Web Resources

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Contents

Human Gene/Genome Annotations

  • CCDS The concensus protein coding regions among NCBI, Ensembl, and Sanger (Havana) annotation
  • GENCODE The Encyclopedia of Genes

Human Variome Resources

- Variation DBs

  • ExAC (Exome Aggregation Consortium) Exome variation data from >60k individuals
  • 1000 Genome Project Catalog of 60 million variant sites (SNV, CNV, SV), 2535 individuals from 26 populations
  • UK10K Sequencing 10,000 people (4,000 healthy, 6,000 disease) in England
  • Genomics England Sequencing 100,000 people in England focusing on patients with a rare disease and their families and patients with cancer.
  • DiscovEHR Collaboration between the Regeneron Genetics Center (WES) and Geisinger Health System (EHR) provides the vcf by 50,000 MyCode participants
  • European Variation Archive Most comprehensive and organized by studies (include Clinical variants)
  • NCBI Variation Variation DBs (dbSNP, dbVar, dbGaP, ClinVar)
  • iJGVD Integrative Japanese Genome Variation Database
  • HGV Database The HGV database is a fully searchable online database of genome variations published in peer-reviewed Data Reports in Human Genome Variation

- Variant functional effect estimation

Human Genotype-to-Phenotype Resources

Human Pathway/Signature genes and Interactome DBs

- Pathway DBs

  • Pathguide.org A very comprehensive list of pathway and network databases
  • Gene Ontology by Gene Ontology Consortium
  • KEGG pathways and many more
  • Biocyc includes Metacyc, Ecocyc, Humancyc, Aracyc, Yeastcyc
  • Reactome A manually curated and peer-reviewed pathway DB
  • Pathway Interaction Database (PID) Human pathways curated by NCI-Nature/imported from BioCarta/Reactome
  • CORUM Comprehensive Resource of Mammalian Protein Complexes
  • NetPath A database for signaling pathways (cancer/immune signaling pathways)
  • SIGNOR 11000 manually-annotated causal relationships between proteins that participate in signal transduction
  • UniProt-GOA by EBI (support multi-species annotation)
  • UniPathway a fully manually curated resource of metabolic pathways (cross-linked to KEGG, MetaCyc)

- Signature Gene Set DBs

  • MsigDB License required for redistribution
  • GeneSigDB
  • DSigDB Drug signature database for gene set analysis
  • L1000CDS2 Return 50 signature genes for each LINCS L1000 data set using Characteristic Direction (CD) method
  • CREEDS CRowd Extracted Expression of Differential Signatures: Signature gene sets from GEO selected by crowdsourcing project using CD method

- Interactome DBs

  • iRefWeb a web interface to PPI consolidated from 10 public DB (BIND, BioGRID, CORUM, DIP,IntAct, HPRD, MINT, MPact, MPPI, OPHID(predicted PPIs))
  • STRING Known and predicted PPI
  • Human Reference Interactome Project Y2H-based human protein interactions

Epigenome and Cistrome Resources

- Epigenomics Consortium projects

- TF binding motif DB

- Promoter DB

  • EPD Eukaryotic Promoter Database; Databases of experimentally validated (by either publication or in-house assay) promoters in various organisms

- Enhancer DB

  • Enhancer Atlas Human enhancers based on >=3 independent high-throughput experimental datasets (contains 2,534,123 enhancers for 76 cell lines and 29 tissues)
  • dbSUPER contains 82,234 super-enhancers in 102 human and 25 mouse tissue/cell types

- Transcriptional Start Site (TSS) DB

  • DBTTS contains 491 million TSS tag sequences for 20 tissues and 7 cell cultures in human and mouse

- Chip-seq/DNase-seq DB

  • Cistrome DB the most comprehensive DB for Chip-seq and DNase-seq data

- Enhancer-Promoter Interaction DB

  • JEME Computationally inferred EPI networks for 935 human primary cells, tissues, and cell lines

miRNA Regulome Resources

- microRNA list and expression atlas

  • miRBase miRNA database by Manchester University
  • microRNA.org download miRNA expression atlas for human, mouse, rat
  • microRNAome microRNA RNA-seq based atlas for 46 primary cell types and 42 cancer or immortalized cell lines

- microRNA-target links (Gold standard)

  • miRWalk2.0 Validated links from 4 databases and text minings, Predicted links from 13 prediction data sets
  • miRTarBase Experimental-based microRNA-target links (most popular)

- microRNA-disease

  • Human microRNA Disease Database(HMDD) Manually curated microRNA-disease links (most comprehensive)
  • PhenomiR DB for dysregulated miRNA in diseases
  • dbDEMC DB for dysregulated miRNA in Cancer
  • miRGator data for miRNA expression, miRNA-mRNA paired expression profile, miRNA perturbation experiments...

- Target prediction software

  • TargetScan executable PITA executable miRanda excecutable
  • miRmap target prediction by multiple algorithms, excecutable, precalculated, many other related data
  • miRDB Pre-calculated miRNA-target associations (based on SVM), not executable

- CLIP-seq database

lncRNA Regulome Resources

  • FANTOM-CAT An atlas of human long non-coding RNAs with accurate 5' ends
  • NONCODE Integrative annotation of long noncoding RNAs
  • lncRNAdb a reference DB for long noncoding RNAs
  • RAIN RNA–protein Association and Interaction Networks Intro to RAIN
  • NPInter ncRNA interaction database (ncRNA and other molecules)
  • RAID RNA-associated interaction DB (very comprehensive)
  • LncRNADisease a DB for lncRNA associated diseases
  • ncFANs a web server for functional annotation of ncRNA
  • LincSNP a DB of disease-associated SNP in human lncRNA and their TFBS
  • POSTAR a DB of RNA binding protein binding sites in human and mouse transcriptome (experimental and computational methods)

Transcriptome Resources

- Data deposit servers

  • SRA Sequence Read Archive by NCBI
  • ENA European Neucleotice Archive by EBI
  • GEO Gene Expression Omnibus (for processed data only)
  • AtGenExpress Arabidopsis gene expression DB by Weigel lab (there are unpublished non-GEO data here)
  • ImmGen Immunological Genome Project Ontogenet TF-module networks based on ImmGen data

- Expression Atlas

Single Cell Genomics Resources

  • Awesome single cell List of software packages for single-cell data analysis, including RNA-seq, ATAC-seq, etc (GitHub)
  • Single Cell Portal scRNA-seq database by Broad Institute
  • scRNASeqDB scRNA-seq database by UTHSC
  • conquer A repository of consistently processed, analysis-ready single-cell RNA-seq data sets
  • Jinglebells A repository of standardized single cell RNA-Seq datasets for analysis and visualization at the single cell level
  • SCPortalen human and mouse single-cell centric database
  • 10X Genomics Datasets by 10X Genomics

Phenome/Diseasome Resources

  • DisGeNET MetaDB for disease genes and variants (very comprehensive and open license)
  • Open Targets Another very comprehensive DB for disease target (mostly protein coding genes) and related evidence
  • denovo-db a compendium of human de novo variants
  • DISEASES gene-disease association from text mining (GHR, Uniprot, textmining)
  • GHR Genetics Home Reference (by NCBI)
  • Disease Ontology Disease ontology files FUNDO DOLite_term-to-genes map
  • Human Phenotype Ontology
  • OMIM Human disease DB (needs License to distribute)
  • OrphaData Open database for rare diseases and orphan drug (by Orphanet)
  • GAD Genetic Associationan Database: archive of human genetic association studies of complex diseases and disorders (includes summary data extracted from published candidate gene and GWAS studies).
  • UMLS Unified Medical Language Systems
  • ICD International Classification of Disease by WHO
  • DGA Disease and Gene Annotation, an integrative set of disease-to-gene, gene-to-gene, disease-to-disease relationships
  • GenomeRNAi v12 contains 168 human RNAi, 181 D. melanogaster RNAi screen data sets
  • OGEE Online GEne Essentiality database
  • Human-Mouse Disease Connection a part of MGI

Chemical Biology and Drug Research Resources

- Drug and Bioactive chemical DBs

  • Drugable.com by National Library of Medicine, ~1 million chemicals, ~7000 structural pockets, ~4 millions of drug-protein interactions by docking model
  • PubChem A DB contains drug structure and function by NCBI
  • ChEMBL A DB contains drug structure and functions by EBI
  • Drugs@FDA A DB for FDA approved drugs
  • DailyMed High quality Information about marketed drugs by NCBI
  • SuperDrug A DB contains 3D-structures of drugs

- Clinical Trial Information

- Drug Target DBs

- Drug signature, Pharmacogenomics, Toxicogenomics DBs

- Drug-Gene Interaction DBs

  • MOSAIC Chemical-genetic interactions in Yeast (cover >13000 compounds)

Cancer Biology Resources

- Cancer Genomics Research Gateway

- Processed Genomics data and web server

  • cBioPortal Data sets from published studies including TCGA
  • MethHC A database of DNA Methylation and gene expression in Human Cancer (use Pan-cancer data)

- Cancer Genome Analysis software

  • CRAVAT Cancer-Related Analysis of Variants ToolKit
  • IntOGen Integrative Onco Genomics

- Cancer genes and mutations DBs

  • CGC Cancer Gene Census
  • TSGene Literature curated Tumor suppressor genes (~1000 coding, ~200 non-coding); v2 paper also provides ~300 oncogenes in Supple
  • NCG The Network of Cancer Genes; a manually curated repository of cancer genes from the literature (1571 cancer genes by v5)
  • COSMIC Catalog Of Somatic Mutations In Cancer
  • CIViC A knowledgebase for expert-crowdsourcing the clinical interpretation of variants in cancer
  • DoCM A database of curated mutations in cancer

- Cancer Pharmacogenomics

- Cancer cell essential genes

  • GenomeCRISPR A database for high-throughput CRISPR/Cas9 screening experiments
  • Achilles Project shRNA-based screen for 216 cancer cell lines (v2.4.3) and CRISPR-based screen for 33 cancer cell lines (v3.3.8)
  • COLT-cancer database shRNA-based essential gene profiles for 70 breast, pancreatic, ovarian cancer cell lines

- Data for survival predictions

- Cancer Radiomics Resources

Metagenome DBs and tools

- Metagenomic data central DB

- Human microbiome

Proteome Resources

- Human Proteome Database

  • Human Proteome Map 85 samples from 17 adult tissues, 6 primary hematopoietic cells and 7 fetal tissues
  • ProteomicsDB >10,000 raw data files from 60 human tissues, 147 cell lines, and 13 body fluids
  • The Human Protein Atlas The tissue-based map of human proteome based on Immunohistochemistry (for 32 different tissues and organs)

- Open stand-alone software for mass spectra database search (search engines)

  • MSblender A combined search engine
  • MS-GFDB: Its successor MS-GF+ is faster and more sensitive for high-resolution MS data.
  • X!TANDEM
  • Comet: the direct descendant of Crux, which is an academic version of the commercial software SEQUEST
  • MyriMatch
  • OMSSA Due to budgetary constraints NCBI has discontinued OMSSA. Historical binaries are available from here.

- Protein localization and Secretome DB

  • Vesiclepedia A DB for all types of Extracellular Vesicles (includes Exocarta)
  • Exocarta A DB for Exosome
  • EVpedia A DB for Extracellular Vesicles with many analysis software

Other Resources

- Academic society

  • ASHG American Society of Human Genetics
  • AACR American Association for Cancer Research
  • IHMC The International Human Microbiome Consortium
  • KSBI Korean Society of Bioinformatics
  • KCA Korean Cancer Association
  • KOGO Korea Genome Organization
  • KSMCB Korean Society of Molecular and Cellular Biology
  • KSBMB Korean Society of Biochemistry and Molecular Biology

- Cool software

  • REVIGO Visualize GO enrichment summary
  • UpSetR Shiny App Visualizes set intersections in a matrix layout and introduces aggregates based on groupings and queries; R package is also available from github
  • VENNY Drawing Venn diagram

- Data-driven Omics companies

- Machine Learning

- Neuroscience

- Others

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