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Sola-Leyva A, Pathare ADS, Apostolov A, Aleksejeva E, Kask K, Tammiste T, Ruiz-Durán S, Risal S, Acharya G, Salumets A. The hidden impact of GLP-1 receptor agonists on endometrial receptivity and implantation. Acta Obstet Gynecol Scand 2024. [PMID: 39696822 DOI: 10.1111/aogs.15010] [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: 07/16/2024] [Revised: 09/27/2024] [Accepted: 10/21/2024] [Indexed: 12/20/2024]
Abstract
Increasing infertility rates represent a growing medical challenge in modern societies resulting from a complex interplay of sociocultural trends, lifestyle factors, exposure to environmental toxins, and underlying health problems. Women's fertility is particularly vulnerable to these shifts. The obesogenic lifestyle not only accelerates weight gain, but also disrupts ovulation driving the rise in infertility. Among several medications used for treating obesity and type 2 diabetes, glucagon-like peptide-1 receptor agonists (GLP-1RAs) show promising improvement in female fertility most likely by stimulating ovulation. However, the effects of GLP-1RAs on the endometrium remain unclear. Further studies are needed to investigate the impact of GLP-1RAs on endometrial receptivity and embryo implantation and early development. The aim of this study is to address the knowledge gap regarding the effects of GLP-1RAs on human reproduction, with special focus on the endometrium. Understanding these mechanisms may help to develop new strategies for improving fertility treatment, reduce implantation failure and address potential safety concerns regarding teratogenicity and adverse developmental outcomes for children born to women conceiving during or soon after GLP-1RA treatment.
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Affiliation(s)
- Alberto Sola-Leyva
- Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia
| | | | - Apostol Apostolov
- Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia
- Department of Biotechnology, Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia
| | - Elina Aleksejeva
- Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia
| | - Keiu Kask
- Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia
- Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Triin Tammiste
- Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- West Tallinn Central Hospital, Women's Clinic, Tallinn, Estonia
| | - Susana Ruiz-Durán
- Department of Obstetrics and Gynecology, Virgen de las Nieves University Hospital, Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, Granada, Spain
| | - Sanjiv Risal
- Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Ganesh Acharya
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Center for Fetal Medicine Karolinska, University Hospital, Stockholm, Sweden
- Women's Health and Perinatology Research Group, Department of Clinical Medicine, UiT-The Arctic University of Norway, Tromsø, Norway
| | - Andres Salumets
- Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
- Division of Obstetrics and Gynecology, Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
- Celvia CC, Competence Centre on Health Technologies, Tartu, Estonia
- Department of Obstetrics and Gynecology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
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Neves D, Neto AC, Salazar M, Fernandes AS, Martinho M, Charrua A, Rodrigues AR, Gouveia AM, Almeida H. A narrative review about the intricate crosstalk among endometrium, adipose tissue, and neurons in endometriosis. The multifaceted role of leptin. Obes Rev 2024:e13879. [PMID: 39657320 DOI: 10.1111/obr.13879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 10/31/2024] [Accepted: 11/17/2024] [Indexed: 12/12/2024]
Abstract
Endometriosis is a highly prevalent gynecological disease characterized by the presence of endometrium-like tissue outside the uterus, whose etiopathology is far from being elucidated. The most frequent complains of patients are pelvic pain and infertility. Increasing evidence supports the systemic impact of endometriosis suggesting that an intricate crosstalk among distinct organs underlies the development of the disease. In this setting, endometriosis patients present an increased risk for developing other diseases, such as cancer, cardiovascular pathologies, and autoimmune diseases, and manifest neurologic disturbances, including neuropathic hyperalgesia. Whilst the ovary-secreted estrogen dependency of ectopic endometrium growth is well established, we conjecture that adipose tissue-secreted molecules also intervene in endometriosis development and pain manifestation. In fact, women with endometriosis present a peculiar pattern of adipokine secretion that ensues the disease onset. Unexpectedly, the levels of adipose tissue-secreted molecules in those women present similarities with those found in patients with obesity, despite the recognized association of low body mass index with endometriosis. Taking this evidence into consideration, we hypothesize that endometriosis patients present a dysfunctional adipose tissue, which is associated with enhanced metabolism and unregulated browning that not only intervene in the control of body weight but also in peculiar pain processing pathways.
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Affiliation(s)
- Delminda Neves
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Ana Catarina Neto
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Maria Salazar
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Ana Sofia Fernandes
- Department of Obstetrics and Gynecology, Faculty of Medicine of the University of Porto, Porto, Portugal/Centro Hospitalar Universitário S. João, Porto, Portugal
| | - Margarida Martinho
- Department of Obstetrics and Gynecology, Faculty of Medicine of the University of Porto, Porto, Portugal/Centro Hospitalar Universitário S. João, Porto, Portugal
| | - Ana Charrua
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- RISE-HEALTH@FMUP, Porto, Portugal
| | - Adriana Raquel Rodrigues
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Alexandra Maria Gouveia
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
| | - Henrique Almeida
- Department of Biomedicine - Experimental Biology Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
- Instituto de Investigação e Inovação em Saúde (i3S), Porto, Portugal
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Peng D, Zhong W, Wang Y, Fu Y, Shang W. The relationship between blood lipids and endometriosis: a cross-sectional study from NHANES (1999-2006) and a bidirectional Mendelian randomization study. J Psychosom Obstet Gynaecol 2024; 45:2441196. [PMID: 39703074 DOI: 10.1080/0167482x.2024.2441196] [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] [Received: 08/22/2024] [Revised: 12/02/2024] [Accepted: 12/05/2024] [Indexed: 12/21/2024] Open
Abstract
OBJECTIVE Observational studies suggest a link between blood lipid levels and endometriosis risk, but clinical evidence is limited and causality has not been established. This study aims to clarify this relationship using NHANES data (1999-2006) and bidirectional Mendelian Randomization (MR) analysis. METHODS We analyzed NHANES data to explore the relationship between blood lipids and endometriosis risk using multivariable logistic regression, nonlinear testing, and trend analysis. For causal inference, MR was performed using GWAS data from the UK Biobank (lipid levels) and the Finnish Endometriosis Database (endometriosis). RESULTS In NHANES (n=2,201), elevated triglycerides (TG) were significantly associated with increased endometriosis risk (OR, 2.10; 95% CI, 1.00-3.49; p < 0.05). MR analysis confirmed this association (OR, 1.19; 95% CI, 1.07-1.32; p < 0.006) and suggested HDL may protect against endometriosis (OR, 0.79; 95% CI, 0.63-0.99; p < 0.05). Additionally, bidirectional MR indicated that endometriosis may also contribute to TG dysregulation (OR, 1.02; 95% CI, 1.01-1.03; p < 0.006). CONCLUSION Our findings suggest that elevated TG levels may increase endometriosis risk, while HDL may provide a protective effect. These results offer new insights and may inform future management strategies for endometriosis. However, large-scale longitudinal studies are needed to further validate these associations.
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Affiliation(s)
- Dingchuan Peng
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital, Beijing, China
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Wei Zhong
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital, Beijing, China
- School of Medicine, South China University of Technology, Guangzhou, China
| | - Yiran Wang
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital, Beijing, China
| | - Yiyao Fu
- Department of Obstetrics and Gynecology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
| | - Wei Shang
- Department of Obstetrics and Gynecology, The Sixth Medical Center of PLA General Hospital, Beijing, China
- School of Medicine, South China University of Technology, Guangzhou, China
- Department of Obstetrics and Gynecology, The Seventh Medical Center of Chinese PLA General Hospital, Beijing, China
- Department of Obstetrics and Gynecology, Chinese PLA General Hospital, Beijing, China
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Ochoa S, Rasquel-Oliveira FS, McKinnon B, Haro M, Subramaniam S, Yu P, Coetzee S, Anglesio MS, Wright KN, Meyer R, Gargett CE, Mortlock S, Montgomery GW, Rogers MS, Lawrenson K. M2 Macrophages are Major Mediators of Germline Risk of Endometriosis and Explain Pleiotropy with Comorbid Traits. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.21.624726. [PMID: 39605445 PMCID: PMC11601670 DOI: 10.1101/2024.11.21.624726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Endometriosis is a common gynecologic condition that causes chronic life-altering symptoms including pain, infertility, and elevated cancer risk. There is an urgent need for new non-hormonal targeted therapeutics to treat endometriosis, but until very recently, the cellular and molecular signatures of endometriotic lesions were undefined, severely hindering the development of clinical advances. Integrating inherited risk data from analyses of >450,000 individuals with ∼350,000 single cell transcriptomes from 21 patients, we uncover M2-macrophages as candidate drivers of disease susceptibility, and nominate IL1 signaling as a central hub impacted by germline genetic variation associated with endometriosis. Extensive functional follow-up confirmed these associations and revealed a pleiotropic role for this pathway in endometriosis. Population-scale expression quantitative trail locus analysis demonstrated that genetic variation controlling IL1A expression is also associated with endometriosis risk variants. Manipulation of IL1 signaling in state-of-the-art in vitro decidualized assembloids impacted epithelial differentiation, and in an in vivo endometriosis model, treatment with anakinra (an interleukin-1 receptor antagonist) resulted in a significant, dose-dependent reduction in both spontaneous pain and evoked pain. Together these studies highlight non-diagnostic cell types as central to endometriosis susceptibility and support IL1 signaling as an important actionable pathway for this disease.
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Zygula A, Kiecka K, Sankiewicz A, Kuzmicki M, Ciebiera M, Issat T, Drygas W, Cendrowski K, Gorodkiewicz E, Laudanski P. Is Osteopontin a Reliable Biomarker for Endometriosis? Int J Mol Sci 2024; 25:11857. [PMID: 39595927 PMCID: PMC11593430 DOI: 10.3390/ijms252211857] [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: 10/04/2024] [Revised: 10/29/2024] [Accepted: 10/31/2024] [Indexed: 11/28/2024] Open
Abstract
This study aimed to evaluate the concentration of osteopontin in peritoneal fluid and plasma as potential biomarkers for diagnosing endometriosis. Osteopontin levels were measured using surface plasmon resonance imaging (SPRI) biosensors in patients suspected of having endometriosis. Plasma samples were collected from 120 patients, and peritoneal fluid was collected from 86 patients. Based on the detection of endometriosis lesions during laparoscopy, participants were divided into a study group (patients with endometriosis) and a control group (patients without endometriosis). The results showed no significant differences in plasma osteopontin levels between women with endometriosis and the control group (19.86 ± 6.72 ng/mL vs. 18.39 ± 4.46 ng/mL, p = 0.15). Similarly, peritoneal fluid osteopontin concentrations did not differ significantly between patients with and without endometriosis (19.04 ± 5.37 ng/mL vs. 17.87 ± 5.13 ng/mL, p = 0.29). Furthermore, osteopontin levels in both plasma and peritoneal fluid were not significantly associated with the stage of endometriosis, the presence of endometrioma, or the menstrual cycle phase. The findings of this study do not support osteopontin concentration as a reliable biomarker for endometriosis. However, further research is necessary to explore osteopontin's potential role in the disease.
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Affiliation(s)
| | - Kamil Kiecka
- Faculty of Medical Sciences in Katowice, Medical University of Silesia, 40-055 Katowice, Poland;
- Angelius Provita Hospital, 40-611 Katowice, Poland
| | - Anna Sankiewicz
- Bioanalysis Laboratory, Faculty of Chemistry, University of Bialystok, 15-328 Bialystok, Poland; (A.S.); (E.G.)
| | - Mariusz Kuzmicki
- Department of Gynecology and Gynecological Oncology, Medical University of Bialystok, 15-089 Bialystok, Poland;
| | - Michal Ciebiera
- Second Department of Obstetrics and Gynecology, Center of Postgraduate Medical Education, 00-189 Warsaw, Poland;
- Warsaw Institute of Women’s Health, 00-189 Warsaw, Poland
- Development and Research Center of Non-Invasive Therapies, Pro-Familia Hospital, 35-302 Rzeszow, Poland
| | - Tadeusz Issat
- Department of Obstetrics and Gynecology, Institute of Mother and Child in Warsaw, 01-211 Warsaw, Poland;
| | - Wojciech Drygas
- World Institute for Family Health, Calisia University, 62-800 Kalisz, Poland;
| | - Krzysztof Cendrowski
- Department of Obstetrics, Gynecology and Gynecological Oncology, Medical University of Warsaw, 02-091 Warsaw, Poland;
| | - Ewa Gorodkiewicz
- Bioanalysis Laboratory, Faculty of Chemistry, University of Bialystok, 15-328 Bialystok, Poland; (A.S.); (E.G.)
| | - Piotr Laudanski
- OVIklinika Infertility Center, 01-377 Warsaw, Poland
- Department of Obstetrics, Gynecology and Gynecological Oncology, Medical University of Warsaw, 02-091 Warsaw, Poland;
- Women’s Health Research Institute, Calisia University, 62-800 Kalisz, Poland
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Zhou Y, Yin Z, Cui J, Wang C, Fu T, Adu-Amankwaah J, Fu L, Zhou X. 16α-OHE1 alleviates hypoxia-induced inflammation and myocardial damage via the activation of β2-Adrenergic receptor. Mol Cell Endocrinol 2024; 587:112200. [PMID: 38518841 DOI: 10.1016/j.mce.2024.112200] [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] [Received: 12/24/2023] [Revised: 02/21/2024] [Accepted: 03/05/2024] [Indexed: 03/24/2024]
Abstract
OBJECTIVE Myocardial injuries resulting from hypoxia are a significant concern, and this study aimed to explore potential protective strategies against such damage. Specifically, we sought to investigate the cardioprotective effects of 16α-hydroxyestrone (16α-OHE1). METHODS Male Sprague‒Dawley (SD) rats were subjected to hypoxic conditions simulating high-altitude exposure at 6000 m in a low-pressure chamber for 7 days. Before and during hypoxic exposure, estradiol (E2) and various doses of 16α-OHE1 were administered for 14 days. Heart weight/body weight (HW/BW), myocardial structure, Myocardial injury indicators and inflammatory infiltration in rats were measured. H9C2 cells cultured under 5% O2 conditions received E2 and varying doses of 16α-OHE1; Cell viability, apoptosis, inflammatory infiltration, and Myocardial injury indicators were determined. Expression levels of β2AR were determined in rat hearts and H9C2 cells. The β2AR inhibitor, ICI 118,551, was employed to investigate β2AR's role in 16α-OHE1's cardioprotective effects. RESULTS Hypoxia led to substantial myocardial damage, evident in increased heart HW, CK-MB, cTnT, ANP, BNP, structural myocardial changes, inflammatory infiltration, and apoptosis. Pre-treatment with E2 and 16α-OHE1 significantly mitigated these adverse changes. Importantly, the protective effects of E2 and 16α-OHE1 were associated with the upregulation of β2AR expression in both rat hearts and H9C2 cells. However, inhibition of β2AR by ICI 118,551 in H9C2 cells nullified the protective effect of 16α-OHE1 on myocardium. CONCLUSION Our findings suggest that 16α-OHE1 can effectively reduce hypoxia-induced myocardial injury in rats through β2ARs, indicating a promising avenue for cardioprotection.
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Affiliation(s)
- Yequan Zhou
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China, 221004.
| | - Zeyuan Yin
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China, 221004; University of Manchester, CTF Building, 46 Grafton Street, Manchester, M13 9NT, United Kingdom.
| | - Junchao Cui
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China, 221004.
| | - Cheng Wang
- Department of Cardiology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, China, 221004.
| | - Tong Fu
- Department of Obstetrics and Gynecology, Xuzhou Central Hospital, Xuzhou Clinical School of Xuzhou Medical University, Xuzhou, China, 221004.
| | | | - Lu Fu
- Department of Physiology, Xuzhou Medical University, Xuzhou, China, 221004.
| | - Xueyan Zhou
- Jiangsu Key Laboratory of New Drug Research and Clinical Pharmacy, Xuzhou Medical University, Xuzhou, China, 221004.
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Wójtowicz M, Zdun D, Owczarek AJ, Skrzypulec-Plinta V, Olszanecka-Glinianowicz M. Evaluation of adipokines concentrations in plasma, peritoneal, and endometrioma fluids in women operated on for ovarian endometriosis. Front Endocrinol (Lausanne) 2023; 14:1218980. [PMID: 38075048 PMCID: PMC10703383 DOI: 10.3389/fendo.2023.1218980] [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: 05/08/2023] [Accepted: 09/11/2023] [Indexed: 12/18/2023] Open
Abstract
Introduction Some studies indicate the role of selected adipokines in the development of endometriosis. However, a comprehensive assessment of plasma, peritoneal, and endometrioma fluids adipokines concentrations in women with ovarian endometriosis has not yet been performed. Therefore, this study aimed to analyze plasma, peritoneal, and endometrioma fluids selected adipokines concentrations in women operated on for ovarian endometriosis. Materials and methods A cross-sectional cohort study involved 56 women operated on for ovarian endometriosis. Body mass, height, and waist circumference were measured, and BMI was calculated. Plasma, peritoneal, and endometrioma fluids adiponectin, leptin, omentin resistin, RBP4, and visfatin/NAMPT were determined by ELISA. Results The highest plasma levels of adiponectin, leptin, omentin, and RBP4 than in the endometrioma and peritoneal fluids were found, while levels of resistin and visfatin/NAMPT were significantly higher in endometrioma fluid than in plasma and peritoneal fluid. In addition, levels of visfatin/NAMPT were significantly higher in peritoneal fluid than in plasma. There were also positive correlations between leptin, RBP4, and adiponectin levels in endometrioma and peritoneal fluids (ρ = 0.28; p < 0.05; ρ = 0.31; p < 0.05; ρ= 0.32; p < 0.05, respectively). There were no associations between adipokines levels in plasma, endometrioma, and peritoneal fluids and endometriosis stage. Conclusion Our results show that visfatin/NAMPT and resistin may be locally secreted in endometrioma related to inflammation regardless of the stage of endometriosis.
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Affiliation(s)
- Mariusz Wójtowicz
- Clinical Department of Gynecology and Obstetrics, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences, Medical University of Silesia, Katowice, Poland
| | - Dariusz Zdun
- Clinical Department of Gynecology and Obstetrics, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Katowice, Poland
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences, Medical University of Silesia, Katowice, Poland
| | - Aleksander Jerzy Owczarek
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences, Medical University of Silesia, Katowice, Poland
| | - Violetta Skrzypulec-Plinta
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences in Katowice, Medical University of Silesia in Katowice, Katowice, Poland
| | - Magdalena Olszanecka-Glinianowicz
- Health Promotion and Obesity Management Unit, Department of Pathophysiology, Faculty of Medical Sciences, Medical University of Silesia, Katowice, Poland
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Laganà AS, Ferrari F, Mangione D, Fiorino F, Vassiliadis A, Venezia R. Molecular and Cellular Advances in Endometriosis Research: Paving the Way for Future Directions. Int J Mol Sci 2023; 24:12663. [PMID: 37628844 PMCID: PMC10454798 DOI: 10.3390/ijms241612663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
Molecular and cellular research in the field of endometriosis is moving forward in giant steps [...].
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Affiliation(s)
- Antonio Simone Laganà
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy; (D.M.); (F.F.); (A.V.); (R.V.)
| | - Federico Ferrari
- Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy;
| | - Donatella Mangione
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy; (D.M.); (F.F.); (A.V.); (R.V.)
| | - Fabio Fiorino
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy; (D.M.); (F.F.); (A.V.); (R.V.)
| | - Alessandra Vassiliadis
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy; (D.M.); (F.F.); (A.V.); (R.V.)
| | - Renato Venezia
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, 90133 Palermo, Italy; (D.M.); (F.F.); (A.V.); (R.V.)
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Ji X, Huang C, Mao H, Zhang Z, Zhang X, Yue B, Li X, Wu Q. Identification of immune- and autophagy-related genes and effective diagnostic biomarkers in endometriosis: a bioinformatics analysis. ANNALS OF TRANSLATIONAL MEDICINE 2022; 10:1397. [PMID: 36660690 PMCID: PMC9843312 DOI: 10.21037/atm-22-5979] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/19/2022] [Indexed: 01/01/2023]
Abstract
Background To identify autophagy- and immune-related hub genes affecting the diagnosis and treatment of endometriosis. Methods Gene expression data were downloaded from the Gene Expression Omnibus (GEO) (GSE11691 and GSE120103 for training, and GSE7305 for validation). By overlapping the differentially expressed genes (DEGs), Weighted gene co-expression network analysis (WGCNA) module genes, and autophagy-related genes (ARGs), and immune-related genes (IRGs) separately, hub genes were identified using the least absolute shrinkage and selection operator (LASSO)and support vector machine recursive feature elimination (SVM-RFE). The hub genes were analyzed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses. A hub gene-prediction model was constructed and assessed using five-fold cross-validation via five supervised machine-learning algorithms: random forest, the sequential minimal optimization (SMO), K-nearest neighbours (IBK), C4.5 decision tree (J48), and logistics regression. The area under the receiver operating characteristic curve (AUC) was adopted to assess the identification ability of characteristic genes. Results 1,116 DEGs were obtained from the training cohort, and 22 endometriosis-related IRGs were identified by overlapping the 1,116 DEGs, 3,222 module genes, and 1,793 IRGs. Meanwhile, 45 endometriosis-related ARGs were obtained (1,928 ARGs). Subsequently, nine IRG hub genes (BST2, CCL13, CD86, CSF1, FAM3C, GREM1, ISG20, PSMB8, and S100A11) and nine ARG hub genes (GSK3A, HTR2B, RAB3GAP1, ARFIP2, BNIP3, CSF1, MAOA, PPP1R13L, and SH3GLB2) were obtained by LASSO and SVM-RFE. GO analysis indicated that the ARG hub genes responded to the regulation of autophagy and mitochondrial outer membrane permeabilization, and KEGG enrichment analysis involved serotonergic and dopaminergic synapses. GO analysis also indicated that the IRG hub genes responded to the regulation of leukocyte proliferation and mononuclear cell migration, and KEGG analysis showed enrichment involved in viral protein interaction with cytokines and cytokine receptors. The AUC of the random-forest algorithm of ARGs was 0.975 in the training cohort and 0.940 in the validation cohort, and the AUC of the SMO algorithm of IRGs was 0.907 in the training cohort and 0.8 in the validation cohort. Conclusions Seventeen hub genes are closely associated with endometriosis. These genes are potential autophagy- and immune-related biomarkers for diagnosis and treatment of endometriosis.
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Affiliation(s)
- Xiujia Ji
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Cancan Huang
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Haiyan Mao
- Traditional Medical Diagnosis and Treatment Center, Gansu Provincial Hospital, Lanzhou, China
| | - Zuoliang Zhang
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Xiaohua Zhang
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Bin Yue
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Xinyue Li
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
| | - Quansheng Wu
- School of Chinese Clinical Medicine, Gansu University of Chinese Medicine, Lanzhou, China
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