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连续血糖监测和晚期糖基化终产物预测成人 CF 相关糖尿病的临床结局和发展。

Continuous glucose monitoring and advanced glycation endproducts for prediction of clinical outcomes and development of cystic fibrosis-related diabetes in adults with CF.

机构信息

Division of Endocrinology, Hasbro Children's Hospital, Providence, RI, United States.

Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA, United States.

出版信息

Front Endocrinol (Lausanne). 2024 Feb 6;15:1293709. doi: 10.3389/fendo.2024.1293709. eCollection 2024.

Abstract

INTRODUCTIONS

Cystic fibrosis-related diabetes (CFRD) is associated with pulmonary decline, compromised nutritional status, and earlier mortality. Onset is often insidious, so screening for early detection of glycemic abnormalities is important. Continuous glucose monitoring (CGM) has been validated in people with CF and has been shown to detect early glycemic variability otherwise missed on 2-hour oral glucose tolerance testing (OGTT). We previously reported that CGM measures of hyperglycemia and glycemic variability are superior to hemoglobin A1c (HbA1c) in distinguishing those with and without CFRD. However, little is known about the long-term predictive value of CGM measures of glycemia for both the development of CFRD and their effect on key clinical outcomes such as weight maintenance and pulmonary function. In addition, there have been no studies investigating advanced glycation endproducts (AGE) assessed by skin autofluorescence in people with CF.

METHODS

In this prospective observational study, CGM and HbA1c were measured at 2 to 3 time points 3 months apart in 77 adults with CF. Participants who did not have CFRD at the time of enrollment underwent OGTT at the baseline visit, and all participants had AGE readings at baseline. Follow up data including anthropometric measures, pulmonary function and CFRD status were collected by review of medical records 1- and 2-years after the baseline visits. We applied multivariable linear regression models correlating glycemic measures to change in key clinical outcomes (weight, BMI, FEV1) accounting for age, gender and elexacaftor/tezacaftor/ivacaftor (ETI) use. We also conducted logistic regression analyses comparing baseline glycemic data to development of CFRD during the 2-year follow up period.

RESULTS

Of the 77 participants, 25 had pre-existing CFRD at the time of enrollment, and six participants were diagnosed with CFRD by the OGTT performed at the baseline visit. When adjusting for age, gender, and ETI use, multiple CGM measures correlated with weight and BMI decline after one year but not after two years. CGM and HbA1c at baseline did not predict decline in FEV1 (p>0.05 for all). In the 46 participants without a diagnosis of CFRD at baseline, two participants were diagnosed with CFRD over the following two years, but CGM measures at baseline did not predict progression to CFRD. Baseline AGE values were higher in individuals with CFRD and correlated with multiple measures of dysglycemia (HbA1c, AG, SD, CV, TIR, % time >140, >180, >250) as well as weight. AGE values also correlated with FEV1 decline at year 1 and weight decline at year 1 and year 2.

CONCLUSIONS

Several key CGM measures of hyperglycemia and glycemic variability were predictive of future decline in weight and BMI over one year in this population of adults with CF with and without CFRD. None of the baseline glycemic variables predicted progression to CFRD over 2 years. To our knowledge, this is the first report correlating AGE levels with key clinical and glycemic measures in CF. Limitations of these analyses include the small number of participants who developed CFRD (n=2) during the follow up period and the initiation of ETI by many participants, affecting their trajectory in weight and pulmonary function. These results provide additional data supporting the potential role for CGM in identifying clinically significant dysglycemia in CF. Future studies are needed to investigate CGM as a diagnostic and screening tool for CFRD and to understand the implications of AGE measures in this patient population.

摘要

简介

囊性纤维化相关糖尿病(CFRD)与肺功能下降、营养状况受损和更早的死亡率有关。其发病通常是隐匿的,因此进行早期检测以发现血糖异常很重要。连续血糖监测(CGM)已在 CF 患者中得到验证,并已证明其可检测到 2 小时口服葡萄糖耐量试验(OGTT)上错过的早期血糖变异性。我们之前报告称,CGM 对高血糖和血糖变异性的测量在区分有和无 CFRD 方面优于糖化血红蛋白(HbA1c)。然而,对于 CGMS 测量值对 CFRD 发展及其对关键临床结局(如体重维持和肺功能)的影响,人们知之甚少。此外,在 CF 患者中,尚未有研究调查通过皮肤自发荧光评估的晚期糖基化终产物(AGE)。

方法

在这项前瞻性观察研究中,77 名 CF 成年患者在 3 个月内进行 2 到 3 次 CGM 和 HbA1c 测量。在招募时没有 CFRD 的参与者在基线就诊时进行 OGTT,所有参与者均有 AGE 读数。通过回顾医疗记录,在基线就诊后 1 年和 2 年收集包括体重、肺功能和 CFRD 状态在内的随访数据。我们应用多变量线性回归模型,将血糖测量值与关键临床结局(体重、BMI、FEV1)的变化相关联,同时考虑年龄、性别和依伐卡托(Elexacaftor/Tezacaftor/Ivacaftor,ETI)的使用。我们还进行了逻辑回归分析,比较了基线血糖数据与在 2 年随访期间发生 CFRD 的情况。

结果

在 77 名参与者中,有 25 名在入组时已经患有 CFRD,有 6 名参与者在基线就诊时通过 OGTT 被诊断为 CFRD。在调整年龄、性别和 ETI 使用后,多项 CGM 测量值与一年后的体重和 BMI 下降相关,但与两年后的体重和 BMI 下降无关。基线 CGM 和 HbA1c 均不能预测 FEV1 的下降(所有 P 值>0.05)。在基线时没有 CFRD 诊断的 46 名参与者中,有 2 名在接下来的两年中被诊断为 CFRD,但基线 CGM 测量值并不能预测其进展为 CFRD。有 CFRD 的个体的基线 AGE 值较高,并且与多种血糖异常(HbA1c、AG、SD、CV、TIR、%时间>140、>180、>250)以及体重相关。AGE 值还与第 1 年的 FEV1 下降和第 1 年和第 2 年的体重下降相关。

结论

在这项有和无 CFRD 的 CF 成年患者人群中,多项关键 CGM 测量值与未来 1 年内体重和 BMI 的下降相关。基线血糖变量均不能预测在 2 年内进展为 CFRD。据我们所知,这是首次将 AGE 水平与 CF 中的关键临床和血糖测量值相关联的报告。这些分析的局限性包括在随访期间发展为 CFRD 的参与者数量较少(n=2),以及许多参与者开始使用 ETI,这影响了他们在体重和肺功能方面的轨迹。这些结果提供了更多数据支持 CGM 在识别 CF 中临床显著的血糖异常方面的作用。未来需要研究 CGM 作为 CFRD 的诊断和筛查工具,以及了解 AGE 测量值在该患者人群中的意义。

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Impaired glucose tolerance and indeterminate glycemia in cystic fibrosis.
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6
Effect of elexacaftor-tezacaftor-ivacaftor on body weight and metabolic parameters in adults with cystic fibrosis.
J Cyst Fibros. 2022 Mar;21(2):265-271. doi: 10.1016/j.jcf.2021.11.012. Epub 2021 Dec 1.
7
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J Clin Endocrinol Metab. 2022 Mar 24;107(4):e1444-e1454. doi: 10.1210/clinem/dgab857.
8
Elexacaftor co-potentiates the activity of F508del and gating mutants of CFTR.
J Cyst Fibros. 2021 Sep;20(5):895-898. doi: 10.1016/j.jcf.2021.03.011. Epub 2021 Mar 26.
9
Peak glucose during an oral glucose tolerance test is associated with future diabetes risk in adults with cystic fibrosis.
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10
Skin autofluorescence predicts new cardiovascular disease and mortality in people with type 2 diabetes.
BMC Endocr Disord. 2021 Jan 12;21(1):14. doi: 10.1186/s12902-020-00676-4.

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