{"title":"确定肝移植受者最佳骨矿物质密度(BMD)筛查计划的统计模型","authors":"Harish Reddy Koyya , Elijah Meredith , Farid Gharehmohammadi , Mahmoud Elmahdy , Ronnie Sebro","doi":"10.1016/j.liver.2025.100295","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>The American Association for the Study of Liver Diseases (AASLD) and the American Society of Transplantation (AST) 2012 practice guidelines based on expert opinion provide surveillance frequency guidelines for dual-energy X-ray absorptiometry (DXA) bone mineral density (BMD) scans after liver transplant (LT). Since then, post-transplant immunosuppression has changed. This study aims to use statistical models to identify the optimal DXA surveillance frequency after LT.</div></div><div><h3>Materials and Methods</h3><div>This study retrospectively evaluated 402 LT recipients followed for up to 8 years post-LT, each with at least one pre-LT and two post-LT DXA scans. Linear mixed-effects (LME) models using random slopes and intercepts were used to identify whether BMD decline was linear or non-linear (quadratic) in time. Multivariate LME models were used to model the decline in femoral neck (FN), total hip (TH), and L1-L4 BMD decline after LT adjusting for demographic and clinical variables.</div></div><div><h3>Results</h3><div>Males had higher pre-LT BMD than females (P<0.001 at all sites). The rate of BMD loss was fastest at the FN, and faster in patients with normal pre-LT BMD than in patients with low pre-LT BMD (osteopenia/osteoporosis). The model predicted that there would be a significant FN BMD decrease in patients with normal pre-LT BMD after approximately 481 days post-LT (1 year, 3 months).</div></div><div><h3>Conclusion</h3><div>LT recipients with normal pre-LT BMD should have DXA scans ∼481 days post-LT. LT recipients with low BMD pre-LT who were more likely to be treated with bisphosphonates did not need annual DXA screening.</div></div>","PeriodicalId":100799,"journal":{"name":"Journal of Liver Transplantation","volume":"20 ","pages":"Article 100295"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A statistical model to determine the optimal bone mineral density (BMD) screening schedule in liver transplant recipients\",\"authors\":\"Harish Reddy Koyya , Elijah Meredith , Farid Gharehmohammadi , Mahmoud Elmahdy , Ronnie Sebro\",\"doi\":\"10.1016/j.liver.2025.100295\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>The American Association for the Study of Liver Diseases (AASLD) and the American Society of Transplantation (AST) 2012 practice guidelines based on expert opinion provide surveillance frequency guidelines for dual-energy X-ray absorptiometry (DXA) bone mineral density (BMD) scans after liver transplant (LT). Since then, post-transplant immunosuppression has changed. This study aims to use statistical models to identify the optimal DXA surveillance frequency after LT.</div></div><div><h3>Materials and Methods</h3><div>This study retrospectively evaluated 402 LT recipients followed for up to 8 years post-LT, each with at least one pre-LT and two post-LT DXA scans. Linear mixed-effects (LME) models using random slopes and intercepts were used to identify whether BMD decline was linear or non-linear (quadratic) in time. Multivariate LME models were used to model the decline in femoral neck (FN), total hip (TH), and L1-L4 BMD decline after LT adjusting for demographic and clinical variables.</div></div><div><h3>Results</h3><div>Males had higher pre-LT BMD than females (P<0.001 at all sites). The rate of BMD loss was fastest at the FN, and faster in patients with normal pre-LT BMD than in patients with low pre-LT BMD (osteopenia/osteoporosis). The model predicted that there would be a significant FN BMD decrease in patients with normal pre-LT BMD after approximately 481 days post-LT (1 year, 3 months).</div></div><div><h3>Conclusion</h3><div>LT recipients with normal pre-LT BMD should have DXA scans ∼481 days post-LT. LT recipients with low BMD pre-LT who were more likely to be treated with bisphosphonates did not need annual DXA screening.</div></div>\",\"PeriodicalId\":100799,\"journal\":{\"name\":\"Journal of Liver Transplantation\",\"volume\":\"20 \",\"pages\":\"Article 100295\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-09-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Liver Transplantation\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2666967625000388\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Liver Transplantation","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666967625000388","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A statistical model to determine the optimal bone mineral density (BMD) screening schedule in liver transplant recipients
Background
The American Association for the Study of Liver Diseases (AASLD) and the American Society of Transplantation (AST) 2012 practice guidelines based on expert opinion provide surveillance frequency guidelines for dual-energy X-ray absorptiometry (DXA) bone mineral density (BMD) scans after liver transplant (LT). Since then, post-transplant immunosuppression has changed. This study aims to use statistical models to identify the optimal DXA surveillance frequency after LT.
Materials and Methods
This study retrospectively evaluated 402 LT recipients followed for up to 8 years post-LT, each with at least one pre-LT and two post-LT DXA scans. Linear mixed-effects (LME) models using random slopes and intercepts were used to identify whether BMD decline was linear or non-linear (quadratic) in time. Multivariate LME models were used to model the decline in femoral neck (FN), total hip (TH), and L1-L4 BMD decline after LT adjusting for demographic and clinical variables.
Results
Males had higher pre-LT BMD than females (P<0.001 at all sites). The rate of BMD loss was fastest at the FN, and faster in patients with normal pre-LT BMD than in patients with low pre-LT BMD (osteopenia/osteoporosis). The model predicted that there would be a significant FN BMD decrease in patients with normal pre-LT BMD after approximately 481 days post-LT (1 year, 3 months).
Conclusion
LT recipients with normal pre-LT BMD should have DXA scans ∼481 days post-LT. LT recipients with low BMD pre-LT who were more likely to be treated with bisphosphonates did not need annual DXA screening.