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Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone
INTRODUCTION: The current challenge for the treatment of varicocele is identifying patients who could benefit the most from surgery. We aimed to develop and validate a nomogram for predicting spontaneous pregnancy following microscopic varicocelectomy in infertile men, based on a large cohort. METHO...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598027/ https://www.ncbi.nlm.nih.gov/pubmed/36289465 http://dx.doi.org/10.1186/s12884-022-05125-9 |
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author | Liu, Lina Li, Jia Liu, Gang Pan, Chunyu Bai, Song Zhan, Yunhong Shan, Liping |
author_facet | Liu, Lina Li, Jia Liu, Gang Pan, Chunyu Bai, Song Zhan, Yunhong Shan, Liping |
author_sort | Liu, Lina |
collection | PubMed |
description | INTRODUCTION: The current challenge for the treatment of varicocele is identifying patients who could benefit the most from surgery. We aimed to develop and validate a nomogram for predicting spontaneous pregnancy following microscopic varicocelectomy in infertile men, based on a large cohort. METHODS: Two hundred eighty-two consecutive patients who underwent microscopic varicocelectomy from January 2018 to December 2020 were enrolled as participants in the study. Xiang Hua center (206 patients) as a development cohort. Hu Nan center (76 patients) as a validation cohort. Patient clinicopathologic data were recorded. Multivariate logistic regression was used to build a predictive model with regression coefficients. Then, backward stepwise selection was applied, and the likelihood ratio test with Akaike’s information criterion was used as the stopping rule. The performance of this predictive model was assessed for discrimination, calibration, and clinical usefulness. RESULTS: Predictors of this model included the age of female partners, diameter of veins, initial and increased total progressively motile sperm count. The model demonstrated good discrimination with an AUROC of 0.925 (p < 0.001) and calibration (Unreliability test, p = 0.522) in the validation cohort. Furthermore, the model was clinically useful, according to decision curve analysis. CONCLUSIONS: Our findings indicated that younger female partners, larger diameter of veins, higher initial and increased total progressively motile sperm count were significant predictors of spontaneous pregnancy in infertile men, post microscopic varicocelectomy. This nomogram may assist in individual decision-making on the treatment strategy of varicocele preoperatively and improve the treatment outcome. |
format | Online Article Text |
id | pubmed-9598027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-95980272022-10-27 Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone Liu, Lina Li, Jia Liu, Gang Pan, Chunyu Bai, Song Zhan, Yunhong Shan, Liping BMC Pregnancy Childbirth Research INTRODUCTION: The current challenge for the treatment of varicocele is identifying patients who could benefit the most from surgery. We aimed to develop and validate a nomogram for predicting spontaneous pregnancy following microscopic varicocelectomy in infertile men, based on a large cohort. METHODS: Two hundred eighty-two consecutive patients who underwent microscopic varicocelectomy from January 2018 to December 2020 were enrolled as participants in the study. Xiang Hua center (206 patients) as a development cohort. Hu Nan center (76 patients) as a validation cohort. Patient clinicopathologic data were recorded. Multivariate logistic regression was used to build a predictive model with regression coefficients. Then, backward stepwise selection was applied, and the likelihood ratio test with Akaike’s information criterion was used as the stopping rule. The performance of this predictive model was assessed for discrimination, calibration, and clinical usefulness. RESULTS: Predictors of this model included the age of female partners, diameter of veins, initial and increased total progressively motile sperm count. The model demonstrated good discrimination with an AUROC of 0.925 (p < 0.001) and calibration (Unreliability test, p = 0.522) in the validation cohort. Furthermore, the model was clinically useful, according to decision curve analysis. CONCLUSIONS: Our findings indicated that younger female partners, larger diameter of veins, higher initial and increased total progressively motile sperm count were significant predictors of spontaneous pregnancy in infertile men, post microscopic varicocelectomy. This nomogram may assist in individual decision-making on the treatment strategy of varicocele preoperatively and improve the treatment outcome. BioMed Central 2022-10-26 /pmc/articles/PMC9598027/ /pubmed/36289465 http://dx.doi.org/10.1186/s12884-022-05125-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Liu, Lina Li, Jia Liu, Gang Pan, Chunyu Bai, Song Zhan, Yunhong Shan, Liping Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title | Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title_full | Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title_fullStr | Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title_full_unstemmed | Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title_short | Nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
title_sort | nomogram for predicting spontaneous pregnancy after microscopic varicocelectomy in infertile men with normal hormone |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9598027/ https://www.ncbi.nlm.nih.gov/pubmed/36289465 http://dx.doi.org/10.1186/s12884-022-05125-9 |
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