Suppr超能文献

多发性骨髓瘤患者血清生物标志物的多轨迹模型。

Multi-trajectory models of serum biomarkers among patients with monoclonal gammopathy of undetermined significance.

机构信息

Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.

Meyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, Worcester, Massachusetts, USA.

出版信息

Hematol Oncol. 2022 Aug;40(3):409-416. doi: 10.1002/hon.2992. Epub 2022 Apr 1.

Abstract

Understanding the progression of monoclonal gammopathy of undetermined significance (MGUS) to multiple myeloma (MM) is needed to identify patients who would benefit from closer clinical surveillance. Given that two of the defining criteria of MM are renal failure and anemia, we described the trajectories of creatinine (Cr) and hemoglobin (Hgb) over time in patients with a diagnosis of MGUS. Patients diagnosed with MGUS (n = 424) were identified by a previously validated case-finding algorithm using health claims and electronic health record data (2007-2015) and followed through 2018. Group-based trajectory modeling identified patients with distinct laboratory value trajectories of Cr (mg/dl) and Hgb (g/dl). Most patients were non-Hispanic White (97.6%) with a mean age of 75 years at MGUS diagnosis. Three multi-trajectory groups were identified: (1) Normal Cr/Hgb (n = 225; 53.1%)-stable serum Cr levels and decreasing, normal Hgb levels; (2) Normal Cr/lower-normal Hgb group (n = 188; 44.3%)-stable, slightly elevated levels of Cr and decreasing levels of Hgb; and (3) High Cr/borderline Hgb group (n = 11; 2.6%)-increased Cr levels and stable low levels of Hgb. Patients with MGUS in Group 2 were older than patients in other groups, and patients in group 3 had more comorbidities than participants in all other groups. Few patients developed MM during the study period. We were able to identify distinct biomarker trajectories in patients with MGUS over time. Future research should investigate how these trajectories may be related to the risk of progression to MM, including M-protein levels.

摘要

了解意义未明单克隆丙种球蛋白血症(MGUS)向多发性骨髓瘤(MM)的进展,有助于确定哪些患者需要更密切的临床监测。鉴于 MM 的两个定义标准是肾衰竭和贫血,我们描述了诊断为 MGUS 的患者的肌酐(Cr)和血红蛋白(Hgb)随时间的变化轨迹。通过使用健康索赔和电子健康记录数据(2007-2015 年)预先验证的病例发现算法,确定了诊断为 MGUS 的患者(n=424),并随访至 2018 年。基于群组的轨迹建模确定了具有不同 Cr(mg/dl)和 Hgb(g/dl)实验室值轨迹的患者。大多数患者是非西班牙裔白人(97.6%),MGUS 诊断时的平均年龄为 75 岁。确定了三个多轨迹组:(1)正常 Cr/Hgb 组(n=225;53.1%)-血清 Cr 水平稳定,Hgb 水平降低,正常;(2)正常 Cr/稍低正常 Hgb 组(n=188;44.3%)-Cr 水平稳定,略有升高,Hgb 水平降低;(3)高 Cr/边界 Hgb 组(n=11;2.6%)-Cr 水平升高,Hgb 水平稳定较低。组 2 中的 MGUS 患者比其他组的患者年龄更大,组 3 的患者比所有其他组的患者合并症更多。在研究期间,很少有患者发展为 MM。我们能够确定 MGUS 患者随时间变化的不同生物标志物轨迹。未来的研究应探讨这些轨迹如何与进展为 MM 的风险相关,包括 M 蛋白水平。

相似文献

本文引用的文献

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验