BiG-SLiCE: A highly scalable tool maps the diversity of 1.2 million biosynthetic gene clusters
Satria A Kautsar
Justin J J van der Hooft
Dick de Ridder
Marnix H Medema
GigaScience, 2021-1-13
Satria Kautsar
Kautsar Satria
/ Satria A Kautsar
/ SA Kautsar
ORCID: 0000-0002-9815-511X
antiSMASH 4.0-improvements in chemistry prediction and gene cluster boundary identification.
10.1093/nar/gkx319
PlantiSMASH: Automated identification, annotation and expression analysis of plant biosynthetic gene clusters
10.1093/nar/gkx305
An application framework for evaluating methods in biometrics systems
10.1109/ICODSE.2014.7062685
Unearthing a sesterterpene biosynthetic repertoire in the Brassicaceae through genome mining reveals convergent evolution
10.1073/pnas.1705567114
Genomic identification and analysis of specialized metabolite biosynthetic gene clusters in plants using plantiSMASH
10.1007/978-1-4939-7874-8_15
MIBiG 2.0: a repository for biosynthetic gene clusters of known function
10.1093/nar/gkz882
A computational framework to explore large-scale biosynthetic diversity
10.1038/s41589-019-0400-9
BiG-SLiCE: A Highly Scalable Tool Maps the Diversity of 1.2 Million Biosynthetic Gene Clusters
10.1101/2020.08.17.240838
Microbial natural product databases: moving forward in the multi-omics era
10.1039/D0NP00053A
BiG-FAM: the biosynthetic gene cluster families database
10.1093/nar/gkaa812
The antiSMASH database version 3: increased taxonomic coverage and new query features for modular enzymes
10.1093/nar/gkaa978
BiG-SLiCE: A highly scalable tool maps the diversity of 1.2 million biosynthetic gene clusters
10.1093/gigascience/giaa154
A global survey of specialized metabolic diversity encoded in bacterial genomes
10.1101/2021.08.11.455920
Justin van der Hooft
van der Hooft Justin
/ Justin J.J. van der Hooft
ORCID: 0000-0002-9340-5511
Structural elucidation of low abundant metabolites in complex sample matrices
10.1007/s11306-013-0519-8
Non-smoky GLYCOSYLTRANSFERASE1 prevents the release of smoky aroma from tomato fruit
10.1105/tpc.113.114231
Automatic chemical structure annotation of an LC-MSn based metabolic profile from green tea
10.1021/ac400861a
Substructure-based annotation of high-resolution multistage MSn spectral trees
10.1002/rcm.6364
Structural annotation and elucidation of conjugated phenolic compounds in black, green, and white tea extracts
10.1021/jf300297y
Structural elucidation and quantification of phenolic conjugates present in human urine after tea intake
10.1021/ac3017339
Spectral trees as a robust annotation tool in LC-MS based metabolomics
10.1007/s11306-011-0363-7
Metabolite identification using automated comparison of high-resolution multistage mass spectral trees
10.1021/ac2034216
Inhibitory activity of plumbagin produced by Drosera intermedia on food spoilage fungi
10.1002/jsfa.5522
A strategy for fast structural elucidation of metabolites in small volume plant extracts using automated MS-guided LC-MS-SPE-NMR
10.1002/mrc.2833
Thermal diffusivity of periderm from tomatoes of different maturity stages as determined by the concept of the frequency-domain open photoacoustic cell
10.1063/1.3530735
Polyphenol identification based on systematic and robust high-resolution accurate mass spectrometry fragmentation
10.1021/ac102546x
Iridoid and caffeoyl phenylethanoid glycosides of the endangered carnivorous plant Pinguicula lusitanica L. (Lentibulariaceae)
10.1016/j.bse.2009.05.003
Topic modeling for untargeted substructure exploration in metabolomics
10.1073/pnas.1608041113
Propagating annotations of molecular networks using in silico fragmentation
10.1371/journal.pcbi.1006089
Did a plant-herbivore arms race drive chemical diversity in Euphorbia?
10.1101/323014
Automatic Compound Annotation from Mass Spectrometry Data Using MAGMa.
10.5702/massspectrometry.S0033
Interactions of blacktea polyphenols with human gut microbiota: implications for gut and cardiovascular health
10.3945/ajcn.113.058263
Identification of a drimenol synthase and drimenol oxidase from Persicaria hydropiper, involved in the biosynthesis of insect deterrent drimanes
10.1111/tpj.13527
Enhanced Acylcarnitine Annotation in High-Resolution Mass Spectrometry Data: Fragmentation Analysis for the Classification and Annotation of Acylcarnitines
10.3389/fbioe.2015.00026
Rapid and sustained systemic circulation of conjugated gut microbiol catabolites after single-dose black tea extract consumption
10.1021/pr5001253
In Silico Prediction and Automatic LC–MSn Annotation of Green Tea Metabolites in Urine
10.1021/ac403875b
Unexpected differential metabolic responses of Campylobacter jejuni to the abundant presence of glutamate and fucose
10.1007/s11306-018-1438-5
Comprehensive mass spectrometry-guided plant specialized metabolite phenotyping reveals metabolic diversity in the cosmopolitan plant family Rhamnaceae
10.1101/463620
Deciphering complex metabolite mixtures by unsupervised and supervised substructure discovery and semi-automated annotation from MS/MS spectra
10.1101/491506
Accelerating metabolite identification in natural product research: toward an ideal combination of LC-HRMS/MS and NMR profiling, in silico databases and chemometrics
10.1021/acs.analchem.8b05112
Untargeted Mass Spectrometry-Based Metabolomics Tracks Molecular Changes in Raw and Processed Foods and Beverages
10.1101/347716
Absorption, metabolism, distribution and excretion of (−)-epicatechin: A review of recent findings
https://doi.org/10.1016/j.mam.2017.11.002
Metabolite Identification in Complex Mixtures Using Nuclear Magnetic Resonance Spectroscopy
10.1007/978-3-319-28275-6_6-2
Ms2lda.org: web-based topic modelling for substructure discovery in mass spectrometry
10.1093/bioinformatics/btx582
A comprehensive evaluation of the [2-14C](–)-epicatechin metabolome in rats
https://doi.org/10.1016/j.freeradbiomed.2016.08.001
The food metabolome: a window over dietary exposure
10.3945/ajcn.113.076133
Human studies on the absorption, distribution, metabolism, and excretion of tea polyphenols
10.3945/ajcn.113.058958
Unsupervised Discovery and Comparison of Structural Families Across Multiple Samples in Untargeted Metabolomics
10.1021/acs.analchem.7b01391
A community-driven paired data platform to accelerate natural product mining by combining structural information from genomes and metabolomes
10.18174/FAIRdata2018.16286
Implementations of the chemical structural and compositional similarity metric in R and Python
10.1101/546150
Comprehensive mass spectrometry-guided phenotyping of plant specialized metabolites reveals metabolic diversity in the cosmopolitan plant family Rhamnaceae
10.1111/tpj.14292
A genetical metabolomics approach for bioprospecting plant biosynthetic gene clusters
10.1186/s13104-019-4222-3
The Metabolomics Society—Current State of the Membership and Future Directions
10.3390/metabo9050089
Deciphering complex metabolite mixtures by unsupervised and supervised substructure discovery and semi-automated annotation from MS/MS spectra
10.1039/C8FD00235E
MolNetEnhancer: enhanced molecular networks by integrating metabolome mining and annotation tools
10.1101/654459
Substantial extracellular metabolic differences found between phylogenetically closely related probiotic and pathogenic strains of Escherichia coli
10.3389/fmicb.2019.00252
Assessing specialized metabolite diversity in the cosmopolitan plant genus Euphorbia l.
10.3389/fpls.2019.00846
Molnetenhancer: Enhanced molecular networks by integrating metabolome mining and annotation tools
10.3390/metabo9070144
In Silico Optimization of Mass Spectrometry Fragmentation Strategies in Metabolomics
10.3390/metabo9100219
MIBiG 2.0: a repository for biosynthetic gene clusters of known function
10.1093/nar/gkz882
Untargeted mass spectrometry-based metabolomics approach unveils molecular changes in raw and processed foods and beverages
10.1016/j.foodchem.2019.125290
The Natural Products Atlas: An Open Access Knowledge Base for Microbial Natural Products Discovery
10.1021/acscentsci.9b00806
Mass spectrometry searches using MASST
10.1038/s41587-019-0375-9
Assessing specialized metabolite diversity of Alnus species by a digitized LC–MS/MS data analysis workflow
10.1016/j.phytochem.2020.112292
Microbiome-derived carnitine mimics as previously unknown mediators of gut-brain axis communication
10.1126/sciadv.aax6328
Chemically-informed Analyses of Metabolomics Mass Spectrometry Data with Qemistree
10.1101/2020.05.04.077636
Linking genomics and metabolomics to chart specialized metabolic diversity
10.1039/D0CS00162G
Reproducible molecular networking of untargeted mass spectrometry data using GNPS
10.1038/s41596-020-0317-5
Decomposing metabolite set activity levels with PALS
10.1101/2020.06.07.138974
Ranking microbial metabolomic and genomic links in the NPLinker framework using complementary scoring functions
10.1101/2020.06.12.148205
Phenylpropane as an Alternative Dearomatizing Unit of Indoles: Discovery of Inaequalisines A and B Using Substructure-Informed Molecular Networking
10.1021/acs.orglett.0c02153
matchms - processing and similarity evaluation of mass spectrometry data
10.1101/2020.08.06.239244
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships
10.1101/2020.08.11.245928
BiG-SLiCE: A Highly Scalable Tool Maps the Diversity of 1.2 Million Biosynthetic Gene Clusters
10.1101/2020.08.17.240838
matchms - processing and similarity evaluation of mass spectrometry data.
10.21105/joss.02411
ReDU: a framework to find and reanalyze public mass spectrometry data
10.1038/s41592-020-0916-7
Feature-based molecular networking in the GNPS analysis environment
10.1038/s41592-020-0933-6
Rapid Development of Improved Data-dependent Acquisition Strategies
10.1101/2020.09.11.293092
Chemically informed analyses of metabolomics mass spectrometry data with Qemistree
10.1038/s41589-020-00677-3
Auto-deconvolution and molecular networking of gas chromatography–mass spectrometry data
10.1038/s41587-020-0700-3
The ant fungus garden acts as an external digestive system
10.1101/2020.11.18.389361
BiG-MAP: an automated pipeline to profile metabolic gene cluster abundance and expression in microbiomes
10.1101/2020.12.14.422671
BiG-SLiCE: A highly scalable tool maps the diversity of 1.2 million biosynthetic gene clusters
10.1093/gigascience/giaa154
Veterinary trypanocidal benzoxaboroles are peptidase-activated prodrugs
10.1371/journal.ppat.1008932
Comparative Metabologenomics Analysis of Polar Actinomycetes
10.3390/md19020103
Ranking Metabolite Sets by Their Activity Levels
10.3390/metabo11020103
Spec2Vec: Improved mass spectral similarity scoring through learning of structural relationships
10.1371/journal.pcbi.1008724
Rapid Development of Improved Data-Dependent Acquisition Strategies
10.1021/acs.analchem.0c03895
MS2DeepScore - a novel deep learning similarity measure for mass fragmentation spectrum comparisons
10.1101/2021.04.18.440324
Ranking microbial metabolomic and genomic links in the NPLinker framework using complementary scoring functions
10.1371/journal.pcbi.1008920
Metabolomics-Guided Elucidation of Plant Abiotic Stress Responses in the 4IR Era: An Overview
10.3390/metabo11070445
Chemical Gradients of Plant Substrates in an Atta texana Fungus Garden
10.1128/mSystems.00601-21
Comprehensive Large-Scale Integrative Analysis of Omics Data To Accelerate Specialized Metabolite Discovery
10.1128/mSystems.00726-21
Marnix H. Medema
Medema Marnix H.
ORCID: 0000-0002-2191-2821
antiSMASH
10.1007/978-1-4899-7478-5_703
Bioinformatics Approaches and Software for Detection of Secondary Metabolic Gene Clusters
10.1007/978-1-62703-122-6_2
Synthetic Biology in Streptomyces Bacteria
10.1016/b978-0-12-385075-1.00021-4
Computational approaches to natural product discovery
10.1038/nchembio.1884
Exploiting plug-and-play synthetic biology for drug discovery and production in microorganisms
10.1038/nrmicro2478
A Systematic Computational Analysis of Biosynthetic Gene Cluster Evolution: Lessons for Engineering Biosynthesis
10.1371/journal.pcbi.1004016
Comparative genome-scale metabolic modeling of actinomycetes: The topology of essential core metabolism
10.1016/j.febslet.2011.06.014
MultiMetEval: Comparative and Multi-Objective Analysis of Genome-Scale Metabolic Models
10.1371/journal.pone.0051511
The future of industrial antibiotic production: From random mutagenesis to synthetic biology
10.4161/bbug.2.4.16114
Metabolomics methods for the synthetic biology of secondary metabolism
10.1016/j.febslet.2012.02.008
Computational tools for the synthetic design of biochemical pathways
10.1038/nrmicro2717
A predicted physicochemically distinct sub-proteome associated with the intracellular organelle of the anammox bacterium Kuenenia stuttgartiensis
10.1186/1471-2164-11-299
Genome-wide gene expression changes in an industrial clavulanic acid overproduction strain of Streptomyces clavuligerus
10.1111/j.1751-7915.2010.00226.x
Denitrifying bacteria anaerobically oxidize methane in the absence of Archaea
10.1111/j.1462-2920.2008.01724.x
Insights into Secondary Metabolism from a Global Analysis of Prokaryotic Biosynthetic Gene Clusters
10.1016/j.cell.2014.06.034
Pep2Path: Automated Mass Spectrometry-Guided Genome Mining of Peptidic Natural Products
10.1371/journal.pcbi.1003822
antiSMASH 3.0—a comprehensive resource for the genome mining of biosynthetic gene clusters
10.1093/nar/gkv437
Design-based re-engineering of biosynthetic gene clusters: plug-and-play in practice
10.1016/j.copbio.2013.03.006
Functional Exchangeability of Oxidase and Dehydrogenase Reactions in the Biosynthesis of Hydroxyphenylglycine, a Nonribosomal Peptide Building Block
10.1021/sb500368w
antiSMASH 2.0--a versatile platform for genome mining of secondary metabolite producers
10.1093/nar/gkt449
antiSMASH: rapid identification, annotation and analysis of secondary metabolite biosynthesis gene clusters in bacterial and fungal genome sequences
10.1093/nar/gkr466
The Sequence of a 1.8-Mb Bacterial Linear Plasmid Reveals a Rich Evolutionary Reservoir of Secondary Metabolic Pathways
10.1093/gbe/evq013
MS/MS networking guided analysis of molecule and gene cluster families
10.1073/pnas.1303471110
Detecting Sequence Homology at the Gene Cluster Level with MultiGeneBlast
10.1093/molbev/mst025
Complete Genome Sequence of the Frog Pathogen Mycobacterium ulcerans Ecovar Liflandii
10.1128/jb.02132-12
NRPSpredictor2--a web server for predicting NRPS adenylation domain specificity
10.1093/nar/gkr323
Mechanisms and Evolution of Control Logic in Prokaryotic Transcriptional Regulation
10.1128/mmbr.00037-08
Genomic mutational analysis of the impact of the classical strain improvement program on β-lactam producing Penicillium chrysogenum.
10.1186/s12864-015-2154-4
Leucanicidin and endophenasides result from methyl-rhamnosylation by the same tailoring enzymes in Kitasatospora sp. MBT66
10.1021/acschembio.5b00801
Computational strategies for genome-based natural product discovery and engineering in fungi
10.1016/j.fgb.2016.01.006
The antiSMASH database, a comprehensive database of microbial secondary metabolite biosynthetic gene clusters
10.1093/nar/gkw960
Indexing the Pseudomonas specialized metabolome enabled the discovery of poaeamide B and the bananamides
10.1038/nmicrobiol.2016.197
Editorial: Synthetic biology and bioinformatics
10.1039/c6np90031c
plantiSMASH: automated identification, annotation and expression analysis of plant biosynthetic gene clusters
10.1093/nar/gkx305
Genome-based exploration of the specialized metabolic capacities of the genus Rhodococcus
10.1186/s12864-017-3966-1
Mining prokaryotes for antimicrobial compounds: from diversity to function
10.1093/femsre/fux014
Recent development of antiSMASH and other computational approaches to mine secondary metabolite biosynthetic gene clusters
10.1093/bib/bbx146
Standardization for natural product synthetic biology
10.1039/c6np00030d
Computational genomic identification and functional reconstitution of plant natural product biosynthetic pathways
10.1039/c6np00035e
Draft Genome Sequence of a Porcine Commensal, Rothia nasimurium , Encoding a Nonribosomal Peptide Synthetase Predicted To Produce the Ionophore Antibiotic Valinomycin
10.1128/genomea.00453-17
SANDPUMA: ensemble predictions of nonribosomal peptide chemistry reveal biosynthetic diversity across Actinobacteria
10.1093/bioinformatics/btx400
Collaborating with Undergraduates To Contribute to Biochemistry Community Resources
10.1021/acs.biochem.7b00872
Road MAPs to engineer host microbiomes.
10.1016/j.mib.2017.11.023
Genome-wide analysis of bacterial determinants of plant growth promotion and induced systemic resistance by Pseudomonas fluorescens.
10.1111/1462-2920.13927
Unearthing a sesterterpene biosynthetic repertoire in the Brassicaceae through genome mining reveals convergent evolution.
10.1073/pnas.1705567114
antiSMASH 4.0-improvements in chemistry prediction and gene cluster boundary identification.
10.1093/nar/gkx319
Comprehensive curation and analysis of fungal biosynthetic gene clusters of published natural products.
10.1016/j.fgb.2016.01.012
Exploration and exploitation of the environment for novel specialized metabolites.
10.1016/j.copbio.2018.01.017
Computational Genomics of Specialized Metabolism: from Natural Product Discovery to Microbiome Ecology
10.1128/mSystems.00182-17
Analysis of the Pseudouridimycin Biosynthetic Pathway Provides Insights into the Formation of C-nucleoside Antibiotics.
10.1016/j.chembiol.2018.02.008
HEx: A heterologous expression platform for the discovery of fungal natural products.
10.1126/sciadv.aar5459
luxR Homolog-Linked Biosynthetic Gene Clusters in Proteobacteria.
10.1128/msystems.00208-17
A Pressure Test to Make 10 Molecules in 90 Days: External Evaluation of Methods to Engineer Biology.
10.1021/jacs.7b13292
Evolution and Diversity of Biosynthetic Gene Clusters in Fusarium.
10.3389/fmicb.2018.01158
Involvement of Burkholderiaceae and sulfurous volatiles in disease-suppressive soils.
10.1038/s41396-018-0186-x
Genomic Identification and Analysis of Specialized Metabolite Biosynthetic Gene Clusters in Plants Using PlantiSMASH.
10.1007/978-1-4939-7874-8_15
A standardized workflow for submitting data to the Minimum Information about a Biosynthetic Gene cluster (MIBiG) repository: prospects for research-based educational experiences
10.1186/s40793-018-0318-y
The antiSMASH database version 2: a comprehensive resource on secondary metabolite biosynthetic gene clusters
10.1093/nar/gky1060
Comprehensive mass spectrometry-guided plant specialized metabolite phenotyping reveals metabolic diversity in the cosmopolitan plant family Rhamnaceae
10.1101/463620
Mining bacterial genomes to reveal secret synergy
10.1074/jbc.H118.006669
Computational identification of co-evolving multi-gene modules in microbial biosynthetic gene clusters
10.1038/s42003-019-0333-6
Comprehensive mass spectrometry-guided plant specialized metabolite phenotyping reveals metabolic diversity in the cosmopolitan plant family Rhamnaceae
10.1111/tpj.14292
A genetical metabolomics approach for bioprospecting plant biosynthetic gene clusters
10.1186/s13104-019-4222-3
antiSMASH 5.0: updates to the secondary metabolite genome mining pipeline
10.1093/nar/gkz310
MolNetEnhancer: enhanced molecular networks by integrating metabolome mining and annotation tools
10.1101/654459
BiosyntheticSPAdes: Reconstructing Biosynthetic Gene Clusters From Assembly Graphs
10.1101/gr.243477.118
Genome Mining Approaches to Bacterial Natural Product Discovery
10.1016/b978-0-12-409547-2.14627-x
Computer-aided re-engineering of nonribosomal peptide and polyketide biosynthetic assembly lines
10.1039/C9NP00021F
PlantiSMASH: automated identification, annotation and expression analysis of plant biosynthetic gene clusters
10.1101/083535
MolNetEnhancer: Enhanced Molecular Networks by Integrating Metabolome Mining and Annotation Tools
10.3390/metabo9070144
Assessing Specialized Metabolite Diversity in the Cosmopolitan Plant Genus Euphorbia L.
10.3389/fpls.2019.00846
Pathogen-induced activation of disease-suppressive functions in the endophytic root microbiome
10.1126/science.aaw9285
MIBiG 2.0: a repository for biosynthetic gene clusters of known function
10.1093/nar/gkz882
A metabolic pathway for bile acid dehydroxylation by the gut microbiome
10.1101/758557
Coevolution-based prediction of protein-protein interactions in polyketide biosynthetic assembly lines
10.1101/669291
The Natural Products Atlas: An Open Access Knowledge Base for Microbial Natural Products Discovery
10.1021/acscentsci.9b00806
Cultivation and functional characterization of 79 planctomycetes uncovers their unique biology
10.1038/s41564-019-0588-1
Global analysis of adenylate-forming enzymes reveals β-lactone biosynthesis pathway in pathogenic Nocardia
10.1101/856955
Drivers of metabolic diversification: how dynamic genomic neighbourhoods generate new biosynthetic pathways in the Brassicaceae
10.1111/nph.16338
Microbial and volatile profiling of soils suppressive to Fusarium culmorum of wheat
10.1098/rspb.2019.2527
Computational genomic discovery of diverse gene clusters harboring Fe-S flavoenzymes in anaerobic gut microbiota
10.1101/2020.03.06.976126
RRE-Finder: A Genome-Mining Tool for Class-Independent RiPP Discovery
10.1101/2020.03.14.992123
Linking genomics and metabolomics to chart specialized metabolic diversity
10.1039/D0CS00162G
Computational genomic discovery of diverse gene clusters harbouring Fe-S flavoenzymes in anaerobic gut microbiota
10.1099/mgen.0.000373
ARTS 2.0: feature updates and expansion of the Antibiotic Resistant Target Seeker for comparative genome mining
10.1093/nar/gkaa374
Integration of machine learning and pan-genomics expands the biosynthetic landscape of RiPP natural products
10.1101/2020.05.19.104752
Ecology and genomics of Actinobacteria: new concepts for natural product discovery
10.1038/s41579-020-0379-y
The planctomycete Stieleria maiorica Mal15T employs stieleriacines to alter the species composition in marine biofilms
10.1038/s42003-020-0993-2
BiG-SLiCE: A Highly Scalable Tool Maps the Diversity of 1.2 Million Biosynthetic Gene Clusters
10.1101/2020.08.17.240838
Global analysis of adenylate-forming enzymes reveals β-lactone biosynthesis pathway in pathogenic Nocardia
10.1074/jbc.RA120.013528
Microbial natural product databases: moving forward in the multi-omics era
10.1039/D0NP00053A
Author Correction: The planctomycete Stieleria maiorica Mal15T employs stieleriacines to alter the species composition in marine biofilms
10.1038/s42003-020-01228-1
RRE-Finder: a Genome-Mining Tool for Class-Independent RiPP Discovery
10.1128/mSystems.00267-20
Author Correction: The planctomycete Stieleria maiorica Mal15T employs stieleriacines to alter the species composition in marine biofilms
10.1038/s42003-020-01271-y
BiG-FAM: the biosynthetic gene cluster families database
10.1093/nar/gkaa812
Coevolution-based prediction of protein–protein interactions in polyketide biosynthetic assembly lines
10.1093/bioinformatics/btaa595
The antiSMASH database version 3: increased taxonomic coverage and new query features for modular enzymes
10.1093/nar/gkaa978
Pan-genome analysis and ancestral state reconstruction of class halobacteria: probability of a new super-order
10.1038/s41598-020-77723-6
BiG-MAP: an automated pipeline to profile metabolic gene cluster abundance and expression in microbiomes
10.1101/2020.12.14.422671
Expansion of RiPP biosynthetic space through integration of pan-genomics and machine learning uncovers a novel class of lanthipeptides
10.1371/journal.pbio.3001026
BiG-SLiCE: A highly scalable tool maps the diversity of 1.2 million biosynthetic gene clusters
10.1093/gigascience/giaa154
The year 2020 in natural product bioinformatics: an overview of the latest tools and databases
10.1039/D0NP00090F
Do size and shape matter? Exploring the interactions and the metabolome of the soil isolate Hylemonella gracilis
10.1101/2021.02.11.430889
A systematic analysis of metabolic pathways in the human gut microbiota
10.1101/2021.02.25.432841
Omics-based strategies to discover novel classes of RiPP natural products
10.1016/j.copbio.2020.12.008
Evolution of combinatorial diversity in trans-acyltransferase polyketide synthase assembly lines across bacteria
10.1038/s41467-021-21163-x
The Surfactin-Like Lipopeptides From Bacillus spp.: Natural Biodiversity and Synthetic Biology for a Broader Application Range
10.3389/fbioe.2021.623701
Mining metagenomes for natural product biosynthetic gene clusters: unlocking new potential with ultrafast techniques
10.1101/2021.01.20.427441
Extracting the GEMs: Genotype, Environment, and Microbiome Interactions Shaping Host Phenotypes
10.3389/fmicb.2020.574053
A mammalian commensal of the oropharyngeal cavity produces antibiotic and antiviral valinomycin in vivo
10.21203/rs.3.rs-126949/v1
A biaryl-linked tripeptide from Planomonospora reveals a widespread class of minimal RiPP gene clusters
10.1016/j.chembiol.2020.11.009
cblaster: a remote search tool for rapid identification and visualisation of homologous gene clusters
10.1101/2020.11.08.370601
antiSMASH 6.0: improving cluster detection and comparison capabilities
10.1093/nar/gkab335
The gutSMASH web server: automated identification of primary metabolic gene clusters from the gut microbiota
10.1093/nar/gkab353
Mining genomes to illuminate the specialized chemistry of life
10.1038/s41576-021-00363-7
Dominant drivers of the human plasma metabolome
10.21203/rs.3.rs-688716/v1
A global survey of specialized metabolic diversity encoded in bacterial genomes
10.1101/2021.08.11.455920
cblaster: a remote search tool for rapid identification and visualization of homologous gene clusters
10.1093/bioadv/vbab016
