Single-cell analysis of human non-small cell lung cancer lesions refines tumor classification and patient stratification.

CITEseq NSCLC dendritic cells high dimensional profiling immunotherapy macrophages tumor cell atlas tumor microenvironment tumor mutational burden tumor-associated myeloid cells

Journal

Cancer cell
ISSN: 1878-3686
Titre abrégé: Cancer Cell
Pays: United States
ID NLM: 101130617

Informations de publication

Date de publication:
13 12 2021
Historique:
received: 09 05 2020
revised: 25 01 2021
accepted: 18 10 2021
pubmed: 13 11 2021
medline: 5 1 2022
entrez: 12 11 2021
Statut: ppublish

Résumé

Immunotherapy is a mainstay of non-small cell lung cancer (NSCLC) management. While tumor mutational burden (TMB) correlates with response to immunotherapy, little is known about the relationship between the baseline immune response and tumor genotype. Using single-cell RNA sequencing, we profiled 361,929 cells from 35 early-stage NSCLC lesions. We identified a cellular module consisting of PDCD1

Identifiants

pubmed: 34767762
pii: S1535-6108(21)00560-2
doi: 10.1016/j.ccell.2021.10.009
pmc: PMC8728963
mid: NIHMS1766685
pii:
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

1594-1609.e12

Subventions

Organisme : NIAID NIH HHS
ID : R56 AI137244
Pays : United States
Organisme : NCI NIH HHS
ID : T32 CA078207
Pays : United States
Organisme : NCI NIH HHS
ID : U24 CA210993
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA257195
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA254104
Pays : United States
Organisme : NIAID NIH HHS
ID : U24 AI118644
Pays : United States

Informations de copyright

Copyright © 2021. Published by Elsevier Inc.

Déclaration de conflit d'intérêts

Declaration of interests Research support for this work was provided by Regeneron and Takeda. B.Y.N., S.M., and I.M. are employees and hold stock from Roche/Genentech. N.R.D. is an employee of Takeda. G.T. is an employee and holds stock from Regeneron. M.M. serves on the scientific advisory board and holds stock from Compugen Inc., Innate Pharma Inc., Morphic Therapeutic Inc., Myeloid Therapeutics Inc., Asher Bio Inc., Dren Bio Inc., Genenta Inc., and Nirogy Inc. M.M. receives funding from Genentech Inc., Regeneron Inc., Boehringer Ingelheim Inc., and Takeda Inc.

Références

Immunity. 2019 Sep 17;51(3):573-589.e8
pubmed: 31474513
Nat Biotechnol. 2013 Mar;31(3):213-9
pubmed: 23396013
Nat Methods. 2017 Sep;14(9):865-868
pubmed: 28759029
Cell. 2019 Feb 7;176(4):775-789.e18
pubmed: 30595452
Annu Rev Immunol. 2015;33:747-85
pubmed: 25706098
Science. 2016 Nov 4;354(6312):618-622
pubmed: 27811275
Sci Rep. 2017 Dec 4;7(1):16878
pubmed: 29203879
Cell. 2019 Aug 8;178(4):835-849.e21
pubmed: 31327527
Nature. 2020 Apr;580(7802):257-262
pubmed: 32269339
Nat Protoc. 2020 Apr;15(4):1484-1506
pubmed: 32103204
Cell. 2020 Jul 9;182(1):200-225.e35
pubmed: 32649874
Nat Commun. 2017 Feb 01;8:14381
pubmed: 28146145
Clin Cancer Res. 2017 Jun 15;23(12):3012-3024
pubmed: 28039262
Nat Commun. 2015 Jul 22;6:7866
pubmed: 26198319
Eur J Cancer. 2009 Jan;45(2):228-47
pubmed: 19097774
Science. 2017 Jun 9;356(6342):
pubmed: 28473638
J Clin Invest. 2017 Aug 1;127(8):2930-2940
pubmed: 28650338
Cancer Discov. 2018 Jul;8(7):822-835
pubmed: 29773717
Science. 2015 Apr 3;348(6230):124-8
pubmed: 25765070
Nat Genet. 2021 Jun;53(6):770-777
pubmed: 34031584
J Thorac Oncol. 2020 Jun;15(6):914-947
pubmed: 32179179
Nat Med. 2020 Feb;26(2):259-269
pubmed: 32042191
Cancer Immunol Res. 2018 Jul;6(7):788-797
pubmed: 29764837
Cell. 2019 Oct 31;179(4):829-845.e20
pubmed: 31675496
Science. 2017 Apr 21;356(6335):
pubmed: 28428369
Nat Rev Cancer. 2019 Apr;19(4):215-227
pubmed: 30867580
Mucosal Immunol. 2014 Jan;7(1):101-13
pubmed: 23653115
Cell Rep. 2020 Nov 3;33(5):108337
pubmed: 33147458
Nat Methods. 2012 Jun 28;9(7):676-82
pubmed: 22743772
Nat Commun. 2020 May 8;11(1):2285
pubmed: 32385277
Sci Immunol. 2016 Jul 14;1(1):aaf6925
pubmed: 28783673
Nat Med. 2018 May;24(5):541-550
pubmed: 29686425
Nucleic Acids Res. 2018 Jan 4;46(D1):D964-D970
pubmed: 29145625
J Clin Invest. 2012 Mar;122(3):899-910
pubmed: 22293174
Appl Immunohistochem Mol Morphol. 2019 Jan;27(1):48-53
pubmed: 28549038
Cell. 2017 May 4;169(4):750-765.e17
pubmed: 28475900
Clin Cancer Res. 2018 Nov 15;24(22):5710-5723
pubmed: 29764856
Immunity. 2020 Aug 18;53(2):335-352.e8
pubmed: 32610077
Cell. 2015 Dec 17;163(7):1663-77
pubmed: 26627738
Science. 2018 Oct 12;362(6411):
pubmed: 30309915
Immunity. 2018 Apr 17;48(4):812-830.e14
pubmed: 29628290
Bioinformatics. 2010 Apr 1;26(7):873-81
pubmed: 20147302
Immunity. 2019 Jun 18;50(6):1498-1512.e5
pubmed: 31097342
Nat Med. 2018 Jul;24(7):994-1004
pubmed: 29892065
Lancet. 2016 Apr 30;387(10030):1837-46
pubmed: 26970723
Science. 2014 Feb 14;343(6172):776-9
pubmed: 24531970
Nat Med. 2018 Jul;24(7):978-985
pubmed: 29942094
Nat Biotechnol. 2020 Jun;38(6):737-746
pubmed: 32341560
Nat Methods. 2018 Aug;15(8):591-594
pubmed: 30013048
Cell. 2019 Jun 13;177(7):1888-1902.e21
pubmed: 31178118
Nature. 2019 Aug;572(7770):538-542
pubmed: 31367040
Am J Respir Cell Mol Biol. 2017 Jul;57(1):66-76
pubmed: 28257233
Genome Biol. 2018 Dec 19;19(1):224
pubmed: 30567574
Nat Med. 2018 Aug;24(8):1277-1289
pubmed: 29988129
Cell. 2019 Sep 5;178(6):1493-1508.e20
pubmed: 31474370
Methods Mol Biol. 2016;1418:283-334
pubmed: 27008021
Nature. 2020 Mar;579(7798):274-278
pubmed: 32103181
Science. 2019 Mar 15;363(6432):
pubmed: 30872492
Nat Commun. 2013;4:2612
pubmed: 24113773
Mol Oncol. 2015 Dec;9(10):2063-70
pubmed: 26404496
Immunity. 2019 May 21;50(5):1317-1334.e10
pubmed: 30979687
Nature. 2019 Mar;567(7749):479-485
pubmed: 30894752
Nat Genet. 2019 Feb;51(2):202-206
pubmed: 30643254
N Engl J Med. 2018 Aug 30;379(9):856-868
pubmed: 30157397

Auteurs

Andrew M Leader (AM)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

John A Grout (JA)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Barbara B Maier (BB)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Barzin Y Nabet (BY)

Department of Oncology Biomarker Development, Genentech, South San Francisco, CA, USA.

Matthew D Park (MD)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Alexandra Tabachnikova (A)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Christie Chang (C)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Laura Walker (L)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Alona Lansky (A)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Jessica Le Berichel (J)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Leanna Troncoso (L)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Nausicaa Malissen (N)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Dermatology and Skin Cancer, APHM, CHU Timone, Aix-Marseille University, Marseille, France.

Melanie Davila (M)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Jerome C Martin (JC)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Nantes Université, CHU Nantes, Inserm, Centre de Recherche en Transplantation et Immunologie, UMR 1064, 44000 Nantes, France; CHU Nantes, Nantes Université, Laboratoire d'Immunologie, 44000 Nantes, France.

Giuliana Magri (G)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Kevin Tuballes (K)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Zhen Zhao (Z)

Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Francesca Petralia (F)

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Robert Samstein (R)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Radiation Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Natalie Roy D'Amore (NR)

Immuno-oncology Drug Discovery Unit, Millennium Pharmaceuticals, Inc. a wholly owned subsidiary of Takeda Pharmaceutical Company Limited, Tokyo, Japan.

Gavin Thurston (G)

Department of Oncology & Angiogenesis, Regeneron Pharmaceuticals Inc., Tarrytown, NY, USA.

Alice O Kamphorst (AO)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Andrea Wolf (A)

Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Raja Flores (R)

Department of Thoracic Surgery, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Pei Wang (P)

Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Sören Müller (S)

Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA, USA.

Ira Mellman (I)

Department of Cancer Immunology, Genentech, South San Francisco, CA, USA.

Mary Beth Beasley (MB)

Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Hélène Salmon (H)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Adeeb H Rahman (AH)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Thomas U Marron (TU)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Hematology/Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Ephraim Kenigsberg (E)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA. Electronic address: ephraim.kenigsberg@mssm.edu.

Miriam Merad (M)

The Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Institute for Thoracic Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA. Electronic address: miriam.merad@mssm.edu.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH