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

被引:35
作者
Banerji, Christopher R. S. [1 ,2 ]
Zammit, Peter S. [1 ]
机构
[1] Kings Coll London, Randall Ctr Cell & Mol Biophys, New Hunts House,Guys Campus, London SE1 1UL, England
[2] Imperial Coll London, Fac Med, Level 2,Fac Bldg,South Kensington Campus, London SW7 2AZ, England
基金
英国医学研究理事会;
关键词
FACIOSCAPULOHUMERAL MUSCULAR-DYSTROPHY; OXIDATIVE STRESS; EXPRESSION; MUTATION; ENCODES; DISEASE; LOCUS; MODEL;
D O I
10.1093/hmg/ddz043
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Facioscapulohumeral muscular dystrophy (FSHD) is a prevalent, incurable skeletal myopathy. The condition is linked to hypomethylation of the D4Z4 macrosatellite repeat at chromosome 4q35, leading to epigenetic derepression of the transcription factor DUX4; coupled with a permissive 4qA haplotype supplying a poly(A) signal. DUX4 may drive FSHD pathology via both induction of target genes and inhibition of the function of the myogenic master regulator PAX7. Biomarkers for FSHD have focused on DUX4 target gene expression. We have, however, reported that PAX7 target gene repression is a hallmark of FSHD skeletal muscle. Here we demonstrate that PAX7 target gene repression is an equivalent biomarker to DUX4 target gene expression when considering RNA-Sequencing data from magnetic resonance imaging-guided muscle biopsies. Moreover, PAX7 target gene repression correlates with active disease, independent to DUX4 target gene expression. PAX7 target genes are also repressed in RNA-Sequencing data from single cells, representing a significantly better biomarker of FSHD cells than DUX4 target gene expression. Importantly, PAX7 target gene repression is a significant biomarker in the majority of FSHD cells that are DUX4 target gene negative, and on which the DUX4 biomarker is indiscriminate. To facilitate the evaluation of validated biomarkers we provide a simple tool that outputs biomarker values from a normalized expression data matrix. In summary, PAX7 target gene repression in FSHD correlates with disease severity, independently of DUX4 target gene expression. At the single-cell level, PAX7 target gene repression can efficiently discriminate FSHD cells, even when no DUX4 target genes are detectable.
引用
收藏
页码:2224 / 2236
页数:13
相关论文
共 45 条
[1]   Dynamic transcriptomic analysis reveals suppression of PGC1α/ERRα drives perturbed myogenesis in facioscapulohumeral muscular dystrophy [J].
Banerji, Christopher R. S. ;
Panamarova, Maryna ;
Pruller, Johanna ;
Figeac, Nicolas ;
Hebaishi, Husam ;
Fidanis, Efthymios ;
Saxena, Alka ;
Contet, Julian ;
Sacconi, Sabrina ;
Severini, Simone ;
Zammit, Peter S. .
HUMAN MOLECULAR GENETICS, 2019, 28 (08) :1244-1259
[2]   PAX7 target genes are globally repressed in facioscapulohumeral muscular dystrophy skeletal muscle [J].
Banerji, Christopher R. S. ;
Panamarova, Maryna ;
Hebaishi, Husam ;
White, Robert B. ;
Relaix, Frederic ;
Severini, Simone ;
Zammit, Peter S. .
NATURE COMMUNICATIONS, 2017, 8
[3]   β-catenin is central to DUX4-driven network rewiring in facioscapulohumeral muscular dystrophy [J].
Banerji, Christopher R. S. ;
Knopp, Paul ;
Moyle, Louise A. ;
Severini, Simone ;
Orrell, Richard W. ;
Teschendorff, Andrew E. ;
Zammit, Peter S. .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2015, 12 (102)
[4]   NCBI GEO: archive for functional genomics data sets-update [J].
Barrett, Tanya ;
Wilhite, Stephen E. ;
Ledoux, Pierre ;
Evangelista, Carlos ;
Kim, Irene F. ;
Tomashevsky, Maxim ;
Marshall, Kimberly A. ;
Phillippy, Katherine H. ;
Sherman, Patti M. ;
Holko, Michelle ;
Yefanov, Andrey ;
Lee, Hyeseung ;
Zhang, Naigong ;
Robertson, Cynthia L. ;
Serova, Nadezhda ;
Davis, Sean ;
Soboleva, Alexandra .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D991-D995
[5]   Myoblasts from affected and non-affected FSHD muscles exhibit morphological differentiation defects [J].
Barro, Marietta ;
Carnac, Gilles ;
Flavier, Sebastien ;
Mercier, Jacques ;
Vassetzky, Yegor ;
Laoudj-Chenivesse, Dalila .
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2010, 14 (1-2) :275-289
[6]   An isogenetic myoblast expression screen identifies DUX4-mediated FSHD-associated molecular pathologies [J].
Bosnakovski, Darko ;
Xu, Zhaohui ;
Gang, Eun Ji ;
Galindo, Cristi L. ;
Liu, Mingju ;
Simsek, Tugba ;
Garner, Harold R. ;
Agha-Mohammadi, Siamak ;
Tassin, Alexandra ;
Coppee, Frederique ;
Belayew, Alexandra ;
Perlingeiro, Rita R. ;
Kyba, Michael .
EMBO JOURNAL, 2008, 27 (20) :2766-2779
[7]   The DUX4 homeodomains mediate inhibition of myogenesis and are functionally exchangeable with the Pax7 homeodomain [J].
Bosnakovski, Darko ;
Toso, Erik A. ;
Hartweck, Lynn M. ;
Magli, Alessandro ;
Lee, Heather A. ;
Thompson, Eliza R. ;
Dandapat, Abhijit ;
Perlingeiro, Rita C. R. ;
Kyba, Michael .
JOURNAL OF CELL SCIENCE, 2017, 130 (21) :3685-3697
[8]   High-throughput screening identifies inhibitors of DUX4-induced myoblast toxicity [J].
Bosnakovski, Darko ;
Choi, Si Ho ;
Strasser, Jessica M. ;
Toso, Erik A. ;
Walters, Michael A. ;
Kyba, Michael .
SKELETAL MUSCLE, 2014, 4
[9]   BET bromodomain inhibitors and agonists of the beta-2 adrenergic receptor identified in screens for compounds that inhibit DUX4 expression in FSHD muscle cells [J].
Campbell, Amy E. ;
Oliva, Jonathan ;
Yates, Matthew P. ;
Zhong, Jun Wen ;
Shadle, Sean C. ;
Snider, Lauren ;
Singh, Nikita ;
Tai, Shannon ;
Hiramuki, Yosuke ;
Tawil, Rabi ;
van der Maarel, Silvere M. ;
Tapscott, Stephen J. ;
Sverdrup, Francis M. .
SKELETAL MUSCLE, 2017, 7
[10]   DUX4 recruits p300/CBP through its C-terminus and induces global H3K27 acetylation changes [J].
Choi, Si Ho ;
Gearhart, Micah D. ;
Cui, Ziyou ;
Bosnakovski, Darko ;
Kim, Minjee ;
Schennum, Natalie ;
Kyba, Michael .
NUCLEIC ACIDS RESEARCH, 2016, 44 (11) :5161-5173