Luqian Yang, Shuming Ji, Yan Zhao, Yue Song, Xueni Liu, Hongpei Ji
{"title":"用于预测开放性眼球损伤患者早期视力结果和再手术率的图图的发展。","authors":"Luqian Yang, Shuming Ji, Yan Zhao, Yue Song, Xueni Liu, Hongpei Ji","doi":"10.1186/s12886-025-03845-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>We aimed to investigate the occurrence and factors influencing early visual acuity (VA) outcomes and reoperation rates in patients with open globe injuries (OGI) and develop a nomogram for predicting early visual acuity outcomes and reoperation rate.</p><p><strong>Methods: </strong>We conducted a retrospective review of data from 121 patients with treated OGI. Relevant information of all patients with OGI were collected after a 1-month timeframe post-surgery. Continuous variables were described using descriptive statistics, while categorical variables were described via frequency distributions between different groups. Model performance was evaluated using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA).</p><p><strong>Results: </strong>There were significant differences between patients with reoperation group and patients without reoperation in term of gender, initial visual acuity, length of stay, and Birmingham Eye Trauma Terminology (BETT) types of injury. The result showed that initial VA, laterality, the BETT types of injury, location, retinal detachment, orbital CT, and intraoperative changes were related to the VA outcome, and initial VA is the most significant factor. Constructed nomogram based on those variables had a good efficiency in predicting the VA outcome. We obtained eight variables related to reoperation, including initial VA, age, length of stay, Gender, BETT, iris prolapse, retinal detachment, and type of anesthesia, and age is the most important factor. The nomogram based on those variables had a good efficiency for predicting the reoperation. Furthermore, the DCA showed that utilizing a reference threshold of 0.71 for VA outcomes and 0.79 for reoperation rates may offer clinical net benefit.</p><p><strong>Conclusions: </strong>Our models showcase significant predictive efficacy in evaluating early VA outcome and reoperation rate, offering valuable insights to ophthalmologists in their clinical decision-making endeavors.</p>","PeriodicalId":9058,"journal":{"name":"BMC Ophthalmology","volume":"25 1","pages":"16"},"PeriodicalIF":1.7000,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11727672/pdf/","citationCount":"0","resultStr":"{\"title\":\"Development of a nomogram for predicting early visual acuity outcomes and reoperation rate in patients with open globe injury.\",\"authors\":\"Luqian Yang, Shuming Ji, Yan Zhao, Yue Song, Xueni Liu, Hongpei Ji\",\"doi\":\"10.1186/s12886-025-03845-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>We aimed to investigate the occurrence and factors influencing early visual acuity (VA) outcomes and reoperation rates in patients with open globe injuries (OGI) and develop a nomogram for predicting early visual acuity outcomes and reoperation rate.</p><p><strong>Methods: </strong>We conducted a retrospective review of data from 121 patients with treated OGI. Relevant information of all patients with OGI were collected after a 1-month timeframe post-surgery. Continuous variables were described using descriptive statistics, while categorical variables were described via frequency distributions between different groups. Model performance was evaluated using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA).</p><p><strong>Results: </strong>There were significant differences between patients with reoperation group and patients without reoperation in term of gender, initial visual acuity, length of stay, and Birmingham Eye Trauma Terminology (BETT) types of injury. The result showed that initial VA, laterality, the BETT types of injury, location, retinal detachment, orbital CT, and intraoperative changes were related to the VA outcome, and initial VA is the most significant factor. Constructed nomogram based on those variables had a good efficiency in predicting the VA outcome. We obtained eight variables related to reoperation, including initial VA, age, length of stay, Gender, BETT, iris prolapse, retinal detachment, and type of anesthesia, and age is the most important factor. The nomogram based on those variables had a good efficiency for predicting the reoperation. Furthermore, the DCA showed that utilizing a reference threshold of 0.71 for VA outcomes and 0.79 for reoperation rates may offer clinical net benefit.</p><p><strong>Conclusions: </strong>Our models showcase significant predictive efficacy in evaluating early VA outcome and reoperation rate, offering valuable insights to ophthalmologists in their clinical decision-making endeavors.</p>\",\"PeriodicalId\":9058,\"journal\":{\"name\":\"BMC Ophthalmology\",\"volume\":\"25 1\",\"pages\":\"16\"},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2025-01-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11727672/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Ophthalmology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12886-025-03845-y\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPHTHALMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Ophthalmology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12886-025-03845-y","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
Development of a nomogram for predicting early visual acuity outcomes and reoperation rate in patients with open globe injury.
Objective: We aimed to investigate the occurrence and factors influencing early visual acuity (VA) outcomes and reoperation rates in patients with open globe injuries (OGI) and develop a nomogram for predicting early visual acuity outcomes and reoperation rate.
Methods: We conducted a retrospective review of data from 121 patients with treated OGI. Relevant information of all patients with OGI were collected after a 1-month timeframe post-surgery. Continuous variables were described using descriptive statistics, while categorical variables were described via frequency distributions between different groups. Model performance was evaluated using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA).
Results: There were significant differences between patients with reoperation group and patients without reoperation in term of gender, initial visual acuity, length of stay, and Birmingham Eye Trauma Terminology (BETT) types of injury. The result showed that initial VA, laterality, the BETT types of injury, location, retinal detachment, orbital CT, and intraoperative changes were related to the VA outcome, and initial VA is the most significant factor. Constructed nomogram based on those variables had a good efficiency in predicting the VA outcome. We obtained eight variables related to reoperation, including initial VA, age, length of stay, Gender, BETT, iris prolapse, retinal detachment, and type of anesthesia, and age is the most important factor. The nomogram based on those variables had a good efficiency for predicting the reoperation. Furthermore, the DCA showed that utilizing a reference threshold of 0.71 for VA outcomes and 0.79 for reoperation rates may offer clinical net benefit.
Conclusions: Our models showcase significant predictive efficacy in evaluating early VA outcome and reoperation rate, offering valuable insights to ophthalmologists in their clinical decision-making endeavors.
期刊介绍:
BMC Ophthalmology is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of eye disorders, as well as related molecular genetics, pathophysiology, and epidemiology.