Organisms and biosynthetic processes for hydrocarbon synthesis

Abstract

Methods for biosynthesising hydrocarbons from a gaseous substrate in non-naturally occurring acetogens as well as non-naturally occurring acetogens for production of hydrocarbons are provided.

Description

FIELD

The present invention provides methods for biosynthesizing hydrocarbons from a gaseous substrate in non-naturally occurring organisms, such as, acetogens as well as non-naturally occurring acetogens and other means for production of hydrocarbons.

BACKGROUND

Hydrocarbons are known as important monomers for the production of polymers, including specialty elastomers, such as motor mounts/fittings, surgical gloves, rubber bands, golf balls and shoes. For example, styrene-isoprene-styrene block copolymers form a key component of hot-melt pressure-sensitive adhesive formulations and cis-poly-isoprene is utilized in the manufacture of tires (Whited et al. Industrial Biotechnology 2010 6(3):152-163).

Manufacturers of rubber goods depend on either imported natural rubber from the Brazilian rubber tree or petroleum-based synthetic rubber polymers (Whited et al. 2010 supra).

Given a reliance on petrochemical feedstocks and the harvesting of trees, biotechnology offers an alternative approach via biocatalysis. Biocatalysis is the use of biological catalysts, such as enzymes, to perform biochemical transformations of organic compounds.

Accordingly, against this background, it is clear that there is a need for sustainable methods for producing hydrocarbon intermediates such as isoprene wherein the methods are biocatalysis based.

Both bioderived feedstocks and petrochemical feedstocks are viable starting materials for biocatalysis processes. The introduction of vinyl groups into medium carbon chain length enzyme substrates is a key consideration in synthesizing isoprene via biocatalysis processes.

There are some known metabolic pathways leading to the synthesis of isoprene in prokaryotes such as Bacillus subtillis and eukaryotes such as Populus alba (Whited et al. 2010 supra).

Isoprene may be synthesized via two routes leading to the precursor dimethylvinyl-PP including the mevalonate and the non-mevalonate pathway (Kuzuyama, T. Biosci. Biotechnol. Biochem. 2002 66(8):1619-1627). The mevalonate pathway incorporates a decarboxylase enzyme, mevalonate diphosphate decarboxylase (hereafter MDD), that introduces the first vinyl-group into the precursors leading to isoprene. The second vinyl-group is introduced by isoprene synthase (hereafter ISPS) in the final step in synthesizing isoprene.

The mevalonate pathway has been exploited in the biocatalytic production of isoprene using E. coli as the host. E. coli engineered with the mevalonate pathway requires three moles of acetyl-CoA, three moles of ATP and two moles of NAD(P)H to produce a mole of isoprene. Given a theoretical maximum yield of 25.2% (w/w) for the mevalonate pathway, isoprene has been produced biocatalytically at a volumetric productivity of 2 g/(L·h) with a yield of 11% (w/w) from glucose (Whited et al. 2010 supra). Particularly, the phosphate activation of mevalonate to 5-diphosphomevalonate is energy intensive metabolically, requiring two moles of ATP per mole of isoprene synthesis. Accordingly, reducing the ATP consumption can improve the efficiency of the pathway.

Published U.S. Patent Application No. 2015/0037869 discloses biochemical pathways for production of isoprene by forming two vinyl groups in a central precursor produced from isobutyryl-CoA, 3-methyl-2-oxopentanoate, or 4-methyl-2-oxopentanoate as well as recombinant hosts for producing isoprene. The isoprene synthesis pathways include a beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd and a polyketide synthase route via ldh.

Published PCT Application PCT/US2009/035937 identified pathways and mechanisms to confer direct carbon-based products producing capacity to photoautotrophic organisms.

Published PCT Application PCT/NZ2013/000095 discloses carboxydotrophic, acetogenic, recombinant microorganisms containing exogenous mevalonate pathway enzymes and/or DXS pathway enzymes.

A genome scale metabolic network for the acetogen C. ljungdahlii was disclosed by Nagarajan et al. (Microbiol. Cell Factories 2013 212:118) and a systemic description of the metabolism of the acetogen C. autoethanogenum at a transcriptional, translational and metabolome level was disclosed by Marcellin et al. (Green Chem. The Royal Society of Chemistry 2016 DOI:10.1039/c5gc02708).

U.S. Pat. No. 9,297,026 discloses genetically modified acetogenic microorganisms capable of using carbon monoxide to produce, for example, ethanol with reduced amounts of 2,3-butanediol. The microorganisms comprise one or more genetic modifications which disrupt the 2,3-butanediol biosynthesis pathway compared to a parental microorganism.

Published U.S. Patent Application No. 2015/0210987 discloses carboxydotrophic acetogenic bacterium comprising a disrupting mutation in a lactate biosynthesis pathway enzyme and a method of producing a product such as ethanol, 2,3-butanediol, formate pyruvate, succinate, valine, leucine, isoleucine, malate, fumarate, 2-oxogluterate, citrate and citramate by culturing the bacterium in the presence of a substrate comprising carbon monoxide.

There is therefore a need for organisms, including non-naturally occurring hosts, capable of increased hydrocarbon production.

SUMMARY

An aspect of the present invention relates to non-naturally occurring organisms, such as acetogens, capable of producing hydrocarbons from a gaseous substrate.

In one nonlimiting embodiment, the hydrocarbon comprises any saturated or unsaturated 5 carbon branched structure derived from an isoprenoid including, isoprene as well as other isoprenoids, terpenes and terpenoids and derivatives such as, but not limited to isoprenols, and salts thereof.

In one nonlimiting embodiment, the hydrocarbon is isoprene produced in a non-naturally occurring acetogen via a beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd or a polyketide synthase route utilizing ldh.

In one nonlimiting embodiment, at least one polynucleotide of the non-naturally occurring acetogen has been altered. In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least three polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least five polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, alteration of the polynucleotide eliminates activity of a polypeptide encoded by the polynucleotide.

In one nonlimiting embodiment, the non-naturally occurring acetogen capable of producing hydrocarbons from a gaseous substrate comprises either an alteration of at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase; or an alteration of at least two polynucleotides, the first polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase and the second polynucleotide encoding a polypeptide having an activity of a lactate dehydrogenase.

In one nonlimiting embodiment, the non-naturally occurring acetogen further comprises an alteration of a polynucleotide encoding a polypeptide having an activity of one or more members of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase or a Nfn complex.

In one nonlimiting embodiment, the non-naturally occurring acetogen is a Clostridium species.

Another aspect of the present invention relates to a composition comprising a means for producing a hydrocarbon via a beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd or a polyketide synthase route utilizing ldh.

Another aspect of the present invention relates to genetic constructs comprising at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase, wherein said polynucleotide is altered to eliminate activity of the encoded polypeptide.

In one nonlimiting embodiment, the genetic construct comprises at least two polynucleotides, wherein a first polynucleotide encodes a polypeptide having an activity of an alpha-acetolactate decarboxylase and a second polynucleotide encodes a polypeptide having an activity of a lactate dehydrogenase, wherein the polynucleotides are altered to eliminate the activity of the encoded polypeptides.

In one nonlimiting embodiment, the genetic construct further comprises a polynucleotide encoding a polypeptide having an activity of one or more members selected from the group consisting of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and a Nfn complex, wherein the polynucleotide is altered to eliminate the activity of the encoded polypeptide.

Another aspect of the present invention relates to a method for biosynthesising hydrocarbons from a gaseous substrate in a non-naturally occurring acetogen or other means capable of producing hydrocarbons from a gaseous substrate.

In one nonlimiting embodiment, the hydrocarbon comprises any saturated or unsaturated 5 carbon branched structure derived from an isoprenoid including, isoprene as well as other isoprenoids, terpenes and terpenoids and derivatives such as, but not limited to isoprenols, and salts thereof.

In one nonlimiting embodiment, the hydrocarbon is isoprene produced in a non-naturally occurring acetogen via a beta-ketothiolase route via pyruvate via lactate hydrogenase (hereinafter ldh), a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd or a polyketide synthase route utilizing ldh.

In one nonlimiting embodiment, the method comprises synthesizing isoprene via a non-naturally occurring acetogen having at least one altered polynucleotide. In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, the non-naturally occurring acetogen has at least three altered polynucleotides. In one nonlimiting embodiment, the non-naturally occurring acetogen has at least five altered polynucleotides. In one nonlimiting embodiment, alteration of the polynucleotide eliminates activity of a polypeptide encoded by the polynucleotide.

In one nonlimiting embodiment, the non-naturally occurring acetogen used in this method comprises either an alteration of at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase; or an alteration of at least two polynucleotides, the first polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase and the second polynucleotide encoding a polypeptide having an activity of a lactate dehydrogenase.

In one nonlimiting embodiment, the non-naturally occurring acetogen used in this method further comprises an alteration of a polynucleotide encoding a polypeptide having an activity of one or more members of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase or a Nfn complex.

In one nonlimiting embodiment, the non-naturally occurring acetogen is a Clostridium species.

Another aspect of the present invention relates to a method for producing a non-naturally occurring acetogen capable of producing hydrocarbons from a gaseous substrate.

In one nonlimiting embodiment, at least one polynucleotide of the non-naturally acetogen is altered. In one nonlimiting embodiment, at least two polynucleotides are altered. In one nonlimiting embodiment at least three polynucleotides are altered. In another nonlimiting embodiment, at least five polynucleotides are altered. In one nonlimiting embodiment, alteration of the polynucleotide eliminates activity of a polypeptide encoded by the polynucleotide.

In one nonlimiting embodiment, the non-naturally occurring acetogen produced comprises either an alteration of at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase; or an alteration of at least two polynucleotides, the first polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase and the second polynucleotide encoding a polypeptide having an activity of a lactate dehydrogenase.

In one nonlimiting embodiment, the non-naturally occurring acetogen produced further comprises an alteration of a polynucleotide encoding a polypeptide having an activity of one or more members of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase or a Nfn complex.

In one nonlimiting embodiment, the non-naturally occurring acetogen is a Clostridium species.

Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention pertains. Although methods and materials similar or equivalent to those described herein can be used to practice the invention, suitable methods and materials are described below. All publications, patent applications, patents, and other references mentioned herein are incorporated by reference in their entirety. In case of conflict, the present specification, including definitions, will control. In addition, the materials, methods, and examples are illustrative only and not intended to be limiting. The details of one or more embodiments of the invention are set forth in the accompanying drawings and the description below. Other features, objects, and advantages of the invention will be apparent from the description and the drawings, and from the claims. The word “comprising” in the claims may be replaced by “consisting essentially of” or with “consisting of,” according to standard practice in patent law.

BRIEF DESCRIPTION OF FIGURES

FIG. 1 is a biosynthetic schematic of isoprene synthesis using via a beta-ketothiolase route utilizing pyruvate and ldh.

FIG. 2 is a biosynthetic schematic of isoprene synthesis via a 2-hydroxyacyl-CoA dehydratase route utilizing ldh.

FIG. 3 is a biosynthetic schematic of isoprene synthesis via a 2-hydroxyacyl-CoA dehydratase route utilizing mdd.

FIG. 4 is a biosynthetic schematic of isoprene synthesis via a polyketide synthase route utilizing ldh.

FIG. 5A and FIG. 5B show results simulated for suboptimal growth by MOMA and evolved growth-optimality by FBA for the reference pathway and the beta-ketothiolase route via pyruvate via ldh, the 2-hydroxyacyl-CoA dehydratase route via ldh, the 2-hydroxyacyl-CoA dehydratase route via mdd and the polyketide synthase route via ldh. In FIGS. 5A and 5B Reference refers to mevalonate pathway and isoprene synthase, 1 refers to Pathway 1—β-ketothiolaseroute via pyruvate via ldh, 2 refers to Pathway 2—2-hydroxyacyl-CoA dehydratase route via ldh, 3 refers to Pathway 3—2-hydroxyacyl-CoAdehydratase route via mdd and 4 refers to Pathway 4—Polyketide synthase route via ldh. Suboptimal growth results in FIG. 5A indicate that all supplied pathways are superior to the references. These range from 1.4× to 1.9× higher than the reference mevalonate pathway. Evolved growth-optimality depicted in FIG. 5B indicate that all supplied pathways also offer better growth-coupled yields than the reference during growth-optimal conditions. These growth-coupled predicted yields range from 1.7× to 9× higher than the reference mevalonate pathway.

FIG. 6 shows predicted yield of isoprene in Clostridium autoethanogenum in strains genetically engineered with different numbers of knock-outs (2 KO, 3-4 KO and 5-10 KO).

FIG. 7 shows isoprene yields of C. autoethanogenum LZ1561 across different gas uptake ratios.

DETAILED DESCRIPTION

The present invention provides organisms, such as non-naturally occurring acetogens and other means derived therefrom or related thereto capable of producing hydrocarbons, as well as methods for the production of these acetogens and methods for their use in production of hydrocarbons and derivatives thereof.

Accordingly, disclosed herein are acetogens genetically engineered by alteration of one or more polynucleotides to produce hydrocarbons from gaseous substrates, as well as methods for their production and their use in biosynthesis of hydrocarbons. The non-naturally occurring acetogens and methods disclosed herein provide low cost processes for conversion of industrial gases to chemicals in a fermenter. In the methods of the present invention, the non-naturally occurring acetogens are introduced into a fermenter, mixed with gas feedstocks which are enzymatically converted to a hydrocarbon by the non-naturally occurring acetogens, and the hydrocarbon is then separated from the off-gases from the fermenter.

By “hydrocarbon” or hydrocarbons” as used herein, it is meant to encompass any organic compound comprised of carbons and hydrogens which can be enzymatically synthesized from a gas and is inclusive of saturated as well as unsaturated structures with double or triple bonds formed between carbon atoms, ring structures, salts and derivatives thereof. In one nonlimiting embodiment, the hydrocarbon comprises one or more isoprene units as depicted in Formula I

or a salt or derivative thereof.

By the phrase “one or more isoprene units as depicted in Formula I” it is meant to encompass any saturated or unsaturated 5 carbon branched structure derived from an isoprenoid including, isoprene as well as other isoprenoids, terpenes and terpenoids and derivatives such as, but not limited to isoprenols, and salts thereof.

Nonlimiting examples of hydrocarbons comprising one or more isoprene units produced in accordance with the present invention include isoprene as well as other isoprenoids, terpenes or terpenoid derivatives of 5, including C5, C10, C15, C20, C25, C30, C35, C40, C45, C50, etc. Nonlimiting examples include hemiterpene, monoterpene, diterpene, triterpene, tetraterpene, polyterpene, lycopene, abietadiene, amorphadiene, carene, alpha-farnesene, beta-farnesene, farnesol, geraniol, geranylgeraniol, isoprene, linalool, limonene, myrcene, nerolidol, ocimene, patchoulol, beta-pinene, sabinene, gamma-terpinene, terpinolene and valencene, as well as derivatives and salts thereof.

The present invention provides non-naturally occurring acetogens capable of producing hydrocarbons from a gaseous substrate.

In one nonlimiting embodiment, the hydrocarbon comprises any saturated or unsaturated 5 carbon branched structure derived from an isoprenoid including, isoprene as well as other isoprenoids, terpenes and terpenoids and derivatives such as, but not limited to isoprenols, and salts thereof.

In one nonlimiting embodiment, the hydrocarbon is isoprene produced in a non-naturally occurring acetogen via a beta-ketothiolase route via pyruvate via ldh (see FIG. 1), a 2-hydroxyacyl-CoA dehydratase route via ldh (see FIG. 2), a 2-hydroxyacyl-CoA dehydratase route via mdd (see FIG. 3) or a polyketide synthase route utilizing ldh (FIG. 4) as these pathways to isoprene offer considerably higher maximum predicted yields than the reference pathway (mevalonate pathway with isoprene synthase). For example, the beta-ketothiolase route via pyruvate via ldh pathway offers a maximum predicted yield which is two times higher than the mevalonate pathway with isoprene synthase wherein maximum yield is defined as the maximum isoprene yield in C. autoethanogenum LZ1561 with no growth. C. autoethanogenum LZ1561 is deposited under DSMZ accession DSM23693. As shown in FIG. 7, C. autoethanogenum LZ1561 can grow on a mixture of CO, CO₂ and H₂ as a carbon and energy source. Growth on CO offers the highest yield.

The non-naturally occurring acetogens of the present invention have at least one altered polynucleotide. In one nonlimiting embodiment, the alteration in the polynucleotide eliminates an activity of a polypeptide encoded by the polynucleotide. In one nonlimiting embodiment, the alteration comprises knock-out of an endogenous polynucleotide of the acetogen. By “knock-out” it is meant replacement or disruption of an existing gene with an artificial piece of DNA. In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least three polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least five polynucleotides of the non-naturally occurring acetogen have been altered.

In one nonlimiting embodiment, the non-naturally occurring acetogen capable of producing hydrocarbons from a gaseous substrate comprises either an alteration of at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase; or an alteration of at least two polynucleotides, the first polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase and the second polynucleotide encoding a polypeptide having an activity of a lactate dehydrogenase.

In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least one polynucleotide encoding a polypeptide having activity of a member selected from an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase and at least one polynucleotide encoding a polypeptide having activity of a member selected from an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and/or a Nfn complex have been altered.

In one nonlimiting embodiment, wherein at least three polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase and an aldehyde:ferredoxin oxidoreductase. In another nonlimiting embodiment, wherein at least three polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase and/or a dihydrolipoylprotein:NAD+ oxidoreductase.

In one nonlimiting embodiment wherein at least five polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, an aldehyde dehydrogenase and/or a purine nucleoside phosphorylase. In another nonlimiting embodiment wherein at least five polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and/or a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase. In yet another nonlimiting embodiment wherein at least five polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, an 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase and/or a Nfn complex. In yet another nonlimiting embodiment wherein at least five polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of a member selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine amidohydrolase and/or a formate dehydrogenase.

In one nonlimiting embodiment, the non-naturally occurring acetogen is a Clostridium species. Examples of Clostridium species which can be used include, but are not limited to Clostridium autoethanogenum, Clostridium ljungdahlii, Clostridium coskatii or Clostridium ragsdalei.

Also provided by the present invention are methods for producing the above-described non-naturally occurring acetogens. While various methods known to those skilled in the art, in one nonlimiting embodiment, the non-naturally occurring acetogen is altered by a knock-out procedure such as described in the Examples herein.

The present invention also relates to compositions comprising a means for producing a hydrocarbon via a beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd or a polyketide synthase route utilizing ldh. In one nonlimiting embodiment, the means is derived from or related to the non-naturally occurring acetogens disclosed herein. Nonlimiting examples include the non-naturally occurring acetogen, a cell lysate thereof or one or more polypeptides derived therefrom.

In addition, the present invention provides genetic constructs comprising at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase, wherein said polynucleotide is altered to eliminate activity of the encoded polypeptide. In one nonlimiting embodiment, the genetic construct comprises at least two polynucleotides, wherein a first polynucleotide encodes a polypeptide having an activity of an alpha-acetolactate decarboxylase and a second polynucleotide encodes a polypeptide having an activity of a lactate dehydrogenase, wherein the polynucleotides are altered to eliminate the activity of the encoded polypeptides. In one nonlimiting embodiment, the genetic construct further comprises a polynucleotide encoding a polypeptide having an activity of one or more members selected from the group consisting of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and a Nfn complex, wherein the polynucleotide is altered to eliminate the activity of the encoded polypeptide.

The present invention also provides methods for biosynthesising hydrocarbons from a gaseous substrate in a non-naturally occurring acetogen or other means as disclosed herein capable of producing hydrocarbons from a gaseous substrate.

In one nonlimiting embodiment, the hydrocarbon produced via the present invention comprises a saturated or unsaturated 5 carbon branched structure derived from an isoprenoid. Examples include, but are not limited to, isoprene as well as other isoprenoids, terpenes and terpenoids and derivatives such as, but not limited to isoprenols, and salts thereof.

In one nonlimiting embodiment, the hydrocarbon is isoprene produced in a non-naturally occurring acetogen via a beta-ketothiolase route via pyruvate via ldh (see FIG. 1), a 2-hydroxyacyl-CoA dehydratase route via ldh (see FIG. 2), a 2-hydroxyacyl-CoA dehydratase route via mdd (see FIG. 3) or a polyketide synthase route utilizing ldh (see FIG. 4).

In these methods of isoprene production, the non-naturally occurring acetogen has at least one altered polynucleotide. In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, the non-naturally occurring acetogen has at least three altered polynucleotides. In another nonlimiting embodiment, the non-naturally occurring acetogen has at least five altered polynucleotides. In one nonlimiting embodiment, the alteration in the polynucleotide eliminates an activity of a polypeptide encoded by the polynucleotide.

In one nonlimiting embodiment, the non-naturally occurring acetogen used in this method comprises either an alteration of at least one polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase or encoding a polypeptide having an activity of a lactate dehydrogenase; or an alteration of at least two polynucleotides, the first polynucleotide encoding a polypeptide having an activity of an alpha-acetolactate decarboxylase and the second polynucleotide encoding a polypeptide having an activity of a lactate dehydrogenase.

In one nonlimiting embodiment, at least two polynucleotides of the non-naturally occurring acetogen have been altered. In one nonlimiting embodiment, at least one polynucleotide encoding a polypeptide having activity of members selected from an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase and at least one polynucleotide encoding a polypeptide having activity of members selected from an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:NAD+ oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and/or a Nfn complex have been altered.

In one nonlimiting embodiment, wherein the method comprises use of a non-naturally occurring acetogen with at least three altered polynucleotides, the polynucleotides may encode polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase and an aldehyde:ferredoxin oxidoreductase. In another nonlimiting embodiment, wherein the method comprises use of a non-naturally occurring acetogen with at least three altered polynucleotides, the polynucleotides may encode polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase and/or a dihydrolipoylprotein:NAD+ oxidoreductase.

In one nonlimiting embodiment, wherein the method comprises use of a non-naturally occurring acetogen with at least five altered polynucleotide, the altered polynucleotides, the polynucleotides may encode polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, an aldehyde dehydrogenase and/or a purine nucleoside phosphorylase. In another nonlimiting embodiment, wherein the method comprises use of a non-naturally occurring acetogen with at least five altered polynucleotides, the polynucleotides may encode polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase. In yet another nonlimiting embodiment, wherein the method comprises use of a non-naturally occurring acetogen with at least five altered polynucleotides, the polynucleotides may encode polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, an 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase and/or a Nfn complex. In yet another nonlimiting embodiment wherein at least five polynucleotides are altered, the polynucleotides may encode polypeptides having an activity of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine amidohydrolase and/or a formate dehydrogenase.

For nonlimiting embodiments of the present invention where isoprene is produced via a beta-ketothiolase route via pyruvate via ldh, nonlimiting examples of useful non-naturally occurring acetogens include those having at least one altered polynucleotide encoding a polypeptide in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase, those having at least two polynucleotides altered in polypeptides in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase and those having at least 3 or at least 5 altered polynucleotides.

For nonlimiting embodiments of the present invention where isoprene is produced via a 2-hydroxyacyl-CoA dehydratase route via ldh, nonlimiting examples of useful non-naturally occurring acetogens include those having at least one altered polynucleotide encoding a polypeptide in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase, those having at least two polynucleotides altered in polypeptides in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase and those having at least 3 or at least 5 altered polynucleotides. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least three altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase and/or a dihydrolipoylprotein:NAD+ oxidoreductase altered. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least five altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and/or a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase altered.

For nonlimiting embodiments of the present invention where isoprene is produced via a 2-hydroxyacyl-CoA dehydratase route via mdd, nonlimiting examples of useful non-naturally occurring acetogens include those having one altered polynucleotide encoding a polypeptide in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase, those having at least two polynucleotides altered in polypeptides in an alpha-acetolactate decarboxylase and a lactate dehydrogenase and those having at least 3 or at least 5 altered polynucleotides. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least three altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, and an aldehyde:ferredoxin oxidoreductase altered. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least five altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, an 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase and/or a Nfn complex altered.

For nonlimiting embodiments of the present invention where isoprene is produced via a polyketide synthase route utilizing ldh, nonlimiting examples of useful non-naturally occurring acetogens include those having at least one altered polynucleotide encoding a polypeptide in an alpha-acetolactate decarboxylase and/or a lactate dehydrogenase, those having at least two polynucleotides altered in polypeptides in an alpha-acetolactate decarboxylase and a lactate dehydrogenase and those having at least 3 or at least 5 altered polynucleotides. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least three altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, and an aldehyde:ferredoxin oxidoreductase altered. A nonlimiting example of a non-naturally occurring acetogen useful in this embodiment with at least five altered polynucleotides is that having polynucleotides encoding polypeptides having activities of members selected from an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, a N2-Acetyl-L-ornithine amidohydrolase and/or a formate dehydrogenase altered.

In one nonlimiting embodiment, the non-naturally occurring acetogen used in the method of the present invention is a Clostridium species. Examples of Clostridium species which can be used include, but are not limited to, Clostridium autoethanogenum, Clostridium ljungdahlii, Clostridium coskatii and Clostridium ragsdalei.

In any the methods described herein, a fermentation strategy can be used that entails anaerobic, micro-aerobic or aerobic cultivation. A fermentation strategy can entail nutrient limitation such as nitrogen, phosphate or oxygen limitation. A cell retention strategy using a ceramic hollow fiber membrane can be employed to achieve and maintain a high cell density during fermentation. The principal gaseous substrate fed to the fermentation can derive from a biological or non-biological feedstock. The biological feedstock can be, or can derive from, monosaccharides, disaccharides, lignocellulose, hemicellulose, cellulose, lignin, levulinic acid and formic acid, triglycerides, glycerol, fatty acids, agricultural waste, condensed distillers' solubles or municipal waste. The non-biological feedstock can be, or can derive from, natural gas, syngas, CO₂/H₂, methanol, ethanol, non-volatile residue (NVR) a caustic wash waste stream from cyclohexane oxidation processes or waste stream from a chemical industry such as, but not limited to a carbon black industry or a hydrogen-refining industry, or petrochemical industry.

In one nonlimiting embodiment, at least one of the enzymatic conversions of the hydrocarbon production method comprises fermentation of the gaseous substrate within the non-naturally occurring acetogen. In this embodiment, the gaseous substrate fermentation may comprise at least one of natural gas, syngas, CO₂/H₂, methanol, ethanol, non-volatile residue, caustic wash from cyclohexane oxidation processes, or waste stream from a chemical industry such as, but not limited to a carbon black industry or a hydrogen-refining industry, or petrochemical industry. In one nonlimiting embodiment, the gas substrate comprises a mixture of CO, CO₂ and H₂. In one nonlimiting embodiment, the gas substrate comprises CO.

The methods of the present invention may further comprise recovering produced hydrocarbons from the non-naturally occurring host.

Once produced, any method can be used to isolate hydrocarbons. For example, hydrocarbons can be recovered from the fermenter off-gas stream as a volatile product as the boiling point of isoprene is 34.1° C. At a typical fermentation temperature of approximately 30° C., hydrocarbons have a high vapor pressure and can be stripped by the gas flow rate through the broth for recovery from the off-gas. Hydrocarbons can be selectively adsorbed onto, for example, an adsorbent and separated from the other off-gas components. Membrane separation technology may also be employed to separate hydrocarbons from the other off-gas compounds. Hydrocarbons may be desorbed from the adsorbent using, for example, nitrogen and condensed at low temperature and high pressure.

Because of the gaseous nature of isoprene, in embodiments of the present invention wherein the hydrocarbon produced is isoprene, an advantage is easy separation of the product.

Also provided by the present invention are hydrocarbons bioderived from a non-naturally occurring acetogen or other means according to any of the methods described herein.

In addition, the present invention provides bio-derived, bio-based, or fermentation-derived product produced using the methods and/or compositions disclosed herein. Examples of such products include, but are not limited to, compositions comprising at least one bio-derived, bio-based, or fermentation-derived compound or any combination thereof, as well as polymers, rubbers such as cis-polyisoprene rubber, trans-polyisoprene rubber, or liquid polyisoprene rubber, molded substances, formulations and semi-solid or non-semi-solid streams comprising one or more of the bio-derived, bio-based, or fermentation-derived compounds or compositions, combinations or products thereof.

Although specific advantages have been enumerated above, various embodiments may include some, none, or all of the enumerated advantages. Further, other technical advantages may become readily apparent to one of ordinary skill in the art after review of the figures and description herein. It should be understood at the outset that, although exemplary embodiments are described herein, the principles of the present disclosure may be implemented using any number of techniques, whether currently known or not. The present disclosure should in no way be limited to the exemplary implementations and techniques described herein.

Modifications, additions, or omissions may be made to the compositions, systems, apparatuses, and methods described herein without departing from the scope of the disclosure. For example, the components of the systems and apparatuses may be integrated or separated. Moreover, the operations of the systems and apparatuses disclosed herein may be performed by more, fewer, or other components and the methods described may include more, fewer, or other steps. Additionally, steps may be performed in any suitable order. As used in this document, “each” refers to each member of a set or each member of a subset of a set.

To aid the Patent Office and any readers of any patent issued on this application in interpreting the claims appended hereto, applicants wish to note that they do not intend any of the appended claims or claim elements to invoke 35 U.S.C. 112(f) unless the words “means for” or “step for” are explicitly used in the particular claim.

The following section provides further illustration of the methods and compositions of the present invention. These working examples are illustrative only and are not intended to limit the scope of the invention in any way.

EXAMPLES

Example 1: Isoprene Yields

Pathways to isoprene, e.g., a beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd and a polyketide synthase route via ldh, as depicted in FIGS. 1-4 were subjected to a strain optimisation pipeline to calculate predicted yields for various genetic variants (e.g., gene knock-out) strain designs that are predicted to favour isoprene production in Clostridium.

Genome scale model (GSM) simulations and flux balance analysis (FBA) were carried out to identify strategies to increase isoprene production from CO, CO₂, and H₂ containing substrate in acetogens via beta-ketothiolase route via pyruvate via ldh, 2-hydroxyacyl-CoA dehydratase route via ldh and 2-hydroxyacyl-CoA dehydratase route via mdd). Genome scale models exist for a number of acetogens including Clostridium ljungdahlii (Nagarajan et al. Microb. Cell Fact. 2013 12:118 doi:10.1186/1475-2859-12-118), Clostridium autoethanogenum (Marcellin et al. Green Chem. 2016 doi:10.1039/C5GC02708J; Valgepea et al. Metab. Eng. 2017 41: 202-211. doi:10.1016/j.ymben.2017.04.007; Valgepea et al. Cell Syst. 2017 4:505-515.e5. doi:10.1016/j.cels.2017.04.008) or Moorella thermoacetica (Islam et al. Integr. Biol. 2015 doi:10.1039/C5IB00095E).

A genome-scale metabolic model of C. autoethanogenum similar to the one described by Marcellin et al. (Green Chem. 2016 doi:10.1039/C5GC02708J) was utilized. Growth was simulated by flux balance analysis (FBA), using scripts from the COBRA Toolbox v2.0 in MATLAB R2014a (The Mathworks, Inc.) with Gurobi version 6.0.4 as the solver (Gurobi Optimization, Inc.). Maximum theoretical yield of isoprene was calculated using FBA.

Strain optimizations were obtained using OptFluxlibrary running on a high performance computing cluster with IBM ILOG CPLEX (version 12.6). Ten million simulations for each pathway option were assessed using Strength Pareto Evolutionary Algorithm 2. Simulation methods used were ParsimoniousFBA (pFBA), minimization of metabolic adjustment (MOMA), LMOMA, ROOM (Pereira et al. Metab. Eng. Commun. 2016 3:153-163 doi:10.1016/j.meteno. 2016.05.002) and for each strain three classes of strain designs (1-2 gene knock-outs, 3-4 gene KO, 5-10 gene KO) were simulated. Results simulated by MOMA and FBA for the reference pathway and the beta-ketothiolase route via pyruvate via ldh, the 2-hydroxyacyl-CoA dehydratase route via ldh, the 2-hydroxyacyl-CoA dehydratase route via mdd and the polyketide synthase route via ldh are depicted in FIG. 5A and FIG. 5B, respectively.

Reactions and associated genes that are predicted to improve isoprene in acetogens, when knocked-out, are listed in Tables 1 through 12 for a representative beta-ketothiolase route via pyruvate via ldh, a 2-hydroxyacyl-CoA dehydratase route via ldh, a 2-hydroxyacyl-CoA dehydratase route via mdd pathways and a polyketide synthase route utilizing ldh. Genbank gene locus tags are provided in the tables and can be accessed via ncbi with the extension .nlm.nih.gov/gene of the world wide web.

TABLE 1
Reaction/gene knock-outs in acetogens to improve isoprene production via beta-
ketothiolase route via pyruvate via ldh, incorporates 1-2 reaction knock-outs
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)

TABLE 2
Reaction/gene knock-outs in acetogens to improve isoprene production via beta-
ketothiolase route via pyruvate via ldh, incorporates 3-4 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Aldehyde:	CAETHG_RS00440	CLJU_c20110	—	CLRAG_29650
ferredoxin	(SEQ ID NO: 9)	(SEQ ID NO: 10)		(SEQ ID NO: 11)
oxidoreductase	CAETHG_RS00490	CLJU_c20210	—	—
(AOR)	(SEQ ID NO: 12)	(SEQ ID NO: 13)

TABLE 3
Reaction/gene knock-outs in acetogens to improve isoprene production via beta-
ketothiolase route via pyruvate via ldh, incorporates 5-10 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdah1ii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Pyruvate	CAETHG_RS08855	CLJU_c39820	CLCOS_22680	CLRAG_22070
formate lyase	(SEQ ID NO: 14)	(SEQ ID NO: 15)	(SEQ ID NO: 16)	(SEQ ID NO: 17)
(Acetyl-	CAETHG_RS03170	CLJU_c25980	CLCOS_16780	CLRAG_04120
CoA:formate C-	(SEQ ID NO: 18)	(SEQ ID NO: 19)	(SEQ ID NO: 20)	(SEQ ID NO: 21)
acetyltransferase)	CAETHG_RS16075	CLJU_c11830	CLCOS_41080	—
	(SEQ ID NO: 22)	(SEQ ID NO: 23)	(SEQ ID NO: 24)
Aldehyde	CAETHG_RS08810	CLJU_c39730	CLCOS_24220	CLRAG_21980
dehydrogenase	(SEQ ID NO: 25)	(SEQ ID NO: 26)	(SEQ ID NO: 27)	(SEQ ID NO: 28)
(CoA	CAETHG_RS16140	—	—	—
acetylating)	(SEQ ID NO: 29)
	CAETHG_RS08865	CLJU_c39840	—	—
	(SEQ ID NO: 30)	(SEQ ID NO: 31)
purine	CAETHG_RS00760	CLJU_c20750	CLCOS_19750	CLRAG_19250
nucleoside	(SEQ ID NO: 32)	(SEQ ID NO: 33)	(SEQ ID NO: 34)	(SEQ ID NO: 35)
phosphorylase

TABLE 4
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via ldh, incorporates 1-2 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)

TABLE 5
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via ldh, incorporates 3-4 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Pyruvate	CAETHG_RS08855	CLJU_c39820	CLCOS_22680	CLRAG_22070
formate lyase	(SEQ ID NO: 14)	(SEQ ID NO: 15)	(SEQ ID NO: 16)	(SEQ ID NO: 17)
(Acetyl-	CAETHG_RS03170	CLJU_c25980	CLCOS_16780	CLRAG_04120
CoA:formate C-	(SEQ ID NO: 18)	(SEQ ID NO: 19)	(SEQ ID NO: 20)	(SEQ ID NO: 21)
acetyltransferase)	CAETHG_RS16075	CLJU_C11830	CLCOS_41080	—
	(SEQ ID NO: 22)	(SEQ ID NO: 23)	(SEQ ID NO: 24)
Dihydrolipoylprotein:	CAETHG_RS07795	—	—	—
NAD +	(SEQ ID NO: 36)
oxidoreductase	CAETHG_RS07825	CLJU_c37600	CLCOS_09450	CLRAG_37010
	(SEQ ID NO: 37)	(SEQ ID NO: 38)	(SEQ ID NO: 39)	(SEQ ID NO: 40)

TABLE 6
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via ldh, incorporates 5-10 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Pyruvate	CAETHG_RS08855	CLJU_c39820	CLCOS_22680	CLRAG_22070
formate lyase	(SEQ ID NO: 14)	(SEQ ID NO: 15)	(SEQ ID NO: 16)	(SEQ ID NO: 17)
(Acetyl-	CAETHG_RS03170	CLJU_c25980	CLCOS_16780	CLRAG_04120
CoA:formate C-	(SEQ ID NO: 18)	(SEQ ID NO: 19)	(SEQ ID NO: 20)	(SEQ ID NO: 21)
acetyltransfer	CAETHG_RS16075	CLJU_C11830	CLCOS_41080	—
ase)	(SEQ ID NO: 22)	(SEQ ID NO: 23)	(SEQ ID NO: 24)
L-Aspartate	CAETHG_RS10085	CLJU_c42370	CLCOS_38200	CLRAG_05490
ammonia-	(SEQ ID NO: 41)	(SEQ ID NO: 42)	(SEQ ID NOL43)	(SEQ ID NO: 44)
lyase/Fumarase	CAETHG_RS12205	CLJU_c04170	CLCOS_14400	CLRAG_26890
	(SEQ ID NO: 45)	(SEQ ID NO: 46)	(SEQ ID NO: 47)	(SEQ ID NO: 48)
2,6-	CAETHG_RS17235	CLJU_c14280	CLCOS_27270	CLRAG_09600
Diaminoheptanedioate:	(SEQ ID NO: 49)	(SEQ ID NO: 50)	(SEQ ID NO: 51)	(SEQ ID NO: 52)
2-oxoglutarate
aminotransferase
N2-Acetyl-L-	CAETHG_RS01140	CLJU_c21530	CLCOS_33330	CLRAG_31090
ornithine:L-	(SEQ ID NO: 53)	(SEQ ID NO: 54)	(SEQ ID NO: 55)	(SEQ ID NO: 56)
glutamate N-
acetyltransferase/
Acetyl-CoA:L-
glutamate N-
acetyltransferase

TABLE 7
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via mdd, incorporates 1-2 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)

TABLE 8
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via mdd, incorporates 3-4 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Aldehyde:	CAETHG_RS00440	CLJU_c20110	—	CLRAG_29650
ferredoxin	(SEQ ID NO: 9)	(SEQ ID NO: 10)		(SEQ ID NO: 11)
oxidoreductase	CAETHG_RS00490	CLJU_c20210	—	—
(AOR)	(SEQ ID NO: 12)	(SEQ ID NO: 13)

TABLE 9
Reaction/gene knock-outs in acetogens to improve isoprene production via 2-hydroxyacyl-
CoA dehydratase route via mdd, incorporates 5-10 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Pyruvate	CAETHG_RS08855	CLJU_c39820	CLCOS_22680	CLRAG_22070
formate lyase	(SEQ ID NO: 14)	(SEQ ID NO: 15)	(SEQ ID NO: 16)	(SEQ ID NO: 17)
(Acetyl-	CAETHG_RS03170	CLJU_c25980	CLCOS_16780	CLRAG_04120
CoA:formate C-	(SEQ ID NO: 18)	(SEQ ID NO: 19)	(SEQ ID NO: 20)	(SEQ ID NO: 21)
acetyltransferase)	CAETHG_RS16075	CLJU_c11830	CLCOS_41080	—
	(SEQ ID NO: 22)	(SEQ ID NO: 23)	(SEQ ID NO: 24)
Glutamate	CAETHG_ RS18885	CLJU_c17370	CLCOS_13150	CLRAG_29210
synthase	(SEQ ID NO: 57)	(SEQ ID NO: 58)	(SEQ ID NO: 59)	(SEQ ID NO: 60)
	CAETHG_RS18890	CLJU_c17380	CLCOS_13160	CLRAG_29200
	(SEQ ID NO: 61)	(SEQ ID NO: 62)	(SEQ ID NO: 63)	(SEQ ID NO: 64)
	CAETHG_RS02275	CLJU_c24190	CLCOS_32470	CLRAG_24880
	(SEQ ID NO: 65)	(SEQ ID NO: 66)	(SEQ ID NO: 67)	(SEQ ID NO: 68)
L-Threonine	CAETHG_RS03265	CLJU_c26170	CLCOS_16980	CLRAG_04250
acetaldehyde-	(SEQ ID NO: 69)	(SEQ ID NO: 70)	(SEQ ID NO: 71)	(SEQ ID NO: 72)
lyase
2,6-	CAETHG_RS17235	CLJU_c14280	CLCOS_27270	CLRAG_09600
Diaminoheptanedioate:	(SEQ ID NO: 49)	(SEQ ID NO: 50)	(SEQ ID NO: 51)	(SEQ ID NO: 52)
2-oxoglutarate
aminotransferase
N2-Acetyl-L-	CAETHG_RS01140	CLJU_c21530	CLCOS_33330	CLRAG_31090
ornithine:L-	(SEQ ID NO: 53)	(SEQ ID NO: 54)	(SEQ ID NO: 55)	(SEQ ID NO: 56)
glutamate N-
acetyltransfer
ase/Acetyl-
CoA:L-
glutamate N-
acetyltransferase
Nfn complex	CAETHG_RS07665	CLJU_c37240	CLCOS_09810	CLRAG_36680
	(SEQ ID NO: 73)	(SEQ ID NO: 74)	(SEQ ID NO: 75)	(SEQ ID NO: 76)

TABLE 10
Reaction/gene knock-outs in acetogens to improve isoprene production
via polyketide synthase route, incorporates 1-2 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdah1ii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)

TABLE 11
Reaction/gene knock-outs in acetogens to improve isoprene production
via polyketide synthase route, incorporates 3-4 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
Aldehyde:	CAETHG_RS00440	CLJU_c20110	—	CLRAG_29650
ferredoxin	(SEQ ID NO: 9)	(SEQ ID NO: 10)		(SEQ ID NO: 11)
oxidoreductase	CAETHG_RS00490	CLJU_c20210	—	—
(AOR)	(SEQ ID NO: 12)	(SEQ ID NO: 13)

TABLE 12
Reaction/gene knock-outs in acetogens to improve isoprene production
via polyketide synthase route, incorporates 5-10 reaction knock-outs.
	Gene in C.	Gene in C.	Gene in C.	Gene in C.
Reaction	autoethanogenum	ljungdahlii	coskatii	ragsdalei
Alpha-	CAETHG_RS14410	CLJU_c08380	CLCOS_42470	CLRAG_08070
acetolactate	(SEQ ID NO: 1)	(SEQ ID NO: 2)	(SEQ ID NO: 3)	(SEQ ID NO: 4)
decarboxylase
Lactate	CAETHG_RS05500	CLJU_c32190	CLCOS_24090	CLRAG_02820
dehydrogenase	(SEQ ID NO: 5)	(SEQ ID NO: 6)	(SEQ ID NO: 7)	(SEQ ID NO: 8)
2,6-	CAETHG_RS17235	CLJU_c14280	CLCOS_27270	CLRAG_09600
Diaminoheptanedioate:	(SEQ ID NO: 49)	(SEQ ID NO: 50)	(SEQ ID NO: 51)	(SEQ ID NO: 52)
2-oxoglutarate
aminotransferase
N2-Acetyl-L-	CAETHG_RS04740	CLJU_c29950	—	CLRAG_35950
ornithine	(SEQ ID NO: 77)	(SEQ ID NO: 78)		(SEQ ID NO: 79)
amidohydrolase	CAETHG_RS02125	CLJU_c23810	CLCOS_28660	CLRAG_17360
	(SEQ ID NO: 80)	(SEQ ID NO: 81)	(SEQ ID NO: 82)	(SEQ ID NO: 83)
Formate	CAETHG_RS14690	CLJU_c20040	CLCOS_13030	CLRAG_29330
dehydrogenase	(SEQ ID NO: 84)	(SEQ ID NO: 85)	(SEQ ID NO: 86)	(SEQ ID NO: 87)
	CAETHG_RS13725	CLJU_c08930	CLCOS_19340	CLRAG_18840
	(SEQ ID NO: 88)	(SEQ ID NO: 89)	(SEQ ID NO: 90)	(SEQ ID NO: 91)

FIG. 6 shows predicted yield of isoprene in Clostridium autoethanogenum in strains genetically engineered with different numbers of knock-outs (2 KO, 3-4 KO and 5-10 KO). It can be seen that the 5-10 knockout strains give the highest predicted yield of isoprene.

Claims

1. A non-naturally occurring acetogen which produces hydrocarbons comprising one or more isoprene units or isoprenoid, terpene or functionally active terpenoid derivatives thereof from a gaseous substrate, said acetogen comprising: an alteration of at least five polynucleotides, wherein a first polynucleotide encodes a polypeptide having an activity of an alpha-acetolactate decarboxylase, a second polynucleotide encodes a polypeptide having an activity of a lactate dehydrogenase, and alterations of three or more polynucleotides encoding polypeptides having activities selected from the group consisting of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein: nicotinamide adenine dinucleotide (NAD+) oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6- Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L- glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and a nicotinamide adenine dinucleotide hydrogen (H)-dependent reduced ferredoxin:NADP+ oxidoreductase (Nfn) complex, wherein the polynucleotide alteration eliminates the activity of the encoded polypeptide, wherein the non-naturally occurring acetogen is a Clostridium species, and wherein the non-naturally occurring acetogen produces said hydrocarbons via a beta-ketothiolase route via pyruvate via lactate dehydrogenase (ldh), a 2-hydroxyacyl-CoA dehydratase route via ldh, or a polyketide synthase route utilizing ldh at a higher yield as compared to a mevalonate pathway with isoprene synthase.

2. The non-naturally occurring acetogen of claim 1, wherein said Clostridium species is any one of Clostridium autoethanogenum, Clostridium ljungdahlii, Clostridium coskatii or Clostridium ragsdalei.

3. A method for producing the non-naturally occurring acetogen of claim 1, said method comprising: altering at least five polynucleotides, wherein a first polynucleotide encodes a polypeptide having an activity of an alpha-acetolactate decarboxylase, a second polynucleotide encodes a polypeptide having an activity of a lactate dehydrogenase, and three or more polynucleotides encode polypeptides having activities selected from the group consisting of an aldehyde:ferredoxin oxidoreductase, a purine nucleoside phosphorylase, a dihydrolipoylprotein:nicotinamide adenine dinucleotide (NAD+) oxidoreductase, an L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase, an N2-Acetyl-L-ornithine amidohydrolase, a formate dehydrogenase and a nicotinamide adenine dinucleotide hydrogen (H)-dependent reduced ferredoxin:NADP+ oxidoreductase (Nfn) complex,wherein the polynucleotide alteration eliminates the activity of the encoded polypeptide.

4. The method of producing the non-naturally occurring acetogen of claim 3, wherein said altered polynucleotides encode: polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase and an aldehyde:ferredoxin oxidoreductase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase or a dihydrolipoylprotein:NAD+ oxidoreductase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, an aldehyde dehydrogenase and a purine nucleoside phosphorylase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, an 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA: L-glutamate N-acetyltransferase and a Nfn complex; orpolypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine amidohydrolase and a formate dehydrogenase.

5. The method of producing the non-naturally occurring acetogen of claim 3 wherein said Clostridium species is any one of Clostridium autoethanogenum, Clostridium ljungdahlii, Clostridium coskatii or Clostridium ragsdalei.

6. A method for biosynthesizing a hydrocarbon or functionally active derivatives thereof in the non- naturally occurring acetogen of claim 1, said method comprising enzymatically producing the hydrocarbon from a gaseous substrate in the non-naturally occurring acetogen.

7. The method of claim 6 wherein the hydrocarbon is a saturated or unsaturated 5 carbon branched structure derived from an isoprenoid.

8. The method of claim 6 wherein the hydrocarbon is isoprene.

9. The method of claim 6, wherein said altered polynucleotides encode: polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase and an aldehyde:ferredoxin oxidoreductase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase and a dihydrolipoylprotein:NAD+ oxidoreductase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, an aldehyde dehydrogenase and a purine nucleoside phosphorylase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase;polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a glutamate synthase, an L-Threonine acetaldehyde-lyase, an 2,6-Diaminoheptanedioate: 2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase and a Nfn complex; or polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine amidohydrolase and a formate dehydrogenase.

10. The method of claim 8 wherein isoprene is produced via a 2-hydroxyacyl-CoA dehydratase route via ldh and the altered polynucleotides encode polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a pyruvate formate lyase, a L-Aspartate ammonia-lyase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase and a N2-Acetyl-L-ornithine:L-glutamate N-acetyltransferase/Acetyl-CoA:L-glutamate N-acetyltransferase.

11. The method of claim 8 wherein isoprene is produced via a polyketide synthase route utilizing ldh and wherein said altered polynucleotides encode polypeptides having an activity of members selected from the group consisting an alpha-acetolactate decarboxylase, a lactate dehydrogenase and an aldehyde:ferredoxin oxidoreductase.

12. The method of claim 8 wherein isoprene is produced via a polyketide synthase route utilizing ldh and wherein said altered polynucleotides encode polypeptides having an activity of members selected from the group consisting of an alpha-acetolactate decarboxylase, a lactate dehydrogenase, a 2,6-Diaminoheptanedioate:2-oxoglutarate aminotransferase, an N2-Acetyl-L-ornithine amidohydrolase and a formate dehydrogenase.

13. The method of claim 6 wherein the gaseous substrate comprises a mixture of CO, CO2 and H2.

14. The method of claim 6 wherein the gaseous substrate comprises CO.

15. The method of claim 6, wherein said Clostridium species is any one of Clostridium autoethanogenum, Clostridium ljungdahlii, Clostridium coskatii or Clostridium ragsdalei.

16. A bio-derived hydrocarbon produced with an acetogen of claim 1.

17. A bio-derived, bio-based, or fermentation-derived product produced from an acetogen of claim 1, wherein said product comprises: (i) a composition comprising at least one bio-derived, bio-based, or fermentation-derived compound or any combination thereof;(ii) a bio-derived, bio-based, or fermentation-derived polymer comprising the bio-derived, bio-based, or fermentation-derived composition or compound of (i), or any combination thereof;(iii) a bio-derived, bio-based, or fermentation-derived cis-polyisoprene rubber, trans-polyisoprene rubber, or liquid polyisoprene rubber, comprising the bio-derived, bio-based, or fermentation-derived compound or bio-derived, bio-based, or fermentation-derived composition of (i), or any combination thereof or the bio-derived, bio-based, or fermentation-derived polymer of (ii), or any combination thereof;(iv) a molded substance obtained by molding the bio-derived, bio-based, or fermentation-derived polymer of (ii), or the bio-derived, bio-based, or fermentation-derived rubber of (iii), or any combination thereof;(v) a bio-derived, bio-based, or fermentation-derived formulation comprising the bio-derived, bio-based, or fermentation-derived composition of (i), the bio-derived, bio-based, or fermentation-derived compound of (i), the bio-derived, bio-based, or fermentation-derived polymer of (ii), the bio-derived, bio-based, or fermentation-derived rubber of (iii), or the bio-derived, bio-based, or fermentation-derived molded substance of (iv), or any combination thereof; or(vi) a bio-derived, bio-based, or fermentation-derived semi-solid or a non-semi-solid stream, comprising the bio-derived, bio-based, or fermentation-derived composition of (i), the bio-derived, bio-based, or fermentation-derived compound of (i), the bio-derived, bio-based, or fermentation-derived polymer of (ii), the bio-derived, bio-based, or fermentation-derived rubber of (iii), the bio-derived, bio-based, or fermentation-derived formulation of (iv), or the bio-derived, bio-based, or fermentation-derived molded substance of (v), or any combination thereof.