Abstract
Background
Recurrent pregnancy loss (RPL) refers to two or more consecutive spontaneous abortion before 24 weeks of gestation, representing 1% of couples of childbearing age. Epigenetic factors including dysregulation of DNA methylation of some genes may play a role in RPL.
Objective
To identify RPL related genes modulated by DNA methylation expressed in decidua and blood.
Methods
Three decidua samples each from RPL patients and normal controls were recruited to perform genome-wide bisulfite sequencing (GWBS) and transcriptome sequencing. Based on the above results, 22.52 kb of differential methylation regions (DMRs) from 17 genes were verified by bisulfite sequencing PCR at specific region (Hi-MethylSeq) in another 15 decidua (7RPL vs. 8 Controls) and 13 blood (5RPL vs. 8 Controls) samples.
Results
23 genes showed significantly differential cytosine methylation status and distinct expression level between PRL patients and healthy controls synergistically. Three signaling pathways were found to be shared between genes with both hypomethylated differential methylation regions (DMR) and upregulated differential gene expression (DGE). The results from Hi-MethylSeq showed that the hypermethylation of SGK1 in both blood and decidua samples in RPL patients, which was consistent to its lower expression in endometrium reported earlier. SGK3 and CREB5 also showed modulated methylation level in RPL decidua.
Conclusion
Our finding supported that aberrant methylation of SGK1 and CREB5 could be a cause of the dysregulation of these gens in the endometrium, which is one of cause of reproductive failure. The function of SGK3 in reproduction system deserves further investigation.
Similar content being viewed by others
References
Akalin AKM, Li S, Garrett-Bakelman FE, Figueroa ME, Melnick A, Mason CE, methylKit. (2012) A comprehensive R package for the analysis of genome-wide DNA methylation profiles. Genome Biol 13:R87
Andrews FKSR (2011) Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics 27:2
Arias-Sosa LA, Acosta ID, Lucena-Quevedo E, Moreno-Ortiz H, Esteban-Perez C, Forero-Castro M (2018) Genetic and epigenetic variations associated with idiopathic recurrent pregnancy loss. J Assist Reprod Genet 35:355–366
Ashburner M, Ball CA, Blake JA, Botstein D, Butler H, Cherry JM et al (2000) Gene ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat Genet 25:25–9
Brunet A, Park J, Tran H, Hu LS, Hemmings BA, Greenberg ME (2001) Protein kinase SGK mediates survival signals by phosphorylating the forkhead transcription factor FKHRL1 (FOXO3a). Mol Cell Biol 21:952–965
Carrell DT (2013) Aberrant methylation of the H19 imprinting control region may increase the risk of spontaneous abortion. Epigenomics 5:2
Feroze-Zaidi F, Fusi L, Takano M, Higham J, Salker MS, Goto T, Edassery S, Klingel K, Boini KM, Palmada M et al (2007) Role and regulation of the serum- and glucocorticoid-regulated kinase 1 in fertile and infertile human endometrium. Endocrinology 148:5020–5029
Heyn H, Li N, Ferreira HJ, Moran S, Pisano DG, Gomez A, Diez J, Sanchez-Mut JV, Setien F, Carmona FJ et al (2012) Distinct DNA methylomes of newborns and centenarians. Proc Natl Acad Sci USA 109:10522–10527
Kong S, Zhou C, Bao H, Ni Z, Liu M, He B, Huang L, Sun Y, Wang H, Lu J (2019) Epigenetic control of embryo-uterine crosstalk at peri-implantation. Cell Mol Life Sci 76:4813–4828
Lucas ES, Dyer NP, Murakami K, Lee YH, Chan YW, Grimaldi G, Muter J, Brighton PJ, Moore JD, Patel G et al (2016) Loss of endometrial plasticity in recurrent pregnancy loss. Stem Cells 34:346–356
Malik N, Nirujogi RS, Peltier J, Macartney T, Wightman M, Prescott AR, Gourlay R, Trost M, Alessi DR, Karapetsas A (2019) Phosphoproteomics reveals that the hVPS34 regulated SGK3 kinase specifically phosphorylates endosomal proteins including Syntaxin-7, Syntaxin-12, RFIP4 and WDR44. Biochem J 476:3081–3107
Pei CZ, Kim YJ, Baek KH (2019) Pathogenetic factors involved in recurrent pregnancy loss from multiple aspects. Obstet Gynecol Sci 62:212–223
Pliushch G, Schneider E, Weise D, El Hajj N, Tresch A, Seidmann L, Coerdt W, Muller AM, Zechner U, Haaf T (2010) Extreme methylation values of imprinted genes in human abortions and stillbirths. Am J Pathol 176:1084–1090
Rai R, Regan L (2006) Recurrent miscarriage. Lancet 368:601–611
Salker MS, Christian M, Steel JH, Nautiyal J, Lavery S, Trew G, Webster Z, Al-Sabbagh M, Puchchakayala G, Foller M et al (2011) Deregulation of the serum- and glucocorticoid-inducible kinase SGK1 in the endometrium causes reproductive failure. Nat Med 17:1509–1513
Than NG, Romero R, Xu Y, Erez O, Xu Z, Bhatti G, Leavitt R, Chung TH, El-Azzamy H, LaJeunesse C et al (2014) Evolutionary origins of the placental expression of chromosome 19 cluster galectins and their complex dysregulation in preeclampsia. Placenta 35:855–865
Wang H, Huang F, Zhang Z, Wang P, Luo Y, Li H, Li N, Wang J, Zhou J, Wang Y et al (2019) Feedback activation of SGK3 and AKT contributes to rapamycin resistance by reactivating mTORC1/4EBP1 axis via TSC2 in breast cancer. Int J Biol Sci 15:929–941
Wilmot B, Fry R, Smeester L, Musser ED, Mill J, Nigg JT (2016) Methylomic analysis of salivary DNA in childhood ADHD identifies altered DNA methylation in VIPR2. J Child Psychol Psychiatry 57:152–160
Yu M, Du G, Xu Q, Huang Z, Huang X, Qin Y, Han L, Fan Y, Zhang Y, Han X et al (2018) Integrated analysis of DNA methylome and transcriptome identified CREB5 as a novel risk gene contributing to recurrent pregnancy loss. EBioMedicine 35:334–344
Zhang P, Zhao M, Liang G, Yin G, Huang D, Su F, Zhai H, Wang L, Su Y, Lu Q (2013) Whole-genome DNA methylation in skin lesions from patients with psoriasis vulgaris. J Autoimmun 41:17–24
Acknowledgement
This work was supported by Social Technology Development (major) Project in Dongguan (NO 201750715024450), Guangdong Province. We thank Lifang Mo, Huanhou Su, Jinru Cao, and other colleagues for their help in the course of the experiment.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Lixia Zhou, Yudong Pu, Yuxun Zhou, Bin Wang, Ye Chen, Yang Bai and Shuzhen He declare that they have no conflict of interest.
Ethical approval
This study had been approved by the Ethics Committee of Songshan Lake Central Hospital, Dongguan, Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Zhou, L., Pu, Y., Zhou, Y. et al. Genome wide methylation analysis to uncover genes related to recurrent pregnancy loss. Genes Genom 43, 361–369 (2021). https://doi.org/10.1007/s13258-020-01020-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13258-020-01020-9