Literature DB >> 33382996

Cross-Comparison of Human iPSC Motor Neuron Models of Familial and Sporadic ALS Reveals Early and Convergent Transcriptomic Disease Signatures.

Ritchie Ho1, Michael J Workman2, Pranav Mathkar3, Kathryn Wu2, Kevin J Kim2, Jacqueline G O'Rourke3, Mariko Kellogg4, Valerie Montel4, Maria G Banuelos2, Olubankole Aladesuyi Arogundade5, Sandra Diaz-Garcia5, Daniel Oheb2, Steven Huang2, Irina Khrebtukova4, Lisa Watson4, John Ravits5, Kevin Taylor4, Robert H Baloh6, Clive N Svendsen7.   

Abstract

Induced pluripotent stem cell (iPSC)-derived neural cultures from amyotrophic lateral sclerosis (ALS) patients can model disease phenotypes. However, heterogeneity arising from genetic and experimental variability limits their utility, impacting reproducibility and the ability to track cellular origins of pathogenesis. Here, we present methodologies using single-cell RNA sequencing (scRNA-seq) analysis to address these limitations. By repeatedly differentiating and applying scRNA-seq to motor neurons (MNs) from healthy, familial ALS, sporadic ALS, and genome-edited iPSC lines across multiple patients, batches, and platforms, we account for genetic and experimental variability toward identifying unified and reproducible ALS signatures. Combining HOX and developmental gene expression with global clustering, we anatomically classified cells into rostrocaudal, progenitor, and postmitotic identities. By relaxing statistical thresholds, we discovered genes in iPSC-MNs that were concordantly dysregulated in postmortem MNs and yielded predictive ALS markers in other human and mouse models. Our approach thus revealed early, convergent, and MN-resolved signatures of ALS.
Copyright © 2020 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  ALS; ELAVL3; iPSC; single-cell RNA-seq

Mesh:

Year:  2020        PMID: 33382996      PMCID: PMC7897311          DOI: 10.1016/j.cels.2020.10.010

Source DB:  PubMed          Journal:  Cell Syst        ISSN: 2405-4712            Impact factor:   10.304


  63 in total

1.  Single-Cell Multi-omic Integration Compares and Contrasts Features of Brain Cell Identity.

Authors:  Joshua D Welch; Velina Kozareva; Ashley Ferreira; Charles Vanderburg; Carly Martin; Evan Z Macosko
Journal:  Cell       Date:  2019-06-06       Impact factor: 41.582

2.  Fiji: an open-source platform for biological-image analysis.

Authors:  Johannes Schindelin; Ignacio Arganda-Carreras; Erwin Frise; Verena Kaynig; Mark Longair; Tobias Pietzsch; Stephan Preibisch; Curtis Rueden; Stephan Saalfeld; Benjamin Schmid; Jean-Yves Tinevez; Daniel James White; Volker Hartenstein; Kevin Eliceiri; Pavel Tomancak; Albert Cardona
Journal:  Nat Methods       Date:  2012-06-28       Impact factor: 28.547

3.  TDP-43 regulates the alternative splicing of hnRNP A1 to yield an aggregation-prone variant in amyotrophic lateral sclerosis.

Authors:  Jade-Emmanuelle Deshaies; Lulzim Shkreta; Alexander J Moszczynski; Hadjara Sidibé; Sabrina Semmler; Aurélien Fouillen; Estelle R Bennett; Uriya Bekenstein; Laurie Destroismaisons; Johanne Toutant; Quentin Delmotte; Kathryn Volkening; Stéphanie Stabile; Anaïs Aulas; Yousra Khalfallah; Hermona Soreq; Antonio Nanci; Michael J Strong; Benoit Chabot; Christine Vande Velde
Journal:  Brain       Date:  2018-05-01       Impact factor: 13.501

Review 4.  Hox genes: choreographers in neural development, architects of circuit organization.

Authors:  Polyxeni Philippidou; Jeremy S Dasen
Journal:  Neuron       Date:  2013-10-02       Impact factor: 17.173

5.  A small molecule screen in stem-cell-derived motor neurons identifies a kinase inhibitor as a candidate therapeutic for ALS.

Authors:  Yin M Yang; Shailesh K Gupta; Kevin J Kim; Berit E Powers; Antonio Cerqueira; Brian J Wainger; Hien D Ngo; Kathryn A Rosowski; Pamela A Schein; Courtney A Ackeifi; Anthony C Arvanites; Lance S Davidow; Clifford J Woolf; Lee L Rubin
Journal:  Cell Stem Cell       Date:  2013-04-18       Impact factor: 24.633

6.  Single-cell transcriptomic analysis of Alzheimer's disease.

Authors:  Hansruedi Mathys; Jose Davila-Velderrain; Zhuyu Peng; Fan Gao; Shahin Mohammadi; Jennie Z Young; Madhvi Menon; Liang He; Fatema Abdurrob; Xueqiao Jiang; Anthony J Martorell; Richard M Ransohoff; Brian P Hafler; David A Bennett; Manolis Kellis; Li-Huei Tsai
Journal:  Nature       Date:  2019-05-01       Impact factor: 49.962

7.  Single-cell mRNA quantification and differential analysis with Census.

Authors:  Xiaojie Qiu; Andrew Hill; Jonathan Packer; Dejun Lin; Yi-An Ma; Cole Trapnell
Journal:  Nat Methods       Date:  2017-01-23       Impact factor: 28.547

8.  Nuclei multiplexing with barcoded antibodies for single-nucleus genomics.

Authors:  Jellert T Gaublomme; Bo Li; Cristin McCabe; Abigail Knecht; Yiming Yang; Eugene Drokhlyansky; Nicholas Van Wittenberghe; Julia Waldman; Danielle Dionne; Lan Nguyen; Philip L De Jager; Bertrand Yeung; Xinfang Zhao; Naomi Habib; Orit Rozenblatt-Rosen; Aviv Regev
Journal:  Nat Commun       Date:  2019-07-02       Impact factor: 14.919

9.  Identification of Phox2b-regulated genes by expression profiling of cranial motoneuron precursors.

Authors:  Patrick Pla; Marie-Rose Hirsch; Stéphane Le Crom; Simone Reiprich; Vincent R Harley; Christo Goridis
Journal:  Neural Dev       Date:  2008-06-19       Impact factor: 3.842

10.  Nervous System Regionalization Entails Axial Allocation before Neural Differentiation.

Authors:  Vicki Metzis; Sebastian Steinhauser; Edvinas Pakanavicius; Mina Gouti; Despina Stamataki; Kenzo Ivanovitch; Thomas Watson; Teresa Rayon; S Neda Mousavy Gharavy; Robin Lovell-Badge; Nicholas M Luscombe; James Briscoe
Journal:  Cell       Date:  2018-10-18       Impact factor: 41.582

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  10 in total

Review 1.  Human stem cell models of neurodegeneration: From basic science of amyotrophic lateral sclerosis to clinical translation.

Authors:  Elisa Giacomelli; Björn F Vahsen; Elizabeth L Calder; Yinyan Xu; Jakub Scaber; Elizabeth Gray; Ruxandra Dafinca; Kevin Talbot; Lorenz Studer
Journal:  Cell Stem Cell       Date:  2022-01-06       Impact factor: 24.633

2.  Single-cell atlas unveils cellular heterogeneity and novel markers in human neonatal and adult intervertebral discs.

Authors:  Wensen Jiang; Juliane D Glaeser; Khosrowdad Salehi; Giselle Kaneda; Pranav Mathkar; Anton Wagner; Ritchie Ho; Dmitriy Sheyn
Journal:  iScience       Date:  2022-06-02

3.  Exploring Motor Neuron Diseases Using iPSC Platforms.

Authors:  Alexandra E Johns; Nicholas J Maragakis
Journal:  Stem Cells       Date:  2022-03-03       Impact factor: 5.845

Review 4.  Utility of iPSC-Derived Cells for Disease Modeling, Drug Development, and Cell Therapy.

Authors:  Martin W Nicholson; Chien-Yu Ting; Darien Z H Chan; Yu-Che Cheng; Yi-Chan Lee; Ching-Chuan Hsu; Ching-Ying Huang; Patrick C H Hsieh
Journal:  Cells       Date:  2022-06-06       Impact factor: 7.666

5.  Aging-Dependent Altered Transcriptional Programs Underlie Activity Impairments in Human C9orf72-Mutant Motor Neurons.

Authors:  Daniel Sommer; Sandeep Rajkumar; Mira Seidel; Amr Aly; Albert Ludolph; Ritchie Ho; Tobias M Boeckers; Alberto Catanese
Journal:  Front Mol Neurosci       Date:  2022-06-14       Impact factor: 6.261

6.  An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients.

Authors:  Jonathan Li; Ryan G Lim; Julia A Kaye; Victoria Dardov; Alyssa N Coyne; Jie Wu; Pamela Milani; Andrew Cheng; Terri G Thompson; Loren Ornelas; Aaron Frank; Miriam Adam; Maria G Banuelos; Malcolm Casale; Veerle Cox; Renan Escalante-Chong; J Gavin Daigle; Emilda Gomez; Lindsey Hayes; Ronald Holewenski; Susan Lei; Alex Lenail; Leandro Lima; Berhan Mandefro; Andrea Matlock; Lindsay Panther; Natasha Leanna Patel-Murray; Jacqueline Pham; Divya Ramamoorthy; Karen Sachs; Brandon Shelley; Jennifer Stocksdale; Hannah Trost; Mark Wilhelm; Vidya Venkatraman; Brook T Wassie; Stacia Wyman; Stephanie Yang; Jennifer E Van Eyk; Thomas E Lloyd; Steven Finkbeiner; Ernest Fraenkel; Jeffrey D Rothstein; Dhruv Sareen; Clive N Svendsen; Leslie M Thompson
Journal:  iScience       Date:  2021-10-12

7.  Nuclear depletion of RNA-binding protein ELAVL3 (HuC) in sporadic and familial amyotrophic lateral sclerosis.

Authors:  Sandra Diaz-Garcia; Vivian I Ko; Sonia Vazquez-Sanchez; Ruth Chia; Olubankole Aladesuyi Arogundade; Maria J Rodriguez; Bryan J Traynor; Don Cleveland; John Ravits
Journal:  Acta Neuropathol       Date:  2021-10-07       Impact factor: 17.088

8.  Human ALS/FTD brain organoid slice cultures display distinct early astrocyte and targetable neuronal pathology.

Authors:  Léa M D Wenger; Yu Sun; Kornélia Szebényi; Alexander W E Dunn; Colleen A Limegrover; George M Gibbons; Elena Conci; Ole Paulsen; Susanna B Mierau; Gabriel Balmus; András Lakatos
Journal:  Nat Neurosci       Date:  2021-10-21       Impact factor: 24.884

Review 9.  Functional genomics and the future of iPSCs in disease modeling.

Authors:  Imogen R Brooks; Cristina M Garrone; Caoimhe Kerins; Cher Shen Kiar; Sofia Syntaka; Jessie Z Xu; Francesca M Spagnoli; Fiona M Watt
Journal:  Stem Cell Reports       Date:  2022-04-28       Impact factor: 7.294

Review 10.  Bioengineering the human spinal cord.

Authors:  Nisha R Iyer; Randolph S Ashton
Journal:  Front Cell Dev Biol       Date:  2022-08-26
  10 in total

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