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  • What is iLINCS?
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    • Search for a signature
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    • Search for LINCS Dataset
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    • Analyze a drug signature and find other drugs with similar signatures
    • Analyze LINCS transcriptomic and proteomic datasets
    • Analyze genes against LINCS data
  • Tasks
  • Genes
    • Query a list of genes in LINCS dataset
  • Use Cases
    • Identify sets of drugs with similar transcriptional signatures
    • Identifying chemical perturbagens emulating genetic perturbation of MTOR protein
    • Mechanism of action analysis via connection to genetic perturbation signatures
    • Proteo-genomics analysis of cancer driver events in breast cancer
    • Reversing Estrogen Receptor (ER) signature profile
    • Reversing MTOR loss-of-function signature profile
    • What are my GENES doing in LINCS dataset?
  • F A Q
    • What is a signature
    • What is connectivity map
    • How signature connectivity analysis is performed in iLINCS
    • How perturbagen connectivity analysis is performed in iLINCS
    • Why is my signature correlation calculation different from iLINCS pre-calculated signature correlations?
    • How to construct signatures from iLINCS datasets
    • How to use iLINCS APIs in R
  • Datasets
    • LINCS
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  • Signature Libraries
    • LINCS consensus (CGS) gene knockdown signatures
    • Overview of precomputed signature libraries
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    • Connectivity Map signatures
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    • Transcriptional signatures from EBI Expression Atlas
  • Integrated External Analysis Tools
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  • Assays
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    • L1000
    • P100
    • RNA-seq

Search results for: Transcriptomics

Analyze LINCS transcriptomic and proteomic datasets (Workflows)

The iLINCS (Integrative LINCS) portal is an web platform for analysis of LINCS data and signatures. The portal provides biologists-friendly user interfaces for analyzing transcriptomics and proteomics LINCS datasets. iLINCS web tools facilitate statistical analysis to identify differentially expressed genes and proteins; bioinformatics analysis to identify affected networks, pathway and gene lists...

ToppFun (integratedExternalAnalysisTools)

ToppFun: Transcriptome, ontology, phenotype, proteome, and pharmacome annotations based gene list functional enrichment analysis. (https://toppgene.cchmc.org/enrichment.jsp)

RNA-seq (assays)

RNA-seq is a Next Generation Sequencing platform that measures gene expression across the transcriptome. A population of RNA (total or fractionated, such as poly(A)+) is converted to a library of cDNA fragments with adaptors attached to one or both ends. Each molecule is then sequenced in a high-throughput manner to obtain short sequences from one end (single-end sequencing) or both ends (pair-end...

What is iLINCS?

iLINCS (Integrative LINCS) is an integrative web platform for analysis of LINCS data and signatures. The portal provides biologists-friendly user interfaces for analyzing transcriptomics and proteomics LINCS datasets. The portal integrates R analytical engine via several R tools for web-computing (rserve, opencpu, Shiny, rgl) and DCIC developed web tools and applications (FTreeView, Enrichr) into...

How to construct signatures from iLINCS datasets (F A Q)

The transcriptomics or proteomics signature is constructed by comparing expression levels of two groups of samples (treatment group and baseline group) using Empirical Bayes linear model implemented in the limma package. For the GREIN collection of GEO RNA‐seq datasets, the signatures are constructed using the negative‐binomial generalized linear model as implemented in the edgeR package.

Miscellaneous (tutorialVideos)

Tutorial-1: iLINCS landing page Navigation. Tutorial-2: Analyze my genes against LINCS datasets. Tutorial-3: Analyze LINCS transcriptomic and proteomic datasets. Tutorial-4: Analyze a drug signature and find other drugs with similar signatures. Tutorial-5: Datasets workflow. Tutorial-6: Signature workflow. Tutorial-7: Genes workflow.

L1000 (assays)

216,105 transcriptional signatures of cellular perturbations constructed using the LINCS pilot phase L1000. The chemical perturbagen and individual shRNA signatures are created by aggregating (ie averaging) Level 4 data for biological replicates as defined by the signatures metadata. Only signatures designated to be reproducible and self-connected ("gold") by the Broad institute are represented...

Analyze genes against LINCS data (Workflows)

The iLINCS (Integrative LINCS) portal facilitates interrogation of LINCS transcriptomic and proteomic datasets with user-defined gene lists. The workflow is as follows: Paste a list of gene IDs (Entrez Gene IDs or HGNC approved symbols) or create one from a library of gene lists. Select a LINCS or non-LINCS dataset for analysis Perform statistical analysis of differential gene or protein...

Cancer Therapeutics Response Signatures (signatureLibraries)

These transcriptomic signatures were made using data from the Cancer Therapeutics Response Portal (CTRP) project. The data includes 860 cancer cell lines and combines basal (untreated) gene expression with measurements of sensitivity to 481 anti-cancer compounds. Drug sensitivity was measured as cell viability (ATP levels measured by CellTiter-Glo®) over a sixteen-point concentration-response...


iLINCS (integrative LINCS) genomics data portal

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