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Series GSE104488 Query DataSets for GSE104488
Status Public on Jul 15, 2019
Title Dynamic Gene Network Analysis of Caco-2 Cell Response to Shiga Toxin-Producing Escherichia coli-Associated Hemolytic–Uremic Syndrome
Organism Homo sapiens
Experiment type Expression profiling by array
Summary A dynamic network approach was conducted to investigate the differential Caco-2 response to two STEC isolates - EH41, isolated from a HUS patient in Australia, and Ec472/01, isolated from bovine feces in Brazil - along in vitro enterocyte-bacteria interaction. The genomic analysis was based on temporal gene co-expression analysis (GCN) data in order to gain a better understanding on the molecular mechanisms underlying the capacity to cause HUS. The GCN topological analyses for Caco-2/EH41 group revealed loss of the scale-free status after one hour of interaction, persistence of this condition along the second hour and establishment of a new gene hierarchy thereafter. These events resemble the gene network mechanism of health-disease transition. The new established network represents an adaptive cell response to the pathogen and not the return to a “normal” state. Conversely, the networks for Caco-2/Ec472 group showed a slow and progressive loss of the scale-free status without its restoration at the end of the time interval here studied. These results contribute for a better understanding of the molecular mechanism involved in STEC pathogenicity associated to HUS.
 
Overall design The transcriptomic profiles of Caco-2 cells during interaction with STEC strain Ec472/01 were obtained. The time-series adopted equal intervals of 7.5 minutes along 3 hours. We performed a sliding-window analysis to investigate temporal gene co-expression network (GCN) variation along 3 hours of enterocyte-bactria interaction.
 
Contributor(s) Iamashita P, Bando SY, Silva FN, da F Costa L, Abe CM, Bertonha FB, Guth BE, Fujita A, Moreira-Filho CA
Citation(s) 31288487
Submission date Oct 02, 2017
Last update date Jul 25, 2021
Contact name Carlos Alberto Moreira-Filho
E-mail(s) carlos.moreira@hc.fm.usp.br
Phone 55-11-3061-8449
Organization name Faculdade de Medicina da Universidade de Sao Paulo
Department Departments of Pediatrics
Lab LIM36
Street address Av. Dr. Eneas Carvalho de Aguiar 647
City Sao Paulo
State/province SP
ZIP/Postal code 05403-900
Country Brazil
 
Platforms (1)
GPL13497 Agilent-026652 Whole Human Genome Microarray 4x44K v2 (Probe Name version)
Samples (25)
GSM2801387 Caco-2 after STEC Ec472 interaction, time 0
GSM2801388 Caco-2 after STEC Ec472 interaction, time 1
GSM2801389 Caco-2 after STEC Ec472 interaction, time 2
This SubSeries is part of SuperSeries:
GSE104492 Dynamic gene network analysis of Caco-2 cell response to Shiga toxin-producing Escherichia coli-associated hemolytic-uremic syndrome
Relations
BioProject PRJNA412854

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE104488_RAW.tar 228.1 Mb (http)(custom) TAR (of TXT)
Processed data included within Sample table

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