Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues
Genome-wide-association-studies in the fields of reproductive medicine and endocrinology are yielding robust genetic variants associated with disease. Integrated genomic, transcriptomic and epigenomic molecular profiling studies are a common methodology to understand the biological pathways perturbe...
| Main Authors: | , , , , , , , , , , , , , , |
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| Format: | Journal article |
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Taylor and Francis
2017
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| _version_ | 1826286774012346368 |
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| author | Rahmioglu, N Drong, A Lockstone, H Tapmeier, T Hellner, K Saare, M Laisk-Podar, T Dew, C Tough, E Nicholson, G Peters, M Morris, A Lindgren, C Becker, C Zondervan, K |
| author_facet | Rahmioglu, N Drong, A Lockstone, H Tapmeier, T Hellner, K Saare, M Laisk-Podar, T Dew, C Tough, E Nicholson, G Peters, M Morris, A Lindgren, C Becker, C Zondervan, K |
| author_sort | Rahmioglu, N |
| collection | OXFORD |
| description | Genome-wide-association-studies in the fields of reproductive medicine and endocrinology are yielding robust genetic variants associated with disease. Integrated genomic, transcriptomic and epigenomic molecular profiling studies are a common methodology to understand the biological pathways perturbed by these variants. However, molecular profiling resources do not include the tissue most relevant to many female reproductive traits, endometrium, whilst the parameters influencing variability of results from its molecular profiling is unclear. We investigated the sources of variability of DNA-methylation and RNA-expression profiles in n=135 endometrium, endometriotic disease tissue (endometriosis) and subcutaneous abdominal fat samples from 24 women, quantifying between-individual, within-tissue (cellular heterogeneity) and technical variation. DNA samples (n=96) were analysed using Illumina-450Kmethylation and RNA (n=39) using H12-expression arrays. Variance-component-analyses showed that for the top 10-50% variable DNA methylation/RNA expression sites, between-individual variation far exceeded within-tissue and technical variation. Menstrual-phase accounted for most variability in methylation/expression patterns in endometrium (Pm=7.8x10-3, Pe=8.4x10-5) but not in fat and endometriotic tissue; age was significantly associated with DNA-methylation profile of endometrium (Pm=9x10-5) and endometriotic-disease tissue (Pm=2.4x10-5); and smoking in adipose tissue (Pm=1.8x10-3). Hierarchical-cluster-analysis showed significantly different methylation signatures between endometrium and endometriotic tissue enriched for WNT signaling, angiogenesis, cadherin signalling, and gonadotropin-releasing-hormone-receptor pathways. Differential DNA methylation/expression analyses suggested detection of a limited number of sites with large fold changes (FC>4), but power calculations accounting for different sources of variability showed that for robust detection >500 tissue samples are required. These results enable appropriate study design for large-scale expression and methylation tissue-based profiling relevant to many reproductive and endocrine traits. |
| first_indexed | 2024-03-07T01:48:41Z |
| format | Journal article |
| id | oxford-uuid:99509fb1-667f-4f9a-8669-b5fb937d2fb9 |
| institution | University of Oxford |
| last_indexed | 2024-03-07T01:48:41Z |
| publishDate | 2017 |
| publisher | Taylor and Francis |
| record_format | dspace |
| spelling | oxford-uuid:99509fb1-667f-4f9a-8669-b5fb937d2fb92022-03-27T00:13:36ZVariability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissuesJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:99509fb1-667f-4f9a-8669-b5fb937d2fb9Symplectic Elements at OxfordTaylor and Francis2017Rahmioglu, NDrong, ALockstone, HTapmeier, THellner, KSaare, MLaisk-Podar, TDew, CTough, ENicholson, GPeters, MMorris, ALindgren, CBecker, CZondervan, KGenome-wide-association-studies in the fields of reproductive medicine and endocrinology are yielding robust genetic variants associated with disease. Integrated genomic, transcriptomic and epigenomic molecular profiling studies are a common methodology to understand the biological pathways perturbed by these variants. However, molecular profiling resources do not include the tissue most relevant to many female reproductive traits, endometrium, whilst the parameters influencing variability of results from its molecular profiling is unclear. We investigated the sources of variability of DNA-methylation and RNA-expression profiles in n=135 endometrium, endometriotic disease tissue (endometriosis) and subcutaneous abdominal fat samples from 24 women, quantifying between-individual, within-tissue (cellular heterogeneity) and technical variation. DNA samples (n=96) were analysed using Illumina-450Kmethylation and RNA (n=39) using H12-expression arrays. Variance-component-analyses showed that for the top 10-50% variable DNA methylation/RNA expression sites, between-individual variation far exceeded within-tissue and technical variation. Menstrual-phase accounted for most variability in methylation/expression patterns in endometrium (Pm=7.8x10-3, Pe=8.4x10-5) but not in fat and endometriotic tissue; age was significantly associated with DNA-methylation profile of endometrium (Pm=9x10-5) and endometriotic-disease tissue (Pm=2.4x10-5); and smoking in adipose tissue (Pm=1.8x10-3). Hierarchical-cluster-analysis showed significantly different methylation signatures between endometrium and endometriotic tissue enriched for WNT signaling, angiogenesis, cadherin signalling, and gonadotropin-releasing-hormone-receptor pathways. Differential DNA methylation/expression analyses suggested detection of a limited number of sites with large fold changes (FC>4), but power calculations accounting for different sources of variability showed that for robust detection >500 tissue samples are required. These results enable appropriate study design for large-scale expression and methylation tissue-based profiling relevant to many reproductive and endocrine traits. |
| spellingShingle | Rahmioglu, N Drong, A Lockstone, H Tapmeier, T Hellner, K Saare, M Laisk-Podar, T Dew, C Tough, E Nicholson, G Peters, M Morris, A Lindgren, C Becker, C Zondervan, K Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title | Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title_full | Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title_fullStr | Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title_full_unstemmed | Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title_short | Variability of genome-wide DNA methylation and mRNA expression profiles in reproductive and endocrine disease related tissues |
| title_sort | variability of genome wide dna methylation and mrna expression profiles in reproductive and endocrine disease related tissues |
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