Literature DB >> 28525545

Gene co-expression network analysis for identifying modules and functionally enriched pathways in SCA2.

Lance T Pflieger1, Warunee Dansithong2, Sharan Paul2, Daniel R Scoles2, Karla P Figueroa2, Pratap Meera3, Thomas S Otis3, Julio C Facelli1, Stefan M Pulst2.   

Abstract

Spinocerebellar ataxia type 2 (SCA2) is an autosomal dominant neurodegenerative disease caused by CAG repeat expansion in the ATXN2 gene. The repeat resides in an encoded region of the gene resulting in polyglutamine (polyQ) expansion which has been assumed to result in gain of function, predominantly, for the ATXN2 protein. We evaluated temporal cerebellar expression profiles by RNA sequencing of ATXN2Q127 mice versus wild-type (WT) littermates. ATXN2Q127 mice are characterized by a progressive motor phenotype onset, and have progressive cerebellar molecular and neurophysiological (Purkinje cell firing frequency) phenotypes. Our analysis revealed previously uncharacterized early and progressive abnormal patterning of cerebellar gene expression. Weighted Gene Coexpression Network Analysis revealed four gene modules that were significantly correlated with disease status, composed primarily of genes associated with GTPase signaling, calcium signaling and cell death. Of these genes, few overlapped with differentially expressed cerebellar genes that we identified in Atxn2-/- knockout mice versus WT littermates, suggesting that loss-of-function is not a significant component of disease pathology. We conclude that SCA2 is a disease characterized by gain of function for ATXN2.
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Year:  2017        PMID: 28525545      PMCID: PMC5886232          DOI: 10.1093/hmg/ddx191

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


  53 in total

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Journal:  Hum Mol Genet       Date:  2014-04-23       Impact factor: 6.150

2.  Deficiency of the miR-29a/b-1 cluster leads to ataxic features and cerebellar alterations in mice.

Authors:  Aikaterini S Papadopoulou; Lutgarde Serneels; Tilmann Achsel; Wim Mandemakers; Zsuzsanna Callaerts-Vegh; James Dooley; Pierre Lau; Torik Ayoubi; Enrico Radaelli; Marco Spinazzi; Melanie Neumann; Sébastien S Hébert; Asli Silahtaroglu; Adrian Liston; Rudi D'Hooge; Markus Glatzel; Bart De Strooper
Journal:  Neurobiol Dis       Date:  2014-10-12       Impact factor: 5.996

3.  Identification of candidate Purkinje cell-specific markers by gene expression profiling in wild-type and pcd(3J) mice.

Authors:  Yongqi Rong; Taiyu Wang; James I Morgan
Journal:  Brain Res Mol Brain Res       Date:  2004-12-20

4.  Polyglutamine and transcription: gene expression changes shared by DRPLA and Huntington's disease mouse models reveal context-independent effects.

Authors:  Ruth Luthi-Carter; Andrew D Strand; Sarah A Hanson; Charles Kooperberg; Gabriele Schilling; Albert R La Spada; Diane E Merry; Anne B Young; Christopher A Ross; David R Borchelt; James M Olson
Journal:  Hum Mol Genet       Date:  2002-08-15       Impact factor: 6.150

5.  Altered Purkinje cell miRNA expression and SCA1 pathogenesis.

Authors:  Edgardo Rodriguez-Lebron; Gumei Liu; Megan Keiser; Mark A Behlke; Beverly L Davidson
Journal:  Neurobiol Dis       Date:  2013-01-30       Impact factor: 5.996

6.  Cerebellar Transcriptome Profiles of ATXN1 Transgenic Mice Reveal SCA1 Disease Progression and Protection Pathways.

Authors:  Melissa Ingram; Emily A L Wozniak; Christine Henzler; Lisa Duvick; Rendong Yang; Paul Bergmann; Robert Carson; Brennon O'Callaghan; Huda Y Zoghbi; Harry T Orr
Journal:  Neuron       Date:  2016-03-03       Impact factor: 17.173

7.  Mannose-binding lectin binds to amyloid β protein and modulates inflammation.

Authors:  Mykol Larvie; Timothy Shoup; Wei-Chuan Chang; Lorencia Chigweshe; Kevan Hartshorn; Mitchell R White; Gregory L Stahl; David R Elmaleh; Kazue Takahashi
Journal:  J Biomed Biotechnol       Date:  2012-03-27

8.  Cerebellar transcriptional alterations with Purkinje cell dysfunction and loss in mice lacking PGC-1α.

Authors:  Elizabeth K Lucas; Courtney S Reid; Laura J McMeekin; Sarah E Dougherty; Candace L Floyd; Rita M Cowell
Journal:  Front Cell Neurosci       Date:  2015-01-06       Impact factor: 5.505

9.  Eigengene networks for studying the relationships between co-expression modules.

Authors:  Peter Langfelder; Steve Horvath
Journal:  BMC Syst Biol       Date:  2007-11-21

10.  Deletion at ITPR1 underlies ataxia in mice and spinocerebellar ataxia 15 in humans.

Authors:  Joyce van de Leemput; Jayanth Chandran; Melanie A Knight; Lynne A Holtzclaw; Sonja Scholz; Mark R Cookson; Henry Houlden; Katrina Gwinn-Hardy; Hon-Chung Fung; Xian Lin; Dena Hernandez; Javier Simon-Sanchez; Nick W Wood; Paola Giunti; Ian Rafferty; John Hardy; Elsdon Storey; R J McKinlay Gardner; Susan M Forrest; Elizabeth M C Fisher; James T Russell; Huaibin Cai; Andrew B Singleton
Journal:  PLoS Genet       Date:  2007-05-16       Impact factor: 5.917

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  19 in total

Review 1.  Ion channel dysfunction in cerebellar ataxia.

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2.  Correlations between gene expression highlight a different activation of ACE/TLR4/PTGS2 signaling in symptomatic and asymptomatic plaques in atherosclerotic patients.

Authors:  Silvia Ferronato; Alberto Scuro; Macarena Gomez-Lira; Sara Mazzucco; Silvia Olivato; Alberto Turco; Orlandi Elisa; Giovanni Malerba; Maria Grazia Romanelli
Journal:  Mol Biol Rep       Date:  2018-06-19       Impact factor: 2.316

Review 3.  Polyglutamine spinocerebellar ataxias - from genes to potential treatments.

Authors:  Henry L Paulson; Vikram G Shakkottai; H Brent Clark; Harry T Orr
Journal:  Nat Rev Neurosci       Date:  2017-08-17       Impact factor: 34.870

4.  Potassium channel dysfunction underlies Purkinje neuron spiking abnormalities in spinocerebellar ataxia type 2.

Authors:  James M Dell'Orco; Stefan M Pulst; Vikram G Shakkottai
Journal:  Hum Mol Genet       Date:  2017-10-15       Impact factor: 6.150

5.  Impaired Oligodendrocyte Maturation Is an Early Feature in SCA3 Disease Pathogenesis.

Authors:  Kristen H Schuster; Annie J Zalon; Hongjiu Zhang; Danielle M DiFranco; Nicholas R Stec; Zaid Haque; Kate G Blumenstein; Amanda M Pierce; Yuanfang Guan; Henry L Paulson; Hayley S McLoughlin
Journal:  J Neurosci       Date:  2022-01-18       Impact factor: 6.709

6.  Molecular pathway analysis towards understanding tissue vulnerability in spinocerebellar ataxia type 1.

Authors:  Terri M Driessen; Paul J Lee; Janghoo Lim
Journal:  Elife       Date:  2018-12-03       Impact factor: 8.140

7.  Transcriptional profiling and biomarker identification reveal tissue specific effects of expanded ataxin-3 in a spinocerebellar ataxia type 3 mouse model.

Authors:  Lodewijk J A Toonen; Maurice Overzier; Melvin M Evers; Leticia G Leon; Sander A J van der Zeeuw; Hailiang Mei; Szymon M Kielbasa; Jelle J Goeman; Kristina M Hettne; Olafur Th Magnusson; Marion Poirel; Alexandre Seyer; Peter A C 't Hoen; Willeke M C van Roon-Mom
Journal:  Mol Neurodegener       Date:  2018-06-22       Impact factor: 14.195

8.  Gene co-expression network analysis reveals key potential gene modules in utero-vaginal junction associated with duration of fertility trait of breeder hens.

Authors:  Lantao Gu; Ruoxi Jing; Yanzhang Gong; Mei Yu; Abdelmotaleb Elokil; Shijun Li
Journal:  Sci Rep       Date:  2019-09-25       Impact factor: 4.379

Review 9.  Juvenile Huntington's Disease and Other PolyQ Diseases, Update on Neurodevelopmental Character and Comparative Bioinformatic Review of Transcriptomic and Proteomic Data.

Authors:  Karolina Świtońska-Kurkowska; Bart Krist; Joanna Delimata; Maciej Figiel
Journal:  Front Cell Dev Biol       Date:  2021-07-01

10.  Neurodegeneration in SCA14 is associated with increased PKCγ kinase activity, mislocalization and aggregation.

Authors:  Maggie M K Wong; Stephanie D Hoekstra; Jane Vowles; Lauren M Watson; Geraint Fuller; Andrea H Németh; Sally A Cowley; Olaf Ansorge; Kevin Talbot; Esther B E Becker
Journal:  Acta Neuropathol Commun       Date:  2018-09-24       Impact factor: 7.801

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