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Updated: Sep 27, 2025

Targeted Next-generation Sequencing and Bioinformatics Pipeline to Evaluate Genetic Determinants of Constitutional Disease
Published on: April 4, 2018
Uncovering variable neoplasms between ATM protein-truncating and common missense variants using 394 694 UK Biobank
Xiao Jiang1, Amanda O'Neill1, Katherine R Smith1
1Centre for Genomics Research, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK.
Abstract:
As an essential regulator of DNA damage, ataxia-telangiectasia mutated (ATM) gene has been widely studied in oncology. However, the independent effects of ATM missense variants and protein-truncating variants (PTVs) on neoplasms have not been heavily studied. Whole-exome sequencing data and the clinical health records of 394,694 UK Biobank European participants were used in this analysis. We mined genetic associations from gene-level and variant-level phenome-wide association studies, and conducted a variant-level conditional association study to test whether the effects of ATM missense variants on neoplasms were independent of ATM PTV carrier status. The gene-level PTV collapsing analysis was consistent with established ATM PTV literature showing that the aggregated impact of 286 ATM PTVs significantly (p < 2 × 10-9 ) associated with 31 malignant neoplasm phenotypes. Of 773 distinct protein-coding variants in ATM, three individual missense variants significantly (p < 2 × 10-9 ) associated with nine phenotypes. Remarkably, although the nine phenotypes were tumor-related, none overlapped the established ATM PTV-linked malignancies. A subsequent conditional analysis identified that the missense signals were acting independently of the known clinically relevant ATM PTVs.
Insights
The ataxia-telangiectasia mutated (ATM) gene
Area of Science:
- Genetics
- Oncology
- Genomic Medicine
Background:
- The ataxia-telangiectasia mutated (ATM) gene is a critical DNA damage regulator in cancer.
- While ATM's role in oncology is established, the distinct impacts of its missense variants versus protein-truncating variants (PTVs) on neoplasms require further investigation.
Purpose of the Study:
- To investigate the independent associations of ATM missense variants and protein-truncating variants (PTVs) with various neoplasms.
- To determine if ATM missense variant effects on neoplasms are independent of ATM PTV carrier status.
Main Methods:
- Utilized whole-exome sequencing data and clinical health records from 394,694 UK Biobank European participants.
- Performed gene-level and variant-level phenome-wide association studies (PheWAS).
- Conducted variant-level conditional association analysis to assess independence of missense variant effects from PTVs.
Main Results:
- Gene-level analysis confirmed significant associations between ATM PTVs and 31 malignant neoplasm phenotypes (p < 2 × 10⁻⁹).
- Three individual ATM missense variants showed significant associations with nine distinct tumor-related phenotypes (p < 2 × 10⁻⁹).
- Crucially, these nine missense-associated phenotypes did not overlap with malignancies linked to ATM PTVs, and conditional analysis confirmed their independence.
Conclusions:
- ATM PTVs are strongly associated with a broad spectrum of malignancies, consistent with existing literature.
- Specific ATM missense variants are independently associated with distinct sets of neoplasms, suggesting unique biological roles beyond PTVs.
- This highlights the importance of distinguishing between different variant types within the ATM gene for a comprehensive understanding of cancer risk.
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