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dc.contributor.authorKhaliq, AM
dc.contributor.authorErdogan, C
dc.contributor.authorKurt, Z
dc.contributor.authorTurgut, SS
dc.contributor.authorGrunvald, MW
dc.contributor.authorRand, T
dc.contributor.authorKhare, S
dc.contributor.authorBorgia, JA
dc.contributor.authorHayden, DM
dc.contributor.authorPappas, SG
dc.contributor.authorGovekar, HR
dc.contributor.authorKam, AE
dc.contributor.authorReiser, J
dc.contributor.authorTuraga, K
dc.contributor.authorRadovich, M
dc.contributor.authorZang, Y
dc.contributor.authorQiu, Y
dc.contributor.authorLiu, Y
dc.contributor.authorFishel, ML
dc.contributor.authorTurk, A
dc.contributor.authorGupta, V
dc.contributor.authorAl-Sabti, R
dc.contributor.authorSubramanian, J
dc.contributor.authorKuzel, TM
dc.contributor.authorSadanandam, A
dc.contributor.authorWaldron, L
dc.contributor.authorHussain, A
dc.contributor.authorSaleem, M
dc.contributor.authorEl-Rayes, B
dc.contributor.authorSalahudeen, AA
dc.contributor.authorMasood, A
dc.coverage.spatialEngland
dc.date.accessioned2022-07-19T10:21:57Z
dc.date.available2022-07-19T10:21:57Z
dc.date.issued2022-05-11
dc.identifierARTN 113
dc.identifier10.1186/s13059-022-02677-z
dc.identifier.citationGenome Biology, 2022, 23 (1), pp. 113 -
dc.identifier.issn1474-7596
dc.identifier.urihttps://repository.icr.ac.uk/handle/internal/5243
dc.identifier.eissn1474-760X
dc.identifier.eissn1474-760X
dc.identifier.doi10.1186/s13059-022-02677-z
dc.description.abstractBACKGROUND: Colorectal cancer (CRC) consensus molecular subtypes (CMS) have different immunological, stromal cell, and clinicopathological characteristics. Single-cell characterization of CMS subtype tumor microenvironments is required to elucidate mechanisms of tumor and stroma cell contributions to pathogenesis which may advance subtype-specific therapeutic development. We interrogate racially diverse human CRC samples and analyze multiple independent external cohorts for a total of 487,829 single cells enabling high-resolution depiction of the cellular diversity and heterogeneity within the tumor and microenvironmental cells. RESULTS: Tumor cells recapitulate individual CMS subgroups yet exhibit significant intratumoral CMS heterogeneity. Both CMS1 microsatellite instability (MSI-H) CRCs and microsatellite stable (MSS) CRC demonstrate similar pathway activations at the tumor epithelial level. However, CD8+ cytotoxic T cell phenotype infiltration in MSI-H CRCs may explain why these tumors respond to immune checkpoint inhibitors. Cellular transcriptomic profiles in CRC exist in a tumor immune stromal continuum in contrast to discrete subtypes proposed by studies utilizing bulk transcriptomics. We note a dichotomy in tumor microenvironments across CMS subgroups exists by which patients with high cancer-associated fibroblasts (CAFs) and C1Q+TAM content exhibit poor outcomes, providing a higher level of personalization and precision than would distinct subtypes. Additionally, we discover CAF subtypes known to be associated with immunotherapy resistance. CONCLUSIONS: Distinct CAFs and C1Q+ TAMs are sufficient to explain CMS predictive ability and a simpler signature based on these cellular phenotypes could stratify CRC patient prognosis with greater precision. Therapeutically targeting specific CAF subtypes and C1Q + TAMs may promote immunotherapy responses in CRC patients.
dc.formatElectronic
dc.format.extent113 -
dc.languageeng
dc.language.isoeng
dc.publisherBMC
dc.relation.ispartofGenome Biology
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectCMS classification
dc.subjectCancer-associated fibroblast
dc.subjectColorectal cancer
dc.subjectImmunotherapy
dc.subjectSingle-cell analysis
dc.subjectStromal signatures
dc.subjectColorectal Neoplasms
dc.subjectComplement C1q
dc.subjectHumans
dc.subjectMicrosatellite Instability
dc.subjectTranscriptome
dc.subjectTumor Microenvironment
dc.titleRefining colorectal cancer classification and clinical stratification through a single-cell atlas.
dc.typeJournal Article
dcterms.dateAccepted2022-04-21
dc.date.updated2022-07-19T10:21:27Z
rioxxterms.versionVoR
rioxxterms.versionofrecord10.1186/s13059-022-02677-z
rioxxterms.licenseref.startdate2022-05-11
rioxxterms.typeJournal Article/Review
pubs.author-urlhttps://www.ncbi.nlm.nih.gov/pubmed/35538548
pubs.issue1
pubs.organisational-group/ICR
pubs.organisational-group/ICR/Primary Group
pubs.organisational-group/ICR/Primary Group/ICR Divisions
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Molecular Pathology
pubs.organisational-group/ICR/Primary Group/ICR Divisions/Molecular Pathology/Systems and Precision Cancer Medicine
pubs.organisational-group/ICR/ImmNet
pubs.publication-statusPublished online
pubs.volume23
icr.researchteamSystems - Precision Med
dc.contributor.icrauthorSadanandam, Anguraj
icr.provenanceDeposited by Mr Arek Surman on 2022-07-19. Deposit type is initial. No. of files: 1. Files: Refining colorectal cancer classification and clinical stratification through a single-cell atlas.pdf


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Except where otherwise noted, this item's license is described as http://creativecommons.org/licenses/by/4.0/