DNA methylation changes in endometrium and correlation with gene expression during the transition from pre-receptive to receptive phase

The inner uterine lining (endometrium) is a unique tissue going through remarkable changes each menstrual cycle. Endometrium has its characteristic DNA methylation profile, although not much is known about the endometrial methylome changes throughout the menstrual cycle. The impact of methylome changes on gene expression and thereby on the function of the tissue, including establishing receptivity to implanting embryo, is also unclear. Therefore, this study used genome-wide technologies to characterize the methylome and the correlation between DNA methylation and gene expression in endometrial biopsies collected from 17 healthy fertile-aged women from pre-receptive and receptive phase within one menstrual cycle. Our study showed that the overall methylome remains relatively stable during this stage of the menstrual cycle, with small-scale changes affecting 5% of the studied CpG sites (22,272 out of studied 437,022 CpGs, FDR < 0.05). Of differentially methylated CpG sites with the largest absolute changes in methylation level, approximately 30% correlated with gene expression measured by RNA sequencing, with negative correlations being more common in 5′ UTR and positive correlations in the gene ‘Body’ region. According to our results, extracellular matrix organization and immune response are the pathways most affected by methylation changes during the transition from pre-receptive to receptive phase.

[1]  P. Leung,et al.  Differential effects of interleukin-1beta and transforming growth factor-beta1 on the expression of the inflammation-associated protein, ADAMTS-1, in human decidual stromal cells in vitro. , 2006, Human reproduction.

[2]  R. Kolde,et al.  GOsummaries: an R Package for Visual Functional Annotation of Experimental Data , 2015, F1000Research.

[3]  Anushya Muruganujan,et al.  PANTHER version 10: expanded protein families and functions, and analysis tools , 2015, Nucleic Acids Res..

[4]  R. Weksberg,et al.  Discovery of cross-reactive probes and polymorphic CpGs in the Illumina Infinium HumanMethylation450 microarray , 2013, Epigenetics.

[5]  J. Brosens,et al.  Disordered IL-33/ST2 Activation in Decidualizing Stromal Cells Prolongs Uterine Receptivity in Women with Recurrent Pregnancy Loss , 2012, PloS one.

[6]  Paul Theodor Pyl,et al.  HTSeq—a Python framework to work with high-throughput sequencing data , 2014, bioRxiv.

[7]  C. Simón,et al.  Human Endometrial Transcriptomics: Implications for Embryonic Implantation. , 2015, Cold Spring Harbor perspectives in medicine.

[8]  J. Foidart,et al.  Human Endometrial Leukemia Inhibitory Factor and Interleukin-6: Control of Secretion by Transforming Growth Factor-β-Related Members , 2005, Neuroimmunomodulation.

[9]  L. Zhang,et al.  Endometrial stromal beta-catenin is required for steroid-dependent mesenchymal-epithelial cross talk and decidualization , 2012, Reproductive Biology and Endocrinology.

[10]  Sven Laur,et al.  seqlm: an MDL based method for identifying differentially methylated regions in high density methylation array data , 2016, Bioinform..

[11]  Cole Trapnell,et al.  TopHat2: accurate alignment of transcriptomes in the presence of insertions, deletions and gene fusions , 2013, Genome Biology.

[12]  R. S. Conlan,et al.  Loss of WT1 expression in the endometrium of infertile PCOS patients: a hyperandrogenic effect? , 2012, The Journal of clinical endocrinology and metabolism.

[13]  Ying-Chao Lin,et al.  Methods for identifying differentially methylated regions for sequence- and array-based data. , 2016, Briefings in functional genomics.

[14]  R. Reich,et al.  MicroRNAs are associated with human embryo implantation defects. , 2011, Human reproduction.

[15]  H. Cao,et al.  Differential expression and regulation of Tdo2 during mouse decidualization. , 2013, The Journal of endocrinology.

[16]  Thomas Lengauer,et al.  Comprehensive Analysis of DNA Methylation Data with RnBeads , 2014, Nature Methods.

[17]  M. Mitchell,et al.  Epigenetic regulation of endometrium during the menstrual cycle. , 2010, Molecular human reproduction.

[18]  E. Cicinelli,et al.  Altered Transcriptional Regulation of Cytokines, Growth Factors, and Apoptotic Proteins in the Endometrium of Infertile Women with Chronic Endometritis , 2013, American journal of reproductive immunology.

[19]  Raivo Kolde,et al.  DNA methylome profiling of human tissues identifies global and tissue-specific methylation patterns , 2014, Genome Biology.

[20]  L. Giudice,et al.  Aberrant Endometrial DNA Methylome and Associated Gene Expression in Women with Endometriosis , 2016, Biology of reproduction.

[21]  D. Blesa,et al.  Transcriptomics of the human endometrium. , 2014, The International journal of developmental biology.

[22]  Davis J. McCarthy,et al.  Count-based differential expression analysis of RNA sequencing data using R and Bioconductor , 2013, Nature Protocols.

[23]  Xiao Zhang,et al.  Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis , 2010, BMC Bioinformatics.

[24]  T. Sakurai,et al.  Involvement of VCAM1 in the bovine conceptus adhesion to the uterine endometrium. , 2014, Reproduction.

[25]  G. Forte,et al.  Endometrial expression of selected genes in patients achieving pregnancy spontaneously or after ICSI and patients failing at least two ICSI cycles. , 2012, Reproductive biomedicine online.

[26]  I. Kola,et al.  Transcription factors Ets1, Ets2, and Elf1 exhibit differential localization in human endometrium across the menstrual cycle and alternate isoforms in cultured endometrial cells. , 1999, Biology of reproduction.

[27]  Björn Usadel,et al.  Trimmomatic: a flexible trimmer for Illumina sequence data , 2014, Bioinform..

[28]  Nigel P. Dyer,et al.  Loss of Endometrial Plasticity in Recurrent Pregnancy Loss , 2016, Stem cells.

[29]  angesichts der Corona-Pandemie,et al.  UPDATE , 1973, The Lancet.

[30]  A. Stavreus-Evers,et al.  MicroRNAs miR-30b, miR-30d, and miR-494 Regulate Human Endometrial Receptivity , 2013, Reproductive Sciences.

[31]  Mathieu Blanchette,et al.  The relationship between DNA methylation, genetic and expression inter-individual variation in untransformed human fibroblasts , 2014, Genome Biology.

[32]  Andres Metspalu,et al.  Age-related profiling of DNA methylation in CD8+ T cells reveals changes in immune response and transcriptional regulator genes , 2015, Scientific Reports.

[33]  D. Zack,et al.  Characterization of tissue-specific differential DNA methylation suggests distinct modes of positive and negative gene expression regulation , 2015, BMC Genomics.

[34]  R. Maronna,et al.  Changes in global gene expression during in vitro decidualization of rat endometrial stromal cells , 2010, Journal of cellular physiology.

[35]  Ji Hyang Kim,et al.  Integrative Analyses of Uterine Transcriptome and MicroRNAome Reveal Compromised LIF-STAT3 Signaling and Progesterone Response in the Endometrium of Patients with Recurrent/Repeated Implantation Failure (RIF) , 2016, PloS one.

[36]  L. Giudice,et al.  Human endometrial DNA methylome is cycle-dependent and is associated with gene expression regulation. , 2014, Molecular endocrinology.

[37]  C. Simón,et al.  A genomic diagnostic tool for human endometrial receptivity based on the transcriptomic signature. , 2011, Fertility and sterility.

[38]  Shuanggang Hu,et al.  Transcriptomic changes during the pre-receptive to receptive transition in human endometrium detected by RNA-Seq. , 2014, The Journal of clinical endocrinology and metabolism.

[39]  Hedi Peterson,et al.  g:Profiler—a web server for functional interpretation of gene lists (2016 update) , 2016, Nucleic Acids Res..

[40]  P. Jones,et al.  The DNA methylation paradox. , 1999, Trends in genetics : TIG.

[41]  S. Das,et al.  Epigenetic changes through DNA methylation contribute to uterine stromal cell decidualization. , 2012, Endocrinology.

[42]  Robin M. Murray,et al.  Epigenome-Wide Scans Identify Differentially Methylated Regions for Age and Age-Related Phenotypes in a Healthy Ageing Population , 2012, PLoS genetics.

[43]  D. Blesa,et al.  The genomics of the human endometrium. , 2012, Biochimica et biophysica acta.

[44]  C. Lindgren,et al.  The influence of menstrual cycle and endometriosis on endometrial methylome , 2016, Clinical Epigenetics.

[45]  Pan Du,et al.  lumi: a pipeline for processing Illumina microarray , 2008, Bioinform..

[46]  R. Mamillapalli,et al.  Aberrant HOXA10 Methylation in Patients With Common Gynecologic Disorders , 2016, Reproductive Sciences.