A Random Walk-Based Method to Identify Candidate Genes Associated With Lymphoma.

ABSTRACT: Lymphoma is a serious type of cancer, especially for adolescents and elder adults, although this malignancy is quite rare compared with other types of cancer. The cause of this malignancy remains ambiguous. Genetic factor is deemed to be highly associated with the initiation and progression of lymphoma, and several genes have been related to this disease. Determining the pathogeny of lymphoma by identifying the related genes is important. In this study, we presented a random walk-based method to infer the novel lymphoma-associated genes. From the reported 1,458 lymphoma-associated genes and protein-protein interaction network, raw candidate genes were mined by using the random walk with restart algorithm. The determined raw genes were further filtered by using three screening tests (i.e.,

SUBMITTER: Sheng M 

PROVIDER: S-EPMC8655984 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature