{"title":"A novel nomogram for predicting the risk of delayed onset lactogenesis II among women who delivered via cesarean section in China.","authors":"Yingmo Tian, Yanping Zhao","doi":"10.1080/03630242.2025.2457643","DOIUrl":null,"url":null,"abstract":"<p><p>This study aimed to develop a prognostic nomogram to predict the risk of delayed onset lactogenesis II (DOL II) in Chinese women who delivered via cesarean section. A total of 143 women who delivered via cesarean section in our hospital between June 2021 and May 2022 were retrospectively reviewed. A nomogram was constructed using the independent predictors extracted from the logistic regression analysis. Validation of the prognostic model was conducted using the concordance index, calibration curves and decision curve analyses (DCAs). Multivariate analyses revealed that the factors associated with DOL II after cesarean section were gestational weight gain (GWG), gestational hypertension, previous breastfeeding experience and previous insufficient lactation. The nomogram was constructed based on the above four factors. The area under the receiver operating characteristic curve was 0.801 in the validation set. The Youden index of the model was 0.49, with a sensitivity of 0.661 and a specificity of 0.829. The DCA indicated that our nomogram provided excellent positive net clinical benefits for predicting the risk of DOL II. This nomogram can provide a scientific basis for medical workers to promptly identify the risk of DOL II in women who have undergone cesarean section, prevent the occurrence of DOL II and improve the breastfeeding rate of mothers and the quality of life of newborns.</p>","PeriodicalId":23972,"journal":{"name":"Women & Health","volume":" ","pages":"227-236"},"PeriodicalIF":1.2000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Women & Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/03630242.2025.2457643","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/27 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0
摘要
本研究旨在建立一个预后提名图,以预测中国剖宫产产妇发生迟发性泌乳素生成Ⅱ(DOLⅡ)的风险。研究回顾性分析了 2021 年 6 月至 2022 年 5 月期间在我院进行剖宫产的 143 名产妇。利用从逻辑回归分析中提取的独立预测因素构建了一个提名图。利用一致性指数、校准曲线和决策曲线分析(DCA)对预后模型进行了验证。多变量分析表明,与剖宫产术后 DOL II 相关的因素有妊娠体重增加(GWG)、妊娠高血压、既往母乳喂养经历和既往泌乳不足。根据上述四个因素构建了提名图。验证集的接收者操作特征曲线下面积为 0.801。模型的尤登指数为 0.49,灵敏度为 0.661,特异度为 0.829。DCA 表明,我们的提名图在预测 DOL II 风险方面提供了极好的临床净效益。该提名图可为医务工作者及时识别剖宫产产妇发生 DOL II 的风险、预防 DOL II 的发生、提高产妇母乳喂养率和新生儿生活质量提供科学依据。
A novel nomogram for predicting the risk of delayed onset lactogenesis II among women who delivered via cesarean section in China.
This study aimed to develop a prognostic nomogram to predict the risk of delayed onset lactogenesis II (DOL II) in Chinese women who delivered via cesarean section. A total of 143 women who delivered via cesarean section in our hospital between June 2021 and May 2022 were retrospectively reviewed. A nomogram was constructed using the independent predictors extracted from the logistic regression analysis. Validation of the prognostic model was conducted using the concordance index, calibration curves and decision curve analyses (DCAs). Multivariate analyses revealed that the factors associated with DOL II after cesarean section were gestational weight gain (GWG), gestational hypertension, previous breastfeeding experience and previous insufficient lactation. The nomogram was constructed based on the above four factors. The area under the receiver operating characteristic curve was 0.801 in the validation set. The Youden index of the model was 0.49, with a sensitivity of 0.661 and a specificity of 0.829. The DCA indicated that our nomogram provided excellent positive net clinical benefits for predicting the risk of DOL II. This nomogram can provide a scientific basis for medical workers to promptly identify the risk of DOL II in women who have undergone cesarean section, prevent the occurrence of DOL II and improve the breastfeeding rate of mothers and the quality of life of newborns.
期刊介绍:
Women & Health publishes original papers and critical reviews containing highly useful information for researchers, policy planners, and all providers of health care for women. These papers cover findings from studies concerning health and illness and physical and psychological well-being of women, as well as the environmental, lifestyle and sociocultural factors that are associated with health and disease, which have implications for prevention, early detection and treatment, limitation of disability and rehabilitation.