Microarray profiling of secretory-phase endometrium from patients with recurrent miscarriage

The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from patients with recurrent miscarriage (RM) and fertile subjects. Endometrial samples from RM and fertile patients were analyzed using the Affymetrix...

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Published inReproductive biology Vol. 12; no. 2; pp. 183 - 199
Main Authors Othman, Rosfayati, Omar, Mohd Hashim, Shan, Lim Pei, Shafiee, Mohd Nasir, Jamal, Rahman, Mokhtar, Norfilza Mohd
Format Journal Article
LanguageEnglish
Published Poland Elsevier Urban & Partner Sp. z o.o 01.07.2012
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Online AccessGet full text
ISSN1642-431X
2300-732X
DOI10.1016/S1642-431X(12)60085-0

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Abstract The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from patients with recurrent miscarriage (RM) and fertile subjects. Endometrial samples from RM and fertile patients were analyzed using the Affymetrix GeneChip® ST Array. The bioinformatic analysis using the Partek Genomic Suite revealed 346 genes that were differentially expressed (175 up-regulated and 171 down-regulated) in the endometrium of RM patients compared to the fertile subjects (fold change ≥1.5, p<0.005). Validation step using quantitative real-time polymerase chain reaction (qPCR) confirmed a similar expression pattern of four exemplary genes: one up-regulated gene (fibroblast growth factor 9, FGF9) and three down-regulated genes: integrin β3 (ITGB3), colony stimulating factor 1 (CSF1) and matrix-metalloproteinases 19 (MMP19). The Gene Set Enrichment Analysis (GSEA) and the Pathway Studio Software have found 101 signaling pathways (p<0.05) associated with the affected genes including the FGFR3/signal transducer and activator of transcription (STAT) pathway and the CSF1R/STAT pathway. Cell adhesion, cell differentiation and angiogenesis were among biological processes indicated by this system. In conclusion, microarray technique is a useful tool to study gene expression in the secretory phase-endometrium of RM patients. The differences in endometrial gene expressions between healthy and RM subjects contribute to an increase in our knowledge on molecular mechanisms of RM development and may improve the outcome of pregnancies in high-risk women with RM.
AbstractList The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from patients with recurrent miscarriage (RM) and fertile subjects. Endometrial samples from RM and fertile patients were analyzed using the Affymetrix GeneChip® ST Array. The bioinformatic analysis using the Partek Genomic Suite revealed 346 genes that were differentially expressed (175 up-regulated and 171 down-regulated) in the endometrium of RM patients compared to the fertile subjects (fold change ≥1.5, p<0.005). Validation step using quantitative real-time polymerase chain reaction (qPCR) confirmed a similar expression pattern of four exemplary genes: one up-regulated gene (fibroblast growth factor 9, FGF9) and three down-regulated genes: integrin β3 (ITGB3), colony stimulating factor 1 (CSF1) and matrix-metalloproteinases 19 (MMP19). The Gene Set Enrichment Analysis (GSEA) and the Pathway Studio Software have found 101 signaling pathways (p<0.05) associated with the affected genes including the FGFR3/signal transducer and activator of transcription (STAT) pathway and the CSF1R/STAT pathway. Cell adhesion, cell differentiation and angiogenesis were among biological processes indicated by this system. In conclusion, microarray technique is a useful tool to study gene expression in the secretory phase-endometrium of RM patients. The differences in endometrial gene expressions between healthy and RM subjects contribute to an increase in our knowledge on molecular mechanisms of RM development and may improve the outcome of pregnancies in high-risk women with RM.
The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from patients with recurrent miscarriage (RM) and fertile subjects. Endometrial samples from RM and fertile patients were analyzed using the Affymetrix GeneChip® ST Array. The bioinformatic analysis using the Partek Genomic Suite revealed 346 genes (175 up-regulated and 171 down-regulated) that were differentially expressed in the endometrium of RM patients compared to the fertile subjects (fold change ≥1.5, p<0.005). Validation step using quantitative real-time polymerase chain reaction (qPCR) confirmed a similar expression pattern of four exemplary genes: one up-regulated gene (fibroblast growth factor 9, FGF9) and three down-regulated genes: integrin β3 (ITGB3), colony stimulating factor 1 (CSF1) and matrix-metalloproteinases 19 (MMP19). The Gene Set Enrichment Analysis (GSEA) and the Pathway Studio software have found 101 signaling pathways (p<0.05) associated with the affected genes including the FGFR3 /signal transducer and activator of transcription (STAT) pathway and the CSF1R/STAT pathway. Cell adhesion, cell differentiation and angiogenesis were among biological processes indicated by this system. In conclusion, microarray technique is a useful tool to study gene expression in the secretory phase-endometrium of RM patients. The differences in endometrial gene expressions between healthy and RM subjects contribute to an increase in our knowledge on molecular mechanisms of RM development and may improve the outcome of pregnancies in high-risk women with RM.
SUMMARY The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from patients with recurrent miscarriage (RM) and fertile subjects. Endometrial samples from RM and fertile patients were analyzed using the Affymetrix GeneChip® ST Array. The bioinformatic analysis using the Partek Genomic Suite revealed 346 genes that were differentially expressed (175 up-regulated and 171 down-regulated) in the endometrium of RM patients compared to the fertile subjects (fold change ≥1.5, p<0.005). Validation step using quantitative real-time polymerase chain reaction (qPCR) confirmed a similar expression pattern of four exemplary genes: one up-regulated gene (fibroblast growth factor 9, FGF9) and three down-regulated genes: integrin β3 (ITGB3), colony stimulating factor 1 (CSF1) and matrix-metalloproteinases 19 (MMP19). The Gene Set Enrichment Analysis (GSEA) and the Pathway Studio Software have found 101 signaling pathways (p<0.05) associated with the affected genes including the FGFR3/signal transducer and activator of transcription (STAT) pathway and the CSF1R/STAT pathway. Cell adhesion, cell differentiation and angiogenesis were among biological processes indicated by this system. In conclusion, microarray technique is a useful tool to study gene expression in the secretory phase-endometrium of RM patients. The differences in endometrial gene expressions between healthy and RM subjects contribute to an increase in our knowledge on molecular mechanisms of RM development and may improve the outcome of pregnancies in high-risk women with RM.
Author Mokhtar, Norfilza Mohd
Jamal, Rahman
Omar, Mohd Hashim
Shan, Lim Pei
Othman, Rosfayati
Shafiee, Mohd Nasir
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Keywords recurrent miscarriage
genomics
microarray
gene expression
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Snippet The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium from...
SUMMARY The aim of the present study was to identify differentially expressed genes and their related biological pathways in the secretory phase endometrium...
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StartPage 183
SubjectTerms Abortion, Habitual - metabolism
Computational Biology
Endometrium - metabolism
Female
gene expression
Gene Expression Regulation - genetics
Gene Expression Regulation - physiology
genomics
Humans
Integrin beta3 - metabolism
Luteal Phase - genetics
Luteal Phase - metabolism
Macrophage Colony-Stimulating Factor - metabolism
Malaysia
Matrix Metalloproteinases, Secreted - metabolism
microarray
Obstetrics and Gynecology
Pregnancy
Principal Component Analysis
Protein Array Analysis
Real-Time Polymerase Chain Reaction
recurrent miscarriage
Signal Transduction - genetics
Title Microarray profiling of secretory-phase endometrium from patients with recurrent miscarriage
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https://dx.doi.org/10.1016/S1642-431X(12)60085-0
https://www.ncbi.nlm.nih.gov/pubmed/22850470
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