A statistical model to determine the optimal bone mineral density (BMD) screening schedule in liver transplant recipients

Harish Reddy Koyya , Elijah Meredith , Farid Gharehmohammadi , Mahmoud Elmahdy , Ronnie Sebro
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Abstract

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.
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
美国肝病研究协会(AASLD)和美国移植学会(AST) 2012实践指南基于专家意见提供了肝移植(LT)后双能x线吸收仪(DXA)骨矿物质密度(BMD)扫描的监测频率指南。从那时起,移植后的免疫抑制发生了变化。本研究旨在使用统计模型来确定LT后最佳DXA监测频率。材料和方法本研究回顾性评估了402例LT后随访长达8年的LT受体,每位患者至少进行了一次LT前和两次LT后DXA扫描。采用随机斜率和截距的线性混合效应(LME)模型来识别骨密度下降在时间上是线性的还是非线性的(二次)。多变量LME模型用于模拟经人口统计学和临床变量调整后的股骨颈(FN)、全髋关节(TH)和L1-L4骨密度下降。结果男性lt前骨密度高于女性(p < 0.001)。骨密度损失的速度在FN处是最快的,并且正常的前lt骨密度患者比低的前lt骨密度患者(骨质减少/骨质疏松)更快。该模型预测,在肝移植后约481天(1年3个月)后,肝移植前骨密度正常的患者FN骨密度显著下降。结论:肝移植前BMD正常的肝移植受者应在肝移植后481天进行DXA扫描。低骨密度的前肝移植受体更可能接受双膦酸盐治疗,不需要每年进行DXA筛查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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