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Oskotsky TT, Bhoja A, Bunis D, Le BL, Tang AS, Kosti I, Li C, Houshdaran S, Sen S, Vallvé-Juanico J, Wang W, Arthurs E, Govil A, Mahoney L, Lang L, Gaudilliere B, Stevenson DK, Irwin JC, Giudice LC, McAllister SL, Sirota M. Identifying therapeutic candidates for endometriosis through a transcriptomics-based drug repositioning approach. iScience 2024; 27:109388. [PMID: 38510116 PMCID: PMC10952035 DOI: 10.1016/j.isci.2024.109388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Revised: 12/29/2023] [Accepted: 02/28/2024] [Indexed: 03/22/2024] Open
Abstract
Existing medical treatments for endometriosis-related pain are often ineffective, underscoring the need for new therapeutic strategies. In this study, we applied a computational drug repurposing pipeline to stratified and unstratified disease signatures based on endometrial gene expression data to identify potential therapeutics from existing drugs, based on expression reversal. Of 3,131 unique genes differentially expressed by at least one of six endometriosis signatures, only 308 (9.8%) were in common; however, 221 out of 299 drugs identified, (73.9%) were shared. We selected fenoprofen, an uncommonly prescribed NSAID that was the top therapeutic candidate for further investigation. When testing fenoprofen in an established rat model of endometriosis, fenoprofen successfully alleviated endometriosis-associated vaginal hyperalgesia, a surrogate marker for endometriosis-related pain. These findings validate fenoprofen as a therapeutic that could be utilized more frequently for endometriosis and suggest the utility of the aforementioned computational drug repurposing approach for endometriosis.
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Affiliation(s)
- Tomiko T. Oskotsky
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
| | - Arohee Bhoja
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Carnegie Mellon University, Pittsburgh, PA, USA
| | - Daniel Bunis
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
| | - Brian L. Le
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
| | - Alice S. Tang
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
| | - Idit Kosti
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
| | - Christine Li
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
| | - Sahar Houshdaran
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Sushmita Sen
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Júlia Vallvé-Juanico
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Wanxin Wang
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Erin Arthurs
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Arpita Govil
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Lauren Mahoney
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Lindsey Lang
- Department of Gynecology and Obstetrics, Emory University, Atlanta, GA, USA
| | - Brice Gaudilliere
- Department of Anesthesiology, Pain and Perioperative Medicine, Stanford University, Stanford, CA, USA
| | | | - Juan C. Irwin
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | - Linda C. Giudice
- Department of Obstetrics, Gynecology and Reproductive Sciences, UCSF, San Francisco, CA, USA
| | | | - Marina Sirota
- Bakar Computational Health Sciences Institute, UCSF, San Francisco, CA, USA
- Department of Pediatrics, UCSF, San Francisco, CA, USA
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Li PF, Li S, Zheng PS. Reproductive Effect by Rheumatoid Arthritis and Related Autoantibodies. Rheumatol Ther 2024; 11:239-256. [PMID: 38376734 PMCID: PMC10920578 DOI: 10.1007/s40744-023-00634-1] [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: 11/05/2023] [Accepted: 12/18/2023] [Indexed: 02/21/2024] Open
Abstract
Rheumatoid arthritis (RA) is a common inflammatory arthritis in women. The effects of RA on the reproductive system are usually overlooked, as RA is not diagnosed until later in reproductive age. Whether RA itself or its related rheumatoid antibodies have an impact on female reproductive function has long been a thought-provoking issue. In brief, relevant epidemiological evidence has shown that women affected by RA are more likely to have coexisting reproductive disorders, including infertility, endometriosis, and premature ovarian insufficiency (POI), or to subsequently develop them. Furthermore, linkage between RA and pregnancy loss (PL) as well as polycystic ovary syndrome (PCOS) is also well known, albeit controversial in available evidence. RA and reproductive disorders appear to share a similar inflammatory immune response and genetic background. The stress experienced by patients with RA may affect their reproductive choices to some extent. Notably, few studies have explored the impact of rheumatoid antibodies such as rheumatoid factors (RFs) and anti-citrullinated protein antibodies (ACPAs) on reproductive disorders. Although it has been mentioned that the rate of RF and/or ACPA positivity is higher in women with a history of PL and POI, the clinical relevance of this relationship and underlying mechanisms still need to be further clarified.
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Affiliation(s)
- Ping-Fen Li
- Department of Reproductive Medicine, The First Affiliated Hospital of the Medical College, Xi'an Jiaotong University, 76 West Yanta Road, Xi'an, 710061, Shaanxi, The People's Republic of China
| | - Shan Li
- Department of Reproductive Medicine, The First Affiliated Hospital of the Medical College, Xi'an Jiaotong University, 76 West Yanta Road, Xi'an, 710061, Shaanxi, The People's Republic of China
| | - Peng-Sheng Zheng
- Xi'an Peng-Sheng Reproductive Medicine Clinic, Xi'an Peng-Sheng Medical Technology Co., Ltd, Xi'an, Shaanxi, China.
- Department of Reproductive Medicine, The First Affiliated Hospital of the Medical College, Xi'an Jiaotong University, 76 West Yanta Road, Xi'an, 710061, Shaanxi, The People's Republic of China.
- Key Laboratory of Environment and Genes Related to Diseases, Ministry of Education of People's Republic of China, Xi'an, Shaanxi, China.
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Tang T, Zhong Y, Xu S, Yu H. Causal effects of endometriosis on SLE, RA and SS risk: evidence from meta-analysis and Mendelian randomization. BMC Pregnancy Childbirth 2024; 24:162. [PMID: 38395801 PMCID: PMC10885476 DOI: 10.1186/s12884-024-06347-9] [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: 09/20/2023] [Accepted: 02/13/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND Endometriosis is an underdiagnosed disorder that affects an estimated 6-10% of women of reproductive age. Endometriosis has been reported in epidemiological studies to be associated with autoimmune diseases. However, the relationship remains controversial. METHODS A meta-analysis of observational studies was undertaken to evaluate the risk of autoimmune diseases in patients with endometriosis. The relevant studies were retrieved via the databases Medline, Embase and Web of Science until July 20, 2023. Mendelian randomization (MR) was subsequently utilized to scrutinize the causal influence of genetic predisposition toward endometriosis on three autoimmune diseases. RESULTS The meta-analysis findings revealed a relationship between endometriosis and the onset of SLE (cohort studies: RR = 1.77, 95% confidence interval (CI): 1.47-2.13, I2 = 0%; Case-control and cross-sectional studies: OR = 5.23, 95% CI: 0.74-36.98, I2 = 98%), RA (cohort studies: RR = 2.18, 95% CI: 1.85-2.55, I2 = 92%; Case-control and cross-sectional studies: OR = 1.40, 95% CI: 1.19-1.64, I2 = 0%) and SS (cohort studies: RR = 1.49, 95% CI: 1.34-1.66, I2 = 0%). Similarly, in our MR study, the results of the inverse-variance-weighted (IVW) model suggested that genetic predisposition to endometriosis was causally associated with an increased risk for SLE (OR = 1.915, 95% CI: 1.204-3.045, p = 0.006) and RA (OR = 1.005, 95% CI: 1.001-1.009, p = 0.014). CONCLUSIONS Both our meta-analysis and MR study indicate that endometriosis increases the risk of autoimmune diseases. These findings not only broaden our understanding of the genetic mechanisms underlying the comorbidity of endometriosis and autoimmune diseases, but also offer a new strategy for autoimmune disease prevention.
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Affiliation(s)
- Tianyou Tang
- Children's Hospital of Chongqing Medical University, Chongqing, China.
| | - Yi Zhong
- Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Sipei Xu
- The First Medicine College, Chongqing Medical University, Chongqing, China
| | - Huilin Yu
- The Second Medicine College, Chongqing Medical University, Chongqing, China
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Zervou MI, Tarlatzis BC, Grimbizis GF, Spandidos DA, Niewold TB, Goulielmos GN. Association of endometriosis with Sjögren's syndrome: Genetic insights (Review). Int J Mol Med 2024; 53:20. [PMID: 38186322 PMCID: PMC10781419 DOI: 10.3892/ijmm.2024.5344] [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: 11/12/2023] [Accepted: 12/20/2023] [Indexed: 01/09/2024] Open
Abstract
Patients with a history of endometriosis have an increased risk of developing various autoimmune diseases such as rheumatoid arthritis, ankylosing spondylitis, systemic lupus erythematosus, multiple sclerosis and celiac disease. There is a potential association between endometriosis and an increased susceptibility for Sjögren's syndrome (SS). SS is a common chronic, inflammatory, systemic, autoimmune, multifactorial disease of complex pathology, with genetic, epigenetic and environmental factors contributing to the development of this condition. It occurs in 0.5‑1% of the population, is characterized by the presence of ocular dryness, lymphocytic infiltrations and contributes to neurological, gastrointestinal, vascular and dermatological manifestations. Endometriosis is an inflammatory, estrogen‑dependent, multifactorial, heterogeneous gynecological disease, affecting ≤10% of reproductive‑age women. It is characterized by the occurrence of endometrial tissue outside the uterine cavity, mainly in the pelvic cavity, and is associated with pelvic pain, dysmenorrhea, deep dyspareunia and either subfertility or infertility. It is still unclear whether SS appears as a secondary response to endometriosis, or it is developed due to any potential shared mechanisms of these conditions. The aim of the present review was to explore further the biological basis only of the co‑occurrence of these disorders but not their association at clinical basis, focusing on the analysis of the partially shared genetic background between endometriosis and SS, and the clarification of the possible similarities in the underlying pathogenetic mechanisms and the relevant molecular pathways.
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Affiliation(s)
- Maria I. Zervou
- Section of Molecular Pathology and Human Genetics, Department of Internal Medicine, School of Medicine, University of Crete, 71403 Heraklion, Greece
| | - Basil C. Tarlatzis
- First Department of Obstetrics and Gynecology, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece
| | - Grigoris F. Grimbizis
- Unit for Human Reproduction, First Department of Obstetrics and Gynecology, 'Papageorgiou' General Hospital, Aristotle University Medical School, 56403 Thessaloniki, Greece
| | - Demetrios A. Spandidos
- Laboratory of Clinical Virology, School of Medicine, University of Crete, 71403 Heraklion, Greece
| | - Timothy B. Niewold
- Barbara Volcker Center for Women and Rheumatic Disease, New York, NY 10021, USA
- Hospital for Special Surgery, New York, NY 10021, USA
| | - 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
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Zhang Z, Ma X, Wang YH, Shi X, Wei JCC. Hydroxychloroquine is neutral on incidental cataracts in patients with rheumatoid arthritis. Sci Rep 2023; 13:5576. [PMID: 37019978 PMCID: PMC10076357 DOI: 10.1038/s41598-023-32297-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Accepted: 03/25/2023] [Indexed: 04/07/2023] Open
Abstract
To study whether hydroxychloroquine (HCQ) therapy increases the risks of cataracts in patients with rheumatoid arthritis (RA). In this retrospective cohort study, 2821 treatment-naive RA patients, collected from the Longitudinal Health Insurance Database, were enrolled from 2000 to 2012 and followed up monthly until secondary cataracts were detected but no later than Dec 31, 2013. All participants were split into two groups according to the usage of HCQ in one year: the HCQ group (465 patients), with a usage duration higher than 90 days, and the non-HCQ group (465 patients), with a usage duration less than 30 days. The HCQ and non-HCQ groups were age-, sex-, complication- and drug combination-matched. There was no significant difference in survival rate between the two groups (p > 0.05). A multivariate logistic regression model was applied. Of all participants, 173 were diagnosed with secondary cataracts in both the HCQ and non-HCQ groups, with 28.8/1000 and 36.5/1000 person-years, respectively. After adjustments for other predictors, patients in the HCQ group had no increased (or decreased/equal) hazard of secondary cataract (hazard ratio (HR): 1.17; confidence interval (CI): 0.86-1.59; p > 0.05). HR analysis of HCQ usage duration, age, sex and corticosteroids showed that the CI of the adjusted HR was not statistically significant. This study showed that HCQ usage was not associated with the risk of cataracts in RA patients.
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Affiliation(s)
- Zhibo Zhang
- Department of Rheumatology and Immunology, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, No. 24 Jinghua Road, Luoyang, China
| | - Xin Ma
- Department of Rheumatology and Immunology, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, No. 24 Jinghua Road, Luoyang, China
| | - Yu-Hsun Wang
- Department of Medical Research, Chung Shan Medical University Hospital, No. 110, Sec.1, Jianguo N. Rd., Taichung City, 40201, Taiwan
| | - Xiaofei Shi
- Department of Rheumatology and Immunology, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, No. 24 Jinghua Road, Luoyang, China
| | - James Cheng-Chung Wei
- Department of Allergy, Immunology and Rheumatology, Chung Shan Medical University Hospital, No. 110, Sec. 1, Jianguo N. Rd., South District, Taichung City, 40201, Taiwan.
- Institute of Medicine, College of Medicine, Chung Shan Medical University, Taichung City, Taiwan.
- Graduate Institute of Integrated Medicine, China Medical University, Taichung City, Taiwan.
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6
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Chen S, Liu J. Associations between endometriosis and allergy-related diseases as well as different specific immunoglobulin E allergy: A cross-sectional study. J Obstet Gynaecol Res 2023; 49:665-674. [PMID: 36419221 DOI: 10.1111/jog.15506] [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: 06/09/2022] [Revised: 11/07/2022] [Accepted: 11/08/2022] [Indexed: 11/25/2022]
Abstract
AIM To explore the associations between endometriosis and different kinds of allergy-related diseases as well as different specific immunoglobulin E (IgE) allergy. METHODS This cross-sectional study included 1332 female participants ≥20 years and divided them into the endometriosis group (n = 97) and the nonendometriosis group (n = 1235). The confounders were obtained by comparing the differences of variables in groups. Univariate and multivariate logistic regression analyses were performed to analyze the associations between endometriosis and allergy-related diseases as well as different specific IgE allergy. Subgroup analysis were performed in age, body mass index (BMI), and pregnancy history. RESULTS After adjusting for confounders, increased risk of allergy (odd ratios [OR] = 2.13, 95% confidence interval [CI]: 1.31-3.47), hay fever (OR = 2.31, 95%CI: 1.32-4.06), and dog-specific IgE (OR = 2.13, 95%CI: 1.03-4.41) were observed in females with endometriosis. Among females aged between 30 and 39 years, the risk of allergy (OR = 3.51, 95%CI: 1.07-11.56), hay fever (OR = 3.26, 95%CI: 1.08-9.83), and dog-specific IgE (OR = 4.39, 95%CI: 1.02-18.88) was increased in patients with endometriosis compared with those without. In terms of females aged 40 to 49 years, the risk of hay fever was increased in patients with endometriosis. For females with BMI of 25-30 kg/m2 , the risk of allergy was increased in patients with endometriosis. Increased risk of allergy, hay fever, and dog-specific IgE was observed in females with a history of pregnancy. CONCLUSION Endometriosis was associated with higher risk of allergy, hay fever, and dog dander. Special care should be provided for patients with endometriosis for the potential risk of allergy.
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Affiliation(s)
- Shuozhen Chen
- Department of Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Juan Liu
- Department of Obstetrics and Gynecology, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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7
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Chao YH, Liu CH, Pan YA, Yen FS, Chiou JY, Wei JCC. Association Between Endometriosis and Subsequent Risk of Sjögren's Syndrome: A Nationwide Population-Based Cohort Study. Front Immunol 2022; 13:845944. [PMID: 35592328 PMCID: PMC9110644 DOI: 10.3389/fimmu.2022.845944] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
Objective The relationship between endometriosis and the ensuing risk of Sjögren’s syndrome has remained unclear. This study aims to present epidemiological evidence for this connection. Methods This is a retrospective cohort study of endometriosis patients (ICD-9-CM 617.0-617.9 and 621.3) and matched comparison group between 2000 and 2012 in the National Taiwan Insurance Research Database. After age matching, we analyzed the association between endometriosis and Sjögren’s syndrome (ICD-9-CM 710.2). We used the Cox proportional hazard model to examine the hazard ratio of incidental Sjögren’s syndrome. Subgroup analyses on age, comorbidities, and disease duration were also performed. Results A total of 73,665 individuals were included in this study. We identified 14733 newly diagnosed endometriosis patients and 58,932 non-endometriosis comparison group. The adjusted hazard ratio (HR) for incidental Sjögren’s syndrome was 1.45 (95% confidence interval CI=1.27-1.65) in the endometriosis group, compared to the non-endometriosis comparison group. In subgroup analysis, the adjusted HR was 1.53 (95% CI=1.25-1.88) in the age group of 20-39 and 1.41 (95% CI =1.18-1.68) in the age of 40-64. Time-vary analysis showed that endometriosis who have a follow-up time of fewer than five years (adjusted HR=1.57, 95% CI=1.32-1.87) have a significantly highest risk of having subsequent Sjögren’s syndrome. Conclusion This population-based cohort study indicated that having a history of endometriosis puts patients at an increased risk of getting Sjögren’s syndrome afterward, especially in the age group of 20-39 and within the first five years after the diagnosis of endometriosis. Clinicians should recognize this possible association in managing endometriosis or Sjögren’s syndrome patients.
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Affiliation(s)
- Yung-Hsiang Chao
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Chin-Hsiu Liu
- Department of Allergy, Immunology & Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan.,Rheumatology and Immunology Center, China Medical University Hospital and College of Medicine, China Medical University, Taichung, Taiwan
| | - Yu-An Pan
- Department of Sociomedical Science, The Mailman School of Public Health, Columbia University, New York, NY, United States
| | | | - Jeng-Yuan Chiou
- School of Health Policy and Management, Chung Shan Medical University, Taichung, Taiwan
| | - James Cheng-Chung Wei
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan.,Department of Allergy, Immunology & Rheumatology, Chung Shan Medical University Hospital, Taichung, Taiwan.,Graduate Institute of Integrated Medicine, China Medical University, Taichung, Taiwan.,Department of Medical Research, Taichung Veterans General Hospital, Taichung, Taiwan
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8
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OUP accepted manuscript. Rheumatology (Oxford) 2022; 61:4252-4262. [DOI: 10.1093/rheumatology/keac143] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/23/2022] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
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Edens C. Early Sexual Health and Reproductive Implications in Pediatric Rheumatic Diseases. Rheum Dis Clin North Am 2021; 48:91-112. [PMID: 34798961 DOI: 10.1016/j.rdc.2021.09.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A comprehensive review of reproductive health subtopics, including puberty, menarche, sexual orientation, gender identity, and gynecologic cancers as they pertain to patients with pediatric rheumatic diseases and those who care for them. Rheumatic disease medications and their effect on reproductive health across childhood and adolescence are also reviewed.
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Affiliation(s)
- Cuoghi Edens
- Department of Pediatrics, Section Pediatric Rheumatology, University of Chicago Medicine, 5841 South Maryland Avenue, C104-A, MC5044, Chicago, IL 60637, USA; Department of Internal Medicine, Section of Rheumatology, University of Chicago Medicine, 5841 South Maryland Avenue, C104-A, MC5044, Chicago, IL 60637, USA.
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