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Data · dataset · 2026

Bulk RNA-seq and molecular subtype dataset from a multi-region prostate cancer cohort

Listed in ScienceDB

This dataset contains bulk RNA sequencing (RNA-seq) and molecular subtype information generated from a multi-region, multi-modal prostate cancer cohort.

Description

The study analyzed 93 prostate cancer lesions from 63 patients, together with 74 matched adjacent tissues, and integrated these data with TCGA, GTEx and multiple independent validation cohorts to establish and validate an epithelial lineage-based molecular classification framework.

Using gene set enrichment analysis, unsupervised clustering and a random forest classifier, samples were assigned to four molecular subtypes: C4 Luminal, C3 Epithelial, C2 Stem-neuro and C1 Stromal. The dataset supports analyses of epithelial lineage programs, androgen receptor signaling, metabolic pathways, immune microenvironment features, clinicopathological variables, predicted therapeutic responses, PSA progression outcomes and associations with PSMA/FDG PET-CT imaging phenotypes.

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Data files may include gene-expression matrices, sample clinical annotations, molecular subtype labels, GSVA/pathway activity scores, immune infiltration scores, drug-response prediction outputs, PET imaging metrics and downstream statistical result tables.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Cancer 75% · Imaging 75% · Oncology and carcinogenesis 71% · RNA sequencing 75% · Sequencing 75%
Provenance · 1 source records, 16 field assertions
SourceKeyLast seenRaw
ScienceDB10.57760/sciencedb.3799812 d agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · scidb cnconnector:scidb_cn@1.0.0
concepts[disease].local:disease:cancerenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
concepts[field].anzsrc:group:3211enrichment · scidb cntaxonomy-embedding@1.0.0title+keywords+description (71%)
concepts[field].local:field:earth-environmentalmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:engineeringmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:humanitiesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:life-sciencesmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:medicine-healthmapping · scidb cnconnector:scidb_cn@1.0.0
concepts[field].local:field:social-sciencemapping · scidb cnconnector:scidb_cn@1.0.0
concepts[modality].local:modality:imagingenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:rna-seqenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
concepts[modality].local:modality:sequencingenrichment · scidb cnkeyword-concept-rules@1.0.0title+description (75%)
descriptionsource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/description
license_textsource · scidb cnconnector:scidb_cn@1.0.0
publication_datesource · scidb cnconnector:scidb_cn@1.0.0
titlesource · scidb cnconnector:scidb_cn@1.0.0/metadata/dc/title