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Yu D, Luo Y, Guo R, Ma F, Chang Y, Dang J. Comprehensive profiling of endocrine metabolism identifies a novel signature with robust predictive value in ovarian cancer. J Gene Med 2024; 26:e3686. [PMID: 38689382 DOI: 10.1002/jgm.3686] [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: 09/01/2023] [Revised: 03/05/2024] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND The cell endocrine pathway is a critical physiological process composed of the endoplasmic reticulum, Golgi apparatus and associated vesicles. Loss of enzymes or proteins can cause dysfunction of endoplasmic reticulum and Golgi apparatus and affect secretion pathways leading to a variety of human diseases, including cancer. METHODS The single-cell RNA sequencing and single nucleotide variant principal component analysis data of ovarian cancer were retrieved from The Cancer Genome Atlas and Gene Expression Omnibus (GEO) datasets. Eighty-four genes from SECRETORY_PATHWAYs were obtained from the gene set enrichment analysis (GSEA) website. Univariate cox regression analyses and ConsensusClusterPlus were used to identify prognostic genes and molecular subtypes, which were validated using the tumor immune dysfunction and exclusion (i.e. TIDE) analysis and gene mutation analysis. A prognosis model was established by randomForestSRC. Abundant infiltrated immune cells and pathway enrichment analyses were carried out, respectively, through ssGSEA, ESTIMATE, MCP-counter and GSEA. The drug sensitive analysis was performed using pRRophetic package. Immunotherapy datasets and pan-carcinoma analysis were used to examine the performance of prognostic model. RESULTS Eighteen prognostic genes from SECRETORY_PATHWAYs were found in both TCGA and GEO datasets. Next, two clusters (C1 and C2) were determined, for which C1 with a poor prognosis had higher immune infiltration. Tumor-related pathways, such as PATHWAYS_IN_CANCER and B_CELL_RECEPTOR_SIGNALING_PATHWAY, were enriched in C1. Moreover, C2 was suitable for immunotherapy. A four-gene (DNAJA1, NDRG3, LUZP1 and ZCCHC24) signature was developed and successfully validated. RiskScore of higher levels were significantly associated with worse prognoses. An enhanced immune infiltration, increased pathways score and inappropriate immunotherapy were observed in the high RiskScore group. The high- and low-RiskScore groups had different drug sensitivities. Immunotherapy datasets and pan-carcinoma analysis indicated that the low RiskScore group may benefit from immunotherapy. CONCLUSIONS Based on the perspective of the secretory signaling pathway, a robust prognostic signature with great performances was determined, which may provide clues for clinical precision treatment of ovarian cancer.
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Affiliation(s)
- Dan Yu
- Department of General Medicine, Changzheng Hospital, The Naval Military Medical University, Shanghai, China
| | - Yan Luo
- Department of Obstetrics and Gynecology, Nanjing Yimin Hospital, Nanjing, China
| | - Rong Guo
- Department of General Medicine, Changzheng Hospital, The Naval Military Medical University, Shanghai, China
| | - Fang Ma
- Department of Obstetrics and Gynecology, Changzheng Hospital, The Naval Military Medical University, Shanghai, China
| | - Yunyun Chang
- Department of General Medicine, Changzheng Hospital, The Naval Military Medical University, Shanghai, China
| | - Jianhong Dang
- Department of Obstetrics and Gynecology, Changzheng Hospital, The Naval Military Medical University, Shanghai, China
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Ramaiyer MS, Saad E, Kurt I, Borahay MA. Genetic Mechanisms Driving Uterine Leiomyoma Pathobiology, Epidemiology, and Treatment. Genes (Basel) 2024; 15:558. [PMID: 38790186 PMCID: PMC11121260 DOI: 10.3390/genes15050558] [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: 03/26/2024] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 05/26/2024] Open
Abstract
Uterine leiomyomas (ULs) are the most common benign tumor of the uterus. They can be associated with symptoms including abnormal uterine bleeding, pelvic pain, urinary frequency, and pregnancy complications. Despite the high prevalence of UL, its underlying pathophysiology mechanisms have historically been poorly understood. Several mechanisms of pathogenesis have been suggested, implicating various genes, growth factors, cytokines, chemokines, and microRNA aberrations. The purpose of this study is to summarize the current research on the relationship of genetics with UL. Specifically, we performed a literature review of published studies to identify how genetic aberrations drive pathophysiology, epidemiology, and therapeutic approaches of UL. With regards to pathophysiology, research has identified MED12 mutations, HMGA2 overexpression, fumarate hydratase deficiency, and cytogenetic abnormalities as contributors to the development of UL. Additionally, epigenetic modifications, such as histone acetylation and DNA methylation, have been identified as contributing to UL tumorigenesis. Specifically, UL stem cells have been found to contain a unique DNA methylation pattern compared to more differentiated UL cells, suggesting that DNA methylation has a role in tumorigenesis. On a population level, genome-wide association studies (GWASs) and epidemiologic analyses have identified 23 genetic loci associated with younger age at menarche and UL growth. Additionally, various GWASs have investigated genetic loci as potential drivers of racial disparities in UL incidence. For example, decreased expression of Cytohesin 4 in African Americans has been associated with increased UL risk. Recent studies have investigated various therapeutic options, including ten-eleven translocation proteins mediating DNA methylation, adenovirus vectors for drug delivery, and "suicide gene therapy" to induce apoptosis. Overall, improved understanding of the genetic and epigenetic drivers of UL on an individual and population level can propel the discovery of novel therapeutic options.
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Affiliation(s)
| | - Eslam Saad
- Department of Gynecology and Obstetrics, Johns Hopkins University, 720 Rutland Ave, Baltimore, MD 21205, USA; (E.S.); (I.K.)
| | - Irem Kurt
- Department of Gynecology and Obstetrics, Johns Hopkins University, 720 Rutland Ave, Baltimore, MD 21205, USA; (E.S.); (I.K.)
- Faculty of Medicine, Selcuk University, 42000 Konya, Turkey
| | - Mostafa A. Borahay
- Department of Gynecology and Obstetrics, Johns Hopkins University, 720 Rutland Ave, Baltimore, MD 21205, USA; (E.S.); (I.K.)
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Hyodo T, Asano-Inami E, Ito S, Sugiyama M, Nawa A, Rahman ML, Hasan MN, Mihara Y, Lam VQ, Karnan S, Ota A, Tsuzuki S, Hamaguchi M, Hosokawa Y, Konishi H. Leucine zipper protein 1 (LUZP1) regulates the constriction velocity of the contractile ring during cytokinesis. FEBS J 2024; 291:927-944. [PMID: 38009294 DOI: 10.1111/febs.17017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 09/11/2023] [Accepted: 11/22/2023] [Indexed: 11/28/2023]
Abstract
There has been a great deal of research on cell division and its mechanisms; however, its processes still have many unknowns. To find novel proteins that regulate cell division, we performed the screening using siRNAs and/or the expression plasmid of the target genes and identified leucine zipper protein 1 (LUZP1). Recent studies have shown that LUZP1 interacts with various proteins and stabilizes the actin cytoskeleton; however, the function of LUZP1 in mitosis is not known. In this study, we found that LUZP1 colocalized with the chromosomal passenger complex (CPC) at the centromere in metaphase and at the central spindle in anaphase and that these LUZP1 localizations were regulated by CPC activity and kinesin family member 20A (KIF20A). Mass spectrometry analysis identified that LUZP1 interacted with death-associated protein kinase 3 (DAPK3), one regulator of the cleavage furrow ingression in cytokinesis. In addition, we found that LUZP1 also interacted with myosin light chain 9 (MYL9), a substrate of DAPK3, and comprehensively inhibited MYL9 phosphorylation by DAPK3. In line with a known role for MYL9 in the actin-myosin contraction, LUZP1 suppression accelerated the constriction velocity at the division plane in our time-lapse analysis. Our study indicates that LUZP1 is a novel regulator for cytokinesis that regulates the constriction velocity of the contractile ring.
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Affiliation(s)
- Toshinori Hyodo
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Eri Asano-Inami
- Department of Obstetrics and Gynecology Collaborative Research, Bell Research Center, Nagoya University Graduate School of Medicine, Japan
| | | | - Mai Sugiyama
- Department of Obstetrics and Gynecology Collaborative Research, Bell Research Center, Nagoya University Graduate School of Medicine, Japan
| | - Akihiro Nawa
- Department of Obstetrics and Gynecology Collaborative Research, Bell Research Center, Nagoya University Graduate School of Medicine, Japan
| | - Md Lutfur Rahman
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA, USA
| | - Muhammad Nazmul Hasan
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Yuko Mihara
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Vu Quang Lam
- Division of Hematology, Department of Internal Medicine, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Sivasundaram Karnan
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Akinobu Ota
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Shinobu Tsuzuki
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | | | - Yoshitaka Hosokawa
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
| | - Hiroyuki Konishi
- Department of Biochemistry, Aichi Medical University School of Medicine, Nagakute, Japan
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4
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Robbins SJ, Brown SE, Stennett CA, Tuddenham S, Johnston ED, Wnorowski AM, Ravel J, He X, Mark KS, Brotman RM. Uterine fibroids and longitudinal profiles of the vaginal microbiota in a cohort presenting for transvaginal ultrasound. PLoS One 2024; 19:e0296346. [PMID: 38315688 PMCID: PMC10843103 DOI: 10.1371/journal.pone.0296346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 12/11/2023] [Indexed: 02/07/2024] Open
Abstract
Bacterial vaginosis, characterized in part by low levels of vaginal Lactobacillus species, has been associated with pro-inflammatory cytokines which could fuel uterine fibroid development. However, prior work on the associations between uterine fibroids and vaginal bacteria is sparse. Most studies have focused on assessment of individual taxa in a single sample. To address research gaps, we sought to compare short, longitudinal profiles of the vaginal microbiota in uterine fibroid cases versus controls with assessment for hormonal contraceptives (HCs), a possible confounder associated with both protection from fibroid development and increases in Lactobacillus-dominated vaginal microbiota. This is a secondary analysis of 83 reproductive-age cisgender women who presented for transvaginal ultrasound (TVUS) and self-collected mid-vaginal swabs daily for 1-2 weeks before TVUS (Range: 5-16 days, n = 697 samples). Sonography reports detailed uterine fibroid characteristics (N = 21 cases). Vaginal microbiota was assessed by 16S rRNA gene amplicon sequencing and longitudinal microbiota profiles were categorized by hierarchical clustering. We compared longitudinal profiles of the vaginal microbiota among fibroid cases and controls with exact logistic regression. Common indications for TVUS included pelvic mass (34%) and pelvic pain (39%). Fibroid cases tended to be older and report Black race. Cases less often reported HCs versus controls (32% vs. 58%). A larger proportion of cases had low-Lactobacillus longitudinal profiles (48%) than controls (34%). In unadjusted analysis, L. iners-dominated and low-Lactobacillus profiles had higher odds of fibroid case status compared to other Lactobacillus-dominated profiles, however these results were not statistically significant. No association between vaginal microbiota and fibroids was observed after adjusting for race, HC and menstruation. Results were consistent when number of fibroids were considered. There was not a statistically significant association between longitudinal profiles of vaginal microbiota and uterine fibroids after adjustment for common confounders; however, the study was limited by small sample size.
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Affiliation(s)
- Sarah J. Robbins
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Sarah E. Brown
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Christina A. Stennett
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Susan Tuddenham
- Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland, United States of America
| | - Elizabeth D. Johnston
- Department of Obstetrics and Gynecology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Amelia M. Wnorowski
- Diagnostic Radiology and Nuclear Medicine, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Jacques Ravel
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
| | - Xin He
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Department of Epidemiology and Biostatistics, University of Maryland, College Park, Maryland, United States of America
| | - Katrina S. Mark
- Department of Obstetrics and Gynecology, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
| | - Rebecca M. Brotman
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland, United States of America
- Institute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, United States of America
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Piekos JA, Kim J, Keaton JM, Hellwege JN, Edwards TL, Velez Edwards DR. EVALUATING THE RELATIONSHIPS BETWEEN GENETIC ANCESTRY AND THE CLINICAL PHENOME. PACIFIC SYMPOSIUM ON BIOCOMPUTING. PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024; 29:389-403. [PMID: 38160294 PMCID: PMC10802858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
There is a desire in research to move away from the concept of race as a clinical factor because it is a societal construct used as an imprecise proxy for geographic ancestry. In this study, we leverage the biobank from Vanderbilt University Medical Center, BioVU, to investigate relationships between genetic ancestry proportion and the clinical phenome. For all samples in BioVU, we calculated six ancestry proportions based on 1000 Genomes references: eastern African (EAFR), western African (WAFR), northern European (NEUR), southern European (SEUR), eastern Asian (EAS), and southern Asian (SAS). From PheWAS, we found phecode categories significantly enriched neoplasms for EAFR, WAFR, and SEUR, and pregnancy complication in SEUR, NEUR, SAS, and EAS (p < 0.003). We then selected phenotypes hypertension (HTN) and atrial fibrillation (AFib) to further investigate the relationships between these phenotypes and EAFR, WAFR, SEUR, and NEUR using logistic regression modeling and non-linear restricted cubic spline modeling (RCS). For EAS and SAS, we chose renal failure (RF) for further modeling. The relationships between HTN and AFib and the ancestries EAFR, WAFR, and SEUR were best fit by the linear model (beta p < 1x10-4 for all) while the relationships with NEUR were best fit with RCS (HTN ANOVA p = 0.001, AFib ANOVA p < 1x10-4). For RF, the relationship with SAS was best fit with a linear model (beta p < 1x10-4) while RCS model was a better fit for EAS (ANOVA p < 1x10-4). In this study, we identify relationships between genetic ancestry and phenotypes that are best fit with non-linear modeling techniques. The assumption of linearity for regression modeling is integral for proper fitting of a model and there is no knowing a priori to modeling if the relationship is truly linear.
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Affiliation(s)
- Jacqueline A Piekos
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee 37203, United States2Department of Obstetrics and Gynecology, Vanderbilt University Medical Center Nashville, Tennessee 37232, United States3Department of Biomedical Informatics, Vanderbilt University Medical Center Nashville, Tennessee 37232, United States^Work partially supported by T32GM080178
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6
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Kuznetsova MV, Tonoyan NM, Trubnikova EV, Zelensky DV, Svirepova KA, Adamyan LV, Trofimov DY, Sukhikh GT. Novel Approaches to Possible Targeted Therapies and Prophylaxis of Uterine Fibroids. Diseases 2023; 11:156. [PMID: 37987267 PMCID: PMC10660464 DOI: 10.3390/diseases11040156] [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: 09/14/2023] [Revised: 10/30/2023] [Accepted: 10/30/2023] [Indexed: 11/22/2023] Open
Abstract
Uterine leiomyomas are the most common benign tumors in women of childbearing age. They may lead to problems of conception or complications during the gestational period. The methods of treatment include surgical (myomectomy and hysterectomy, embolization of arteries) and therapeutic treatment (ulipristal acetate, leuprolide acetate, cetrorelix, goserelin, mifepristone). Both approaches are efficient but incompatible with pregnancy planning. Therefore, there is a call for medical practice to develop therapeutical means of preventing leiomyoma onset in patients planning on becoming pregnant. Based on the analysis of GWAS data on the search for mononucleotide polymorphisms associated with the risk of leiomyoma, in meta-transcriptomic and meta-methylomic studies, target proteins have been proposed. Prospective therapeutic treatments of leiomyoma may be based on chemical compounds, humanized recombinant antibodies, vaccines based on markers of the uterine leiomyoma cells that are absent in the adult organism, or DNA and RNA preparations. Three different nosological forms of the disease associated with driver mutations in the MED12, HMGA2, and FH genes should be considered when developing or prescribing drugs. For example, synthetic inhibitors and vaccines based on matrix metalloproteinases MMP11 and MMP16 are expected to be effective only for the prevention of the occurrence of MED12-dependent nodules.
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Affiliation(s)
- Maria V. Kuznetsova
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
| | - Narine M. Tonoyan
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
| | | | | | - Ksenia A. Svirepova
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
| | - Leila V. Adamyan
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
| | - Dmitry Y. Trofimov
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
| | - Gennady T. Sukhikh
- Kulakov National Medical Research Center of Obstetrics, Gynecology and Perinatology, 117997 Moscow, Russia; (M.V.K.); (N.M.T.); (K.A.S.); (L.V.A.); (D.Y.T.); (G.T.S.)
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7
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Hampton G, Kim J, Edwards TL, Hellwege JN, Velez Edwards DR. Uterine leiomyomata and keloids fibrosis origins: a mini-review of fibroproliferative diseases. Am J Physiol Cell Physiol 2023; 325:C817-C822. [PMID: 37642233 PMCID: PMC10635651 DOI: 10.1152/ajpcell.00181.2023] [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: 05/02/2023] [Revised: 08/15/2023] [Accepted: 08/16/2023] [Indexed: 08/31/2023]
Abstract
Diseases such as uterine leiomyomata (fibroids and benign tumors of the uterus) and keloids (raised scars) may share common etiology. Fibroids and keloids can co-occur in individuals, and both are highly heritable, suggesting they may share common genetic risk factors. Fibroproliferative diseases are common and characterized by scarring and overgrowth of connective tissue, impacting multiple organ systems. These conditions both have racial disparities in prevalence, with the highest prevalence observed among individuals of African ancestry. Several fibroproliferative diseases are more severe and common in populations of sub-Saharan Africa. This mini-review aims to provide a broad overview of the current knowledge of the evolutionary origins and causes of fibroproliferative diseases. We also discuss current hypotheses proposing that the increased prevalence of these diseases in African-derived populations is due to the selection for profibrotic alleles that are protective against helminth infections and provide examples from knowledge of uterine fibroid and keloid research.
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Affiliation(s)
- Gabrielle Hampton
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Jeewoo Kim
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Todd L Edwards
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Jacklyn N Hellwege
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Digna R Velez Edwards
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Vanderbilt Epidemiology Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States
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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.
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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
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9
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Chuang TD, Ton N, Rysling S, Quintanilla D, Boos D, Gao J, McSwiggin H, Yan W, Khorram O. The Influence of Race/Ethnicity on the Transcriptomic Landscape of Uterine Fibroids. Int J Mol Sci 2023; 24:13441. [PMID: 37686244 PMCID: PMC10487975 DOI: 10.3390/ijms241713441] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/26/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
The objective of this study was to determine if the aberrant expression of select genes could form the basis for the racial disparity in fibroid characteristics. The next-generation RNA sequencing results were analyzed as fold change [leiomyomas/paired myometrium, also known as differential expression (DF)], comparing specimens from White (n = 7) and Black (n = 12) patients. The analysis indicated that 95 genes were minimally changed in tumors from White (DF ≈ 1) but were significantly altered by more than 1.5-fold (up or down) in Black patients. Twenty-one novel genes were selected for confirmation in 69 paired fibroids by qRT-PCR. Among these 21, coding of transcripts for the differential expression of FRAT2, SOX4, TNFRSF19, ACP7, GRIP1, IRS4, PLEKHG4B, PGR, COL24A1, KRT17, MMP17, SLN, CCDC177, FUT2, MYO5B, MYOG, ZNF703, CDC25A, and CDCA7 was significantly higher, while the expression of DAB2 and CAV2 was significantly lower in tumors from Black or Hispanic patients compared with tumors from White patients. Western blot analysis revealed a greater differential expression of PGR-A and total progesterone (PGR-A and PGR-B) in tumors from Black compared with tumors from White patients. Collectively, we identified a set of genes uniquely expressed in a race/ethnicity-dependent manner, which could form the underlying mechanisms for the racial disparity in fibroids and their associated symptoms.
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Affiliation(s)
- Tsai-Der Chuang
- Department of Obstetrics and Gynecology, Harbor-UCLA Medical Center, Torrance, CA 90502, USA;
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Nhu Ton
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Shawn Rysling
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Derek Quintanilla
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Drake Boos
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Jianjun Gao
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Hayden McSwiggin
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
| | - Wei Yan
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA 90095, USA
| | - Omid Khorram
- Department of Obstetrics and Gynecology, Harbor-UCLA Medical Center, Torrance, CA 90502, USA;
- The Lundquist Institute for Biomedical Innovation, Torrance, CA 90502, USA; (N.T.); (S.R.); (D.Q.); (D.B.); (J.G.); (H.M.); (W.Y.)
- Department of Obstetrics and Gynecology, David Geffen School of Medicine at the University of California, Los Angeles, CA 90095, USA
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10
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Edwards TL, Greene CA, Piekos JA, Hellwege JN, Hampton G, Jasper EA, Velez Edwards DR. Challenges and Opportunities for Data Science in Women's Health. Annu Rev Biomed Data Sci 2023; 6:23-45. [PMID: 37040736 PMCID: PMC10877578 DOI: 10.1146/annurev-biodatasci-020722-105958] [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] [Indexed: 04/13/2023]
Abstract
The intersection of women's health and data science is a field of research that has historically trailed other fields, but more recently it has gained momentum. This growth is being driven not only by new investigators who are moving into this area but also by the significant opportunities that have emerged in new methodologies, resources, and technologies in data science. Here, we describe some of the resources and methods being used by women's health researchers today to meet challenges in biomedical data science. We also describe the opportunities and limitations of applying these approaches to advance women's health outcomes and the future of the field, with emphasis on repurposing existing methodologies for women's health.
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Affiliation(s)
- Todd L Edwards
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
| | - Catherine A Greene
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jacqueline A Piekos
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jacklyn N Hellwege
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Gabrielle Hampton
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
| | - Elizabeth A Jasper
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Center for Precision Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Digna R Velez Edwards
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, USA;
- Division of Quantitative Sciences, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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11
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A View on Uterine Leiomyoma Genesis through the Prism of Genetic, Epigenetic and Cellular Heterogeneity. Int J Mol Sci 2023; 24:ijms24065752. [PMID: 36982825 PMCID: PMC10056617 DOI: 10.3390/ijms24065752] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 03/07/2023] [Accepted: 03/15/2023] [Indexed: 03/19/2023] Open
Abstract
Uterine leiomyomas (ULs), frequent benign tumours of the female reproductive tract, are associated with a range of symptoms and significant morbidity. Despite extensive research, there is no consensus on essential points of UL initiation and development. The main reason for this is a pronounced inter- and intratumoral heterogeneity resulting from diverse and complicated mechanisms underlying UL pathobiology. In this review, we comprehensively analyse risk and protective factors for UL development, UL cellular composition, hormonal and paracrine signalling, epigenetic regulation and genetic abnormalities. We conclude the need to carefully update the concept of UL genesis in light of the current data. Staying within the framework of the existing hypotheses, we introduce a possible timeline for UL development and the associated key events—from potential prerequisites to the beginning of UL formation and the onset of driver and passenger changes.
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12
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Sliz E, Tyrmi JS, Rahmioglu N, Zondervan KT, Becker CM, Uimari O, Kettunen J. Evidence of a causal effect of genetic tendency to gain muscle mass on uterine leiomyomata. Nat Commun 2023; 14:542. [PMID: 36726022 PMCID: PMC9892568 DOI: 10.1038/s41467-023-35974-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Accepted: 01/10/2023] [Indexed: 02/03/2023] Open
Abstract
Uterine leiomyomata (UL) are the most common tumours of the female genital tract and the primary cause of surgical removal of the uterus. Genetic factors contribute to UL susceptibility. To add understanding to the heritable genetic risk factors, we conduct a genome-wide association study (GWAS) of UL in up to 426,558 European women from FinnGen and a previous UL meta-GWAS. In addition to the 50 known UL loci, we identify 22 loci that have not been associated with UL in prior studies. UL-associated loci harbour genes enriched for development, growth, and cellular senescence. Of particular interest are the smooth muscle cell differentiation and proliferation-regulating genes functioning on the myocardin-cyclin dependent kinase inhibitor 1 A pathway. Our results further suggest that genetic predisposition to increased fat-free mass may be causally related to higher UL risk, underscoring the involvement of altered muscle tissue biology in UL pathophysiology. Overall, our findings add to the understanding of the genetic pathways underlying UL, which may aid in developing novel therapeutics.
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Affiliation(s)
- Eeva Sliz
- Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland.
- Biocenter Oulu, Oulu, Finland.
| | - Jaakko S Tyrmi
- Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland
- Biocenter Oulu, Oulu, Finland
| | - Nilufer Rahmioglu
- Oxford Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Krina T Zondervan
- Oxford Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Christian M Becker
- Oxford Endometriosis CaRe Centre, Nuffield Department of Women's and Reproductive Health, University of Oxford, Oxford, UK
| | - Outi Uimari
- Department of Obstetrics and Gynecology, Oulu University Hospital, Oulu, Finland
- PEDEGO Research Unit, University of Oulu and Oulu University Hospital, Oulu, Finland
- Medical Research Center Oulu, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Johannes Kettunen
- Center for Life Course Health Research, Faculty of Medicine, University of Oulu, Oulu, Finland
- Biocenter Oulu, Oulu, Finland
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13
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Piekos JA, Hellwege JN, Zhang Y, Torstenson ES, Jarvik GP, Dikilitas O, Kullo IJ, Schaid DJ, Crosslin DR, Pendergrass SA, Lee MTM, Roden D, Denny JC, Edwards TL, Velez Edwards DR. Uterine fibroid polygenic risk score (PRS) associates and predicts risk for uterine fibroid. Hum Genet 2022; 141:1739-1748. [PMID: 35226188 PMCID: PMC9420161 DOI: 10.1007/s00439-022-02442-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 02/11/2022] [Indexed: 11/29/2022]
Abstract
Uterine fibroids (UF) are common pelvic tumors in women, heritable, and genome-wide association studies (GWAS) have identified ~ 30 loci associated with increased risk in UF. Using summary statistics from a previously published UF GWAS performed in a non-Hispanic European Ancestry (NHW) female subset from the Electronic Medical Records and Genomics (eMERGE) Network, we constructed a polygenic risk score (PRS) for UF. UF-PRS was developed using PRSice and optimized in the separate clinical population of BioVU. PRS was validated using parallel methods of 10-fold cross-validation logistic regression and phenome-wide association study (PheWAS) in a seperate subset of eMERGE NHW females (validation set), excluding samples used in GWAS. PRSice determined pt < 0.001 and after linkage disequilibrium pruning (r2 < 0.2), 4458 variants were in the PRS which was significant (pseudo-R2 = 0.0018, p = 0.041). 10-fold cross-validation logistic regression modeling of validation set revealed the model had an area under the curve (AUC) value of 0.60 (95% confidence interval [CI] 0.58-0.62) when plotted in a receiver operator curve (ROC). PheWAS identified six phecodes associated with the PRS with the most significant phenotypes being 218 'benign neoplasm of uterus' and 218.1 'uterine leiomyoma' (p = 1.94 × 10-23, OR 1.31 [95% CI 1.26-1.37] and p = 3.50 × 10-23, OR 1.32 [95% CI 1.26-1.37]). We have developed and validated the first PRS for UF. We find our PRS has predictive ability for UF and captures genetic architecture of increased risk for UF that can be used in further studies.
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Affiliation(s)
- Jacqueline A Piekos
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
| | - Jacklyn N Hellwege
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37203, USA
| | - Yanfei Zhang
- Genomic Medicine Institute, Geisinger Health Systems, Danville, PA, 17822, USA
| | - Eric S Torstenson
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37203, USA
| | - Gail P Jarvik
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington Medical Center, Seattle, WA, 98195, USA
| | - Ozan Dikilitas
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Iftikhar J Kullo
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, 55905, USA
| | - Daniel J Schaid
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, 55905, USA
| | - David R Crosslin
- Departments of Medicine (Medical Genetics) and Genome Sciences, University of Washington Medical Center, Seattle, WA, 98195, USA
| | | | - Ming Ta Michael Lee
- Genomic Medicine Institute, Geisinger Health Systems, Danville, PA, 17822, USA
| | - Dan Roden
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
- Division of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37203, USA
| | - Josh C Denny
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, 37203, USA
| | - Todd L Edwards
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37203, USA
| | - Digna R Velez Edwards
- Vanderbilt Genetics Institute, Vanderbilt University, Nashville, TN, 37203, USA.
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, TN, 37203, USA.
- Division of Quantitative Science, Department of Obstetrics and Gynecology, Vanderbilt University Medical Center, Nashville, TN, 37203, USA.
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14
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Kim G, Jang G, Song J, Kim D, Lee S, Joo JWJ, Jang W. A transcriptome-wide association study of uterine fibroids to identify potential genetic markers and toxic chemicals. PLoS One 2022; 17:e0274879. [PMID: 36174000 PMCID: PMC9521910 DOI: 10.1371/journal.pone.0274879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Accepted: 09/06/2022] [Indexed: 11/30/2022] Open
Abstract
Uterine fibroid is one of the most prevalent benign tumors in women, with high socioeconomic costs. Although genome-wide association studies (GWAS) have identified several loci associated with uterine fibroid risks, they could not successfully interpret the biological effects of genomic variants at the gene expression levels. To prioritize uterine fibroid susceptibility genes that are biologically interpretable, we conducted a transcriptome-wide association study (TWAS) by integrating GWAS data of uterine fibroid and expression quantitative loci data. We identified nine significant TWAS genes including two novel genes, RP11-282O18.3 and KBTBD7, which may be causal genes for uterine fibroid. We conducted functional enrichment network analyses using the TWAS results to investigate the biological pathways in which the overall TWAS genes were involved. The results demonstrated the immune system process to be a key pathway in uterine fibroid pathogenesis. Finally, we carried out chemical–gene interaction analyses using the TWAS results and the comparative toxicogenomics database to determine the potential risk chemicals for uterine fibroid. We identified five toxic chemicals that were significantly associated with uterine fibroid TWAS genes, suggesting that they may be implicated in the pathogenesis of uterine fibroid. In this study, we performed an integrative analysis covering the broad application of bioinformatics approaches. Our study may provide a deeper understanding of uterine fibroid etiologies and informative notifications about potential risk chemicals for uterine fibroid.
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Affiliation(s)
- Gayeon Kim
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
| | - Gyuyeon Jang
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
| | - Jaeseung Song
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
| | - Daeun Kim
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
| | - Sora Lee
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
| | - Jong Wha J. Joo
- Department of Computer Science and Engineering, Dongguk University-Seoul, Seoul, South Korea
| | - Wonhee Jang
- Department of Life Sciences, Dongguk University-Seoul, Seoul, Republic of Korea
- * E-mail:
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15
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Tai AS, Lin RT, Lin YC, Wang CH, Lin SH, Imoto S. Genome-wide causal mediation analysis identifies genetic loci associated with uterine fibroids mediated by age at menarche. Hum Reprod 2022; 37:2197-2212. [PMID: 35689443 PMCID: PMC10467635 DOI: 10.1093/humrep/deac136] [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: 10/02/2021] [Revised: 03/04/2022] [Indexed: 11/12/2022] Open
Abstract
STUDY QUESTION Could the direct contribution of genetic variants to the pathophysiology of uterine fibroids and the contribution mediated by age at menarche be different? SUMMARY ANSWER Age at menarche plays a mediation role in the genetic influence on uterine fibroids, and four causal genetic mechanisms underlying the age at menarche-mediated effects of common genetic loci on uterine fibroid development were identified. WHAT IS KNOWN ALREADY Uterine fibroids are common benign tumors developing from uterine smooth muscle. Genome-wide association studies (GWASs) have identified over 30 genetic loci associated with uterine fibroids in different ethnic populations. Several genetic variations in or nearby these identified loci were also associated with early age at menarche, one of the major risk factors of uterine fibroids. Although the results of GWASs reveal how genetic variations affect uterine fibroids, the genetic mechanism of uterine fibroids mediated by age at menarche remains elusive. STUDY DESIGN, SIZE, DURATION In this study, we conducted a genome-wide causal mediation analysis in two cohorts covering a total of 69 552 females of Han Chinese descent from the Taiwan Biobank (TWB). TWB is an ongoing community- and hospital-based cohort aiming to enroll 200 000 individuals from the general Taiwanese population between 30 and 70 years old. It has been enrolling Taiwanese study participants since 2012 and has extensive phenotypic data collected from 148 291 individuals as of May 2021. PARTICIPANTS/MATERIALS, SETTING, METHODS We recruited individuals in two cohorts, with 13 899 females in TWB1 and 55 653 females in TWB2. The two sets of individuals are almost distinct, with only 730 individuals enrolled in both cohorts. Over 99% of the participants are Han Chinese. Approximately 21% of participants developed uterine fibroids. DNA samples from both cohorts were genotyped using two different customized chips (TWB1 and TWB2 arrays). After quality control and genotype imputation, 646 973 TWB1 single-nucleotide polymorphisms (SNPs) and 686 439 TWB2 SNPs were assessed in our analysis. There were 99 939 SNPs which overlapped between the TWB1 and TWB2 arrays, 547 034 TWB1 array-specific SNPs and 586 500 TWB2 array-specific SNPs. We performed GWASs for screening potential risk SNPs for age at menarche and for uterine fibroids. We subsequently identified causal mediation effects of risk SNPs on uterine fibroids mediated by age at menarche. MAIN RESULTS AND THE ROLE OF CHANCE In addition to known loci at LIN28B associated with age at menarche and loci at WNT4 associated with uterine fibroids, we identified 162 SNPs in 77 transcripts that were associated with menarche-mediated causal effects on uterine fibroids via four different causal genetic mechanisms: a both-harmful group with 52 SNPs, a both-protective group with 34 SNPs, a mediator-harmful group with 22 SNPs and a mediator-protective group with 54 SNPs. Among these SNPs, rs809302 in SLK significantly increased the risk of developing uterine fibroids by 3.92% through a mechanism other than age at menarche (P < 10-10), and rs371721345 in HLA-DOB was associated with a 2.70% decreased risk (P < 10-10) in the occurrence of uterine fibroids, mediated by age at menarche. These findings provide insights into the mechanism underlying the effect of genetic loci on uterine fibroids mediated by age at menarche. LIMITATIONS, REASONS FOR CAUTION A potential issue is that the present study relied upon self-reported age at menarche and uterine fibroid information. Due to the experimental design, the consistency between self-reports and medical records for uterine fibroids in Taiwan cannot be checked. Fortunately, the literature support that self-reporting even years later remains a practical means for collecting data on menarche and uterine fibroids. We found that the impact of under-reporting of uterine fibroids is less in our study. In addition, the rate of reporting a diagnosis of uterine fibroids was within the rates of medical diagnosis based on national health insurance data. Future work investigating the consistency between self-reports and medical records in Taiwan can remedy this issue. WIDER IMPLICATIONS OF THE FINDINGS This study is the first to investigate whether and to what extent age at menarche mediates the causal effects of genetic variants on uterine fibroids by using genome-wide causal mediation analysis. By treating age at menarche as a mediator, this report provides an insight into the genetic risk factors for developing uterine fibroids. Thus, this article represents a step forward in deciphering the role of intermediated risk factors in the genetic mechanism of disease. STUDY FUNDING/COMPETING INTEREST(S) This work was supported by the China Medical University, Taiwan (CMU110-ASIA-13 and CMU107-Z-04), the Ministry of Science and Technology, Taiwan (MOST 110-2314-B-039-058) and the International Joint Usage/Research Center, the Institute of Medical Science, the University of Tokyo, Japan (K2104). The authors have no competing interests. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- An-Shun Tai
- Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Department of Statistics, National Cheng Kung University, Tainan, Taiwan
| | - Ro-Ting Lin
- College of Public Health, China Medical University, Taichung, Taiwan
| | - Yi-Chun Lin
- College of Public Health, China Medical University, Taichung, Taiwan
- Department of Chinese Medicine, China Medical University Hospital, Taichung, Taiwan
| | - Chung-Hsing Wang
- Department of Pediatrics, China Medical University Children’s Hospital, Taichung, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, Taiwan
| | - Sheng-Hsuan Lin
- Institute of Statistics, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Seiya Imoto
- Human Genome Center, The Institute of Medical Science, The University of Tokyo, Tokyo, Japan
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16
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Abegglen LM, Harrison TM, Moresco A, Fowles JS, Troan BV, Kiso WK, Schmitt D, Boddy AM, Schiffman JD. Of Elephants and Other Mammals: A Comparative Review of Reproductive Tumors and Potential Impact on Conservation. Animals (Basel) 2022; 12:2005. [PMID: 35953994 PMCID: PMC9367617 DOI: 10.3390/ani12152005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/13/2022] [Accepted: 07/29/2022] [Indexed: 11/18/2022] Open
Abstract
Reproductive tumors can impact conception, pregnancy, and birth in mammals. These impacts are well documented in humans, while data in other mammals are limited. An urgent need exists to understand the reproductive impact of these lesions in endangered species, because some endangered species have a documented high prevalence of reproductive tumors. This article documents that the prevalence of both benign and malignant neoplasia differs between African and Asian elephants, with Asian elephants more frequently diagnosed and negatively affected by both. The prevalence of these tumors across mammalian species is compared, and impact plus treatment options in human medicine are reviewed to inform decision making in elephants. Evidence suggests that reproductive tumors can negatively impact elephant conservation. Future studies that document reproductive outcomes, including the success of various treatment approaches in elephants with tumors will benefit conservation efforts.
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Affiliation(s)
- Lisa M. Abegglen
- Department of Pediatrics & Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
- Arizona Cancer Evolution Center, Arizona State University, Tempe, AZ 85281, USA
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
| | - Tara M. Harrison
- Arizona Cancer Evolution Center, Arizona State University, Tempe, AZ 85281, USA
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Department of Clinical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
| | - Anneke Moresco
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Department of Clinical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Reproductive Health Surveillance Program, Morrison, CO 80465, USA
| | - Jared S. Fowles
- Department of Pediatrics & Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
| | - Brigid V. Troan
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Department of Clinical Sciences, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
| | - Wendy K. Kiso
- White Oak Conservation Foundation, Yulee, FL 32097, USA
| | - Dennis Schmitt
- Department of Animal Science, William H. Darr College of Agriculture, Missouri State University, Springfield, MO 65809, USA
| | - Amy M. Boddy
- Arizona Cancer Evolution Center, Arizona State University, Tempe, AZ 85281, USA
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Department of Anthropology, University of California Santa Barbara, Santa Barbara, CA 93106, USA
| | - Joshua D. Schiffman
- Department of Pediatrics & Huntsman Cancer Institute, University of Utah, Salt Lake City, UT 84112, USA
- Arizona Cancer Evolution Center, Arizona State University, Tempe, AZ 85281, USA
- Exotic Species Cancer Research Alliance, North Carolina State University College of Veterinary Medicine, Raleigh, NC 27607, USA
- Peel Therapeutics, Inc., Salt Lake City, UT 84108, USA
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17
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Orellana M, Riggan KA, DSouza K, Stewart EA, Venable S, Balls-Berry JE, Allyse MA. Perceptions of Ethnoracial Factors in the Management and Treatment of Uterine Fibroids. J Racial Ethn Health Disparities 2022; 9:1184-1191. [PMID: 34013445 PMCID: PMC10695323 DOI: 10.1007/s40615-021-01059-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Uterine fibroids are non-cancerous neoplasms of the uterus. Women of color, including non-Hispanic Black/African American women and Hispanic/Latinas, have a higher uterine fibroid prevalence, incidence, and disease burden compared to non-Hispanic White women. Therefore, understanding ethnoracial factors in the diagnosis and treatment of uterine fibroids in women of color is critical. This study provides insight on the ethnoracial factors and cultural barriers experienced by women of color in the management and treatment of uterine fibroids. METHODS Women were recruited via The Fibroid Foundation, a nonprofit that provides uterine fibroid support and education. Women who were interested completed an online screening survey. Eligible participants were interviewed via phone. Transcribed audio recordings were qualitatively analyzed using the principles of grounded theory. RESULTS Forty-seven women of reproductive age who were diagnosed with uterine fibroids and received U.S.-based care participated in a semi-structured interview exploring experiences with uterine fibroid diagnosis and management. Twenty-eight women self-identified as Black, Latina, or other ethnicity. Women of color reported fibroid symptoms that significantly disrupted their work and home life. Women of color also reported perceptions that their race/ethnicity impacted their uterine fibroid treatment, including negative interpersonal provider-patient interactions. These perceptions engendered feelings of skepticism towards the medical system based on historical injustices and/or their own negative experiences and led some to go without longitudinal care. CONCLUSION Cultural and familial factors have significant impact on uterine fibroid diagnosis and management. Greater attention to culturally sensitive care and potential bias reduction in the treatment of uterine fibroids should be a priority.
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Affiliation(s)
- Minerva Orellana
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN, USA
| | - Kirsten A Riggan
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA
| | - Karen DSouza
- Mayo Clinic Graduate School of Biomedical Sciences, Rochester, MN, USA
| | - Elizabeth A Stewart
- Division of Reproductive Endocrinology, Department of Obstetrics & Gynecology, Mayo Clinic, Rochester, MN, USA
| | | | - Joyce E Balls-Berry
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Megan A Allyse
- Biomedical Ethics Research Program, Mayo Clinic, Rochester, MN, USA.
- Department of Obstetrics & Gynecology, Mayo Clinic, Rochester, MN, USA.
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18
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Dai Y, Liu X, Zhu Y, Mao S, Yang J, Zhu L. Exploring Potential Causal Genes for Uterine Leiomyomas: A Summary Data-Based Mendelian Randomization and FUMA Analysis. Front Genet 2022; 13:890007. [PMID: 35903355 PMCID: PMC9315954 DOI: 10.3389/fgene.2022.890007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 06/10/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: To explore potential causal genetic variants and genes underlying the pathogenesis of uterine leiomyomas (ULs). Methods: We conducted the summary data-based Mendelian randomization (SMR) analyses and performed functional mapping and annotation using FUMA to examine genetic variants and genes that are potentially involved in the pathogenies of ULs. Both analyses used summarized data of a recent genome-wide association study (GWAS) on ULs, which has a total sample size of 244,324 (20,406 cases and 223,918 controls). We performed separate SMR analysis using CAGE and GTEx eQTL data. Results: Using the CAGE eQTL data, our SMR analysis identified 13 probes tagging 10 unique genes that were pleiotropically/potentially causally associated with ULs, with the top three probes being ILMN_1675156 (tagging CDC42, PSMR = 8.03 × 10−9), ILMN_1705330 (tagging CDC42, PSMR = 1.02 × 10−7) and ILMN_2343048 (tagging ABCB9, PSMR = 9.37 × 10−7). Using GTEx eQTL data, our SMR analysis did not identify any significant genes after correction for multiple testing. FUMA analysis identified 106 independent SNPs, 24 genomic loci and 137 genes that are potentially involved in the pathogenesis of ULs, seven of which were also identified by the SMR analysis. Conclusions: We identified many genetic variants, genes, and genomic loci that are potentially involved in the pathogenesis of ULs. More studies are needed to explore the exact underlying mechanisms in the etiology of ULs.
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Affiliation(s)
- Yuxin Dai
- Department of Obstetrics and Gynecology, State Key Laboratory of Complex, Severe and Rare Diseases, National Clinical Research Center for Obstetric and Gynecologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xudong Liu
- Medical Science Research Center, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Science and Peking Union Medical College, Beijing, China
| | - Yining Zhu
- School of Mathematical Sciences, Fudan University, Shanghai, China
| | - Su Mao
- Department of Obstetrics and Gynecology, State Key Laboratory of Complex, Severe and Rare Diseases, National Clinical Research Center for Obstetric and Gynecologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jingyun Yang
- Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, IL, United States
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Lan Zhu
- Department of Obstetrics and Gynecology, State Key Laboratory of Complex, Severe and Rare Diseases, National Clinical Research Center for Obstetric and Gynecologic Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Lan Zhu,
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19
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Barbu MC, Huider F, Campbell A, Amador C, Adams MJ, Lynall ME, Howard DM, Walker RM, Morris SW, Van Dongen J, Porteous DJ, Evans KL, Bullmore E, Willemsen G, Boomsma DI, Whalley HC, McIntosh AM. Methylome-wide association study of antidepressant use in Generation Scotland and the Netherlands Twin Register implicates the innate immune system. Mol Psychiatry 2022; 27:1647-1657. [PMID: 34880450 PMCID: PMC9095457 DOI: 10.1038/s41380-021-01412-7] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 10/11/2021] [Accepted: 11/26/2021] [Indexed: 12/28/2022]
Abstract
Antidepressants are an effective treatment for major depressive disorder (MDD), although individual response is unpredictable and highly variable. Whilst the mode of action of antidepressants is incompletely understood, many medications are associated with changes in DNA methylation in genes that are plausibly linked to their mechanisms. Studies of DNA methylation may therefore reveal the biological processes underpinning the efficacy and side effects of antidepressants. We performed a methylome-wide association study (MWAS) of self-reported antidepressant use accounting for lifestyle factors and MDD in Generation Scotland (GS:SFHS, N = 6428, EPIC array) and the Netherlands Twin Register (NTR, N = 2449, 450 K array) and ran a meta-analysis of antidepressant use across these two cohorts. We found ten CpG sites significantly associated with self-reported antidepressant use in GS:SFHS, with the top CpG located within a gene previously associated with mental health disorders, ATP6V1B2 (β = -0.055, pcorrected = 0.005). Other top loci were annotated to genes including CASP10, TMBIM1, MAPKAPK3, and HEBP2, which have previously been implicated in the innate immune response. Next, using penalised regression, we trained a methylation-based score of self-reported antidepressant use in a subset of 3799 GS:SFHS individuals that predicted antidepressant use in a second subset of GS:SFHS (N = 3360, β = 0.377, p = 3.12 × 10-11, R2 = 2.12%). In an MWAS analysis of prescribed selective serotonin reuptake inhibitors, we showed convergent findings with those based on self-report. In NTR, we did not find any CpGs significantly associated with antidepressant use. The meta-analysis identified the two CpGs of the ten above that were common to the two arrays used as being significantly associated with antidepressant use, although the effect was in the opposite direction for one of them. Antidepressants were associated with epigenetic alterations in loci previously associated with mental health disorders and the innate immune system. These changes predicted self-reported antidepressant use in a subset of GS:SFHS and identified processes that may be relevant to our mechanistic understanding of clinically relevant antidepressant drug actions and side effects.
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Affiliation(s)
- Miruna C Barbu
- Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK.
| | - Floris Huider
- Faculty of Behavioural and Movement Sciences, Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Archie Campbell
- Centre for Genomic and Experimental Medicine, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Carmen Amador
- MRC Human Genetics Unit, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Mark J Adams
- Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | | | - David M Howard
- Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
- Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Rosie M Walker
- Centre for Genomic and Experimental Medicine, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Stewart W Morris
- Centre for Genomic and Experimental Medicine, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Jenny Van Dongen
- Faculty of Behavioural and Movement Sciences, Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - David J Porteous
- Centre for Genomic and Experimental Medicine, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Kathryn L Evans
- Centre for Genomic and Experimental Medicine, The Institute of Genetics and Cancer, The University of Edinburgh, Edinburgh, UK
| | - Edward Bullmore
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Gonneke Willemsen
- Faculty of Behavioural and Movement Sciences, Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Dorret I Boomsma
- Faculty of Behavioural and Movement Sciences, Biological Psychology, Vrije Universiteit Amsterdam, Amsterdam, Netherlands
| | - Heather C Whalley
- Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
| | - Andrew M McIntosh
- Division of Psychiatry, The University of Edinburgh, Royal Edinburgh Hospital, Edinburgh, UK
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20
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Zia G, Sebek J, Prakash P. Temperature-dependent dielectric properties of human uterine fibroids over microwave frequencies. Biomed Phys Eng Express 2021; 7. [PMID: 34534970 DOI: 10.1088/2057-1976/ac27c2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 09/17/2021] [Indexed: 12/15/2022]
Abstract
Microwave ablation is under investigation as a minimally-invasive treatment for uterine fibroids. Computational models play a vital role in the development, evaluation and characterization of candidate ablation devices. The temperature-dependent dielectric properties of fibroid tissue are essential for accurate computational modeling.Objective:To measure the broadband temperature-dependent dielectric properties of uterine fibroids excised during hysterectomy procedures.Methods: The open-ended coaxial probe method was employed for measuring the broadband dielectric properties of freshly excised human uterine fibroid samples (n = 6) obtained from an IRB-approved tissue bank. The dielectric properties (relative permittivity,εr, and effective electrical conductivity,σeff) were evaluated at temperatures ranging from 23 °C-150 °C, over the frequency range of 0.5-6 GHz. Linear piecewise parametrization with respect to temperature and quadratic parametrization with respect to frequency was applied to characterize broadband temperature-dependent dielectric properties of fibroid tissue.Results: The baseline room temperature values ofεrvary from 57.5 ± 5.29 to 44.5 ± 5.77 units andσeffchanges from 0.91 ± 0.19 to 6.02 ± 0.7 S m-1over the frequency range of 0.5-6 GHz. At temperatures close to the water vaporization point,εr, drops considerably i.e. to 12%-14% of its baseline value for all measured frequencies.σeffvalues initially rise till 98 °C and then fall to 11%-13% of their baseline values at 125 °C for frequencies ≤2.45 GHz. Theσefffollows a decreasing trend for frequencies >2.45 GHz and drops to ∼6 % of their baseline room temperature values.Conclusion:The temperature dependent dielectric properties of uterine fibroid tissues over microwave frequency range are reported for the first time in this study. Parametric models of uterine fibroid dielectric properties are also presented for incorporation within computational models of microwave ablation of fibroids.
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Affiliation(s)
- Ghina Zia
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, United States of America
| | - Jan Sebek
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, United States of America.,Department of Circuit Theory, Czech Technical University in Prague, Prague, Czech Republic
| | - Punit Prakash
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS, United States of America
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21
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Shtykalova SV, Egorova AA, Maretina MA, Freund SA, Baranov VS, Kiselev AV. Molecular Genetic Basis and Prospects of Gene Therapy of Uterine Leiomyoma. RUSS J GENET+ 2021. [DOI: 10.1134/s1022795421090118] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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22
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Pitzer LM, Moroney MR, Nokoff NJ, Sikora MJ. WNT4 Balances Development vs Disease in Gynecologic Tissues and Women's Health. Endocrinology 2021; 162:6272210. [PMID: 33963381 PMCID: PMC8197283 DOI: 10.1210/endocr/bqab093] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Indexed: 12/15/2022]
Abstract
The WNT family of proteins is crucial in numerous developmental pathways and tissue homeostasis. WNT4, in particular, is uniquely implicated in the development of the female phenotype in the fetus, and in the maintenance of müllerian and reproductive tissues. WNT4 dysfunction or dysregulation can drive sex-reversal syndromes, highlighting the key role of WNT4 in sex determination. WNT4 is also critical in gynecologic pathologies later in life, including several cancers, uterine fibroids, endometriosis, and infertility. The role of WNT4 in normal decidualization, implantation, and gestation is being increasingly appreciated, while aberrant activation of WNT4 signaling is being linked both to gynecologic and breast cancers. Notably, single-nucleotide polymorphisms (SNPs) at the WNT4 gene locus are strongly associated with these pathologies and may functionally link estrogen and estrogen receptor signaling to upregulation and activation of WNT4 signaling. Importantly, in each of these developmental and disease states, WNT4 gene expression and downstream WNT4 signaling are regulated and executed by myriad tissue-specific pathways. Here, we review the roles of WNT4 in women's health with a focus on sex development, and gynecologic and breast pathologies, and our understanding of how WNT4 signaling is controlled in these contexts. Defining WNT4 functions provides a unique opportunity to link sex-specific signaling pathways to women's health and disease.
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Affiliation(s)
- Lauren M Pitzer
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
| | - Marisa R Moroney
- Department of Obstetrics and Gynecology, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
| | - Natalie J Nokoff
- Department of Pediatrics, Section of Endocrinology, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
| | - Matthew J Sikora
- Department of Pathology, University of Colorado Anschutz Medical Campus, Aurora, Colorado 80045, USA
- Correspondence: Matthew J. Sikora, PhD; Department of Pathology, University of Colorado Anschutz Medical Campus, Mail Stop 8104, Research Complex 1 South, Rm 5117, 12801 E 17th Ave, Aurora, CO 80045, USA. . Twitter: @mjsikora
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23
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Zia G, Sebek J, Schenck J, Prakash P. Transcervical microwave ablation in type 2 uterine fibroids via a hysteroscopic approach: analysis of ablation profiles. Biomed Phys Eng Express 2021; 7. [PMID: 33975302 DOI: 10.1088/2057-1976/abffe4] [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: 02/16/2021] [Accepted: 05/11/2021] [Indexed: 12/12/2022]
Abstract
Type 2 uterine fibroids are challenging to resect surgically as ≥ 50% volume of myoma lies within the myometrium. A hysteroscopic approach for ablating fibroids is minimally-invasive, but places a considerable burden on the operator to accurately place the ablation applicator within the target. We investigated the sensitivity of transcervical microwave ablation outcome with respect to position of the ablation applicator within 1 - 3 cm type 2 fibroids.Methods:A finite element computer model was developed to simulate 5.8 GHz microwave ablation of fibroids and validated with experiments inex vivotissue. The ablation outcome was evaluated with respect to applicator insertion angles (30°, 45°, 60°) , depth and offset from the fibroid center (±2 mm for 3 cm fibroid and ±1 mm for 1 cm fibroid) with 35 W and 15 W applied power for 3 cm and 1 cm fibroids, respectively. Power deposition was stopped when thermal dose of 40 cumulative equivalent minutes at 43 °C (CEM43) was accrued in adjacent myometrium.Results:Within the range of all evaluated insertion angles, depths and offsets, the ablation coverage was less sensitive to variation in angle as compared to depth and offset, and ranged from 34.9 - 83.6% for 3 cm fibroid in 140 - 400 s and 34.1 - 67.9% for 1 cm fibroid in 30 - 50 s of heating duration. Maximum achievable ablation coverage in both fibroid cases reach ∼ 90% if thermal dose is allowed to exceed 40 CEM43 in myometrium.Conclusion:The study demonstrates the technical feasibility of transcervical microwave ablation for fibroid treatment and the relationship between applicator position within the fibroid and fraction of fibroid that can be ablated while limiting thermal dose in adjacent myometrium.
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Affiliation(s)
- Ghina Zia
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, Kansas, United States of America
| | - Jan Sebek
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, Kansas, United States of America.,Department of Circuit Theory, Czech Technical University in Prague, Prague, Czech Republic
| | - Jessica Schenck
- Hologic, Inc., Marlborough, Massachusetts, United States of America
| | - Punit Prakash
- Department of Electrical and Computer Engineering, Kansas State University, Manhattan, Kansas, United States of America
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24
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Bozal-Basterra L, Gonzalez-Santamarta M, Muratore V, Martín-Martín N, Ercilla A, Rodríguez JA, Carracedo A, Sutherland JD, Barrio R. LUZP1 Controls Cell Division, Migration and Invasion Through Regulation of the Actin Cytoskeleton. Front Cell Dev Biol 2021; 9:624089. [PMID: 33869174 PMCID: PMC8049182 DOI: 10.3389/fcell.2021.624089] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 03/03/2021] [Indexed: 12/21/2022] Open
Abstract
LUZP1 is a centrosomal and actin cytoskeleton-localizing protein that regulates both ciliogenesis and actin filament bundling. As the cytoskeleton and cilia are implicated in metastasis and tumor suppression, we examined roles for LUZP1 in the context of cancer. Here we show that LUZP1 exhibits frequent genomic aberrations in cancer, with a predominance of gene deletions. Furthermore, we demonstrate that CRISPR/Cas9-mediated loss of Luzp1 in mouse fibroblasts promotes cell migration and invasion features, reduces cell viability, and increases cell apoptosis, centriole numbers, and nuclear size while altering the actin cytoskeleton. Loss of Luzp1 also induced changes to ACTR3 (Actin Related Protein 3, also known as ARP3) and phospho-cofilin ratios, suggesting regulatory roles in actin polymerization, beyond its role in filament bundling. Our results point to an unprecedented role for LUZP1 in the regulation of cancer features through the control of actin cytoskeleton.
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Affiliation(s)
- Laura Bozal-Basterra
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
| | - María Gonzalez-Santamarta
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
| | - Veronica Muratore
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
| | - Natalia Martín-Martín
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
| | - Amaia Ercilla
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Jose A Rodríguez
- Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country Universidad del País Vasco/Euskal Herriko Unibertsitatea (UPV/EHU), Leioa, Spain
| | - Arkaitz Carracedo
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain.,Ikerbasque, Basque Foundation for Science, Bilbao, Spain.,Biochemistry and Molecular Biology Department, University of the Basque Country (UPV/EHU), Leioa, Spain
| | - James D Sutherland
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
| | - Rosa Barrio
- Center for Cooperative Research in Biosciences (CIC BioGUNE), Basque Research and Technology Alliance, Bizkaia Technology Park, Derio, Spain
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25
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26
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Crandall CJ, Diamant AL, Maglione M, Thurston RC, Sinsheimer J. Genetic Variation and Hot Flashes: A Systematic Review. J Clin Endocrinol Metab 2020; 105:dgaa536. [PMID: 32797194 PMCID: PMC7538102 DOI: 10.1210/clinem/dgaa536] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 08/10/2020] [Indexed: 12/26/2022]
Abstract
CONTEXT Approximately 70% of women report experiencing vasomotor symptoms (VMS, hot flashes and/or night sweats). The etiology of VMS is not clearly understood but may include genetic factors. EVIDENCE ACQUISITION We searched PubMed and Embase in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidance. We included studies on associations between genetic variation and VMS. We excluded studies focused on medication interventions or prevention or treatment of breast cancer. EVIDENCE SYNTHESIS Of 202 unique citations, 18 citations met the inclusion criteria. Study sample sizes ranged from 51 to 17 695. Eleven of the 18 studies had fewer than 500 participants; 2 studies had 1000 or more. Overall, statistically significant associations with VMS were found for variants in 14 of the 26 genes assessed in candidate gene studies. The cytochrome P450 family 1 subfamily A member 1 (CYP1B1) gene was the focus of the largest number (n = 7) of studies, but strength and statistical significance of associations of CYP1B1 variants with VMS were inconsistent. A genome-wide association study reported statistically significant associations between 14 single-nucleotide variants in the tachykinin receptor 3 gene and VMS. Heterogeneity across trials regarding VMS measurement methods and effect measures precluded quantitative meta-analysis; there were few studies of each specific genetic variant. CONCLUSIONS Genetic variants are associated with VMS. The associations are not limited to variations in sex-steroid metabolism genes. However, studies were few and future studies are needed to confirm and extend these findings.
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Affiliation(s)
- Carolyn J Crandall
- David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | - Allison L Diamant
- David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
| | | | - Rebecca C Thurston
- University of Pittsburgh School of Medicine & Graduate School of Public Health, Pittsburgh, Pennsylvania
| | - Janet Sinsheimer
- David Geffen School of Medicine at the University of California Los Angeles, Los Angeles, California
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27
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Sakai K, Tanikawa C, Hirasawa A, Chiyoda T, Yamagami W, Kataoka F, Susumu N, Terao C, Kamatani Y, Takahashi A, Momozawa Y, Hirata M, Kubo M, Fuse N, Takai-Igarashi T, Shimizu A, Fukushima A, Kadota A, Arisawa K, Ikezaki H, Wakai K, Yamaji T, Sawada N, Iwasaki M, Tsugane S, Aoki D, Matsuda K. Identification of a novel uterine leiomyoma GWAS locus in a Japanese population. Sci Rep 2020; 10:1197. [PMID: 31988393 PMCID: PMC6985131 DOI: 10.1038/s41598-020-58066-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 12/12/2019] [Indexed: 12/26/2022] Open
Abstract
Uterine leiomyoma is one of the most common gynaecologic benign tumours, but its genetic basis remains largely unknown. Six previous GWAS identified 33 genetic factors in total. Here, we performed a two-staged GWAS using 13,746 cases and 70,316 controls from the Japanese population, followed by a replication analysis using 3,483 cases and 4,795 controls. The analysis identified 9 significant loci, including a novel locus on 12q23.2 (rs17033114, P = 6.12 × 10-25 with an OR of 1.177 (1.141-1.213), LINC00485). Subgroup analysis indicated that 5 loci (3q26.2, 5p15.33, 10q24.33, 11p15.5, 13q14.11) exhibited a statistically significant effect among multiple leiomyomas, and 2 loci (3q26.2, 10q24.33) exhibited a significant effect among submucous leiomyomas. Pleiotropic analysis indicated that all 9 loci were associated with at least one proliferative disease, suggesting the role of these loci in the common neoplastic pathway. Furthermore, the risk T allele of rs2251795 (3q26.2) was associated with longer telomere length in both normal and tumour tissues. Our findings elucidated the significance of genetic factors in the pathogenesis of leiomyoma.
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Affiliation(s)
- Kensuke Sakai
- Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan.,Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan
| | - Chizu Tanikawa
- Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Akira Hirasawa
- Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan.,Department of Clinical Genomic Medicine, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Okayama, Japan
| | - Tatsuyuki Chiyoda
- Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan
| | - Wataru Yamagami
- Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan
| | - Fumio Kataoka
- Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan
| | - Nobuyuki Susumu
- International University of Health and Welfare School of Medicine, Department of Obstetrics and Gynecology, Chiba, Japan
| | - Chikashi Terao
- RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | | | - Atsushi Takahashi
- RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan.,Department of Genomic Medicine, Research Institute, National Cerebral and Cardiovascular Center, Osaka, Japan
| | | | - Makoto Hirata
- Laboratory of Genome Technology, Human Genome Center, Institute of Medical Science, University of Tokyo, Tokyo, Japan
| | - Michiaki Kubo
- RIKEN Center for Integrative Medical Sciences, Kanagawa, Japan
| | - Nobuo Fuse
- Tohoku Medical Megabank Organization, Tohoku University, Sendai, Japan
| | | | - Atsushi Shimizu
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Akimune Fukushima
- Iwate Tohoku Medical Megabank Organization, Iwate Medical University, Iwate, Japan
| | - Aya Kadota
- Department of Health Science, Shiga University of Medical Science, Shiga, Japan
| | - Kokichi Arisawa
- Department of Preventive Medicine, Institute of Biomedical Sciences, Tokushima University Graduate School, Tokushima, Japan
| | - Hiroaki Ikezaki
- Department of General Internal Medicine, Kyushu University Hospital, Fukuoka, Japan
| | - Kenji Wakai
- Department of Preventive Medicine, Nagoya University Graduate School of Medicine, Aichi, Japan
| | - Taiki Yamaji
- Division of Epidemiology, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Norie Sawada
- Division of Epidemiology, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Motoki Iwasaki
- Division of Epidemiology, Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Shoichiro Tsugane
- Center for Public Health Sciences, National Cancer Center, Tokyo, Japan
| | - Daisuke Aoki
- Keio University School of Medicine, Department of Obstetrics and Gynecology, Tokyo, Japan
| | - Koichi Matsuda
- Laboratory of Clinical Genome Sequencing, Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Tokyo, Japan.
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28
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Qin H, Lin Z, Vásquez E, Xu L. The association between chronic psychological stress and uterine fibroids risk: A meta-analysis of observational studies. Stress Health 2019; 35:585-594. [PMID: 31452302 DOI: 10.1002/smi.2895] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 07/07/2019] [Accepted: 08/16/2019] [Indexed: 01/10/2023]
Abstract
The association between chronic psychological stress and uterine fibroids (UFs) risk remains unclear. In this study, a meta-analysis of observational studies was performed to explore the reported association between them. A literature search was performed in PubMed, EMBASE, and Web of Science to identify relevant published articles. A random-effect model was used to examine pooled odds ratio (OR) and 95% confidence interval (CI). Additionally, subgroup analyses and two-stage random-effect dose-response meta-analysis were performed. A total of six articles with seven studies were included in this meta-analysis. For the highest versus lowest category of chronic psychological stress, the pooled OR was 1.24 (95% CI [1.15, 1.34]; p = .000). Through subgroup analyses, we found a positive association between chronic psychological stress and UFs risk especially in non-Hispanic Blacks studies (OR, 1.24, 95% CI [1.14, 1.34], p = .000). When evaluating for a dose-response, we found a weak correlation between chronic psychological stress and UFs risk, especially for the severe (OR, 1.17, 95% CI [1.07, 1.29]) and very severe (OR, 1.23, 95% CI [1.07, 1.41]) categories. Our meta-analysis shows a statistically significant association between chronic psychological stress and UFs risk particularly for non-Hispanic Blacks. Interventions aiming to reduce chronic psychological stress may be useful to decrease the prevalence of UFs.
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Affiliation(s)
- Hao Qin
- School of Basic Medicine, Qingdao University, Qingdao, China.,School of Public Health & Management, Weifang Medical University, Weifang, China
| | - Zhijuan Lin
- Department of Clinical Medicine, Weifang Medical University, Weifang, China
| | - Elizabeth Vásquez
- School of Public Health, University at Albany, State University of New York, New York
| | - Luo Xu
- School of Basic Medicine, Qingdao University, Qingdao, China
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