Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity
Abstract Background This study aimed to obtain high-resolution endometrial gland images under high-definition hysteroscopy from in vitro fertilization and embryo transfer (IVF-ET) patients and perform image recognition to analyze their density and opening size. Concurrently, the number and morpholog...
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BMC
2025-04-01
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| Series: | Reproductive Biology and Endocrinology |
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| Online Access: | https://doi.org/10.1186/s12958-025-01395-y |
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| author | Min-bo Zhu Bei-lei Chen Meng Cen Li-ping Chen Zheng Shi |
| author_facet | Min-bo Zhu Bei-lei Chen Meng Cen Li-ping Chen Zheng Shi |
| author_sort | Min-bo Zhu |
| collection | DOAJ |
| description | Abstract Background This study aimed to obtain high-resolution endometrial gland images under high-definition hysteroscopy from in vitro fertilization and embryo transfer (IVF-ET) patients and perform image recognition to analyze their density and opening size. Concurrently, the number and morphology of pinopodes in the endometrial samples were observed using scanning electron microscopy (SEM). The objective was to compare the correlation between the two methods in evaluating endometrial receptivity and predicting pregnancy outcomes and to assess the consistency between the quantitative curves and pregnancy outcomes of the two methods in the cohort study. Methods 67 patients undergoing hysteroscopic surgery who had undergone controlled ovarian hyperstimulation treatment within 1–3 menstrual cycles before the surgery were selected. Hysteroscopic exploration was performed on the 3–5 days after ovulation (during the implantation window period). Endometrial images and tissues were collected under hysteroscopy. The endometrial glands were counted, the sizes of gland openings were calculated using an image recognition algorithm, and the number and morphology of endometrial pinopodes were observed through SEM. All patients underwent embryo transfer surgery within 1–3 menstrual cycles after hysteroscopy. Patients were divided into pregnancy and non-pregnancy groups based on pregnancy outcomes. The density and size of endometrial glands, as well as the number and morphology of pinopodes were compared between the two groups. Results The endometrial gland density and the size of the endometrial gland opening in the pregnancy group were higher than that in the non-pregnancy group (P < 0.05). In contrast, both the average pinopode count per image and the developmental maturity grading of pinopodes were significantly higher in the pregnancy group compared to the non-pregnancy group. Conclusions Both hysteroscopic endometrial gland image recognition technology and pinopode detection can effectively reflect endometrial receptivity and predict pregnancy outcomes. However, image recognition technology has clear economic and promotional advantages. Clinical trial number Not applicable. |
| format | Article |
| id | doaj-art-97dc08f33cb047e08d9a6146693bd4e2 |
| institution | OA Journals |
| issn | 1477-7827 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | BMC |
| record_format | Article |
| series | Reproductive Biology and Endocrinology |
| spelling | doaj-art-97dc08f33cb047e08d9a6146693bd4e22025-08-20T02:10:54ZengBMCReproductive Biology and Endocrinology1477-78272025-04-012311710.1186/s12958-025-01395-yComparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivityMin-bo Zhu0Bei-lei Chen1Meng Cen2Li-ping Chen3Zheng Shi4Ningbo Municipal Key Laboratory of Clinical Gynecology, Department of Gynecology, Women and Children’s Hospital of Ningbo UniversityNingbo Municipal Key Laboratory of Clinical Gynecology, Department of Gynecology, Women and Children’s Hospital of Ningbo UniversityNingbo Municipal Key Laboratory of Clinical Gynecology, Department of Gynecology, Women and Children’s Hospital of Ningbo UniversityNingbo Municipal Key Laboratory of Clinical Gynecology, Department of Gynecology, Women and Children’s Hospital of Ningbo UniversityNingbo Municipal Key Laboratory of Clinical Gynecology, Department of Gynecology, Women and Children’s Hospital of Ningbo UniversityAbstract Background This study aimed to obtain high-resolution endometrial gland images under high-definition hysteroscopy from in vitro fertilization and embryo transfer (IVF-ET) patients and perform image recognition to analyze their density and opening size. Concurrently, the number and morphology of pinopodes in the endometrial samples were observed using scanning electron microscopy (SEM). The objective was to compare the correlation between the two methods in evaluating endometrial receptivity and predicting pregnancy outcomes and to assess the consistency between the quantitative curves and pregnancy outcomes of the two methods in the cohort study. Methods 67 patients undergoing hysteroscopic surgery who had undergone controlled ovarian hyperstimulation treatment within 1–3 menstrual cycles before the surgery were selected. Hysteroscopic exploration was performed on the 3–5 days after ovulation (during the implantation window period). Endometrial images and tissues were collected under hysteroscopy. The endometrial glands were counted, the sizes of gland openings were calculated using an image recognition algorithm, and the number and morphology of endometrial pinopodes were observed through SEM. All patients underwent embryo transfer surgery within 1–3 menstrual cycles after hysteroscopy. Patients were divided into pregnancy and non-pregnancy groups based on pregnancy outcomes. The density and size of endometrial glands, as well as the number and morphology of pinopodes were compared between the two groups. Results The endometrial gland density and the size of the endometrial gland opening in the pregnancy group were higher than that in the non-pregnancy group (P < 0.05). In contrast, both the average pinopode count per image and the developmental maturity grading of pinopodes were significantly higher in the pregnancy group compared to the non-pregnancy group. Conclusions Both hysteroscopic endometrial gland image recognition technology and pinopode detection can effectively reflect endometrial receptivity and predict pregnancy outcomes. However, image recognition technology has clear economic and promotional advantages. Clinical trial number Not applicable.https://doi.org/10.1186/s12958-025-01395-yEndometrial glandImage recognitionPinopodesIn vitro fertilization and embryo transferEndometrial receptivity |
| spellingShingle | Min-bo Zhu Bei-lei Chen Meng Cen Li-ping Chen Zheng Shi Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity Reproductive Biology and Endocrinology Endometrial gland Image recognition Pinopodes In vitro fertilization and embryo transfer Endometrial receptivity |
| title | Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| title_full | Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| title_fullStr | Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| title_full_unstemmed | Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| title_short | Comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| title_sort | comparative analysis of endometrial gland imaging and pinopode detection for assessing endometrial receptivity |
| topic | Endometrial gland Image recognition Pinopodes In vitro fertilization and embryo transfer Endometrial receptivity |
| url | https://doi.org/10.1186/s12958-025-01395-y |
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