Mediation analysis identifies causal factors that lead to increased rates of kidney transplant failure in patients with peripheral vascular disease.

Background: This study aims to identify causal mediators of one-year kidney transplant failure in patients with peripheral vascular disease.

Methods: Standard Transplant Analysis and Research database was queried for adults who underwent kidney transplantation from 1987 to 2021. Multi-organ transplant, prior transplant, and living donor kidneys were excluded.

Hematology, Plasma Biochemistry, Protein Electrophoresis, and Pathogen Surveillance in Headstarted and Wild-Reared Populations of Blanding's Turtles (Emydoidea blandingii) in Three Northern Illinois, USA, Counties.

Blanding's turtles (Emydoidea blandingii) are a species of conservation concern throughout their natural range. Headstarting is a common chelonian conservation technique in which neonates are reared in managed-care settings before release, but health assessments are rarely incorporated. From 2020 to 2021 we assessed headstarted turtle health pre-release and 1 mo, 1 yr, and 2 yr after release using physical examination, hematology, plasma biochemistry, protein electrophoresis, and pathogen detection.

Predicting Unplanned Trauma ICU Admissions for Initial Nonoperative, Non-ICU Patients.

Introduction: Unplanned intensive care unit (ICU) admissions are associated with increased morbidity and mortality. This study uses interpretable machine learning to predict unplanned ICU admissions for initial nonoperative trauma patients admitted to non-ICU locations.

Methods: TQIP (2020-2021) was queried for initial nonoperative adult patients admitted to non-ICU locations.