Literature DB >> 33664506

Population-scale single-cell RNA-seq profiling across dopaminergic neuron differentiation.

Julie Jerber1,2, Daniel D Seaton3, Anna S E Cuomo3, Natsuhiko Kumasaka2, James Haldane2, Juliette Steer2, Minal Patel2, Daniel Pearce2, Malin Andersson2, Marc Jan Bonder3, Ed Mountjoy1, Maya Ghoussaini1, Madeline A Lancaster4, John C Marioni5,6,7, Florian T Merkle8,9, Daniel J Gaffney10, Oliver Stegle11,12,13,14.   

Abstract

Studying the function of common genetic variants in primary human tissues and during development is challenging. To address this, we use an efficient multiplexing strategy to differentiate 215 human induced pluripotent stem cell (iPSC) lines toward a midbrain neural fate, including dopaminergic neurons, and use single-cell RNA sequencing (scRNA-seq) to profile over 1 million cells across three differentiation time points. The proportion of neurons produced by each cell line is highly reproducible and is predictable by robust molecular markers expressed in pluripotent cells. Expression quantitative trait loci (eQTL) were characterized at different stages of neuronal development and in response to rotenone-induced oxidative stress. Of these, 1,284 eQTL colocalize with known neurological trait risk loci, and 46% are not found in the Genotype-Tissue Expression (GTEx) catalog. Our study illustrates how coupling scRNA-seq with long-term iPSC differentiation enables mechanistic studies of human trait-associated genetic variants in otherwise inaccessible cell states.

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Year:  2021        PMID: 33664506      PMCID: PMC7610897          DOI: 10.1038/s41588-021-00801-6

Source DB:  PubMed          Journal:  Nat Genet        ISSN: 1061-4036            Impact factor:   38.330


  61 in total

1.  Seq-ing Markers of Midbrain Dopamine Neurons.

Authors:  Teresia Osborn; Penelope J Hallett
Journal:  Cell Stem Cell       Date:  2017-01-05       Impact factor: 24.633

2.  Dopamine neurons derived from human ES cells efficiently engraft in animal models of Parkinson's disease.

Authors:  Sonja Kriks; Jae-Won Shim; Jinghua Piao; Yosif M Ganat; Dustin R Wakeman; Zhong Xie; Luis Carrillo-Reid; Gordon Auyeung; Chris Antonacci; Amanda Buch; Lichuan Yang; M Flint Beal; D James Surmeier; Jeffrey H Kordower; Viviane Tabar; Lorenz Studer
Journal:  Nature       Date:  2011-11-06       Impact factor: 49.962

3.  Dynamic genetic regulation of gene expression during cellular differentiation.

Authors:  B J Strober; R Elorbany; K Rhodes; N Krishnan; K Tayeb; A Battle; Y Gilad
Journal:  Science       Date:  2019-06-28       Impact factor: 63.714

4.  Molecular and functional variation in iPSC-derived sensory neurons.

Authors:  Jeremy Schwartzentruber; Stefanie Foskolou; Helena Kilpinen; Julia Rodrigues; Kaur Alasoo; Andrew J Knights; Minal Patel; Angela Goncalves; Rita Ferreira; Caroline Louise Benn; Anna Wilbrey; Magda Bictash; Emma Impey; Lishuang Cao; Sergio Lainez; Alexandre Julien Loucif; Paul John Whiting; Alex Gutteridge; Daniel J Gaffney
Journal:  Nat Genet       Date:  2017-12-11       Impact factor: 38.330

5.  Impact of regulatory variation across human iPSCs and differentiated cells.

Authors:  Nicholas E Banovich; Yang I Li; Anil Raj; Michelle C Ward; Peyton Greenside; Diego Calderon; Po Yuan Tung; Jonathan E Burnett; Marsha Myrthil; Samantha M Thomas; Courtney K Burrows; Irene Gallego Romero; Bryan J Pavlovic; Anshul Kundaje; Jonathan K Pritchard; Yoav Gilad
Journal:  Genome Res       Date:  2017-12-05       Impact factor: 9.043

6.  Common genetic variation drives molecular heterogeneity in human iPSCs.

Authors:  Helena Kilpinen; Angela Goncalves; Andreas Leha; Vackar Afzal; Kaur Alasoo; Sofie Ashford; Sendu Bala; Dalila Bensaddek; Francesco Paolo Casale; Oliver J Culley; Petr Danecek; Adam Faulconbridge; Peter W Harrison; Annie Kathuria; Davis McCarthy; Shane A McCarthy; Ruta Meleckyte; Yasin Memari; Nathalie Moens; Filipa Soares; Alice Mann; Ian Streeter; Chukwuma A Agu; Alex Alderton; Rachel Nelson; Sarah Harper; Minal Patel; Alistair White; Sharad R Patel; Laura Clarke; Reena Halai; Christopher M Kirton; Anja Kolb-Kokocinski; Philip Beales; Ewan Birney; Davide Danovi; Angus I Lamond; Willem H Ouwehand; Ludovic Vallier; Fiona M Watt; Richard Durbin; Oliver Stegle; Daniel J Gaffney
Journal:  Nature       Date:  2017-05-10       Impact factor: 49.962

7.  Single-cell RNA-seq of human induced pluripotent stem cells reveals cellular heterogeneity and cell state transitions between subpopulations.

Authors:  Quan H Nguyen; Samuel W Lukowski; Nathan J Palpant; Joseph E Powell; Han Sheng Chiu; Anne Senabouth; Timothy J C Bruxner; Angelika N Christ
Journal:  Genome Res       Date:  2018-05-11       Impact factor: 9.043

Review 8.  Stem cell therapy for Parkinson's disease: safety and modeling.

Authors:  Theo Stoddard-Bennett; Renee Reijo Pera
Journal:  Neural Regen Res       Date:  2020-01       Impact factor: 5.135

9.  Shared genetic effects on chromatin and gene expression indicate a role for enhancer priming in immune response.

Authors:  Kaur Alasoo; Julia Rodrigues; Subhankar Mukhopadhyay; Andrew J Knights; Alice L Mann; Kousik Kundu; Christine Hale; Gordon Dougan; Daniel J Gaffney
Journal:  Nat Genet       Date:  2018-01-29       Impact factor: 38.330

10.  Single-cell RNA-sequencing of differentiating iPS cells reveals dynamic genetic effects on gene expression.

Authors:  Anna S E Cuomo; Daniel D Seaton; Davis J McCarthy; Mariya Chhatriwala; Oliver Stegle; Iker Martinez; Marc Jan Bonder; Jose Garcia-Bernardo; Shradha Amatya; Pedro Madrigal; Abigail Isaacson; Florian Buettner; Andrew Knights; Kedar Nath Natarajan; Ludovic Vallier; John C Marioni
Journal:  Nat Commun       Date:  2020-02-10       Impact factor: 14.919

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  32 in total

1.  DNA damage contributes to neurotoxic inflammation in Aicardi-Goutières syndrome astrocytes.

Authors:  Marco Luciani; Francesca Gatto; Monah Abou Alezz; Anna Maria Sole Giordano; Chiara Beghè; Lucrezia Della Volpe; Alessandro Migliara; Sara Valsoni; Marco Genua; Monika Dzieciatkowska; Giacomo Frati; Julie Tahraoui-Bories; Silvia Clara Giliani; Simona Orcesi; Elisa Fazzi; Renato Ostuni; Angelo D'Alessandro; Raffaella Di Micco; Ivan Merelli; Angelo Lombardo; Martin A M Reijns; Natalia Gromak; Angela Gritti; Anna Kajaste-Rudnitski
Journal:  J Exp Med       Date:  2022-03-09       Impact factor: 14.307

2.  Cell-type-specific cis-eQTLs in eight human brain cell types identify novel risk genes for psychiatric and neurological disorders.

Authors:  Julien Bryois; Daniela Calini; Will Macnair; Lynette Foo; Eduard Urich; Ward Ortmann; Victor Alejandro Iglesias; Suresh Selvaraj; Erik Nutma; Manuel Marzin; Sandra Amor; Anna Williams; Gonçalo Castelo-Branco; Vilas Menon; Philip De Jager; Dheeraj Malhotra
Journal:  Nat Neurosci       Date:  2022-08-01       Impact factor: 28.771

3.  Brain-trait-associated variants impact cell-type-specific gene regulation during neurogenesis.

Authors:  Nil Aygün; Angela L Elwell; Dan Liang; Michael J Lafferty; Kerry E Cheek; Kenan P Courtney; Jessica Mory; Ellie Hadden-Ford; Oleh Krupa; Luis de la Torre-Ubieta; Daniel H Geschwind; Michael I Love; Jason L Stein
Journal:  Am J Hum Genet       Date:  2021-08-19       Impact factor: 11.043

Review 4.  Phenotyping Neurodegeneration in Human iPSCs.

Authors:  Jonathan Li; Ernest Fraenkel
Journal:  Annu Rev Biomed Data Sci       Date:  2021-04-23

Review 5.  Neurodevelopmental copy-number variants: A roadmap to improving outcomes by uniting patient advocates, researchers, and clinicians for collective impact.

Authors: 
Journal:  Am J Hum Genet       Date:  2022-08-04       Impact factor: 11.043

6.  Immune disease risk variants regulate gene expression dynamics during CD4+ T cell activation.

Authors:  Blagoje Soskic; Eddie Cano-Gamez; Deborah J Smyth; Kirsty Ambridge; Ziying Ke; Julie C Matte; Lara Bossini-Castillo; Joanna Kaplanis; Lucia Ramirez-Navarro; Anna Lorenc; Nikolina Nakic; Jorge Esparza-Gordillo; Wendy Rowan; David Wille; David F Tough; Paola G Bronson; Gosia Trynka
Journal:  Nat Genet       Date:  2022-05-26       Impact factor: 41.307

Review 7.  Where Are the Disease-Associated eQTLs?

Authors:  Benjamin D Umans; Alexis Battle; Yoav Gilad
Journal:  Trends Genet       Date:  2020-09-07       Impact factor: 11.639

Review 8.  Computational principles and challenges in single-cell data integration.

Authors:  Ricard Argelaguet; Anna S E Cuomo; Oliver Stegle; John C Marioni
Journal:  Nat Biotechnol       Date:  2021-05-03       Impact factor: 54.908

9.  Mapping the genetic architecture of human traits to cell types in the kidney identifies mechanisms of disease and potential treatments.

Authors:  Xin Sheng; Yuting Guan; Ziyuan Ma; Junnan Wu; Hongbo Liu; Chengxiang Qiu; Steven Vitale; Zhen Miao; Matthew J Seasock; Matthew Palmer; Myung K Shin; Kevin L Duffin; Steven S Pullen; Todd L Edwards; Jacklyn N Hellwege; Adriana M Hung; Mingyao Li; Benjamin F Voight; Thomas M Coffman; Christopher D Brown; Katalin Susztak
Journal:  Nat Genet       Date:  2021-08-12       Impact factor: 41.307

10.  Optimizing expression quantitative trait locus mapping workflows for single-cell studies.

Authors:  Anna S E Cuomo; Giordano Alvari; Christina B Azodi; Davis J McCarthy; Marc Jan Bonder
Journal:  Genome Biol       Date:  2021-06-24       Impact factor: 13.583

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