Faculty Opinions recommendation of T cell fate and clonality inference from single-cell transcriptomes.

Author(s):  
Andrew McKenzie
Keyword(s):  
T Cell ◽  
2016 ◽  
Vol 34 (1) ◽  
pp. 65-92 ◽  
Author(s):  
Veit R. Buchholz ◽  
Ton N.M. Schumacher ◽  
Dirk H. Busch

2018 ◽  
Author(s):  
Jerry Gao ◽  
Dawn S. Lin ◽  
Edmund Crampin ◽  
Shalin H. Naik

AbstractIdentifying the progeny of many single progenitor cells simultaneously can be achieved by tagging progenitors with unique heritable DNA barcodes, and allows inferences of lineage relationships, including longitudinally. While this approach has shed new light on single cell fate heterogeneity, data interpretation remains a major challenge. In this study, we applied our developmental interpolated t-Distributed Stochastic Neighbor Embedding (DiSNE) movie approach to visualize the clonal dynamics of hematopoietic reconstitution in primates and identify novel developmental patterns, namely a potential cluster of hematopoietic progenitors with early T cell and later granulocyte production.Key pointsComplex single cell haematopoietic fate heterogeneity can be visualized and assessed with tSNE pie mapsDiSNE movie visualization of in vivo haematopoiesis allows “play back” of the waves of haematopoiesisIdentification of novel hematopoietic progenitors with early T cell and later granulocyte production


2020 ◽  
Author(s):  
Marieke Lavaert ◽  
Kai Ling Liang ◽  
Niels Vandamme ◽  
Jong-Eun Park ◽  
Juliette Roels ◽  
...  

AbstractDuring postnatal life, thymopoiesis depends on the continuous colonization of the thymus by bone marrow derived hematopoietic progenitors that migrate through the bloodstream. In human, the nature of these thymus immigrants has remained unclear. Here, we employ single-cell RNA sequencing on approximately 70.000 CD34+ thymocytes to unravel the heterogeneity of the human immature postnatal thymocytes. Integration of bone marrow and peripheral blood precursors datasets identifies several putative thymus seeding precursors that display heterogeneity for currently used surface markers as revealed by CITEseq. Besides T cell precursors, we discover branches of intrathymic developing dendritic cells with predominantly plasmacytoid DCs. Trough trajectory inference, we delineate the transcriptional dynamics underlying early human T-lineage development from which we predict transcription factor modules that drive stage-specific steps of human T cell development. Thus, our work resolves the heterogeneity of thymus seeding precursors in human and reveals the molecular mechanisms that drive their in vivo cell fate.


2016 ◽  
Vol 13 (4) ◽  
pp. 329-332 ◽  
Author(s):  
Michael J T Stubbington ◽  
Tapio Lönnberg ◽  
Valentina Proserpio ◽  
Simon Clare ◽  
Anneliese O Speak ◽  
...  
Keyword(s):  
T Cell ◽  

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