| Title: | Tumor Mutational Burden Is Polygenic and Genetically Associated with Complex Traits and Diseases |
| Journal: | Cancer Research |
| Published: | 1 Mar 2021 |
| Pubmed: | https://pubmed.ncbi.nlm.nih.gov/33419773/ |
| DOI: | https://doi.org/10.1158/0008-5472.can-20-3459 |
| URL: | ~Ehttps://aacr.figshare.com/articles/journal_contribution/Supplementary_Data_from_Tumor_Mutational_Burden_Is_Polygenic_and_Genetically_Associated_with_Complex_Traits_and_Diseases/22427017/1/files/39873361.pdf~ |
| Citations: | 15 (9 in last 2 years) as of 8 Aug 2024 |
Publication 9562
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Abstract
Tumor mutational burden (TMB) is an emerging biomarker of response to immunotherapy in solid tumors. However, the extent to which variation in TMB between patients is attributable to germline genetic variation remains elusive. Here, using 7,004 unrelated patients of European descent across 33 cancer types from The Cancer Genome Atlas, we show that pan-cancer TMB is polygenic with approximately 13% of its variation explained by approximately 1.1 million common variants altogether. We identify germline variants that affect TMB in stomach adenocarcinoma through altering the expression levels of BAG5 and KLC1. Further analyses provide evidence that TMB is genetically associated with complex traits and diseases, such as smoking, rheumatoid arthritis, height, and cancers, and some of the associations are likely causal. Overall, these results provide new insights into the genetic basis of somatic mutations in tumors and may inform future efforts to use genetic variants to stratify patients for immunotherapy. SIGNIFICANCE: This study provides evidence for a polygenic architecture of tumor mutational burden and opens an avenue for the use of whole-genome germline genetic variations to stratify patients with cancer for immunotherapy.</p>
14 Keywords
- Arthritis, Rheumatoid
- Body Height
- Female
- Genetic Variation
- Genome-Wide Association Study
- Humans
- Kinesins
- Male
- Multifactorial Inheritance
- Mutation
- Neoplasms
- Polymorphism, Single Nucleotide
- Tobacco Smoking
- White People
9 Authors
- Xiwei Sun
- Angli Xue
- Ting Qi
- Dan Chen
- Dandan Shi
- Yang Wu
- Zhili Zheng
- Jian Zeng
- Jian Yang
1 Application
| Application ID | Title |
|---|---|
| 54336 | Identifying genetic and environmental factors underpinning complex trait variation in humans |
Enabling scientific discoveries that improve human health