Colorectal Cancer Metastases in the Liver Establish Immunosuppressive Spatial Networking between Tumor-Associated SPP1+ Macrophages and Fibroblasts.


Journal

Clinical cancer research : an official journal of the American Association for Cancer Research
ISSN: 1557-3265
Titre abrégé: Clin Cancer Res
Pays: United States
ID NLM: 9502500

Informations de publication

Date de publication:
04 01 2023
Historique:
received: 29 06 2022
revised: 01 09 2022
accepted: 12 10 2022
pubmed: 15 10 2022
medline: 6 1 2023
entrez: 14 10 2022
Statut: ppublish

Résumé

The liver is the most frequent metastatic site for colorectal cancer. Its microenvironment is modified to provide a niche that is conducive for colorectal cancer cell growth. This study focused on characterizing the cellular changes in the metastatic colorectal cancer (mCRC) liver tumor microenvironment (TME). We analyzed a series of microsatellite stable (MSS) mCRCs to the liver, paired normal liver tissue, and peripheral blood mononuclear cells using single-cell RNA sequencing (scRNA-seq). We validated our findings using multiplexed spatial imaging and bulk gene expression with cell deconvolution. We identified TME-specific SPP1-expressing macrophages with altered metabolism features, foam cell characteristics, and increased activity in extracellular matrix (ECM) organization. SPP1+ macrophages and fibroblasts expressed complementary ligand-receptor pairs with the potential to mutually influence their gene-expression programs. TME lacked dysfunctional CD8 T cells and contained regulatory T cells, indicative of immunosuppression. Spatial imaging validated these cell states in the TME. Moreover, TME macrophages and fibroblasts had close spatial proximity, which is a requirement for intercellular communication and networking. In an independent cohort of mCRCs in the liver, we confirmed the presence of SPP1+ macrophages and fibroblasts using gene-expression data. An increased proportion of TME fibroblasts was associated with the worst prognosis in these patients. We demonstrated that mCRC in the liver is characterized by transcriptional alterations of macrophages in the TME. Intercellular networking between macrophages and fibroblasts supports colorectal cancer growth in the immunosuppressed metastatic niche in the liver. These features can be used to target immune-checkpoint-resistant MSS tumors.

Identifiants

pubmed: 36239989
pii: 709778
doi: 10.1158/1078-0432.CCR-22-2041
pmc: PMC9811165
doi:

Substances chimiques

Immunosuppressive Agents 0
Osteopontin 106441-73-0
SPP1 protein, human 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

244-260

Subventions

Organisme : NCI NIH HHS
ID : U54 CA261717
Pays : United States

Informations de copyright

©2022 The Authors; Published by the American Association for Cancer Research.

Références

Nat Commun. 2022 Apr 1;13(1):1742
pubmed: 35365629
Nat Med. 2015 Nov;21(11):1350-6
pubmed: 26457759
Cell. 2021 Feb 4;184(3):792-809.e23
pubmed: 33545035
J Exp Med. 2020 Nov 2;217(11):
pubmed: 32785653
Nat Genet. 2020 Jun;52(6):594-603
pubmed: 32451460
Bioinformatics. 2016 Sep 15;32(18):2847-9
pubmed: 27207943
Nat Biotechnol. 2018 Jun;36(5):411-420
pubmed: 29608179
Nat Genet. 2019 Jul;51(7):1113-1122
pubmed: 31209394
Cell Syst. 2019 Apr 24;8(4):329-337.e4
pubmed: 30954475
Nucleic Acids Res. 2016 Jul 8;44(W1):W90-7
pubmed: 27141961
Matrix Biol. 2015 Sep;47:54-65
pubmed: 25960420
Nat Commun. 2019 Jun 28;10(1):2863
pubmed: 31253779
Nat Biotechnol. 2019 Jul;37(7):773-782
pubmed: 31061481
Genome Biol. 2022 May 11;23(1):113
pubmed: 35538548
Eur Respir J. 2019 Aug 22;54(2):
pubmed: 31221805
Mol Cell Proteomics. 2012 Apr;11(4):M111.014647
pubmed: 22159717
Nat Commun. 2018 May 4;9(1):1793
pubmed: 29728604
Br J Surg. 2015 May;102(6):691-9
pubmed: 25789941
Cancers (Basel). 2020 May 14;12(5):
pubmed: 32422889
Nat Methods. 2020 Feb;17(2):159-162
pubmed: 31819264
Exp Cell Res. 2017 Oct 15;359(2):449-457
pubmed: 28830685
Cell. 2018 Aug 9;174(4):968-981.e15
pubmed: 30078711
Science. 2017 Apr 21;356(6335):
pubmed: 28428369
R J. 2016 Aug;8(1):289-317
pubmed: 27818791
J Immunother Cancer. 2017 Feb 21;5:18
pubmed: 28239471
Genome Biol. 2019 Dec 23;20(1):296
pubmed: 31870423
Clin Cancer Res. 2020 Jun 1;26(11):2640-2653
pubmed: 32060101
Br J Cancer. 2013 Aug 20;109(4):1023-30
pubmed: 23900217
Nature. 2019 Nov;575(7783):512-518
pubmed: 31597160
Front Immunol. 2020 Dec 08;11:600000
pubmed: 33363541
Nat Methods. 2019 Dec;16(12):1289-1296
pubmed: 31740819
Biosci Rep. 2020 Jun 26;40(6):
pubmed: 32496505
Cancer Cell. 2020 Jun 8;37(6):800-817.e7
pubmed: 32516590
Nat Med. 2019 Oct;25(10):1576-1588
pubmed: 31591603
J Exp Med. 2016 Oct 17;213(11):2315-2331
pubmed: 27697834
NPJ Precis Oncol. 2022 Mar 2;6(1):14
pubmed: 35236916
Nat Commun. 2021 Feb 17;12(1):1088
pubmed: 33597522
Mol Cancer. 2017 Dec 02;16(1):176
pubmed: 29197379
Nat Med. 2018 May;24(5):541-550
pubmed: 29686425
Nat Rev Cancer. 2020 Mar;20(3):174-186
pubmed: 31980749
Nat Genet. 2017 May;49(5):708-718
pubmed: 28319088
Proc Natl Acad Sci U S A. 2006 Mar 28;103(13):5060-5
pubmed: 16549783
Genome Biol. 2016 Feb 17;17:29
pubmed: 26887813
Cell. 2020 Apr 16;181(2):442-459.e29
pubmed: 32302573
Nat Rev Cancer. 2020 Apr;20(4):218-232
pubmed: 32024970
Nat Med. 2018 Jul;24(7):978-985
pubmed: 29942094
Cell. 2021 Oct 14;184(21):5482-5496.e28
pubmed: 34597583
J Immunother Cancer. 2021 Oct;9(10):
pubmed: 34607895
Nat Commun. 2018 Oct 22;9(1):4383
pubmed: 30348985
Nat Commun. 2014 Nov 14;5:5457
pubmed: 25394515
Oncology. 2005;69 Suppl 3:4-10
pubmed: 16301830
Front Mol Biosci. 2020 Nov 24;7:565383
pubmed: 33324676
Mediators Inflamm. 2017;2017:4049098
pubmed: 28769537
Science. 2016 Apr 8;352(6282):189-96
pubmed: 27124452
Cancer Cell. 2022 Apr 11;40(4):424-437.e5
pubmed: 35303421
Cell. 2020 Aug 20;182(4):886-900.e17
pubmed: 32783918
Cell. 2019 Jul 25;178(3):686-698.e14
pubmed: 31257031
Cancer Discov. 2022 Jan;12(1):134-153
pubmed: 34417225
Hum Pathol. 2015 Dec;46(12):1890-900
pubmed: 26434631
JCI Insight. 2018 Nov 15;3(22):
pubmed: 30429368
Cancer Lett. 2018 Jan 28;413:102-109
pubmed: 29111350
J Clin Invest. 2018 Dec 3;128(12):5549-5560
pubmed: 30395540
Am J Respir Crit Care Med. 2019 Jun 15;199(12):1517-1536
pubmed: 30554520
Gastroenterol Rep (Oxf). 2019 Nov 25;8(1):11-24
pubmed: 32104582

Auteurs

Anuja Sathe (A)

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.

Kaishu Mason (K)

Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.

Susan M Grimes (SM)

Stanford Genome Technology Center, Stanford University, Palo Alto, California.

Zilu Zhou (Z)

Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.
Graduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, Pennsylvania.

Billy T Lau (BT)

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.

Xiangqi Bai (X)

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.

Andrew Su (A)

Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.

Xiao Tan (X)

Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.

HoJoon Lee (H)

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.

Carlos J Suarez (CJ)

Department of Pathology, Stanford University School of Medicine, Stanford, California.

Quan Nguyen (Q)

Institute for Molecular Bioscience, The University of Queensland, Brisbane, Queensland, Australia.

George Poultsides (G)

Department of Surgery, Stanford University, Stanford, California.

Nancy R Zhang (NR)

Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania.

Hanlee P Ji (HP)

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.
Stanford Genome Technology Center, Stanford University, Palo Alto, California.

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