Prediction of subclinical endometritis in postpartum dairy cows from circulating cell-free miRNA profiles
Ontology highlight
ABSTRACT:
ORGANISM(S): Bos taurus
PROVIDER: GSE225913 | GEO | 2023/06/30
REPOSITORIES: GEO
Similar Datasets
Project description:Post-partum uterine inflammation (endometritis) is associated with lower fertility at both the time of infection and after the inflammation has resolved. It was hypothesized that aberrant DNA methylation may be involved in the sub-fertility associated with post-partum uterine inflammation. The objective of this study was to characterize genome-wide DNA methylation and gene expression in the endometrium of dairy cows with sub-clinical endometritis. Endometrial tissues were obtained at 29 days post-partum (n=12) and Agilent two-colour microarrays were used to characterize transcription and DNA methylation profiles. Analyses revealed 1,856 probes to be differentially expressed in animals with subclinical endometritis (SUI, n=6) compared with control cows (NUI, n=6, P<0.05, Storey Multiple testing correction). No significant associations among DNA methylation and gene expression were detected. Further analysis of gene expression data using GeneGo Metacore and Gene Set Enrichment Analysis identified several pathways and processes enriched in the comparison. Several pathways that are involved in the innate immune response were enriched in SUI cows. Consistent with the presence of microorganisms in the uterus, there was enrichment for the Toll-like receptor (TLR) signaling pathway, including increased expression of the transcription factor NFKB1, the pro-inflammatory cytokines IL1A and IL1B, downstream chemokines, cytokines, and acute phase and antimicrobial proteins in the endometrium of SUI cows. Furthermore, the chemokine signaling pathway was enriched in SUI cows, with increased expression of genes that attract cells of the innate immune system. Increased expression of IL-8 and CXCL6, chemotactic factors for recruitment of neutrophils along with the immune cell surface marker PTPRC in SUI cows is consistent with the greater number of polymorphonuclear cells present in the uterus of these cows. Several antimicrobial peptides (LAP, TAP, DEFB1, DEFB10, DEFB103B, DEFB7) and acute phase proteins, including SAA3, LBP, and the complement gene CFB, had greater expression in SUI cows. Gene expression profiles in cows with subclinical endometritis in this study indicate that the immune response is activated, potentially resulting in a local pro-inflammatory environment in the uterus. If this period of inflammation is prolonged, it could result in tissue damage or failure to complete involution of the uterus, which may create a sub-optimal environment for future pregnancy. Agilent two-colour microarrays were used to characterize DNA methylation profiles in cows with subclinical endometritis (SUI, n=6) compared to control cows (NUI, n=6). Endometrial tissues (caruncular, intercaruncular) were obtained at 29 days post-partum.
2015-05-07 | E-GEOD-60831 | biostudies-arrayexpress
Project description:Post-partum uterine inflammation (endometritis) is associated with lower fertility at both the time of infection and after the inflammation has resolved. It was hypothesized that aberrant DNA methylation may be involved in the sub-fertility associated with post-partum uterine inflammation. The objective of this study was to characterize genome-wide DNA methylation and gene expression in the endometrium of dairy cows with sub-clinical endometritis. Endometrial tissues were obtained at 29 days post-partum (n=12) and Agilent two-colour microarrays were used to characterize transcription and DNA methylation profiles. Analyses revealed 1,856 probes to be differentially expressed in animals with subclinical endometritis (SUI, n=6) compared with control cows (NUI, n=6, P<0.05, Storey Multiple testing correction). No significant associations among DNA methylation and gene expression were detected. Further analysis of gene expression data using GeneGo Metacore and Gene Set Enrichment Analysis identified several pathways and processes enriched in the comparison. Several pathways that are involved in the innate immune response were enriched in SUI cows. Consistent with the presence of microorganisms in the uterus, there was enrichment for the Toll-like receptor (TLR) signaling pathway, including increased expression of the transcription factor NFKB1, the pro-inflammatory cytokines IL1A and IL1B, downstream chemokines, cytokines, and acute phase and antimicrobial proteins in the endometrium of SUI cows. Furthermore, the chemokine signaling pathway was enriched in SUI cows, with increased expression of genes that attract cells of the innate immune system. Increased expression of IL-8 and CXCL6, chemotactic factors for recruitment of neutrophils along with the immune cell surface marker PTPRC in SUI cows is consistent with the greater number of polymorphonuclear cells present in the uterus of these cows. Several antimicrobial peptides (LAP, TAP, DEFB1, DEFB10, DEFB103B, DEFB7) and acute phase proteins, including SAA3, LBP, and the complement gene CFB, had greater expression in SUI cows. Gene expression profiles in cows with subclinical endometritis in this study indicate that the immune response is activated, potentially resulting in a local pro-inflammatory environment in the uterus. If this period of inflammation is prolonged, it could result in tissue damage or failure to complete involution of the uterus, which may create a sub-optimal environment for future pregnancy.
2015-05-07 | GSE60831 | GEO
Project description:The regulation of endometrial inflammation has important consequences for the resumption of bovine fertility post-partum. All cows experience bacterial influx into the uterus after calving; however a significant proportion fail to clear infection leading to the development of cytological endometritis (CE) and compromised fertility. We hypothesised that early immunological changes could not only act as potential prognostic biomarkers for the subsequent development of disease but also shed light on the pathogenesis of endometritis in the post-partum dairy cow. Here, next-generation sequencing from endometrial biopsies taken at 7 days post-partum (DPP) identified significant expression of inflammatory genes in all cows. Despite the common inflammatory profile and enrichment of the Toll-like receptor, NFκB and TNF signalling pathways, 73 genes and 31 miRNAs differentiated between healthy cows (HC, n=9) and cows which subsequently developed CE at 7 DPP (n=6, FDR<0.1). In healthy cows, 4197 differentially expressed genes between 7 and 21 DPP whereas only 31 genes were differentially expressed in samples from cows with CE. At 21 DPP, a further 1167 genes were differentially expressed between HC cows and cows diagnosed with CE (FDR<0.1). These changes in host gene expression reflected culture-independent microbiological analysis which showed significant differences in uterine bacterial profiles between groups. Inflammatory activity was not confined to the uterus; decreased circulating granulocytes and increased Acute Phase Protein (SAA and HP) plasma expression levels were detected at 7 DPP in cows that developed CE. In conclusion, our data suggests that the major inflammatory cascade activated early post-partum is resolved thereby restoring homeostasis in healthy cows by 21 DPP, but this transition fails to occur in cows which develop CE. Despite a common inflammatory profile, differential expression of specific immune genes may identify cows at risk of prolonged inflammation and the development of CE post-partum.
2015-08-01 | GSE66826 | GEO
Project description:The regulation of endometrial inflammation has important consequences for the resumption of bovine fertility post-partum. All cows experience bacterial influx into the uterus after calving; however a significant proportion fail to clear infection leading to the development of cytological endometritis (CE) and compromised fertility. We hypothesised that early immunological changes could not only act as potential prognostic biomarkers for the subsequent development of disease but also shed light on the pathogenesis of endometritis in the post-partum dairy cow. Here, next-generation sequencing from endometrial biopsies taken at 7 days post-partum (DPP) identified significant expression of inflammatory genes in all cows. Despite the common inflammatory profile and enrichment of the Toll-like receptor, NFκB and TNF signalling pathways, 73 genes and 31 miRNAs differentiated between healthy cows (HC, n=9) and cows which subsequently developed CE at 7 DPP (n=6, FDR<0.1). In healthy cows, 4197 differentially expressed genes between 7 and 21 DPP whereas only 31 genes were differentially expressed in samples from cows with CE. At 21 DPP, a further 1167 genes were differentially expressed between HC cows and cows diagnosed with CE (FDR<0.1). These changes in host gene expression reflected culture-independent microbiological analysis which showed significant differences in uterine bacterial profiles between groups. Inflammatory activity was not confined to the uterus; decreased circulating granulocytes and increased Acute Phase Protein (SAA and HP) plasma expression levels were detected at 7 DPP in cows that developed CE. In conclusion, our data suggests that the major inflammatory cascade activated early post-partum is resolved thereby restoring homeostasis in healthy cows by 21 DPP, but this transition fails to occur in cows which develop CE. Despite a common inflammatory profile, differential expression of specific immune genes may identify cows at risk of prolonged inflammation and the development of CE post-partum.
2015-08-01 | GSE66825 | GEO
Project description:The regulation of endometrial inflammation has important consequences for the resumption of bovine fertility post-partum. All cows experience bacterial influx into the uterus after calving; however a significant proportion fail to clear infection leading to the development of cytological endometritis (CE) and compromised fertility. We hypothesised that early immunological changes could not only act as potential prognostic biomarkers for the subsequent development of disease but also shed light on the pathogenesis of endometritis in the post-partum dairy cow. Here, next-generation sequencing from endometrial biopsies taken at 7 days post-partum (DPP) identified significant expression of inflammatory genes in all cows. Despite the common inflammatory profile and enrichment of the Toll-like receptor, NF?B and TNF signalling pathways, 73 genes and 31 miRNAs differentiated between healthy cows (HC, n=9) and cows which subsequently developed CE at 7 DPP (n=6, FDR<0.1). In healthy cows, 4197 differentially expressed genes between 7 and 21 DPP whereas only 31 genes were differentially expressed in samples from cows with CE. At 21 DPP, a further 1167 genes were differentially expressed between HC cows and cows diagnosed with CE (FDR<0.1). These changes in host gene expression reflected culture-independent microbiological analysis which showed significant differences in uterine bacterial profiles between groups. Inflammatory activity was not confined to the uterus; decreased circulating granulocytes and increased Acute Phase Protein (SAA and HP) plasma expression levels were detected at 7 DPP in cows that developed CE. In conclusion, our data suggests that the major inflammatory cascade activated early post-partum is resolved thereby restoring homeostasis in healthy cows by 21 DPP, but this transition fails to occur in cows which develop CE. Despite a common inflammatory profile, differential expression of specific immune genes may identify cows at risk of prolonged inflammation and the development of CE post-partum. Sixteen Holstein Friesian cows, of mixed parity, within the same university dairy herd were sampled 7 and 21 days postpartum (DPP) in the morning after milking, over an eight week period.
2015-08-01 | E-GEOD-66825 | biostudies-arrayexpress
Project description:The regulation of endometrial inflammation has important consequences for the resumption of bovine fertility post-partum. All cows experience bacterial influx into the uterus after calving; however a significant proportion fail to clear infection leading to the development of cytological endometritis (CE) and compromised fertility. We hypothesised that early immunological changes could not only act as potential prognostic biomarkers for the subsequent development of disease but also shed light on the pathogenesis of endometritis in the post-partum dairy cow. Here, next-generation sequencing from endometrial biopsies taken at 7 days post-partum (DPP) identified significant expression of inflammatory genes in all cows. Despite the common inflammatory profile and enrichment of the Toll-like receptor, NFκB and TNF signalling pathways, 73 genes and 31 miRNAs differentiated between healthy cows (HC, n=9) and cows which subsequently developed CE at 7 DPP (n=6, FDR<0.1). In healthy cows, 4197 differentially expressed genes between 7 and 21 DPP whereas only 31 genes were differentially expressed in samples from cows with CE. At 21 DPP, a further 1167 genes were differentially expressed between HC cows and cows diagnosed with CE (FDR<0.1). These changes in host gene expression reflected culture-independent microbiological analysis which showed significant differences in uterine bacterial profiles between groups. Inflammatory activity was not confined to the uterus; decreased circulating granulocytes and increased Acute Phase Protein (SAA and HP) plasma expression levels were detected at 7 DPP in cows that developed CE. In conclusion, our data suggests that the major inflammatory cascade activated early post-partum is resolved thereby restoring homeostasis in healthy cows by 21 DPP, but this transition fails to occur in cows which develop CE. Despite a common inflammatory profile, differential expression of specific immune genes may identify cows at risk of prolonged inflammation and the development of CE post-partum. Sixteen Holstein Friesian cows, of mixed parity, within the same university dairy herd were sampled 7 and 21 days postpartum (DPP) in the morning after milking, over an eight week period.
2015-08-01 | E-GEOD-66826 | biostudies-arrayexpress
Project description:Cattle with subclinical endometritis (SCE) are sub-fertile, but there is no predictive or diagnosis tool for subclinical uterine disease. The hypothesis for this study was that endometrial inflammation is reflected in peripheral blood leucocytes gene expression. Transcriptome patterns in healthy cows and in cows with SCE at 45-55 days postpartum were evaluated using circulating white blood cells and endometrial biopsies samples collected from the same animals. Bioinformatics analyses of microarray-based transcriptional data identified gene profiles associated with distinct biological functions in circulating white blood cells and endometrium. In circulating white blood cells SCE promote a pro-inflammatory environment related to the activation of inflammation, whereas in the endometrium functions also related to tissue remodeling. Nineteen differentially expressed genes were altered both in circulating white blood cells and in the endometrium of SCE cows compared with healthy cows. Among these genes, transcript abundance of immune factors C3, C2, LTF, PF4 and TRAPPC13 were up-regulated in SCE cows at 45-55 days postpartum. Moreover, the mRNA expression of C3, CXCL8, LTF, TLR2 and TRAPPC13 was temporally regulated during the postpartum period in circulating white blood cells from healthy cows compared with SCE cows. This observation might indicate an advantageous activation of the immune system in healthy animals. The transcript abundance of these genes might also be used as an indicator for subsequent postpartum uterine health.
2019-08-20 | GSE115667 | GEO
Project description:Clinical or subclinical endometritis could affect the cow fertility by disturbing the molecular milieu of the uterine environment. We used a global gene expression approach to understand the effect of clinical and subclinical endometritis on endometrial transcriptome profiles of cows
2016-11-13 | GSE74987 | GEO
Project description:Post-partum uterine inflammation (endometritis) is associated with lower fertility at both the time of infection and after the inflammation has resolved. It was hypothesized that aberrant DNA methylation may be involved in the sub-fertility associated with post-partum uterine inflammation. The objective of this study was to characterize genome-wide DNA methylation and gene expression in the endometrium of dairy cows with sub-clinical endometritis. Endometrial tissues were obtained at 29 days post-partum (n=12) and Agilent two-colour microarrays were used to characterize transcription and DNA methylation profiles. Analyses revealed 1,856 probes to be differentially expressed in animals with subclinical endometritis (SUI, n=6) compared with control cows (NUI, n=6, P<0.05, Storey Multiple testing correction). No significant associations among DNA methylation and gene expression were detected. Further analysis of gene expression data using GeneGo Metacore and Gene Set Enrichment Analysis identified several pathways and processes enriched in the comparison. Several pathways that are involved in the innate immune response were enriched in SUI cows. Consistent with the presence of microorganisms in the uterus, there was enrichment for the Toll-like receptor (TLR) signaling pathway, including increased expression of the transcription factor NFKB1, the pro-inflammatory cytokines IL1A and IL1B, downstream chemokines, cytokines, and acute phase and antimicrobial proteins in the endometrium of SUI cows. Furthermore, the chemokine signaling pathway was enriched in SUI cows, with increased expression of genes that attract cells of the innate immune system. Increased expression of IL-8 and CXCL6, chemotactic factors for recruitment of neutrophils along with the immune cell surface marker PTPRC in SUI cows is consistent with the greater number of polymorphonuclear cells present in the uterus of these cows. Several antimicrobial peptides (LAP, TAP, DEFB1, DEFB10, DEFB103B, DEFB7) and acute phase proteins, including SAA3, LBP, and the complement gene CFB, had greater expression in SUI cows. Gene expression profiles in cows with subclinical endometritis in this study indicate that the immune response is activated, potentially resulting in a local pro-inflammatory environment in the uterus. If this period of inflammation is prolonged, it could result in tissue damage or failure to complete involution of the uterus, which may create a sub-optimal environment for future pregnancy.
2015-05-07 | GSE58794 | GEO
Project description:Post-partum uterine inflammation (endometritis) is associated with lower fertility at both the time of infection and after the inflammation has resolved. It was hypothesized that aberrant DNA methylation may be involved in the sub-fertility associated with post-partum uterine inflammation. The objective of this study was to characterize genome-wide DNA methylation and gene expression in the endometrium of dairy cows with sub-clinical endometritis. Endometrial tissues were obtained at 29 days post-partum (n=12) and Agilent two-colour microarrays were used to characterize transcription and DNA methylation profiles. Analyses revealed 1,856 probes to be differentially expressed in animals with subclinical endometritis (SUI, n=6) compared with control cows (NUI, n=6, P<0.05, Storey Multiple testing correction). No significant associations among DNA methylation and gene expression were detected. Further analysis of gene expression data using GeneGo Metacore and Gene Set Enrichment Analysis identified several pathways and processes enriched in the comparison. Several pathways that are involved in the innate immune response were enriched in SUI cows. Consistent with the presence of microorganisms in the uterus, there was enrichment for the Toll-like receptor (TLR) signaling pathway, including increased expression of the transcription factor NFKB1, the pro-inflammatory cytokines IL1A and IL1B, downstream chemokines, cytokines, and acute phase and antimicrobial proteins in the endometrium of SUI cows. Furthermore, the chemokine signaling pathway was enriched in SUI cows, with increased expression of genes that attract cells of the innate immune system. Increased expression of IL-8 and CXCL6, chemotactic factors for recruitment of neutrophils along with the immune cell surface marker PTPRC in SUI cows is consistent with the greater number of polymorphonuclear cells present in the uterus of these cows. Several antimicrobial peptides (LAP, TAP, DEFB1, DEFB10, DEFB103B, DEFB7) and acute phase proteins, including SAA3, LBP, and the complement gene CFB, had greater expression in SUI cows. Gene expression profiles in cows with subclinical endometritis in this study indicate that the immune response is activated, potentially resulting in a local pro-inflammatory environment in the uterus. If this period of inflammation is prolonged, it could result in tissue damage or failure to complete involution of the uterus, which may create a sub-optimal environment for future pregnancy. 12 animals were enrolled in this study, 2 samples from each animal were used for microarray analysis consisting of caruncular and intercaruncular endometrium. A reference design was used for hybridisation, whereby each of the 24 samples were hybridised to individual microarrays along with a pooled reference sample. The reference sample was generated by taking equal concentrations of each of the experimental samples.
2015-05-07 | E-GEOD-58794 | biostudies-arrayexpress