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Gene Expression Profile of Peripheral Blood Monocytes: A Step towards the Molecular Diagnosis of Celiac Disease?
- Source :
- PLoS ONE, PLoS ONE, Vol 8, Iss 9, p e74747 (2013)
- Publication Year :
- 2013
- Publisher :
- Public Library of Science, 2013.
-
Abstract
- AIM: Celiac disease (CD) is a multifactorial autoimmune disease induced by ingestion of gluten in genetically predisposed individuals. Despite technological progress, the diagnosis of CD is still based on duodenal biopsy as it was 50 years ago. In this study we analysed the expression of CD-associated genes in small bowel biopsies of patients and controls in order to explore the multivariate pathway of the expression profile of CD patients. Then, using multivariant discriminant analysis, we evaluated whether the expression profiles of these genes in peripheral blood monocytes (PBMs) differed between patients and controls. PARTICIPANTS: Thirty-seven patients with active and 11 with treated CD, 40 healthy controls and 9 disease controls (Crohn's disease patients) were enrolled. RESULTS: Several genes were differentially expressed in CD patients versus controls, but the analysis of each single gene did not provided a comprehensive picture. A multivariate discriminant analysis showed that the expression of 5 genes in intestinal mucosa accounted for 93% of the difference between CD patients and controls. We then applied the same approach to PBMs, on a training set of 20 samples. The discriminant equation obtained was validated on a testing cohort of 10 additional cases and controls, and we obtained a correct classification of all CD cases and of 91% of the control samples. We applied this equation to treated CD patients and to disease controls and obtained a discrimination of 100%. CONCLUSIONS: The combined expression of 4 genes allows one to discriminate between CD patients and controls, and between CD patients on a gluten-free diet and disease controls. Our results contribute to the understanding of the complex interactions among CD-associated genes, and they may represent a starting point for the development of a molecular diagnosis of celiac disease.
- Subjects :
- Male
peripheral blood monocyte
lcsh:Medicine
IL 21 gene
Disease
preschool child
Intestinal mucosa
Intestinal Mucosa
lcsh:Science
Child
Regulation of gene expression
clinical article
Crohn's disease
intestine biopsy
Multidisciplinary
medicine.diagnostic_test
article
Child, Preschool
monocyte
intestine mucosa
Female
discriminant analysi
Case-Control Studie
Research Article
c REL gene
LPP gene
EMTREE drug terms: interleukin 21
Adolescent
Duodenum
cohort analysi
disease classification
Transcriptome Medline is the source for the MeSH terms of this document
TNFAIP3 gene MeSH: Adolescent
Biopsy
medicine
Humans
controlled study
human
RNA, Messenger
gene
molecular diagnosi
Autoimmune disease
business.industry
human cell
Gene Expression Profiling
lcsh:R
Case-control study
school child
medicine.disease
human tissue
Gene expression profiling
RGS1 gene
Celiac Disease
Gene Expression Regulation
Case-Control Studies
Immunology
gene expression
Leukocytes, Mononuclear
transcription factor Rel EMTREE medical terms: adolescent
gluten free diet
lcsh:Q
business
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 8
- Issue :
- 9
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....c3db8b9f9d551389bd4cb14b76275bb0