The present application is being filed along with a Sequence Listing in electronic format. The Sequence Listing is provided as a file entitled MSIBIS0004USC1SEQ.TXT, created on Jul. 6, 2007 which is 4 Kb in size. The information in the electronic format of the sequence listing is incorporated herein by reference in its entirety.
The present invention is directed to methods for the use of mass spectrometry for the identification of molecules with functional activity toward biomolecular targets. These methods can be performed in parallel with methods for the use of mass spectrometry for screening biochemical samples such as extracts, lysates or broths for individual compounds that bind to a selected target.
The characterization of biologically active fractions from collections of natural products presents many challenges. The many issues include detection of active compounds present at low concentrations in a background of other active species and “false” positives resulting from the summed activity of many weakly active compounds. Historically, mixtures of similar compounds are separated using chromatographic methods prior to screening.
Electrospray ionization mass spectrometry (ESI-MS) can be used as a rapid screening method for identification of active compounds from crude mixtures. ESI-MS allows the simultaneous analysis of mixtures of compounds based on their unique molecular masses. In addition, active compounds can be identified directly from their noncovalent complexes with the target molecules. Control targets can be included in the screening mixture to provide a measure of binding specificity. ESI-MS has high sensitivity and resolving power that facilitates the analysis of trace levels of complex mixtures and such analysis can be implemented in a high-throughput modality with the appropriate robotic interfaces.
At the core of this approach is the use of electrospray ionization (ESI) Fourier transform ion cyclotron resonance (FTICR) mass spectrometry (MS) to characterize noncovalent complexes comprised of a molecular target such as structured RNA or protein and a small molecule ligand. Mass measurements of the intact complex, exact mass measurements of the affinity-selected ligand and subsequent tandem MS measurements are used to gain insight into the composition and structure of the binding species.
Targeting structured RNA presents new opportunities for drug discovery. Structured RNA plays multiple essential roles in protein production. In addition to the role of mRNA carrying the linear coded message for translation into proteins, structured regions of certain mRNAs control the level of protein production by binding to proteins and binding of small molecules to these structures may actually increase protein production.
Many viral and cellular mRNAs contain a structured 5′-untranslated region that may be of interest as a drug target. This region, known as the internal ribosome entry site (IRES) enables binding to a ribosome and initiation of protein translation without the presence of a traditional 5′ cap.
One of the most studied and important structured RNA targets is the prokaryotic ribosomal RNA. The aminoglycoside class of antibiotics causes misreading of the genetic code by binding to the 16S RNA subunit of the prokaryotic ribosome. Binding occurs in a structured region of the 16S RNA known as the A-site.
Disclosed and claimed in U.S. Pat. Nos. 6,428,956, 6,656,690 and 6,770,486 (which are commonly owned and incorporated herein by reference in entirety) are methods for rapid determination of the binding of compounds to biomolecular targets in a massively parallel fashion using ESI-FTICR MS.
Also of interest in natural product fractions is the presence of molecules that bind to the biomolecular target of interest and possess some type of functional activity that causes a modification of the target and/or the binding molecule. These changes may include the addition or removal of a moiety to the target and/or the binding molecule, or cleavage of the target by enzymatic activity of the binding molecule. Examples of functional activities include but are not limited to: nuclease, protease, reductase, kinase, phosphatase, or transferase.
There remains an unmet need for methods for high-throughput characterization of molecules with functional activity from collections of natural products. The present invention satisfies this need.
The present invention is directed to a method for identification of a molecule with functional activity towards a biomolecular target in a biological sample comprising contacting a biomolecular target and a control biomolecular target with a biological sample, fractionating the biological sample to obtain a plurality of fractions, and analyzing one or more members of the plurality of fractions by mass spectrometry, wherein the results of the analyzing step indicate that the binding of a molecule has effected modification of the biomolecular target as a result of functional activity, wherein the molecule does not bind to the control biomolecular target and the control biomolecular target is not modified as a result of functional activity.
The present invention is also directed to a method for identifying a modified biomolecular target in a biological sample comprising: contacting a biomolecular target and a control biomolecular target with a biological sample, fractionating the biological sample to obtain a plurality of fractions, analyzing the plurality of fractions by mass spectrometry, determining the mass spectral peak intensity ratio of the control biomolecular target to the biomolecular target for the plurality of fractions, identifying fractions with changes in the peak intensity ratio which indicate specific binding of a molecule to the biomolecular target, identifying within the fractions with changes in the peak intensity ratio one or more additional peaks, comparing the molecular masses of the one or more additional peaks with calculated molecular masses of one or more putative modified biomolecular targets wherein a molecular mass match between a member of the one or more additional peaks and a putative modified biomolecular target identifies the modified biomolecular target.
In one embodiment of the present invention, a molecule with functional activity towards a biomolecular target in a biological sample is identified by contacting a biomolecular target and a control biomolecular target with a biological sample, fractionating the biological sample to obtain a plurality of fractions, and analyzing one or more members of the plurality of fractions by mass spectrometry, wherein the results of the analyzing step indicate that the binding of a molecule has effected modification of the biomolecular target as a result of functional activity, wherein said molecule does not bind to the control biomolecular target and the control biomolecular target is not modified as a result of functional activity.
Another embodiment of the present invention is a method for identifying a modified biomolecular target in a biological sample comprising: contacting a biomolecular target and a control biomolecular target with a biological sample, fractionating the biological sample to obtain a plurality of fractions, analyzing the plurality of fractions by mass spectrometry, determining the mass spectral peak intensity ratio of the control biomolecular target to the biomolecular target for the plurality of fractions, identifying fractions with changes in the peak intensity ratio which indicate specific binding of a molecule to the biomolecular target, identifying within the fractions with changes in the peak intensity ratio one or more additional peaks, comparing the molecular masses of the one or more additional peaks with calculated molecular masses of one or more putative modified biomolecular targets wherein a molecular mass match between a member of the one or more additional peaks and a putative modified biomolecular target identifies the modified biomolecular target.
As defined herein, “functional activity” refers to chemical or biochemical action of a chemical or biochemical entity on a biomolecular target which effects a defined change in the covalent structure of the biomolecular target. In some embodiments, the functional activity may be an activity such as protease, nuclease, reductase, kinase, phosphatase or transferase activity.
In some embodiments, the biomolecular target comprises nucleic acid or protein. The nucleic acid can be DNA or RNA either of which comprise a structured region. As defined herein, a “structured region” is a region exhibiting a defined secondary, tertiary, or quaternary structure.
In some embodiments, the biomolecular target is an RNA construct which comprises a structured region and the corresponding control biomolecular target comprises an RNA construct very similar in nature to the RNA construct with the exception that the structured region is absent. For example, as shown in
In some embodiments, the mass spectrometric analysis is carried out by a means that preserves the non-covalent interactions between the biomolecular target and the binding molecule. For example Electrospray (ESI) mass spectrometry provides a useful means for preserving such non-covalent interactions. FTICR mass spectrometry provides the necessary sensitivity to characterize the molecular weight of the binding species.
In some embodiments, the functional activity responsible for modification of the biomolecular target may arise from any kind of biomolecule. Classes of small molecules include but are not limited to: carbohydrates, aminoglycosides, macrolides and other natural products or metabolites. Other classes of biomolecules include proteins (including enzymes), complex carbohydrates and lipids. Functional activity may arise due to contact of a combination of biomolecules. For example, binding of a small molecule to a biomolecular target may induce a change in the three dimensional structure of the biomolecule which is then recognized by an enzyme which subsequently modifies the biomolecular target.
The functional activity may involve chemical or enzymatic cleavage of the biomolecular target, such as hydrolysis or addition or removal of a biochemical moiety such as a phosphate group, for example. As defined herein, a biochemical moiety is any chemical group that is found attached to common classes of biomolecules such as proteins, nucleic acids, lipids and carbohydrates.
As used herein, “biological sample” refers to a sample containing one or more biomolecules. Examples of biological samples include but are not limited to: lysates, broths, extracts, assay mixtures and the like.
A dried sample of American Type Culture Collection 14827 (ATCC14827), Streptomyces rimosus sp. paromomycinus, was dissolved and resuspended in 1 ml growth media (24 g corn meal, 11 g Soyabean flour, 4 g NH4Cl, 15 g CaCO3, 0.2 g MgSO4, 50 g D-glucose, 5 g soya oil in 1 liter H2O). One third of the suspension was used to inoculate 25 ml of sterile media in a 200 ml baffled flask. The culture was incubated in a shaker set at 30° C., 220 rpm for 4 days. Cells and insoluble media components were spun down and supernatant were subject to further analysis.
Samples were brought to 0.1% heptafluorobutyric acid (HFBA) by the addition of 1% HFBA. A Gilson HPLC system consisting of four 306 pumps and a Gilson 215 liquid handler was used to perform the separations. Sample injection volume was 3 mL. Separation was carried out using a 250×10 mm Phenomenex Aqua C18 column, with a 50×10 mm guard column. Components were eluted using 0.1% HFBA and a gradient of 0 to 40% Acetonitrile (ACN) at a flow rate of 3 mL/min. over 45 minutes. 1 mL fractions were collected every 20 seconds and were assayed without further preparation.
A chromatogram of HPLC reversed-phase fractionation is shown in
RNA constructs 16S and 16Sc (
The construct shown on the left in
The construct shown on the right in
Mass spectrometry was performed on a modified Bruker Daltonics (Billerica, Mass.) Apex II 70e electrospray ionization Fourier transform ion cyclotron resonance mass spectrometer equipped with an actively shielded 7 tesla superconducting magnet. Experiments were performed with the source at room temperature, the skimmer potential was held at 0 volts, the capillary exit potential was −126 volts, and other experimental parameters were as described in detail elsewhere (Sannes-Lowery, K. A.; Drader, J. J.; Griffey, R. H.; Hofstadler, S. A. TrAC, Trends Anal. Chem. 2000, 19, 481-491). Binding reactions were comprised of 15 μl of a solution containing 2.5 μM 16S and 16Sc in 100 mM NH4OAc and 33% isopropyl alcohol and 2 μl of the LC fraction in a 96-well microtiter plate. Under these conditions, the concentration of HFBA contributed by the HPLC fraction does not interfere with mass spectrometric analysis. The plates were vortexed briefly, and then incubated for 60 minutes at room temperature prior to analysis. Sample aliquots were injected directly from 96-well microtiter plates using a CTC HTS PAL autosampler (LEAP Technologies, Carrboro, N.C.). 20 FTICR scans from each well were co-added that, along with the overhead associated with the autosampler, resulted in an analysis time of 39 seconds/well or ˜1 hour/96-well plate.
Accurate mass measurements were performed using angiotensin and bradykinin peptides as internal mass standards. These measurements were obtained using a Bruker Apex 9.4 tesla mass spectrometer. The mass accuracy attained using these standards was ≦1 ppm. Samples were infused at 100 μL/hr in 1% formic acid/25% isopropanol.
An example of an embodiment of the present invention is illustrated by a model system comprising a bacterial broth extract from cultures of Streptomyces sp. (which are known to produce aminoglycoside antibiotics) and the E. coli 16S RNA A-site construct described in Example 3.
As is typical of ESI-MS spectra of oligonucleotides, low levels of Na+, K+, or NH4+ adducts are observed on both constructs (
The presence of both a specific (16S) and non-specific (16Sc) RNA construct enables the simultaneous determination of binding specificity between target and ligand. In the absence of ligand, the initial peak intensity ratio of 16Sc/16S was determined to be 0.3 as shown in the control spectrum shown in
The presence of specific and non-specific RNA binding species in a bacterial fermentation broth from S. rimus sp. paromomycinus was determined. Under these growth conditions the broth is expected to contain paromomycin. The UV chromatogram obtained during fractionation of S. rimus sp. Paromomycinus broth is shown in
The peak intensity ratio of 16Sc/16S RNA from MASS analysis of all 135 HPLC fractions was plotted as a function of elution time and is shown in
The screening results for fraction #131 (˜49.5 minutes) are shown in
In subsequent fractions, the peak intensity ratio of 16Sc/16S increased as higher concentrations of paromomycin eluted. At sufficiently high paromomycin concentrations the 16S target is completely converted to the 16S-paromomycin noncovalent complex and non-specific complexes between the 16Sc RNA and paromomycin are also observed, albeit at lower abundance (data not shown). In addition, during the peak of the paromomycin elution (e.g. fraction 138), masses consistent with one to four paromomycin molecules binding to 16S and 16Sc RNA were observed (data not shown).
Under conditions when a very high-affinity ligand is present at a high concentration relative to the target concentration, the 16Sc/16S peak intensity ratio may not be as informative because the binding experiment is being carried out under conditions in which the ligand concentration may be higher than the non-specific binding constant of the ligand to the 16Sc RNA. In such instances, one can either dilute the fractions that result in complete binding of the target, increase the target concentration, or perform a 2D separation of the fractions prior to re-screening. In any event, it is most prudent to re-screen fractions containing high concentrations of high affinity ligands as derivatives and/or isoforms of such ligands may not be chromatographically resolved from the primary binding species. This point is illustrated below with a thorough analysis of fraction 146.
MASS analysis of fraction 146 (˜54.7 minutes) is shown in
An accurate mass measurement of the presumed paromomycin ((M+H+)˜616) from fraction 146 was performed on a 9.4 tesla FTICR mass spectrometer. Mass accuracy with sub-ppm mass measurement error was achieved using internal mass standards. The mass was measured to be 616.3035±0.0006 (C23H46O14N5 calc 616.3036). MS/MS fragmentation of this species gave daughter ions consistent with those of paromomycin (data not shown). The MS/MS spectrum produced from isolation and fragmentation of the novel species generated a daughter ion at m/z 616. Further fragmentation of this daughter ion resulted in daughter ions consistent with those of paromomycin (Curcuruto, O.; Kennedy, G.; Hamdan, M. Org. Mass Spectrom. 1994, 29, 547-552; DeJohngh, D. C.; Hribar, J. D.; Hanessian, S.; Woo, P. W. K. J. Am. Chem. Soc. 1967, 89, 3364-3365; Goolsby, B. J.; Brodbelt, J. S. J. Mass Spectrom. 2000, 35, 1011-1024).
These data suggest that the 819 species is composed of a core paromomycin moiety that has been modified on one or more of its rings.
An additional observation was made from the experiment discussed in Example 5. Fractions 156 (˜58 Minutes) through 162 (˜60 Minutes) demonstrated relatively sharp peaks in the peak intensity ratio plot of 16Sc/16S (
These data suggest that, in addition to finding small molecules that bind to biomolecular targets of interest, the screening methods described herein can be used to identify natural product fractions with functional activity consistent with activities that include, but are not limited to: nuclease, protease, reductase, kinase, phosphatase, or transferase activities. It is expected that such functional activity may arise from the action of an enzyme, a non-proteinaceous molecule or a combination thereof.
A series of plant extracts were examined by the methods outlined in Examples 1-6 to identify fractions that contain functional activity towards the E. coli 16S A-Site.
Various modifications of the invention, in addition to those described herein, will be apparent to those skilled in the art from the foregoing description. Such modifications are also intended to fall within the scope of the appended claims. Each of the patents, applications, printed publications, and other published documents mentioned or referred to in this specification are incorporated herein by reference in their entirety. Those skilled in the art will appreciate that numerous changes and modifications may be made to the embodiments of the invention and that such changes and modifications may be made without departing from the spirit of the invention. It is therefore intended that the appended claims cover all such equivalent variations as fall within the true spirit and scope of the invention.
The present application is a continuation of U.S. patent application Ser. No. 10/922,739, filed Aug. 20, 2004; which claims priority benefit of U.S. Provisional Application 60/496,951, filed Aug. 20, 2003, each of which is hereby incorporated by reference in its entirety.
Number | Date | Country | |
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60496951 | Aug 2003 | US |
Number | Date | Country | |
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Parent | 10922739 | Aug 2004 | US |
Child | 11774463 | Jul 2007 | US |