Potential Biomarkers and Endometrial Immune Microenvironment in Recurrent Implantation Failure

被引:14
作者
Li, Fangfang [1 ,2 ]
Gao, Wenxin [1 ,2 ]
Li, Yanmei [1 ,2 ]
Wang, Yiqing [1 ,2 ]
Liu, Lin [1 ,2 ]
Zhang, Xuehong [1 ,2 ]
机构
[1] Lanzhou Univ, Sch Clin Med 1, Lanzhou 730000, Peoples R China
[2] Gansu Int Sci & Technol Cooperat Base Reprod Med T, Key Lab Reprod Med & Embryo Gansu, Lanzhou 730000, Peoples R China
基金
中国国家自然科学基金;
关键词
recurrent implantation failure; biomarker; immune cell infiltration; immune pathway; lipid metabolism; REGULATORY T-CELLS; NATURAL-KILLER-CELLS; UTERINE NK CELLS; EMBRYO IMPLANTATION; DENDRITIC CELLS; PREGNANCY; RECEPTIVITY; INDUCTION; TOLERANCE; TRIBBLES;
D O I
10.3390/biom13030406
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The molecular mechanisms underlying unexplained recurrent implantation failure (RIF) remain unclear. This study aimed at identifying potential biomarkers, exploring relevant signaling pathways, and analyzing the contribution of immune cell infiltration in RIF. Microarray expression datasets were extracted from the Gene Expression Omnibus database to perform bioinformatic analyses. The results showed that ten hub genes may predict RIF with high specificity and sensitivity (area under the curve = 1.000). Protein-protein interaction analysis revealed close interactions between the hub genes and the endometrial receptivity array. The real-time quantitative polymerase chain reaction further validated three potential biomarkers (RAB32, TRIB2, and FAM155B). Functional enrichment analyses indicated that immune pathways were significantly downregulated and lipid metabolism pathways were significantly upregulated in RIF compared with the controls. Significant negative correlations were observed between fatty acid biosynthesis and the immune pathways. Immune cell infiltration, including those in CD56dim natural killer, dendritic, Th1, Th2, and regulatory T cells, as well as macrophages, was significantly reduced in RIF compared with the controls used herein. This study may provide a novel perspective on the diagnosis and treatment of RIF.
引用
收藏
页数:20
相关论文
共 64 条
[1]   Construction of circRNA-miRNA-mRNA network in the pathogenesis of recurrent implantation failure using integrated bioinformatics study [J].
Ahmadi, Mohsen ;
Pashangzadeh, Salar ;
Moraghebi, Mahta ;
Sabetian, Soudabeh ;
Shekari, Mohammad ;
Eini, Fatemeh ;
Salehi, Ensieh ;
Mousavi, Pegah .
JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2022, 26 (06) :1853-1864
[2]   The dynamic co-evolution of memory and regulatory CD4+ T cells in the periphery [J].
Akbar, Arne N. ;
Vukmanovic-Stejic, Milica ;
Taams, Leonie S. ;
Macallan, Derek C. .
NATURE REVIEWS IMMUNOLOGY, 2007, 7 (03) :231-237
[3]   Tumor Necrosis Factor-Alpha and Pregnancy: Focus on Biologics. An Updated and Comprehensive Review [J].
Alijotas-Reig, Jaume ;
Esteve-Valverde, Enrique ;
Ferrer-Oliveras, Raquel ;
Llurba, Elisa ;
Maria Gris, Josep .
CLINICAL REVIEWS IN ALLERGY & IMMUNOLOGY, 2017, 53 (01) :40-53
[4]   Endometrial receptivity array before frozen embryo transfer cycles: a systematic review and meta-analysis [J].
Arian, Sara E. ;
Hessami, Kamran ;
Khatibi, Ali ;
To, Alvin K. ;
Shamshirsaz, Alireza A. ;
Gibbons, William .
FERTILITY AND STERILITY, 2023, 119 (02) :229-238
[5]   The Rab32/BLOC-3-dependent pathway mediates host defense against different pathogens in human macrophages [J].
Baldassarre, Massimiliano ;
Solano-Collado, Virtu ;
Balci, Arda ;
Colamarino, Rosa A. ;
Dambuza, Ivy M. ;
Reid, Delyth M. ;
Wilson, Heather M. ;
Brown, Gordon D. ;
Mukhopadhyay, Subhankar ;
Dougan, Gordon ;
Spano, Stefania .
SCIENCE ADVANCES, 2021, 7 (03)
[6]   Potential innate immunity-related markers of endometrial receptivity and recurrent implantation failure (RIF) [J].
Basatvat, Shaghayegh ;
Russell, Jean Marion ;
Saare, Merli ;
Thurston, Lisa Marie ;
Salumets, Andres ;
Fazeli, Alireza .
REPRODUCTIVE BIOLOGY, 2021, 21 (04)
[7]   Potential Marker Pathways in the Endometrium That May Cause Recurrent Implantation Failure [J].
Bastu, Ercan ;
Demiral, Irem ;
Gunel, Tuba ;
Ulgen, Ege ;
Gumusoglu, Ece ;
Hosseini, Mohammad Kazem ;
Sezerman, Ugur ;
Buyru, Faruk ;
Yeh, John .
REPRODUCTIVE SCIENCES, 2019, 26 (07) :879-890
[8]   Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Waldner, Maximilian ;
Obenauf, Anna C. ;
Angell, Helen ;
Fredriksen, Tessa ;
Lafontaine, Lucie ;
Berger, Anne ;
Bruneval, Patrick ;
Fridman, Wolf Herman ;
Becker, Christoph ;
Pages, Franck ;
Speicher, Michael R. ;
Trajanoski, Zlatko ;
Galon, Jerome .
IMMUNITY, 2013, 39 (04) :782-795
[9]   The therapeutic potential of regulatory T cells for the treatment of autoimmune disease [J].
Bluestone, Jeffrey A. ;
Trotta, Eleonora ;
Xu, Daqi .
EXPERT OPINION ON THERAPEUTIC TARGETS, 2015, 19 (08) :1091-1103
[10]   Tribbles expression in cumulus cells is related to oocyte maturation and fatty acid metabolism [J].
Brisard, Daphne ;
Chesnel, Franck ;
Elis, Sebastien ;
Desmarchais, Alice ;
Sanchez-Lazo, Laura ;
Chasles, Manon ;
Maillard, Virginie ;
Uzbekova, Svetlana .
JOURNAL OF OVARIAN RESEARCH, 2014, 7