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Identifying Susceptibility Loci for Cutaneous Squamous Cell Carcinoma Using a Fast Sequence Kernel Association Test.
Manyan Huang1, Chen Lyu1, Xin Li2,3
1Department of Epidemiology and Biostatistics, School of Public Health, Indiana University at Bloomington, Bloomington, IN, United States.
Frontiers in Genetics
|May 27, 2021
Summary
This study investigated genetic factors contributing to cutaneous squamous cell carcinoma (cSCC) risk using gene-based association tests. Four genes, HP1BP3, DAG1, SEPT7P2, and SLFN12, were identified as potentially associated with cSCC development.
Area of Science:
- Genetics
- Oncology
- Dermatology
Background:
- Cutaneous squamous cell carcinoma (cSCC) is a prevalent skin cancer in the US.
- Previous genome-wide association studies (GWAS) primarily used single-locus methods.
- Identifying genetic variants associated with cSCC risk is crucial for understanding its etiology.
Purpose of the Study:
- To evaluate the joint effect of multiple genetic variants, including rare ones, on cSCC risk.
- To perform gene-based association tests for cSCC risk loci.
- To complement existing single-locus GWAS findings in cSCC.
Main Methods:
- Utilized the fast sequence kernel association test (fastSKAT) for gene-based analysis.
- Analyzed data from 1,710 cSCC cases and 24,304 cancer-free controls from three large cohorts.
- Defined gene units using UCSC Genome Browser and assessed variants within each unit.
Main Results:
- Identified four genes (HP1BP3, DAG1, SEPT7P2, SLFN12) associated with cSCC risk.
- Applied Bonferroni correction for statistical significance.
- Findings suggest a role for these genes in cSCC etiology.
Conclusions:
- Gene-based association tests provide complementary insights to single-locus GWAS for cSCC.
- The identified genes may offer new avenues for understanding cSCC development.
- Further research is necessary to validate these genetic associations.
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