Literature DB >> 30827679

Lineage Tracing in Humans Enabled by Mitochondrial Mutations and Single-Cell Genomics.

Leif S Ludwig1, Caleb A Lareau2, Jacob C Ulirsch3, Elena Christian4, Christoph Muus5, Lauren H Li6, Karin Pelka7, Will Ge4, Yaara Oren8, Alison Brack4, Travis Law4, Christopher Rodman4, Jonathan H Chen9, Genevieve M Boland10, Nir Hacohen7, Orit Rozenblatt-Rosen4, Martin J Aryee11, Jason D Buenrostro12, Aviv Regev13, Vijay G Sankaran14.   

Abstract

Lineage tracing provides key insights into the fate of individual cells in complex organisms. Although effective genetic labeling approaches are available in model systems, in humans, most approaches require detection of nuclear somatic mutations, which have high error rates, limited scale, and do not capture cell state information. Here, we show that somatic mutations in mtDNA can be tracked by single-cell RNA or assay for transposase accessible chromatin (ATAC) sequencing. We leverage somatic mtDNA mutations as natural genetic barcodes and demonstrate their utility as highly accurate clonal markers to infer cellular relationships. We track native human cells both in vitro and in vivo and relate clonal dynamics to gene expression and chromatin accessibility. Our approach should allow clonal tracking at a 1,000-fold greater scale than with nuclear genome sequencing, with simultaneous information on cell state, opening the way to chart cellular dynamics in human health and disease.
Copyright © 2019 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  chronic myeloid leukemia; colon cancer; hematopoiesis; lineage tracing; mitochondrial DNA; mtDNA; sequencing; single cell genomics; somatic mutations

Mesh:

Substances:

Year:  2019        PMID: 30827679      PMCID: PMC6408267          DOI: 10.1016/j.cell.2019.01.022

Source DB:  PubMed          Journal:  Cell        ISSN: 0092-8674            Impact factor:   41.582


  63 in total

1.  The sva package for removing batch effects and other unwanted variation in high-throughput experiments.

Authors:  Jeffrey T Leek; W Evan Johnson; Hilary S Parker; Andrew E Jaffe; John D Storey
Journal:  Bioinformatics       Date:  2012-01-17       Impact factor: 6.937

2.  Epigenetic Memory Underlies Cell-Autonomous Heterogeneous Behavior of Hematopoietic Stem Cells.

Authors:  Vionnie W C Yu; Rushdia Z Yusuf; Toshihiko Oki; Juwell Wu; Borja Saez; Xin Wang; Colleen Cook; Ninib Baryawno; Michael J Ziller; Eunjung Lee; Hongcang Gu; Alexander Meissner; Charles P Lin; Peter V Kharchenko; David T Scadden
Journal:  Cell       Date:  2016-11-17       Impact factor: 41.582

3.  Whole-organism clone tracing using single-cell sequencing.

Authors:  Anna Alemany; Maria Florescu; Chloé S Baron; Josi Peterson-Maduro; Alexander van Oudenaarden
Journal:  Nature       Date:  2018-03-28       Impact factor: 49.962

Review 4.  Mitochondrial Transfer in the Leukemia Microenvironment.

Authors:  Emmanuel Griessinger; Ruxanda Moschoi; Giulia Biondani; Jean-François Peyron
Journal:  Trends Cancer       Date:  2017-11-06

5.  Single-cell dissection of transcriptional heterogeneity in human colon tumors.

Authors:  Piero Dalerba; Tomer Kalisky; Debashis Sahoo; Pradeep S Rajendran; Michael E Rothenberg; Anne A Leyrat; Sopheak Sim; Jennifer Okamoto; Darius M Johnston; Dalong Qian; Maider Zabala; Janet Bueno; Norma F Neff; Jianbin Wang; Andrew A Shelton; Brendan Visser; Shigeo Hisamori; Yohei Shimono; Marc van de Wetering; Hans Clevers; Michael F Clarke; Stephen R Quake
Journal:  Nat Biotechnol       Date:  2011-11-13       Impact factor: 54.908

6.  Massively parallel digital transcriptional profiling of single cells.

Authors:  Grace X Y Zheng; Jessica M Terry; Phillip Belgrader; Paul Ryvkin; Zachary W Bent; Ryan Wilson; Solongo B Ziraldo; Tobias D Wheeler; Geoff P McDermott; Junjie Zhu; Mark T Gregory; Joe Shuga; Luz Montesclaros; Jason G Underwood; Donald A Masquelier; Stefanie Y Nishimura; Michael Schnall-Levin; Paul W Wyatt; Christopher M Hindson; Rajiv Bharadwaj; Alexander Wong; Kevin D Ness; Lan W Beppu; H Joachim Deeg; Christopher McFarland; Keith R Loeb; William J Valente; Nolan G Ericson; Emily A Stevens; Jerald P Radich; Tarjei S Mikkelsen; Benjamin J Hindson; Jason H Bielas
Journal:  Nat Commun       Date:  2017-01-16       Impact factor: 14.919

7.  Multiplexed droplet single-cell RNA-sequencing using natural genetic variation.

Authors:  Hyun Min Kang; Meena Subramaniam; Sasha Targ; Michelle Nguyen; Lenka Maliskova; Elizabeth McCarthy; Eunice Wan; Simon Wong; Lauren Byrnes; Cristina M Lanata; Rachel E Gate; Sara Mostafavi; Alexander Marson; Noah Zaitlen; Lindsey A Criswell; Chun Jimmie Ye
Journal:  Nat Biotechnol       Date:  2017-12-11       Impact factor: 54.908

8.  SC3: consensus clustering of single-cell RNA-seq data.

Authors:  Vladimir Yu Kiselev; Kristina Kirschner; Michael T Schaub; Tallulah Andrews; Andrew Yiu; Tamir Chandra; Kedar N Natarajan; Wolf Reik; Mauricio Barahona; Anthony R Green; Martin Hemberg
Journal:  Nat Methods       Date:  2017-03-27       Impact factor: 28.547

9.  Somatic mutations reveal asymmetric cellular dynamics in the early human embryo.

Authors:  Young Seok Ju; Inigo Martincorena; Moritz Gerstung; Mia Petljak; Ludmil B Alexandrov; Raheleh Rahbari; David C Wedge; Helen R Davies; Manasa Ramakrishna; Anthony Fullam; Sancha Martin; Christopher Alder; Nikita Patel; Steve Gamble; Sarah O'Meara; Dilip D Giri; Torril Sauer; Sarah E Pinder; Colin A Purdie; Åke Borg; Henk Stunnenberg; Marc van de Vijver; Benita K T Tan; Carlos Caldas; Andrew Tutt; Naoto T Ueno; Laura J van 't Veer; John W M Martens; Christos Sotiriou; Stian Knappskog; Paul N Span; Sunil R Lakhani; Jórunn Erla Eyfjörd; Anne-Lise Børresen-Dale; Andrea Richardson; Alastair M Thompson; Alain Viari; Matthew E Hurles; Serena Nik-Zainal; Peter J Campbell; Michael R Stratton
Journal:  Nature       Date:  2017-03-22       Impact factor: 49.962

10.  In Vivo Tracking of Human Hematopoiesis Reveals Patterns of Clonal Dynamics during Early and Steady-State Reconstitution Phases.

Authors:  Luca Biasco; Danilo Pellin; Serena Scala; Francesca Dionisio; Luca Basso-Ricci; Lorena Leonardelli; Samantha Scaramuzza; Cristina Baricordi; Francesca Ferrua; Maria Pia Cicalese; Stefania Giannelli; Victor Neduva; David J Dow; Manfred Schmidt; Christof Von Kalle; Maria Grazia Roncarolo; Fabio Ciceri; Paola Vicard; Ernst Wit; Clelia Di Serio; Luigi Naldini; Alessandro Aiuti
Journal:  Cell Stem Cell       Date:  2016-05-26       Impact factor: 24.633

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  114 in total

Review 1.  In vivo dynamics of human hematopoietic stem cells: novel concepts and future directions.

Authors:  Serena Scala; Alessandro Aiuti
Journal:  Blood Adv       Date:  2019-06-25

2.  Easing US restrictions on mitochondrial replacement therapy would protect research interests but grease the slippery slope.

Authors:  David L Keefe
Journal:  J Assist Reprod Genet       Date:  2019-08-28       Impact factor: 3.412

3.  Longitudinal assessment of clonal mosaicism in human hematopoiesis via mitochondrial mutation tracking.

Authors:  Caleb A Lareau; Leif S Ludwig; Vijay G Sankaran
Journal:  Blood Adv       Date:  2019-12-23

Review 4.  Intracellular quality control of mitochondrial DNA: evidence and limitations.

Authors:  Dmitry A Knorre
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2019-12-02       Impact factor: 6.237

5.  Parallel RNA and DNA analysis after deep sequencing (PRDD-seq) reveals cell type-specific lineage patterns in human brain.

Authors:  August Yue Huang; Pengpeng Li; Rachel E Rodin; Sonia N Kim; Yanmei Dou; Connor J Kenny; Shyam K Akula; Rebecca D Hodge; Trygve E Bakken; Jeremy A Miller; Ed S Lein; Peter J Park; Eunjung Alice Lee; Christopher A Walsh
Journal:  Proc Natl Acad Sci U S A       Date:  2020-06-10       Impact factor: 11.205

Review 6.  Unraveling Hematopoiesis through the Lens of Genomics.

Authors:  L Alexander Liggett; Vijay G Sankaran
Journal:  Cell       Date:  2020-09-17       Impact factor: 41.582

7.  Epigenomic State Transitions Characterize Tumor Progression in Mouse Lung Adenocarcinoma.

Authors:  Lindsay M LaFave; Vinay K Kartha; Sai Ma; Kevin Meli; Isabella Del Priore; Caleb Lareau; Santiago Naranjo; Peter M K Westcott; Fabiana M Duarte; Venkat Sankar; Zachary Chiang; Alison Brack; Travis Law; Haley Hauck; Annalisa Okimoto; Aviv Regev; Jason D Buenrostro; Tyler Jacks
Journal:  Cancer Cell       Date:  2020-07-23       Impact factor: 31.743

Review 8.  CD4+ teff cell heterogeneity: the perspective from single-cell transcriptomics.

Authors:  David Zemmour; Evgeny Kiner; Christophe Benoist
Journal:  Curr Opin Immunol       Date:  2020-04-04       Impact factor: 7.486

9.  CellTagging: combinatorial indexing to simultaneously map lineage and identity at single-cell resolution.

Authors:  Wenjun Kong; Brent A Biddy; Kenji Kamimoto; Junedh M Amrute; Emily G Butka; Samantha A Morris
Journal:  Nat Protoc       Date:  2020-02-12       Impact factor: 13.491

10.  Clonal tracking in gene therapy patients reveals a diversity of human hematopoietic differentiation programs.

Authors:  Emmanuelle Six; Agathe Guilloux; Adeline Denis; Arnaud Lecoules; Alessandra Magnani; Romain Vilette; Frances Male; Nicolas Cagnard; Marianne Delville; Elisa Magrin; Laure Caccavelli; Cécile Roudaut; Clemence Plantier; Steicy Sobrino; John Gregg; Christopher L Nobles; John K Everett; Salima Hacein-Bey-Abina; Anne Galy; Alain Fischer; Adrian J Thrasher; Isabelle André; Marina Cavazzana; Frederic D Bushman
Journal:  Blood       Date:  2020-04-09       Impact factor: 22.113

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