Single-cell RNA sequencing coupled to TCR profiling of large granular lymphocyte leukemia T cells.
Shouguo GaoZhijie WuBradley ArnoldCarrie DiamondSai BatchuValentina GiudiceLemlem AlemuDiego Quinones RaffoXingmin FengSachiko KajigayaJohn BarrettSawa ItoNeal S YoungPublished in: Nature communications (2022)
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.
Keyphrases
- single cell
- cell cycle arrest
- regulatory t cells
- rna seq
- bone marrow
- endoplasmic reticulum stress
- cell death
- oxidative stress
- genome wide
- induced apoptosis
- pi k akt
- high throughput
- genome wide identification
- end stage renal disease
- acute myeloid leukemia
- dendritic cells
- ejection fraction
- signaling pathway
- chronic kidney disease
- peripheral blood
- cell proliferation
- poor prognosis
- mesenchymal stem cells
- dna methylation
- transcription factor
- genome wide analysis
- big data
- copy number
- prognostic factors
- working memory