donor











ID#
Mutations
7.44
7.98
8.96














1
Orf2-A53T
4.940
1.264
0.547


2
 Orf2-Q295F
0.822
0.162
0.157









Example 31: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using OA as Substrate and GGPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using OA as substrate and GGPP as donor produces 2 products as detected by HPLC. The respective retention times of these products are approximately 10.29 and 11.18 minutes.


Table 46 provides a summary of the prenylation products produced from OA and GGPP, their retention times, and the hypothesized prenylation site on OA. FIG. 45 shows the predicted chemical structures of the respective prenylation products.









TABLE 46







Predicted prenylation products of aromatic prenyltransferase enzymes


when using OA as substrate and GGPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK60
OA
GGPP
3C
10.29


UNK61
OA
GGPP
5-C
11.18









Table 47 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using OA as substrate and GGPP as donor. Table 47 lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 47







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using OA as substrate and GGPP as donor










ID#
Mutations
10.29
11.18













1
Orf2-A53T 
0.059
0.233


2
Orf2-Q295F
0.607
0.069









Example 32: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using ORA as Substrate and GGPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using ORA as substrate and GGPP as donor produces 2 products as detected by HPLC. The respective retention times of these products are approximately 8.98 and 9.06 minutes.


Table 48 provides a summary of the prenylation products produced from ORA and GGPP, their retention times, and the hypothesized prenylation site on ORA. FIG. 46 shows the predicted chemical structures of the respective prenylation products.









TABLE 48







Predicted prenylation products of aromatic prenyltransferase enzymes


when using ORA as substrate and GGPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK62
ORA
GGPP
3C
8.98


UNK63
ORA
GGPP
5-C
9.06









Table 49 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using ORA as substrate and GGPP as donor. Table 49 lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 49







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using OA as substrate and GGPP as donor










ID#
Mutations
8.98
9.06













1
Orf2-A53T 
0.094
0.253


2
Orf2-Q295F
0.071
0.069









Example 33: Screening of Prenyltransferase Enzymes which Synthesize an Altered Amount of Prenylated Products when Using DVA as Substrate and GGPP as Donor

Aromatic Prenyltransferase Enzymes were ordered, expressed, purified, and screened for prenylation as described in Example 1.


The prenylation reaction using DVA as substrate and GGPP as donor produces 2 products as detected by HPLC. The respective retention times of these products are approximately 9.48 and 9.87 minutes.


Table 50 provides a summary of the prenylation products produced from DVA and GGPP, their retention times, and the hypothesized prenylation site on DVA. FIG. 47 shows the predicted chemical structures of the respective prenylation products.









TABLE 50







Predicted prenylation products of aromatic prenyltransferase enzymes


when using ORA as substrate and GGPP as donor











Molecule


Attachment
Retention


ID
Substrate
Donor
Site
Time














UNK64
DVA
GGPP
3C
9.48


UNK65
DVA
GGPP
5-C
9.87









Table 51 provides a summary of the analysis performed on the enzymatic activity of the aromatic prenyltransferase enzymes to produce prenylated products using DVA as substrate and GGPP as donor. Table 51 lists APTs analyzed as well mAU*min areas from the HPLC analysis of the reaction products.









TABLE 51







HPLC Area in mAU*min of prenylation products produced by APT


enzymes when using DVA as substrate and GGPP as donor










ID#
Mutations
9.48
9.87













1
Orf2-A53T 
0.063
0.440


2
Orf2-Q295F
0.350
0.064









Example 34—Generation of ORF2 Variants which Synthesize an Altered Amount of CBFA and/or 5-FOA, Compared to WT ORF2

Table 52 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce CBFA and 5-FOA using Olivetolic Acid (OA) as substrate and FPP as donor. Table 52 lists the mutations within each of the tripleton mutants as well the nMol of CBFA produced, nMol of 5-FOA produced, total prenylated products produced (nMol of CBFA+5-FOA), % CBFA within total prenylated products (nMol of CBFA/[nMol of CBFA+5-FOA]), % enzymatic activity (total prenylated products produced by a mutant/total prenylated products produced by wild-type ORF2), CBFA production (% CBFA among total prenylated products*% enzymatic activity), and %5-FOA within prenylated products (nMol of 5-FOA/[nMol of CBFA+5-FOA]) for each of the ORF2 variants.









TABLE 52







Analysis of ORF2 mutants and WT ORF2 based on production of CBFA


from OA and FPP






















CBFA





nMol
nMol 5-
Total
%
%
Production
% 5-


CLONE
Mutations
CBFA
FOA
Products
CBFA
Activity
Potential
FOA





WT
WT
0.055962156
0.364360073
0.42032223
13.31%
100.00% 
0.133141082
86.7%


H03
V24_A17T_F213M_S214R
0.297527669
0.012775302
0.310302971
95.88%
58.75% 
0.563316386
 4.1%


A4
V25_L219F_V294N_Q295A
0.213539807
0.066199295
0.279739102
76.34%
66.55% 
0.508038338
23.7%


C6
V43_Q161A_M162F_Q295A
0.120001785
0.009713453
0.129715238
92.51%
30.86% 
0.285499497
 7.5%


C5
V35_A53Q_S177Y_Y288H
0.111656551
0.089215955
0.200872507
55.59%
47.79% 
0.265645125
44.4%


A9
V65_V49A_Q161S_V294A
0.083050696
0.040754271
0.123804967
67.08%
29.45% 
0.19758816
32.9%


H9
V72_E112G_G205M_L298W
0.120715816
3.345756699
3.466472515
 3.48%
338.13% 
0.117748184
96.5%


C11
V83_E112D_L219F_V294F
0.049223492
1.057816162
1.107039654
 4.45%
263.38% 
0.117108942
95.6%


H2
V16_A53Q_S177W_L219F
0.118930739
0.129125578
0.248056317
47.95%
24.20% 
0.116006991
52.1%


D12
V92_A53T_E112D_G205M
0.112995359
2.775408071
2.888403429
 3.91%
281.74% 
0.110217524
96.1%


D4
V28_A53T_D166E_Q295W
0.045073188
0.208522499
0.253595687
17.77%
60.33% 
0.107234843
82.2%


A2
V9_Q38G_E112D_F123H
0.043779007
1.308359905
1.352138912
 3.24%
321.69% 
0.104155822
96.8%


G12
V95_A17T_Q161W_A232S
0.090994288
0.022488756
0.113483043
80.18%
11.07% 
0.088757319
19.8%


F9
V70_Q38G_D166E_Q295A
0.083853981
0.261946492
0.345800472
24.25%
33.73% 
0.081792546
75.8%


A5
V33_A17T_C25V_E112G
0.030569439
0.172308212
0.202877652
15.07%
48.27% 
0.072728581
84.9%


D11
V84_F123H_L174V_S177E
0.05315066
0.163122664
0.216273324
24.58%
21.10% 
0.051844025
75.4%


E9
V69_A53T_M106E_Q161S
0.051544091
0.182338408
0.2338825
22.04%
22.81% 
0.050276951
78.0%


G3
V23_L219F_Y283L_L298W
0.048777222
1.532825137
1.581602359
 3.08%
154.27% 
0.047578102
96.9%


B12
V90_A17T_F123W_L298A
0.018966441
0.074645776
0.093612216
20.26%
22.27% 
0.045123572
79.7%


G08
V63_F123W_M162F_C209G
0.012540164
0.00316743
0.015707595
79.84%
5.16%
0.041205063
20.2%


G11
V87_S177W_Y288H_V294N
0.025660478
0.00422324
0.029883719
85.87%
2.91%
0.025029651
14.1%


G9
V71_M106E_G205L_C209G
0.025526598
0.004117659
0.029644257
86.11%
2.89%
0.024899061
13.9%


H5
V40_S177E_S214R_R228E
0.02418779
0.000211162
0.024398952
99.13%
2.38%
0.023593167
 0.9%


A3
V17_V49L_F123A_Y283L
0.00941628
0.011825073
0.021241353
44.33%
5.05%
0.022402527
55.7%


A7
V49_G205L_R228E_C230N
0.009059265
0.004856727
0.013915991
65.10%
3.31%
0.021553142
34.9%


A8
V57_C25V_A232S_V271E
0.009059265
0.004856727
0.013915991
65.10%
3.31%
0.021553142
34.9%


A10
V73_V49S_K118Q_S177E
0.008389861
0.039381718
0.047771578
17.56%
11.37% 
0.019960545
82.4%


B8
V58_K118Q_L174V_R228Q
0.008389861
0.003589754
0.011979615
70.03%
2.85%
0.019960545
30.0%


B10
V74_M106E_Y121W_D166E
0.007854338
0.003589754
0.011444092
68.63%
2.72%
0.018686468
31.4%


C8
V59_V49S_S214G_V294A
0.007765084
0.053529573
0.061294657
12.67%
14.58% 
0.018474121
87.3%


H4
V32_M162A_C209G_Y288H
0.018163156
0.00517347
0.023336626
77.83%
2.28%
0.01771664
22.2%


H7
V56_F123A_M162F_S214G
0.01767226
0.453048124
0.470720384
 3.75%
45.91% 
0.017237812
96.2%


D6
V44_A53E_Q161A_V294N
0.00709568
0.030090589
0.037186269
19.08%
8.85%
0.016881525
80.9%


B4
V26_A53E_A108G_K118N
0.00709568
0.004012078
0.011107759
63.88%
2.64%
0.016881525
36.1%


G5
V39_A53T_K118N_S214F
0.016467333
0.004434403
0.020901736
78.78%
2.04%
0.016062506
21.2%


D8
V60_E112D_K119A_N173D
0.016065691
0.002745106
0.018810797
85.41%
1.83%
0.015670738
14.6%


F10
V78_K119D_Q161W_L298Q
0.014905391
0.008129738
0.023035129
64.71%
2.25%
0.014538962
35.3%


B2
V10_V49A_S177Y_C209G
0.006024634
0.005279051
0.011303685
53.30%
2.69%
0.01433337
46.7%


H6
V48_V49L_E112D_G286E
0.014548376
0.002428363
0.016976739
85.70%
1.66%
0.014190724
14.3%


C10
V75_A53Q_L274V_Q295A
0.005890753
0.004962308
0.010853061
54.28%
2.58%
0.014014851
45.7%


B6
V42_D166E_S177Y_S214F
0.005489111
0.003061849
0.00855096
64.19%
2.03%
0.013059293
35.8%


D9
V68_K118N_C209G_R228Q
0.013209568
0.003273011
0.016482579
80.14%
1.61%
0.012884829
19.9%


A12
V89_Y121W_S177Y_G286E
0.00535523
0.000844648
0.006199878
86.38%
1.48%
0.012740773
13.6%


F8
V62_A53T_N173D_S214R
0.012540164
0.000422324
0.012962488
96.74%
1.26%
0.012231882
 3.3%


A11
V8l_V49L_D166E_L274V
0.005132096
0.001372553
0.006504649
78.90%
1.55%
0.012209908
21.1%


D3
V20_D227E_C230N_Q295W
0.005132096
0.007390671
0.012522767
40.98%
2.98%
0.012209908
59.0%


C1
V3_V49S_M162A_Y283L
0.005087469
0.18360538
0.188692849
 2.70%
44.89% 
0.012103735
97.3%


D8
V60_E112D_K119A_N173D
0.012406283
0.003589754
0.015996038
77.56%
1.56%
0.012101292
22.4%


H8
V64_M106E_M162A_Y216A
0.01187076
0.007073928
0.018944688
62.66%
1.85%
0.011578934
37.3%


C3
V19_V49L_S214R_V271E
0.004685826
0.00211162
0.006797447
68.94%
1.62%
0.011148177
31.1%


D05
V36_F123H_L274V_L298A
0.005622992
0.034313829
0.039936821
14.08%
7.56%
0.010646147
85.9%


B5
V34_A53Q_Y121W_A232S
0.004462692
0.002217201
0.006679893
66.81%
1.59%
0.010617311
33.2%


B11
V82_V49S_K119D_F213M
0.004328811
0.001689296
0.006018107
71.93%
1.43%
0.010298792
28.1%


G2
V15_A53E_F213M_R228Q
0.010487326
0.016153895
0.026641221
39.37%
2.60%
0.010229509
60.6%


H1
V8_K119A_Q161A_R228Q
0.010308818
0.001266972
0.01157579
89.05%
1.13%
0.01005539
10.9%


F12
V94_A17T_V49A_C230N
0.010264191
0.001900458
0.01216465
84.38%
1.19%
0.01001186
15.6%


D7
V52_K119A_S214G_L298A
0.010130311
0.016365057
0.026495368
38.23%
2.58%
0.009881271
61.8%


C7
V51_V49L_K119D_G205M
0.004150303
0.001900458
0.006050762
68.59%
1.44%
0.009874099
31.4%


D10
V76_V49A_F123A_Y288H
0.010041057
0.001266972
0.011308029
88.80%
1.10%
0.009794211
11.2%


C2
V11_K118N_K119A_V271E
0.003971796
0.000844648
0.004816444
82.46%
1.15%
0.009449407
17.5%


H10
V80_M162A_N173D_S214F
0.009505534
0.102624744
0.112130278
 8.48%
10.94% 
0.009271853
91.5%


G10
V79_V49A_Y121W_C230S
0.009460907
0.00316743
0.012628337
74.92%
1.23%
0.009228323
25.1%


G7
V55_V49S_Y216A_V294N
0.009371653
0.00422324
0.013594893
68.94%
1.33%
0.009141246
31.1%


H11
V88_A108G_Q161S_G205M
0.009282399
0.017632029
0.026914428
34.49%
2.63%
0.009054204
65.5%


D1
V4_K118Q_Q161W_S214F
0.00361478
0.001478134
0.005092915
70.98%
1.21%
0.008600022
29.0%


C9
V67_A108G_K119D_L298A
0.002632988
0.001478134
0.004111122
64.05%
0.98%
0.006264214
36.0%


B9
V66_C25V_F213M_Y216A
0.002499107
0.001583715
0.004082823
61.21%
0.97%
0.005945694
38.8%


C12
V91_N173D_F213M_V294F
0.002454481
0.010558101
0.013012582
18.86%
3.10%
0.005839521
81.1%


G4
V31_D227E_R228E_L298Q
0.004462692
0.004645565
0.009108256
49.00%
0.89%
0.004352983
51.0%


G6
V47_K118Q_F123A_R228E
0.003570154
0.002639525
0.006209679
57.49%
0.61%
0.003482386
42.5%









The amount of CBFA or 5-FOA (in nMols) generated by each of the ORF2 triple mutant clones was measured using HPLC. FIG. 53 shows the total nMols of prenylated products generated using OA as substrate and FPP as donor by each of the ORF2 triple mutants, and the proportion of CBFA and 5-FOA within the total amount of prenylated products. An exemplary Wild Type ORF2 replicate is included in the graph for comparison purposes.



FIG. 54 shows the % CBFA within the total prenylated products produced by each of the ORF2 triple mutant clones using OA as substrate and FPP as donor. In this graph, the mutant clones are ordered based on decreasing % CBFA (from left to right) they produce, with the %5-FOA depicted in red. The black threshold line on the graph indicates the % CBFA that is produced by the wild type enzyme.



FIG. 55 shows the ORF2 enzymatic activity (using OA as substrate and FPP as donor) of each of the triple mutant ORF2 clones relative to the wild type enzyme. % activity was calculated by dividing the nMols of total prenylated products produced by a mutant by the nMols of total prenylated products produced by the wild type control, and expressed as a percentage. The red threshold line is the wild type Orf2% activity.



FIG. 56 shows the CBFA production potential of each of the ORF2 triple mutant clones when using OA as substrate and FPP as donor. CBFA production potential (interchangeably referred to herein as CBFA production quotient) represents the improvement in CBFA production vs. the wild type enzyme. CBFA production potential was calculated by multiplying the % CBFA by the % activity of each mutant. For instance, a wild type ORF2, which makes ˜20% CBFA, and has an activity of 100%, would have a CBFA Production Potential of 0.2. The red threshold line on the graph represents this wild type value of 0.2.


While the CBFA production potential analysis shown in FIG. 56 is useful to rank ORF2 mutant clones based on the amount of CBFA produced, such an analysis would not differentiate between a mutant that made 100% CBFA but was 20% as active as wild-type ORF2; or a mutant that made 10% CBFA and was 200% as active as wild type ORF2. Therefore, we employed a cluster analysis by plotting the CBFA Production Potential vs. %5-FOA (FIG. 57). %5-FOA was calculated in a similar manner as % CBFA. We used the top 16 mutants ranked based on their CBFA production potential for this analysis. High 5-FOA producing mutants cluster together towards the right of the graph and high CBFA producing mutants cluster towards the left of the graph.


Based on the analysis performed in FIG. 57, 12 mutants which cluster to the left of the graph were selected (Table 53). These clones were targeted for “breakdown” analysis. Breakdown analysis involves breaking a parent triple mutant into all pair wise doubleton combinations of mutations as well as all singleton mutations that make up the parental clone. For each parental clone targeted six unique mutants are generated (3 doubles and 3 singles).









TABLE 53







Clones targeted for breakdown analysis based on CBFA production potential and %5-FOA


produced, using OA as substrate and FPP as donor









CBFA




Production




Rank
Clone ID
Mutations












1
H03
V24_A17T_F213M_S214R


2
A04
V25_L219F_V294N_Q295A


3
C06
V43_Q161A_M162F_Q295A


4
C05
V35_A53Q_S177Y_Y288H


5
A09
V65_V49A_Q161S_V294A


8
H02
V16_A53Q_S177W_L219F


10
D04
V28_A53T_D166E_Q295W


12
G12
V95_A17T_Q161W_A232S


13
F09
V70_Q38G_D166E_Q295A


14
A05
V33_A17T_C25V_E112G


15
D11
V84_F123H_L174V_S177E


16
E09
V69_A53T_M106E_Q161S









For the singleton and doubleton mutants resulting from the breakdown of triple mutants—H03, A04, C06, CO5, A09, H02, D04, G12, F09, A05, D11 and E09—the total amount of prenylated products (and the respective proportion of CBFA and 5-FOA); and % CBFA within the prenylated products was calculated. FIGS. 58-65 depict the total amount of prenylated products and % CBFA produced using OA as substrate and FPP as donor for the mutants derived from A04 (FIG. 58); CO5 (FIG. 59); A09 (FIG. 60); H02 (FIG. 61); D04 (FIG. 62); F09 (FIG. 63); D11 (FIG. 64); and E09 (FIG. 65). The % CBFA for these clones, along with the mutations they carry, are listed in Table 54.


In a similar manner, the triple mutants, H03, C06, A05 and G12, will also be subjected to “breakdown” analysis. Further, the singleton and double mutants resulting from the breakdown of H03, C06, A05 and G12, will be analyzed to determine the total amount of prenylated products (and the respective proportion of CBFA and 5-FOA); and % CBFA within the prenylated products produced by these mutants, as described above.









TABLE 54







Breakdown CBFA Shift Summary Table using OA as substrate


and FPP as donor









RBP CLONE




ID
Mutations
%CBFA





A04
V25_L219F_V294N_Q295A
76.34%


004
L219F_V294N
26.34%


005.1
L219F_Q295A
80.15%


006
V294N_Q295A
25.26%


039.2
L219F
22.55%


042
Q295A
82.32%


050
V294N
29.66%


C05
V35_A53Q_S177Y_Y288H
55.59%


019
A53Q_S177Y
 6.48%


020
A53Q_Y288H
79.03%


021
S177Y_Y288H
69.79%


032
A53Q
12.50%


047.2
S177Y
11.08%


052
Y288H
89.32%


A09
V65_V49A_Q161S_V294A
67.08%


022
V49A_Q161S
59.70%


023
V49A_V294A
33.33%


024
Q161S_V294A
61.84%


041
Q161S
63.19%


049
V294A
26.57%


051
V49A
29.48%


H02
V16_A53Q_S177W_L219F
47.95%


007.1
A53Q_S177W
55.80%


008
A53Q_L219F
10.06%


009
S177W_L219F
61.76%


032
A53Q
12.50%


039.2
L219F
22.55%


046
S177W
73.48%


D04
V28_A53T_D166E_Q295W
17.77%


016
A53T_D166E
 4.36%


017
A53T_Q295W
22.07%


018
D166E_Q295W
36.56%


033
A53T
 8.62%


034
D166E
14.98%


043
Q295W
47.86%


F09
V70_Q38G_D166E_Q295A
24.25%


001
Q38G_D166E
12.60%


002
Q38G_Q295A
14.58%


003
D166E_Q295A
66.80%


034
D166E
14.98%


042
Q295A
82.32%


044
Q38G
20.42%


D11
V84_F123H_L174V_S177E
24.58%


013
F123H_L174V
 6.11%


014
F123H_S177E
21.97%


015
L174V_S177E
10.43%


035
F123H
 6.34%


045
S177E
18.97%


038
L174V
19.23%


E09
V69_A53T_M106E_Q161S
22.04%


025
A53T_M106E
 5.13%


026
A53T_Q161S
26.79%


027
M106E_Q161S
47.19%


033
A53T
 8.62%


040
M106E
19.05%


041
Q161S
63.19%









This analysis provided important insights into which positions on ORF2, when mutated, are likely to give rise to significant effects on the enzymatic activity of ORF2 in the reaction using Olivetolic Acid (OA) as substrate and FPP as donor. Based on this analysis, the amino acid sites listed in Table 55 were selected for targeted amino acid site saturation mutagenesis.









TABLE 55







Site Saturation Target Table for CBFA shift using OA as substrate and FPP as donor












Apparent CBFA



Parental

Shift Controlling
Target for Site


Clone
Mutations
Residue
Saturation





A4
V25_L219F_V294N_Q295A
Q295A
Q295


C5
V35_A53Q_S177Y_Y288H
Y288H
Y288


A9
V65_V49A_Q161S_V294A
Q161S
Q161




V49A
V49


H2
V16_A53Q_S177W_L219F
S177W
S177


D4
V28_A53T_D166E_Q295W
Q295W
Q295


F9
V70_Q38G_D166E_Q295A
Q295A
Q295


E9
V69_A53T_M106E_Q161S
Q161S
Q161


G5
V39_A53T_K118N_S214F
S214F
S214


H11
V88_A108G_Q161S_G205M
Q161S
Q161









Site saturated mutagenesis was done for Q295, Q161, and S214 by replacing the wild type residue with each of the other 19 standard amino acids. The amount of total prenylated products, the CBFA production potential and GOA production potential was measured for each of the site saturated mutants. These results are depicted in FIGS. 66, 67 and 68; and Tables 56, 57 and 58.









TABLE 56







Q295 site saturated mutants OA + FPP

















nMol 5-
Total
%
%
CBFA
%
5-FOA


Mutations
nMol CBFA
FOA
Products
CBFA
Activity
Production
5-FOA
Production





Q295F
4.27418779
0.16998543
4.44417322
96.18%
437.21%
4.20
3.82%
0.17


Q295L
2.10848804
0.170724497
2.279212537
92.51%
224.22%
2.07
 7.49%
0.17


Q295V
1.427258122
0.13556602
1.562824142
91.33%
153.75%
1.40
8.67%
0.13


Q295I
0.724473402
0.086893173
0.811366575
89.29%
 79.82%
0.71
10.71%
0.09


Q295M
2.435469475
0.376924214
2.812393689
86.60%
276.68%
2.40
13.40%
0.37


Q295A
0.57894502
0.144223663
0.723168682
80.06%
 71.14%
0.57
19.94%
0.14


Q295C
1.090324884
0.27324366
1.363568544
79.96%
134.14%
1.07
20.04%
0.27


Q295E
0.077740093
0.030724075
0.108464167
71.67%
 10.67%
0.08
28.33%
0.03


Q295T
0.082916815
0.038537069
0.121453885
68.27%
 11.95%
0.08
31.73%
0.04


Q295G
0.266601214
0.162594759
0.429195973
62.12%
 42.22%
0.26
37.88%
0.16


Q295P
0.157086755
0.101357772
0.258444527
60.78%
 25.43%
0.15
39.22%
0.10


Q295S
0.159942878
0.144012501
0.303955378
52.62%
 29.90%
0.16
47.38%
0.14


Q295W
1.019903606
1.181451528
2.201355134
46.33%
216.56%
1.00
53.67%
1.16


Q295N
0.18814709
0.287919421
0.476066511
39.52%
 46.83%
0.19
60.48%
0.28


Q295R
0.025481971
0.049834238
0.075316209
33.83%
 7.41%
0.03
66.17%
0.05


Q295K
0.019189575
0.039804042
0.058993617
32.53%
 11.17%
0.04
67.47%
0.08


Q295H
0.403471974
0.870937771
1.274409745
31.66%
125.37%
0.40
68.34%
0.86


Q295D
0.264905391
0.69250586
0.957411251
27.67%
181.27%
0.50
72.33%
1.31


Q295Y
0.130667619
0.700635598
0.831303216
15.72%
157.39%
0.25
84.28%
1.33
















TABLE 57







Q161 site saturated mutants OA + FPP



















5-







5-FOA



CBFA
FOA
nMol
nMol 5-
Total
%
%
CBFA
% 5-
Production


Mutations
(8.362)
(8.805)
CBFA
FOA
Products
CBFA
Activity
Production
FOA
Potential




















Q161E












Q161V












Q161L
0.16
0.1715
0.07140307
0.181071436
0.252474506
28.28%
78.08%
0.22
71.72%
0.56


Q161A
0.1471
0.346
0.065646198
0.365310303
0.4309565
15.23%
63.83%
0.10
84.77%
0.54


Q161I
0.0683
0.1596
0.030480186
0.168507296
0.198987481
15.32%
61.54%
0.09
84.68%
0.52


Q161N
0.1186
0.232
0.052927526
0.244947949
0.297875474
17.77%
56.40%
0.10
82.23%
0.46


Q161T
0.0924
0.1156
0.041235273
0.12205165
0.163286923
25.25%
50.50%
0.13
74.75%
0.38


Q161C
0.0424
0.0787
0.018921814
0.083092257
0.10201407
18.55%
31.55%
0.06
81.45%
0.26


Q161Y
0.5214
0.0721
0.232684755
0.07612391
0.308808665
75.35%
95.50%
0.72
24.65%
0.24


Q161K
0.3091
0.1306
0.137941806
0.137888802
0.275830609
50.01%
40.85%
0.20
49.99%
0.20


Q161R
0.5209
0.0589
0.232461621
0.062187216
0.294648837
78.89%
91.12%
0.72
21.11%
0.19


Q161H
11.4099
0.1017
5.091886826
0.10737589
5.199262716
97.93%
770.04% 
7.54
 2.07%
0.16


Q161M
0.1041
0.0444
0.046456623
0.046877969
0.093334592
49.77%
28.86%
0.14
50.23%
0.14


Q161F
0.3662
0.0404
0.163423777
0.042654729
0.206078506
79.30%
63.73%
0.51
20.70%
0.13


Q161S
0.0787
0.0319
0.035121385
0.033680343
0.068801728
51.05%
21.28%
0.11
48.95%
0.10


Q161P
0.0752
0.0658
0.033559443
0.069472306
0.103031749
32.57%
15.43%
0.05
67.43%
0.10


Q161G
0.0685
0.0403
0.030569439
0.042549148
0.073118587
41.81%
13.84%
0.06
58.19%
0.08


Q161W
0.0553
0.0372
0.024678686
0.039276137
0.063954823
38.59%
 9.58%
0.04
61.41%
0.06


Q161D
0.0711
0.0036
0.031729739
0.003800916
0.035530656
89.30%
 5.32%
0.05
10.70%
0.01
















TABLE 58







S214 site saturated mutants OA + FPP
















nMol
nMol 5-
Total
%
%
CBFA
%
5-FOA


Mutations
CBFA
FOA
Products
CBFA
Activity
Production
5-FOA
Production


















S214A










S214G










S214Q










S214T
0.13803106
0.678041261
0.816072321
16.91%
154.51% 
0.26
83.09%
1.28375


S214V
0.110942521
0.534451084
0.645393605
17.19%
122.19% 
0.21
82.81%
1.01189


S214D
0.076535166
0.353379648
0.429914814
17.80%
81.40% 
0.14
82.20%
0.66906


S214N
0.053507676
0.241569356
0.295077032
18.13%
55.87% 
0.10
81.87%
0.45737


S214C
0.016199572
0.126697215
0.142896786
11.34%
0.439674
0.05
88.66%
0.38983


S214I
0.113620136
0.123635365
0.237255501
47.89%
44.92% 
0.22
52.11%
0.23408


S214W
0.009014638
0.016153895
0.025168533
35.82%
4.77%
0.02
64.18%
0.03058


S214H
0.536058551
0.014886923
0.550945473
97.30%
104.31% 
1.01
 2.70%
0.02819


S214E
0.047616923
0.014464599
0.062081521
76.70%
11.75% 
0.09
23.30%
0.02739


S214K
0.027713317
0.017315286
0.045028603
61.55%
6.67%
0.04
38.45%
0.02565


S214F
0.063816494
0.01351437
0.077330864
82.52%
14.64% 
0.12
17.48%
0.02559


S214M
0.034139593
0.009713453
0.043853046
77.85%
8.30%
0.06
22.15%
0.01839


S214R
1.079926812
0.008974386
1.088901198
99.18%
206.16% 
2.04
 0.82%
0.01699


S214P
0.00303463
0.005384632
0.008419262
36.04%
0.025905
0.01
63.96%
0.01657


S214Y
0.013254195
0.006123699
0.019377894
68.40%
3.67%
0.03
31.60%
0.01159


S214L
0.02128704
0.004117659
0.0254047
83.79%
4.81%
0.04
16.21%
0.0078 









Similarly, site saturated mutagenesis will also be completed for the other amino acid residues targeted for site saturation listed in Table 55; and the amount of total prenylated products and the CBFA production potential will be measured for each of these site saturated mutants.


From the results described above, multiple mutations of Q295, Q161 and 5214 that have significantly higher CBFA production potential and/or the total amount of prenylated products, as compared to WT ORF2, were identified. Thus, the ORF2 mutants disclosed herein have unexpectedly superior enzymatic functions, in a reaction using OA as a substrate and FPP as donor, as compared to WT ORF2.


Finally, ORF2 stacking mutants, that carry different novel combinations of the mutations identified by our analysis as being important for ORF2's enzymatic activity, were analyzed to determine the total amount of prenylated products they produce; % enzymatic activity, % CBFA, and CBFA production potential. The analysis of the stacking mutants shows that multiple stacking mutants have significantly higher % enzymatic activity, % CBFA, and CBFA production potential, compared to the WT ORF2 or either singleton substitution variant on its own, thereby indicating that the ORF2 stacking mutants disclosed herein have synergistically enhanced effects compared to the individual single mutants. Thus, the ORF2 stacking mutants disclosed herein have unexpectedly superior enzymatic functions, in a reaction using OA and FPP, as compared to WT ORF2.


For instance, ORF2 double mutants—S214R-Q295F; S177W-Q295A; A53T-Q295F; and Q161S-Q295L have synergistically enhanced CBFA production potential and % activity as compared to either of the single mutants. See FIGS. 69-72; and Table 59.


More stacking mutants will be generated as described above, based on the breakdown analysis of additional triple mutants and planned site saturation mutagenesis experiments described above. These stacking mutants will further be analyzed to determine their % enzymatic activity, % CBFA, %5-FOA and CBFA production potential.









TABLE 59







Stacking Representative Results (using OA as substrate and FPP as


donor) by ORF2 stacking mutants

















RBP












CLONE

CBFA
5-FOA
nMol
nMol 5-
Total
%
%
CBFA
% 5-


ID
Mutations
(8.362)
(8.805)
CBFA
FOA
Products
CBFA
Activity
Production
FOA




















BB05
S214R
2.4199
0.0085
1.079926812
0.008974386
1.088901198
99.18%
206.16%
2.04
0.82%


056.2
Q295F
9.5776
0.161
4.27418779
0.16998543
4.44417322
96.18%
437.21%
4.20
3.82%


ST13
S214R_
10.6601
0.0249
4.757274188
0.026289672
4.78356386
99.45%
708.48%
7.05
0.55%



Q295F











046
S177W
0.413
0.063
0.184309175
0.066516038
0.250825213
73.48%
 37.57%
0.28
26.52% 


042.3
Q295A
1.2973
0.1366
0.57894502
0.144223663
0.723168682
80.06%
 71.14%
0.57
19.94% 


ST01
S177W_
10.3347
0.0119
4.612058194
0.01256414
4.624622334
99.73%
684.94%
6.83
0.27%



Q295A











033
A53T
0.3639
1.6305
0.162397358
1.721498406
1.883895764
 8.62%
282.15%
0.24322
91.38% 


056.2
Q295F
9.5776
0.161
4.27418779
0.16998543
4.44417322
96.18%
437.21%
4.20
3.82%


ST08
A53T_
6.8272
0.4389
3.046769011
0.463395063
3.510164074
86.80%
519.88%
4.51
13.20% 



Q295F











EE06
Q161S
0.0787
0.0319
0.035121385
0.033680343
0.068801728
51.05%
 21.28%
0.11
48.95% 


061.2
Q295L
4.7247
0.1617
2.10848804
0.170724497
2.279212537
92.51%
224.22%
2.07
7.49%


ST11L
Q161S_
5.2287
0.0436
2.333407712
0.046033321
2.379441033
98.07%
352.41%
3.46
1.93%



Q295L


















Example 35—Generation of ORF2 Variants which Synthesize an Altered Amount of 5-DOA and/or 3-DOA, Compared to WT ORF2

Table 60 provides a summary of the analysis performed on the enzymatic activity of the ORF2 variants to produce CBGA and 5-DOA using Olivetolic Acid (OA) as substrate and DMAPP as donor. Table 60 lists the mutations within each of the tripleton mutants as well the nMol of 3-DOA produced, nMol of 5-DOA produced, total prenylated products produced (nMol of 3-DOA+5-DOA), %3-DOA within total prenylated products (nMol of 3-DOA/[nMol of 3-DOA+5-DOA]), % enzymatic activity (total prenylated products produced by a mutant/total prenylated products produced by wild-type ORF2), 3-DOA production (%3-DOA among total prenylated products*% enzymatic activity), and %5-DOA within prenylated products (nMol of 5-DOA/[nMol of 3-DOA+5-DOA]) for each of the ORF2 variants.









TABLE 60







Analysis of ORF2 mutants and WT ORF2 based on production of 3-


DOA from OA and DMAPP




















nMol









nMol 3-
nMol 5-
Total
% 3-
% 5-
%
3-DOA
5-DOA


CLONE
Mutations
DOA
DOA
Products
DOA
DOA
Activity
Production
Production





WT
WT
0.070427374
0.032532794
0.102960168
68.40%
31.60%
100.00% 
0.68
0.32


C6
V43_Q161A_M162F_
0.655232239
0.005112296
0.660344535
99.23%
 0.77%
640.01% 
6.35
0.05



Q295A










A9
V65_V49A_Q161S_
0.290469974
0.058210464
0.348680438
83.31%
16.69%
337.94% 
2.82
0.56



V294A










A4
V25_L219F_V294N_
0.260581283
0.02649099
0.287072273
90.77%
 9.23%
278.23% 
2.53
0.26



Q295A










G12
V95_A17T_Q161W_
0.16662086
0.038923165
0.205544025
81.06%
18.94%
164.32% 
1.33
0.31



A232S










H03
V24_A17T_F213M_
0.095334616
0.002904714
0.09823933
97.04%
 2.96%
122.88% 
1.19
0.04



S214R










D6
V44_A53E_Q161A_
0.11757936
0.036250828
0.153830187
76.43%
23.57%
149.09% 
1.14
0.35



V294N










F9
V70_Q38G_D166E_
0.120241858
0.04647542
0.166717278
72.12%
27.88%
133.28% 
0.96
0.37



Q295A










D12
V92_A53T_E112D_
0.10478219
0.081912928
0.186695119
56.12%
43.88%
149.25% 
0.84
0.65



G205M










C5
V35_A53Q_S177Y_
0.085285832
0.055073373
0.140359205
60.76%
39.24%
136.04% 
0.83
0.53



Y288H










D4
V28_A53T_D166E_
0.081592689
0.054550525
0.136143214
59.93%
40.07%
131.95% 
0.79
0.53



Q295W










A2
V9_Q38G_E112D_
0.077384224
0.098063137
0.175447361
44.11%
55.89%
170.04% 
0.75
0.95



F123H










E9
V69_A53T_M1O6E_
0.091040264
0.032532794
0.123573058
73.67%
26.33%
98.79%
0.73
0.26



Q161S










D11
V84_F123H_L174V_
0.089322523
0.033113737
0.12243626
72.95%
27.05%
97.88%
0.71
0.26



S177E










H2
V16_A53Q_S177W_
0.079874948
0.04008505
0.119959998
66.58%
33.42%
95.90%
0.64
0.32



L219F










C11
V83_E112D_L219F_
0.065445926
0.038167939
0.103613864
63.16%
36.84%
100.42% 
0.63
0.37



V294F










H9
V72_E112G_G205M_
0.052391095
0.094693669
0.147084764
35.62%
64.38%
117.58% 
0.42
0.76



L298W










A5
V33_A17T_C25V_
0.040452796
0.029105232
0.069558028
58.16%
41.84%
67.42%
0.39
0.28



E112G










A3
V17_V49L_F123A_
0.03134877
0.009469367
0.040818137
76.80%
23.20%
39.56%
0.30
0.09



Y283L










B12
V90_A17T_F123W_
0.031005222
0.010979818
0.04198504
73.85%
26.15%
40.69%
0.30
0.11



L298A










C1
V3_V49S_M162A_
0.030404013
0.043861178
0.074265191
40.94%
59.06%
71.98%
0.29
0.43



Y283L










H11
V88_A108G_Q161S_
0.034354817
0.05054202
0.084896836
40.47%
59.53%
67.87%
0.27
0.40



G205M










C8
V59_V49S_S214G_
0.027741514
0.020391091
0.048132605
57.64%
42.36%
46.65%
0.27
0.20



V294A










H7
V56_F123A_M162F_
0.032637076
0.026723367
0.059360442
54.98%
45.02%
47.45%
0.26
0.21



S214G










A12
V89_Y121W_S177Y_
0.026453209
0.012083609
0.038536818
68.64%
31.36%
37.35%
0.26
0.12



G286E










H4
V32_M162A_C209G_
0.030060464
0.004066599
0.034127064
88.08%
11.92%
27.28%
0.24
0.03



Y288H










A11
V81_V49L_D166E_
0.024649581
0.012838835
0.037488416
65.75%
34.25%
36.33%
0.24
0.12



L274V










D3
V20_D227E_C230N_
0.024134259
0.013768343
0.037902602
63.67%
36.33%
36.74%
0.23
0.13



Q295W










A10
V73_V49S_K118Q_
0.024048372
0.012374081
0.036422452
66.03%
33.97%
35.30%
0.23
0.12



S177E










C10
V75_A53Q_L274V_
0.023017727
0.005518956
0.028536683
80.66%
19.34%
27.66%
0.22
0.05



Q295A










C7
V51_V49L_K119D_
0.022588292
0.006041805
0.028630097
78.90%
21.10%
27.75%
0.22
0.06



G205M










H5
V40_S177E_S214R_
0.026624983
0.004066599
0.030691582
86.75%
13.25%
24.54%
0.21
0.03



R228E










A7
V49_G205L_R228E_
0.021042325
0.010747441
0.031789766
66.19%
33.81%
30.81%
0.20
0.10



C230N










G3
V23_L219F_Y283L_
0.024907242
0.024980538
0.04988778
49.93%
50.07%
39.88%
0.20
0.20



L298W










H1
V8_K119A_Q161A_
0.024907242
0.002904714
0.027811956
89.56%
10.44%
22.23%
0.20
0.02



2R28Q










C9
V67_A108G_K119D_
0.020527003
0.004821825
0.025348828
80.98%
19.02%
24.57%
0.20
0.05



L298A










B9
V66_C25V_F213M_
0.020269342
0.006216087
0.026485429
76.53%
23.47%
25.67%
0.20
0.06



Y216A










B6
V42_D166E_S177Y_
0.020183455
0.00639037
0.026573825
75.95%
24.05%
25.76%
0.20
0.06



S214F










C3
V19_V49L_S214R_
0.020011681
0.005344673
0.025356354
78.92%
21.08%
24.58%
0.19
0.05



V271E










H10
V80_M162A_N173D_
0.024048372
0.006971313
0.031019685
77.53%
22.47%
24.80%
0.19
0.06



S214F










D1
V4_K118Q_Q161W_
0.01975402
0.011212195
0.030966215
63.79%
36.21%
30.01%
0.19
0.11



S214F










B4
V26_A53E_A1O8G_
0.019238697
0.01603402
0.035272717
54.54%
45.46%
34.19%
0.19
0.16



K118N










G11
V87_S177W_Y288H_
0.023189501
0.002904714
0.026094215
88.87%
11.13%
20.86%
0.19
0.02



V294N










B11
V82_V49S_K119D_
0.018465714
0.004531353
0.022997067
80.30%
19.70%
22.29%
0.18
0.04



F213M










G5
V39_A53T_K118N_
0.022330631
0.05054202
0.07287265
30.64%
69.36%
58.26%
0.18
0.40



S214F










B8
V58_K118Q_L174V_
0.01829394
0.006680842
0.024974781
73.2%5
26.75%
24.21%
0.18
0.06



R228Q










C12
V91_N173D_F213M_
0.017692731
0.011909326
0.029602057
59.77%
40.23%
28.69%
0.17
0.12



V294F










B2
V10_V49A_S177Y_
0.017435069
0.006505596
0.023941628
72.82%
27.18%
23.20%
0.17
0.06



C209G










B10
V74_M106E_Y121W_
0.017177408
0.004357071
0.021534479
79.77%
20.23%
20.87%
0.17
0.04



D166E










H6
V48_V49L_E112D_
0.02061289
0.003485657
0.024098546
85.54%
14.46%
19.27%
0.16
0.03



8G26E










F8
V62_A53T_N173D_
0.02061289
0.002323771
0.022936661
89.87%
10.13%
18.34%
0.16
0.02



S214R










B5
V34_A53Q_Y121W_
0.016662086
0.009411273
0.026073593
63.90%
36.10%
25.27%
0.16
0.09



A232S










A8
V57_C25V_A232S_
0.016490312
0.009469367
0.025959679
63.52%
36.48%
25.16%
0.16
0.09



V271E










G10
V79_V49A_Y121W_
0.01975402
0.002904714
0.022658733
87.18%
12.82%
18.11%
0.16
0.02



C230S










D05
V36_F123H_L274V_
0.012883056
0.009876027
0.022759083
56.61%
43.39%
25.94%
0.15
0.11



L298A










D10
V76_V49A_F123A_
0.018036279
0.004647542
0.022683821
79.51%
20.49%
18.13%
0.14
0.04



Y288H










D7
V52_K119A_S214G_
0.018036279
0.003485657
0.021521935
83.80%
16.20%
17.21%
0.14
0.03



L298A










F10
V78_K119D_Q161W_
0.018036279
0.003485657
0.021521935
83.80%
16.20%
17.21%
0.14
0.03



L298Q










G08
V63_F123W_M162F_
0.018036279
0.002904714
0.020940992
86.13%
13.87%
16.74%
0.14
0.02



C209G










H8
V64_M106E_M162A_
0.014600797
0.004647542
0.019248339
75.85%
24.15%
18.69%
0.14
0.05



Y216A










C2
V11_K118N_K119A_
0.014429023
0.004415165
0.018844188
76.57%
23.43%
18.26%
0.14
0.04



V271E










D9
V68_K118N_C209G_
0.017177408
0.004066599
0.021244008
80.86%
19.14%
16.98%
0.14
0.03



R228Q










G2
V15_A53E_F213M_
0.017177408
0.002904714
0.020082122
85.54%
14.46%
16.05%
0.14
0.02



2R28Q










D8
V60_E112D_K119A_
0.016318538
0.004066599
0.020385137
80.05%
19.95%
16.30%
0.13
0.03



N173D










D8
V60_E112D_K119A_
0.016318538
0.001742828
0.018061366
90.35%
 9.65%
14.44%
0.13
0.01



N173D










G7
V55_V49S_Y216A_
0.014600797
0.002904714
0.017505511
83.41%
16.59%
13.99%
0.12
0.02



V294N










F12
V94_A17T_V49A_
0.014600797
0.002323771
0.016924568
86.27%
13.73%
13.53%
0.12
0.02



C230N










G6
V47_K118Q_F123A_
0.013741927
0.002323771
0.016066985
85.54%
14.46%
12.84%
0.11
0.02



R228E










G4
V31_D227E_R228E_
0.012883056
0.001742828
0.014625884
88.08%
11.92%
11.69%
0.10
0.01



L298Q









The amount of 3-DOA or 5-DOA (in nMols) generated by each of the ORF2 triple mutant clones was measured using HPLC. FIG. 73 shows the total nMols of prenylated products generated using OA as substrate and DMAPP as donor by each of the ORF2 triple mutants, and the proportion of 3-DOA and 5-DOA within the total amount of prenylated products. An exemplary Wild Type ORF2 replicate is included in the graph for comparison purposes.



FIG. 74 shows the %3-DOA within the total prenylated products produced by each of the ORF2 triple mutant clones using OA as substrate and DMAPP as donor. In this graph, the mutant clones are ordered based on decreasing %3-DOA (from left to right) they produce, with the %5-DOA depicted in red. The black threshold line on the graph indicates the %3-DOA that is produced by the wild type enzyme.



FIG. 75 shows the ORF2 enzymatic activity (using OA as substrate and DMAPP as donor) of each of the triple mutant ORF2 clones relative to the wild type enzyme. % activity was calculated by dividing the nMols of total prenylated products produced by a mutant by the nMols of total prenylated products produced by the wild type control, and expressed as a percentage. The red threshold line is the wild type Orf2% activity.



FIG. 76 shows the 3-DOA production potential of each of the ORF2 triple mutant clones when using OA as substrate and DMAPP as donor. 3-DOA production potential (interchangeably referred to herein as 3-DOA production quotient) represents the improvement in 3-DOA production vs. the wild type enzyme. 3-DOA production potential was calculated by multiplying the % 3-DOA by the % activity of each mutant. For instance, a wild type ORF2, which makes ˜20% 3-DOA, and has an activity of 100%, would have a 3-DOA Production Potential of 0.2. The red threshold line on the graph represents this wild type value of 0.2.


While the 3-DOA production potential analysis shown in FIG. 76 is useful to rank ORF2 mutant clones based on the amount of 3-DOA produced, such an analysis would not differentiate between a mutant that made 100% 3-DOA but was 20% as active as wild-type ORF2; or a mutant that made 10% 3-DOA and was 200% as active as wild type ORF2. Therefore, we employed a cluster analysis by plotting the 3-DOA Production Potential vs. %5-DOA (FIG. 77). %5-DOA was calculated in a similar manner as %3-DOA. We used the top 16 mutants ranked based on their 3-DOA production potential for this analysis. High 5-DOA producing mutants cluster together towards the right of the graph and high 3-DOA producing mutants cluster towards the left of the graph.


Based on the analysis performed in FIG. 77, 10 mutants which cluster to the left of the graph were selected (Table 61). These clones were targeted for “breakdown” analysis. Breakdown analysis involves breaking a parent triple mutant into all pair wise doubleton combinations of mutations as well as all singleton mutations that make up the parental clone. For each parental clone targeted six unique mutants are generated (3 doubles and 3 singles).









TABLE 61







Clones targeted for breakdown analysis based on 3-DOA production potential and %5-DOA produced,


using OA as substrate and DMAPP as donor










3-DOA





Production





Rank
Clone ID
Mutations
Targeted for Breakdown













1
C6
V43_Q161A_M162F_Q295A
YES


2
A9
V65_V49A_Q161S_V294A
YES


3
A4
V25_L219F_V294N_Q295A
YES


4
A2
V9_Q38G_E112D_F123H
NO-HIGH 5-DOA CLUSTER


5
G12
V95_A17T_Q161W_A232S
YES


6
D12
V92_A53T_E112D_G205M
NO-MIDDLE 5-DOA CLUSTER


7
D6
V44_A53E_Q161A_V294N
YES


8
C5
V35_A53Q_S177Y_Y288H
NO-MIDDLE 5-DOA CLUSTER


9
F9
V70_Q38G_D166E_Q295A
YES


10
D4
V28_A53T_D166E_Q295W
NO-MIDDLE 5-DOA CLUSTER


11
H03
V24_A17T_F213M_S214R
YES


12
H9
V72_E112G_G205M_L298W
NO-HIGH 5-DOA CLUSTER


13
C11
V83_E112D_L219F_V294F
NO-HIGH 5-DOA CLUSTER


14
E9
V69_A53T_M106E_Q161S
YES


15
D11
V84_F123H_L174V_S177E
YES


16
H2
V16_A53Q_S177W_L219F
NO-WT CLUSTER


17
C1
V3_V49S_M162A_Y283L
NO-HIGH 5-DOA CLUSTER


18
H11
V88_A108G_Q161S_G205M
NO-HIGH 5-DOA CLUSTER


19
A5
V33_A17T_C25V_E112G
NO-MIDDLE 5-DOA CLUSTER


20
G5
V39_A53T_K118N_S214F
YES-HIGH 5-DOA CLUSTER





REPRESENTATIVE









Breakdown analysis for these triple mutants will be performed as described above in Example 34. The singleton and double mutants resulting from the breakdown of these mutants will be analyzed to determine the total amount of prenylated products (and the respective proportion of 5-DOA and 3-DOA); and %3-DOA within the prenylated products produced by these mutants.


Further, based on the analysis of the breakdown mutants, amino acid sites will be selected for targeted amino acid site saturation mutagenesis, as described above in Example 34; and mutants that have significantly higher 3-DOA production potential and/or the total amount of prenylated products, as compared to WT ORF2, will be identified. Finally, ORF2 stacking mutants that carry different novel combinations of the mutations identified by the analysis as being important for ORF2's enzymatic activity will be generated. These stacking mutants will further be analyzed to determine their % enzymatic activity, %3-DOA, %5-DOA and 3-DOA production potential.


Example 36—Proton NMR Signals of Selected Compounds

The Proton NMR signals of selected compound were obtained in DMSO at 600 MHz and the proton NMR assignments of these compounds were shown in FIGS. 84A-84K, including RBI-01 (FIG. 84A); RBI-02 (FIG. 84B); RBI-03 (FIG. 84C); RBI-04 (FIG. 84D); RBI-05 (FIG. 84E); RBI-07 (FIG. 84F); RBI-08 (FIG. 84G); RBI-09 (FIG. 84H); RBI-10 (FIG. 84I); RBI-11 (FIG. 84J); and RBI-12 (FIG. 84K).

Claims
  • 1. A recombinant polypeptide comprising an amino acid sequence with at least 80% identity to the amino acid sequence of a prenyltransferase, wherein the recombinant polypeptide comprises at least one amino acid substitution compared to the amino acid sequence of the prenyltransferase, wherein said recombinant polypeptide converts a substrate and a prenyl donor to at least one prenylated product, and wherein the recombinant polypeptide produces a ratio of an amount of the at least one prenylated product to an amount of total prenylated products that is higher than the prenyltransferase under the same condition.
  • 2. (canceled)
  • 3. The recombinant polypeptide of claim 1, wherein said amino acid sequence has at least 95% 96%, 97%, 98%, or 99% sequence identity to the amino acid sequence of the prenyltransferase, or wherein said at least one amino acid substitution comprises 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, or 15 amino acid substitutions to the amino acid sequence of the prenyltransferase.
  • 4. (canceled)
  • 5. The recombinant polypeptide of claim 1, wherein the prenyltransferase is selected from the group consisting of ORF2, HypSc, PB002, PB005, PB064, PB065, and Atapt.
  • 6. The recombinant polypeptide of claim 1, wherein the prenyl donor is selected from the group consisting of DMAPP, GPP, FPP, GGPP, and any combination thereof.
  • 7. (canceled)
  • 8. The recombinant polypeptide of claim 1, wherein the substrate is selected from the group consisting of olivetolic acid (OA), divarinolic acid (DVA), olivetol (0), divarinol (DV), orsellinic acid (ORA), dihydroxybenzoic acid (DHBA), apigenin, naringenin and resveratrol.
  • 9. (canceled)
  • 10. The recombinant polypeptide of claim 1, wherein the at least one prenylated product comprises a prenyl group attached to any position on an aromatic ring of the substrate.
  • 11. The recombinant polypeptide of claim 1, wherein the at least one prenylated product is selected from the group consisting of UNK1, UNK2, UNK3, RBI-08, RBI-17 (5-DOA), RBI-05, RBI-06, 4-O-GOA, RBI-02 (CBGA), RBI-04 (5-GOA), UNK4, RBI-56, UNK5, RBI-14 (CBFA), RBI-16 (5-FOA), RBI-24, RBI-28, RBI-26 (CBGVA), RBI-27, RBI-38, RBI-39, RBI-09, RB1-10, RBI-03 (5-GO), RBI-20, RBI-01 (CBG), RBI-15, RBI-34, RBI-32, RBI-33, RB1-07, RBI-29, RBI-30, RBI-12, and RBI-11.
  • 12.-82. (canceled)
  • 83. The recombinant polypeptide of claim 1, wherein the substrate is a prenylated molecule.
  • 84. The recombinant polypeptide of claim 83, wherein the prenylated molecule is selected from the group consisting of UNK1, UNK2, UNK3, RBI-08, 5-DOA, RBI-05, RBI-06, 4-O-GOA, RBI-02 (CBGA), RBI-04 (5-GOA), UNK4, RBI-56, UNK5, RBI-14 (CBFA), RBI-16 (5-FOA), RBI-24, RBI-28, RBI-26 (CBGVA), RBI-27, RBI-38, RBI-39, RBI-09, RB1-10, RBI-03 (5-GO), RBI-20, RBI-01 (CBG), RBI-15, RBI-34, RBI-32, RBI-33, RB1-07, RBI-29, RBI-30, RBI-12, and RBI-11.
  • 85. The recombinant polypeptide of claim 1, wherein the prenyltransferase is ORF2, and wherein the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution comprises at least one amino acid substitution in SEQ ID NO: 1 on a position chosen from the group consisting of amino acid positions 17, 25, 38, 49, 53, 106, 108, 112, 118, 119, 121, 123, 161, 162, 166, 173, 174, 177, 205, 209, 213, 214, 216, 219, 227, 228, 230, 232, 271, 274, 283, 286, 288, 294, 295, and 298.
  • 86. (canceled)
  • 87. The recombinant polypeptide of claim 1, wherein the prenyltransferase is ORF2, and wherein the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution is chosen from the group consisting of A17T, C25V, Q38G, V49A, V49L, V49S, A53C, A53D, A53E, A53F, A53G, A53H, A53I, A53K, A53L, A53M, A53N, A53P, A53Q, A53R, A53S, A53T, A53V, A53W, A53Y, M106E, A108G, E112D, E112G, K118N, K118Q, K119A, K119D, Y121W, F123A, F123H, F123W, Q161A, Q161C, Q161D, Q161E, Q161F, Q161G, Q161H, Q161I, Q161K, Q161L, Q161M, Q161N, Q161P, Q161R, Q161S, Q161T, Q161V, Q161W, Q161Y, M162A, M162F, D166E, N173D, L174V, S177E, S177W, S177Y, G205L, G205M, C209G, F213M, S214A, S214C, S214D, S214E, S214F, S214G, S214H, S214I, S214K, S214L, S214M, S214N, S214P, S214Q, S214R, S214T, S214V, S214W, S214Y, Y216A, L219F, D227E, R228E, R228Q, C230N, C230S, A232S, V271E, L274V, Y283L, G286E, Y288A, Y288C, Y288D, Y288E, Y288F, Y288G, Y288H, Y288I, Y288K, Y288L, Y288M, Y288N, Y288P, Y288Q, Y288R, Y288S, Y288T, Y288V, Y288W, V294A, V294F, V294N, Q295A, Q295C, Q295D, Q295E, Q295F, Q295G, Q295H, Q295I, Q295K, Q295L, Q295M, Q295N, Q295P, Q295R, Q295S, Q295T, Q295V, Q295W, Q295Y, L298A, L298Q, and L298W.
  • 88. The recombinant polypeptide of claim 1, wherein the prenyltransferase is ORF2, and wherein the amino acid sequence of ORF2 comprises SEQ ID NO: 1, and the at least one amino acid substitution to SEQ ID NO: 1 comprises two or more amino acid substitutions to SEQ ID NO: 1 selected from the group consisting of: (a) A17T, C25V, Q38G, V49A, V49L, V49S, A53C, A53D, A53E, A53F, A53G, A53H, A53I, A53K, A53L, A53M, A53N, A53P, A53Q, A53R, A53S, A53T, A53V, A53W, A53Y, M106E, A108G, E112D, E112G, K118N, K118Q, K119A, K119D, Y121W, F123A, F123H, F123W, Q161A, Q161C, Q161D, Q161E, Q161F, Q161G, Q161H, Q161I, Q161K, Q161L, Q161M, Q161N, Q161P, Q161R, Q161S, Q161T, Q161V, Q161W, Q161Y, M162A, M162F, D166E, N173D, L174V, S177E, S177W, S177Y, G205L, G205M, C209G, F213M, S214A, S214C, S214D, S214E, S214F, S214G, S214H, S214I, S214K, S214L, S214M, S214N, S214P, S214Q, S214R, S214T, S214V, S214W, S214Y, Y216A, L219F, D227E, R228E, R228Q, C230N, C230S, A232S, V271E, L274V, Y283L, G286E, Y288A, Y288C, Y288D, Y288E, Y288F, Y288G, Y288H, Y288I, Y288K, Y288L, Y288M, Y288N, Y288P, Y288Q, Y288R, Y288S, Y288T, Y288V, Y288W, V294A, V294F, V294N, Q295A, Q295C, Q295D, Q295E, Q295F, Q295G, Q295H, Q295I, Q295K, Q295L, Q295M, Q295N, Q295P, Q295R, Q295S, Q295T, Q295V, Q295W, Q295Y, L298A, L298Q, and L298W;OR(b) A53T and S214R; S177W and Q295A; S214R and Q295F; Q161S and S214R; S177W and S214R; Q161S and Q295L; Q161S and Q295F; V49A and S214R; A53T and Q295F; Q161S and S177W; Q161S, V294A and Q295W; A53T, Q161S and Q295W; A53T and S177W; A53T, Q161S, V294A and Q295W; A53T, V294A and Q295A; V49A and Q295L; A53T, Q161S, V294N and Q295W; A53T and Q295A; Q161S, V294A and Q295A; A53T and Q295W; A53T, V294A and Q295W; A53T, Q161S and Q295A; A53T, Q161S, V294A and Q295A; and A53T, Q161S, V294N and Q295A.
  • 89. A nucleic acid molecule, comprising a nucleotide sequence encoding the recombinant polypeptide of claim 1, or a codon degenerate nucleotide sequence thereof.
  • 90.-91. (canceled)
  • 92. A cell vector, construct or expression system comprising said nucleic acid molecule of claim 89.
  • 93. A cell, comprising said cell vector, construct or expression system of claim 92.
  • 94.-96. (canceled)
  • 97. A plant, comprising said cell of claim 93.
  • 98. (canceled)
  • 99. A method of producing at least one prenylated product, comprising, contacting the recombinant polypeptide of claim 1 with a substrate and a prenyl donor, thereby producing at least one prenylated product.
  • 100. (canceled)
  • 101. A method of producing at least one prenylated product, comprising, a) contacting a first recombinant polypeptide with a substrate and a first prenyl donor, wherein the first recombinant polypeptide is the recombinant polypeptide of claim 1, thereby producing a first prenylated product; and b) contacting the first prenylated product and a second prenyl donor with a second recombinant polypeptide, thereby producing a second prenylated product.
  • 102.-121. (canceled)
  • 122. The recombinant polypeptide of claim 1, wherein the substrate comprises olivetolic acid (OA), divarinolic acid (DVA), olivetol (O), resveratrol, piceattanol and related stilbenes, naringenin, apigenin, apigenin-related flavanones, apigenin-related flavones, respectively, Isoliquiritigenin, 2′-O-methylisoliquiritigenin, catechins, epi-catechins, biphenyl compounds, 3,5-dihydroxy-biphenyl, benzophenones, phlorobenzophenone, isoflavones, biochanin A, genistein, daidzein, 2,4-dihydroxybenzoic acid, 1,3-benzenediol, 2,4-dihydroxy-6-methylbenzoic acid; 1,3-Dihydroxy-5-methylbenzene; 2,4-Dihydroxy-6-aethyl-benzoesaeure; 5-ethylbenzene-1,3-diol 2,4-dihydroxy-6-propylbenzoic acid; 5-propylbenzene-1,3-diol; 2-butyl-4,6-dihydroxybenzoic acid; 5-butylbenzene-1,3-diol; 2,4-dihydroxy-6-pentyl-benzoic acid; 5-pentylbenzene-1,3-diol; 5-hexylbenzene-1,3-diol; 2-heptyl-4,6-dihydroxy-benzoic acid; 5-heptylbenzene-1,3-diol; 5-Dodecylbenzene-1,3-diol; 5-nonadecylbenzene-1,3-diol; 1,3-Benzenediol; 3,4′,5-Trihydroxystilbene; 4′5-Tetrahydroxystilbene; 1,2-Diphenylethylene; 2-Phenylbenzopyran-4-one; 2-Phenylchroman-4-one; 1,3-benzenediol; 5,7,4′-Trihydroxyflavone; (E)-1-(2,4-dihydroxyphenyl)-3-(4-hydroxyphenyl)prop-2-en-1-one; 4,4′-dihydroxy-2′-methoxychalcone; 1,3-Diphenylpropenone; (2R,3 S)-2-(3,4-Dihydroxyphenyl)chroman-3,5,7-triol; (2R,3R)-2-(3,4-Dihydroxyphenyl)-3,5,7-chromanetriol; Phenylbenzene; 5-Phenylresorcinol; diphenylmethanone; 3-phenyl-4H-chromen-4-one; 5,7-Dihydroxy-3-(4-methoxyphenyl)-4H-chromen-4-one; 4′,5,7-Trihydroxyisoflavone; 4′,7-Dihydroxyisoflavone; 4-Hydroxy-6-methyl-2H-pyran-2-one; 1,6-DHN; or any combination thereof.
  • 123.-155. (canceled)
  • 156. A composition comprising the at least one prenylated product produced by the method of claim 99.
  • 157. A composition comprising the first prenylated product and/or the second prenylated product produced by the method of claim 101.
  • 158. (canceled)
  • 159. A composition comprising a prenylated product, wherein the prenylated product comprises a substitution by a prenyl donor on an aromatic ring of a substrate, wherein the substrate is selected from the group consisting of olivetolic acid (OA), divarinolic acid (DVA), olivetol (0), divarinol (DV), orsellinic acid (ORA), dihydroxybenzoic acid (DHBA), apigenin, naringenin and resveratrol.
  • 160-164. (canceled)
CROSS-REFERENCE

This application claims the benefit of U.S. Provisional Application No. 62/833,449, filed Apr. 12, 2019, which application is incorporated herein by reference in its entirety.

PCT Information
Filing Document Filing Date Country Kind
PCT/US2020/027955 4/13/2020 WO
Provisional Applications (1)
Number Date Country
62833449 Apr 2019 US