scholarly journals Integrated analysis of human transcriptome data for Rett syndrome finds a network of involved genes

2018 ◽  
Author(s):  
Friederike Ehrhart ◽  
Susan L. Coort ◽  
Lars Eijssen ◽  
Elisa Cirillo ◽  
Eric E. Smeets ◽  
...  

AbstractRett syndrome (RTT) is a rare disorder causing severe intellectual and physical disability. The cause is a mutation in the gene coding for the methyl-CpG binding protein 2 (MECP2), a multifunctional regulator protein. Purpose of the study was integration and investigation of multiple gene expression profiles in human cells with impaired MECP2 gene to obtain a data-driven insight in downstream effects. Information about changed gene expression was extracted from five previously published studies. We identified a set of genes which are significantly changed not in all but several transcriptomics datasets and were not mentioned in the context of RTT before. Using overrepresentation analysis of molecular pathways and gene ontology we found that these genes are involved in several processes and molecular pathways known to be affected in RTT. Integrating transcription factors we identified a possible link how MECP2 regulates cytoskeleton organization via MEF2C and CAPG. Integrative analysis of omics data and prior knowledge databases is a powerful approach to identify links between mutation and phenotype especially in rare disease research where little data is available.AbbreviationsRett syndrome (RTT), embryonic stem cells (ESCs), induced pluripotent stem cells (iPSCs), fold change (FC), Gene Ontology (GO), EIF (eukaryotic initiation of transcription factor)For genes the symbols according to the HGNC nomenclature were used.

2008 ◽  
Vol 83 (2) ◽  
pp. 109-115 ◽  
Author(s):  
Mandana B. Boroujeni ◽  
Mojdeh Salehnia ◽  
Mojtaba R. Valojerdi ◽  
Seyed J. Mowla ◽  
Mehdi Forouzandeh ◽  
...  

2009 ◽  
Vol 9 (1) ◽  
Author(s):  
Fiona C Mansergh ◽  
Carl S Daly ◽  
Anna L Hurley ◽  
Michael A Wride ◽  
Susan M Hunter ◽  
...  

2011 ◽  
Vol 31 (4) ◽  
pp. 315-326 ◽  
Author(s):  
Sung-Hwan Moon ◽  
Sung-Whan Kim ◽  
Jong Soo Kim ◽  
Soon-Jung Park ◽  
Jeong Tae Do ◽  
...  

2021 ◽  
Vol 25 (2) ◽  
pp. 99-105
Author(s):  
Mahdieh Javidpou ◽  
Seyed-Morteza Seifati ◽  
Ehsan Farashahi-Yazd ◽  
Fatemeh Hajizadeh-Tafti ◽  
Jalal Golzadeh ◽  
...  

2007 ◽  
Vol 19 (1) ◽  
pp. 229
Author(s):  
S. Mamo ◽  
J. Kobolak ◽  
S. Becker ◽  
M. Horsch ◽  
J. Beckers ◽  
...  

Molecular phenotyping studies carried out so far on different embryonic stem cells (ESC) have focused mainly on the identification of molecular markers responsible for pluripotency. Unlike these, the goals of our study were to compare and functionally characterize the gene expression profiles of R1 ESC established from F1 (129X1/SvJ � 129S1) blastocysts (Nagy et al. 1993 PNAS 90, 8424–8428) and HM-1 ESC established from an inbred strain (Selfridge et al. 1992 Somat. Cell Mol. Genet. 18, 325–336), as our earlier study showed performance variations between these cells. ES cells were cultured on a mitomycin C-treated mouse embryonic fibroblast feeder cell layer. Cells were grown in standard ES cell medium changed daily [high glucose DMEM (GIBCO-Invitrogen, Carlsbad, CA, USA) supplemented with Na pyruvate (0.11% w/w; GIBCO-Invitrogen), 0.1 mM 2-mercaptoethanol (Sigma-Aldrich, St Louis, MO, USA), fetal bovine serum (15% v/v; HyClone, Logan, UT, USA), 1000 U mL-1 murine-LIF (Chemicon International, Temecula, CA, USA), and antibiotics (penicillin: 50 U mL-1, streptomycin: 50 �g mL-1; Sigma-Aldrich)]. Total RNA was isolated from aliquots of R1 ES cells at passage 13 and HM-1 ES cells at passage 23 using RNeasy Midi kit (Qiagen, D�sseldorf, Germany) procedures. Fifteen �g of total RNA each from the contrasting samples were used for reverse transcription and labeling with either Cy3 or Cy5 dyes (Amersham, Buckinghamshire, UK). The labeled samples were dissolved in hybridization buffer, added to the cDNA arrays (custom produced at GSF) containing over 21 000 sequences, and hybridized for 17 h at 42�C. The microarray results of 4 independent hybridizations were analyzed, and differentially regulated genes were identified. Finally, the results of 4 randomly selected genes were verified by real-time PCR analysis. The analysis revealed 55 transcripts that showed significant variation (P < 0.01) between the 2 ES cell lines. Of these, 8 transcripts were up-regulated and the rest down-regulated in the HM-1 ES cells. Most of these genes were over-represented in important biological processes such as growth and development (21%), cell organization and biogenesis (11%), regulatory roles (21%), and organogenesis (14%). Moreover, the verification analysis using real-time PCR has confirmed the results of microarray. Thus, based on the detailed analysis, and confirmation of the results with independent analysis, it is possible to conclude that the expression profile reflected the true molecular variations between the 2 ES cell lines, and the identified transcripts can serve as molecular markers that explain biological differences between the 2 ES cell lines. This work was supported by EU FP6 (MEXT-CT-2003-509582 and 518240), Wellcome Trust (Grant No.070246), and Hungarian National Science Fund (OTKA T046171).


2009 ◽  
Vol 78 (1) ◽  
pp. 18-23 ◽  
Author(s):  
Renee A. Reijo Pera ◽  
Christopher DeJonge ◽  
Nancy Bossert ◽  
Mylene Yao ◽  
Jean Yee Hwa Yang ◽  
...  

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