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Kitaya K, Yasuo T, Yamaguchi T. Bridging the Diagnostic Gap between Histopathologic and Hysteroscopic Chronic Endometritis with Deep Learning Models. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:972. [PMID: 38929589 PMCID: PMC11205857 DOI: 10.3390/medicina60060972] [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: 04/26/2024] [Revised: 05/17/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024]
Abstract
Chronic endometritis (CE) is an inflammatory pathologic condition of the uterine mucosa characterized by unusual infiltration of CD138(+) endometrial stromal plasmacytes (ESPCs). CE is often identified in infertile women with unexplained etiology, tubal factors, endometriosis, repeated implantation failure, and recurrent pregnancy loss. Diagnosis of CE has traditionally relied on endometrial biopsy and histopathologic/immunohistochemistrical detection of ESPCs. Endometrial biopsy, however, is a somewhat painful procedure for the subjects and does not allow us to grasp the whole picture of this mucosal tissue. Meanwhile, fluid hysteroscopy has been recently adopted as a less-invasive diagnostic modality for CE. We launched the ARCHIPELAGO (ARChival Hysteroscopic Image-based Prediction for histopathologic chronic Endometritis in infertile women using deep LeArninG mOdel) study to construct the hysteroscopic CE finding-based prediction tools for histopathologic CE. The development of these deep learning-based novel models and computer-aided detection/diagnosis systems potentially benefits infertile women suffering from this elusive disease.
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Affiliation(s)
- Kotaro Kitaya
- Infertility Center, Iryouhoujin Kouseikai Mihara Hospital, 6-8 Kamikatsura Miyanogo-cho, Nishikyo-ku, Kyoto 615-8227, Japan
- Iryouhoujin Kouseikai Katsura-ekimae Mihara Clinic, 103 Katsura OS Plaza Building, 133 Katsura Minamitatsumi-cho, Nishikyo-ku, Kyoto 615-8074, Japan
| | - Tadahiro Yasuo
- Department of Obstetrics and Gynecology, Otsu City Hospital, 2-9-9 Motomiya, Otsu 520-0804, Japan
| | - Takeshi Yamaguchi
- Infertility Center, Daigo Watanabe Clinic, 30-15 Daigo Takahata-cho, Fushimi-ku, Kyoto 601-1375, Japan
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Tsonis O, Gkrozou F, Dimitriou E, Barmpalia Z, Tsonis K, Vatopoulou A, Paschopoulos M. Hysteroscopic features suggestive of chronic endometritis: a systematic review. HUM FERTIL 2023; 26:1530-1543. [PMID: 37811835 DOI: 10.1080/14647273.2023.2265155] [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: 07/21/2022] [Accepted: 08/27/2023] [Indexed: 10/10/2023]
Abstract
The purpose of this systematic review is to identify common hysteroscopic findings suggestive of endometritis, chronic or subclinical, based on current scientific evidence. Data sources were MEDLINE, Embase, PubMed and other sources of grey literature. Four (4) authors independently selected studies addressing hysteroscopic detection of CE based on specific and clearly stated hysteroscopic criteria. The diagnosis was confirmed by histologic assessment, as stated in the materials and methods of these studies included. The initial search identified 599 studies, of which 21 met the inclusion criteria. Significant heterogeneity among published studies on Chronic endometritis (CE) remains the main limitation in performing a metanalysis and further analysis of diagnostic accuracy on the subject. Hysteroscopy is an important diagnostic tool in cases of chronic endometritis when accompanied by endometrial biopsies. Clinicians relate hyperaemia and endometrial oedema with chronic endometritis while more than half include micropolyposis as a pathognomonic feature of this subclinical condition. Micropolyps, stromal oedema, haemorrhagic spots, strawberry aspect, and hyperaemia are proposed as adequate indicators of hysteroscopic evidence of CE according to the literature. The impact of CE in long-term reproductive outcomes remain unclear, thus clinicians ought to communicate this to the patients and provide treatment where clinically appropriate. In addition, we present hysteroscopic images of histologically confirmed CE cases that could play the role of a hysteroscopic atlas.
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Affiliation(s)
- Orestis Tsonis
- Assisted Conception Unit, Guy's and St Thomas' Hospital NHS, London, UK
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
| | - Fani Gkrozou
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
| | - Evangelos Dimitriou
- MSc Biostatistics, Medical School and Department of Mathematics, National and Kapodistrian University of Athens, Athens, Greece
| | - Zoi Barmpalia
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
| | - Klarisa Tsonis
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
| | - Anastasia Vatopoulou
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
| | - Minas Paschopoulos
- Department of Obstetrics and Gynaecology, University Hospital of Ioannina, Greece
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Pérez-Cejuela BA, Vitale SG, Pérez-Medina T, Rios-Vallejo M, Della Corte L, Vicente AR, Angioni S, Calles-Sastre L. Hysteroscopic versus histopathological agreement in the diagnosis of chronic endometritis: results from a retrospective observational study. Arch Gynecol Obstet 2023; 308:1817-1822. [PMID: 37737882 PMCID: PMC10579145 DOI: 10.1007/s00404-023-07163-w] [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: 06/21/2023] [Accepted: 07/12/2023] [Indexed: 09/23/2023]
Abstract
PURPOSE To evaluate the agreement rate between hysteroscopy and pathological examination in case of chronic endometritis. METHODS A retrospective observational study carried out at Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, Spain, from January 2021 to June 2022 was performed by obtaining data from 115 medical records of women who underwent office hysteroscopies that was compared with the findings of final histological examination of endometrial biopsy. Cohen's kappa index was used to evaluate this agreement rate. In addition, sensitivity, specificity, positive and negative predictive value and diagnostic accuracy were obtained. RESULTS The agreement between hysteroscopic findings and histological examination showed a modest result with a Cohen's kappa index of 34%. In addition, we obtained a specificity of 70% and a sensitivity of 64%. The positive and negative predictive value were 60.8% and 73.4%, respectively. An excellent agreement rate (100%) between histological and hysteroscopic results was observed in presence of hyperemia and micropolyps. CONCLUSION Although the sample size is not as large as that of other studies published so far, the first glance of our experience is that hysteroscopic signs are not yet sufficient to make an accurate diagnosis of chronic endometritis, thus requiring a histopathological confirmation to make it.
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Affiliation(s)
- Belén Almoguera Pérez-Cejuela
- Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, 28223, Majadahonda, Madrid, Spain
| | - Salvatore Giovanni Vitale
- Division of Gynecology and Obstetrics, Department of Surgical Sciences, University of Cagliari, 09124, Cagliari, Italy
| | - Tirso Pérez-Medina
- Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, 28223, Majadahonda, Madrid, Spain.
| | - Mar Rios-Vallejo
- Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, 28223, Majadahonda, Madrid, Spain
| | - Luigi Della Corte
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, University of Naples Federico II, 80131, Naples, Italy
| | - Ana Royuela Vicente
- Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, 28223, Majadahonda, Madrid, Spain
| | - Stefano Angioni
- Division of Gynecology and Obstetrics, Department of Surgical Sciences, University of Cagliari, 09124, Cagliari, Italy
| | - Laura Calles-Sastre
- Gynecology and Obstetrics Department, Puerta de Hierro Hospital, Autónoma University of Madrid, 28223, Majadahonda, Madrid, Spain
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Guo J, Li Y, Liu S, Ren H. High prevalence of chronic endometritis is associated with metabolic abnormality and reduced live birth rate among IVF women with non-uniform endometrial echogenicity. Am J Reprod Immunol 2023; 90:e13771. [PMID: 37766407 DOI: 10.1111/aji.13771] [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: 04/25/2023] [Revised: 07/23/2023] [Accepted: 08/15/2023] [Indexed: 09/29/2023] Open
Abstract
OBJECTIVE To assess the prevalence of chronic endometritis (CE) among women with non-uniform endometrial echogenicity, and to evaluate the association between CE and metabolic characteristics as well as pregnancy outcomes in the subsequent frozen-thawed embryo transfer (FET) cycles. DESIGN Retrospective cohort study. SETTING University-based hospitals and an academic medical center. PATIENTS A total of 315 patients included in this research underwent hysteroscopy and endometrial biopsy before the first FET cycle after whole embryos freezing. Patients were divided into CE (histopathologic CE or hysteroscopic CE) and non-CE groups. INTERVENTION(S) Freeze-all strategy, hysteroscopy and endometrial biopsy. MAIN OUTCOME MEASURES Baseline and cycle characteristics, hysteroscopic, and histopathological profile, as well as pregnancy outcomes. RESULTS The prevalence of histopathologic CE and hysteroscopic CE were 78.1% and 34.9%, respectively. CE was associated with higher homocysteine level and BMI, independent of insulin response and dyslipidemia. High homocysteine level and BMI were risk factors for histopathologic CE (OR: 1.182; 95% CI: 1.01-1.384; p = .037) and hysteroscopic CE (OR: 1.117; 95% CI: 1.041-1.199; p = .002), respectively. Histopathologic CE was a risk factor for live birth (OR:2.167; 95% CI: 1.037-4.525; p = .04), and hysteroscopic CE was an independent risk factor for both live birth (OR: 4.239; 95% CI: 1.929-9.313; p = .001) and cumulative live birth (OR: 3.963; 95% CI: 1.875-8.376; p = .001). CONCLUSIONS Infertile women with non-uniform endometrial echogenicity have a high prevalence of CE which significantly reduces the live birth rate. Diagnosing CE by hysteroscopy is important to assess the cumulative probability of pregnancy in IVF patients.
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Affiliation(s)
- Jing Guo
- Center for Reproductive Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Yuan Li
- Department of Reproductive Medicine, Chengdu Xinan Gynecological Hospital, Chengdu, China
| | - Shan Liu
- Center for Reproductive Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Haiying Ren
- Center for Reproductive Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
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Sharami SH, Kabodmehri R, Milani F, Sorouri ZR, Ghanami N, Fatemeh Dalil S, Eslami-Kenarsari H. The prevalence of endometrial polyp in women with tubal factor infertility is higher than male factor infertility: Is PID one of the causes of endometrial polyp? J Obstet Gynaecol Res 2023; 49:658-664. [PMID: 36448572 DOI: 10.1111/jog.15485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/18/2022] [Accepted: 10/20/2022] [Indexed: 12/02/2022]
Abstract
AIMS Previous studies have shown an association between chronic endometritis and endometrial polyps, and only one study in infertile women reported an association between tubal obstruction and polyps. This study aimed to compare the prevalence of endometrial polyps in two groups of women with tubal factor infertility and male factor infertility to assess if is there any association between tubal factor infertility and endometrial polyps. METHODS This case-control study was performed on infertile women. The case group included women with tubal factor infertility and the control group included all women with male factor infertility. In all patients, vaginal ultrasound was performed between days 8 and 12 of the menstrual cycle to diagnose endometrial polyp, its size, and number. Demographic and obstetrics variables were recorded. Patients underwent hysteroscopy and polypectomy and the diagnosis of the polyp was confirmed by pathology report. RESULT In the present study, 245 people participated in two groups. There was a statistically significant difference between the two groups in terms of demographic and obstetric characteristics like type of infertility, duration of infertility, and gravidity. The prevalence of polyps in the tubal factor group was higher than in the male factor group (63 [60%] vs. 12 [9.8%]), and this difference was statistically significant (p = 0.0001). In addition, the prevalence of chronic endometritis in the tubal factor group was higher than in the male factor group (19 [18.8%] vs. 4 [3.3%]), and this difference was statistically significant (p = 0.001). CONCLUSIONS In the present study, a strong association was observed between endometrial polyps and tubal obstruction, and considering that the most common cause of tubal obstruction is pelvic and genital infections, after confirmation with more studies, it may be possible to consider antibiotic treatment in these patients, especially in patients with recurrent polyps.
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Affiliation(s)
- Seyedeh Hajar Sharami
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Roya Kabodmehri
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Forozan Milani
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Zahra Rafie Sorouri
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Nasrin Ghanami
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Seyedeh Fatemeh Dalil
- Reproductive Health Research Center, Department of Obstetrics & Gynecology, Al Zahra Hospital, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Habib Eslami-Kenarsari
- Vice-Chancellorship of Research and Technology, Guilan University of Medical Science, Rasht, Iran
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Vitagliano A, Cialdella M, Cicinelli R, Santarsiero CM, Greco P, Buzzaccarini G, Noventa M, Cicinelli E. Association between Endometrial Polyps and Chronic Endometritis: Is It Time for a Paradigm Shift in the Pathophysiology of Endometrial Polyps in Pre-Menopausal Women? Results of a Systematic Review and Meta-Analysis. Diagnostics (Basel) 2021; 11:2182. [PMID: 34943419 PMCID: PMC8700534 DOI: 10.3390/diagnostics11122182] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 11/17/2021] [Accepted: 11/21/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Chronic endometritis (CE) and endometrial polyps (EPs) are common conditions in reproductive age women. CE is an infectious disorder of the endometrium characterized by signs of chronic inflammation at hysteroscopic and histological analyses. EPs are abnormal endometrial growths containing glands, stroma and blood vessels projecting from the lining of the uterus. During the last years, different authors have investigated the correlation between CE and EPs, with controversial results. The aim of this study was to summarize available evidence on the potential correlation between CE and EPs. DESIGN Systematic literature review and meta-analysis. METHODS Observational-studies were identified by searching electronic databases from their inception to September 2021. Only studies on pre-menopausal women were included. Statistical analysis was performed using MedCalc 16.4.3 (Ostend, Belgium) and Review Manager version 5.3 (Nordic Cochrane Centre, Cochrane Collaboration). The summary measures were reported as pooled proportion or odds ratio (OR) with 95% confidence interval (CI). The primary outcome was to evaluate the prevalence of CE in women with EPs. The secondary outcome was to determine the prevalence of CD-138-positive EPs among EPs. Tertiary outcomes were to compare the prevalence of CE in women with EPs versus women with a non-polypoid endometrium and to compare the prevalence of CE in women with a single EP versus women with multiple EPs. RESULTS Eight observational studies (n = 3225 patients) were included in quantitative synthesis. Pooled prevalence of CE among women with EPs was 51.35% (95% CI, 27.24-75.13%). Pooled proportion of CD-138-positive EPs among EPs was 70.73% (95% CI, 55.73-83.68%). Women with EPs showed higher prevalence of CE compared to women without EPs (OR 3.07, 95% CI 1.59-5.95). Women with ≥3 EPs had higher prevalence of CE then women with a single EP (OR 3.43, 95% CI 1.83-6.46). CONCLUSIONS In pre-menopausal women, CE and EPs may have a dependent relationship and may represent two consequent steps of a common pathological process.
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Affiliation(s)
- Amerigo Vitagliano
- Department of Women and Children’s Health, University of Padua, 35128 Padua, Italy; (G.B.); (M.N.)
| | - Mariangela Cialdella
- Unit of Obstetrics and Gynecology, Department of Biomedical and Human Oncologic Science, University of Bari, 70124 Bari, Italy; (M.C.); (R.C.); (C.M.S.); (E.C.)
| | - Rossana Cicinelli
- Unit of Obstetrics and Gynecology, Department of Biomedical and Human Oncologic Science, University of Bari, 70124 Bari, Italy; (M.C.); (R.C.); (C.M.S.); (E.C.)
| | - Carla Mariaflavia Santarsiero
- Unit of Obstetrics and Gynecology, Department of Biomedical and Human Oncologic Science, University of Bari, 70124 Bari, Italy; (M.C.); (R.C.); (C.M.S.); (E.C.)
| | - Pantaleo Greco
- Department of Translational and for Romagna Medicine, University of Ferrara, 44121 Ferrara, Italy;
| | - Giovanni Buzzaccarini
- Department of Women and Children’s Health, University of Padua, 35128 Padua, Italy; (G.B.); (M.N.)
| | - Marco Noventa
- Department of Women and Children’s Health, University of Padua, 35128 Padua, Italy; (G.B.); (M.N.)
| | - Ettore Cicinelli
- Unit of Obstetrics and Gynecology, Department of Biomedical and Human Oncologic Science, University of Bari, 70124 Bari, Italy; (M.C.); (R.C.); (C.M.S.); (E.C.)
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