| Literature DB >> 35291378 |
Aleksandar Obradovic1,2, Yufeng Shen2, Megan Sykes1,3,4, Jianing Fu1.
Abstract
We have developed a suite of tools for integrated analysis of T-Cell-Receptor Sequencing data to define and track alloreactive T-cells in human transplant studies. This has enabled discovery of sequences and patterns of T-cell enrichment and deletion associated with clinical outcomes such as transplant rejection and tolerance. The codebase includes user-friendly default analyses with customizable parameters which greatly accelerate computational workflows and provide robust statistics comparing post-transplant specimens to pre-transplant baseline. It also includes helper functions for robust characterization of T-cell-repertoire diversity, sample-to-sample divergence, resolution of sample-of-origin ambiguity in pooled assays, and functions to output all sequences defined as alloreactive.Entities:
Keywords: Hematopoietic Stem Cell Transplantation; Solid Organ Transplantation; TCR-Sequencing; alloreactive clones; immune tolerance
Year: 2021 PMID: 35291378 PMCID: PMC8920412 DOI: 10.1016/j.simpa.2021.100142
Source DB: PubMed Journal: Softw Impacts ISSN: 2665-9638