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Lv S, Huang J, Luo Y, Wen Y, Chen B, Qiu H, Chen H, Yue T, He L, Feng B, Yu Z, Zhao M, Yang Q, He M, Xiao W, Zou X, Gu C, Lu R. Gut microbiota is involved in male reproductive function: a review. Front Microbiol 2024; 15:1371667. [PMID: 38765683 PMCID: PMC11099273 DOI: 10.3389/fmicb.2024.1371667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/08/2024] [Indexed: 05/22/2024] Open
Abstract
Globally, ~8%-12% of couples confront infertility issues, male-related issues being accountable for 50%. This review focuses on the influence of gut microbiota and their metabolites on the male reproductive system from five perspectives: sperm quality, testicular structure, sex hormones, sexual behavior, and probiotic supplementation. To improve sperm quality, gut microbiota can secrete metabolites by themselves or regulate host metabolites. Endotoxemia is a key factor in testicular structure damage that causes orchitis and disrupts the blood-testis barrier (BTB). In addition, the gut microbiota can regulate sex hormone levels by participating in the synthesis of sex hormone-related enzymes directly and participating in the enterohepatic circulation of sex hormones, and affect the hypothalamic-pituitary-testis (HPT) axis. They can also activate areas of the brain that control sexual arousal and behavior through metabolites. Probiotic supplementation can improve male reproductive function. Therefore, the gut microbiota may affect male reproductive function and behavior; however, further research is needed to better understand the mechanisms underlying microbiota-mediated male infertility.
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Affiliation(s)
- Shuya Lv
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Jingrong Huang
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Yadan Luo
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Yuhang Wen
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Baoting Chen
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Hao Qiu
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Huanxin Chen
- Gastrointestinal Surgery, Suining First People's Hospital, Suining, China
| | - Tianhao Yue
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Lvqin He
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Baochun Feng
- Gastrointestinal Surgery, Suining First People's Hospital, Suining, China
| | - Zehui Yu
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Mingde Zhao
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Qian Yang
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Manli He
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Wudian Xiao
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
| | - Xiaoxia Zou
- Gastrointestinal Surgery, Suining First People's Hospital, Suining, China
- Department of Gastroenterology, The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Congwei Gu
- Laboratory Animal Centre, Southwest Medical University, Luzhou, China
- Model Animal and Human Disease Research of Luzhou Key Laboratory, Southwest Medical University, Luzhou, China
- College of Veterinary Medicine, Sichuan Agricultural University, Chengdu, China
| | - Ruilin Lu
- Gastrointestinal Surgery, Suining First People's Hospital, Suining, China
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Mo S, Deng K, Cao C, Gui Y, Ma Q. FAM71D is dispensable for spermatogenesis and male fertility in mice. Mol Reprod Dev 2023; 90:804-809. [PMID: 37992210 DOI: 10.1002/mrd.23716] [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: 06/10/2023] [Revised: 10/03/2023] [Accepted: 10/20/2023] [Indexed: 11/24/2023]
Abstract
In mammals, the generation of sperm cells capable of fertilization is a highly complex process including spermatogenesis in the testis and maturation in the epididymis. In our previous study, we have demonstrated that FAM71D (Family with sequence similarity 71, member D), which could interact with calmodulin, was highly expressed in human and mouse testis. To investigate the physiological role of FAM71D in spermatogenesis, we next generate Fam71d loss-of-function mouse model using CRISPR/Cas9 technology. We performed immunofluorescence and RT-qPCR to examine the protein and mRNA expression in testicular cells. We found that FAM71D was predominantly localized in the round and elongated spermatids. And FAM71D KO mice displayed normal development of germ cell and fertility. Furthermore, testicular histology and sperm concentration showed no significant difference between WT and KO mice. These data demonstrate that FAM71D is dispensable for mouse spermatogenesis and male fertility.
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Affiliation(s)
- Shaomei Mo
- Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Department of Urology, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, Guangdong, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, Anhui, China
| | - Keming Deng
- The Second Clinical Medical College, Lanzhou University, Lanzhou, Gansu, China
| | - Congcong Cao
- Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Department of Urology, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, Guangdong, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, Anhui, China
| | - Yaoting Gui
- Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Department of Urology, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, Guangdong, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, Anhui, China
| | - Qian Ma
- Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Department of Urology, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, Guangdong, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, Anhui, China
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Mei N, Guo S, Zhou Q, Zhang Y, Liu X, Yin Y, He X, Yang J, Yin T, Zhou L. H3K4 Methylation Promotes Expression of Mitochondrial Dynamics Regulators to Ensure Oocyte Quality in Mice. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2204794. [PMID: 36815388 PMCID: PMC10131798 DOI: 10.1002/advs.202204794] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 02/07/2023] [Indexed: 06/18/2023]
Abstract
Significantly decreased H3K4 methylation in oocytes from aged mice indicates the important roles of H3K4 methylation in female reproduction. However, how H3K4 methylation regulates oocyte development remains largely unexplored. In this study, it is demonstrated that oocyte-specific expression of dominant negative mutant H3.3-K4M led to a decrease of the level of H3K4 methylation in mouse oocytes, resulting in reduced transcriptional activity and increased DNA methylation in oocytes, disturbed oocyte developmental potency, and fertility of female mice. The impaired expression of genes regulating mitochondrial functions in H3.3-K4M oocytes, accompanied by mitochondrial abnormalities, is further noticed. Moreover, early embryos from H3.3-K4M oocytes show developmental arrest and reduced zygotic genome activation. Collectively, these results show that H3K4 methylation in oocytes is critical to orchestrating gene expression profile, driving the oocyte developmental program, and ensuring oocyte quality. This study also improves understanding of how histone modifications regulate organelle dynamics in oocytes.
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Affiliation(s)
- Ning‐hua Mei
- Institute of Reproductive HealthTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
- Reproductive Medical CenterRenmin Hospital of Wuhan University & Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic DevelopmentWuhanHubei430060China
| | - Shi‐meng Guo
- Institute of Reproductive HealthTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
| | - Qi Zhou
- Reproductive Medical CenterRenmin Hospital of Wuhan University & Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic DevelopmentWuhanHubei430060China
| | - Yi‐ran Zhang
- Institute of Reproductive HealthTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
| | - Xiao‐zhao Liu
- School of Basic MedicineTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
| | - Ying Yin
- School of Basic MedicineTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
| | - Ximiao He
- School of Basic MedicineTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
| | - Jing Yang
- Reproductive Medical CenterRenmin Hospital of Wuhan University & Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic DevelopmentWuhanHubei430060China
| | - Tai‐lang Yin
- Reproductive Medical CenterRenmin Hospital of Wuhan University & Hubei Clinic Research Center for Assisted Reproductive Technology and Embryonic DevelopmentWuhanHubei430060China
| | - Li‐quan Zhou
- Institute of Reproductive HealthTongji Medical CollegeHuazhong University of Science and TechnologyWuhanHubei430030China
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Wang H, Han A, Jiang S, Cao D, Jiang Y, Sun L, Zou N, Tao S, Xue X, Shao X, Li J. Homocysteine Level Related to Age Is Associated With Embryo Quality in Women Who Had IVF With Diminished Ovarian Reserve. FRONTIERS IN REPRODUCTIVE HEALTH 2022; 4:886277. [PMID: 36303650 PMCID: PMC9580749 DOI: 10.3389/frph.2022.886277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 06/09/2022] [Indexed: 11/22/2022] Open
Affiliation(s)
- Haiyan Wang
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- Reproductive and Genetic Medical Center, Dalian Women and Children's Medical Group, Dalian, China
| | - Aiqing Han
- School of Management, Beijing University of Chinese Medicine, Beijing, China
| | - Shiyuan Jiang
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Dan Cao
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Yangyu Jiang
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Lin Sun
- Reproductive and Genetic Medical Center, Dalian Women and Children's Medical Group, Dalian, China
| | - Na Zou
- Department of Pathology, Dalian Municipal Women and Children's Medical Center (Group), Dalian, China
| | - Shiying Tao
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaoou Xue
- Dongzhimen Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaoguang Shao
- Reproductive and Genetic Medical Center, Dalian Women and Children's Medical Group, Dalian, China
- Xiaoguang Shao
| | - Jian Li
- Department of Histology and Embryology, School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
- *Correspondence: Jian Li
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Tros R, Rosielle K, Koks C, Mijatovic V, Bongers MY, Mol BWJ, Wang R. Visual tubal patency tests for tubal occlusion and hydrosalpinx. Hippokratia 2022. [DOI: 10.1002/14651858.cd014968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Rachel Tros
- Department of Obstetrics and Gynaecology; Amsterdam UMC, VU Universiteit Amsterdam, De Boelelaan 1117; Amsterdam Netherlands
| | - Kimmy Rosielle
- Department of Obstetrics and Gynaecology; Amsterdam UMC, VU Universiteit Amsterdam, De Boelelaan 1117; Amsterdam Netherlands
| | - Carolien Koks
- Department of Reproductive Medicine; Máxima MC; Eindhoven Netherlands
| | - Velja Mijatovic
- Academic Endometriosis Center, Department of Reproductive Medicine; Amsterdam UMC; Amsterdam Netherlands
| | - Marlies Y Bongers
- Department of Obstetrics and Gynaecology; Máxima Medisch Centrum; Veldhoven Netherlands
| | - Ben Willem J Mol
- Department of Obstetrics and Gynaecology; Monash University; Clayton Australia
| | - Rui Wang
- Department of Obstetrics and Gynaecology; Monash University; Clayton Australia
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The Role of Sperm Proteins IZUMO1 and TMEM95 in Mammalian Fertilization: A Systematic Review. Int J Mol Sci 2022; 23:ijms23073929. [PMID: 35409288 PMCID: PMC8999778 DOI: 10.3390/ijms23073929] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Revised: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 12/02/2022] Open
Abstract
Gamete membrane fusion is a critical cellular event in sexual reproduction. In addition, the generation of knockout models has provided a powerful tool for testing the functional relevance of proteins thought to be involved in mammalian fertilization, suggesting IZUMO1 and TMEM95 (transmembrane protein 95) as essential proteins. However, the molecular mechanisms underlying the process remain largely unknown. Therefore, the aim of this study was to summarize the current knowledge about IZUMO1 and TMEM95 during mammalian fertilization. Hence, three distinct databases were consulted—PubMed, Scopus and Web of Science—using single keywords. As a result, a total of 429 articles were identified. Based on both inclusion and exclusion criteria, the final number of articles included in this study was 103. The results showed that IZUMO1 is mostly studied in rodents whereas TMEM95 is studied primarily in bovines. Despite the research, the topological localization of IZUMO1 remains controversial. IZUMO1 may be involved in organizing or stabilizing a multiprotein complex essential for the membrane fusion in which TMEM95 could act as a fusogen due to its possible interaction with IZUMO1. Overall, the expression of these two proteins is not sufficient for sperm–oocyte fusion; therefore, other molecules must be involved in the membrane fusion process.
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Tang N, Jia Y, Zhao Q, Liu H, Li J, Zhang H, Han L, Huangfu C. Influencing Factors of Dyadic Coping Among Infertile Women: A Path Analysis. Front Psychiatry 2022; 13:830039. [PMID: 35418892 PMCID: PMC8995970 DOI: 10.3389/fpsyt.2022.830039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 02/28/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The infertility prevalence of married couples in China is increasing gradually. The dyadic coping level and its influencing factors of infertile women in China are poorly reported. The relationship between dyadic coping and the family cohesion and adaptability in infertile women was investigated. METHODS A total of 482 infertile women in the reproductive clinics of three affiliated hospitals of the Lanzhou University were selected by the convenience sampling method. The self-made general information questionnaire, family adaptability and cohesion evaluation scale, and dyadic coping questionnaire were used in this study. RESULTS The average age of infertile women was 31.73 ± 4.57 years, the duration of infertility was 28.66 ± 27.99 months, the total score of dyadic coping was 132.66 ± 25.49, the total score of family cohesion and adaptability was 101.48 ± 20.96. A significant positive correlation between dyadic coping and family cohesion and adaptability was observed (r = 0.74, p < 0.01). The multiple linear regression analysis showed that religious belief, number of miscarriages, relationship between family members, family intimacy, and adaptability were the influencing factors of dyadic coping level in the family of infertile women (R 2 = 0.566, p < 0.01). CONCLUSIONS The dyadic coping level of infertile women is in the medium level, which is significantly positively correlated with family intimacy and adaptability. In clinical nursing, nurses try to improve the family relationship of patients to increase the level of dyadic coping of infertile women.
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Affiliation(s)
- Nan Tang
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Yingying Jia
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Qing Zhao
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Huihui Liu
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Junzheng Li
- Center for Disease Control and Prevention, Western Theater Command, Lanzhou, China
| | - Hongchen Zhang
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Lin Han
- Center for Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Chaoji Huangfu
- Center for Disease Control and Prevention, Western Theater Command, Lanzhou, China
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Wang X, Wang Y, Wei S, He B, Cao Y, Zhang N, Li M. An Overview of Systematic Reviews of Acupuncture for Infertile Women Undergoing in vitro Fertilization and Embryo Transfer. Front Public Health 2021; 9:651811. [PMID: 33959581 PMCID: PMC8096176 DOI: 10.3389/fpubh.2021.651811] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 03/19/2021] [Indexed: 01/08/2023] Open
Abstract
Background: Currently, more and more subfertility couples are opting for combined acupuncture to improve the success rate of in vitro fertilization and embryo transfer (IVF-ET). However, the efficacy and safety of acupuncture in IVF-ET is still highly controversial. Objectives: The purpose of this overview is to summarize evidence of essential outcomes of systematic reviews (SRs) of acupuncture in IVF-ET and evaluate their methodological quality. Methods: We conducted a comprehensive literature search for relevant SRs in eight databases from inception to July 31, 2020, without language restriction. We evaluated the methodological quality of the included SRs by using A Measurement Tool to Assess Systematic Reviews 2 (AMSTAR-2), which was the latest available assessment tool. The Risk of Bias in Systematic Review (ROBIS) tool was used to assess the risk of bias in SRs. We assessed the Grades of Recommendation, Assessment, Development, and Evaluation (GRADE) score to determine the strength of evidence. We excluded the overlapping randomized controlled trials (RCTs) and performed a re-meta-analysis of the primary RCTs. Results: This review included 312 original RCT studies and 65,388 participants. By using AMSTAR-2, we found that the methodological quality of 16 SRs was critically low, because they had more than one critical weakness. Our reviews showed that although the GRADE for quality of evidence profile was suboptimal, acupuncture seemed to be beneficial in increasing the pregnancy rate. Our re-meta-analysis suggested that acupuncture was superior to sham acupuncture in improving the clinical pregnancy rate (CPR) of IVF-ET with substantial heterogeneity (RR = 1.31, 95% CI: 1.13–1.52, p = 0.0004, I2 = 66%). No statistical difference was observed regarding the outcomes of live birth rate (LBR), ongoing pregnancy rate (OPR), biochemical pregnancy rate (BPR), and miscarriage rate (MR) between two groups. When compared with no adjunctive treatment groups, acupuncture improved CPR (RR = 1. 25, 95% CI: 1.11–1.42, p = 0.0003) and OPR (RR = 1. 38, 95% CI: 1.04–1.83, p = 0.03). Acupuncture was more superior than no adjunctive treatment in reducing MR (OR = 1.42, 95% CI: 1.03–1.95, p = 0.03) and BPR (RR = 1.19, 95% CI: 1.02–1.37, p = 0.02). Conclusions: Although the evidence of acupuncture in IVF-ET is insufficient, acupuncture appears to be beneficial to increase the clinical pregnancy rate in women undergoing IVF-ET. However, there are severe heterogeneity and methodological quality defects, which limit the reliability of results. Further, high-quality primary studies are still needed.
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Affiliation(s)
- Xia Wang
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yan Wang
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Shaobin Wei
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Bisong He
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Yihong Cao
- Hospital of Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Nannan Zhang
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
| | - Maoya Li
- Department of Clinical Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu, China
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Liang X, Fang J, Li H, Yang X, Ni D, Zeng F, Chen Z. CR-Unet-Based Ultrasonic Follicle Monitoring to Reduce Diameter Variability and Generate Area Automatically as a Novel Biomarker for Follicular Maturity. ULTRASOUND IN MEDICINE & BIOLOGY 2020; 46:3125-3134. [PMID: 32839052 DOI: 10.1016/j.ultrasmedbio.2020.07.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 07/01/2020] [Accepted: 07/20/2020] [Indexed: 06/11/2023]
Abstract
Follicle size is closely related to ovarian function and is an important biomarker in transvaginal ultrasound examinations for assessing follicular maturity during an assisted reproduction cycle. However, manual measurement is time consuming and subject to high inter- and intra- observer variability. Based on the deep learning model CR-Unet described in our previous study, the aim of our present study was to investigate further the feasibility of using this model in clinical practice by validating its performance in reducing the inter- and intra-observer variability of follicle diameter measurement. This study also investigated whether follicular area is a better biomarker than diameter in assessing follicular maturity. Data on 106 ovaries and 230 follicles collected from 80 cases of single follicular cycles and 26 cases of multiple follicular cycles constituted the validation set. Intra-observer variability was 0.973 and 0.982 for the senior sonographer and junior sonographer in single follicular cycles and 0.979 (0.971, 0.985) and 0.920 (0.892, 0.943) in multiple follicular cycles, respectively, while CR-Unet had no intra-group variation. Bland-Altman plot analysis indicated that the 95% limits of agreement between senior sonographer and CR-Unet (-2.1 to 1.1 mm, -2.02 to 0.75 mm) were smaller than those between senior sonographer and junior sonographer (-1.51 to 1.15 mm, -2.1 to 1.56 mm) in single and multiple follicular cycles. The average operating times of diameter measurement taken by the junior sonographer, senior sonographer and CR-Unet were 7.54 ± 1.8, 4.87 ± 0.84 and 1.66 ± 0.76 s, respectively (p < 0.001). Correlation analysis indicated that both manual and automated follicular area correlated better with follicular volume than diameter. The deep learning algorithm and the new biomarker of follicular area hold potential for clinical application of ultrasonic follicular monitoring.
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Affiliation(s)
- Xiaowen Liang
- Department of Ultrasound Medicine, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jinghui Fang
- Department of Ultrasound Medicine, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Haoming Li
- Medical Ultrasound Image Computing (MUSIC) Lab, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China
| | - Xin Yang
- Department of Computer Science and Engineering, Chinese University of Hong Kong, Hong Kong, China
| | - Dong Ni
- Medical Ultrasound Image Computing (MUSIC) Lab, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Provincial Key Laboratory of Biomedical Measurements and Ultrasound Imaging, School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, China
| | - Fengyi Zeng
- Department of Ultrasound Medicine, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Zhiyi Chen
- Department of Ultrasound Medicine, Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China.
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Miura M, Ushida T, Imai K, Wang J, Moriyama Y, Nakano-Kobayashi T, Osuka S, Kikkawa F, Kotani T. Adverse effects of endometriosis on pregnancy: a case-control study. BMC Pregnancy Childbirth 2019; 19:373. [PMID: 31640604 PMCID: PMC6805464 DOI: 10.1186/s12884-019-2514-1] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2019] [Accepted: 09/16/2019] [Indexed: 12/13/2022] Open
Abstract
Background Endometriosis is a common disease occurring in 1–2% of all women of reproductive age. Although there is increasing evidence on the association between endometriosis and adverse perinatal outcomes, little is known about the effect of pre-pregnancy treatments for endometriosis on subsequent perinatal outcomes. Thus, this study aimed to evaluate maternal and neonatal outcomes in pregnant women with endometriosis and to investigate whether pre-pregnancy surgical treatment would affect these outcomes. Methods This case-control study included 2769 patients who gave birth at Nagoya University Hospital located in Japan between 2010 and 2017. Maternal and neonatal outcomes were compared between the endometriosis group (n = 80) and the control group (n = 2689). The endometriosis group was further divided into two groups: patients with a history of surgical treatment such as cystectomy for ovarian endometriosis, ablation or excision of endometriotic implants, or adhesiolysis (surgical treatment group, n = 49) and those treated with only medications or without any treatment (non-surgical treatment group, n = 31). Results In the univariate analysis, placenta previa and postpartum hemorrhage were significantly increased in the endometriosis group compared to the control group (12.5% vs. 4.1%, p < 0.01 and 27.5% vs. 18.2%, p = 0.04, respectively). In the multivariate analysis, endometriosis significantly increased the odds ratio (OR) for placenta previa (adjusted OR, 3.19; 95% confidence interval [CI], 1.56–6.50, p < 0.01) but not for postpartum hemorrhage (adjusted OR, 1.14; 95% CI, 0.66–1.98, p = 0.64). Other maternal and neonatal outcomes were similar between the two groups. In patients with endometriosis, patients in the surgical treatment group were significantly associated with an increased risk of placenta previa (OR. 4.62; 95% CI, 2.11–10.10, p < 0.01); however, patients in the non-surgical treatment group were not associated with a high risk (OR, 1.63; 95% CI, 0.19–6.59, p = 0.36). Additionally, other maternal and neonatal outcomes were similar between the two groups. Conclusion Women who have had surgical treatment for their endometriosis appear to have a higher risk for placenta previa. This may be due to the more severe stage of endometriosis often found in these patients. However, clinicians should be alert to this potential increased risk and manage these patients accordingly.
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Affiliation(s)
- Mayo Miura
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Takafumi Ushida
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Kenji Imai
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Jingwen Wang
- Laboratory of Bell Research Center-Department of Obstetrics and Gynecology collaborative research, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Yoshinori Moriyama
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Tomoko Nakano-Kobayashi
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Satoko Osuka
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan.,Center for Maternal-Neonatal Care, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8560, Japan
| | - Fumitaka Kikkawa
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan
| | - Tomomi Kotani
- Department of Obstetrics and Gynecology, Nagoya University Graduate School of Medicine, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8550, Japan. .,Center for Maternal-Neonatal Care, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8560, Japan. .,Department of Maternal and Perinatal Medicine, Nagoya University Hospital, 65 Tsurumai-cho, Showa-ku, Nagoya, 466-8560, Japan.
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