Single-cell analyses identify circulating anti-tumor CD8 T cells and markers for their enrichment.


Journal

The Journal of experimental medicine
ISSN: 1540-9538
Titre abrégé: J Exp Med
Pays: United States
ID NLM: 2985109R

Informations de publication

Date de publication:
05 04 2021
Historique:
received: 07 05 2020
revised: 06 08 2020
accepted: 09 12 2020
entrez: 2 3 2021
pubmed: 3 3 2021
medline: 7 10 2021
Statut: ppublish

Résumé

The ability to monitor anti-tumor CD8+ T cell responses in the blood has tremendous therapeutic potential. Here, we used paired single-cell RNA and TCR sequencing to detect and characterize "tumor-matching" (TM) CD8+ T cells in the blood of mice with MC38 tumors or melanoma patients using the TCR as a molecular barcode. TM cells showed increased activation compared with nonmatching T cells in blood and were less exhausted than matching cells in tumors. Importantly, PD-1, which has been used to identify putative circulating anti-tumor CD8+ T cells, showed poor sensitivity for identifying TM cells. By leveraging the transcriptome, we identified candidate cell surface markers for TM cells in mice and patients and validated NKG2D, CD39, and CX3CR1 in mice. These data show that the TCR can be used to identify tumor-relevant cells for characterization, reveal unique transcriptional properties of TM cells, and develop marker panels for tracking and analysis of these cells.

Identifiants

pubmed: 33651880
pii: 211836
doi: 10.1084/jem.20200920
pmc: PMC7933992
pii:
doi:

Substances chimiques

Biomarkers, Tumor 0
PDCD1 protein, human 0
Pdcd1 protein, mouse 0
Programmed Cell Death 1 Receptor 0
Receptors, Antigen, T-Cell 0

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NCI NIH HHS
ID : U54 CA225088
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK063720
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA229851
Pays : United States
Organisme : NIAID NIH HHS
ID : P01 AI039671
Pays : United States
Organisme : NIAID NIH HHS
ID : P01 AI108545
Pays : United States
Organisme : NIDDK NIH HHS
ID : T32 DK007573
Pays : United States
Organisme : NIAID NIH HHS
ID : P01 AI056299
Pays : United States
Organisme : NIAID NIH HHS
ID : T32 AI007334
Pays : United States
Organisme : NHGRI NIH HHS
ID : T32 HG002295
Pays : United States
Organisme : NIGMS NIH HHS
ID : T32 GM007753
Pays : United States
Organisme : NIH HHS
ID : S10 OD021822
Pays : United States
Organisme : NCI NIH HHS
ID : T32 CA009172
Pays : United States

Informations de copyright

© 2021 Pauken et al.

Déclaration de conflit d'intérêts

Disclosures:   K. Tsai reported personal fees from Regeneron, grants from Array/Pfizer, grants from Replimune, and grants from Oncosec outside the submitted work. M. Rosenblum reported other from TRex Bio and other from Sitryx Bio outside the submitted work. A. Daud reported grants from Merck, grants from BMS, other from Trex, grants from Pfizer, grants from Incyte, grants from Xencor, grants from Roche, and grants from Novartis during the conduct of the study as well as grants from Oncosec outside the submitted work. A. Sharpe reported grants from NIH R01 CA229851, grants from NIH U54 CA224088, grants from NIH P01 56299, and grants from NIH P01 39671 during the conduct of the study; personal fees from Surface Oncology, personal fees from Sqz Biotech, personal fees from Selecta, personal fees from Monopteros, personal fees from Elstar, personal fees from Elpiscience, grants from Novartis, grants from Roche, grants from Merck, grants from Ipsen, grants from UCB, and grants from Quark Ventures outside the submitted work. In addition, A. Sharpe had a patent number 7,432,059 with royalties paid (Roche, Merck, Bristol-Myers-Squibb, EMD-Serono, Boehringer-Ingelheim, AstraZeneca, Leica, Mayo Clinic, Dako and Novartis), a patent number 7,722,868 with royalties paid (Roche, Merck, Bristol-Myers-Squibb, EMD-Serono, Boehringer-Ingelheim, AstraZeneca, Leica, Mayo Clinic, Dako and Novartis), a patent number 8,652,465 licensed (Roche), a patent number 9,457,080 licensed (Roche), a patent number 9,683,048 licensed (Novartis), a patent number 9,815,898 licensed (Novartis), a patent number 9,845,356 licensed (Novartis), a patent number 10,202,454 licensed (Novartis), a patent number 10,457,733 licensed (Novartis), a patent number 9,580,684 issued (none), a patent number 9,988,452 issued (none), and a patent number 10,370,446 issued (none); A. Sharpe is on the scientific advisory boards for the Massachusetts General Cancer Center, Program in Cellular and Molecular Medicine at Boston Children's Hospital, and the Human Oncology and Pathogenesis Program at Memorial Sloan Kettering Cancer Center and is a scientific editor for the Journal of Experimental Medicine. M. Singer reported personal fees from Guardant Health outside the submitted work. No other disclosures were reported.

Références

Nature. 2018 May;557(7706):575-579
pubmed: 29769722
Mol Syst Biol. 2019 Oct;15(10):e9005
pubmed: 31657111
Nat Cancer. 2020 Feb;1(2):210-221
pubmed: 32110781
J Immunol. 2013 Aug 1;191(3):1307-15
pubmed: 23804716
Nat Med. 2020 Apr;26(4):566-576
pubmed: 32251400
J Immunol. 2011 Apr 1;186(7):4200-12
pubmed: 21383243
Proc Natl Acad Sci U S A. 2019 Nov 5;116(45):22699-22709
pubmed: 31636208
Nat Rev Immunol. 2018 Mar;18(3):153-167
pubmed: 28990585
Nat Med. 2016 Apr;22(4):433-8
pubmed: 26901407
Immunity. 2012 Dec 14;37(6):1130-44
pubmed: 23159438
Nature. 2018 Jun;558(7710):454-459
pubmed: 29899446
J Immunol. 2007 Nov 15;179(10):6704-14
pubmed: 17982060
Proc Natl Acad Sci U S A. 2017 Mar 28;114(13):E2776-E2785
pubmed: 28283662
Cell. 2018 Nov 1;175(4):998-1013.e20
pubmed: 30388456
Nat Med. 2019 Aug;25(8):1251-1259
pubmed: 31359002
Science. 2018 Mar 30;359(6383):1537-1542
pubmed: 29599246
Nat Immunol. 2013 Apr;14(4):404-12
pubmed: 23396170
Front Immunol. 2015 Sep 10;6:468
pubmed: 26441973
Nat Immunol. 2019 Mar;20(3):326-336
pubmed: 30778252
Genome Biol. 2019 Dec 23;20(1):295
pubmed: 31870412
Cell. 2002 Dec 13;111(6):837-51
pubmed: 12526810
Nat Methods. 2017 Sep;14(9):865-868
pubmed: 28759029
Int J Cancer. 2012 Oct 1;131(7):1601-10
pubmed: 21607945
Cell. 2017 Sep 7;170(6):1120-1133.e17
pubmed: 28803728
Bioinformatics. 2018 May 1;34(9):1565-1567
pubmed: 29228186
Immunity. 2018 Mar 20;48(3):434-452
pubmed: 29562194
Proc Natl Acad Sci U S A. 2006 Feb 28;103(9):3304-9
pubmed: 16492737
Genome Biol. 2018 Feb 6;19(1):15
pubmed: 29409532
J Exp Med. 2021 Apr 5;218(4):
pubmed: 33651881
Genome Biol. 2019 Dec 23;20(1):296
pubmed: 31870423
Immunity. 2019 Jan 15;50(1):195-211.e10
pubmed: 30635237
Nat Rev Immunol. 2013 May;13(5):309-20
pubmed: 23598650
J Exp Med. 2010 Mar 15;207(3):553-64
pubmed: 20156972
Nat Med. 2019 Mar;25(3):477-486
pubmed: 30742122
J Clin Invest. 2014 May;124(5):2246-59
pubmed: 24667641
Immunity. 2019 Jan 15;50(1):181-194.e6
pubmed: 30635236
Cell Mol Immunol. 2018 May;15(5):470-479
pubmed: 29400704
Nat Biotechnol. 2020 Oct;38(10):1194-1202
pubmed: 32341563
Annu Rev Immunol. 2010;28:275-94
pubmed: 20307209
Nat Commun. 2019 Feb 4;10(1):567
pubmed: 30718505
Nat Med. 2012 Feb 26;18(3):422-8
pubmed: 22366950
J Exp Med. 2020 Sep 7;217(9):
pubmed: 32539073
Proc Natl Acad Sci U S A. 2005 Oct 25;102(43):15545-50
pubmed: 16199517
Nature. 2019 Jan;565(7739):366-371
pubmed: 30598548
Genome Res. 2015 Dec;25(12):1860-72
pubmed: 26430063
Nature. 2016 Aug 2;537(7620):412-428
pubmed: 27501245
JCI Insight. 2018 Apr 19;3(8):
pubmed: 29669928
Immunity. 2018 Feb 20;48(2):327-338.e5
pubmed: 29466758
Immunity. 2006 Sep;25(3):511-20
pubmed: 16973385
Nat Med. 2019 Mar;25(3):454-461
pubmed: 30804515
Nature. 2017 Dec 21;552(7685):362-367
pubmed: 29236685
Curr Oncol Rep. 2020 Feb 11;22(3):25
pubmed: 32048065
Genome Biol. 2020 Jul 27;21(1):183
pubmed: 32718323
Nucleic Acids Res. 2016 Jan 4;44(D1):D1251-7
pubmed: 26450961
Nat Rev Immunol. 2015 Aug;15(8):486-99
pubmed: 26205583
Nat Rev Cancer. 2020 Apr;20(4):218-232
pubmed: 32024970
Nat Med. 2018 Jul;24(7):978-985
pubmed: 29942094
Nature. 2017 May 4;545(7652):60-65
pubmed: 28397821
Immunity. 2020 May 19;52(5):825-841.e8
pubmed: 32396847
Nature. 2017 Dec 14;552(7684):253-257
pubmed: 29211713
Nature. 2016 Sep 15;537(7620):417-421
pubmed: 27501248
Immunity. 2016 Dec 20;45(6):1270-1284
pubmed: 27939671
Nat Biotechnol. 2020 Feb;38(2):147-150
pubmed: 31937974
Clin Cancer Res. 2020 Mar 15;26(6):1359-1371
pubmed: 31831563
Nature. 2017 Jan 18;541(7637):321-330
pubmed: 28102259
Ann Oncol. 2020 Apr;31(4):532-540
pubmed: 32147213
Nat Immunol. 2017 Apr;18(4):422-432
pubmed: 28218746
Nature. 2016 Apr 28;532(7600):512-6
pubmed: 27096360
Science. 2016 Apr 8;352(6282):189-96
pubmed: 27124452
Nature. 2020 Mar;579(7798):274-278
pubmed: 32103181
Science. 2018 Mar 23;359(6382):1350-1355
pubmed: 29567705
Cell. 2017 Jan 26;168(3):487-502.e15
pubmed: 28111070
Cell. 2016 Sep 8;166(6):1500-1511.e9
pubmed: 27610572
Nat Commun. 2019 Sep 27;10(1):4401
pubmed: 31562311
Proc Natl Acad Sci U S A. 2017 May 9;114(19):4993-4998
pubmed: 28446615
JCI Insight. 2018 Dec 6;3(23):
pubmed: 30518694
Science. 2015 Apr 3;348(6230):56-61
pubmed: 25838373
PLoS Pathog. 2015 Oct 20;11(10):e1005177
pubmed: 26485519

Auteurs

Kristen E Pauken (KE)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.

Osmaan Shahid (O)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.

Kaitlyn A Lagattuta (KA)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.
Harvard-MIT Medical Scientist Training Program, Harvard Medical School, Boston, MA.

Kelly M Mahuron (KM)

Department of Surgery, University of California, San Francisco, San Francisco, CA.

Jacob M Luber (JM)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.
Broad Institute of MIT and Harvard, Cambridge, MA.
Department of Biomedical Informatics, Harvard Medical School, Boston, MA.

Margaret M Lowe (MM)

Department of Dermatology, University of California, San Francisco, San Francisco, CA.

Linglin Huang (L)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.
Department of Biostatistics, Harvard H. Chan School of Public Health, Boston, MA.

Conor Delaney (C)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.

Jaclyn M Long (JM)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.
Department of Bioengineering, Northeastern University, Boston, MA.

Megan E Fung (ME)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.

Kathleen Newcomer (K)

Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.

Katy K Tsai (KK)

Department of Medicine, University of California, San Francisco, San Francisco, CA.
Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA.

Melissa Chow (M)

Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA.

Samantha Guinn (S)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.

Juhi R Kuchroo (JR)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.

Kelly P Burke (KP)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.
Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA.

Jason M Schenkel (JM)

Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA.
Department of Pathology, Brigham and Women's Hospital, Boston, MA.

Michael D Rosenblum (MD)

Department of Dermatology, University of California, San Francisco, San Francisco, CA.

Adil I Daud (AI)

Department of Medicine, University of California, San Francisco, San Francisco, CA.

Arlene H Sharpe (AH)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Evergrande Center for Immunological Diseases, Harvard Medical School and Brigham and Women's Hospital, Boston, MA.
Broad Institute of MIT and Harvard, Cambridge, MA.

Meromit Singer (M)

Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA.
Department of Data Sciences, Dana-Farber Cancer Institute, Boston, MA.
Broad Institute of MIT and Harvard, Cambridge, MA.

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