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Excel · study · 2026

Modular neuroinflammatory network discovery from large-scale phenotypic screening in genetically heterogeneous mice [part18]

Listed in NCBI GEO

The central nervous system represents a uniquely immune-privileged environment, with inflammatory responses involving several resident CNS-specific cell types.

Description

While stereotyped cellular and transcriptional responses recur across varied diseases, relevant signaling pathways and regulatory networks are not fully understood. Here, we describe a screening platform based on high-throughput RNA-seq analysis and glial cell state gene set scores that enables multimodal investigation of inflammatory networks at scale.

As proof-of-concept, we investigate genetically heterogeneous mice from a large-scale chemical mutagenesis screen to identify novel functionally relevant variants in six genes previously linked to human CNS disorders: Nrros, Ctsd, Smpd1, Idua, Nlrp1a, and Inpp5d . We leverage the rich and readily-interpretable data from our study to demarcate distinct inflammatory states arising from each mutation. In all, our work provides a methodology for discovering novel regulators of CNS neuroimmune homeostasis and provides a validated analysis framework for identifying discrete neuroinflammatory modules that are engaged divergently across disease contexts.

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From keywords
Life Sciences
Inferred from text
Disease 75% · RNA sequencing 65% · Zoology 70%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
NCBI GEOGSE29496812 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[disease].local:disease:diseaseenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3109enrichment · NCBI GEOtaxonomy-embedding@1.1.0title+keywords+description (70%)
concepts[field].local:field:life-sciencesmapping · NCBI GEOconnector:ncbi_geo@1.0.0
concepts[method].geo_series_type:expression-profiling-by-high-throughput-sequencingsource · NCBI GEOconnector:ncbi_geo@1.0.0/gdstype
concepts[modality].local:modality:rna-seqenrichment · NCBI GEOkeyword-concept-rules@1.0.0title+description (65%)
concepts[organism].NCBITaxon:10090source · NCBI GEOconnector:ncbi_geo@1.0.0/taxon
descriptionsource · NCBI GEOconnector:ncbi_geo@1.0.0/summary
publication_datesource · NCBI GEOconnector:ncbi_geo@1.0.0
titlesource · NCBI GEOconnector:ncbi_geo@1.0.0/title