Development of a collaborative learning health system data mart in pediatric liver transplantation.

Pediatric liver transplant is a lifesaving intervention for children with disparate pathology ranging from single-gene defects to global liver dysfunction and complications from progressive cirrhosis and portal hypertension. The Starzl Network for Excellence in Pediatric Transplantation (SNEPT), a novel learning health system dedicated to pediatric liver transplant, has previously identified practice variability, waitlist mortality, perioperative complications, and inadequate quality initiative implementation as critical barriers that deserve prioritization in the field. This project was a novel partnership between SNEPT and the United Network for Organ Sharing to co-design a pediatric transplant-specific data mart and web portal to systematically map an approach to understanding these barriers and deliver strategies to combat them.

Clinical outcomes after a biopsy diagnosis of antibody-mediated rejection in pediatric heart transplant recipients.

Background: Extending survival after heart transplant (HT) is of paramount importance for childhood recipients of HT. Acute rejection is a significant event, and biopsy remains the most specific means for distinguishing between cellular (ACR) and antibody-mediated rejection (AMR).

Methods: All children in the Pediatric Heart Transplant Society Registry who underwent HT between January 2015 and June 2022 and had ≥1 rejection episode were included.

Progressive Left Ventricular Remodeling for Predicting Mortality in Children With Dilated Cardiomyopathy: The Pediatric Cardiomyopathy Registry.

Background: Pediatric dilated cardiomyopathy often leads to death or cardiac transplantation. We sought to determine whether changes in left ventricular (LV) end-diastolic dimension (LVEDD), LV end-diastolic posterior wall thickness, and LV fractional shortening (LVFS) over time may help predict adverse outcomes.

Methods And Results: We studied children up to 18 years old with dilated cardiomyopathy, enrolled between 1990 and 2009 in the Pediatric Cardiomyopathy Registry.

The Development of the International Intestinal Failure Registry and an Overview of its Results.

Pediatric intestinal failure (IF) is a rare disease that represents an evolving field in pediatric gastroenterology and surgery. With only a limited number of multicenter collaborations, much of the research in pediatric IF is often confined to single-center reports with small sample sizes. This has resulted in challenges in data interpretation and left many knowledge gaps unanswered.

Comparison of Taboo Search Methods for Atomic Cluster Global Optimization with a Basin-Hopping Algorithm.

The basin-hopping algorithm (BHA) allows for the efficient exploration of atomic cluster potential energy surfaces by random perturbations in configuration space, followed by energy minimizations. Here, the taboo search method is incorporated to prevent the search from revisiting recently visited regions of the search space. Two taboo search modes are implemented, one mode resets the search to random coordinates upon encountering the taboo region, while the other simply rejects any proposed move into the taboo region.