Whole Exome-Wide Association Identifies Rare Variants in GALNT9 Associated with Middle Eastern Papillary Thyroid Carcinoma Risk.
Rong BuAbdul K SirajSaud AzamKaleem IqbalZeeshan QadriMaha Al-RasheedSaif S Al-SobhiFouad Al-DayelKhawla S Al-KurayaPublished in: Cancers (2023)
Papillary thyroid carcinoma (PTC) is the commonest thyroid cancer. The majority of inherited causes of PTC remain elusive. However, understanding the genetic underpinnings and origins remains a challenging endeavor. An exome-wide association study was performed to identify rare germline variants in coding regions associated with PTC risk in the Middle Eastern population. By analyzing exome-sequencing data from 249 PTC patients (cases) and 1395 individuals without any known cancer (controls), GALNT9 emerged as being strongly associated with rare inactivating variants (RIVs) (4/249 cases vs. 1/1395 controls, OR = 22.75, p = 5.09 × 10 -5 ). Furthermore, three genes, TRIM40 , ARHGAP23 , and SOX4 , were enriched for rare damaging variants (RDVs) at the exome-wide threshold ( p < 2.5 × 10 -6 ). An additional seven genes ( VARS1 , ZBED9 , PRRC2A , VWA7 , TRIM31 , TRIM40 , and COL8A2) were associated with a Middle Eastern PTC risk based on the sequence kernel association test (SKAT). This study underscores the potential of GALNT9 and other implicated genes in PTC predisposition, illuminating the need for large collaborations and innovative approaches to understand the genetic heterogeneity of PTC predisposition.
Keyphrases
- copy number
- genome wide
- dna methylation
- south africa
- lymph node
- end stage renal disease
- chronic kidney disease
- lymph node metastasis
- newly diagnosed
- bioinformatics analysis
- prognostic factors
- big data
- machine learning
- squamous cell carcinoma
- young adults
- dna repair
- climate change
- patient reported outcomes
- deep learning
- data analysis