1
|
Zhao X, Zhao Y, Zhang Y, Fan Q, Ke H, Chen X, Jin L, Tang H, Jiang Y, Ma J. Unraveling pathogenesis, biomarkers and potential therapeutic agents for endometriosis associated with disulfidptosis based on bioinformatics analysis, machine learning and experiment validation. J Biol Eng 2024; 18:42. [PMID: 39061076 PMCID: PMC11282767 DOI: 10.1186/s13036-024-00437-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
BACKGROUND Endometriosis (EMs) is an enigmatic disease of yet-unknown pathogenesis. Disulfidptosis, a novel identified form of programmed cell death resulting from disulfide stress, stands a chance of treating diverse ailments. However, the potential roles of disulfidptosis-related genes (DRGs) in EMs remain elusive. This study aims to thoroughly explore the key disulfidptosis genes involved in EMs, and probe novel diagnostic markers and candidate therapeutic compounds from the aspect of disulfidptosis based on bioinformatics analysis, machine learning, and animal experiments. RESULTS Enrichment analysis on key module genes and differentially expressed genes (DEGs) of eutopic and ectopic endometrial tissues in EMs suggested that EMs was closely related to disulfidptosis. And then, we obtained 20 and 16 disulfidptosis-related DEGs in eutopic and ectopic endometrial tissue, respectively. The protein-protein interaction (PPI) network revealed complex interactions between genes, and screened nine and ten hub genes in eutopic and ectopic endometrial tissue, respectively. Furthermore, immune infiltration analysis uncovered distinct differences in the immunocyte, human leukocyte antigen (HLA) gene set, and immune checkpoints in the eutopic and ectopic endometrial tissues when compared with health control. Besides, the hub genes mentioned above showed a close correlation with the immune microenvironment of EMs. Furthermore, four machine learning algorithms were applied to screen signature genes in eutopic and ectopic endometrial tissue, including the binary logistic regression (BLR), the least absolute shrinkage and selection operator (LASSO), the support vector machine-recursive feature elimination (SVM-RFE), and the extreme gradient boosting (XGBoost). Model training and hyperparameter tuning were implemented on 80% of the data using a ten-fold cross-validation method, and tested in the testing sets which determined the excellent diagnostic performance of these models by six indicators (Sensitivity, Specificity, Positive Predictive Value, Negative Predictive Value, Accuracy, and Area Under Curve). And seven eutopic signature genes (ACTB, GYS1, IQGAP1, MYH10, NUBPL, SLC7A11, TLN1) and five ectopic signature genes (CAPZB, CD2AP, MYH10, OXSM, PDLIM1) were finally identified based on machine learning. The independent validation dataset also showed high accuracy of the signature genes (IQGAP1, SLC7A11, CD2AP, MYH10, PDLIM1) in predicting EMs. Moreover, we screened 12 specific compounds for EMs based on ectopic signature genes and the pharmacological impact of tretinoin on signature genes was further verified in the ectopic lesion in the EMs murine model. CONCLUSION This study verified a close association between disulfidptosis and EMs based on bioinformatics analysis, machine learning, and animal experiments. Further investigation on the biological mechanism of disulfidptosis in EMs is anticipated to yield novel advancements for searching for potential diagnostic biomarkers and revolutionary therapeutic approaches in EMs.
Collapse
Affiliation(s)
- Xiaoxuan Zhao
- Department of Traditional Chinese Medicine (TCM) Gynecology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
- Research Institute of Women's Reproductive Health, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yang Zhao
- The Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, China
| | - Yuanyuan Zhang
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Qingnan Fan
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Huanxiao Ke
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiaowei Chen
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Linxi Jin
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Hongying Tang
- The Third Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Yuepeng Jiang
- College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou, China.
| | - Jing Ma
- Department of Traditional Chinese Medicine (TCM) Gynecology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China.
- Research Institute of Women's Reproductive Health, Zhejiang Chinese Medical University, Hangzhou, China.
| |
Collapse
|
2
|
Cuadrado-Torroglosa I, García-Velasco JA, Alecsandru D. The Impacts of Inflammatory and Autoimmune Conditions on the Endometrium and Reproductive Outcomes. J Clin Med 2024; 13:3724. [PMID: 38999290 PMCID: PMC11242609 DOI: 10.3390/jcm13133724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/17/2024] [Accepted: 06/23/2024] [Indexed: 07/14/2024] Open
Abstract
Background: A healthy pregnancy begins with an adequate endometrial state, even before the arrival of a blastocyst. Proper endometrial priming and the development of a tolerogenic decidua are key steps in creating the perfect environment for implantation and pregnancy. In these processes, the involvement of the maternal immune system seems to be of great relevance, modulating the different decidual immune populations to prepare the endometrium for a potential pregnancy. However, certain local pathologies of an inflammatory and autoimmune nature appear to have a direct impact on these phenomena, thus altering patients' reproductive outcomes. Methods: This literature review analyzes original articles, reviews, systematic reviews, and meta-analyses published between 1990 and 2024, concerning the impact of different inflammatory and autoimmune conditions on endometrial status and fertility. The included papers were obtained from Medline (Pubmed) and the Cochrane library. Results: There is evidence that endometriosis, adenomyosis, and chronic endometritis, through the promotion of a chronic inflammatory environment, are capable of altering endometrial immune populations, and, thus, processes essential for early pregnancy. Among other effects, these conditions have been linked to impaired decidualization, alterations in progesterone responsiveness, and hindered placentation. Similarly, antiphospholipid syndrome (APS), thyroid dysfunction, diabetes, and other pathologies related to glucose and gluten metabolism, due to their autoimmune nature, also appear to have a local impact on the uterine environment, affecting reproductive success through different mechanisms, including altered hormonal response and, again, impaired decidualization. Conclusions: The management of inflammatory and autoimmune diseases in assisted reproduction patients is gaining importance due to their direct impact on the endometrium. It is necessary to follow current expert recommendations and established therapeutic approaches in order to improve patients' prospects, ranging from antibiotic treatment in chronic endometritis to heparin and aspirin in APS, as well as hormonal treatments for endometriosis/adenomyosis or a gluten-free diet in celiac disease. All of them and the rest of the therapeutic perspectives, both current and under investigation, are presented throughout this work, assessing the possible improvements for reproductive outcomes.
Collapse
Affiliation(s)
- Isabel Cuadrado-Torroglosa
- IVIRMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), Avenida Fernando Abril Martorell, 106, Torre A, Planta 1a, 46026 Valencia, Spain; (I.C.-T.); (J.A.G.-V.)
| | - Juan A. García-Velasco
- IVIRMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), Avenida Fernando Abril Martorell, 106, Torre A, Planta 1a, 46026 Valencia, Spain; (I.C.-T.); (J.A.G.-V.)
- IVIRMA Global Research Alliance, IVIRMA Madrid, Av. del Talgo, 68, 28023 Madrid, Spain
- Department of Obstetrics and Gynaecology, Rey Juan Carlos University, Av. de Atenas, s/n, 28922 Alcorcón, Spain
| | - Diana Alecsandru
- IVIRMA Global Research Alliance, IVI Foundation, Instituto de Investigación Sanitaria La Fe (IIS La Fe), Avenida Fernando Abril Martorell, 106, Torre A, Planta 1a, 46026 Valencia, Spain; (I.C.-T.); (J.A.G.-V.)
- IVIRMA Global Research Alliance, IVIRMA Madrid, Av. del Talgo, 68, 28023 Madrid, Spain
| |
Collapse
|
3
|
Torelli FR, Rodrigues-Peres RM, Lopes-Cendes I, Bahamondes L, Juliato CRT. Gene expression associated with vaginal bleeding in women using the 52-mg levonorgestrel hormonal intrauterine device: A prospective study. Int J Gynaecol Obstet 2024; 165:1199-1209. [PMID: 38299835 DOI: 10.1002/ijgo.15357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/27/2023] [Accepted: 12/26/2023] [Indexed: 02/02/2024]
Abstract
OBJECTIVE To evaluate gene expression associated with vaginal bleeding in the 52-mg hormonal intrauterine device (IUD) users. MATERIALS AND METHODS We conducted a prospective study involving 100 women seeking to use the 52-mg hormonal IUD for contraception. We excluded women with a history or current condition of abnormal uterine bleeding and who were unable to attend a 1-year follow up. Women who expelled the device, removed it for reasons unrelated to vaginal bleeding, or were lost to follow up were discontinued. We collected endometrial biopsies immediately before IUD placement and assessed 20 selected genes using reverse transcription quantitative polymerase chain reaction. Users maintained a uterine bleeding diary for 12 months following IUD insertion. For statistical analysis, participants were categorized into groups with or without vaginal bleeding at 3 and 12 months. RESULTS Women with elevated CXCL9 expression had an 8.15-fold higher likelihood of experiencing vaginal bleeding at 3 months (odds ratio [OR] 8.15, 95% confidence interval [CI] 2.24-29.61, P = 0.001). At 12 months of follow up, women with increased TIMP1 expression had a 2.74-fold higher chance of experiencing vaginal bleeding (OR 2.74, 95% CI 1.08-6.95, P = 0.033). CXCL9 ≥ 1.5 and IL17A ≥ 0.68 were associated with a higher probability of vaginal bleeding at 3 months, while TIMP1 levels ≥0.943 were linked to an increased risk of bleeding at 12 months. CONCLUSION Users of the 52-mg hormonal IUD with elevated relative CXCL9 expression face an increased risk of vaginal bleeding at 3-month follow up, whereas those with heightened TIMP1 expression are more likely to experience vaginal bleeding at 12 months.
Collapse
Affiliation(s)
- Flávia R Torelli
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
| | - Raquel M Rodrigues-Peres
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
| | - Iscia Lopes-Cendes
- Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
| | - Luis Bahamondes
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
| | - Cássia R T Juliato
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, Brazil
| |
Collapse
|
4
|
Torelli FR, Rodrigues-Peres RM, Monteiro I, Lopes-Cendes I, Bahamondes L, Juliato CRT. Gene expression associated with unfavorable vaginal bleeding in women using the etonogestrel subdermal contraceptive implant: a prospective study. Sci Rep 2024; 14:11062. [PMID: 38745005 PMCID: PMC11093992 DOI: 10.1038/s41598-024-61751-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 05/09/2024] [Indexed: 05/16/2024] Open
Abstract
To evaluate gene expression associated with unfavorable vaginal bleeding in users of the Etonogestrel (ENG) contraceptive implant. Prospective study involving 100 women who intended to use the ENG implant. Exclusion criteria included abnormal uterine bleeding, inability to attend a 1-year follow-up, and implant removal for reasons unrelated to vaginal bleeding or loss of follow-up. We obtained endometrial biopsies before implant placement and assessed the expression of 20 selected genes. Users maintained a uterine bleeding diary for 12 months post-implant placement. For statistical analysis, we categorized women into those with or without favorable vaginal bleeding at 3 and 12 months. Women with lower CXCL1 expression had a 6.8-fold increased risk of unfavorable vaginal bleeding at 3 months (OR 6.8, 95% CI 2.21-20.79, p < 0.001), while those with higher BCL6 and BMP6 expression had 6- and 5.1-fold increased risks, respectively. By the 12-month follow-up, women with lower CXCL1 expression had a 5.37-fold increased risk of unfavorable vaginal bleeding (OR 5.37, 95% CI 1.63-17.73, p = 0.006). Women with CXCL1 expression < 0.0675, BCL6 > 0.65, and BMP6 > 3.4 had a higher likelihood of experiencing unfavorable vaginal bleeding at 3 months, and CXCL1 < 0.158 at 12 months. Users of ENG contraceptive implants with elevated BCL6 and BMP6 expression exhibited a higher risk of breakthrough bleeding at the 3-month follow-up. Conversely, reduced CXCL1 expression was associated with an elevated risk of bleeding at both the 3 and 12-month follow-ups.
Collapse
Affiliation(s)
- Flávia R Torelli
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Raquel M Rodrigues-Peres
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Ilza Monteiro
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Iscia Lopes-Cendes
- Department of Translational Medicine, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Luis Bahamondes
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil
| | - Cássia R T Juliato
- Department of Obstetrics and Gynecology, School of Medical Sciences, University of Campinas (UNICAMP), Campinas, SP, Brazil.
- Departamento de Tocoginecologia, Faculdade de Ciências Médicas, Universidade Estadual de Campinas - UNICAMP, Rua Alexander Fleming 101, Campinas, SP, 13083-881, Brazil.
| |
Collapse
|
5
|
Hou DY, Lu JJ, Zhang X, Abudukeyoumu A, Li MQ, Zhu XY, Xie F. Heme metabolism and HO-1 in the pathogenesis and potential intervention of endometriosis. Am J Reprod Immunol 2024; 91:e13855. [PMID: 38745499 DOI: 10.1111/aji.13855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 03/22/2024] [Accepted: 04/15/2024] [Indexed: 05/16/2024] Open
Abstract
Endometriosis (EM) is one of the diseases related to retrograded menstruation and hemoglobin. Heme, released from hemoglobin, is degraded by heme oxygenase-1 (HO-1). In EM lesions, heme metabolites regulate processes such as inflammation, redox balance, autophagy, dysmenorrhea, malignancy, and invasion, where macrophages (Mø) play a fundamental role in their interactions. Regulation occurs at molecular, cellular, and pathological levels. Numerous studies suggest that heme is an indispensable component in EM and may contribute to its pathogenesis. The regulatory role of heme in EM encompasses cytokines, signaling pathways, and kinases that mediate cellular responses to external stimuli. HO-1, a catalytic enzyme in the catabolic phase of heme, mitigates heme's cytotoxicity in EM due to its antioxidant, anti-inflammatory, and anti-proliferative properties. Certain compounds may intervene in EM by targeting heme metabolism, guiding the development of appropriate treatments for all stages of endometriosis.
Collapse
Affiliation(s)
- Ding-Yu Hou
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
- Shanghai Key Laboratory of Female Reproductive Endocrine-Related Diseases, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
| | - Jia-Jing Lu
- Department of Gynecology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
| | - Xing Zhang
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
| | - Ayitila Abudukeyoumu
- Department of Obstetrics and Gynecology, Maternal and Child Health Hospital of Jiading District, Shanghai, People's Republic of China
| | - Ming-Qing Li
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
- Shanghai Key Laboratory of Female Reproductive Endocrine-Related Diseases, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
| | - Xiao-Yong Zhu
- Department of Gynecology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
| | - Feng Xie
- Laboratory for Reproductive Immunology, Hospital of Obstetrics and Gynecology, Fudan University, Shanghai, People's Republic of China
- Medical Center of Diagnosis and Treatment for Cervical and Intrauterine Diseases, Obstetrics and Gynecology Hospital of Fudan University, Shanghai, People's Republic of China
| |
Collapse
|
6
|
Zhang J, Zhao W, Zhou Y, Xi S, Xu X, Du X, Zheng X, Hu W, Sun R, Tian Z, Fu B, Wei H. Pyroptotic T cell-derived active IL-16 has a driving function in ovarian endometriosis development. Cell Rep Med 2024; 5:101476. [PMID: 38508138 PMCID: PMC10983113 DOI: 10.1016/j.xcrm.2024.101476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 01/09/2024] [Accepted: 02/21/2024] [Indexed: 03/22/2024]
Abstract
Endometriosis, affecting 6%-10% of women, often leads to pain and infertility and its underlying inflammatory mechanisms are poorly understood. We established endometriosis models in wild-type and IL16KO mice, revealing the driver function of IL-16 in initiating endometriosis-related inflammation. Using an in vitro system, we confirmed iron overload-induced GSDME-mediated pyroptosis as a key trigger for IL-16 activation and release. In addition, our research led to the development of Z30702029, a compound inhibiting GSDME-NTD-mediated pyroptosis, which shows promise as a therapeutic intervention for endometriosis. Importantly, our findings extend beyond endometriosis, highlighting GSDME-mediated pyroptosis as a broader pathway for IL-16 release and offering insights into potential treatments for various inflammatory conditions.
Collapse
Affiliation(s)
- Jinghe Zhang
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Weidong Zhao
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China.
| | - Yonggang Zhou
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Shengdi Xi
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Xiuxiu Xu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Xianghui Du
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Xiaohu Zheng
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Weiping Hu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Rui Sun
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Zhigang Tian
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China
| | - Binqing Fu
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; Institute of Health and Medicine, Hefei Comprehensive National Science Center, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China.
| | - Haiming Wei
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of University of Science and Technology of China, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China; The CAS Key Laboratory of Innate Immunity and Chronic Disease, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China; Institute of Immunology, University of Science and Technology of China, Hefei, Anhui, China.
| |
Collapse
|
7
|
Chiarle G, Allais G, Sinigaglia S, Airola G, Rolando S, Bergandi F, Micalef S, Benedetto C. Acupuncture for pain and pain-related disability in deep infiltrating endometriosis. FRONTIERS IN PAIN RESEARCH 2024; 5:1279312. [PMID: 38524269 PMCID: PMC10957595 DOI: 10.3389/fpain.2024.1279312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 02/26/2024] [Indexed: 03/26/2024] Open
Abstract
Objectives To evaluate the efficacy of acupuncture in relieving symptoms (dysmenorrhea, dyspareunia, pelvic pain and dyschezia) intensity, improving functional disability, reducing the number of days per months of dysmenorrhea, the frequency and the efficacy of analgesic use in deep infiltrating endometriosis (DIE). The safety profile was also evaluated. Methods The study sample was 34 patients with DIE; for 2 months (T-2, T-1) the women recorded diary notes on the numbers of days of menstruation, the presence, intensity, and disability related to dysmenorrhea, dyspareunia, pelvic pain, and dyschezia. They then received a total of 15 acupuncture treatments over 6 months (T1-T6; once a week for 12 weeks, then once a month for 3 months). Results Dysmenorrhea intensity was decreased during treatment. A decrease of at least 50% in number of days of dysmenorrhea, and a decrease in moderate-to-severe disability starting from T1 to T6 was recorded for 58.6% of patients. Dyspareunia intensity steadily decreased starting at T2; the percentage of women with moderate-to-severe disability declined from 73.3% at T-2, to 36.9% at T3, T4, and T5. A decrease in pelvic pain score was noted starting at T1; the percentage of disability decreased from 83.3% at T-2 to 33.3% at T3 and T6. The intensity of dyschezia decreased from T-2 to T3 and T4 and then increased slightly. Analgesic drug use was lower during treatment and its efficacy appeared to be greater. Conclusions The limitations notwithstanding our study-findings show that acupuncture was safe and effective in reducing pain intensity and symptoms-related disability. Larger-scale studies are needed to compare acupuncture and pharmacotherapy for endometriosis-related pain.
Collapse
Affiliation(s)
- Giulia Chiarle
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
- Department of Gynaecology and Obstetrics, University of Turin, Turin, Italy
- Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
| | - Gianni Allais
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
- Department of Gynaecology and Obstetrics, University of Turin, Turin, Italy
| | - Silvia Sinigaglia
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
- Department of Gynaecology and Obstetrics, University of Turin, Turin, Italy
| | - Gisella Airola
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
- Department of Gynaecology and Obstetrics, University of Turin, Turin, Italy
| | - Sara Rolando
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
| | - Fabiola Bergandi
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
| | - Salvatore Micalef
- Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
| | - Chiara Benedetto
- Women’s Headache Center, Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
- Gynaecology and Obstetrics Unit, Sant’Anna Hospital, University of Turin, Turin, Italy
| |
Collapse
|
8
|
Brulport A, Bourdon M, Vaiman D, Drouet C, Pocate-Cheriet K, Bouzid K, Marcellin L, Santulli P, Abo C, Jeljeli M, Chouzenoux S, Chapron C, Batteux F, Berthelot C, Doridot L. An integrated multi-tissue approach for endometriosis candidate biomarkers: a systematic review. Reprod Biol Endocrinol 2024; 22:21. [PMID: 38341605 PMCID: PMC10858544 DOI: 10.1186/s12958-023-01181-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 12/28/2023] [Indexed: 02/12/2024] Open
Abstract
Biomarker identification could help in deciphering endometriosis pathophysiology in addition to their use in the development of non invasive diagnostic and prognostic approaches, that are essential to greatly improve patient care. Despite extensive efforts, no single potential biomarker or combination has been clinically validated for endometriosis.Many studies have investigated endometriosis-associated biological markers in specific tissues, but an integrative approach across tissues is lacking. The aim of this review is to propose a comprehensive overview of identified biomarkers based on tissue or biological compartment, while taking into account endometriosis phenotypes (superficial, ovarian or deep, or rASRM stages), menstrual cycle phases, treatments and symptoms.We searched PubMed and Embase databases for articles matching the following criteria: 'endometriosis' present in the title and the associated term 'biomarkers' found as Medical Subject Headings (MeSH) terms or in all fields. We restricted to publications in English and on human populations. Relevant articles published between 01 January 2005 (when endometriosis phenotypes start to be described in papers) and 01 September 2022 were critically analysed and discussed.Four hundred forty seven articles on endometriosis biomarkers that included a control group without endometriosis and provided specific information on endometriosis phenotypes are included in this review. Presence of information or adjustment controlling for menstrual cycle phase, symptoms and treatments is highlighted, and the results are further summarized by biological compartment. The 9 biological compartments studied for endometriosis biomarker research are in order of frequency: peripheral blood, eutopic endometrium, peritoneal fluid, ovaries, urine, menstrual blood, saliva, feces and cervical mucus. Adjustments of results on disease phenotypes, cycle phases, treatments and symptoms are present in 70%, 29%, 3% and 6% of selected articles, respectively. A total of 1107 biomarkers were identified in these biological compartments. Of these, 74 were found in several biological compartments by at least two independent research teams and only 4 (TNF-a, MMP-9, TIMP-1 and miR-451) are detected in at least 3 tissues with cohorts of 30 women or more.Integrative analysis is a crucial step to highlight potential pitfalls behind the lack of success in the search for clinically relevant endometriosis biomarkers, and to illuminate the physiopathology of this disease.
Collapse
Affiliation(s)
- Axelle Brulport
- Institut Pasteur, Université Paris Cité, CNRS UMR 3525, INSERM UA12, Comparative Functional Genomics Group, Paris, 75015, France.
| | - Mathilde Bourdon
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Département de Gynécologie, Obstétrique et Médecine de la Reproduction, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, F-75014, Paris, France
| | - Daniel Vaiman
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
| | - Christian Drouet
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Université de Paris, Faculté de Santé, Faculté de Médecine Paris Centre, Paris, France, Service de Biologie de la Reproduction - CECOS, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, Paris, 75014, France
| | - Khaled Pocate-Cheriet
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Université de Paris, Faculté de Santé, Faculté de Médecine Paris Centre, Paris, France, Service de Biologie de la Reproduction - CECOS, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, Paris, 75014, France
| | - Kheira Bouzid
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
| | - Louis Marcellin
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Département de Gynécologie, Obstétrique et Médecine de la Reproduction, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, F-75014, Paris, France
| | - Pietro Santulli
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Département de Gynécologie, Obstétrique et Médecine de la Reproduction, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, F-75014, Paris, France
| | - Carole Abo
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Département de Gynécologie, Obstétrique et Médecine de la Reproduction, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, F-75014, Paris, France
| | - Maxime Jeljeli
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Service d'Immunologie Biologique, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, Paris, F-75014, France
| | - Sandrine Chouzenoux
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
| | - Charles Chapron
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Département de Gynécologie, Obstétrique et Médecine de la Reproduction, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, F-75014, Paris, France
| | - Frédéric Batteux
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
- Service d'Immunologie Biologique, AP-HP, Centre Hospitalier Universitaire (CHU) Cochin, Paris, F-75014, France
| | - Camille Berthelot
- Institut Pasteur, Université Paris Cité, CNRS UMR 3525, INSERM UA12, Comparative Functional Genomics Group, Paris, 75015, France
| | - Ludivine Doridot
- Université Paris Cité, Institut Cochin, INSERM, CNRS, F-75014, Paris, France
| |
Collapse
|
9
|
Pei FL, Jia JJ, Lin SH, Chen XX, Wu LZ, Lin ZX, Sun BW, Zeng C. Construction and evaluation of endometriosis diagnostic prediction model and immune infiltration based on efferocytosis-related genes. Front Mol Biosci 2024; 10:1298457. [PMID: 38370978 PMCID: PMC10870152 DOI: 10.3389/fmolb.2023.1298457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 12/07/2023] [Indexed: 02/20/2024] Open
Abstract
Background: Endometriosis (EM) is a long-lasting inflammatory disease that is difficult to treat and prevent. Existing research indicates the significance of immune infiltration in the progression of EM. Efferocytosis has an important immunomodulatory function. However, research on the identification and clinical significance of efferocytosis-related genes (EFRGs) in EM is sparse. Methods: The EFRDEGs (differentially expressed efferocytosis-related genes) linked to datasets associated with endometriosis were thoroughly examined utilizing the Gene Expression Omnibus (GEO) and GeneCards databases. The construction of the protein-protein interaction (PPI) and transcription factor (TF) regulatory network of EFRDEGs ensued. Subsequently, machine learning techniques including Univariate logistic regression, LASSO, and SVM classification were applied to filter and pinpoint diagnostic biomarkers. To establish and assess the diagnostic model, ROC analysis, multivariate regression analysis, nomogram, and calibration curve were employed. The CIBERSORT algorithm and single-cell RNA sequencing (scRNA-seq) were employed to explore immune cell infiltration, while the Comparative Toxicogenomics Database (CTD) was utilized for the identification of potential therapeutic drugs for endometriosis. Finally, immunohistochemistry (IHC) and reverse transcription quantitative polymerase chain reaction (RT-qPCR) were utilized to quantify the expression levels of biomarkers in clinical samples of endometriosis. Results: Our findings revealed 13 EFRDEGs associated with EM, and the LASSO and SVM regression model identified six hub genes (ARG2, GAS6, C3, PROS1, CLU, and FGL2). Among these, ARG2, GAS6, and C3 were confirmed as diagnostic biomarkers through multivariate logistic regression analysis. The ROC curve analysis of GSE37837 (AUC = 0.627) and GSE6374 (AUC = 0.635), along with calibration and DCA curve assessments, demonstrated that the nomogram built on these three biomarkers exhibited a commendable predictive capacity for the disease. Notably, the ratio of nine immune cell types exhibited significant differences between eutopic and ectopic endometrial samples, with scRNA-seq highlighting M0 Macrophages, Fibroblasts, and CD8 Tex cells as the cell populations undergoing the most substantial changes in the three biomarkers. Additionally, our study predicted seven potential medications for EM. Finally, the expression levels of the three biomarkers in clinical samples were validated through RT-qPCR and IHC, consistently aligning with the results obtained from the public database. Conclusion: we identified three biomarkers and constructed a diagnostic model for EM in this study, these findings provide valuable insights for subsequent mechanistic research and clinical applications in the field of endometriosis.
Collapse
Affiliation(s)
- Fang-Li Pei
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jin-Jin Jia
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Shu-Hong Lin
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xiao-Xin Chen
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Li-Zheng Wu
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zeng-Xian Lin
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Bo-Wen Sun
- Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Cheng Zeng
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| |
Collapse
|
10
|
Bakun OV, Voloshynovych NS, Dyak KV, Ostapchuk VH, Koval HD, Piddubna AA, Iacoban SR. Probiotics and NLRP3 mRNA inflammasome levels in women with endometriosis-related infertility undergoing assisted reproductive technologies. J Med Life 2023; 16:1439-1444. [PMID: 38313171 PMCID: PMC10835550 DOI: 10.25122/jml-2023-0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 05/15/2023] [Indexed: 02/06/2024] Open
Abstract
This research was conducted at Bukovinian State Medical University and the Centre of Reproductive Medicine and included a total of 30 infertile women. The control group consisted of 10 women with tubal infertility resulting from a prior history of inflammation, who, following a comprehensive clinical and laboratory assessment, exhibited no other underlying health conditions and could be regarded as essentially healthy individuals. Participants in the control group ranged from 21 to 42 years, with an average age of 29.75 years. The control group did not receive the probiotic Femina Probiz. The main group, on the other hand, included 20 women diagnosed with external genital endometriosis who were undergoing assisted reproductive technologies. These patients were administered the probiotic Femina Probiz manufactured by Unic Biotech Ltd in India. They were instructed to take one tablet containing 10×10^9 Lactobacillus organisms twice daily for one month as part of their preparatory treatment before proceeding with assisted reproductive technologies. The levels of NLRP3 inflammasome were measured before and after this preparatory phase. The incidence of primary infertility was significantly higher in patients belonging to the main group.
Collapse
Affiliation(s)
| | | | | | | | - Halyna Danylivna Koval
- Department of Clinical Immunology, Allergology and Endocrinology, Bukovinian State Medical University, Chernivtsi, Ukraine
| | - Antonina Anatoliivna Piddubna
- Department of Clinical Immunology, Allergology and Endocrinology, Bukovinian State Medical University, Chernivtsi, Ukraine
| | - Simona Raluca Iacoban
- Department of Obstetrics and Gynecology, Polizu Clinical Hospital, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
| |
Collapse
|
11
|
Chen Y, Miao C, Zhao Y, Yang L, Wang R, Shen D, Ren N, Zhang Q. Inflammasomes in human reproductive diseases. Mol Hum Reprod 2023; 29:gaad035. [PMID: 37788097 DOI: 10.1093/molehr/gaad035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 09/20/2023] [Indexed: 10/05/2023] Open
Abstract
Inflammasomes are multi-protein complexes localized within immune and non-immune cells that induce caspase activation, proinflammatory cytokine secretion, and ultimately pyroptosis-a type of cell death. Inflammasomes are involved in a variety of human diseases, especially acute or chronic inflammatory diseases. In this review, we focused on the strong correlation between the NLRP3 inflammasome and various reproductive diseases, including ovarian aging or premature ovarian insufficiency, PCOS, endometriosis, recurrent spontaneous abortion, preterm labor, pre-eclampsia, and male subfertility, as well as the multifaceted role of NLRP3 in the pathogenesis and treatment of these diseases. In addition, we provide an overview of the structure and amplification of inflammasomes. This comprehensive review demonstrates the vital role of NLRP3 inflammasome activation in human reproductive diseases together with the underlying mechanisms, offers new insights for mechanistic studies of reproduction, and provides promising possibilities for the development of drugs targeting the NLRP3 inflammasome for the treatment of reproductive disorders in the future.
Collapse
Affiliation(s)
- Yun Chen
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Chenyun Miao
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Ying Zhao
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Liuqing Yang
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Ruye Wang
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Dan Shen
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Ning Ren
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Qin Zhang
- Department of TCM Gynecology, Hangzhou TCM Hospital affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| |
Collapse
|
12
|
Giudice LC, Oskotsky TT, Falako S, Opoku‐Anane J, Sirota M. Endometriosis in the era of precision medicine and impact on sexual and reproductive health across the lifespan and in diverse populations. FASEB J 2023; 37:e23130. [PMID: 37641572 PMCID: PMC10503213 DOI: 10.1096/fj.202300907] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Accepted: 07/26/2023] [Indexed: 08/31/2023]
Abstract
Endometriosis is a common estrogen-dependent disorder wherein uterine lining tissue (endometrium) is found mainly in the pelvis where it causes inflammation, chronic pelvic pain, pain with intercourse and menses, and infertility. Recent evidence also supports a systemic inflammatory component that underlies associated co-morbidities, e.g., migraines and cardiovascular and autoimmune diseases. Genetics and environment contribute significantly to disease risk, and with the explosion of omics technologies, underlying mechanisms of symptoms are increasingly being elucidated, although novel and effective therapeutics for pain and infertility have lagged behind these advances. Moreover, there are stark disparities in diagnosis, access to care, and treatment among persons of color and transgender/nonbinary identity, socioeconomically disadvantaged populations, and adolescents, and a disturbing low awareness among health care providers, policymakers, and the lay public about endometriosis, which, if left undiagnosed and under-treated can lead to significant fibrosis, infertility, depression, and markedly diminished quality of life. This review summarizes endometriosis epidemiology, compelling evidence for its pathogenesis, mechanisms underlying its pathophysiology in the age of precision medicine, recent biomarker discovery, novel therapeutic approaches, and issues around reproductive justice for marginalized populations with this disorder spanning the past 100 years. As we enter the next revolution in health care and biomedical research, with rich molecular and clinical datasets, single-cell omics, and population-level data, endometriosis is well positioned to benefit from data-driven research leveraging computational and artificial intelligence approaches integrating data and predicting disease risk, diagnosis, response to medical and surgical therapies, and prognosis for recurrence.
Collapse
Affiliation(s)
- Linda C. Giudice
- UCSF Stanford Endometriosis Center for Innovation, Training, and Community Outreach (ENACT)University of California, San FranciscoSan FranciscoCaliforniaUSA
- Center for Reproductive SciencesUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Tomiko T. Oskotsky
- UCSF Stanford Endometriosis Center for Innovation, Training, and Community Outreach (ENACT)University of California, San FranciscoSan FranciscoCaliforniaUSA
- Bakar Computational Health Sciences InstituteUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| | - Simileoluwa Falako
- UCSF Stanford Endometriosis Center for Innovation, Training, and Community Outreach (ENACT)University of California, San FranciscoSan FranciscoCaliforniaUSA
- Columbia University Vagelos College of Physicians and SurgeonsNew YorkNew YorkUSA
| | - Jessica Opoku‐Anane
- UCSF Stanford Endometriosis Center for Innovation, Training, and Community Outreach (ENACT)University of California, San FranciscoSan FranciscoCaliforniaUSA
- Division of Gynecologic Specialty SurgeryColumbia UniversityNew YorkNew YorkUSA
| | - Marina Sirota
- UCSF Stanford Endometriosis Center for Innovation, Training, and Community Outreach (ENACT)University of California, San FranciscoSan FranciscoCaliforniaUSA
- Bakar Computational Health Sciences InstituteUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
- Department of PediatricsUniversity of California, San FranciscoSan FranciscoCaliforniaUSA
| |
Collapse
|
13
|
Fan D, Wang X, Shi Z, Jiang Y, Zheng B, Xu L, Zhou S. Understanding endometriosis from an immunomicroenvironmental perspective. Chin Med J (Engl) 2023; 136:1897-1909. [PMID: 37439327 PMCID: PMC10431529 DOI: 10.1097/cm9.0000000000002649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Indexed: 07/14/2023] Open
Abstract
ABSTRACT Endometriosis, a heterogeneous, inflammatory, and estrogen-dependent gynecological disease defined by the presence and growth of endometrial tissues outside the lining of the uterus, affects approximately 5-10% of reproductive-age women, causing chronic pelvic pain and reduced fertility. Although the etiology of endometriosis is still elusive, emerging evidence supports the idea that immune dysregulation can promote the survival and growth of retrograde endometrial debris. Peritoneal macrophages and natural killer (NK) cells exhibit deficient cytotoxicity in the endometriotic microenvironment, leading to inefficient eradication of refluxed endometrial fragments. In addition, the imbalance of T-cell subtypes results in aberrant cytokine production and chronic inflammation, which contribute to endometriosis development. Although it remains uncertain whether immune dysregulation represents an initial cause or merely a secondary enhancer of endometriosis, therapies targeting altered immune pathways exhibit satisfactory effects in preventing disease onset and progression. Here, we summarize the phenotypic and functional alterations of immune cells in the endometriotic microenvironment, focusing on their interactions with microbiota and endocrine and nervous systems, and how these interactions contribute to the etiology and symptomology of endometriosis.
Collapse
Affiliation(s)
- Dian Fan
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE and State Key Laboratory of Biotherapy, West China Second Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, Sichuan 610041, China
| | - Xu Wang
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE and State Key Laboratory of Biotherapy, West China Second Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, Sichuan 610041, China
| | - Zhixian Shi
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE and State Key Laboratory of Biotherapy, West China Second Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, Sichuan 610041, China
| | | | - Bohao Zheng
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE and State Key Laboratory of Biotherapy, West China Second Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, Sichuan 610041, China
- Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu 214122, China
| | - Lian Xu
- Department of Pathology, West China Second Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Shengtao Zhou
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Defects and Related Diseases of Women and Children of MOE and State Key Laboratory of Biotherapy, West China Second Hospital, Sichuan University and Collaborative Innovation Center, Chengdu, Sichuan 610041, China
| |
Collapse
|
14
|
Seidita I, Tusa I, Prisinzano M, Menconi A, Cencetti F, Vannuccini S, Castiglione F, Bruni P, Petraglia F, Bernacchioni C, Rovida E, Donati C. Sphingosine 1-phosphate elicits a ROS-mediated proinflammatory response in human endometrial stromal cells via ERK5 activation. FASEB J 2023; 37:e23061. [PMID: 37389926 DOI: 10.1096/fj.202300323r] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 06/09/2023] [Accepted: 06/14/2023] [Indexed: 07/01/2023]
Abstract
Endometriosis is a chronic gynecological disease affecting ~10% women in the reproductive age characterized by the growth of endometrial glands and stroma outside the uterine cavity. The inflammatory process has a key role in the initiation and progression of the disorder. Currently, there are no available early diagnostic tests and therapy relies exclusively on symptomatic drugs, so that elucidation of the complex molecular mechanisms involved in the pathogenesis of endometriosis is an unmet need. The signaling of the bioactive sphingolipid sphingosine 1-phosphate (S1P) is deeply dysregulated in endometriosis. S1P modulates a variety of fundamental cellular processes, including inflammation, neo-angiogenesis, and immune responses acting mainly as ligand of a family of G-protein-coupled receptors named S1P receptors (S1PR), S1P1-5 . Here, we demonstrated that the mitogen-activated protein kinase ERK5, that is expressed in endometriotic lesions as determined by quantitative PCR, is activated by S1P in human endometrial stromal cells. S1P-induced ERK5 activation was shown to be triggered by S1P1/3 receptors via a SFK/MEK5-dependent axis. S1P-induced ERK5 activation was, in turn, responsible for the increase of reactive oxygen species and proinflammatory cytokine expression in human endometrial stromal cells. The present findings indicate that the S1P signaling, via ERK5 activation, supports a proinflammatory response in the endometrium and establish the rationale for the exploitation of innovative therapeutic targets for endometriosis.
Collapse
Affiliation(s)
- Isabelle Seidita
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Ignazia Tusa
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Matteo Prisinzano
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Alessio Menconi
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Francesca Cencetti
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Silvia Vannuccini
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Francesca Castiglione
- Histopathology and Molecular Diagnostics, Careggi University Hospital, Florence, Italy
| | - Paola Bruni
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Felice Petraglia
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Caterina Bernacchioni
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Elisabetta Rovida
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - Chiara Donati
- Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| |
Collapse
|
15
|
Chang LY, Shan J, Hou XX, Li DJ, Wang XQ. Synergy between Th1 and Th2 responses during endometriosis: A review of current understanding. J Reprod Immunol 2023; 158:103975. [PMID: 37331087 DOI: 10.1016/j.jri.2023.103975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 05/27/2023] [Accepted: 06/04/2023] [Indexed: 06/20/2023]
Abstract
Endometriosis is widely perceived as an estrogen-dependent chronic disorder with infertility and pelvic pain. Although the etiology of endometriosis has remained elusive, many studies have proclaimed the relevance of immune system disorders with endometriosis. With the discovery that the dysregulation of multiple biological functions in endometriosis is caused by the aberrant differentiation of T helper cells, a shift towards Th2 immune response may account for the disease progression. This review attempts to present mechanisms of cytokines, chemokines, signal pathways, transcription factors and some other factors related with the derivation of Th1/Th2 immune response involved in the development of endometriosis. The current understanding of treatment approaches and potential therapeutic targets will also be outlined with brief discussion.
Collapse
Affiliation(s)
- Ling-Yu Chang
- Hospital of Obstetrics and Gynecology, Fudan University, Shanghai Medical College, Shanghai 200011, China
| | - Jing Shan
- Hospital of Obstetrics and Gynecology, Fudan University, Shanghai Medical College, Shanghai 200011, China
| | - Xin-Xin Hou
- Academy of Integrative Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Da-Jin Li
- Hospital of Obstetrics and Gynecology, Fudan University, Shanghai Medical College, Shanghai 200011, China.
| | - Xiao-Qiu Wang
- Hospital of Obstetrics and Gynecology, Fudan University, Shanghai Medical College, Shanghai 200011, China.
| |
Collapse
|
16
|
Ono Y, Wada S, Ota H, Fukushi Y, Tanimura K, Yoshino O, Arase H, Yamada H. Anti-β2-glycoprotein I/HLA-DR antibody in infertility. J Reprod Immunol 2023; 158:103955. [PMID: 37253286 DOI: 10.1016/j.jri.2023.103955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 05/11/2023] [Accepted: 05/16/2023] [Indexed: 06/01/2023]
Abstract
To evaluate whether anti-β2-Glycoprotein I/HLA-DR (anti-β2GPI/HLA-DR) antibody is associated with pathophysiology of infertility, 224 women with infertility were enrolled from July 2020 to December 2021 in this prospective study. The serum levels of anti-β2GPI/HLA-DR antibody (normal < 73.3 U) were determined in 224 women with infertility. Backgrounds, causes and clinical factors were compared between women with and without anti-β2GPI/HLA-DR antibody. Forty (17.9 %) of the 224 women tested positive for anti-β2GPI/HLA-DR antibody. The prevalence of endometriosis was higher in women with anti-β2GPI/HLA-DR antibody than in women without the antibody (32.5 %, 13/40 vs. 17.4 %, 32/184; P = 0.048). Logistic regression analyses revealed that, among clinical factors and diseases, endometriosis was associated with anti-β2GPI/HLA-DR antibody positivity in infertile women (adjusted-odds ratio [OR] 3.01, 95 % confidence interval [CI] 1.30-6.99; P = 0.010). Twenty-three (15.5 %) of 148 women who underwent assisted reproductive technology (ART) tested positive for anti-β2GPI/HLA-DR antibody. The prevalence of recurrent implantation failure (RIF) defined as three or more implantation failures following in vitro fertilization and embryo transfers was higher in women with ART who tested positive for the antibody (43.5 %, 10/23) than in women with ART who tested negative (20.8 %, 26/125; P = 0.032). Logistic regression analyses revealed that RIF was associated with anti-β2GPI/HLA-DR antibody positivity in women with ART (adjusted-OR 2.92, 95 % CI 1.05-8.11; P = 0.040). Anti-β2GPI/HLA-DR antibody may be associated with the pathophysiology of infertility, endometriosis and RIF; and can be a potential therapeutic target in infertility.
Collapse
Affiliation(s)
- Yosuke Ono
- Department of Obstetrics and Gynecology, University of Yamanashi, 1110 Shimokawahigashi, Chuo City, Yamanashi Prefecture 409-3898, Japan; Department of Obstetrics and Gynecology, Teine Keijinkai Hospital, 1-40, 12-chome, Maeda, Teine-ku, Sapporo-shi 006-8555, Japan
| | - Shinichiro Wada
- Department of Obstetrics and Gynecology, Teine Keijinkai Hospital, 1-40, 12-chome, Maeda, Teine-ku, Sapporo-shi 006-8555, Japan
| | - Hajime Ota
- Department of Obstetrics and Gynecology, Teine Keijinkai Hospital, 1-40, 12-chome, Maeda, Teine-ku, Sapporo-shi 006-8555, Japan
| | - Yoshiyuki Fukushi
- Department of Obstetrics and Gynecology, Teine Keijinkai Hospital, 1-40, 12-chome, Maeda, Teine-ku, Sapporo-shi 006-8555, Japan
| | - Kenji Tanimura
- Department of Obstetrics and Gynecology, Kobe University Graduate School of Medicine, 7-5-1 Kusunoki-cho, Chuo-ku, Kobe 650-0017, Japan
| | - Osamu Yoshino
- Department of Obstetrics and Gynecology, University of Yamanashi, 1110 Shimokawahigashi, Chuo City, Yamanashi Prefecture 409-3898, Japan
| | - Hisashi Arase
- World Premier International Immunology Frontier Research Center, Research Institute for Microbial Diseases, Osaka University, Suita, Japan
| | - Hideto Yamada
- Center for Recurrent Pregnancy Loss, Teine Keijinkai Hospital, 1-40, 12-chome, Maeda, Teine-ku, Sapporo-shi 006-8555, Japan.
| |
Collapse
|
17
|
Kisovar A, Becker CM, Granne I, Southcombe JH. The role of CD8+ T cells in endometriosis: a systematic review. Front Immunol 2023; 14:1225639. [PMID: 37497226 PMCID: PMC10366819 DOI: 10.3389/fimmu.2023.1225639] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 06/26/2023] [Indexed: 07/28/2023] Open
Abstract
Background Endometriosis is a chronic disease affecting 6-10% of women of reproductive age. It is an important cause of infertility and chronic pelvic pain with poorly understood aetiology. CD8+ T (CD8 T) cells were shown to be linked to infertility and chronic pain and play a significant role in lesion clearance in other pathologies, yet their function in endometriosis is unknown. We systematically evaluated the literature on the CD8 T in peripheral blood and endometriosis-associated tissues to determine the current understanding of their pathophysiological and clinical relevance in the disease and associated conditions (e.g. infertility and pelvic pain). Methods Four databases were searched (MEDLINE, EMBASE, Web of Science, CINAHL), from database inception until September 2022, for papers written in the English language with database-specific relevant terms/free-text terms from two categories: CD8 T cells and endometriosis. We included peer-reviewed papers investigating CD8 T cells in peripheral blood and endometriosis-associated tissues of patients with surgically confirmed endometriosis between menarche and menopause, and animal models with oestrous cycles. Studies enrolling participants with other gynaecological pathologies (except uterine fibroids and tubal factor infertility used as controls), cancer, immune diseases, or taking immune or hormonal therapy were excluded. Results 28 published case-control studies and gene set analyses investigating CD8 T cells in endometriosis were included. Data consistently indicate that CD8 T cells are enriched in endometriotic lesions in comparison to eutopic endometrium, with no differences in peripheral blood CD8 T populations between patients and healthy controls. Evidence on CD8 T cells in peritoneal fluid and eutopic endometrium is conflicting. CD8 T cell cytotoxicity was increased in the menstrual effluent of patients, and genomic analyses have shown a clear trend of enriched CD8 T effector memory cells in the eutopic endometrium of patients. Conclusion Literature on CD8 T cells in endometriosis-associated tissues is inconsistent. Increased CD8 T levels are found in endometriotic lesions, however, their activation potential is understudied in all relevant tissues. Future research should focus on identifying clinically relevant phenotypes to support the development of non-invasive diagnostic and treatment strategies. Systematic Review Registration PROSPERO identifier CRD42021233304.
Collapse
Affiliation(s)
| | | | | | - Jennifer H. Southcombe
- Nuffield Department of Women’s and Reproductive Health, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
18
|
Kirschen GW, Hessami K, AlAshqar A, Afrin S, Lulseged B, Borahay M. Uterine Transcriptome: Understanding Physiology and Disease Processes. BIOLOGY 2023; 12:634. [PMID: 37106834 PMCID: PMC10136129 DOI: 10.3390/biology12040634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 04/16/2023] [Accepted: 04/20/2023] [Indexed: 04/29/2023]
Abstract
In recent years, transcriptomics has enabled us to gain a deeper understanding of fundamental reproductive physiology, including the menstrual cycle, through a more precise molecular analysis. The endometrial mRNA transcript levels fluctuate during the normal menstrual cycle, indicating changes in the relative recruitment and abundance of inflammatory cells, as well as changes in the receptivity and remodeling of the endometrium. In addition to providing a more comprehensive understanding of the molecular underpinnings of pathological gynecological conditions such as endometriosis, leiomyomas, and adenomyosis through RNA sequencing, this has allowed researchers to create transcriptome profiles during both normal menstrual cycles and pathological gynecological conditions. Such insights could potentially lead to more targeted and personalized therapies for benign gynecological conditions. Here, we provide an overview of recent advances in transcriptome analysis of normal and pathological endometrium.
Collapse
Affiliation(s)
- Gregory W. Kirschen
- Department of Gynecology & Obstetrics, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Kamran Hessami
- Maternal Fetal Care Center, Boston Children’s Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Abdelrahman AlAshqar
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT 06510, USA
| | - Sadia Afrin
- Department of Gynecology & Obstetrics, Johns Hopkins University, Baltimore, MD 21287, USA
| | | | - Mostafa Borahay
- Department of Gynecology & Obstetrics, Johns Hopkins University, Baltimore, MD 21287, USA
| |
Collapse
|
19
|
Jahanbani Y, Beiranvand T, Mamaghani PY, Aghebati-Maleki L, Yousefi M. Exosome- based technologies as a platform for diagnosis and treatment of male and female infertility-related diseases. J Reprod Immunol 2023; 156:103833. [PMID: 36805905 DOI: 10.1016/j.jri.2023.103833] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 02/02/2023] [Accepted: 02/13/2023] [Indexed: 02/17/2023]
Abstract
Nowadays, infertility related diseases become one of the basic challenges in societies. Human fertilization and fetal development are one of the most complex biological process, influenced by various factors, such as exosomes. Exosomes are Nano-sized bilayer-lipid membrane vesicles that play a role in mediating cell to cell communication in the reproductive system by serving as carriers of different biomolecules. Alterations in exosomes number and contents also can be seen in different male and female reproductive diseases in animals and human cases. These nanoparticles have great potential to become a large-scale therapeutic platform in the field of regenerative medicine. Diagnostic and therapeutic properties of exosomes have opened new windows of hope for using these compounds in the diagnosis and treatment of many diseases, especially pregnancy disorders. Various methods including direct injection, intravenous injection, intraperitoneal injection, oral administration, and hydrogel-based encapsulation for targeted delivery of exosomes have been investigated in different disease models. The most recent advances in the development of exosome-functionalized biomaterials that mediate enhanced preservation exosome bioactivity and controlled release, have been presented. This review highlights the potential medical applications of exosomes with emphasis on diagnostic and therapeutic effects of exosomes on male and female reproductive system related diseases. In addition, the advantages of the biomaterial-based exosome delivery systems have been examined in this review.
Collapse
Affiliation(s)
- Yalda Jahanbani
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran; Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Parisa Yazdi Mamaghani
- Research Center for Pharmaceutical Nanotechnology, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Leili Aghebati-Maleki
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Mehdi Yousefi
- Department of Immunology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| |
Collapse
|
20
|
Therapeutic effects of melatonin on endometriosis, targeting molecular pathways: Current knowledge and future perspective. Pathol Res Pract 2023; 243:154368. [PMID: 36774757 DOI: 10.1016/j.prp.2023.154368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 02/07/2023] [Accepted: 02/07/2023] [Indexed: 02/11/2023]
Abstract
Endometriosis, the very serious disease in women creates a huge financial burden worldwide, which is comparable to diabetes mellitus. In addition to the typical pelvic pain, endometriosis is related to low life quality and decreased work efficiency; clinical consequences include mood complaints, metabolic impairments, inflammation, immunologic problems, and elevated malignancy risks. Several risk factors are correlated with endometriosis including elevated oxidative and nitrosative stress, long-lasting inflammation, raised immune tolerance, as well as autoimmunity. Melatonin is a natural molecule present throughout both the plant and animal kingdoms. It has numerous functions as an antioxidant and anti-inflammatory agent. Due to the anti-proliferative, antioxidant, anti-inflammatory, and anti-invasive features of melatonin, it performances as a beneficial agent to limit endometriosis; this involves several pathways including antiestrogenic, antioxidant, anti-inflammatory, and anti-apoptosis effects, as well as reducing the growth of E2-induced endometriotic tissue. Moreover, melatonin can favor sleep quality and decrease the unwanted signs in the patients. However, most of the data on melatonin accured from experimental works and additional clinical trials are needed. This review summarizes what is currently known regarding the influence of melatonin on endometriosis. AVAILABILITY OF DATA AND MATERIAL: Not applicable.
Collapse
|
21
|
Ruiz-Magaña MJ, Puerta JM, Llorca T, Méndez-Malagón C, Martínez-Aguilar R, Abadía-Molina AC, Olivares EG, Ruiz-Ruiz C. Influence of the ectopic location on the antigen expression and functional characteristics of endometrioma stromal cells. Reprod Biomed Online 2023; 46:460-469. [PMID: 36586747 DOI: 10.1016/j.rbmo.2022.12.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/28/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022]
Abstract
RESEARCH QUESTION Are the alterations observed in the endometriotic cells, such as progesterone resistance, already present in the eutopic endometrium or acquired in the ectopic location? DESIGN The response to decidualization with progesterone and cyclic AMP for up to 28 days was compared in different endometrial stromal cell (EnSC) lines established from samples of endometriomas (eEnSC), eutopic endometrium from women with endometriosis (eBEnSC), endometrial tissue from healthy women (BEnSC) and menstrual blood from healthy donors (mEnSC). RESULTS Usual features of decidualized cells, such as changes in cell morphology and expression of prolactin, were similarly observed in the three types of eutopic EnSC studied, but not in the ectopic cells upon decidualization. Among the phenotypic markers analysed, CD105 was down-regulated under decidualization in all cell types (mEnSC, P = 0.005; BEnSC, P = 0.029; eBEnSC, P = 0.022) except eEnSC. mEnSC and BEnSC underwent apoptosis during decidualization, whereas eBEnSC and eEnSC were resistant to the induction of cell death. Lastly, migration studies revealed that mEnSC secreted undetermined factors during decidualization that inhibited cell motility, whereas eEnSC showed a significantly lower ability to produce those migration-regulating factors (P < 0.0001, P < 0.001 and P = 0.0013 for the migration of mEnSC at 24, 48 and 72 h, respectively; P < 0.0001 for the migration of eEnSC at all times studied). CONCLUSIONS This study provides novel insights into the differences between endometriotic and eutopic endometrial cells and reinforces the idea that the microenvironment in the ectopic location plays additional roles in the acquisition of the alterations that characterize the cells of the endometriotic foci.
Collapse
Affiliation(s)
- María José Ruiz-Magaña
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain
| | - José M Puerta
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Hospital Quirón Ruber Juan Bravo, Madrid, Spain
| | - Tatiana Llorca
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain
| | - Cristina Méndez-Malagón
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain
| | - Rocío Martínez-Aguilar
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain; Medical Research Council Centre for Reproductive Health, University of Edinburgh, Scotland, UK
| | - Ana Clara Abadía-Molina
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain
| | - Enrique G Olivares
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain; Unidad de Gestión Clínica Laboratorios, Complejo Hospitalario Universitario de Granada, Granada, Spain.
| | - Carmen Ruiz-Ruiz
- Instituto de Biopatología y Medicina Regenerativa, Centro de Investigación Biomédica, Universidad de Granada, Armilla, Granada, Spain; Departamento de Bioquímica y Biología Molecular III e Inmunología, Universidad de Granada, Granada, Spain.
| |
Collapse
|
22
|
Gou Y, Wang H, Wang T, Wang H, Wang B, Jiao N, Yu Y, Cao Y, Wang H, Zhang Z. Ectopic endometriotic stromal cells-derived lactate induces M2 macrophage polarization via Mettl3/Trib1/ERK/STAT3 signalling pathway in endometriosis. Immunology 2023; 168:389-402. [PMID: 36069580 DOI: 10.1111/imm.13574] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 08/13/2022] [Indexed: 11/29/2022] Open
Abstract
Endometriosis is a gynaecological condition characterized by the growth of endometrium-like tissues within and outside of the pelvic cavity. Recent studies have demonstrated that aberrant infiltration of M2 macrophages is mainly responsible for the establishment of endometriotic lesions. A growing body of evidence shows that glycolysis and lactate accumulation have great impact on the regulation of immunomicroenvironment. However, the communication signal between glycolysis and macrophages is poorly defined in endometriosis. Hereby, we investigate the correlation between glycolysis and M2 macrophage infiltration in endometriosis. Next, we confirm that lactate is pivotal factor that drives macrophage M2-polarization to promote endometriotic stromal cells invasion in vitro and in vivo. In addition, we also identify that the activation of Mettl3 and its target gene Trib1 promote M2 macrophage polarization. Moreover, we also demonstrate that Trib1 induce M2 macrophage polarization via the activation of ERK/STAT3 signalling pathway. Finally, by injecting 2-DG into endometriosis mice model, we show that the restrain of glycolysis significantly reduces the progression of endometriosis, which provides evidence for lactate as a potential therapeutic strategy for the prevention and treatment of endometriosis.
Collapse
Affiliation(s)
- Yanling Gou
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Han Wang
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Tong Wang
- Department of Obstetrics and Gynecology, Harbin Red Cross Central Hospital, Harbin, China
| | - Hongli Wang
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Beidi Wang
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Na Jiao
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yangyang Yu
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yingying Cao
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Honglin Wang
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zongfeng Zhang
- Department of Obstetrics and Gynecology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| |
Collapse
|
23
|
Shan J, Li DJ, Wang XQ. Towards a Better Understanding of Endometriosis-Related Infertility: A Review on How Endometriosis Affects Endometrial Receptivity. Biomolecules 2023; 13:biom13030430. [PMID: 36979365 PMCID: PMC10046640 DOI: 10.3390/biom13030430] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/16/2023] [Accepted: 02/22/2023] [Indexed: 03/02/2023] Open
Abstract
Endometriosis is the most common cause of infertility. Endometrial receptivity has been suggested to contribute to infertility and poor reproductive outcomes in affected women. Even though experimental and clinical data suggest that the endometrium differs in women with endometriosis, the pathogenesis of impaired endometrial receptivity remains incomplete. Therefore, this review summarizes the potential mechanisms that affect endometrial function and contribute to implantation failure. Contemporary data regarding hormone imbalance, inflammation, and immunoregulatory dysfunction will be reviewed here. In addition, genetic, epigenetic, glycosylation, metabolism and microRNA in endometriosis-related infertility/subfertility will be summarized. We provide a brief discussion and perspectives on their future clinical implications in the diagnosis and therapy to improve endometrial function in affected women.
Collapse
Affiliation(s)
- Jing Shan
- Obstetrics and Gynecology Hospital of Fudan University, Shanghai 200011, China
| | - Da-Jin Li
- Obstetrics and Gynecology Hospital of Fudan University, Shanghai 200011, China
- Department of Obstetrics and Gynecology, Hainan Medical College Affiliated Hospital, Haikou 571100, China
- Correspondence: (D.-J.L.); (X.-Q.W.)
| | - Xiao-Qiu Wang
- Obstetrics and Gynecology Hospital of Fudan University, Shanghai 200011, China
- Correspondence: (D.-J.L.); (X.-Q.W.)
| |
Collapse
|
24
|
Vazgiourakis VM, Zervou MI, Papageorgiou L, Chaniotis D, Spandidos DA, Vlachakis D, Eliopoulos E, Goulielmos GN. Association of endometriosis with cardiovascular disease: Genetic aspects (Review). Int J Mol Med 2023; 51:29. [PMID: 36799179 PMCID: PMC9943539 DOI: 10.3892/ijmm.2023.5232] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Accepted: 02/07/2023] [Indexed: 02/17/2023] Open
Abstract
Cardiovascular disease (CVD) comprises a broad spectrum of pathological conditions that affect the heart or blood vessels, including sequelae that arise from damaged vasculature in other organs of the body, such as the brain, kidneys or eyes. Atherosclerosis is a chronic inflammatory disease of the arterial intima and is the primary cause of coronary artery disease, peripheral vascular disease, heart attack, stroke and renal pathology. It represents a leading cause of mortality worldwide and the loss of human productivity that is marked by an altered immune response. Endometriosis is a heritable, heterogeneous, common gynecological condition influenced by multiple genetic, epigenetic and environmental factors, affecting up to 10% of the female population of childbearing age, causing pain and infertility; it is characterized by the ectopic growth of endometrial tissue outside the uterine cavity. Of note, epidemiological data obtained thus far have suggested a link between endometriosis and the risk of developing CVD. The similarities observed in specific molecular and cellular pathways of endometriosis and CVD may be partially explained by a shared genetic background. The present review presents and discusses the shared genetic factors which have been reported to be associated with the development of both disorders.
Collapse
Affiliation(s)
- Vassilios M. Vazgiourakis
- Intensive Care Unit, University Hospital of Larissa, University of Thessaly, Faculty of Medicine, 41110 Larissa, Greece
| | - Maria I. Zervou
- Section of Molecular Pathology and Human Genetics, Department of Internal Medicine, School of Medicine, University of Crete, 71403 Heraklion, Greece,Correspondence to: Dr Maria I. Zervou, Section of Molecular Pathology and Human Genetics, Department of Internal Medicine, School of Medicine, University of Crete, University Campus of Voutes, 71403 Heraklion, Greece, E-mail:
| | - Louis Papageorgiou
- Department of Biomedical Sciences, School of Health and Care Sciences, University of West Attica, 12243 Athens, Greece,Laboratory of Genetics, Department of Biotechnology, Agricultural University of Athens, 11855 Athens, Greece
| | - Dimitrios Chaniotis
- Department of Biomedical Sciences, School of Health and Care Sciences, University of West Attica, 12243 Athens, Greece
| | - Demetrios A. Spandidos
- Laboratory of Clinical Virology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Dimitrios Vlachakis
- Laboratory of Genetics, Department of Biotechnology, Agricultural University of Athens, 11855 Athens, Greece
| | - Elias Eliopoulos
- Laboratory of Genetics, Department of Biotechnology, Agricultural University of Athens, 11855 Athens, Greece
| | - George N. Goulielmos
- Section of Molecular Pathology and Human Genetics, Department of Internal Medicine, School of Medicine, University of Crete, 71403 Heraklion, Greece,Department of Internal Medicine, University Hospital of Heraklion, 71500 Heraklion, Greece
| |
Collapse
|
25
|
Qiao X, Wu L, Liu D, Pei T, Huang W. Existence of chronic endometritis and its influence on pregnancy outcomes in infertile women with minimal/mild endometriosis. Int J Gynaecol Obstet 2023; 160:628-634. [PMID: 35780459 DOI: 10.1002/ijgo.14326] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/21/2022] [Accepted: 07/01/2022] [Indexed: 01/20/2023]
Abstract
OBJECTIVE This study aimed to evaluate the prevalence of chronic endometritis (CE) in women with minimal/mild endometriosis and to analyze whether CE affects their pregnancy outcomes. METHODS This retrospective study included 201 infertile women who were diagnosed with minimal/mild endometriosis after undergoing hysteroscopy combined with laparoscopy from January 2016 to December 2018. Immunohistochemistry was used to detect CD138 and CD38, which are specific markers of plasma cells in the endometrial stroma to diagnose CE. Subsequently, we investigated the prevalence of CE and the effects of CE on spontaneous cumulative pregnancy rate, live birth rate, and miscarriage rate within 24 months after surgery. RESULTS The prevalence of CE in infertile women with minimal/mild endometriosis was 24.38%. Patients diagnosed with CE showed a significantly lower cumulative pregnancy rate and live birth rate compared with women without CE (46.51% vs. 71.13% [P = 0.004]; 44.19% vs. 63.38% [P = 0.025]). However, the rate of miscarriage in women with CE was also lower than in women without CE (0 vs. 7.04%, P = 0.074). CONCLUSION Since CE had an adverse effect on cumulative pregnancy rate and live birth rate in infertile women with minimal/mild endometriosis, we suggested that diagnosis and treatment of CE may improve their pregnancy outcomes.
Collapse
Affiliation(s)
- Xinyu Qiao
- Division of Reproductive Medicine, West China Second University Hospital of Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Chengdu, China.,NHC Key Laboratory of Chronobiology of Sichuan University, Chengdu, China
| | - Lukanxuan Wu
- Division of Reproductive Medicine, West China Second University Hospital of Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Chengdu, China.,NHC Key Laboratory of Chronobiology of Sichuan University, Chengdu, China
| | - Dong Liu
- Division of Reproductive Medicine, West China Second University Hospital of Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Chengdu, China
| | - Tianjiao Pei
- Division of Reproductive Medicine, West China Second University Hospital of Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Chengdu, China
| | - Wei Huang
- Division of Reproductive Medicine, West China Second University Hospital of Sichuan University, Chengdu, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Chengdu, China.,NHC Key Laboratory of Chronobiology of Sichuan University, Chengdu, China
| |
Collapse
|
26
|
The Abundance and Function of Neutrophils in the Endometriosis Systemic and Pelvic Microenvironment. Mediators Inflamm 2023; 2023:1481489. [PMID: 36762287 PMCID: PMC9904898 DOI: 10.1155/2023/1481489] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 12/07/2022] [Accepted: 12/16/2022] [Indexed: 02/03/2023] Open
Abstract
Endometriosis is a common inflammatory illness in which endometrial tissue grows outside the uterine cavity. Immune dysfunction is now widely acknowledged as the primary cause of endometriosis. The immune cell population represented by neutrophils is thought to play an essential role in the etiology, pathophysiology, and associated clinical outcome. There is growing evidence that neutrophils have a role in chronic and aseptic inflammatory diseases, and endometriosis patients have increased levels of neutrophils in plasma, peritoneal fluid, and ectopic endometrium. Here, we sought to review the function of neutrophils in the pathogenesis of endometriosis, with an emphasis on the role of neutrophils in regulating endometrial angiogenesis and the local inflammatory microenvironment.
Collapse
|
27
|
Qiaomei Z, Ping W, Yanjing Z, Jinhua W, Shaozhan C, Lihong C. Features of peritoneal dendritic cells in the development of endometriosis. Reprod Biol Endocrinol 2023; 21:4. [PMID: 36639763 PMCID: PMC9837895 DOI: 10.1186/s12958-023-01058-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 01/10/2023] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Emerging evidence of immunological dysfunction have been described in endometriosis. Dendritic cells (DCs), one of the main antigen-presenting cells, are specialized in the initiation and modulation of the adaptive immune response. Emerging studies demonstrated both endometrial and circulating differences in DCs populations in women with endometriosis. However, the role and mechanism of peritoneal DCs in endometriosis is still unclear. The present study was undertaken to explore the features of peritoneal DCs in the pathogenesis of endometriosis. This study is beneficial to further clarify the cause of endometriosis and provide a new insight into the medical treatment for endometriosis. METHODS The study included 12 women with endometriosis and 11 women without endometriosis. The C57BL6 mouse model of endometriosis was established by intraperitoneal injection of endometrial segments. The peritoneal DCs of endometriosis patients and mouse models were analyzed by fluorescence associated cell sorting (FACS) examination. RESULTS Increased cell density of peritoneal DCs were observed in endometriosis patients. Moreover, the proportion of mature DCs (mDCs, CD80highCD1alow cells) in the peritoneal DCs was lower whereas the proportion of immature DCs (iDCs, CD80lowCD1ahigh cells) was increased in endometriosis patients. Similarly, the cell density of peritoneal DCs in murine models increased immediately after the injection of endometrial tissues and reached the highest level at 14 days. In addition, the proportion of mDCs (CD11chighCD80high cells) in the peritoneal DCs decreased immediately after the injection of endometrial tissues and then increased with the time until 42 days, but still lower than the control group. In contrast, the proportion of iDCs (CD11chighCD80low cells) in the peritoneal DCs showed the opposite dynamic changes. However, after treated with LPS, the mDCs proportion was significantly increased, leading to lower volume and weight of the endometriosis lesions. CONCLUSIONS Increased level of peritoneal DCs facilitated the pathogenesis of endometriosis lesions, especially in the early stage of the disease. Furthermore, peritoneal DCs maturation played an important role in the development of endometriosis.
Collapse
Affiliation(s)
- Zheng Qiaomei
- Department of Obstetrics and Gynecology, Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, 20 Chazhong Road, Fuzhou, Fujian, 350005, People's Republic of China
- Department of Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 999 Huashan Road, Fuzhou, Fujian, 350212, People's Republic of China
| | - Wu Ping
- Department of Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 999 Huashan Road, Fuzhou, Fujian, 350212, People's Republic of China
- Department of Pathology, the First Affiliated Hospital, Fujian Medical University, 20 Chazhong Road, Fuzhou, Fujian, 350005, People's Republic of China
| | - Zhao Yanjing
- Department of Surgery, 92403 Military Hospital, Fuzhou, Fujian, 350015, People's Republic of China
| | - Wang Jinhua
- Department of Obstetrics and Gynecology, Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, 20 Chazhong Road, Fuzhou, Fujian, 350005, People's Republic of China
- Department of Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 999 Huashan Road, Fuzhou, Fujian, 350212, People's Republic of China
| | - Chen Shaozhan
- Department of Obstetrics and Gynecology, Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, 20 Chazhong Road, Fuzhou, Fujian, 350005, People's Republic of China
- Department of Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 999 Huashan Road, Fuzhou, Fujian, 350212, People's Republic of China
| | - Chen Lihong
- Department of Obstetrics and Gynecology, Fujian Key Laboratory of Precision Medicine for Cancer, the First Affiliated Hospital, Fujian Medical University, 20 Chazhong Road, Fuzhou, Fujian, 350005, People's Republic of China.
- Department of Gynecology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, 999 Huashan Road, Fuzhou, Fujian, 350212, People's Republic of China.
| |
Collapse
|
28
|
Bakun OV, Andriiets OA, Hresko MD, Voloshynovych NS, Koval HD, Dudka YA. A NEW APPROACH TO ASSISTED REPRODUCTIVE TECHNOLOGIES PREPARATION IN WOMEN WITH ENDOMETRIOSIS ASSOCIATED INFERTILITY USING PROBIOTICS. POLSKI MERKURIUSZ LEKARSKI : ORGAN POLSKIEGO TOWARZYSTWA LEKARSKIEGO 2023; 51:234-238. [PMID: 37589108 DOI: 10.36740/merkur202303108] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
Abstract
OBJECTIVE Aim: To examine the expression Nlrp3-inflammasome in the blood of women with endometriosis-associated infertility using assisted reproductive technologies with included probiotic and estimate a new approach with included probiotic for preparation to assisted reproductive technologies. PATIENTS AND METHODS Materials and methods: For the purpose of the research we examined 30 infertile women. Control group consisted of 10 women with tubal infertility due to an inflammatory process in the anamnesis, in whom, as a result of a complex clinical and laboratory examination, no other diseases were detected and in terms of their health they could be equated with practically healthy women (age from 21 to 42 years, the average age was 29.75 years) and who did not take probiotic. The main group consists from 20 women with external genital endometriosis were included in assisted reproductive technologies. Patients from main group took probiotic produced by Unic Biotech Ltd, India. 1 tablet twice a day with 10×109 Lactobacillus during 1 month in complex preparation (treatment) before assisted reproductive technologies. The indices of Nlrp3 - Inflammasome determined before and after preparation. The study was performer in Bukovinian State Medical University and Centre of Reproductive Medicine. To analyze the expression of the NLPP3-inflammasome gene and determine the relative normalized expression of NLPP3 mRNA, we used the polymerase chain reaction with reverse transcription in real time (RT-PCR). The object for molecular genetic studies by the RT-PCR method was the fraction of mononuclear cells isolated from the whole blood of patients with endometriosis. The value of p (authenticity difference) was determined by Student's table-Fischer. Differences between contrasting averages were considered significant at p <0.05. RESULTS Results: Analized the results of our research stated that in main group expression of Nlrp-3 inflammasome was 24,43, which is significantly higher than after preparation (0,70 accordingly). In control group expression of Nlrp3-inflammasome was 0,54. Expression of Nlrp-3 inflammasome increased in patients before preparation more than 34 times compare with patients after preparation accordingly. CONCLUSION Conclusions: consequently, after using probiotic, the increased level of Nlrp3-inflammasome sharply decreases, indicating the effectiveness and the possibility of use in the programme for assisted reproductive technologies preparation.
Collapse
Affiliation(s)
- Oksana V Bakun
- BUKOVINIAN STATE MEDICAL UNIVERSITY, CHERNIVTSI, UKRAINE
| | | | | | | | - Halyna D Koval
- BUKOVINIAN STATE MEDICAL UNIVERSITY, CHERNIVTSI, UKRAINE
| | | |
Collapse
|
29
|
Fonseca BM, Pinto B, Costa L, Felgueira E, Rebelo I. Increased expression of NLRP3 inflammasome components in granulosa cells and follicular fluid interleukin(IL)-1beta and IL-18 levels in fresh IVF/ICSI cycles in women with endometriosis. J Assist Reprod Genet 2023; 40:191-199. [PMID: 36469254 PMCID: PMC9840724 DOI: 10.1007/s10815-022-02662-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/16/2022] [Indexed: 12/12/2022] Open
Abstract
The inflammasomes are a family of recently described multi-protein cytoplasmic sensors that orchestrate the inflammatory response and participate in a variety of inflammatory conditions. We hypothesized that the activation of pyrin domain‑containing protein 3 (NLRP3) inflammasome by granulosa cells (hGCs) may be activated in women with endometriosis and influence oocyte maturation and IVF outcomes. We performed a cross-sectional study to investigate the NLRP3 inflammasome status in follicular fluid (FF) and in hGCs from 44 women undergoing controlled ovarian stimulation for IVF/ICSI. Study subjects were divided into two groups according to the infertility etiology: group with tubal or male factor (control, n = 22) vs. group with endometriosis (n = 22). The FF IL-1beta and IL-18 levels in the endometriosis group were significantly higher than those in the non-endometriosis group, i.e., 5010 pg/mL and 2738 pg/mL, respectively (p < 0.05). No correlation was found between clinical pregnancy and live birth rate and analyzed inflammasome component levels (p > 0.05). In addition, the hGCs from endometriosis women demonstrated high expression of NLRP3 inflammasome at both protein and mRNA levels. Higher expression of inflammasome components within the ovary compartment may result from the exaggerated inflammatory state associated with endometriosis and thus impact the fertility of these women.
Collapse
Affiliation(s)
- Bruno M Fonseca
- UCIBIO-REQUIMTE, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Porto, Portugal.
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Rua de Jorge Viterbo Ferreira No. 228, 4050-313, Porto, Portugal.
| | - Beatriz Pinto
- UCIBIO-REQUIMTE, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Porto, Portugal
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Rua de Jorge Viterbo Ferreira No. 228, 4050-313, Porto, Portugal
| | - Lia Costa
- UCIBIO-REQUIMTE, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Porto, Portugal
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Rua de Jorge Viterbo Ferreira No. 228, 4050-313, Porto, Portugal
- Unidade de Medicina da Reprodução Dra. Ingeborg Chaves, Centro Hospitalar de Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
| | - Eduarda Felgueira
- Unidade de Medicina da Reprodução Dra. Ingeborg Chaves, Centro Hospitalar de Vila Nova de Gaia/Espinho, Vila Nova de Gaia, Portugal
| | - Irene Rebelo
- UCIBIO-REQUIMTE, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Porto, Portugal.
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, Laboratório de Bioquímica, Departamento de Ciências Biológicas, Faculdade de Farmácia da Universidade Do Porto, Rua de Jorge Viterbo Ferreira No. 228, 4050-313, Porto, Portugal.
| |
Collapse
|
30
|
Raos M, Mathiasen M, Seyer-Hansen M. Impact of surgery on fertility among patients with deep infiltrating endometriosis. Eur J Obstet Gynecol Reprod Biol 2023; 280:174-178. [PMID: 36508855 DOI: 10.1016/j.ejogrb.2022.12.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 11/11/2022] [Accepted: 12/04/2022] [Indexed: 12/12/2022]
Abstract
OBJECTIVE The aim of the study was to investigate pregnancy and live birth rate after surgical resection of rectosigmoid deep infiltrating endometriosis (DIE), and study if complications affect these rates. STUDY DESIGN Historical case series. 193 patients with rectosigmoid DIE and pregnancy intention undergoing a rectosigmoid resection for DIE from January 2009 to May 2019. All operations were performed at the Department of Obstetrics and Gynecology, Aarhus University Hospital, Denmark. Surgical and fertility outcome data were obtained through patient files. Anonymized data was analyzed statistically. Normally distributed continuous variables are stated as means, categorical data as percentages and time to pregnancy as Kaplan-Meier failure function. Live birth rates stratified on complications were tested with chi2 test. RESULTS 117 patients became pregnant postoperatively with a pregnancy and live birth rate of 60.6% and 53.9%, respectively. 39 patients (20.2%) became pregnant spontaneously and 78 patients (40.4%) by intrauterine insemination or assisted reproductive technologies. Median time to pregnancy after surgery was 12.4 months (range: 0.4-58). Clavien-Dindo complication grade III (none grade IV) was registered among 16.6%. These patients had pregnancy and live birth rates of 50%, not statistically significantly different from those without complications. CONCLUSIONS Postoperative pregnancy and live birth rates after resection of rectosigmoid endometriosis in this study are in line with conservative treatment, when comparing with the literature. Interestingly, complications (Clavien-Dindo grade III) did not affect live birth rate or time to pregnancy.
Collapse
Affiliation(s)
- Maja Raos
- Department of Clinical Medicine, Aarhus University, Incuba Skejby, Building 2, Palle Juul-Jensens Boulevard 82, 8200 Aarhus N, Denmark; Department of Urology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200 Aarhus N, Denmark
| | - Mie Mathiasen
- Department of Urology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200 Aarhus N, Denmark.
| | - Mikkel Seyer-Hansen
- Department of Clinical Medicine, Aarhus University, Incuba Skejby, Building 2, Palle Juul-Jensens Boulevard 82, 8200 Aarhus N, Denmark; Department of Obstetrics and Gynecology, Aarhus University Hospital, Palle Juul-Jensens Boulevard 99, 8200 Aarhus N, Denmark
| |
Collapse
|
31
|
Uzuner C, Mak J, El-Assaad F, Condous G. The bidirectional relationship between endometriosis and microbiome. Front Endocrinol (Lausanne) 2023; 14:1110824. [PMID: 36960395 PMCID: PMC10028178 DOI: 10.3389/fendo.2023.1110824] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/21/2023] [Indexed: 03/09/2023] Open
Abstract
Endometriosis has been described by many different theories of pathogenesis over the years. It is now also appreciated to be a state of chronic inflammation, and the role of immune dysfunction in its development has been proven. There is increasing evidence to support the role of the microbiome in the formation and progression of endometriosis via inflammatory pathways. The dysbiosis seen in endometriosis is thought to be both causative and a consequence of the pathogenesis. Gut, peritoneal fluid and female reproductive tract microbiota has been studied to understand if there are any microbiome signatures specific to endometriosis. New research on how to manipulate the microbiome for better detection and treatment of endometriosis is emerging.
Collapse
Affiliation(s)
- Cansu Uzuner
- Endometriosis Ultrasound and Advanced Endosurgery Unit, Sydney Medical School Nepean, University of Sydney, Nepean Hospital, Sydney, NSW, Australia
- *Correspondence: Cansu Uzuner,
| | - Jason Mak
- Endometriosis Ultrasound and Advanced Endosurgery Unit, Sydney Medical School Nepean, University of Sydney, Nepean Hospital, Sydney, NSW, Australia
| | - Fatima El-Assaad
- University of New South Wales Microbiome Research Centre, St. George and Sutherland Clinical Campuses, School of Clinical Medicine, Faculty of Medicine and Health, University of New South Wales, Sydney, NSW, Australia
| | - George Condous
- Endometriosis Ultrasound and Advanced Endosurgery Unit, Sydney Medical School Nepean, University of Sydney, Nepean Hospital, Sydney, NSW, Australia
| |
Collapse
|
32
|
Irandoost E, Najibi S, Talebbeigi S, Nassiri S. Focus on the role of NLRP3 inflammasome in the pathology of endometriosis: a review on molecular mechanisms and possible medical applications. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2022; 396:621-631. [PMID: 36542122 DOI: 10.1007/s00210-022-02365-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 12/08/2022] [Indexed: 12/24/2022]
Abstract
Endometriosis (EMS) is a gynecological disease that leads to pathological conditions, which are connected to the initiation of pro-inflammatory cytokine production. Inflammation plays a vital role in the pathogenesis of EMS. The activation and formation of cytoplasmic inflammasome complexes is considered an important step of inflammation and a key regulator of pyroptosis, a form of cell death. NLR family pyrin domain containing 3 (NLRP3) inflammasome complex modulates innate immune activity and inflammation. The NLRP3 inflammasome activates cysteine protease caspase-1, which produces active pro-inflammatory interleukins (ILs), including IL-1β and IL-18. The aim of this review article was to discuss the involvement of NLRP3 inflammasome assembly and its activation in the pathophysiology of EMS and target related pathways in designing appropriate therapeutic approaches. Dysregulation of sex hormone signaling pathways was associated with over-activation of the NLPR3 inflammasome. In this study, we demonstrated the involvement of NLRP3 inflammasome signaling pathways in the pathophysiology of EMS. The manuscript also discusses the beneficial effects of targeted therapy through synthetic inhibitors of NLRP3 signaling pathways to control EMS lesions.
Collapse
Affiliation(s)
- Elnaz Irandoost
- Department of Gynecology and Obstetrics, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Shaparak Najibi
- Department of Gynecology and Obstetrics, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Saba Talebbeigi
- Department of Gynecology and Obstetrics, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Saina Nassiri
- Department of Gynecology and Obstetrics, Faculty of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
| |
Collapse
|
33
|
Xu Z, Zhao H, Yue C, Zhang L, Li M, Du Y, Zhang N, Yan L. Low STING expression promotes endometrial stromal cell invasion and migration via the STING/IRF-3/IFN-β1 pathway in eutopic endometrium of women with endometriosis. Gynecol Endocrinol 2022; 38:1129-1135. [PMID: 36509095 DOI: 10.1080/09513590.2022.2154338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Aims: The primary aim of the current study was to elucidate the function of the stimulator of interferon genes (STING) in the eutopic endometrium of women with endometriosis. Materials and Methods: STING expression and signaling pathways were verified by western blot analysis and immunohistochemistry after si-STING treatment. Cell proliferation and invasion and migration were assessed using 5-ethynyl-2'-deoxyuridine and transwell assays, respectively. Results: Within endometriosis tissues, STING was primarily expressed in the stroma of the eutopic endometrium and glandular epithelium of the ectopic endometrium. However, STING expression was significantly lower in the eutopic endometrium of patients with endometriosis compared to controls (p < 0.05). Additionally, cell proliferation (0.2866 ± 0.01470 vs. 0.6911 ± 0.01796, ****p < 0.0001), invasion (130.0 ± 6.296 vs. 424.1 ± 22.31, ****p < 0.0001), and migration (82.93 ± 6.940 vs. 82.93 ± 6.940, ****p < 0.0001) were significantly increased in the si-STING groups. Moreover, following si-STING transfection, the expression of phosphorylated IRF-3 and TBK1 that are involved in STING/IRF3/IFNb1 signaling pathway decreased. The addition of exogenous IFN-β1 effectively increased stromal cell invasion (IFN-β1-NC vs. IFN-β1-si-STING 274.7 ± 7.767 vs. 135.7 ± 12.63, ***p < 0.0001) and migration (IFN-β1-NC and IFN-β1-si-STING 28.53 ± 3.625 vs. 28.53 ± 3.625, ***p < 0.0001) without significantly impacting cell proliferation (si-STING vs. IFN-1β-si-STING 0.6874 ± 0.02081 vs. 0.7187 ± 0.02638, p = 0.795). Conclusions: The STING signaling pathway plays an important role in endometrial stromal cell proliferation, invasion and migration associated with endometriosis.
Collapse
Affiliation(s)
- Zhen Xu
- Medical Genetic and Prenatal Diagnosis Center, Key Laboratory of Birth Regulation and Control Technology of National Health Commission of China, Key Laboratory for Improving Birth Outcome Technique, Maternal and Child Health Care Hospital of Shandong Province, Jinan, China
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Heng Zhao
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Caixin Yue
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Lixia Zhang
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
- Maternal and Child Health and Family Planning Service Center of Yanggu County, Liaocheng, China
| | - Muzi Li
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Yanbo Du
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| | - Na Zhang
- Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Lei Yan
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- National Research Center for Assisted Reproductive Technology and Reproductive Genetics, Key Laboratory of Reproductive Endocrinology, Shandong University, Ministry of Education, Jinan, China
- Shandong Provincial Key Laboratory of Reproductive Medicine, Jinan, China
| |
Collapse
|
34
|
Devlin MJ, Miller R, Laforets F, Kotantaki P, Garsed DW, Kristeleit R, Bowtell DD, McDermott J, Maniati E, Balkwill FR. The Tumor Microenvironment of Clear-Cell Ovarian Cancer. Cancer Immunol Res 2022; 10:1326-1339. [PMID: 36095166 PMCID: PMC9627265 DOI: 10.1158/2326-6066.cir-22-0407] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 07/01/2022] [Accepted: 09/02/2022] [Indexed: 01/07/2023]
Abstract
Some patients with advanced clear-cell ovarian cancer (CCOC) respond to immunotherapy; however, little is known about the tumor microenvironment (TME) of this relatively rare disease. Here, we describe a comprehensive quantitative and topographical analysis of biopsies from 45 patients, 9 with Federation Internationale des Gynaecologistes et Obstetristes (FIGO) stage I/II (early CCOC) and 36 with FIGO stage III/IV (advanced CCOC). We investigated 14 immune cell phenotype markers, PD-1 and ligands, and collagen structure and texture. We interrogated a microarray data set from a second cohort of 29 patients and compared the TMEs of ARID1A-wildtype (ARID1Awt) versus ARID1A-mutant (ARID1Amut) disease. We found significant variations in immune cell frequency and phenotype, checkpoint expression, and collagen matrix between the malignant cell area (MCA), leading edge (LE), and stroma. The MCA had the largest population of CD138+ plasma cells, the LE had more CD20+ B cells and T cells, whereas the stroma had more mast cells and αSMA+ fibroblasts. PD-L2 was expressed predominantly on malignant cells and was the dominant PD-1 ligand. Compared with early CCOC, advanced-stage disease had significantly more fibroblasts and a more complex collagen matrix, with microarray analysis indicating "TGFβ remodeling of the extracellular matrix" as the most significantly enriched pathway. Data showed significant differences in immune cell populations, collagen matrix, and cytokine expression between ARID1Awt and ARID1Amut CCOC, which may reflect different paths of tumorigenesis and the relationship to endometriosis. Increased infiltration of CD8+ T cells within the MCA and CD4+ T cells at the LE and stroma significantly associated with decreased overall survival.
Collapse
Affiliation(s)
- Michael-John Devlin
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
- Department of Medical Oncology, St Bartholomew's Hospital, London, United Kingdom
| | - Rowan Miller
- Department of Medical Oncology, St Bartholomew's Hospital, London, United Kingdom
- Department of Medical Oncology, University College London Hospital, London, United Kingdom
| | - Florian Laforets
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Panoraia Kotantaki
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Dale W. Garsed
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Rebecca Kristeleit
- Medical Oncology Department, Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom
| | | | - Jacqueline McDermott
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Eleni Maniati
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Frances R. Balkwill
- Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| |
Collapse
|
35
|
Chen CC, Chou YC, Hsu CY, Tsai EM, Er TK. Transcriptome Profiling of Eutopic and Ectopic Endometrial Stromal Cells in Women with Endometriosis Based on High-Throughput Sequencing. Biomedicines 2022; 10:biomedicines10102432. [PMID: 36289693 PMCID: PMC9598494 DOI: 10.3390/biomedicines10102432] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 09/13/2022] [Accepted: 09/26/2022] [Indexed: 11/20/2022] Open
Abstract
Endometriosis is a common gynecological disease that affects approximately 5–10% of reproductive-aged women. However, the etiology and pathophysiology of endometriosis are currently unclear. The objective of this study was to identify a potential pathogenic gene of endometriosis using RNA sequencing (RNA-seq) analysis. Human endometrial stromal cells were isolated from four patients receiving surgical treatment for endometriosis during laparoscopic surgery, and RNA-seq was used to examine differentially expressed genes (DEGs) in eutopic and ectopic endometrial stromal cells. The functional significance of the differentially expressed genes was analyzed using Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. A total of 1309 upregulated and 663 downregulated genes were identified through the analysis of the transcriptomes of eutopic and ectopic endometrial stromal cells. Furthermore, KEGG analysis indicated that these DEGs were mainly enriched in the PI3K-Akt signaling pathway, cytokine–cytokine receptor interaction, and MAPK signaling pathway. Our study identified differential gene expression in eutopic as compared to ectopic endometrial tissue stromal cells. We strongly believe that our findings can bring new insights into the underlying mechanisms of endometriosis. However, future research is necessary to clarify the roles of the identified genes.
Collapse
Affiliation(s)
- Chih-Chieh Chen
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung 804, Taiwan
| | - Yung-Che Chou
- Division of Laboratory Medicine, Asia University Hospital, Asia University, Taichung 413, Taiwan
| | - Chia-Yi Hsu
- Department of Obstetrics and Gynecology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
| | - Eing-Mei Tsai
- Department of Obstetrics and Gynecology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan
| | - Tze-Kiong Er
- Division of Laboratory Medicine, Asia University Hospital, Asia University, Taichung 413, Taiwan
- Department of Medical Laboratory Science and Biotechnology, Asia University, Taichung 413, Taiwan
- Correspondence:
| |
Collapse
|
36
|
Sieg W, Kiewisz J, Podolak A, Jakiel G, Woclawek-Potocka I, Lukaszuk J, Lukaszuk K. Inflammation-Related Molecules at the Maternal–Fetal Interface during Pregnancy and in Pathologically Altered Endometrium. Curr Issues Mol Biol 2022; 44:3792-3808. [PMID: 36135172 PMCID: PMC9497515 DOI: 10.3390/cimb44090260] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Revised: 08/04/2022] [Accepted: 08/15/2022] [Indexed: 11/23/2022] Open
Abstract
The blastocyst expresses paternally derived alloantigens and induces inflammation during implantation. However, it is necessary for the onset of pregnancy. An abnormal response might result in a pathological course of pregnancy or pregnancy failure. On the other hand, a state of maternal immune tolerance is necessary to ensure the normal development of pregnancy by suppressing inflammatory processes. This article discusses recognized mechanisms and the significance of inflammatory processes for embryo implantation and pregnancy establishment. We would also like to present disorders involving excessive inflammatory response and their influence on events occurring during embryo implantation. The chain of correlation between the processes responsible for embryo implantation and the subsequent physiological course of pregnancy is complicated. Many of those interrelationships are still yet to be discovered. Undoubtedly, their recognition will give hope to infertile couples for the emergence of new treatments that will increase the chance of giving birth to a healthy child.
Collapse
Affiliation(s)
| | - Jolanta Kiewisz
- Department of Human Histology and Embryology, Medical Faculty, Collegium Medicum, University of Warmia and Mazury in Olsztyn, 10-561 Olsztyn, Poland
| | - Amira Podolak
- Department of Obstetrics and Gynecology Nursing, Medical University of Gdansk, 80-210 Gdansk, Poland
- Correspondence:
| | - Grzegorz Jakiel
- Invicta Research and Development Center, 81-740 Sopot, Poland
- The Center of Postgraduate Medical Education, 1st Department of Obstetrics and Gynecology, University of Gdansk, 01-004 Warsaw, Poland
| | - Izabela Woclawek-Potocka
- Department of Gamete and Embryo Biology, Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, 10-748 Olsztyn, Poland
| | - Jakub Lukaszuk
- Invicta Research and Development Center, 81-740 Sopot, Poland
| | - Krzysztof Lukaszuk
- Invicta Research and Development Center, 81-740 Sopot, Poland
- Department of Obstetrics and Gynecology Nursing, Medical University of Gdansk, 80-210 Gdansk, Poland
| |
Collapse
|
37
|
Miller JE, Lingegowda H, Sisnett DJ, Metz CN, Gregersen PK, Koti M, Tayade C. T helper 17 axis and endometrial macrophage disruption in menstrual effluent provides potential insights into the pathogenesis of endometriosis. F&S SCIENCE 2022; 3:279-287. [PMID: 35697654 DOI: 10.1016/j.xfss.2022.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 04/24/2022] [Accepted: 04/28/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To identify immune cells, cytokines, and immune cell transcriptome in the menstrual effluent (ME) of women with endometriosis compared with that of healthy donors. DESIGN Live immune cells were isolated from human ME samples and were analyzed by flow cytometry to identify various immune cell populations. Selected cytokines from the same patients were evaluated using multiplex cytokine analyses. The transcriptome of the immune cell population was subsequently profiled using NanoString nCounter's PanCancer Immune panel. SETTING Academic institution. PATIENT(S) Surgically confirmed endometriosis patients (n = 14) and healthy fertile donors (n = 19). INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) In-depth immune cell profiling of ME obtained from women with endometriosis compared with that of healthy donors. RESULT(S) ME analysis revealed that the number of T helper 17 (TH17) cells was significantly lower in patients with endometriosis compared with that of healthy donors; the number of macrophages was also lower (P=.06) in the former. Multiplex cytokine analysis revealed significantly lower transforming growth factor α in the ME "serum" of patients with endometriosis. Transcriptomic analysis of CD45+ cells revealed 47 differentially expressed genes, mainly associated with the TH17 axis (IL10, IL23A, and IL6), as well as genes associated with macrophage signaling/activation (CD74, CD83, CXCL16, and CCL3). CONCLUSION(S) We demonstrate for the first time that the levels of TH17 axis, macrophages, and transforming growth factor α were altered in the ME of women with endometriosis compared with that of healthy donors. These findings shed light on the potential immune pathways that could partly explain the pathogenesis and progression of endometriosis. Future large-scale studies on ME samples are warranted to exploit the use of these markers to study the pathogenesis of endometriosis.
Collapse
Affiliation(s)
- Jessica E Miller
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | | | - Danielle J Sisnett
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada
| | - Christine N Metz
- The Feinstein Institutes for Medical Research, Institute of Molecular Medicine, Northwell Health, Manhasset, New York
| | - Peter K Gregersen
- The Feinstein Institutes for Medical Research, Institute of Molecular Medicine, Northwell Health, Manhasset, New York
| | - Madhuri Koti
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada; Department of Obstetrics and Gynecology, Kingston General Hospital, Kingston, Ontario, Canada
| | - Chandrakant Tayade
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, Ontario, Canada.
| |
Collapse
|
38
|
Blass I, Sahar T, Shraibman A, Ofer D, Rappoport N, Linial M. Revisiting the Risk Factors for Endometriosis: A Machine Learning Approach. J Pers Med 2022; 12:jpm12071114. [PMID: 35887611 PMCID: PMC9317820 DOI: 10.3390/jpm12071114] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 05/16/2022] [Accepted: 07/05/2022] [Indexed: 11/30/2022] Open
Abstract
Endometriosis is a condition characterized by implants of endometrial tissues into extrauterine sites, mostly within the pelvic peritoneum. The prevalence of endometriosis is under-diagnosed and is estimated to account for 5-10% of all women of reproductive age. The goal of this study was to develop a model for endometriosis based on the UK-biobank (UKB) and re-assess the contribution of known risk factors to endometriosis. We partitioned the data into those diagnosed with endometriosis (5924; ICD-10: N80) and a control group (142,723). We included over 1000 variables from the UKB covering personal information about female health, lifestyle, self-reported data, genetic variants, and medical history prior to endometriosis diagnosis. We applied machine learning algorithms to train an endometriosis prediction model. The optimal prediction was achieved with the gradient boosting algorithms of CatBoost for the data-combined model with an area under the ROC curve (ROC-AUC) of 0.81. The same results were obtained for women from a mixed ethnicity population of the UKB (7112; ICD-10: N80). We discovered that, prior to being diagnosed with endometriosis, affected women had significantly more ICD-10 diagnoses than the average unaffected woman. We used SHAP, an explainable AI tool, to estimate the marginal impact of a feature, given all other features. The informative features ranked by SHAP values included irritable bowel syndrome (IBS) and the length of the menstrual cycle. We conclude that the rich population-based retrospective data from the UKB are valuable for developing unified machine learning endometriosis models despite the limitations of missing data, noisy medical input, and participant age. The informative features of the model may improve clinical utility for endometriosis diagnosis.
Collapse
Affiliation(s)
- Ido Blass
- The Rachel and Selim Benin School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 91904, Israel;
| | - Tali Sahar
- Alan Edwards Pain Management Unit, McGill University Health Centre, Montreal, QC H3G 1A4, Canada;
| | - Adi Shraibman
- Department of Computer Science, The Academic College of Tel Aviv-Yaffo, Tel Aviv 69978, Israel;
| | - Dan Ofer
- Department of Software and Information Systems Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Be’er Sheva 84105, Israel;
| | - Nadav Rappoport
- Department of Biological Chemistry, Institute of Life Sciences, The Hebrew University of Jerusalem, Jerusalem 91904, Israel;
| | - Michal Linial
- Department of Software and Information Systems Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Be’er Sheva 84105, Israel;
- Correspondence: ; Tel.: +972-54-8820035
| |
Collapse
|
39
|
Marquardt RM, Ahn SH, Reske JJ, Chandler RL, Petroff MG, Kim TH, Jeong JW. Endometrial Epithelial ARID1A Is Required for Uterine Immune Homeostasis during Early Pregnancy. Int J Mol Sci 2022; 23:ijms23116067. [PMID: 35682747 PMCID: PMC9181301 DOI: 10.3390/ijms23116067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 05/13/2022] [Accepted: 05/24/2022] [Indexed: 12/14/2022] Open
Abstract
A growing body of work suggests epigenetic dysregulation contributes to endometriosis pathophysiology and female infertility. The chromatin remodeling complex subunit AT-rich interaction domain 1A (ARID1A) must be properly expressed to maintain normal uterine function. Endometrial epithelial ARID1A is indispensable for pregnancy establishment in mice through regulation of endometrial gland function; however, ARID1A expression is decreased in infertile women with endometriosis. We hypothesized that ARID1A performs critical operations in the endometrial epithelium necessary for fertility besides maintaining gland function. To identify alterations in uterine gene expression resulting from loss of epithelial ARID1A, we performed RNA-sequencing analysis on pre-implantation uteri from LtfiCre/+Arid1af/f and control mice. Differential expression analysis identified 4181 differentially expressed genes enriched for immune-related ingenuity canonical pathways including agranulocyte adhesion and diapedesis and natural killer cell signaling. RT-qPCR confirmed an increase in pro-inflammatory cytokine and macrophage-related gene expression but a decrease in natural killer cell signaling. Immunostaining confirmed a uterus-specific increase in macrophage infiltration. Flow cytometry delineated an increase in inflammatory macrophages and a decrease in uterine dendritic cells in LtfiCre/+Arid1af/f uteri. These findings demonstrate a role for endometrial epithelial ARID1A in suppressing inflammation and maintaining uterine immune homeostasis, which are required for successful pregnancy and gynecological health.
Collapse
Affiliation(s)
- Ryan M. Marquardt
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
- Cell and Molecular Biology Program, College of Natural Science, Michigan State University, East Lansing, MI 48824, USA;
| | - Soo Hyun Ahn
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824, USA;
| | - Jake J. Reske
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Ronald L. Chandler
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Margaret G. Petroff
- Cell and Molecular Biology Program, College of Natural Science, Michigan State University, East Lansing, MI 48824, USA;
- Department of Pathobiology and Diagnostic Investigation, College of Veterinary Medicine, Michigan State University, East Lansing, MI 48824, USA;
- Department of Microbiology and Molecular Genetics, Michigan State University, East Lansing, MI 48824, USA
| | - Tae Hoon Kim
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
| | - Jae-Wook Jeong
- Department of Obstetrics, Gynecology and Reproductive Biology, Michigan State University, Grand Rapids, MI 49503, USA; (R.M.M.); (J.J.R.); (R.L.C.); (T.H.K.)
- Correspondence: ; Tel.: +1-61-6234-0987
| |
Collapse
|
40
|
Hecht JL, Janikova M, Choudhury R, Liu F, Canesin G, Janovicova L, Csizmadia E, Jorgensen EM, Esselen KM, Celec P, Swanson KD, Wegiel B. Labile Heme and Heme Oxygenase-1 Maintain Tumor-Permissive Niche for Endometriosis-Associated Ovarian Cancer. Cancers (Basel) 2022; 14:2242. [PMID: 35565370 PMCID: PMC9105072 DOI: 10.3390/cancers14092242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 04/12/2022] [Accepted: 04/26/2022] [Indexed: 01/12/2023] Open
Abstract
Endometriosis, a painful gynecological condition accompanied by inflammation in women of reproductive age, is associated with an increased risk of ovarian cancer. We evaluated the role of peritoneal heme accumulated during menstrual cycling, as well as peritoneal and lesional macrophage phenotype, in promoting an oncogenic microenvironment. We quantified the heme-degrading enzyme, heme oxygenase-1 (HO-1, encoded by Hmox1) in normal peritoneum, endometriotic lesions and endometriosis-associated ovarian cancer (EAOC) of clear cell type (OCCC). HO-1 was expressed primarily in macrophages and increased in endometrioma and OCCC tissues relative to endometriosis and controls. Further, we compared cytokine expression profiles in peritoneal macrophages (PM) and peripheral blood mononuclear cells (PBMC) in women with endometriosis versus controls as a measure of a tumor-promoting environment in the peritoneum. We found elevated levels of HO-1 along with IL-10 and the pro-inflammatory cytokines (IL-1β, IL-16, IFNγ) in PM but not in PBMC from endometriosis patients. Using LysM-Cre:Hmox1flfl conditional knockout mice, we show that a deficiency of HO-1 in macrophages led to the suppression of growth of ID8 ovarian tumors implanted into the peritoneum. The restriction of ID8 ovarian tumor growth was associated with an increased number of Mac3+ macrophage and B cells in LysM-Cre:Hmox1flfl mice compared to controls. Functional experiments in ovarian cancer cell lines show that HO-1 is induced by heme. Low levels of exogenous heme promoted ovarian cancer colony growth in soft agar. Higher doses of heme led to slower cancer cell colony growth in soft agar and the induction of HO-1. These data suggest that perturbation of heme metabolism within the endometriotic niche and in cancer cells themselves may be an important factor that influences tumor initiation and growth.
Collapse
Affiliation(s)
- Jonathan L. Hecht
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave, Boston, MA 02215, USA;
| | - Monika Janikova
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
- Faculty of Medicine, Institute of Molecular Biomedicine, Comenius University in Bratislava, 814 99 Bratislava, Slovakia;
| | - Reeham Choudhury
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
| | - Fong Liu
- Department of OB/GYN, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115, USA; (F.L.); (E.M.J.); (K.M.E.)
- Greater Baltimore Medical Center, 6569 Charles Street, Towson, MD 21204, USA
| | - Giacomo Canesin
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
- Vor Biopharma, 100 Cambridgepark Dr, Suite 400, Cambridge, MA 02140, USA
| | - Lubica Janovicova
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
- Faculty of Medicine, Institute of Molecular Biomedicine, Comenius University in Bratislava, 814 99 Bratislava, Slovakia;
| | - Eva Csizmadia
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
| | - Elisa M. Jorgensen
- Department of OB/GYN, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115, USA; (F.L.); (E.M.J.); (K.M.E.)
| | - Katharine M. Esselen
- Department of OB/GYN, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02115, USA; (F.L.); (E.M.J.); (K.M.E.)
| | - Peter Celec
- Faculty of Medicine, Institute of Molecular Biomedicine, Comenius University in Bratislava, 814 99 Bratislava, Slovakia;
| | - Kenneth D. Swanson
- Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA;
| | - Barbara Wegiel
- Department of Surgery, Division of Surgical Sciences, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA; (M.J.); (R.C.); (G.C.); (L.J.); (E.C.)
| |
Collapse
|
41
|
Vargas E, García-Moreno E, Aghajanova L, Salumets A, Horcajadas JA, Esteban FJ, Altmäe S. The mid-secretory endometrial transcriptomic landscape in endometriosis: a meta-analysis. Hum Reprod Open 2022; 2022:hoac016. [PMID: 35464885 PMCID: PMC9022214 DOI: 10.1093/hropen/hoac016] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 03/16/2022] [Indexed: 12/01/2022] Open
Abstract
STUDY QUESTION Do women with endometriosis have a different endometrial gene expression profile at the time of embryo implantation than women without endometriosis? SUMMARY ANSWER The endometrial gene expression profile of women with endometriosis differs from that of women without endometriosis at the mid-secretory phase, although the differences are small. WHAT IS KNOWN ALREADY About 50% of women with endometriosis suffer infertility. Several molecular studies have suggested impaired endometrial receptivity in women with endometriosis, while others have detected no dysregulation of endometrial receptivity. Nevertheless, the previous endometrial transcriptome studies comparing women with and without endometriosis have been performed in small sample size with limited statistical power. We set out to systematically search and compile data of endometrial gene expression signatures at the receptive phase in women with endometriosis versus control women. Based on the obtained data, we conducted a meta-analysis of differentially expressed genes in order to raise the power of the analysis for identifying the molecular profiles of receptive phase endometria in endometriosis. STUDY DESIGN, SIZE, DURATION A systematic literature search was conducted up to February 2022 following PRISMA criteria and included PubMed, Cochrane and Web of Science databases. For the systematic search, the term ‘endometriosis’ was paired with the terms ‘transcriptomics’, ‘transcriptome’, ‘gene expression’, ‘RNA-seq’, ‘sequencing’ and ‘array’, by using the Boolean operator ‘AND’ to connect them. Articles written in English were screened and interrogated for data extraction. PARTICIPANTS/MATERIALS, SETTING, METHODS A meta-analysis was performed on the selected studies to extract the differentially expressed genes described at the mid-secretory phase in women with endometriosis versus women without endometriosis in natural cycles, using the robust rank aggregation method. In total, transcriptome data of 125 women (78 patients and 47 controls) were meta-analysed, with a special focus on endometrial receptivity-specific genes based on commercial endometrial receptivity tests. MAIN RESULTS AND THE ROLE OF CHANCE In total, 8 studies were eligible for the quantitative meta-analysis, gathering transcriptome data from the mid-secretory phase endometria of 125 women. A total of 7779 differentially expressed transcripts between the study groups were retrieved (3496 up-regulated and 4283 down-regulated) and were meta-analysed. After stringent multiple correction, there was no differential expression of any single molecule in the endometrium of women with endometriosis versus controls, while enrichment analysis detected that the pathways of chemotaxis and locomotion are dysregulated in endometriosis. Further analysis of endometrial receptivity-specific genes highlighted dysregulation of C4BPA, MAOA and PAEP and enrichment of immune and defence pathways in women with endometriosis. LIMITATIONS, REASONS FOR CAUTION Most of the studies included into the meta-analysis were relatively small and had different study designs, which might have contributed to a bias. WIDER IMPLICATIONS OF THE FINDINGS The current meta-analysis supports the hypothesis that endometrial receptivity is altered in women with endometriosis, although the changes are small. The molecules and pathways identified could serve as future biomarkers and therapeutical targets in detecting and treating endometriosis-associated infertility. STUDY FUNDING/COMPETING INTEREST(S) The authors declare no competing interests. This work was supported by the Spanish Ministry of Education, Culture and Sport [grant FPU15/01193] and the Margarita Salas program for the Requalification of the Spanish University system [grant UJAR01MS]; Spanish Ministry of Economy, Industry and Competitiveness (MINECO) and European Regional Development Fund (FEDER): grants RYC-2016-21199 and ENDORE SAF2017-87526-R; Programa Operativo FEDER Andalucía (B-CTS-500-UGR18; A-CTS-614-UGR20); the Junta de Andalucía [BIO-302; and PAIDI P20_00158]; the University of Jaén [PAIUJA-EI_CTS02_2017]; the University of Granada, Plan Propio de Investigación 2016, Excellence actions: Units of Excellence; Unit of Excellence on Exercise and Health (UCEES), and by the Junta de Andalucía, Consejería de Conocimiento, Investigación y Universidades and European Regional Development Fund (ERDF), ref. SOMM17/6107/UGR; the Estonian Research Council (grant PRG1076); Horizon 2020 innovation (ERIN, grant no. EU952516) of the European Commission and Enterprise Estonia (grant EU48695). TRIAL REGISTRATION NUMBER The systematic review was registered at PROSPERO (identifier: CRD42020122054).
Collapse
Affiliation(s)
- E Vargas
- Systems Biology Unit, Department of Experimental Biology, Faculty of Experimental Sciences, University of Jaén, Jaén, 23003, Spain
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, 18071, Spain
- Instituto de Investigación Biosanitaria ibs. GRANADA, Granada, 18014, Spain
| | - E García-Moreno
- Immunology Unit,Hospital Universitario Puerta del Mar, Cádiz, Cádiz, 11009, Spain
| | - L Aghajanova
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Stanford School of Medicine, Sunnyvale, CA, 94305, USA
| | - A Salumets
- Competence Centre on Health Technologies, Tartu, 50410, Estonia
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, 17177, Sweden
- Department of Obstetrics and Gyneaecology, Institute of Clinical Medicine, University of Tartu, Tartu, 50406, Estonia
| | - J A Horcajadas
- University Pablo de Olavide, Sevilla, Sevilla, 41013, Spain
| | - F J Esteban
- Systems Biology Unit, Department of Experimental Biology, Faculty of Experimental Sciences, University of Jaén, Jaén, 23003, Spain
| | - S Altmäe
- Department of Biochemistry and Molecular Biology, Faculty of Sciences, University of Granada, Granada, 18071, Spain
- Instituto de Investigación Biosanitaria ibs. GRANADA, Granada, 18014, Spain
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Stanford School of Medicine, Sunnyvale, CA, 94305, USA
| |
Collapse
|
42
|
Chopyak VV, Koval HD, Havrylyuk AM, Lishchuk-Yakymovych KA, Potomkina HA, Kurpisz MK. Immunopathogenesis of endometriosis - a novel look at an old problem. Cent Eur J Immunol 2022; 47:109-116. [PMID: 35600152 PMCID: PMC9115599 DOI: 10.5114/ceji.2022.113830] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 01/11/2022] [Indexed: 11/17/2022] Open
Abstract
This review aims to cast a look at endometriosis as a chronic and progressive gynecological disease.Endometriosis-affected tissues show a variety of pathologic features: alterations in cell growth, apoptosis, activation, angiogenesis, cell adhesion, and cytokine production. Fresh endometriotic lesions are associated with induction of an inflammatory reaction represented by overproduction of prostaglandins (PGE2), metalloproteinases (MMP-2, -3, -9), cytokines (IL-1β, IL-8, IFN-γ, TNF-α, MCP-1 and MIF) and adhesive molecules (ICAM-1, VCAM-1) and activation of synthesis of reactive oxygen and nitrogen species. The inflammatory process may lead to defective folliculogenesis by an altered follicular milieu. An increase in the number and change in function of macrophages, T- and B-lymphocytes and reduction of NK cells have been reported. Treg lymphocytes are known to play an extremely important role in controlling and modulating changes in the aberrant immune response in endometriosis. Dysregulation of the immune system results in both increased progression of endometriosis and its severity. In inflammatory conditions the immune cells provide immune defense at the local level - in peritoneal fluid - and could further cause: 1) a decrease of the number of NK CD16+ cells with expression of KIRs and an increase of NK CD57+; 2) increased numbers of CD8+ cells and CD11b- immature dendritic cells; 3) an increase of FoxP3 expression in the regulatory T cell (Treg) population; 4) an increase of macrophages activating T- and B-lymphocytes leading to elevated synthesis of cytokines and/or autoantibodies. We may conclude that endometriosis resembles an immunodependent disease with the autoimmune background and breakdown of immunosuppressive mechanisms. Further immunological investigations may open a new avenue to discover innovative immunomodulatory treatments of endometriosis.
Collapse
Affiliation(s)
| | | | | | | | | | - Maciej K. Kurpisz
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland
| |
Collapse
|
43
|
Endometrial cytokines in patients with and without endometriosis evaluated for infertility. Fertil Steril 2022; 117:629-640. [DOI: 10.1016/j.fertnstert.2021.11.024] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 11/10/2021] [Accepted: 11/11/2021] [Indexed: 12/14/2022]
|
44
|
Le N, Cregger M, Fazleabas A, Braundmeier-Fleming A. Effects of endometriosis on immunity and mucosal microbial community dynamics in female olive baboons. Sci Rep 2022; 12:1590. [PMID: 35102185 PMCID: PMC8803974 DOI: 10.1038/s41598-022-05499-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 01/11/2022] [Indexed: 12/13/2022] Open
Abstract
Endometriosis is defined as the growth of endometrial tissue in ectopic locations, and is associated with altered immune and microbial phenotypes. It is unclear if these changes are the result of the disease or may be causative. We induced endometriosis in non-human primates (Papio Anubis) to test our hypothesis that the growth of endometriotic lesions results in alterations in immune and microbial dynamics that may advance disease progression. Baboon samples were collected pre-inoculation (prior to disease induction), at 3, 6, 9, and 15 months after disease induction. Tolerant regulatory T-cells (Tregs) and inflammatory T-helper 17 (Th17) cells were identified in peripheral blood and within the eutopic/ectopic endometrial tissues. Microbiome communities were identified in fecal/urine samples. The induction of endometriosis decreased peripheral Tregs cells while Th17 cells increased at all post-induction collections, thus reducing the Tregs:Th17 cells ratio, indicating systemic inflammation. Microbiome diversity and abundance were altered at each sample site after disease induction. Thus, induction of endometriosis in baboons caused an immune shift toward an inflammatory profile and altered mucosal microbial profiles, which may drive inflammation through production of inflammatory mediators. Immune and microbial profiling may lead to innovative diagnostic tools and novel therapies for endometriosis treatment.
Collapse
Affiliation(s)
- Nhung Le
- Department of Obstetrics and Gynecology, Department of Medical Microbiology, Immunology and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL, 62702, USA
| | | | | | - Andrea Braundmeier-Fleming
- Department of Obstetrics and Gynecology, Department of Medical Microbiology, Immunology and Cell Biology, Southern Illinois University School of Medicine, Springfield, IL, 62702, USA.
| |
Collapse
|
45
|
Marchandot B, Curtiaud A, Matsushita K, Trimaille A, Host A, Faller E, Garbin O, Akladios C, Jesel L, Morel O. Endometriosis and cardiovascular disease. EUROPEAN HEART JOURNAL OPEN 2022; 2:oeac001. [PMID: 35919664 PMCID: PMC9242051 DOI: 10.1093/ehjopen/oeac001] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/13/2021] [Indexed: 11/21/2022]
Abstract
Endometriosis is a chronic gynaecological disease affecting 1 in 10 reproductive-age women. It is defined as the presence of endometrium-like tissue outside the uterus. Beyond this placid anatomical definition, endometriosis is a complex, hormonal, inflammatory, and systemic condition that poses significant familial, psychological, and economic burden. The interaction between the cardiovascular system and endometriosis has become a field of interest as the underlying mutual mechanisms become better understood. On the basis of accumulating fundamental and clinical evidence, it is likely that there exists a close relationship between endometriosis and the cardiovascular system. Therefore, investigating the endometriosis-cardiovascular interaction is highly clinically significant. In this review, we highlight our current understanding of the pathophysiology of endometriosis with systemic hormonal, pro-inflammatory, pro-angiogenic, immunologic, and genetic processes beyond the peritoneal microenvironment. Additionally, we provide current clinical evidence about how endometriosis interacts with cardiovascular risk factors and cardiovascular disease (CVD). To date, only small associations between endometriosis and CVD have been reported in observational studies, inherently limited by the potential influence of unmeasured confounding. Cardiovascular disease in women with endometriosis remains understudied, under-recognized, and underdiagnosed. More detailed study of the cardiovascular-endometriosis interaction is needed to fully understand its clinical relevance, underlying pathophysiology, possible means of early diagnosis and prevention.
Collapse
Affiliation(s)
- Benjamin Marchandot
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Anais Curtiaud
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Kensuke Matsushita
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- INSERM (French National Institute of Health and Medical Research), UMR 1260, Regenerative Nanomedicine, FMTS, Strasbourg, France
| | - Antonin Trimaille
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- INSERM (French National Institute of Health and Medical Research), UMR 1260, Regenerative Nanomedicine, FMTS, Strasbourg, France
| | - Aline Host
- Department of Obstetrics and Gynecology, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- ENDOALSACE, Strasbourg Expert Center for Endometriosis, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Emilie Faller
- Department of Obstetrics and Gynecology, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- ENDOALSACE, Strasbourg Expert Center for Endometriosis, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Olivier Garbin
- Department of Obstetrics and Gynecology, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- ENDOALSACE, Strasbourg Expert Center for Endometriosis, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Chérif Akladios
- Department of Obstetrics and Gynecology, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- ENDOALSACE, Strasbourg Expert Center for Endometriosis, Hautepierre Hospital, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
| | - Laurence Jesel
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- INSERM (French National Institute of Health and Medical Research), UMR 1260, Regenerative Nanomedicine, FMTS, Strasbourg, France
| | - Olivier Morel
- Division of Cardiovascular Medicine, Nouvel Hopital Civil, Strasbourg University Hospital, 1 place de l’Hôpital, 67000 Strasbourg, France
- INSERM (French National Institute of Health and Medical Research), UMR 1260, Regenerative Nanomedicine, FMTS, Strasbourg, France
| |
Collapse
|
46
|
Frincu F, Carp-Veliscu A, Petca A, Badiu DC, Bratila E, Cirstoiu M, Mehedintu C. Maternal-Fetal Outcomes in Women with Endometriosis and Shared Pathogenic Mechanisms. MEDICINA (KAUNAS, LITHUANIA) 2021; 57:1258. [PMID: 34833476 PMCID: PMC8625694 DOI: 10.3390/medicina57111258] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 11/13/2021] [Accepted: 11/16/2021] [Indexed: 12/20/2022]
Abstract
The connection between endometriosis and pregnancy outcomes is trending among the research topics. Until recently, endometriosis and its painful symptomatology were considered to be alleviated by pregnancy. However, these beliefs have shifted, as emerging literature has demonstrated the role of this condition in affecting pregnancy evolution. The underlying pathogenesis of endometriosis is still poorly understood, all the more when pregnancy complications are involved. Debatable opinions on endometriosis associated with obstetric complications exist because of the potential bias resulting from the heterogeneity of preceding evidence. This review aims to evaluate the connection between endometriosis and adverse pregnancy outcomes and their shared pathogenic mechanisms. We searched PubMed and EMBASE and focused on the studies that include placenta praevia, premature rupture of membranes, spontaneous preterm birth, gestational hypertension, preeclampsia, obstetric hemorrhages (ante- and postpartum bleeding, abruptio placentae), miscarriage, stillbirth, neonatal death, gestational diabetes mellitus, gestational cholestasis, small for gestational age, and their association with endometriosis. Not only the risks of emergence were highlighted, but also the pathogenic connections. Epigenetic alterations of some genes were found to be mirrored both in endometriosis and obstetric complications. This review issues a warning for providing increased attention to pregnant women with endometriosis and newborns as higher risks of preeclampsia, placental issues, and preterm deliveries are associated.
Collapse
Affiliation(s)
- Francesca Frincu
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| | - Andreea Carp-Veliscu
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| | - Aida Petca
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| | - Dumitru-Cristinel Badiu
- Department of General Surgery, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania;
| | - Elvira Bratila
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| | - Monica Cirstoiu
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| | - Claudia Mehedintu
- Department of Obstetrics and Gynecology, “Carol Davila” University of Medicine and Pharmacy, 020021 Bucharest, Romania; (F.F.); (A.P.); (E.B.); (M.C.); (C.M.)
| |
Collapse
|
47
|
Preoperative Neutrophil-to-Lymphocyte Ratio Level is a Predictor of Postoperative Fertility in Infertile Patients with Ovarian Endometrioma. Reprod Sci 2021; 29:1145-1155. [PMID: 34729718 DOI: 10.1007/s43032-021-00782-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Accepted: 10/24/2021] [Indexed: 10/19/2022]
Abstract
To investigate the predictive efficacy of the preoperative neutrophil-lymphocyte ratio (NLR) for natural pregnancy outcome after laparoscopic cystectomy in infertile patients with ovarian endometrioma (OMA). Current evidence suggests that endometriosis likely induces local and systemic inflammatory processes. The NLR has been demonstrated to be of great utility in the diagnosis of endometriosis. However, the association between NLR and natural pregnancy outcome after laparoscopic surgery for endometriosis remains unknown. Data on infertile OMA patients undergoing laparoscopic surgery from January 2014 to October 2019 were retrospectively analyzed. Cox regression analysis was used to identify predictors of natural pregnancy outcome. A predictive model was then established using the nomogram. Among 217 patients, 115 patients (53.0%) experienced natural pregnancy after surgery. Compared with patients with pregnancy failure, those with pregnancy success had a significantly higher NLR (P < 0.05). Multivariate analysis revealed that age, least function (LF) score, and NLR were independent predictors of postoperative pregnancy (all P < 0.05). The NLA (NLR, LF score and age) scoring was then established and had a high predictive ability (AUC = 0.725). Patients were divided into three groups (low-, intermediate- and high-risk) based on the scoring, and the 1-year pregnancy rates were 43.5%, 34.4%, and 21.0%, respectively (P < 0.05). The preoperative NLR level was significantly associated with natural pregnancy outcome in infertile OMA patients after surgery. A predictive model combining NLR, LF score, and age could assist in the clinical decision-making process.
Collapse
|
48
|
Mc Cormack BA, Olivares CN, Madanes D, Ricci AG, Bilotas MA, Barañao RI. Effect of urolithins A and B on ectopic endometrial growth in a murine model of endometriosis. Food Funct 2021; 12:9894-9903. [PMID: 34664592 DOI: 10.1039/d1fo01702k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Endometriosis is an often painful disease in reproductive-aged women, in which endometrial-like tissue grows outside the uterine cavity. Since the limited current therapeutic alternatives fail in alleviating the symptoms and based on our previous research in in vitro models using the same compounds as the ones used in the present study, we aimed to evaluate the effects of urolithins A (UA) and B (UB) on the growth and survival of endometriotic-like lesions in a murine model of endometriosis. Female BALB/C mice were surgically induced with endometriosis and treated with 2.5 mg kg-1 day-1 intraperitoneal UA or UB. The mice were monitored daily and weighed and the estrous stage was determined. After 28 days of treatment, lesions were counted, measured, excised, and fixed. Both urolithins proved not to affect the estrous cycle or body weight of the mice. UA completely prevented endometriotic-like lesions, while UB diminished the implant volume (p < 0.05). Treatment also reduced epithelial and stromal cell proliferation within the implants (p < 0.001 and p < 0.01, respectively) and apoptosis was enhanced (p < 0.05 and p < 0.01, respectively). These results are promising and reveal that urolithins A and B, separately, have a beneficial effect on the overall endometriotic growth without affecting the body weight or estrous cycle.
Collapse
Affiliation(s)
- Bárbara Andrea Mc Cormack
- Laboratorio de Inmunología de la Reproducción, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina.
| | - Carla Noemí Olivares
- Laboratorio de Fisiopatología Endometrial, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina
| | - Daniela Madanes
- Laboratorio de Inmunología de la Reproducción, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina.
| | - Analía Gabriela Ricci
- Laboratorio de Inmunología de la Reproducción, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina.
| | - Mariela Andrea Bilotas
- Laboratorio de Inmunología de la Reproducción, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina.
| | - Rosa Inés Barañao
- Laboratorio de Inmunología de la Reproducción, Instituto de Biología y Medicina Experimental (IBYME-CONICET), Vuelta de Obligado 2490, Buenos Aires C1428ADN, Argentina.
| |
Collapse
|
49
|
Liu Y, Zhang Z, Yang F, Wang H, Liang S, Wang H, Yang J, Lin J. The role of endometrial stem cells in the pathogenesis of endometriosis and their application to its early diagnosis†. Biol Reprod 2021; 102:1153-1159. [PMID: 31965165 DOI: 10.1093/biolre/ioaa011] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Revised: 12/21/2019] [Accepted: 01/16/2020] [Indexed: 12/14/2022] Open
Abstract
Pelvic pain, infertility, and a high postoperative recurrence rate are associated with endometriosis and adversely affect the physical and mental health of patients. Moreover, these factors place a heavy burden on families and society. The identification of endometrial stem cells (EnSCs) in the eutopic endometrium, menstrual blood, and ectopic lesions of women with endometriosis not only provides new research objects in the context of endometriosis but also promotes and improves our understanding of its pathogenesis. Furthermore, based on previous studies, we reasonably suppose that dysfunctions of eutopic EnSCs play a critical role in the onset of endometriosis and directly cause abnormalities in the endometrium; subsequently, retrograde menstruation facilitates the delivery of abnormal endometrial tissues to the ovaries and pelvic cavity, where they ectopically implant, grow, and form ectopic lesions. Additionally, as a chronically progressive disease, there is a delay (3-11 years) from the first onset of symptoms to the diagnosis of endometriosis. Therefore, the development of a method for early diagnosis with high sensitivity and specificity is essential for endometriosis patients and has the potential to enable early treatment, prevent endometriosis progression, and relieve pain in patients. Thus, focusing on EnSCs will contribute to clarifying the potential pathogenesis of endometriosis and provide support for the application of EnSCs as therapeutic and early diagnostic targets in endometriosis treatment. SUMMARY SENTENCE Focusing on endometrial stem cells (EnSCs) will contribute to clarifying the potential pathogenesis of endometriosis and provide support for the application of EnSCs as therapeutic and early diagnostic targets in endometriosis treatment.
Collapse
Affiliation(s)
- Yanli Liu
- Stem Cell and Biotherapy Technology Research Center, College of Life Science and Technology, Xinxiang Medical University, Xinxiang, China.,Henan Key Laboratory of Medical Tissue Regeneration, Xinxiang Medical University, Xinxiang, China
| | - Zhiqin Zhang
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Fen Yang
- Stem Cell and Biotherapy Technology Research Center, College of Life Science and Technology, Xinxiang Medical University, Xinxiang, China.,Henan Key Laboratory of Medical Tissue Regeneration, Xinxiang Medical University, Xinxiang, China.,College of Biomedical Engineering, Xinxiang Medical University, Xinxiang, China
| | - Hongmei Wang
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Shengying Liang
- Stem Cell and Biotherapy Technology Research Center, College of Life Science and Technology, Xinxiang Medical University, Xinxiang, China.,Henan Key Laboratory of Medical Tissue Regeneration, Xinxiang Medical University, Xinxiang, China
| | - Huiling Wang
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Jun Yang
- The First Affiliated Hospital of Xinxiang Medical University, Xinxiang, China
| | - Juntang Lin
- Stem Cell and Biotherapy Technology Research Center, College of Life Science and Technology, Xinxiang Medical University, Xinxiang, China.,Henan Key Laboratory of Medical Tissue Regeneration, Xinxiang Medical University, Xinxiang, China
| |
Collapse
|
50
|
Giacomini E, Minetto S, Li Piani L, Pagliardini L, Somigliana E, Viganò P. Genetics and Inflammation in Endometriosis: Improving Knowledge for Development of New Pharmacological Strategies. Int J Mol Sci 2021; 22:ijms22169033. [PMID: 34445738 PMCID: PMC8396487 DOI: 10.3390/ijms22169033] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 08/17/2021] [Accepted: 08/19/2021] [Indexed: 12/12/2022] Open
Abstract
According to a rich body of literature, immune cell dysfunctions, both locally and systemically, and an inflammatory environment characterize all forms of endometriosis. Alterations in transcripts and proteins involved in the recruitment of immune cells, in the interaction between cytokines and their receptors, cellular adhesion and apoptosis have been demonstrated in endometriotic lesions. The objective of this narrative review is to provide an overview of the components and mechanisms at the intersection between inflammation and genetics that may constitute vanguard therapeutic approaches in endometriosis. The GWAS technology and pathway-based analysis highlighted the role of the MAPK and the WNT/β-catenin cascades in the pathogenesis of endometriosis. These signaling pathways have been suggested to interfere with the disease establishment via several mechanisms, including apoptosis, migration and angiogenesis. Extracellular vesicle-associated molecules may be not only interesting to explain some aspects of endometriosis progression, but they may also serve as therapeutic regimens per se. Immune/inflammatory dysfunctions have always represented attractive therapeutic targets in endometriosis. These would be even more interesting if genetic evidence supported the involvement of functional pathways at the basis of these alterations. Targeting these dysfunctions through next-generation inhibitors can constitute a therapeutic alternative for endometriosis.
Collapse
Affiliation(s)
- Elisa Giacomini
- Reproductive Sciences Laboratory, Obstetrics and Gynecology Unit, IRCCS Ospedale San Raffaele, 20132 Milan, Italy; (E.G.); (L.P.)
| | - Sabrina Minetto
- Obstetrics and Gynecology Unit, IRCCS Ospedale San Raffaele, 20132 Milan, Italy;
| | - Letizia Li Piani
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, 20122 Milan, Italy; (L.L.P.); (E.S.)
| | - Luca Pagliardini
- Reproductive Sciences Laboratory, Obstetrics and Gynecology Unit, IRCCS Ospedale San Raffaele, 20132 Milan, Italy; (E.G.); (L.P.)
| | - Edgardo Somigliana
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, 20122 Milan, Italy; (L.L.P.); (E.S.)
| | - Paola Viganò
- Infertility Unit, Fondazione IRCCS Ca’ Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy
- Correspondence: ; Tel.: +39-02-5503-4302
| |
Collapse
|