Literature DB >> 36179682

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

Amin H Nassar1, Elio Adib2, Sarah Abou Alaiwi2, Talal El Zarif3, Stefan Groha4, Elie W Akl5, Pier Vitale Nuzzo3, Tarek H Mouhieddine6, Tomin Perea-Chamblee7, Kodi Taraszka8, Habib El-Khoury9, Muhieddine Labban10, Christopher Fong7, Kanika S Arora11, Chris Labaki3, Wenxin Xu3, Guru Sonpavde3, Robert I Haddad12, Kent W Mouw13, Marios Giannakis12, F Stephen Hodi14, Noah Zaitlen8, Adam J Schoenfeld15, Nikolaus Schultz7, Michael F Berger16, Laura E MacConaill17, Guruprasad Ananda18, David J Kwiatkowski5, Toni K Choueiri3, Deborah Schrag19, Jian Carrot-Zhang20, Alexander Gusev21.   

Abstract

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.
Copyright © 2022 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  biomarker; cancer disparities; genetic ancestry; genomics; immunotherapy; tumor mutational burden

Mesh:

Substances:

Year:  2022        PMID: 36179682      PMCID: PMC9559771          DOI: 10.1016/j.ccell.2022.08.022

Source DB:  PubMed          Journal:  Cancer Cell        ISSN: 1535-6108            Impact factor:   38.585


  51 in total

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Authors:  Prateek Kumar; Steven Henikoff; Pauline C Ng
Journal:  Nat Protoc       Date:  2009-06-25       Impact factor: 13.491

2.  Institutional implementation of clinical tumor profiling on an unselected cancer population.

Authors:  Lynette M Sholl; Khanh Do; Priyanka Shivdasani; Ethan Cerami; Adrian M Dubuc; Frank C Kuo; Elizabeth P Garcia; Yonghui Jia; Phani Davineni; Ryan P Abo; Trevor J Pugh; Paul van Hummelen; Aaron R Thorner; Matthew Ducar; Alice H Berger; Mizuki Nishino; Katherine A Janeway; Alanna Church; Marian Harris; Lauren L Ritterhouse; Joshua D Campbell; Vanesa Rojas-Rudilla; Azra H Ligon; Shakti Ramkissoon; James M Cleary; Ursula Matulonis; Geoffrey R Oxnard; Richard Chao; Vanessa Tassell; James Christensen; William C Hahn; Philip W Kantoff; David J Kwiatkowski; Bruce E Johnson; Matthew Meyerson; Levi A Garraway; Geoffrey I Shapiro; Barrett J Rollins; Neal I Lindeman; Laura E MacConaill
Journal:  JCI Insight       Date:  2016-11-17

3.  Race and Genetic Ancestry in Medicine - A Time for Reckoning with Racism.

Authors:  Luisa N Borrell; Jennifer R Elhawary; Elena Fuentes-Afflick; Jonathan Witonsky; Nirav Bhakta; Alan H B Wu; Kirsten Bibbins-Domingo; José R Rodríguez-Santana; Michael A Lenoir; James R Gavin; Rick A Kittles; Noah A Zaitlen; David S Wilkes; Neil R Powe; Elad Ziv; Esteban G Burchard
Journal:  N Engl J Med       Date:  2021-01-06       Impact factor: 91.245

4.  The Immune Landscape of Cancer.

Authors:  Vésteinn Thorsson; David L Gibbs; Scott D Brown; Denise Wolf; Dante S Bortone; Tai-Hsien Ou Yang; Eduard Porta-Pardo; Galen F Gao; Christopher L Plaisier; James A Eddy; Elad Ziv; Aedin C Culhane; Evan O Paull; I K Ashok Sivakumar; Andrew J Gentles; Raunaq Malhotra; Farshad Farshidfar; Antonio Colaprico; Joel S Parker; Lisle E Mose; Nam Sy Vo; Jianfang Liu; Yuexin Liu; Janet Rader; Varsha Dhankani; Sheila M Reynolds; Reanne Bowlby; Andrea Califano; Andrew D Cherniack; Dimitris Anastassiou; Davide Bedognetti; Younes Mokrab; Aaron M Newman; Arvind Rao; Ken Chen; Alexander Krasnitz; Hai Hu; Tathiane M Malta; Houtan Noushmehr; Chandra Sekhar Pedamallu; Susan Bullman; Akinyemi I Ojesina; Andrew Lamb; Wanding Zhou; Hui Shen; Toni K Choueiri; John N Weinstein; Justin Guinney; Joel Saltz; Robert A Holt; Charles S Rabkin; Alexander J Lazar; Jonathan S Serody; Elizabeth G Demicco; Mary L Disis; Benjamin G Vincent; Ilya Shmulevich
Journal:  Immunity       Date:  2018-04-05       Impact factor: 43.474

5.  Comprehensive genomic characterization of head and neck squamous cell carcinomas.

Authors: 
Journal:  Nature       Date:  2015-01-29       Impact factor: 49.962

Review 6.  Tumor mutational burden quantification from targeted gene panels: major advancements and challenges.

Authors:  Laura Fancello; Sara Gandini; Pier Giuseppe Pelicci; Luca Mazzarella
Journal:  J Immunother Cancer       Date:  2019-07-15       Impact factor: 13.751

7.  Tumor Mutational Burden From Tumor-Only Sequencing Compared With Germline Subtraction From Paired Tumor and Normal Specimens.

Authors:  Kaushal Parikh; Robert Huether; Kevin White; Derick Hoskinson; Nike Beaubier; Haidong Dong; Alex A Adjei; Aaron S Mansfield
Journal:  JAMA Netw Open       Date:  2020-02-05

8.  Constructing germline research cohorts from the discarded reads of clinical tumor sequences.

Authors:  Alexander Gusev; Noah Zaitlen; Stefan Groha; Kodi Taraszka; Yevgeniy R Semenov
Journal:  Genome Med       Date:  2021-11-08       Impact factor: 11.117

9.  A decade of immune-checkpoint inhibitors in cancer therapy.

Authors:  Caroline Robert
Journal:  Nat Commun       Date:  2020-07-30       Impact factor: 14.919

10.  Sequencing of 53,831 diverse genomes from the NHLBI TOPMed Program.

Authors:  Daniel Taliun; Daniel N Harris; Michael D Kessler; Jedidiah Carlson; Zachary A Szpiech; Raul Torres; Sarah A Gagliano Taliun; André Corvelo; Stephanie M Gogarten; Hyun Min Kang; Achilleas N Pitsillides; Jonathon LeFaive; Seung-Been Lee; Xiaowen Tian; Brian L Browning; Sayantan Das; Anne-Katrin Emde; Wayne E Clarke; Douglas P Loesch; Amol C Shetty; Thomas W Blackwell; Albert V Smith; Quenna Wong; Xiaoming Liu; Matthew P Conomos; Dean M Bobo; François Aguet; Christine Albert; Alvaro Alonso; Kristin G Ardlie; Dan E Arking; Stella Aslibekyan; Paul L Auer; John Barnard; R Graham Barr; Lucas Barwick; Lewis C Becker; Rebecca L Beer; Emelia J Benjamin; Lawrence F Bielak; John Blangero; Michael Boehnke; Donald W Bowden; Jennifer A Brody; Esteban G Burchard; Brian E Cade; James F Casella; Brandon Chalazan; Daniel I Chasman; Yii-Der Ida Chen; Michael H Cho; Seung Hoan Choi; Mina K Chung; Clary B Clish; Adolfo Correa; Joanne E Curran; Brian Custer; Dawood Darbar; Michelle Daya; Mariza de Andrade; Dawn L DeMeo; Susan K Dutcher; Patrick T Ellinor; Leslie S Emery; Celeste Eng; Diane Fatkin; Tasha Fingerlin; Lukas Forer; Myriam Fornage; Nora Franceschini; Christian Fuchsberger; Stephanie M Fullerton; Soren Germer; Mark T Gladwin; Daniel J Gottlieb; Xiuqing Guo; Michael E Hall; Jiang He; Nancy L Heard-Costa; Susan R Heckbert; Marguerite R Irvin; Jill M Johnsen; Andrew D Johnson; Robert Kaplan; Sharon L R Kardia; Tanika Kelly; Shannon Kelly; Eimear E Kenny; Douglas P Kiel; Robert Klemmer; Barbara A Konkle; Charles Kooperberg; Anna Köttgen; Leslie A Lange; Jessica Lasky-Su; Daniel Levy; Xihong Lin; Keng-Han Lin; Chunyu Liu; Ruth J F Loos; Lori Garman; Robert Gerszten; Steven A Lubitz; Kathryn L Lunetta; Angel C Y Mak; Ani Manichaikul; Alisa K Manning; Rasika A Mathias; David D McManus; Stephen T McGarvey; James B Meigs; Deborah A Meyers; Julie L Mikulla; Mollie A Minear; Braxton D Mitchell; Sanghamitra Mohanty; May E Montasser; Courtney Montgomery; Alanna C Morrison; Joanne M Murabito; Andrea Natale; Pradeep Natarajan; Sarah C Nelson; Kari E North; Jeffrey R O'Connell; Nicholette D Palmer; Nathan Pankratz; Gina M Peloso; Patricia A Peyser; Jacob Pleiness; Wendy S Post; Bruce M Psaty; D C Rao; Susan Redline; Alexander P Reiner; Dan Roden; Jerome I Rotter; Ingo Ruczinski; Chloé Sarnowski; Sebastian Schoenherr; David A Schwartz; Jeong-Sun Seo; Sudha Seshadri; Vivien A Sheehan; Wayne H Sheu; M Benjamin Shoemaker; Nicholas L Smith; Jennifer A Smith; Nona Sotoodehnia; Adrienne M Stilp; Weihong Tang; Kent D Taylor; Marilyn Telen; Timothy A Thornton; Russell P Tracy; David J Van Den Berg; Ramachandran S Vasan; Karine A Viaud-Martinez; Scott Vrieze; Daniel E Weeks; Bruce S Weir; Scott T Weiss; Lu-Chen Weng; Cristen J Willer; Yingze Zhang; Xutong Zhao; Donna K Arnett; Allison E Ashley-Koch; Kathleen C Barnes; Eric Boerwinkle; Stacey Gabriel; Richard Gibbs; Kenneth M Rice; Stephen S Rich; Edwin K Silverman; Pankaj Qasba; Weiniu Gan; George J Papanicolaou; Deborah A Nickerson; Sharon R Browning; Michael C Zody; Sebastian Zöllner; James G Wilson; L Adrienne Cupples; Cathy C Laurie; Cashell E Jaquish; Ryan D Hernandez; Timothy D O'Connor; Gonçalo R Abecasis
Journal:  Nature       Date:  2021-02-10       Impact factor: 69.504

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  1 in total

1.  Biomarker benchmarking.

Authors:  Linda Koch
Journal:  Nat Rev Genet       Date:  2022-10-06       Impact factor: 59.581

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