Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers

被引:179
|
作者
Altmae, Signe [1 ,2 ,3 ,4 ]
Koel, Mariann [3 ,5 ,6 ,7 ]
Vosa, Urmo [8 ]
Adler, Priit [9 ]
Suhorutsenko, Marina [3 ,10 ]
Laisk-Podar, Triin [3 ,10 ]
Kukushkina, Viktorija [3 ]
Saare, Merli [3 ,10 ]
Velthut-Meikas, Agne [3 ]
Krjutskov, Kaarel [3 ,5 ,6 ]
Aghajanova, Lusine [11 ]
Lalitkumar, Parameswaran G. [1 ,2 ]
Gemzell-Danielsson, Kristina [1 ,2 ]
Giudice, Linda [11 ]
Simon, Carlos [12 ,13 ]
Salumets, Andres [3 ,10 ,14 ,15 ]
机构
[1] Karolinska Inst, Dept Womens & Childrens Hlth, Div Obstet & Gynecol, S-17176 Stockholm, Sweden
[2] Karolinska Univ Hosp, S-17176 Stockholm, Sweden
[3] Competence Ctr Hlth Technol, EE-50410 Tartu, Estonia
[4] Univ Granada, Dept Biochem & Mol Biol, Fac Sci, Granada 18016, Spain
[5] Karolinska Inst, Dept Biosci & Nutr, S-14183 Huddinge, Sweden
[6] Karolinska Inst, Ctr Innovat Med, S-14183 Huddinge, Sweden
[7] Univ Tartu, Dept Cell Biol, Inst Mol & Cell Biol, EE-51010 Tartu, Estonia
[8] Univ Tartu, Estonian Genome Ctr, EE-51010 Tartu, Estonia
[9] Univ Tartu, Inst Comp Sci, EE-50409 Tartu, Estonia
[10] Univ Tartu, Dept Obstet & Gynaecol, Inst Clin Med, EE-51014 Tartu, Estonia
[11] Univ Calif San Francisco, Dept Obstet Gynecol & Reprod Sci, San Francisco, CA 94143 USA
[12] Univ Valencia, Dept Obstet & Gynaecol, Valencia 46021, Spain
[13] INCLIVA, Igenom & Fdn 41, Valencia 46021, Spain
[14] Univ Helsinki, Dept Obstet & Gynecol, FL-00029 Helsinki, Finland
[15] Helsinki Univ Hosp, FL-00029 Helsinki, Finland
来源
SCIENTIFIC REPORTS | 2017年 / 7卷
基金
美国国家卫生研究院;
关键词
GENE-EXPRESSION ANALYSIS; ALPHA-V-BETA-3; INTEGRIN; IMPLANTATION FAILURE; EMBRYO IMPLANTATION; MENSTRUAL-CYCLE; EUTOPIC ENDOMETRIUM; UTERINE RECEPTIVITY; MICRORNA EXPRESSION; HORMONAL-REGULATION; CANDIDATE GENES;
D O I
10.1038/s41598-017-10098-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Previous transcriptome studies of the human endometrium have revealed hundreds of simultaneously up-and down-regulated genes that are involved in endometrial receptivity. However, the overlap between the studies is relatively small, and we are still searching for potential diagnostic biomarkers. Here we perform a meta-analysis of endometrial-receptivity associated genes on 164 endometrial samples (76 from 'pre-receptive' and 88 from mid-secretory, 'receptive' phase endometria) using a robust rank aggregation (RRA) method, followed by enrichment analysis, and regulatory microRNA prediction. We identify a meta-signature of endometrial receptivity involving 57 mRNA genes as putative receptivity markers, where 39 of these we confirm experimentally using RNA-sequencing method in two separate datasets. The meta-signature genes highlight the importance of immune responses, the complement cascade pathway and the involvement of exosomes in mid-secretory endometrial functions. Bioinformatic prediction identifies 348 microRNAs that could regulate 30 endometrial-receptivity associated genes, and we confirm experimentally the decreased expression of 19 microRNAs with 11 corresponding up-regulated meta-signature genes in our validation experiments. The 57 identified meta-signature genes and involved pathways, together with their regulatory microRNAs could serve as promising and sought-after biomarkers of endometrial receptivity, fertility and infertility.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Meta-signature of human endometrial receptivity: a meta-analysis and validation study of transcriptomic biomarkers
    Signe Altmäe
    Mariann Koel
    Urmo Võsa
    Priit Adler
    Marina Suhorutšenko
    Triin Laisk-Podar
    Viktorija Kukushkina
    Merli Saare
    Agne Velthut-Meikas
    Kaarel Krjutškov
    Lusine Aghajanova
    Parameswaran G. Lalitkumar
    Kristina Gemzell-Danielsson
    Linda Giudice
    Carlos Simón
    Andres Salumets
    Scientific Reports, 7
  • [2] MicroRNA meta-signature of oral cancer: evidence from a meta-analysis
    Zeljic, Katarina
    Jovanovic, Ivan
    Jovanovic, Jasmina
    Magic, Zvonko
    Stankovic, Aleksandra
    Supic, Gordana
    UPSALA JOURNAL OF MEDICAL SCIENCES, 2018, 123 (01) : 43 - 49
  • [3] Meta-analysis of endometrial receptivity-associated genes
    Altmae, S.
    Vosa, U.
    Suhorutsenko, M.
    Aghajanova, L.
    Adler, P.
    Giudice, L.
    Simon, C.
    Salumets, A.
    HUMAN REPRODUCTION, 2016, 31 : 271 - 272
  • [4] Meta-signature LncRNAs serve as novel biomarkers for colorectal cancer: integrated bioinformatics analysis, experimental validation and diagnostic evaluation
    Meiyu Dai
    Xiaoli Chen
    Shanying Mo
    Jinwan Li
    Zhizhuo Huang
    Shifeng Huang
    Junyi Xu
    Baoyu He
    Yan Zou
    Jingfan Chen
    Shengming Dai
    Scientific Reports, 7
  • [5] Identification of eight meta-signature miRNAs as potential biomarkers for oropharyngeal cancers
    Li, Bo
    Kyung, Hee-moon
    CANCER GENETICS, 2019, 233 : 75 - 83
  • [6] Meta-signature LncRNAs serve as novel biomarkers for colorectal cancer: integrated bioinformatics analysis, experimental validation and diagnostic evaluation
    Dai, Meiyu
    Chen, Xiaoli
    Mo, Shanying
    Li, Jinwan
    Huang, Zhizhuo
    Huang, Shifeng
    Xu, Junyi
    He, Baoyu
    Zou, Yan
    Chen, Jingfan
    Dai, Shengming
    SCIENTIFIC REPORTS, 2017, 7
  • [7] Acupuncture in improving endometrial receptivity: a systematic review and meta-analysis
    Yajing Zhong
    Fanzhu Zeng
    Wanjun Liu
    Jing Ma
    Yongge Guan
    Yang Song
    BMC Complementary and Alternative Medicine, 19
  • [8] META-ANALYSIS OF THE EFFECTS OF TRADITIONAL CHINESE MEDICINE ON ENDOMETRIAL RECEPTIVITY
    Liu, Na
    Long, Na
    Han, Lu
    Cai, Xia
    ACTA MEDICA MEDITERRANEA, 2014, 30 (04): : 885 - 891
  • [9] Acupuncture in improving endometrial receptivity: a systematic review and meta-analysis
    Zhong, Yajing
    Zeng, Fanzhu
    Liu, Wanjun
    Ma, Jing
    Guan, Yongge
    Song, Yang
    BMC COMPLEMENTARY AND ALTERNATIVE MEDICINE, 2019, 19 (1):
  • [10] Personalized embryo transfer guided by transcriptomic endometrial receptivity analysis (ERA) in infertile patients: a systematic review and meta-analysis
    Glujovsky, D.
    Lattes, K.
    Miguens, M.
    Pesce, R.
    Ciapponi, A.
    HUMAN REPRODUCTION, 2023, 38