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Retrospective cell lineage reconstruction in Humans using short tandem repeats

Liming Tao, View ORCID ProfileOfir Raz, Zipora Marx, Manjusha Gosh, Sandra Huber, Julia Greindl-Junghans, View ORCID ProfileTamir Biezuner, Shiran Amir, Lilach Milo, Rivka Adar, Ron Levy, Amos Onn, Noa Chapal-Ilani, Veronika Berman, Asaf Ben Arie, Guy Rom, Barak Oron, Ruth Halaban, Zbigniew T. Czyz, Melanie Werner-Klein, Christoph A. Klein, Ehud Shapiro
doi: https://doi.org/10.1101/191296
Liming Tao
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Ofir Raz
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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  • ORCID record for Ofir Raz
Zipora Marx
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Manjusha Gosh
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
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Sandra Huber
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
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Julia Greindl-Junghans
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
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Tamir Biezuner
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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  • ORCID record for Tamir Biezuner
Shiran Amir
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Lilach Milo
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Rivka Adar
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Ron Levy
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Amos Onn
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Noa Chapal-Ilani
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Veronika Berman
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Asaf Ben Arie
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Guy Rom
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Barak Oron
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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Ruth Halaban
2Department of Dermatology, Yale University School of Medicine, New Haven, Connecticut 06520-8059, USA
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Zbigniew T. Czyz
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
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Melanie Werner-Klein
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
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Christoph A. Klein
3Experimental Medicine and Therapy Research, University of Regensburg, Franz-Josef-Strauß-Allee 11, 93053 Regensburg, Germany
4Division of Personalized Tumor Therapy, Fraunhofer Institute for Experimental Medicine and Toxicology Regensburg, Am Biopark 9, 93053 Regensburg, Germany
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Ehud Shapiro
1Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 761001, Israel
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  • For correspondence: ehud.shapiro@weizmann.ac.il
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Abstract

Cell lineage analysis aims to uncover the developmental history of an organism back to its cell of origin1. Recently, novel in vivo methods and technologies utilizing genome editing enabled important insights into the cell lineages of animals2–8. In contrast, human cell lineage remains restricted to retrospective approaches, which still lack in resolution and cost-efficient solutions. Here we demonstrate a scalable platform for human cell lineage tracing based on Short Tandem Repeats (STRs) targeted by duplex Molecular Inversion Probes (MIPs). With this platform we accurately reproduced a known lineage of DU145 cell lines cells9 and reconstructed lineages of healthy and metastatic single cells from a melanoma patient. The reconstructed trees matched the anatomical and SNV references while adding further refinements. Our platform allowed to faithfully recapitulate lineages of developmental tissue formation in cells from healthy donors. In summary, our lineage discovery platform can profile informative STR somatic mutations efficiently and we provide a solid, high-resolution lineage reconstruction even in challenging low-mutation-rate healthy single cells.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • The manuscript was reorganized. With improved analysis, we are now able to work with healthy samples as show in figure4.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted October 19, 2020.
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Retrospective cell lineage reconstruction in Humans using short tandem repeats
Liming Tao, Ofir Raz, Zipora Marx, Manjusha Gosh, Sandra Huber, Julia Greindl-Junghans, Tamir Biezuner, Shiran Amir, Lilach Milo, Rivka Adar, Ron Levy, Amos Onn, Noa Chapal-Ilani, Veronika Berman, Asaf Ben Arie, Guy Rom, Barak Oron, Ruth Halaban, Zbigniew T. Czyz, Melanie Werner-Klein, Christoph A. Klein, Ehud Shapiro
bioRxiv 191296; doi: https://doi.org/10.1101/191296
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Retrospective cell lineage reconstruction in Humans using short tandem repeats
Liming Tao, Ofir Raz, Zipora Marx, Manjusha Gosh, Sandra Huber, Julia Greindl-Junghans, Tamir Biezuner, Shiran Amir, Lilach Milo, Rivka Adar, Ron Levy, Amos Onn, Noa Chapal-Ilani, Veronika Berman, Asaf Ben Arie, Guy Rom, Barak Oron, Ruth Halaban, Zbigniew T. Czyz, Melanie Werner-Klein, Christoph A. Klein, Ehud Shapiro
bioRxiv 191296; doi: https://doi.org/10.1101/191296

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