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Matsuo S, Kotani T, Tano S, Ushida T, Imai K, Nakamura T, Osuka S, Goto M, Osawa M, Asada Y, Kajiyama H. Risk factors for non-previa placenta accreta spectrum in pregnancies conceived through frozen embryo transfer during a hormone replacement cycle in Japan. Reprod Med Biol 2024; 23:e12592. [PMID: 39050787 PMCID: PMC11266119 DOI: 10.1002/rmb2.12592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2024] [Revised: 05/27/2024] [Accepted: 06/07/2024] [Indexed: 07/27/2024] Open
Abstract
Purpose Non-previa placenta accreta spectrum (PAS) is associated with assisted reproductive technology (ART), particularly frozen embryo transfer during hormone replacement therapy (HRC-FET). We especially aimed to evaluate the prevalence and risk factors for non-previa PAS in HRC-FET pregnancies. Methods Overall, 279 women who conceived through ART at three ART facilities and delivered at a single center were included in this retrospective study. Data regarding endometrial thickness at embryo transfer, previous histories, and type of embryo transfer-HRC-FET, frozen embryo transfer during a natural ovulatory cycle (NC-FET), and fresh embryo transfer (Fresh-ET)-were collected. Univariable logistic regression analyses were conducted. Results The prevalence of non-previa PAS was 27/192 (14.1%) in the HRC-FET group and 0 (0.0%) in both the NC-FET and Fresh-ET groups. Significantly high odds ratio [95% confidence interval] of non-previa PAS was associated with a history of artificial abortion (6.45 [1.98-21.02]), endometrial thickness <8.0 mm (6.11 [1.06-35.12]), resolved low-lying placenta (5.73 [2.13-15.41]), multiparity (2.90 [1.26-6.69]), polycystic ovarian syndrome (2.62 [1.02-6.71]), and subchorionic hematoma (2.49 [1.03-6.04]). Conclusions A history of artificial abortion, endometrial thickness <8.0 mm, and resolved low-lying placenta may help in antenatal detection of a high-risk population of non-previa PAS in HRC-FET pregnancies.
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Affiliation(s)
- Seiko Matsuo
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
| | - Tomomi Kotani
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
- Division of Reproduction and Perinatology, Center for Maternal‐Neonatal CareNagoya University HospitalNagoyaJapan
| | - Sho Tano
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
| | - Takafumi Ushida
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
- Division of Reproduction and Perinatology, Center for Maternal‐Neonatal CareNagoya University HospitalNagoyaJapan
| | - Kenji Imai
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
| | - Tomoko Nakamura
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
- Division of Reproduction and Perinatology, Center for Maternal‐Neonatal CareNagoya University HospitalNagoyaJapan
| | - Satoko Osuka
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
| | - Maki Goto
- Department of Obstetrics and GynecologyOkazaki City HospitalOkazakiJapan
| | | | | | - Hiroaki Kajiyama
- Department of Obstetrics and GynecologyNagoya University Graduate School of MedicineNagoyaJapan
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Kangasniemi MH, Komsi EK, Rossi HR, Liakka A, Khatun M, Chen JC, Paulson M, Hirschberg AL, Arffman RK, Piltonen TT. Artificial intelligence deep learning model assessment of leukocyte counts and proliferation in endometrium from women with and without polycystic ovary syndrome. F&S SCIENCE 2022; 3:174-186. [PMID: 35560015 DOI: 10.1016/j.xfss.2022.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To study whether artificial intelligence (AI) technology can be used to discern quantitative differences in endometrial immune cells between cycle phases and between samples from women with polycystic ovary syndrome (PCOS) and non-PCOS controls. Only a few studies have analyzed endometrial histology using AI technology, and especially, studies of the PCOS endometrium are lacking, partly because of the technically challenging analysis and unavailability of well-phenotyped samples. Novel AI technologies can overcome this problem. DESIGN Case-control study. SETTING University hospital-based research laboratory. PATIENT(S) Forty-eight women with PCOS and 43 controls. Proliferative phase samples (26 control and 23 PCOS) and luteinizing hormone (LH) surge timed LH+ 7-9 (10 control and 16 PCOS) and LH+ 10-12 (7 control and 9 PCOS) secretory endometrial samples were collected during 2014-2019. INTERVENTION(S) None. MAIN OUTCOME MEASURE(S) Endometrial samples were stained with antibodies for CD8+ T cells, CD56+ uterine natural killer cells, CD68+ macrophages, and proliferation marker Ki67. Scanned whole slide images were analyzed with an AI deep learning model. Cycle phase differences in leukocyte counts, proliferation rate, and endometrial thickness were measured within the study populations and between the PCOS and control samples. A subanalysis of anovulatory PCOS samples (n = 11) vs. proliferative phase controls (n = 18) was also performed. RESULT(S) Automated cell counting with a deep learning model performs well for the human endometrium. The leukocyte numbers and proliferation in the endometrium fluctuate with the menstrual cycle. Differences in leukocyte counts were not observed between the whole PCOS population and controls. However, anovulatory women with PCOS presented with a higher number of CD68+ cells in the epithelium (controls vs. PCOS, median [interquartile range], 0.92 [0.75-1.51] vs. 1.97 [1.12-2.68]) and fewer leukocytes in the stroma (CD8%, 3.72 [2.18-4.20] vs. 1.44 [0.77-3.03]; CD56%, 6.36 [4.43-7.43] vs. 2.07 [0.65-4.99]; CD68%, 4.57 [3.92-5.70] vs. 3.07 [1.73-4.59], respectively) compared with the controls. The endometrial thickness and proliferation rate were comparable between the PCOS and control groups in all cycle phases. CONCLUSION(S) Artificial intelligence technology provides a powerful tool for endometrial research because it is objective and can efficiently analyze endometrial compartments separately. Ovulatory endometrium from women with PCOS did not differ remarkably from the controls, which may indicate that gaining ovulatory cycles normalizes the PCOS endometrium and enables normalization of leukocyte environment before implantation. Deviant endometrial leukocyte populations observed in anovulatory women with PCOS could be interrelated with the altered endometrial function observed in these women.
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Affiliation(s)
- Marika H Kangasniemi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Elina K Komsi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Henna-Riikka Rossi
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Annikki Liakka
- Department of Pathology, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Masuma Khatun
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Joseph C Chen
- Department of Obstetrics, Gynecology and Reproductive Sciences, University of California, San Francisco, California
| | - Mariana Paulson
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Angelica L Hirschberg
- Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Department of Gynecology and Reproductive Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Riikka K Arffman
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland
| | - Terhi T Piltonen
- Department of Obstetrics and Gynecology, PEDEGO Research Unit, Medical Research Center, Oulu University Hospital, University of Oulu, Oulu, Finland.
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Aldarazi K, Omran H, Jassim NM. Endometrial hyperplasia in asymptomatic subfertile population. J Gynecol Obstet Hum Reprod 2022; 51:102337. [DOI: 10.1016/j.jogoh.2022.102337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/15/2021] [Accepted: 02/09/2022] [Indexed: 10/19/2022]
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Phylactou M, Clarke SA, Patel B, Baggaley C, Jayasena CN, Kelsey TW, Comninos AN, Dhillo WS, Abbara A. Clinical and biochemical discriminants between functional hypothalamic amenorrhoea (FHA) and polycystic ovary syndrome (PCOS). Clin Endocrinol (Oxf) 2021; 95:239-252. [PMID: 33354766 PMCID: PMC11497304 DOI: 10.1111/cen.14402] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 12/15/2020] [Accepted: 12/16/2020] [Indexed: 01/06/2023]
Abstract
BACKGROUND Secondary oligo/amenorrhoea occurs in 3%-5% of women of reproductive age. The two most common causes are polycystic ovary syndrome (PCOS) (2%-13%) and functional hypothalamic amenorrhoea (FHA) (1%-2%). Whilst both conditions have distinct pathophysiology and their diagnosis is supported by guidelines, in practice, differentiating these two common causes of menstrual disturbance is challenging. Moreover, both diagnoses are qualified by the need to first exclude other causes of menstrual disturbance. AIM To review clinical, biochemical and radiological parameters that could aid the clinician in distinguishing PCOS and FHA as a cause of menstrual disturbance. RESULTS FHA is uncommon in women with BMI > 24 kg/m2 , whereas both PCOS and FHA can occur in women with lower BMIs. AMH levels are markedly elevated in PCOS; however, milder increases may also be observed in FHA. Likewise, polycystic ovarian morphology (PCOM) is more frequently observed in FHA than in healthy women. Features that are differentially altered between PCOS and FHA include LH, androgen, insulin, AMH and SHBG levels, endometrial thickness and cortisol response to CRH. Other promising diagnostic tests with the potential to distinguish these two conditions pending further study include assessment of 5-alpha-reductase activity, leptin, INSL3, kisspeptin and inhibin B levels. CONCLUSION Further data directly comparing the discriminatory potential of these markers to differentiate PCOS and FHA in women with secondary amenorrhoea would be of value in defining an objective probability for PCOS or FHA diagnosis.
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Affiliation(s)
- Maria Phylactou
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
| | - Sophie A. Clarke
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
| | - Bijal Patel
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
| | - Caitlin Baggaley
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
| | - Channa N. Jayasena
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
- Department of EndocrinologyImperial College Healthcare NHS TrustLondonUK
| | - Tom W. Kelsey
- School of Computer ScienceUniversity of St AndrewsSt AndrewsUK
| | - Alexander N. Comninos
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
- Department of EndocrinologyImperial College Healthcare NHS TrustLondonUK
| | - Waljit S. Dhillo
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
- Department of EndocrinologyImperial College Healthcare NHS TrustLondonUK
| | - Ali Abbara
- Section of Endocrinology and Investigative MedicineHammersmith HospitalImperial College LondonLondonUK
- Department of EndocrinologyImperial College Healthcare NHS TrustLondonUK
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Huang J, Lin J, Xia L, Tian L, Xu D, Liu P, Zhu J, Wu Q. Decreased Endometrial Thickness Is Associated With Higher Risk of Neonatal Complications in Women With Polycystic Ovary Syndrome. Front Endocrinol (Lausanne) 2021; 12:766601. [PMID: 34912297 PMCID: PMC8667169 DOI: 10.3389/fendo.2021.766601] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Accepted: 11/11/2021] [Indexed: 12/17/2022] Open
Abstract
PURPOSE To evaluate the association of endometrial thickness (EMT) with obstetric and neonatal outcomes in women with polycystic ovary syndrome (PCOS). METHODS A total of 1755 subfertile PCOS women with singleton livebirths after frozen-thawed embryo transfer were included between January 2009 and September 2019. Main obstetric outcomes were hypertensive disorders in pregnancy and abnormal placentation. Main neonatal outcomes were preterm birth (PTB), low birthweight (LBW) and small-for-gestational age (SGA). Crude and adjusted odds ratios (ORs) with 95% confidence intervals (CIs) were estimated by univariate and multivariate logistic regression analyses. RESULTS Each millimeter decrease in EMT was related to a 9% (adjusted OR 1.09, 95% CI 1.00-1.19; P = 0.053), 14% (adjusted OR 1.14, 95% CI 1.02-1.28; P = 0.002) and 22% (adjusted OR 1.22, 95% CI 1.07-1.38; P = 0.003) higher risk of PTB, LBW and SGA, respectively. Compared to women with EMT >13 mm, women with EMT ≤8 mm also had significantly higher risk of PTB (adjusted OR 3.79, 95% CI 1.53-9.39; P = 0.004), LBW (adjusted OR 4.33, 95% CI 1.39-13.50; P = 0.012) and SGA (adjusted OR 6.38, 95% CI 1.78-22.83; P = 0.004). These associations remained consistent in further subgroup analysis by endometrial preparation regimen and in sensitivity analyses among nulligravida women or women without adverse obstetric outcomes. No significant differences were found in the incidence of several pregnancy complications across EMT categories. CONCLUSION Decreased EMT was independently associated with increased risk of PTB, LBW and SGA in women with PCOS.
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Affiliation(s)
- Jialyu Huang
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
| | - Jiaying Lin
- Department of Assisted Reproduction, Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Leizhen Xia
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
| | - Lifeng Tian
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
| | - Dingfei Xu
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
| | - Peipei Liu
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
| | - Jing Zhu
- Center for Reproductive Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- *Correspondence: Jing Zhu, ; Qiongfang Wu,
| | - Qiongfang Wu
- Center for Reproductive Medicine, Jiangxi Maternal and Child Health Hospital, Nanchang University School of Medicine, Nanchang, China
- *Correspondence: Jing Zhu, ; Qiongfang Wu,
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Wu S, Liang X, Cui X, Zuo D, Hong L, Chen K. Evaluating the Endometrial Hyperechoic Zone in Early Postpartum Women May Be Deceptive When Utilizing Transcutaneous Sonography. JOURNAL OF DIAGNOSTIC MEDICAL SONOGRAPHY 2018; 34:182-188. [DOI: 10.1177/8756479318769029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
The objective of this study was to investigate the concordance of measurements for early postpartum endometrial thickness between magnetic resonance imaging (MRI) and transcutaneous diagnostic medical sonography (DMS) as well as its implications. The measurements of early postpartum endometrial thickness were reviewed across 51 postpartum women who underwent MRI and transcutaneous DMS. Additionally, 30 women with a normal menstrual cycle formed a control group, and their data were compared. The results indicated that the endometrial thickness at early postpartum was 4.63 ± 0.62 mm on MRI and 8.18 ± 4.70 mm on DMS, with a comparative significant difference ( P < .001). The endometrial thickness of the control group was 10.02 ± 1.71 mm on MRI and 10.17 ± 1.81 mm on DMS with no comparative significant difference ( P = .124). This cohort study questions whether the hyperechoic zone in the early postpartum uterine cavity represents the actual endometrial thickness. Care should be taken by sonographers in labeling the hyperechoic zone in the early postpartum stage as endometrium.
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Affiliation(s)
- Size Wu
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Xian Liang
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Xiaojing Cui
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Dongsheng Zuo
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Lian Hong
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
| | - Kailiang Chen
- Department of Ultrasound, the First Affiliated Hospital of Hainan Medical University, Haikou, Hainan, China
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Paternal history of diabetes mellitus and hypertension affects the prevalence and phenotype of PCOS. J Assist Reprod Genet 2015; 32:1731-9. [PMID: 26439613 DOI: 10.1007/s10815-015-0587-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 09/24/2015] [Indexed: 01/04/2023] Open
Abstract
PURPOSE The purpose of the present study is to determine if paternal or maternal history of diabetes mellitus (DM) and hypertension (HT) contributes to the prevalence and phenotype of polycystic ovary syndrome (PCOS). METHODS We performed an epidemiologic study about PCOS from four districts in Beijing, China, between 2008 and 2009. Parental histories of DM and HT were collected, and the basic characteristics and serum indices of 123 PCOS patients and 718 non-PCOS controls were tested. RESULTS The prevalence of a parental history of DM and HT was significantly higher in PCOS patients than non-PCOS women (17.1 % vs. 9.2 % and 42.3 % vs. 26.0 %, P < 0.05, respectively). When paternal history was separated from maternal history, only a paternal history of DM and HT reached statistical significance between PCOS and non-PCOS patients (odds ratio (OR) = 3.42, 95 % confidence interval (CI) = 1.69-6.91; OR = 2.50, 95 % CI = 1.58-3.93, respectively). A paternal history of both DM and HT was significantly associated with sex hormone-binding globulin, fasting plasma glucose, and fasting insulin levels, the free androgen index, and the homeostatic model assessment-insulin resistance in PCOS patients (P < 0.05 for all). There was no independent association between maternal history and the clinical or biochemical phenotype of PCOS. CONCLUSIONS PCOS patients with a positive paternal history of both DM and HT have an adverse endocrine and metabolic profile. A paternal history of DM and HT poses a risk to PCOS.
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