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Conventional and Computational Flow Cytometry Analyses Reveal Sustained Human Intrathymic T Cell Development From
Marieke Lavaert1, Brecht Valcke1, Bart Vandekerckhove1
1Department of Diagnostic Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
Frontiers in Immunology
|August 28, 2020
Summary
Early thymus involution does not impact human T-cell development. Our study found no significant changes in T-cell subsets from birth to puberty, despite reduced overall T cell output.
Area of Science:
- Immunology
- Developmental Biology
- Computational Biology
Background:
- The thymus is crucial for T cell maturation and immune system function.
- The thymus undergoes involution, a decline in cellularity, in two phases: early life and adulthood.
- Understanding early thymic involution's impact on T cell development is vital.
Purpose of the Study:
- To investigate the effect of early thymic involution on thymic immune subset frequencies from birth to 14 years.
- To develop and apply a novel computational analysis pipeline for flow cytometry data.
Main Methods:
- Multi-color flow cytometry on human thymus samples (birth to 14 years).
- Development of a novel computational pipeline adapted from single-cell RNA sequencing analysis.
- Utilized batch correction, subsampling, and KNN-graph-based clustering for robust analysis.
Main Results:
- Successfully identified rare, distinct, and gradually developing immune subsets in human thymus.
- No significant alterations in T-lineage developmental intermediate proportions were observed from birth to puberty.
- Early thymic involution primarily limits overall T cell output, not T cell subset development.
Conclusions:
- The novel computational pipeline offers an effective strategy for analyzing thymus flow cytometry data.
- Early human thymic involution does not impede T-cell development, but rather reduces the total T cell production.
- Human T cell development remains largely unaffected during the initial phase of thymic involution.
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