Harmonizome 3.0

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following transcription factor perturbation (inhibition, activation, knockdown, knockout, over-expression, mutation)

From ChIP-X Enrichment Analysis

Transcription factor binding site profiles from published ChIP-chip, ChIP-seq, and other transcription factor functional studies

From ChIP-X Enrichment Analysis

Target genes of transcription factors from published ChIP-chip, ChIP-seq, and other transcription factor binding site profiling studies

From Encyclopedia of DNA Elements

Transcription factor binding site profiles for cell lines

From Encyclopedia of DNA Elements

Target genes of transcription factors from transcription factor binding site profiles

From Jaspar PWMs

Target genes of transcription factors predicted using known transcription factor binding site motifs

From MotifMap

Target genes of transcription factors predicted using known transcription factor binding site motifs

From knockTF

Gene expression profiles for cell lines or tissues following transcription factor perturbation (knockdown/knockout)

From ChIP-X Enrichment Analysis

Target genes of transcription factors from published ChIP-chip, ChIP-seq, and other transcription factor binding site profiling studies

From Jaspar PWMs

Target genes of human transcription factors predicted using known transcription factor binding site motifs

From Jaspar PWMs

Target genes of mouse transcription factors predicted using known transcription factor binding site motifs

From Rummagene

Sets of genes regulated by transcription factors by mining supplemental materials

From Connectivity Map

mRNA expression profiles for cell lines following chemical perturbation

From ESCAPE

Sets of target genes of transcription factors from published ChIP-chip, ChIP-seq, and other transcription factor binding site profiling studies;sets of differentially expressed genes following perturbation of a protein from gene expression data in GEO; sets of interacting proteins from high- and low-throughput protein-protein interaction studies; sets of targets of microRNAs from public databases, computationally predicted or experimentally verified

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following disease perturbation

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following genetic perturbation (knockdown, knockout, over-expression, mutation)

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following kinase perturbation (inhibition, activation, knockdown, knockout, over-expression, mutation)

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following small molecule perturbation

From Gene Expression Omnibus

mRNA expression profiles for cell lines or tissues following viral infection

From LINCS L1000 Connectivity Map

mRNA expression profiles for cell lines following small molecule perturbation

From Molecular Signatures Database

Oncogenic signatures of genes differentially expressed following cancer gene perturbations

From The Cancer Genome Atlas

mRNA expression profiles for tumor and normal tissue samples

From PerturbAtlas

Gene expression profiles for cell lines, cell types, tissues, and models following genetic perturbation (knockdown, knockout, knockin, over-expression, mutation, and multi-condition)

From PerturbAtlas

Gene expression profiles for cell lines, cell types, tissues, and models following genetic perturbation (knockdown, knockout, knockin, over-expression, mutation, and multi-condition)

From Achilles

Fitness scores for cell lines following single gene knockdowns

From BioGPS

mRNA expression profiles for the NCI-60 panel of cancer cell lines

From BioGPS

mRNA expression profiles for human tissues and cell types

From BioGPS

mRNA expression profiles for mouse tissues and cell types

From Cancer Cell Line Encyclopedia

Gene-level copy number variation profiles for cancer cell lines

From Cancer Cell Line Encyclopedia

mRNA microarray expression profiles for cancer cell lines

From Cancer Cell Line Encyclopedia

Gene-level mutation profiles for cancer cell lines

From Catalogue of Somatic Mutations In Cancer

Gene-level copy number variation profiles for cancer cell lines

From Catalogue of Somatic Mutations In Cancer

Gene mutations in cancer cell lines from low-throughput or high-throughput studies

From Genomics of Drug Sensitivity in Cancer

mRNA microarray expression profiles for cancer cell lines

From Heiser et al., PNAS, 2011

mRNA expression profiles for breast cancer cell lines measured by microarray

From Human Protein Atlas

RNA-seq gene expression profiles for cell lines from HPA

From Human Proteome Map

Protein expression profiles for tissues and cell types

From Klijn et al., Nat. Biotechnol., 2015

Gene-level copy number variation profiles for cancer cell lines

From Klijn et al., Nat. Biotechnol., 2015

RNA-seq gene expression profiles for cancer cell lines

From Klijn et al., Nat. Biotechnol., 2015

SNP gene mutations in cancer cell lines identified by microarray

From Proteomics Database

Protein expression profiles for tissues and cell types reprocessed from many proteomics datasets

From Roadmap Epigenomics

DNA methylation profiles for primary cell types and tissues

From Roadmap Epigenomics

mRNA expression profiles for primary cell types and tissues

From Sanger Cancer Dependency Map

Protein intensity values acquired using data-independent acquisition mass spectrometry (DIA-MS).

From Tabula Sapiens

Gene expression data from Tabula Sapiens scRNA-seq counts

From Cancer Cell Line Encyclopedia

Protein intensity values acquired using mass spectrometry across human cancerous cell lines

From The Human BioMolecular Atlas Program

Gene-cell type annotations from integrated reference scRNA-seq gene expression profiles

From CellMarker

Cell type markers across various tissues from human and mouse scRNA-seq

From Replogle et al., Cell, 2022

Gene expression profiles in the K562 cell line following CRISPRi genetic perturbation

From Replogle et al., Cell, 2022

Gene expression profiles in the K562 cell line following CRISPRi genetic perturbation of essential genes

From Replogle et al., Cell, 2022

Gene expression profiles in the RPE1 cell line following CRISPRi genetic perturbation of essential genes

From Cell Maps for AI

Protein localization assemblies constructed from integrating AP-MS biomolecular interaction and IF imaging data

From Kyoto Encyclopedia of Genes and Genomes

Sets of proteins participating in pathways from KEGG

From Kyoto Encyclopedia of Genes and Genomes

Sets of proteins participating in pathways from KEGG

From Cell Maps for AI

Gene expression profiles in the KOLF2.1J cell line following CRISPRi genetic perturbation