Literature DB >> 30445587

Single-cell RNA sequencing in facioscapulohumeral muscular dystrophy disease etiology and development.

Anita van den Heuvel1, Ahmed Mahfouz2,3, Susan L Kloet1, Judit Balog1, Baziel G M van Engelen4, Rabi Tawil5, Stephen J Tapscott6, Silvère M van der Maarel1.   

Abstract

Facioscapulohumeral muscular dystrophy (FSHD) is characterized by sporadic de-repression of the transcription factor DUX4 in skeletal muscle. DUX4 activates a cascade of muscle disrupting events, eventually leading to muscle atrophy and apoptosis. Yet, how sporadic DUX4 expression leads to the generalized muscle wasting remains unclear. Transcriptome analyses have systematically been challenged by the majority of nuclei being DUX4neg, weakening the DUX4 transcriptome signature. Moreover, DUX4 has been shown to be expressed in a highly dynamic burst-like manner, likely resulting in the detection of the downstream cascade of events long after DUX4 expression itself has faded. Identifying the FSHD transcriptome in individual cells and unraveling the cascade of events leading to FSHD development may therefore provide important insights in the disease process. We employed single-cell RNA sequencing, combined with pseudotime trajectory modeling, to study FSHD disease etiology and cellular progression in human primary myocytes. We identified a small FSHD-specific cell population in all tested patient-derived cultures and detected new genes associated with DUX4 de-repression. We furthermore generated an FSHD cellular progression model, reflecting both the early burst-like DUX4 expression as well as the downstream activation of various FSHD-associated pathways, which allowed us to correlate DUX4 expression signature dynamics with that of regulatory complexes, thereby facilitating the prioritization of epigenetic targets for DUX4 silencing. Single-cell transcriptomics combined with pseudotime modeling thus holds valuable information on FSHD disease etiology and progression that can potentially guide biomarker and target selection for therapy.
© The Author(s) 2018. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

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Year:  2019        PMID: 30445587      PMCID: PMC6423425          DOI: 10.1093/hmg/ddy400

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  36 in total

1.  A unifying genetic model for facioscapulohumeral muscular dystrophy.

Authors:  Richard J L F Lemmers; Patrick J van der Vliet; Rinse Klooster; Sabrina Sacconi; Pilar Camaño; Johannes G Dauwerse; Lauren Snider; Kirsten R Straasheijm; Gert Jan van Ommen; George W Padberg; Daniel G Miller; Stephen J Tapscott; Rabi Tawil; Rune R Frants; Silvère M van der Maarel
Journal:  Science       Date:  2010-08-19       Impact factor: 47.728

2.  Model systems of DUX4 expression recapitulate the transcriptional profile of FSHD cells.

Authors:  Sujatha Jagannathan; Sean C Shadle; Rebecca Resnick; Lauren Snider; Rabi N Tawil; Silvère M van der Maarel; Robert K Bradley; Stephen J Tapscott
Journal:  Hum Mol Genet       Date:  2016-10-15       Impact factor: 6.150

3.  Single-Cell RNA-Seq of Mouse Dopaminergic Neurons Informs Candidate Gene Selection for Sporadic Parkinson Disease.

Authors:  Paul W Hook; Sarah A McClymont; Gabrielle H Cannon; William D Law; A Jennifer Morton; Loyal A Goff; Andrew S McCallion
Journal:  Am J Hum Genet       Date:  2018-03-01       Impact factor: 11.025

4.  Single-cell RNA-Seq reveals cell heterogeneity and hierarchy within mouse mammary epithelia.

Authors:  Heng Sun; Zhengqiang Miao; Xin Zhang; Un In Chan; Sek Man Su; Sen Guo; Chris Koon Ho Wong; Xiaoling Xu; Chu-Xia Deng
Journal:  J Biol Chem       Date:  2018-04-17       Impact factor: 5.157

5.  The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells.

Authors:  Cole Trapnell; Davide Cacchiarelli; Jonna Grimsby; Prapti Pokharel; Shuqiang Li; Michael Morse; Niall J Lennon; Kenneth J Livak; Tarjei S Mikkelsen; John L Rinn
Journal:  Nat Biotechnol       Date:  2014-03-23       Impact factor: 54.908

6.  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

7.  Conserved roles of mouse DUX and human DUX4 in activating cleavage-stage genes and MERVL/HERVL retrotransposons.

Authors:  Peter G Hendrickson; Jessie A Doráis; Edward J Grow; Jennifer L Whiddon; Jong-Won Lim; Candice L Wike; Bradley D Weaver; Christian Pflueger; Benjamin R Emery; Aaron L Wilcox; David A Nix; C Matthew Peterson; Stephen J Tapscott; Douglas T Carrell; Bradley R Cairns
Journal:  Nat Genet       Date:  2017-05-01       Impact factor: 38.330

8.  DUX-family transcription factors regulate zygotic genome activation in placental mammals.

Authors:  Alberto De Iaco; Evarist Planet; Andrea Coluccio; Sonia Verp; Julien Duc; Didier Trono
Journal:  Nat Genet       Date:  2017-05-01       Impact factor: 38.330

9.  DUX4-induced dsRNA and MYC mRNA stabilization activate apoptotic pathways in human cell models of facioscapulohumeral dystrophy.

Authors:  Sean C Shadle; Jun Wen Zhong; Amy E Campbell; Melissa L Conerly; Sujatha Jagannathan; Chao-Jen Wong; Timothy D Morello; Silvère M van der Maarel; Stephen J Tapscott
Journal:  PLoS Genet       Date:  2017-03-08       Impact factor: 5.917

10.  Functionally distinct disease-associated fibroblast subsets in rheumatoid arthritis.

Authors:  Fumitaka Mizoguchi; Kamil Slowikowski; Kevin Wei; Jennifer L Marshall; Deepak A Rao; Sook Kyung Chang; Hung N Nguyen; Erika H Noss; Jason D Turner; Brandon E Earp; Philip E Blazar; John Wright; Barry P Simmons; Laura T Donlin; George D Kalliolias; Susan M Goodman; Vivian P Bykerk; Lionel B Ivashkiv; James A Lederer; Nir Hacohen; Peter A Nigrovic; Andrew Filer; Christopher D Buckley; Soumya Raychaudhuri; Michael B Brenner
Journal:  Nat Commun       Date:  2018-02-23       Impact factor: 14.919

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  22 in total

Review 1.  The Pediatric Cell Atlas: Defining the Growth Phase of Human Development at Single-Cell Resolution.

Authors:  Deanne M Taylor; Bruce J Aronow; Kai Tan; Kathrin Bernt; Nathan Salomonis; Casey S Greene; Alina Frolova; Sarah E Henrickson; Andrew Wells; Liming Pei; Jyoti K Jaiswal; Jeffrey Whitsett; Kathryn E Hamilton; Sonya A MacParland; Judith Kelsen; Robert O Heuckeroth; S Steven Potter; Laura A Vella; Natalie A Terry; Louis R Ghanem; Benjamin C Kennedy; Ingo Helbig; Kathleen E Sullivan; Leslie Castelo-Soccio; Arnold Kreigstein; Florian Herse; Martijn C Nawijn; Gerard H Koppelman; Melissa Haendel; Nomi L Harris; Jo Lynne Rokita; Yuanchao Zhang; Aviv Regev; Orit Rozenblatt-Rosen; Jennifer E Rood; Timothy L Tickle; Roser Vento-Tormo; Saif Alimohamed; Monkol Lek; Jessica C Mar; Kathleen M Loomes; David M Barrett; Prech Uapinyoying; Alan H Beggs; Pankaj B Agrawal; Yi-Wen Chen; Amanda B Muir; Lana X Garmire; Scott B Snapper; Javad Nazarian; Steven H Seeholzer; Hossein Fazelinia; Larry N Singh; Robert B Faryabi; Pichai Raman; Noor Dawany; Hongbo Michael Xie; Batsal Devkota; Sharon J Diskin; Stewart A Anderson; Eric F Rappaport; William Peranteau; Kathryn A Wikenheiser-Brokamp; Sarah Teichmann; Douglas Wallace; Tao Peng; Yang-Yang Ding; Man S Kim; Yi Xing; Sek Won Kong; Carsten G Bönnemann; Kenneth D Mandl; Peter S White
Journal:  Dev Cell       Date:  2019-03-28       Impact factor: 12.270

2.  High-throughput muscle fiber typing from RNA sequencing data.

Authors:  Nikolay Oskolkov; Malgorzata Santel; Hemang M Parikh; Ola Ekström; Gray J Camp; Eri Miyamoto-Mikami; Kristoffer Ström; Bilal Ahmad Mir; Dmytro Kryvokhyzha; Mikko Lehtovirta; Hiroyuki Kobayashi; Ryo Kakigi; Hisashi Naito; Karl-Fredrik Eriksson; Björn Nystedt; Noriyuki Fuku; Barbara Treutlein; Svante Pääbo; Ola Hansson
Journal:  Skelet Muscle       Date:  2022-07-02       Impact factor: 5.063

3.  Applying genome-wide CRISPR-Cas9 screens for therapeutic discovery in facioscapulohumeral muscular dystrophy.

Authors:  Angela Lek; Yuanfan Zhang; Keryn G Woodman; Shushu Huang; Alec M DeSimone; Justin Cohen; Vincent Ho; James Conner; Lillian Mead; Andrew Kodani; Anna Pakula; Neville Sanjana; Oliver D King; Peter L Jones; Kathryn R Wagner; Monkol Lek; Louis M Kunkel
Journal:  Sci Transl Med       Date:  2020-03-25       Impact factor: 17.956

4.  Relationship of DUX4 and target gene expression in FSHD myocytes.

Authors:  Jonathan Chau; Xiangduo Kong; Nam Viet Nguyen; Katherine Williams; Miya Ball; Rabi Tawil; Tohru Kiyono; Ali Mortazavi; Kyoko Yokomori
Journal:  Hum Mutat       Date:  2021-02-04       Impact factor: 4.878

5.  CLIA Laboratory Testing for Facioscapulohumeral Dystrophy: A Retrospective Analysis.

Authors:  Autumn Rieken; Aaron D Bossler; Katherine D Mathews; Steven A Moore
Journal:  Neurology       Date:  2020-12-21       Impact factor: 9.910

6.  Single-nucleus RNA-seq identifies divergent populations of FSHD2 myotube nuclei.

Authors:  Shan Jiang; Katherine Williams; Xiangduo Kong; Weihua Zeng; Nam Viet Nguyen; Xinyi Ma; Rabi Tawil; Kyoko Yokomori; Ali Mortazavi
Journal:  PLoS Genet       Date:  2020-05-04       Impact factor: 5.917

7.  PAX7 target gene repression is a superior FSHD biomarker than DUX4 target gene activation, associating with pathological severity and identifying FSHD at the single-cell level.

Authors:  Christopher R S Banerji; Peter S Zammit
Journal:  Hum Mol Genet       Date:  2019-07-01       Impact factor: 6.150

Review 8.  The prospects of targeting DUX4 in facioscapulohumeral muscular dystrophy.

Authors:  Linde F Bouwman; Silvère M van der Maarel; Jessica C de Greef
Journal:  Curr Opin Neurol       Date:  2020-10       Impact factor: 6.283

9.  Membrane Repair Deficit in Facioscapulohumeral Muscular Dystrophy.

Authors:  Adam J Bittel; Sen Chandra Sreetama; Daniel C Bittel; Adam Horn; James S Novak; Toshifumi Yokota; Aiping Zhang; Rika Maruyama; Kenji Rowel Q Lim; Jyoti K Jaiswal; Yi-Wen Chen
Journal:  Int J Mol Sci       Date:  2020-08-04       Impact factor: 5.923

Review 10.  DUX4 Signalling in the Pathogenesis of Facioscapulohumeral Muscular Dystrophy.

Authors:  Kenji Rowel Q Lim; Quynh Nguyen; Toshifumi Yokota
Journal:  Int J Mol Sci       Date:  2020-01-22       Impact factor: 5.923

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