Nature Communications · 2022 · 73 citations · 43 references
Life SciencesHematologyImmunologyApoptosisCancer ImmunologyImmunotherapyCancer ImmunotherapySingle-cell Rna Sequencing AnalysisSingle-cell TranscriptomicsT Cell ActivationT Cell BiologyT-cell Receptor GeneticsClonal Expansion Of LymphocytesEffector Memory T CellsLarge Granular Lymphocyte LeukemiaLarge Granular Lymphocytic LeukemiaRna SequencingSingle-cell Rna SequencingT Cell Clonal ExpansionT-cell Receptor Repertoire Diversity
Abstract T-cell large granular lymphocyte leukemia (T-LGLL) is a lymphoproliferative disease and bone marrow failure syndrome which responds to immunosuppressive therapies. We show single-cell TCR coupled with RNA sequencing of CD3 + T cells from 13 patients, sampled before and after alemtuzumab treatments. Effector memory T cells and loss of T cell receptor (TCR) repertoire diversity are prevalent in T-LGLL. Shared TCRA and TCRB clonotypes are absent. Deregulation of cell survival and apoptosis gene programs, and marked downregulation of apoptosis genes in CD8 + clones, are prominent features of T-LGLL cells. Apoptosis genes are upregulated after alemtuzumab treatment, especially in responders than non-responders; baseline expression levels of apoptosis genes are predictive of hematologic response. Alemtuzumab does not attenuate TCR clonality, and TCR diversity is further skewed after treatment. Inferences made from analysis of single cell data inform understanding of the pathophysiologic mechanisms of clonal expansion and persistence in T-LGLL.
43
Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text
Damian Szklarczyk, Annika L. Gable, David Lyon et al. · Nucleic Acids Research · 2018 · 19.2K citations · Full text
<i>circlize</i>implements and enhances circular visualization in R
Zuguang Gu, Lei Gu, Roland Eils et al. · Bioinformatics · 2014 · 4.6K citations · Full text