Whole-blood RNA biomarkers for predicting survival in non-human primates following thoracic radiation.

ABSTRACT: Radiation injury, either from radiotherapy or a mass-casualty event requires a health care system that can efficiently allocate resources to patients. We conducted a comprehensive transcriptome analysis of whole blood from a nonhuman primate model that received upper thoracic radiation (9.8-10.7 Gy). Blood samples were collected at multiple time points, extending up to 270 days post-irradiation with a minimum n = 6 for initial time points (Day 3-Day 40) and a total number of n = 28 primates. No males receiving the higher dose survived to Day 270. Using the Elastic Net model in R we found that pooling biomarkers from Day 3-21 increased our accuracy in discerning survival time, pleural effusion or dose compared to using biomarkers specific to a single day. For survival data, in predicting sh

SUBMITTER: Aryankalayil MJ 

PROVIDER: S-EPMC11449919 | biostudies-literature | 2024 Oct

REPOSITORIES: biostudies-literature