Recent advances in network-based methods for disease gene prediction

• Main Authors: ATA, Sezin Kircali, WU, Min, FANG, Yuan, LE, Ou-Yang, KWOH, Chee Keong, LI, Xiao-Li
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Disease gene prediction; Network-based methods; Graph representation learning; Medicine and Health Sciences; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/5901; https://ink.library.smu.edu.sg/context/sis_research/article/6909/viewcontent/Survey_for_Disease_Gene_Prediction___BIB.pdf
• Institution: Singapore Management University

Disease-gene association through Genome-wide association study (GWAS) is an arduous task for researchers. Investigating single nucleotide polymorphisms (SNPs) that correlate with specific diseases needs statistical analysis of associations. Considering the huge number of possible mutations, in addit...