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Research Article

A cell atlas of human thymic development defines T cell repertoire formation

Jong-Eun Park https://orcid.org/0000-0002-1687-2423, Rachel A. Botting https://orcid.org/0000-0001-9595-4605, Cecilia Domínguez Conde https://orcid.org/0000-0002-8684-4655, Dorin-Mirel Popescu, Marieke Lavaert https://orcid.org/0000-0002-5814-7940, Daniel J. Kunz https://orcid.org/0000-0003-3597-6591, Issac Goh https://orcid.org/0000-0002-6397-3518, Emily Stephenson https://orcid.org/0000-0002-4244-4019, Roberta Ragazzini, Elizabeth Tuck https://orcid.org/0000-0002-1837-7549, Anna Wilbrey-Clark, Kenny Roberts https://orcid.org/0000-0001-6155-0821, Veronika R. Kedlian https://orcid.org/0000-0001-6563-0829, John R. Ferdinand https://orcid.org/0000-0003-0936-0128, Xiaoling He, Simone Webb https://orcid.org/0000-0003-3058-8952, Daniel Maunder, Niels Vandamme https://orcid.org/0000-0001-6582-0040, Krishnaa T. Mahbubani https://orcid.org/0000-0002-1327-2334, Krzysztof Polanski https://orcid.org/0000-0002-2586-9576, Lira Mamanova https://orcid.org/0000-0003-1463-8622, Liam Bolt https://orcid.org/0000-0001-7293-0774, David Crossland, Fabrizio de Rita https://orcid.org/0000-0002-4717-4644, Andrew Fuller, Andrew Filby, Gary Reynolds https://orcid.org/0000-0002-8142-8708, David Dixon https://orcid.org/0000-0003-4393-1801, Kourosh Saeb-Parsy https://orcid.org/0000-0002-0633-3696, Steven Lisgo https://orcid.org/0000-0001-5186-3971, Deborah Henderson https://orcid.org/0000-0002-2705-5998, Roser Vento-Tormo https://orcid.org/0000-0002-9870-8474, Omer A. Bayraktar, Roger A. Barker https://orcid.org/0000-0001-8843-7730, Kerstin B. Meyer https://orcid.org/0000-0001-5906-1498, Yvan Saeys https://orcid.org/0000-0002-0415-1506, Paola Bonfanti, Sam Behjati https://orcid.org/0000-0002-6600-7665, Menna R. Clatworthy https://orcid.org/0000-0002-3340-9828, Tom Taghon https://orcid.org/0000-0002-5781-0288 [email protected], Muzlifah Haniffa https://orcid.org/0000-0002-3927-2084 [email protected], and Sarah A. Teichmann https://orcid.org/0000-0002-6294-6366 [email protected]
Science21 Feb 2020Vol 367, Issue 6480DOI: 10.1126/science.aay3224

Thymus development, cell by cell

The human thymus is the organ responsible for the maturation of many types of T cells, which are immune cells that protect us from infection. However, it is not well known how these cells develop with a full immune complement that contains the necessary variation to protect us from a variety of pathogens. By performing single-cell RNA sequencing on more than 250,000 cells, Park et al. examined the changes that occur in the thymus over the course of a human life. They found that development occurs in a coordinated manner among immune cells and with their developmental microenvironment. These data allowed for the creation of models of how T cells with different specific immune functions develop in humans.
Science, this issue p. eaay3224

Structured Abstract

INTRODUCTION

The thymus is the critical organ for T cell development and T cell receptor (TCR) repertoire formation, which shapes the landscape of adaptive immunity. T cell development in the thymus is spatially coordinated, and this process is orchestrated by diverse cell types constituting the thymic microenvironment. Although the thymus has been extensively studied using diverse animal models, human immunity cannot be understood without a detailed atlas of the human thymus.

RATIONALE

To provide a comprehensive atlas of thymic cells across human life, we performed single-cell RNA sequencing (scRNA-seq) using dissociated cells from human thymus during development, childhood, and adult life. We sampled 15 embryonic and fetal thymi spanning thymic developmental stages between 7 and 17 post-conception weeks, as well as nine postnatal thymi from pediatric and adult individuals. Diverse sorting schemes were applied to increase the coverage on underrepresented cell populations. Using the marker genes obtained from single-cell transcriptomes, we spatially localized cell states by single-molecule fluorescence in situ hybridization (smFISH). To provide a systematic comparison between human and mouse, we also generated single-cell data on postnatal mouse thymi and combined this with preexisting mouse datasets. Finally, to investigate the bias in the recombination and selection of human TCR repertoires, we enriched the TCR sequences for single-cell library generation.

RESULTS

We identified more than 50 different cell states in the human thymus. Human thymus cell states dynamically change in abundance and gene expression profiles across development and during pediatric and adult life. We identified novel subpopulations of human thymic fibroblasts and epithelial cells and located them in situ. We computationally predicted the trajectory of human T cell development from early progenitors in the hematopoietic fetal liver into diverse mature T cell types. Using this trajectory, we constructed a framework of putative transcription factors driving T cell fate determination. Among thymic unconventional T cells, we noted a distinct subset of CD8αα+ T cells, which is marked by GNG4 expression and located in the perimedullary region of the thymus. This subset expressed high levels of XCL1 and colocalized with XCR1+ dendritic cells. Comparison of human and mouse thymic cells revealed divergent gene expression profiles of these unconventional T cell types. Finally, we identified a strong bias in human VDJ usage shaped by recombination and multiple rounds of selection, including a TCRα V-J bias for CD8+ T cells.

CONCLUSION

Our single-cell transcriptome profile of the thymus across the human lifetime and across species provides a high-resolution census of T cell development within the native tissue microenvironment. Systematic comparison between the human and mouse thymus highlights human-specific cell states and gene expression signatures. Our detailed cellular network of the thymic niche for T cell development will aid the establishment of in vitro organoid culture models that faithfully recapitulate human in vivo thymic tissue.
Constructing the human thymus cell atlas.
We analyzed human thymic cells across development and postnatal life using scRNA-seq and spatial methods to delineate the diversity of thymic-derived T cells and the localization of cells constituting the thymus microenvironment. With T cell development trajectory reconstituted at single-cell resolution combined with TCR sequence, we investigated the bias in the VDJ recombination and selection of human TCR repertoires. Finally, we provide a systematic comparison between human and mouse thymic cell atlases.

Abstract

The thymus provides a nurturing environment for the differentiation and selection of T cells, a process orchestrated by their interaction with multiple thymic cell types. We used single-cell RNA sequencing to create a cell census of the human thymus across the life span and to reconstruct T cell differentiation trajectories and T cell receptor (TCR) recombination kinetics. Using this approach, we identified and located in situ CD8αα+ T cell populations, thymic fibroblast subtypes, and activated dendritic cell states. In addition, we reveal a bias in TCR recombination and selection, which is attributed to genomic position and the kinetics of lineage commitment. Taken together, our data provide a comprehensive atlas of the human thymus across the life span with new insights into human T cell development.
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Supplementary Material

Summary

Materials and Methods
Supplementary Text
Figs. S1 to S29
Tables S1 to S8
Data S1
References (6772)

Resources

File (aay3224_data-s1.zip)
File (aay3224_park_sm.pdf)
File (aay3224_table-s1.xlsx)
File (aay3224_table-s2.xlsx)
File (aay3224_table-s3.xlsx)
File (aay3224_table-s4.csv)
File (aay3224_table-s5.csv)

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Science
Volume 367Issue 648021 February 2020

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Received: 8 June 2019
Accepted: 16 January 2020

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Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Cecilia Domínguez Conde https://orcid.org/0000-0002-8684-4655
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Dorin-Mirel Popescu
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, 9000 Ghent, Belgium.
Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Theory of Condensed Matter Group, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge CB3 0HE, UK.
Wellcome Trust/Cancer Research UK Gurdon Institute, University of Cambridge, Cambridge, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Roberta Ragazzini
Epithelial Stem Cell Biology and Regenerative Medicine Laboratory, Francis Crick Institute, London NW1 1AT, UK.
Great Ormond Street Institute of Child Health, University College London, London, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Anna Wilbrey-Clark
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge CB2 0QQ, UK.
Xiaoling He
John van Geest Centre for Brain Repair, University of Cambridge, Cambridge CB2 0PY, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Daniel Maunder
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium.
Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.
Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
David Crossland
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Department of Adult Congenital Heart Disease and Paediatric Cardiology/Cardiothoracic Surgery, Freeman Hospital, Newcastle Hospitals NHS Foundation Trust, Newcastle upon Tyne NE2 4LP, UK.
Department of Adult Congenital Heart Disease and Paediatric Cardiology/Cardiothoracic Surgery, Freeman Hospital, Newcastle Hospitals NHS Foundation Trust, Newcastle upon Tyne NE2 4LP, UK.
Andrew Fuller
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Andrew Filby
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Department of Surgery, University of Cambridge and NIHR Cambridge Biomedical Research Centre, Cambridge CB2 0QQ, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Omer A. Bayraktar
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
John van Geest Centre for Brain Repair, University of Cambridge, Cambridge CB2 0PY, UK.
WT-MRC Cambridge Stem Cell Institute, Jeffrey Cheah Biomedical Centre Cambridge Biomedical Campus, Cambridge CB2 0AW, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Data Mining and Modeling for Biomedicine, VIB Center for Inflammation Research, Ghent, Belgium.
Department of Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium.
Paola Bonfanti
Epithelial Stem Cell Biology and Regenerative Medicine Laboratory, Francis Crick Institute, London NW1 1AT, UK.
Great Ormond Street Institute of Child Health, University College London, London, UK.
Institute of Immunity and Transplantation, University College London, London, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Department of Paediatrics, University of Cambridge, Cambridge CB2 0SP, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Molecular Immunity Unit, Department of Medicine, University of Cambridge, MRC Laboratory of Molecular Biology, Cambridge CB2 0QQ, UK.
Cambridge University Hospitals NHS Foundation Trust, Cambridge CB2 0QQ, UK.
Faculty of Medicine and Health Sciences, Department of Diagnostic Sciences, Ghent University, 9000 Ghent, Belgium.
Cancer Research Institute Ghent (CRIG), Ghent University, Ghent, Belgium.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne NE2 4HH, UK.
Department of Dermatology and NIHR Newcastle Biomedical Research Centre, Newcastle Hospitals NHS Foundation Trust, Newcastle upon Tyne NE2 4LP, UK.
Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK.
Theory of Condensed Matter Group, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge CB3 0HE, UK.

Notes

*Corresponding author. Email: [email protected] (M.H.); [email protected] (T.T.); [email protected] (S.A.T.)

Funding Information

http://dx.doi.org/10.13039/100004410European Molecular Biology Organization: ALT 490-2017
http://dx.doi.org/10.13039/100010269Wellcome: WT211276/Z/18/Z
http://dx.doi.org/10.13039/100010269Wellcome: WT206194
http://dx.doi.org/10.13039/100010269Wellcome: WT107931/Z/15/Z
http://dx.doi.org/10.13039/501100000265Medical Research Council: MR/R006237/1
http://dx.doi.org/10.13039/501100000781European Research Council: 646794
Research Foundation Flanders: G053816N
Ghent University: BOF18-GOA-024

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Science
Volume 367|Issue 6480
21 February 2020
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Received:8 June 2019
Accepted:16 January 2020
Published in print:21 February 2020
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