grant

Discovering novel natural products from fungal species

Organization CHEMIA BIOSCIENCES, INC.Location PITTSBURGH, UNITED STATESPosted 1 Sept 2024Deadline 31 Aug 2026
NIHUS FederalResearch GrantFY20246-MethylcompactinActive SitesAmino AcidsAnabolismAnti-Bacterial AgentsAntibiotic AgentsAntibiotic DrugsAntibiotic ResistanceAntibioticsAnzataxAsotaxBacteriaBacterial natural productsBacterial-derived natural productBenchmarkingBest Practice AnalysisBiochemical ReactionBiologic SciencesBiological SciencesBioscienceBlood PoisoningBristaxolChemical FractionationChemicalsChemistryCholesterolClinicalCloud ServiceComputer AnalysisComputing MethodologiesCyclosporinesCyclosporinsDataData BasesDatabasesDrugsESKAPEESKAPE pathogensEnzymatic ReactionEnzyme GeneEnzymesFRACNFinding natural productsFractionationFractionation RadiotherapyFungal GenomeFungal natural productsFungi natural productGene ClusterGenesGenomeGoalsGonococcal InfectionGonorrheaHPLCHealth Care CostsHealth CostsHealthcare CostsHigh Performance Liquid ChromatographyHigh Pressure Liquid ChromatographyHigh Speed Liquid ChromatographyHuman Cell LineImmunosuppressantsImmunosuppressive AgentsImmunosuppressive drugImmunosuppressive treatmentInfectionInvestigatorsLettersLicensingLife SciencesLovastatinM tuberculosis infectionM. tb infectionM. tuberculosis infectionM.tb infectionM.tuberculosis infectionMTB infectionMarketingMass Photometry/Spectrum AnalysisMass SpectrometryMass SpectroscopyMass SpectrumMass Spectrum AnalysesMass Spectrum AnalysisMedicationMedicineMethodsMevinolinMicrobial Bioactive CompoundMicrobial Secondary MetaboliteMicrobial natural productMicrobial-Derived CompoundMiningMiscellaneous AntibioticModernizationModificationMolecularMonacolin KMycobacterium tuberculosis (MTB) infectionMycobacterium tuberculosis infectionNatural ExtractNatural Product DrugNatural ProductsNatural product discoveryNatural products from bacteriaOrganismPaclitaxelPaclitaxel (Taxol)PathogenicityPatientsPenicillinsPeptidesPharmaceutical PreparationsPhenotypePneumoniaPraxelProcessPublic HealthResearch PersonnelResearchersResistance to antibioticsResistant to antibioticsRunningSepticemiaServicesStructureTB infectionTaxolTaxol ATaxol KonzentratTechniquesTechnologyTherapeuticTherapeutic FungicidesTimeToxic effectToxicitiesTuberculosisUnited StatesValidationVariantVariationWorld Health Organizationadenylateaminoacidanti-bacterialanti-canceranti-fungalanti-fungal agentsanti-fungal drugantibiotic drug resistanceantibiotic resistantantibiotic resistant pathogenbenchmarkbiosynthesiscommercial applicationcomputational analysescomputational analysiscomputational methodologycomputational methodscomputer analysescomputer based methodcomputer methodscomputing methodcostcost effectivedata basedata to traindataset to traindevelop softwaredeveloping computer softwarediscovery miningdisseminated TBdisseminated tuberculosisdrug developmentdrug resistant pathogendrug/agenteffective therapyeffective treatmentfood-born illnessfood-borne diseasefood-borne illnessfoodborn illnessfoodborne diseasefoodborne illnessfungusimmune suppressive agentimmune suppressorimmunosuppressive substanceimmunosuppressorinfection due to Mycobacterium tuberculosisliterature miningliterature searchingliving systemmachine learning based methodmachine learning methodmachine learning methodologiesmevacormicrobes genomemicrobialmicrobial genomemicrobial productsmicroorganismmonomernatural antimicrobialnaturally occurring productnovelpathogenpeptide structurepre-clinicalpreclinicalprediction algorithmproductivity lossprogramsprotein complexrecruitscreeningscreeningssepticaemiasepticemicsmall moleculesoftware developmentsuccesstext miningtext searchingtraining datatuberculosis infectiontuberculous spondyloarthropathyvalidations
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Full Description

Project Summary.
Antibiotic resistance is becoming a major public health problem worldwide, with antibiotic resistant pathogens

infecting hundreds of millions and killing over a million patients worldwide each year. Infections such as

pneumonia, tuberculosis, blood poisoning, gonorrhoea, and foodborne diseases are becoming harder or

impossible to treat with the existing medicine. Majority of antibiotics currently in clinical use are natural products

or their derivatives. However, recently discovery of natural products with novel mechanisms to kill pathogens

have become more challenging due to the high rate of rediscovery of known molecules, as the traditional

technologies only capture the highest abundant molecular products of microbial isolates. The introduction of

modern sequencing technologies and genome mining in early 2000 has revolutionized the field of natural product

discovery. While these technologies have revealed millions of biosynthetic gene clusters (BGCs, clusters of

genes that encode for natural products) in microbial genomes, currently these methods cannot predict the

precise action of enzymes in BGCs, and therefore fail to correctly predict the final molecular product of BGCs.

Chemia Biosciences is developing technologies to predict the molecular product of these BGCs based on high-

throughput mass spectrometry data collected on extracts of microbial cultures. In the past, the PI and co-PI have

developed techniques for identifying known and discovering novel bacterial natural products by a computational

analysis of mass spectrometry data. The main goal of this proposal is to develop methods for discovering novel

fungal natural products, a biomedically important class of natural products that include antibacterial penicillin,

antifungal echinocandin, anticancer paclitaxel, immunosuppressant cyclosporin, and cholesterol-lowering

medication lovastatin. The software developed in the course of this proposal will be available to partners as a

cloud service.

Grant Number: 1R43GM154504-01
NIH Institute/Center: NIH

Principal Investigator: Bahar Behsaz

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