Ancestry-driven recalibration of tumor mutational burden and disparate clinical outcomes in response to immune checkpoint inhibitors.


Journal

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

Informations de publication

Date de publication:
10 10 2022
Historique:
received: 03 02 2022
revised: 01 07 2022
accepted: 18 08 2022
pubmed: 1 10 2022
medline: 14 10 2022
entrez: 30 9 2022
Statut: ppublish

Résumé

The immune checkpoint inhibitor (ICI) pembrolizumab is US FDA approved for treatment of solid tumors with high tumor mutational burden (TMB-high; ≥10 variants/Mb). However, the extent to which TMB-high generalizes as an accurate biomarker in diverse patient populations is largely unknown. Using two clinical cohorts, we investigated the interplay between genetic ancestry, TMB, and tumor-only versus tumor-normal paired sequencing in solid tumors. TMB estimates from tumor-only panels substantially overclassified individuals into the clinically important TMB-high group due to germline contamination, and this bias was particularly pronounced in patients with Asian/African ancestry. Among patients with non-small cell lung cancer treated with ICIs, those misclassified as TMB-high from tumor-only panels did not associate with improved outcomes. TMB-high was significantly associated with improved outcomes only in European ancestries and merits validation in non-European ancestry populations. Ancestry-aware tumor-only TMB calibration and ancestry-diverse biomarker studies are critical to ensure that existing disparities are not exacerbated in precision medicine.

Identifiants

pubmed: 36179682
pii: S1535-6108(22)00386-5
doi: 10.1016/j.ccell.2022.08.022
pmc: PMC9559771
mid: NIHMS1832942
pii:
doi:

Substances chimiques

Biomarkers, Tumor 0
Immune Checkpoint Inhibitors 0

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

1161-1172.e5

Subventions

Organisme : NHGRI NIH HHS
ID : R01 HG006399
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA244569
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA227237
Pays : United States
Organisme : NCI NIH HHS
ID : R00 CA259223
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA008748
Pays : United States
Organisme : NHGRI NIH HHS
ID : R01 HG012133
Pays : United States

Commentaires et corrections

Type : CommentIn
Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2022 Elsevier Inc. All rights reserved.

Déclaration de conflit d'intérêts

Declaration of interests G.S. reports the following disclosures: advisory boards of BMS, Genentech, EMD Serono, Merck, Sanofi, Seattle Genetics/Astellas, Astrazeneca, Exelixis, Janssen, Bicycle Therapeutics, Pfizer, Immunomedics/Gilead, Scholar Rock, and G1 Therapeutics; research support to Sanofi, Astrazeneca, Immunomedics/Gilead, QED, Predicine, and BMS; steering committee of studies of BMS, Bavarian Nordic, Seattle Genetics, QED, and G1 Therapeutics (all unpaid) and Astrazeneca, EMD Serono, Debiopharm (paid); data safety monitoring committee of Mereo; travel costs from BMS (2019) and Astrazeneca (2018); writing/editor fees from UpToDate and as editor of the Elsevier PracticeUpdate Bladder Cancer Center of Excellence; speaking fees from Physicians Education Resource (PER), Onclive, Research to Practice, and Medscape (all educational). M.G. receives research funding from Bristol-Myers Squibb, Merck, Servier, and Janssen. F.S.H. reports grants and other from Bristol-Myers Squibb; personal fees from Merck; personal fees from EMD Serono; grants, personal fees, and other from Novartis; personal fees from Surface; personal fees from Compass Therapeutics; personal fees from Apricity; personal fees from Aduro; personal fees from Sanofi; personal fees from Pionyr; personal fees from Torque; personal fees from Bicara; other from Pieris Pharmaceuticals; personal fees from Eisai; personal fees from Checkpoint Therapeutics; personal fees from Idera; personal fees from Genentech/Roche; personal fees from BioEntre; personal fees from Gossamer; personal fees from Phio; personal fees from Iovance; personal fees from Trillium; personal fees from Abcuro; personal fees from Catalym; personal fees from Immunocore; outside the submitted work. In addition, F.S.H. has the following patents: Methods for Treating MICA-Related Disorders (20100111973) with royalties paid; Tumor Antigens and Uses Thereof (7250291) issued; Angiopoiten-2 Biomarkers Predictive of Anti-immune Checkpoint Response (20170248603) pending; Compositions and Methods for Identification, Assessment, Prevention, and Treatment of Melanoma using PD-L1 Isoforms (20160340407) pending; Therapeutic Peptides (20160046716) pending; Therapeutic Peptides (20140004112) pending; Therapeutic Peptides (20170022275) pending; Therapeutic Peptides (20170008962) pending; Therapeutic Peptides (9402905) issued; Methods of Using Pembrolizumab and Trebananib pending; Vaccine Compositions and Methods for Restoring NKG2D Pathway Function against Cancers (10279021) issued; Antibodies That Bind to MHC Class I Polypeptide-Related Sequence A (10106611) issued; and Anti-galectin Antibody Biomarkers Predictive of Anti-immune Checkpoint and Anti-angiogenesis Responses. T.K.C. reports the following disclosures: research/advisory boards/consultancy/honoraria (institutional and personal, paid and unpaid) for or from AstraZeneca, Aveo, Bayer, Bristol Myers-Squibb, Eisai, EMD Serono, Exelixis, GlaxoSmithKline, IQVA, Ipsen, Kanaph, Lilly, Merck, Nikang, Novartis, Pfizer, Roche, Sanofi/Aventis, Takeda, and Tempest; travel, accommodations, expenses, medical writing in relation to consulting, advisory roles, or honoraria; stock options in Pionyr and Tempest; and other: UpToDate royalties, CME-related events (e.g., OncLIve, PVI, MJH Life Sciences) honoraria, NCI GU steering committee. T.K.C. also has patents filed, royalties, or other intellectual properties (no income as of this writing) related to biomarkers of immune checkpoint blockers and ctDNA. No speaker’s bureau. T.K.C. is supported in part by the Dana-Farber/Harvard Cancer Center Kidney SPORE and Program, the Kohlberg Chair at Harvard Medical School and the Trust Family, Michael Brigham, and Loker Pinard Funds for Kidney Cancer Research at DFCI.

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Auteurs

Amin H Nassar (AH)

Department of Hematology/Oncology, Yale New Haven Hospital, New Haven, CT 06510, USA; Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Elio Adib (E)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Sarah Abou Alaiwi (S)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Talal El Zarif (T)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Stefan Groha (S)

Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Elie W Akl (EW)

Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Pier Vitale Nuzzo (PV)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Tarek H Mouhieddine (TH)

Division of Hematology and Medical Oncology, Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, New York, NY 10029, USA.

Tomin Perea-Chamblee (T)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Kodi Taraszka (K)

Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA.

Habib El-Khoury (H)

Center for Prevention of Progression of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Muhieddine Labban (M)

Department of Urologic Surgery, Brigham and Women's Hospital, Boston, MA 02115, USA.

Christopher Fong (C)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Kanika S Arora (KS)

Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Chris Labaki (C)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Wenxin Xu (W)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Guru Sonpavde (G)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Robert I Haddad (RI)

Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Kent W Mouw (KW)

Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Marios Giannakis (M)

Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

F Stephen Hodi (FS)

Melanoma Center, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Noah Zaitlen (N)

Department of Computational Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA.

Adam J Schoenfeld (AJ)

Thoracic Oncology Service, Division of Solid Tumor Oncology, Department of Medicine, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, 1275 York Avenue, New York, NY 10065, USA.

Nikolaus Schultz (N)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Michael F Berger (MF)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Laura E MacConaill (LE)

Department of Pathology, Brigham and Women's Hospital, Boston, MA 02115, USA; Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Guruprasad Ananda (G)

Center for Cancer Genome Discovery, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

David J Kwiatkowski (DJ)

Department of Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.

Toni K Choueiri (TK)

Lank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Deborah Schrag (D)

Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Jian Carrot-Zhang (J)

Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA.

Alexander Gusev (A)

Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Division of Population Sciences, Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA. Electronic address: alexander_gusev@dfci.harvard.edu.

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