FlyBase:Drosophila Online Resources

Atlases, Images and Videos

• Atlas of Drosophila Development, An Atlas following the main events of embryogenesis and post-embryonic development:
  Volker Hartenstein and Interactive Fly, Bethesda, MD, USA
• FlyBase Maps, A collection of illustrated and electron micrograph maps of polytene chromosomes for the 12 originally sequenced Drosophila species:
  FlyBase Maps
• FlyMove, an Image, Movie and Interactive Shockwave Resource:
  FlyMove, Muenster, Germany
• FlyPNS, D. melanogaster embryonic and larval peripheral nervous system:
  FlyPNS, UMPC, Paris, France and Columbia University, NY, USA
• FlyView, a Drosophila Image Database:
  FlyView, Muenster, Germany
• GETDB, a Gal4 enhancer trap database:
  GETDB, Kyoto Institute of Technology, Kyoto, Japan
• Jove, videos of experimental techniques:
  Jove, Journal of Visualized Experiments, USA
• MidgutAtlas, Gene expression in five pH-defined regions of the larval midgut of D. melanogaster:
  Dow laboratory, University of Glascow, Scotland, UK
• PeptideAtlas, a multi-organism, publicly accessible compendium of peptides identified in a large set of tandem mass spectrometry proteomics experiments:
  Seattle Proteome Center, Seattle, Washington, USA
• Virtual Fly Brain - A 3D brain browser with point and click searches for neurons, transgenes and phenotypes:
  Virtual Fly Brain, Edinburgh and Cambridge, UK

Cell Lines and Cell Culture

• Cellosaurus: A thesaurus of cell lines which attempts to list all cell lines used in biomedical research.
  Swiss Institute of Bioinformatics, Geneva, Switzerland
• DGRC: Cell Line Catalog:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC: Cell Culture Protocols:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC: Cell Culture FAQ Page:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC: Feeder Cells:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC: Fly Extract:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DRSC: General information about cell lines:
  DRSC, Harvard Medical School, Boston, MA, USA
• DSRC: Resource information about CRISPR modified cell lines:
  DRSC, Harvard Medical School, Boston, MA, USA
• DRSC: Protocol information about CRISPR modification of cell lines:
  DRSC, Harvard Medical School, Boston, MA, USA

CRISPRs and TALENs

• Addgene sgRNA Libraries: Pooled sgRNA libraries for pooled CRISPR cell screening
  Addgene, Watertown, MA, USA
• CCTop CRISPR/Cas9 optimum target finder:
  Center for Organismal Studies, Heidelberg University, Heidelberg, DE
• CHOPCHOP CRISPR/Cas9 target online predictor, mammalian and other major model organisms including fly:
  University of Bergen, Bergen, Norway
• CRISPR-ERA A Fast and Comprehensive Guide RNA Design Tool for Genome Editing, Repression and Activation:
  Lei Stanley Qi Lab and Xiaowo Wang Lab, Stanford University, Palo Alto, CA, USA
• CRISPR fly design -- reagents, protocols, and results from fly CRISPR/Cas experiments:
  Bullolk Lab, MRC Laboratory of Molecular Biology, Cambridge, UK
• CRISPResso2 CRISPR Design Tool:
  Broad Institute, Cambridge, MA, Harvard Medical School, Boston, MA, Massachusetts General Hospital, Boston, MA, Dana Farber Cancer Center, Boston, MA, Children's Hospital, Boston, MA
• CRISPRscan Novel scoring algorithm for selecting sgRNAs
  Giraldez Lab, Yale University, New Haven, CT, USA
• DGRC Cell lines and vector reagents for CRISPR:
  Drosophila Genomics Resource Center (DGRC), Indiana University, Bloomington, IN, USA
• DGRC sgRNA libraries:
  Drosophila Genomics Resource Center (DGRC), Indiana University, Bloomington, IN, USA
• DRSC CRISPR Efficiency Tool for Assessment of Designs:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• DRSC Find CRISPRs, Drosophila CRISPR gRNA design search tool:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• TRiP CRISPR fly stock information:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• DRSC cell-based CRISPR modification:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• E-CRISP, Design of CRISPR Constructs:
  DKFZ/Boutros lab, Heildelberg, Germany
• E-TALEN, Design of TALEN Constructs:
  DKFZ/Boutros lab, Heildelberg, Germany
• flyCRISPR, Overview:
  O'Connor-Giles, Wildonger, and Harrison Labs, University of Wisconsin-Madison, WI, USA
• flyCRISPR, Target Finder:
  O'Connor-Giles Lab, University of Wisconsin-Madison, WI, USA
• Genome Engineering by CRISPR/Cas9 in Drosophila:
  NIG/FLY/Ueda lab, Mishima, Japan
• Mojo Hand, A TALEN Design Tool:
  Ekker lab, Mayo Clinic, Rochester, MN, USA
• TALengineering.org, A Comprehensive Resource for Engineered TAL Effector Technology:
  Ekker lab, Joung Lab, MGH, Boston, USA
• TRiP: Overview of sgRNA vectors:
  TRiP, Harvard Medical School, Boston, MA, USA
• Zhang Lab CRISPR Plasmids Available from Addgene CRISPR Plasmids:
  Zhang Lab, MIT, Boston, MA, USA

Data Repositories

• Array Express - Functional Genomics Data:
  Array Express, EMBL-EBI, Hinxton, UK
• Berkeley Drosophila Genome Project (BDGP):
  BDGP, University of California, Berkeley, USA
• DDBJ, the DNA Data Bank of Japan:
  DDBJ, National Institute of Genetics, Mishima, Japan
• EMBL-EBI, The European Bioinformatics Institute:
  EMBL-EBI, Hinxton, UK
• ENA, European Nucleotide Archive:
  ENA, European Nucleotide Archive, EMBL-EBI, Hinxton, UK
• ENCODE, Encyclopedia of DNA Elements (including modENCODE and modERN):
  ENCODE, Stanford University, Stanford, USA
• Ensembl Genome Browser:
  EMBL-EBI, Hinxton, UK
• Gene Disruption Project (GDP):
  GDP, Baylor College of Medicine, Texas
  Schematic drawings of Transposons
• GenBank,the NIH genetic sequence database:
  GenBank, NCBI, Bethesda, USA
• GEO Datasets, Gene Expression Omnibus:
  NCBI, Bethesda, USA
• modERN, model organism Encyclopedia of Regulatory Networks:
  modERN, University of Washington, Seattle, USA
• NCBI, National Center for Biotechnology Information:
  Bethesda, MD USA
• NCBI Genome Data Viewer, A genome view of Drosophila melanogaster:
  NCBI, Bethesda, USA
• PubMed, Biomedical literature full-text archive:
  PubMed, NCBI, Bethesda, USA
• PubMed Central, Biomedical literature citations and abstracts:
  PubMed Central, NCBI, Bethesda, USA
• SRA, Sequence Read Archive:
  SRA, NCBI, Bethesda, MD, USA
• UCSC Genome Browser Gateway - D. melanogaster:
  UCSC Genome Browser, UC Santa Cruz, Santa Cruz, USA

DNA Reagents

• Addgene Highly requested Drosophila plasmids:
  Addgene, Watertown, MA, USA
• Addgene sgRNA Libraries: Pooled sgRNA libraries for pooled CRISPR cell screening
  Addgene, Watertown, MA, USA
• DNASU Drosophila plasmids:
  DNASU Plasmid Repository, Arizona State University, Tempe, AZ, USA
• DGRC DNA Clones Catalog:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Clone Collections:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Clone FAQ Page:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Clone Protocols:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Vectors Catalog:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Vectors FAQs Page:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• DGRC DNA Vectors Protocols:
  Drosophila Genomics Resource Center, Indiana University, Bloomington, IN, USA
• TRiP: VALIUM and WALIUM plasmid vector sets:
  TRiP, Harvard Medical School, Boston, MA, USA
• TRiP: Plasmid cloning protocols:
  TRiP, Harvard Medical School, Boston, MA, USA
• TRiP: Overview of sgRNA vectors:
  TRiP, Harvard Medical School, Boston, MA, USA

Drosophila Genomes Data and Metadata

• DroSpeGe, a view of Drosophila genome data, with genome maps and BLAST sequence search, for 12 species:
  Genome Informatics Lab, Indiana University, Bloomington, Indiana, USA
• List of Drosophila reference genome assemblies at FlyBase, NCBI and UCSC. File:DrosophilaGenomeAssemblies.xls (spreadsheet) Updated June 17, 2015
• D. albomicans Genome:
  D. albomicans Organism Overview, NCBI, USA
  D. albomicans Genome Assembly Report, NCBI, USA
  D. albomicans Genome Assembly Report, ENA, UK
• D. americana Genome:
  D. americana Organism Overview, NCBI, USA
  D. americana Genome Assembly Report, NCBI, USA
  D. americana Genome Assembly Report, ENA, UK
• D. ananassae Genome:
  D. ananassae Organism Overview, NCBI, USA
  D. ananassae Genome Assembly Report, NCBI, USA
  D. ananassae Genome Assembly Report, ENA, UK
• D. arizonae Genome:
  D. arizonae Organism Overview, NCBI, USA
  D. arizonae Genome Assembly and Annotation Report, NCBI, USA
  D. arizonae Genome Assembly Report, ENA, UK
• D. biarmipes Genome:
  D. biarmipes Organism Overview, NCBI, USA
  D. biarmipes Genome Assembly Report, NCBI, USA
  D. biarmipes Genome Assembly Report, ENA, UK
• D. bipectinata Genome:
  D. bipectinata Organism Overview, NCBI, USA
  D. bipectinata Genome Assembly Report, NCBI, USA
  D. bipectinata Genome Assembly Report, ENA, UK
• D. busckii Genome:
  D. busckii Organism Overview, NCBI, USA
  D. busckii Genome Assembly Report, NCBI, USA
  D. busckii Genome Assembly Report, ENA, UK
• D. erecta Genome:
  D. erecta Organism Overview, NCBI, USA
  D. erecta Genome Assembly Report, NCBI, USA
  D. erecta Genome Assembly Report, ENA, UK
• D. elegans Genome:
  D. elegans Organism Overview, NCBI, USA
  D. elegans Genome Assembly Report, NCBI, USA
  D. elegans Genome Assembly Report, ENA, UK
• D. eugracilis Genome:
  D. eugracilis Organism Overview, NCBI, USA
  D. eugracilis Genome Assembly Report, NCBI, USA
  D. eugracilis Genome Assembly Report, ENA, UK
• D. ficusphila Genome:
  D. ficusphila Organism Overview, NCBI, USA
  D. ficusphila Genome Assembly Report, NCBI, USA
  D. ficusphila Genome Assembly Report, ENA, UK
• D. grimshawi Genome:
  D. grimshawi Organism Overview, NCBI, USA
  D. grimshawi Genome Assembly Report, NCBI, USA
  D. grimshawi Genome Assembly Report, ENA, UK
• D. kikkawai Genome:
  D. kikkawai Organism Overview, NCBI, USA
  D. kikkawai Genome Assembly Report, NCBI, USA
  D. kikkawai Genome Assembly Report, ENA, UK
• D. melanogaster Genome:
  D. melanogaster Organism Overview, NCBI, USA
  D. melanogaster Genome Assembly Report, NCBI, USA
  D. melanogaster Genome Assembly Report, ENA, UK
• D. miranda Genome:
  D. miranda Organism Overview, NCBI, USA
  D. miranda Genome Assembly Report, NCBI, USA
  D. miranda Genome Assembly Report, ENA, UK
• D. mojavensis Genome:
  D. mojavensis Organism Overview, NCBI, USA
  D. mojavensis Genome Assembly Report, NCBI, USA
  D. mojavensis Genome Assembly Report, ENA, UK
• D. navojoa Genome:
  D. navojoa Organism Overview, NCBI, USA
  D. navojoa Genome Assembly Report, NCBI, USA
  D. navojoa Genome Assembly Report, ENA, UK
• D. persimilis Genome:
  D. persimilis Organism Overview, NCBI, USA
  D. persimilis Genome Assembly Report, NCBI, USA
  D. persimilis Genome Assembly Report, ENA, UK
• D. pseudoobscura Genome:
  D. pseudoobscura Organism Overview, NCBI, USA
  D. pseudoobscura Genome Assembly Report, NCBI, USA
  D. pseudoobscura Genome Assembly Report, ENA, UK
• D. rhopaloa Genome:
  D. rhopaloa Organism Overview, NCBI, USA
  D. rhopaloa Genome Assembly Report, NCBI, USA
  D. rhopaloa Genome Assembly Report, ENA, UK
• D. sechellia Genome:
  D. sechellia Organism Overview, NCBI, USA
  D. sechellia Genome Assembly Report, NCBI, USA
  D. sechellia Genome Assembly Report, ENA, UK
• D. simulans Genome:
  D. simulans Organism Overview, NCBI, USA
  D. simulans Genome Assembly Report, NCBI, USA
  D. simulans Genome Assembly Report, ENA, UK
• D. suzukii Genome:
  D. suzukii Organism Overview, NCBI, USA
  D. suzukii Genome Assembly Report, NCBI, USA
  D. suzukii Genome Assembly Report, ENA, UK
  D. suzukii SpottedWingFlyBase The Spotted Wing Drosophila Project, UC Davis and Oregon State University, USA
• D. takahashii Genome:
  D. takahashii Organism Overview, NCBI, USA
  D. takahashii Genome Assembly Report, NCBI, USA
  D. takahashii Genome Assembly Report, ENA, UK
• D. virilis Genome:
  D. virilis Organism Overview, NCBI, USA
  D. virilis Genome Assembly Report, NCBI, USA
  D. virilis Genome Assembly Report, ENA, UK
• D. willistoni Genome:
  D. willistoni Organism Overview, NCBI, USA
  D. willistoni Genome Assembly Report, NCBI, USA
  D. willistoni Genome Assembly Report, ENA, UK
• D. yakuba Genome:
  D. yakuba Organism Overview, NCBI, USA
  D. yakuba Genome Assembly Report, NCBI, USA
  D. yakuba Genome Assembly Report, ENA, UK]

Gene Expression Databases and Tools

• BDGP in situ, Patterns of gene expression in Drosophila embryogenesis:
  Gene expression database, BDGP, University of California, Berkeley, USA
• BGee Normal Gene Expression Data in Animals (based on RNA-Seq, Affymetrix, in situ hybridization, and EST data).
  SIB, Swiss Institute of Bioinformatics, University of Lausanne, Lausanne, Switzerland
• FlyAtlas2, for exploring how genes are expressed in the tissues of D. melanogaster:
  FlyAtlas2, University of Glasgow, Glasgow, UK
• FlyExpress, an Expression Pattern Search Engine:
  FlyExpress, Arizona State University, USA
• Fly-FISH, A Database of Drosophila Embryo mRNA Localizaton Patterns:
  Fly-FISH, University of Toronto, Toronto, Canada
• FlyGut-seq, a transcriptomic resource that complements the original Flygut website:
  Buchon Lab, Cornell University, Ithaca, NY, USA
• FlyLight, Expression Patterns of GAL4, LexA, and Split-GAL4 Driver Lines to enable the visualization and precise manipulation of individual cell types in the Drosophila nervous system:
  HHMI, Janelia Farms Research Campus
• FlyOde, FLY Organ Developmental Network:
  FlyOde, Bogazici University, Istanbul, Turkey
• flytrap, a database of P{GAL4} enhancer traps and their expression in brains:
  flytrap, University of Edinburgh, UK
• Gene Expression Levels by Cell Line (based on modENCODE data):
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• GEO Profiles, Gene Expression Omnibus:
  GEO, NCBI, Bethesda, MD USA
• MidgutAtlas, Gene expression in five pH-defined regions of the larval midgut of D. melanogaster:
  Dow laboratory, University of Glascow, Scotland, UK
• RNAMiner, A Bioinformatics Protocol for Mining Large RNA-Seq Transcriptomics Data:
  Cheng Lab, University of Missouri, Mizzou, Columbia, MO, USA

Gene Groups

• FlyBase Gene Groups, Manually curated reports on functionally related genes, based on the literature:
  Gene group list, FlyBase
• FlyBase Signaling Pathways, Manually curated reports on Signaling Pathways, based on the literature:
  Pathways list, FlyBase
• GLAD, an Online Database of Gene List Annotations for Drosophila:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• Interactive fly, Drosophila genes listed by biochemical function:
  Interactive Fly, Thomas Brody and Society for Developmental Biology, MD, USA
• Interactive fly, Maternally transcribed genes:
  Interactive Fly, Thomas Brody and Society for Developmental Biology, MD, USA
• Interactive fly, Zygotically transcribed genes:
  Interactive Fly, Thomas Brody and Society for Developmental Biology, MD, USA
• KEGG BRITE, Functional hierarchies and binary relationships of biological entities:
  KEGG, Kyoto University, Kyoto, Japan and University of Tokyo, Tokyo, Japan
• UCSC D. melanogaster Gene Sorter, displays tables of genes related by a variety of characteristics including protein-level homology, similarity of gene expression profiles, and genomic proximity.:
  UCSC Genome Informatics Group, University of California, Santa Cruz, Santa Cruz, CA, USA

General Bioinformatics Tools

• Addgene, Early Career Researcher Toolbox: Free Online Molecular Biology Tools:
  Addgene, Watertown, MA, USA
• ApE, A plasmid Editor:
  ApE, University of Utah, Salt Lake City, UT, USA
• Bioconductor, Open Source Software for Bioinformatics:
  Fred Hutchinson Cancer Research Center, Seattle, USA
• BioMart, Data Warehouse:
  BioMart, EMBL-EBI, OICR, SRSI
• Bioz, Insights and recommendations for products, equipment and assays:
  Palo Alto, CA, USA
• Cytoscape -- Network Data Integration, Analysis, and Visualization in a Box:
  Cytoscape, Cytoscape Consortium, Canada, France, and USA
• FlyMine, an Integrated Database for Drosophila and Anopheles Genomics:
  University of Cambridge, United Kingdom
• FlyNet, a network prioritization server for Drosophila melanogaster biology:
  NetBioLab, Yonsei University, Seoul, Korea
• GSEA, Gene Set Enrichment Analysis:
  GSEA, Broad Institute, Cambridge, MA, USA

Gene Set Enrichment Tools

Selected Gene Set Enrichment Tool Information

Tool	Backronym	Publication	Enrichment sets	Organism(s)	ID conversion	Multiple set enrichment available	Parallel gene list analysis	Custome background input	Stats	Visualisation	Other features	API	Update Notes	Help/tutorials
DAVID	Database for Annotation, Visualization and Integrated Discovery	PMID:35325185	Many (e.g. GO, interaction, domains, UniProt KeyWord, drug, human expression, disease, pathways)	Large coverage	Yes	Yes	No	Yes	p-value, Benjamini	Bar chart and limited gene/term bin heat map; will also group bar charts in sets	Manipulation of gene lists.	Yes	Updated ~twice yearly Updates	Tutorial
Enrichr	-	PMID:33780170	Many (e.g. GO, disease, interaction, domains, phenotype, pathways) Large no. of sets for human	Enrichr Human & mouse, sites for Mod-specific sets: FlyEnrichr (D.mel), YeastEnrichr (S.cerevisiae), WormEnrichr (C. elegans), FishEnrichr (D. rerio)	No	Yes	Yes	No	p-value, z-score	Bar chart, table	Analysis sharing feature. Other viewing features such as networks and gene-set similarity grid available for some set genes.	Yes	See New and Libraries	Help center
GO term finder	-	PMID:15297299	GO	Many see dropdown menu	Yes	No	No	Yes	p-value, Bonferroni, FDR	GO graph with heat map	Follows regulates, positively_regulates, negatively_regulates in GO. Select evidence codes to exclude (HTP not listed). Upload a custom gene association file. Open Source [1].	No	Updated with GO release (monthly)
GO/PANTHER	Gene Ontology; Protein ANalysis THrough Evolutionary Relationships	PMID:34717010	GO, GO Slim sets, PANTHER protein class, Reactome Pathways	Large coverage	No	No	Yes	Yes	p-value, FDR, Enrichment, Bonferroni, Fisher's Exact or Binomial test	Hierarchical viewer of enrichment table; some graphical representation: pie, bar chart	Can select set and statical method	No	Updated with GO release (monthly) and PANTHER release
g:Profiler/g:GOSt	-	PMID:31066453	GO, KEGG, REACTOME, WikiPathways, TRANSFAC, mirTarBase, Human Protein Atlas, CORUM, HPO	Large coverage	Yes	Yes	Yes	Yes	P value, tailor-made algorithm g:SCS, Bonferroni correction, Benjamini-Hochberg FDR.	Interactive Manhattan plot, heat map	Can select set and statical method, select to exclude electronic GO annotations and different gene sets to enrich for. Ortholog mapping R package	Yes	Regular updates News. Also has archived versions	Documentation
GOrilla	Gene Ontology enRIchment anaLysis and visuaLizAtion tool	PMID:19192299	GO	D. melanogaster, Arabidopsis, S.cerevisiae, C.elegans, zebrafish, human, mouse, rat	No	No	No	Yes	P-value, FDR q-value (Benjamini and Hochberg), enrichment	Heat map GO Graph view	Certain stats can be customised. Can run MF, BP, CC the same time but output is separated	No	?
PANGEA	PAthway, Network and Gene-set Enrichment Analysis	PMID:37125646	GO, gene groups, pathways, disease, protein complexes, phenotype, expression	D. melanogaster, C.elegans. zebrafish, human, mouse, rat	Yes	Yes	Yes	Yes	p-value, Bonferroni, Benjamini-Hochberg, Benjamini-Yekutieli	Heatmap, bar chart, network, dot plot	Customisable tables, selectable sets and interactive, customisable visualisation tools.	No	Updated every two months
WebGestalt	-	PMID:31114916	GO, pathways, PANTHER, MSigDB, PTMs, phenotype, chromosomal location, co-expression	Many (see dropdown list)	No	No	No	No	P value, FDR	Table, bar chart, volcano plot and GO graph. Can select different methods of analysis: over-representation analysis, GSEA, Network-Topology based.	GSEA for microarray data input, over-representation analysis for single GSEA or Network-topology based analysis (PPI network). Stand alone network viewer.	Yes	2019

Genome Sequencing Projects

• D. pseudoobscura genome project:
  D. pseudoobscura Human Genome Sequencing Center, Baylor College of Medicine, USA

Human Disease: Drosophila Models and Orthologous Genes

• AGR -- Alliance of Genome Resources:
  Alliance of Genome Resources, RGD, MGD, ZFIN, FlyBase, WormBase, SGD, GO consortium, USA and UK
• Bloomington Stock Center, Drosophila and Human Disease page:
  Bloomington Stock Center, Bloomington, IN, USA
• DIOPT-DIST, Disease-related Ortholog Tool:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• Drosophila as a Model for Human Diseases:
  Interactive Fly, Bethesda, MD, USA
• Drosophila Models of Human Disease, a blog by Stephanie Mohr and Annette Parks:
  flydiseasemodels.blogspot.com/
  
• FlyNet Human Disease Prioritization:
  NetBioLab, Yonsei University, Seoul, Korea
• Gene2Function:
  Gene2Function, Harvard Medical School, Boston, MA, USA
• HuDis, high confidence human disease gene - fly gene ortholog pairs:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• MARRVEL, Model organism Aggregated Resources for Rare Variant ExpLoration:
  MARRVEL, Baylor College of Medecine, Houston, TX, USA
• MORPHIN, Model ORganism Projected on a Human Integrated gene Network:
  MORPHIN, Lee Lab, Yonsei University, Korea and Marcotte Lab, University of Texas at Austin, USA.

Interaction and Pathway Databases

• BioCyc - FLY -- Curated Drosophila melanogaster Pathways:
  FlyCyc, Harvard University, Cambridge, USA
• BioGRID, The General Repository for Interaction Datasets:
  BioGRID, Mount Sinai Hospital, Toronto, Canada
• COMPLEAT, protein COMPLex Enrichment Analysis Tool:
  COMPLEAT, DRSC, Harvard Medical School, Boston, MA, USA
• DPiM, Drosophila Protein interaction Map:
  DPiM, Harvard University Medical School, Boston, MA, USA
• DroID, Drosophila Interactions Database:
  Drosophila Interaction Database, Detroit, USA
• FlyBase Signaling Pathways, Manually curated reports on Signaling Pathways, based on the literature:
  Pathways list, FlyBase
• FlyNet Gene Prioritization:
  NetBioLab, Yonsei University, Seoul, Korea
• FlyOde, FLY Organ Developmental Network:
  FlyOde, Bogazici University, Istanbul, Turkey
• HOMER, Software for motif discovery and next-gen sequencing analysis:
  HOMER, University of California at San Diego, San Diego, CA, USA
• IM Browser, Drosophila Interactions Database:
  IM Browser, Wayne State University, Detroit, MI, USA
• IntAct, Molecular Interaction Database:
  IntAct, EMBL-EBI, Hinxton, UK
• KEGG -- Kyoto Encyclopedia of Genes and Genomes:
  KEGG, Kyoto, Japan
• MIST -- Molecular Interactions Search Tool:
  MIST, Harvard Medical School, Boston, MA, USA
• Reactome Pathway Database:
  Reactome, OICR, Ontario, Canada, EMBL-EBI, UK, NYU Medical Center, NY, USA
• SignaLink, an integrated resource to analyze signaling pathway cross-talks, transcription factors, miRNAs and regulatory enzymes.:
  SignaLink, Earlham Institute, Norwich, UK
• STRING, Known and Predicted Protein-Protein Interactions
  STRING, SIB, Switzerland CPR, Denmark, and EMBL, Heidelberg, Germany
• WikiPathways, an open, public platform dedicated to the curation of biological pathways by and for the scientific community:
  WikiPathways, Gladstone Institute, San Francisco, CA, USA and Maastricht University, The Netherlands

Metabolomics

• FlyMet, A Tissue- and Sex-Specific Metabolomic Atlas and Database :
  FlyMet, University of Glasgow, Glasgow, Scotland

Miscellaneous

• AGR -- Alliance of Genome Resources:
  Alliance of Genome Resources, RGD, MGD, ZFIN, FlyBase, WormBase, SGD, GO consortium, USA and UK
• BioLitMine, Biological Literature Mining Tool for Human and Model Organisms:
  BioLitMine, Harvard Medical School, Boston, MA, USA
• Bionet Archives, a collection of bionet USENET newsgroups and parallel e-mail lists regarding Drosophila:
  Genome Informatics Lab, Indiana University, Bloomington, Indiana, USA
• DOR, Database of Olfactory Receptors:
  DOR, NCBS, Bangalore, India, AIST, Tokyo, Japan
• Drosophila App, A mobile application developed by Genesee for use in fly research:
  Android
• Drosophila Information Service:
  DIS, Norman, Oklahoma, USA
• Drosophila Species Photographs, Photographs of 133 species of Drosophila:
  Ehime University, Matsuyama, Japan
• Drosophila Workers Unite! A laboratory manual for working with Drosophila:
  Michele Markstein Lab, UMass Amherst, Amherst, MA, USA
• The Encyclopedia of North American Drosophilids Volume 1: Drosophilids of the Midwest and Northeast:
  by T. Werner, Michigan Technological University, Tessa Steenwinkel, Michigan Technological University, and J.Jaenike, University of Rochester
• Fly Art - A compendium of arty imagery, sculptures or poetry inspired by Drosophila or flies in the wider sense.:
  University of Manchester, Manchester, UK
• Fly Labs and References, a large list of fly labs and recent publications:
  Interactive Fly, Bethesda, MD, USA
• FlyTree, the Drosophila Researcher Genealogy has been incorporated into the Academic Tree Project:
  FlyTree, USA
• GenAge -- The Ageing Gene Database:
  Human Ageing Genomic Resources, Institute of Integrative Biology, Liverpool, UK
• Gene Lookup, Gene and Reagent Lookup:
  Gene Lookup, DRSC, Harvard Medical School, Boston, MA, USA
• GlyCosmos Portal, a Web portal aiming to integrate the glycosciences with the life sciences. It consists of Standards, Repositories and Data Resources, providing information about genes, proteins, lipids, pathways and diseases.:
  GlyCosmos, GlyCosmos is a member of the GlySpace Alliance, consisting of ExPASy Glycomics, GlyCosmos, and GlyGen
• Interactive Fly, A cyberspace guide to Drosophila development and metazoan evolution
  Interactive Fly, Bethesda, MD, USA
• Manchester Fly Facility, Resources - A compendium of information on Drosophila melanogaster as a model organism:
  University of Manchester, Manchester, UK
• Multiplex Fluorescent mRNA In Situ Hybridization, information on how to perform multiplex fluorescent mRNA in situ hybridization on Drosophila embryos:
  Bier and McGinnis Labs, UCSD, San Diego, California, USA
• What's hot today: Current papers in developmental biology and gene function:
  Interactive Fly, Bethesda, MD, USA
• The WWW Virtual Library--Drosophila:
  Drosophila Virtual Library

Non-coding (ncRNA) Databases and Tools

General

• NONCODE, An integrated knowledge database dedicated to ncRNAs, especially lncRNAs:
  NONCODE, Tsinghua University and Chinese Academy of Sciences, Beijing, China
• Rfam, A collection of RNA sequence families of structural RNAs including non-coding RNA genes as well as cis-regulatory elements :
  Rfam, EMBL-EBI, Hinxton, UK
• RNAcentral, Integrated access to a comprehensive and up-to-date set of non-coding RNA sequences provided by a collaborating group of Expert Databases :
  RNAcentral, EMBL-EBI, Hinxton, UK

lncRNA

• LncRBase V.2, a database of information about lncRNAs from 8 species (human, mouse, fly, zebrafish, rat, chicken, C.elegans and cow) :
  LncRBase, Bose Institute, West Bengal, India

miRNA

General

• miRBase, A searchable database of published miRNA sequences and annotations (current miBase release is 22 - last updated 2018):
  miRBase, University of Manchester, UK
  

NOTE - mirBase Release 21 (June 2014) uses old reference genome assemblies for D. melanogaster (Dmel_Release_5), D. simulans (Dsim_Release_1) and D. pseudoobscura (Dpse_Release_2). Linkouts from D. melanogaster miRNA genes to the Ensembl Genome browser (which displays Dmel_Release_6) will point to the old "Release_5" coordinates, which will be off the mark for many genes, especially those on X, 2R, 3R and 4 chromosomes.

• miRNEST, An integrated collection of miRNA predictions from high-throughput sequencing experiments and external database annotations (last updated 2015):
  miRNEST, The Adam Mickiewicz University in Poznan, Poznan, Poland
• Tools4miRs, Manually curated platform gathering methods for the broadly-defined miRNA analysis (last updated 2019):
  Tools4miRs, Polish Academy of Sciences and University of Warsaw, Warsaw, Poland
• TransmiR, A database of transcription factor-microRNA regulation (last updated 2018):
  TransmiR, Peking University Health Science Center, Peking, Chin

miRNA Target Prediction

• DIANA microT-CDS, MicroRNA Target Prediction:
  DIANA Tools, DIANA LAB, Athens, Greece
• MinoTar, Predict microRNA Targets in Coding Sequence (last updated 2010):
  MinoTar, DRSC, Harvard Medical School, Boston, MA, USA
• TargetScanFly, Prediction of microRNA targets based on miRNA seed region and target conservation (last updated 2012):
  TargetScanFly, Whitehead Institute and MIT Dept. of Biology, Cambridge, MA, USA

Validated miRNA Targets

• DIANA TarBase, MicroRNA Target Database (last updated 2017):
  DIANA TarBase, DIANA LAB, Athens, Greece
• miRecords, A database of experimentally validated miRNA targets curated from literature (last updated 2009):
  miRecords, University of Minnesota, Minneapolis, MN, USA
• miRTex, A text-mining system that extracts miRNA-gene regulation relations and miRNA-target relations from literature (last updated 2017):
  miRTex, University of Delaware, Newark, DE, USA

Comparative miRNA Analysis

• microRNAviewer, A global view of homologous miRNA genes in many species (last updated 2012):
  microRNAviewer, Tel Aviv University, Tel Aviv, Israel

rRNA

• SILVA, High quality ribosomal RNA databases (last updated 2020):
  SILVA, Max Planck Institute for Marine Microbiology and Jacobs University, Bremen, Germany

tRNA

• tRFdb, A relational database of Transfer RNA related Fragments:
  tRFdb, Dutta lab, University of Virginia, Charlottesville, VA, USA

snoRNA

• snOPY, a snoRNA orthological gene database providing comprehensive information about snoRNAs, snoRNA gene loci and target RNAs.:
  snOPY, University of Miyazaki, Japan

SRP RNA

• SRPDB, Signal Recognition Particle Database:
  SRPDB, University of Texas Health Science Center, San Antonio, USA

Ontology Resources

• BioPortal, a biomedical ontologies repository and browser:
  BioPortal, The National Center for Biomedical Ontology, USA
• Disease Ontology (DO), ontology of disease terms:
  Disease Ontology
• Gene Ontology Consortium (GO)
  Gene Ontology Consortium
• GOrilla -- Gene Ontology enRIchment and anaLysis and viuaLizAtion tool:
  GOrilla, Israel
• OboEdit, browser for OBO ontologies:
  OboEdit
• The OBO Foundry, an ontology registry:
  OboFoundry
• Ontobee, an ontologies browser:
  Ontobee, He Group, University of Michigan Medical School, Ann Arbor, Michigan, USA
• OLS - Ontology Lookup Service, an ontologies browser:
  Ontology Lookup Service, EMBL-EBI, Hinxton, UK
• Protege, browser for OWL ontologies:
  Protege, Stanford Center for Biomedical Informatics Research, Stanford University School of Medicine, USA
• QuickGO, a browser for Gene Ontology terms and annotations:
  QuickGO, EMBL-EBI, Hinxton, UK

Orthology Predictions

• Compara, Ensembl Compara provides cross-species resources and analyses, at both the sequence level and the gene level.
  Ensembl, Hinxton, UK
• DIOPT, DRSC Integrative Ortholog Prediction Tool
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• DIOPT-DIST: DIOPT Diseases and Traits, DRSC Disease Gene Query Tool:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• EggNOG, A database of orthologous groups and functional annotation:
  Computational Biology Group, EMBL, Heidelberg, Germany
• Gene2Function:
  Gene2Function, Harvard Medical School, Boston, MA, USA
• Hieranoid, An orthology inference method using a hierarchical approach. Hieranoid performs pairwise orthology analysis using InParanoid at each node in a guide tree as it progresses from its leaves to the root.
  Hieranoid, Stockholm Bioinformatics Centre, Stockholm, Sweden
• HieranoiDB, An online database of orthologs inferred by Hieranoid 2 for a representative set of proteomes.
  HieranoiDB, Stockholm Bioinformatics Centre, Stockholm, Sweden
• Homologene, An automated system for constructing putative homology groups from the complete gene sets of a wide range of eukaryotic species.
  NCBI, Bethesda, MD, USA
• InParanoiDB 9, Ortholog groups with inparalogs for proteins and protein domains
  InParanoiDB 9, Stockholm Bioinformatics Centre, Stockholm, Sweden
• Isobase, A Database of Functionally Related Orthologs, which incorporates PPI network data in addition to sequence similarity.
  MIT, Cambridge, MA, USA
• MARRVEL, Model organism Aggregated Resources for Rare Variant ExpLoration:
  MARRVEL, Baylor College of Medecine, Houston, TX, USA
• OMA Browser, The OMA (“Orthologous MAtrix”) project is a method and database for the inference of orthologs among complete genomes.
  Nucl. Acids Res. 43 (D1): D240-D249. doi: 10.1093/nar/gku1158
• OrthoDB, The Hierarchical Catalog of Orthologs
  Zdobnov Computational Evolutionary Genomics group, University of Geneva, Geneva, Switzerland
• OrthoFinder, A comprehensive platform for comparative genomics that finds orthogroups and orthologs, infers rooted gene trees for all orthogroups and identifies all of the gene duplication events.
  University of Oxford, Oxford, UK
• OrthoInspector, A software suite for inference of orthologous relationships between protein coding-genes and an online resource to access and query precomputed orthology databases.
  ICube Laboratory, Graffenstaden, France
• OrthoMCL, Ortholog Groups of Protein Sequences
  EuPathDB
• PANTHER, PANTHER Classification System
  Thomas Lab, University of Southern California, Los Angeles, CA, USA
• PhylomeDB, PhylomeDB is a public database for complete catalogs of gene phylogenies (phylomes)
  Comparative Genomics Groups at CRB, Barcelona, Spain
• Roundup, A large-scale orthology database using the Reciprocal Smallest Distance (RSD) algorithm.
  Wall lab, Stanford University, Palo Alto, CA, USA
• TreeFam, A database composed of phylogenetic trees inferred from animal genomes. It provides orthology/parology predictions as well the evolutionary history of genes.
  EMBL-EBI, Hinxton, UK

Phylogenetic Comparison Tools

• DIOPT, DRSC Integrative Ortholog Prediction Tool:
  DRSC/TRiP-FGR, Harvard Medical School, Boston, MA, USA
• HomoloGene -- automated system fo constructing putative homology groups:
  NCBI, Bethesda, MA, USA
• InParanoiDB 9, Ortholog groups with inparalogs for proteins and protein domains
  InParanoiDB 9, Stockholm Bioinformatics Centre, Stockholm, Sweden
• MANTiS, a phylogenetic framework for multi-species genome comparisons:
  MANTiS, Université Libre de Bruxelles, Belgium
• OrthoDB, the Hierarchical Catalog of Orthologs:
  OrthoDB, University of Geneva, Switzerland
• Vista Tools -- Whole Genome Comparative Analysis of the D. melanogaster (CAF1) Genome:
  Whole Genome Comparative Analysis of the D. melanogaster (CAF1) Genome, LBNL, USA

Population Biology and Polymorphism Resources

• BDGP Single Nucleotide Polymorphism (SNP) Project:
  Berkeley Drosophila Genome Project, University of California, Berkeley, USA
• Drosophila Genetics Reference Panel:
  DGRP, Baylor College of Medicine, Houston, TX and NC State University, Raleigh, NC USA
• Drosophila Genetics Reference Panel 2:
  DGRP2, NC State University, Raleigh, NC and Baylor College of Medicine, Houston, TX, USA
• Drosophila Genome Nexus: a population genomic resource that provides D. melanogaster genomes from multiple sources
  University of Wisconsin, Madison, WI, USA
• Drosophila Polymorphism Database:
  DPDB, Universitat Autonoma de Barcelona, Barcelona, Spain
• DSPR, Drosophila Synthetic Population Resource:
  DSPR, University of Kansas and UC Irvine, USA
• Global Diversity Lines: a Five Continent Reference Panel of Sequenced Drosophila melanogaster Strains
  Global Diversity Lines, Cornell University, Ithaca, NY, USA

Protein Analysis and Modification

• AlphaFold Protein Structure Database, AlphaFold DB provides open access to protein structure predictions; An AI system developed by DeepMind that predicts a protein’s 3D structure from its amino acid sequence:
  EMBL-EBI, Wellcome Genome Campus, Hinxton, Cambridgeshire, UK
• ExPASy, the SIB Bioinformatics Resource Portal which provides access to scientific databases and software tools in different areas of life sciences:
  SIB Swiss Institute of Bioinformatics, Genève, Switzerland
• GPCRDB, information system for G protein-coupled receptors (GPCRs):
  GPCRDB, The GPCRDB (G Protein-Coupled Receptor Data Base) partnership
• InterPro protein domain analysis of Drosophila:
  InterPro: protein sequence analysis & classification, EBI, UK
• iProteinDB Integrated Protein Database of Post Translational Modifications for Drosophila Genes:
  iProteinDB, Harvard Medical School, Boston, MA, USA
• MEROPS, an information resource for peptidases:
  MEROPS, Wellcome Trust Sanger Institute, Hinxton, UK
• ModBase, Database of Comparative Protein Structure Models:
  ModBase, UCSF, San Francisco, CA, USA
• Panther (Protein Analysis THrough Evolutionary Relationships) protein classification system:
  Panther Protein Classification System, Applied Biosystems & Celera, USA
• PDB, Protein Data Bank:
  PDB, The Research Collaboratory for Structural Bioinformatics (RCSB) consortium
• PhospoPep, Protein Phosphorylation Database:
  Institute for Systems Biology, Seattle, Washington, USA
• ProteinProspector, a proteomics tools for mining sequence databases in conjunction with Mass Spectrometry experiments:
  UCSF Mass Spectrometry Facility, San Francisco, California, USA
• RBPDB, the database of RNA-binding protein specificities:
  RBPDB
• SMART, Simple Modular Architecture Research Tool:
  SMART, Protein Domain Analysis, EMBL, Heidleberg
• UniProtKB, a comprehensive catalog of information on proteins:
  UniProtKB, The UniProt Consortium

Public Education

• About the history of Drosophila research, An extensive collection of media pertaining to the history of fruit fly research:
  Manchester Fly Facility, University of Manchester, UK
• droso4schools, An online resource for school lessons using the fruit fly Drosophila:
  Manchester Fly Facility, University of Manchester, UK
• Drosophila & Computer Programming Game, A scratch computer game based on the Drosophila life cycle:
  Manchester Fly Facility, University of Manchester, UK
• Experiments with Drosophila for Biology Courses, An e-resource book for laboratory experiments at under- and post-graduate levels and for research projects in Biology courses :
  Indian Academy of Sciences, India pdf here
• Fly on the Wall, a blog by Bethany Christmann regarding fruit flies and research:
  Griffith Lab, Brandeis University, Waltham, MA, USA
• FlyMove, an Image, Movie and Interactive Shockwave Resource:
  FlyMove, Muenster, Germany
• Lay articles, A collection of lay articles about fly research:
  Manchester Fly Facility, University of Manchester, UK
• Manchester Fly Facility Public Resource Page:
  Manchester Fly Facility, University of Manchester, UK

RNAi

• DRSC-TRiP-FGR, DRSC/TRiP Functional Genomics Resources:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• Search by gene(s) to find hit information for genes and DRSC amplicons in DRSC screens:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• FlyRNAi blog, a DRSC resource concerning RNAi, cell-based assays, Drosophila cell culture, high-throughput screening, & fly biology:
  flyrnai.blogspot.com
• Fosmid rescue analysis tool for identification of fosmids appropriate for cross-species rescue of RNAi:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• GenomeRNAi, Heidelberg, a database of RNA interference (RNAi) screens:
  GenomeRNAi, DKFZ, Heidelberg, Germany
• GESS, off-target RNAi prediction:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• Predicted Off-Target Free Sequence Regions:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• RNAiCut, Automated Detection of Significant Genes from Functional Genomic Screens:
  Berger Lab, MIT, Boston, MA, USA
• RSVP, RNAi Stock Validation & Phenotypes:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• SnapDragon, RNAi Design:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• TRiP, Transgenic RNAi Project:
  DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• Tsinghua Fly Center, THFC RNAi Stock Collection for triggering RNAi in soma and germline:
  THFC, Tsinghua Fly Center, Beijing, China
• UP-TORR Fly, a tool for identifying updated targets of RNAi reagents:
  Updated Targets of RNAi Reagents, DRSC-TRiP-FGR, Harvard Medical School, Boston, MA, USA
• VDRC, Vienna Drosophila Resource Center:
  Genome-wide transgenic Drosophila RNAi libraries, VDRC, Vienna, Austria

Sequence Analysis

• DCPD -- Drosophila Core Promoter Database, A list of 205 Drosophila melanogaster core promoters aligned by their empirically determined transcription start site:
  Kadonaga Lab, UCSD, San Diego, California, USA
• FlyPrimerBank, a comprehensive qPCR primer database for Drosophila:
  FlyPrimerBank, DRSC, Harvard Medical School, Boston, MA, USA
• FGENESH, Annotation of animal genomes-genes, promoters, functional motifs, protein sub-cellular localization:
  Annotation of genomes, Softberry, USA
• GenePalette, a tool for genome sequence visualization and navigation:
  GenePalette, University of California, San Diego, USA
• Genie Gene finder for Drosophila: :
  Genie, Berkeley Drosophila Genome Project, University of California, Berkeley, USA
• HRMA -- High Resolution Melt Analysis:
  HRMA, DRSC, Harvard Medical School, Boston, MA, USA
• MEME Suite -- Motif-based Sequence Analysis Tools:
  MEME, U. of Queensland, U. of Washington, USA, UCSD, SDSC, NBCR, CBRC, and National Center for Research Resources
• RepeatMasker:
  RepeatMasker Institute for Systems Biology, Seattle, WA, USA
• Splice Site Prediction for Drosophila:
  Splice Site Prediction, Berkeley Drosophila Genome Project, University of California, Berkeley, USA
• Web Apollo, a collaborative genomic annotation editor:
  Web Apollo, LBL, Berkeley, USA

Single Cell RNA-seq

• ASAP Automated Single-cell Analysis Pipeline:
  ASAP, EPFL, Lausanne, Switzerland, Swiss Institute of Bioinformatics, Lausanne, Switzerland

• cisTopic Probabilistic modelling of cis-regulatory topics from single cell epigenomics data:
  cisTopic, VIB Center for Brain & Disease Research, Leuven, Belgium, Department of Human Genetics, KU Leuven, Leuven, Belgium

• DeepCMC A Neural Networks (NN) based approach for identifying genes that contain spatial information:
  DeepCMC, Thomas Jefferson University, Philadelphia, PA, USA

• Distmap To spatially map single cell RNA sequencing data by using an existing reference database of in situs:
  Distmap, BIMSB and MDC, Berlin, Germany

• DRscDB DRSC scRNA-seq DataBase:
  DRscDB, DRSC, Harvard Medical School, Boston, USA

• DVEX Drosophila Virtual Expression eXplorer:
  DVEX, BIMSB and MDC, Berlin, Germany

• Fly Cell Atlas A consortium of Drosophila researchers interested in single-cell genomics, transcriptomics, and epigenomics:
  Fly Cell Atlas, Founders - Stein Aerts, Leuven, Belgium, Bart Deplancke, Lausanne, Switzerland, Robert Zinzen, Berlin, Germany

• Lasso.TopX An approach using the Lasso and ranking statistics for identifying genes that contain spatial information:
  Lasso.TopX, Thomas Jefferson University, Philadelphia, PA, USA

• novoSpaRc Predicts locations of single cells in space by solely using single-cell RNA sequencing data.:
  novoSpaRc, Harvard and Broad Institute, Cambridge, MA, USA, Max Delbrück Center, Berlin, Germany

• SCEA Single Cell Expression Atlas - Single Cell Gene Expression Across Species:
  SCEA, EMBL-EBI, Hinxton, UK, Sanger Institute, Wellcome Genome Campus, Hinxton, UK, Cancer Research UK Cambridge Institute, University of Cambridge, Cambridge, UK

• SCENIC Single-Cell Regulatory Network Inference and Clustering
  SCENIC, Center for Brain & Disease Research, Leuven, Belgium, KU Leuven, Leuven, Belgium, University of Liege, Liege, Belgium, VIB Center for Cancer Biology, Leuven, Belgium

• SCope Fast Visualization Tool for Large-Scale and High Dimensional Single-Cell Data
  SCope, VIB KU Leuven, Leuven, Belgium

• Seurat An R package designed for QC, analysis, and exploration of single-cell RNA-seq data.:
  Seurat, NYU, NY, NY, USA

• VSN A Repository of Pipelines for Single-Cell Data Analysis in Nextflow DSL2:
  VSN-Pipelines

Taxonomy

• FlyPhenomics, phenotypic differences between species of the D. melanogaster subgroup:
  FlyPhenomics, Paris, France
• TaxoDros Drosophilidae Taxonomic Database:
  Drosophilidae Taxonomic Database, Japan
• TaxoDros, the database on Taxonomy of Drosophilidae:
  TaxoDros, University of Zurich, Switzerland
• Taxonomy, NCBI Taxonomy Database:
  NCBI, Bethesda, MD USA
• Taxonomy of Drosophilidae - JDD - Japan Drosophila Database
  Japan Drosophila Database (JDD) on Taxonomy, Japan

Transcription Regulation Databases and Tools

• CIS-BP, The online library of transcription factors and their DNA binding motifs:
  CIS-BP, Hughes Lab, University of Toronto, Toronto, Canada and Weirauch lab, Cincinnati Children's Hospital, Cincinnati, OH, USA
• EPD, the Eukaryotic Promoter Database:
  EPD, Epalinges s/Lausanne, Switzerland
• Fly Factor Survey - Database of Drosophila TF DNA-binding Specificities:
  FLy Factor Survey, UMass Medical School, Worcester, MA, USA
• FlyReg, DNase I Footprint Database - retired
  University of Manchester Bioinformatics Resources, University of Manchester, UK
• JASPAR, A database of transcription factor (TF) binding profiles stored as position frequency matrices and TF flexible models for TFs across multiple species.
  JASPAR
• Neural Network Promoter Prediction for Drosophila:
  Neural Network Promoter Prediction, Berkeley Drosophila Genome Project, University of California, Berkeley, CA, USA
• OnTheFly, Database of Drosophila Transcription Factors and Transcription Factor Binding Sites
  OnTheFly, Columbia University, NY, USA
• REDfly, Regulatory Element Database for Drosophila:
  REDfly, University at Buffalo, New York, Buffalo, NY, USA
• ReMap, a large-scale integrative analysis of DNA-binding experiments for Homo sapiens, Mus musculus, Dropshiphila melanogaster, and Arabadopsis thaliana transcriptional regulators based on manual curation of ChIP-seq, ChIP-exo, DAP-seq from public sources:
  ReMap, TAGC Inserm, Marseille, France
• FlyTF.org, The Drosophila Transcription Factor Database:
  FlyTF.org, MRC Cambridge, UK
• scEnhancer, A database of single cell enhancer annotation in human, mouse, and fly:
  scEnhancer, Sun Yat-sen University, Shenzhen, China and Johns Hopkins University, Baltimore, MD, USA
• TRANSFAC, A database of transcription factors and their binding sites:
  TRANSFAC, Braunschweig, Germany
• UniPROBE, Universal PBM (protein binding microarray) Resource for Oligonucleotide Binding Evaluation:
  UniPROBE, Bulyk lab, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA

Suggest a tool or resource

• Please contact Flybase to suggest a tool or resource for the list.