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3D: diversity, dynamics, differential testing - a proposed pipeline for analysis of next-generation sequencing T cell repertoire data.

Li ZhangJason ChamAlan PaciorekJames TragerNadeem SheikhLawrence Fong
Published in: BMC bioinformatics (2017)
Our paper provides guidance to study the diversity and dynamics of NGS-based TCR repertoire profiling in a clinical context to ensure consistency and reproducibility of post-analysis. This analysis pipeline will provide an initial workflow for TCR sequencing data with serial time points and for comparing T cells in multiple compartments for a clinical study.
Keyphrases
  • electronic health record
  • regulatory t cells
  • big data
  • clinical trial
  • machine learning
  • dna methylation
  • data analysis
  • dendritic cells
  • double blind