Xingyi Guo Archive — Page 1 of 2

May 29, 2026

AI technique improves cancer gene discovery for breast and prostate cancer

The artificial intelligence model Enformer was retrained with tissue-specific datasets; this “transfer learning” approach outperformed the base model in identifying disease-associated genes.

February 27, 2026

Demographic and histologic factors influence risk of colon polyp recurrence

Vanderbilt Health study supports shift toward dynamic surveillance that extends monitoring for patients with specific demographic and histologic risk profiles.

February 6, 2026

New analytical approach identifies novel risk genes for colorectal cancer

The study advances understanding of risk for colon and rectal cancers and points to targets for developing new treatments.

December 3, 2025

Large-scale integration of genomics, proteomics and clinical records identifies cancer risk proteins and potential therapeutics

A new study identifies previously unreported protein biomarkers and candidate drug targets across six major cancer types and highlights approved drugs with potential cancer preventive effects.

October 15, 2025

New NCI-funded project targets polyp recurrence to prevent colon cancer

The researchers anticipate that their findings will inform personalized colorectal polyp surveillance, guide therapeutic prevention strategies, and ultimately reduce the burden of colorectal cancer nationwide.

November 26, 2024

Novel genetics approach enhances discovery of disease risk genes

VUMC researchers applied the new approach to large GWAS datasets for breast, prostate and lung cancers, and three brain disorders.