虚弱状态与成人1型糖尿病死亡和血管并发症风险的关联研究

周轶雯 ,  李爽 ,  刘静飞 ,  陈启航 ,  杨淳 ,  高天雨 ,  陈阳 ,  顾愹 ,  杨涛

南京医科大学学报(自然科学版) ›› 2026, Vol. 46 ›› Issue (6) : 840 -853.

PDF (3223KB)
南京医科大学学报(自然科学版) ›› 2026, Vol. 46 ›› Issue (6) : 840 -853. DOI: 10.7655/NYDXBNSN260215
临床研究

虚弱状态与成人1型糖尿病死亡和血管并发症风险的关联研究

作者信息 +

Frailty and risk of mortality and vascular complications in adults with type 1 diabetes

Author information +
文章历史 +
PDF (3299K)

摘要

目的:探究成人1型糖尿病(type 1 diabetes,T1D)患者的虚弱状态与死亡及血管并发症发生风险的关联。方法:基于英国生物银行(UK Biobank,UKB)前瞻性队列,纳入基线确诊的T1D患者。采用躯体虚弱(physical frailty,PF)和虚弱指数(frailty index,FI)评估基线虚弱状态。主要结局包括全因死亡、T1D及其并发症相关死亡,以及新发大血管和微血管并发症。采用Cox比例风险回归模型评估虚弱状态与各结局的关联,计算风险比(hazard ratio,HR)及95%置信区间(confidence interval,CI),进行剂量-反应分析、分层分析及敏感性分析。结果:共纳入1 571例基线T1D患者用于死亡结局分析,中位随访13.4年;其中1 207例基线无血管并发症的患者纳入并发症分析。根据PF和FI评估,分别有12.7%和28.5%的参与者被归类为虚弱。多变量调整后,与非虚弱组相比,虚弱组全因死亡风险显著升高(PF:HR=2.76,95% CI:1.92~3.98;FI:HR=2.71,95% CI:1.71~4.31),T1D及其并发症相关死亡风险亦增加(PF:HR=4.02,95% CI:2.21~7.28;FI:HR=4.14,95% CI:1.73~9.89)。在基线无血管并发症的患者中,虚弱与新发大血管并发症(PF:HR=2.17,95% CI:1.46~3.22;FI:HR=2.39,95% CI:1.61~3.54)及微血管并发症(PF:HR=1.66,95% CI:1.18~2.32;FI:HR=2.05,95% CI:1.47~2.86)风险升高相关。剂量-反应分析显示,虚弱程度增加与多种结局风险呈单调上升趋势,而PF评分与微血管并发症风险之间存在非线性关联。分层分析显示,FI与全因死亡的关联在收缩压(systolic blood pressure,SBP)较低或体重指数(body mass index,BMI)较低的患者中更为显著,而PF在不同亚组中的预测效应相对一致。敏感性分析结果与主分析基本一致。结论:在T1D患者中,虚弱与死亡及新发血管并发症风险增加显著相关。开展虚弱评估有助于识别预后较差的人群,并为T1D患者的风险分层和管理提供了依据。

Abstract

Objective:To investigate the associations between frailty status and the risks of mortality and vascular complications in adults with type 1 diabetes(T1D). Methods:This prospective cohort study was based on the UK Biobank(UKB)and included participants with T1D at baseline. Frailty status was assessed using physical frailty(PF)and the frailty index(FI). The primary outcomes included all-cause mortality,T1D-related and complication-related mortality,and incident macrovascular and microvascular complications. Cox proportional hazards regression models were used to evaluate the associations between frailty status and each outcome. Dose-response analyses,subgroup analyses,and multiple sensitivity analyses were further conducted. Results:A total of 1 571 participants with T1D at baseline were included in the mortality analyses,with a median follow-up of 13.4 years;among them,1 207 participants without baseline vascular complications were included in the complication analyses. Based on PF and FI,12.7% and 28.5% of participants were classified as frail,respectively. After multivariable adjustment,compared with non-frail participants,frail individuals had a significantly higher risk of all-cause mortality[PF:hazard ratio(HR)=2.76,95% confidence interval(CI):1.92-3.98;FI:HR=2.71,95% CI:1.71-4.31]. The risk of T1D-related and complication-related mortality was also markedly increased among frail participants(PF:HR 4.02,95% CI:2.21-7.28;FI:HR 4.14,95% CI:1.73-9.89). Among participants without baseline vascular complications,frailty was significantly associated with higher risks of incident macrovascular complications(PF:HR=2.17,95% CI:1.46-3.22;FI:HR=2.39,95% CI:1.61-3.54)and microvascular complications(PF:HR=1.66,95% CI:1.18-2.32;FI:HR=2.05,95% CI:1.47-2.86). Dose-response analyses showed monotonic increases in the risks of multiple outcomes with increasing frailty severity,whereas a non-linear association was observed between PF scores and the risk of microvascular complications. Subgroup analyses showed that the association between FI and all-cause mortality was more pronounced among participants with lower systolic blood pressure(SBP)or lower body mass index(BMI),whereas the predictive effect of PF was relatively consistent across subgroups. Sensitivity analyses yielded results generally consistent with the main analyses. Conclusion:In adults with T1D,frailty was significantly associated with increased risks of mortality and incident vascular complications. Frailty assessment may help identify individuals at higher risk of poor prognosis and provide additional support for risk stratification and management in this population.

关键词

1型糖尿病 / 虚弱 / 死亡 / 糖尿病并发症 / UK Biobank

Key words

type 1 diabetes / frailty / mortality / diabetes complications / UK Biobank

引用本文

引用格式 ▾
周轶雯,李爽,刘静飞,陈启航,杨淳,高天雨,陈阳,顾愹,杨涛. 虚弱状态与成人1型糖尿病死亡和血管并发症风险的关联研究[J]. 南京医科大学学报(自然科学版), 2026, 46(6): 840-853 DOI:10.7655/NYDXBNSN260215

登录浏览全文

4963

注册一个新账户 忘记密码

参考文献

[1]

PATSOUKAKI V, LIND L, LAMPA E, et al. Risk differences and underlying factors of cardiovascular events and mortality in patients with type 2 diabetes versus type 1 diabetes: a longitudinal cohort study of swedish nationwide register data[J]. Lancet Diabetes Endocrinol, 2025, 13(10):848-862.

[2]

HARJUTSALO V, PONGRAC BARLOVIC D, GROOP P H. Long—term population—based trends in the incidence of cardiovascular disease in individuals with type 1 diabetes from finland: a retrospective, nationwide, cohort study[J]. Lancet Diabetes Endocrinol, 2021, 9(9):575-585.

[3]

ROSENGREN A, DIKAIOU P. Cardiovascular outcomes in type 1 and type 2 diabetes[J]. Diabetologia, 2023, 66(3):425-437.

[4]

WEI Y, ANDERSSON T, TUOMI T, et al. Adult—onset type 1 diabetes: predictors of major cardiovascular events and mortality[J]. Eur Heart J, 2025, 46(38):3776-3786.

[5]

胡启桢, 顾蕙兰, 秦瑶, . 161例成人起病经典1型糖尿病微血管并发症的临床特征及相关风险因素分析[J]. 南京医科大学学报(自然科学版), 2021, 41(9):1364-1368.

[6]

HU Q Z, GU H L, QIN Y, et al. Clinical characteristics and related risk factors of microvascular complications in 161 adult—onset classic type 1 diabetes mellitus patients[J]. Journal of Nanjing Medical University(Natural Sciences), 2021, 41(9):1364-1368.

[7]

VERGES B. Cardiovascular disease in type 1 diabetes, an underestimated danger: Epidemiological and pathophysiological data[J]. Atherosclerosis, 2024, 394:117158.

[8]

KIM D H, ROCKWOOD K. Frailty in older adults[J]. N Engl J Med, 2024, 391(6):538-548.

[9]

HOOGENDIJK E O, AFILALO J, ENSRUD K E, et al. Frailty: implications for clinical practice and public health[J]. Lancet, 2019, 394(10206):1365-1375.

[10]

FRIED L P, TANGEN C M, WALSTON J, et al. Frailty in older adults: evidence for a phenotype[J]. J Gerontol A Biol Sci Med Sci, 2001, 56(3):M146-M156.

[11]

ROCKWOOD K, MITNITSKI A. Frailty defined by deficit accumulation and geriatric medicine defined by frailty[J]. Clin Geriatr Med, 2011, 27(1):17-26.

[12]

MIRKOWSKI K, VELLONE E, ZOLKOWSKA B, et al. Frailty and heart failure: clinical insights, patient outcomes and future directions[J]. Card Fail Rev, 2025, 11:e05.

[13]

VERDURI A, CARTER B, LARAMAN J, et al. Frailty and its influence on mortality and morbidity in COPD: a systematic review and meta—analysis[J]. Intern Emerg Med, 2023, 18(8):2423-2434.

[14]

ZHANG F, WANG H, BAI Y, et al. Prevalence of physical frailty and impact on survival in patients with chronic kidney disease: a systematic review and meta—analysis[J]. BMC Nephrol, 2023, 24(1):258.

[15]

HANLON P, FAURE I, CORCORAN N, et al. Frailty measurement, prevalence, incidence, and clinical implications in people with diabetes: a systematic review and study—level meta—analysis[J]. Lancet Healthy Longev, 2020, 1(3):e106-e116.

[16]

CAO X, LI X, ZHANG J, et al. Associations between frailty and the increased risk of adverse outcomes among 38,950 UK Biobank participants with prediabetes: prospective cohort study[J]. JMIR Public Health Surveill, 2023, 9:e45502.

[17]

WEN L, LU Y, LI X, et al. Association of frailty and prefrailty with all—cause and cardiovascular mortality in diabetes: three prospective cohorts and a meta—analysis[J]. Ageing Res Rev, 2025, 106:102696.

[18]

HAAPANEN M J, JANSSON SIGFRIDS F, YLINEN A, et al. Frailty outperforms conventional risk factors for predicting complications and death in type 1 diabetes[J]. Diabetes Res Clin Pract, 2025, 230:112984.

[19]

GOLDING J A, YONG E S T, HOPE S V, et al. Type 1 diabetes and frailty: a scoping review[J]. Diabet Med, 2024, 41(8):e15344.

[20]

SUDLOW C, GALLACHER J, ALLEN N, et al. UK Biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age[J]. PLoS Med, 2015, 12(3):e1001779.

[21]

THOMAS N J, MCGOVERN A, YOUNG K G, et al. Identifying type 1 and 2 diabetes in research datasets where classification biomarkers are unavailable: assessing the accuracy of published approaches[J]. J Clin Epidemiol, 2023, 153:34-44.

[22]

OSTROMINSKI J W, CHO S M J, VADUGANATHAN M, et al. Cause—specific death in adults with type 1 diabetes and type 2 diabetes: insights from the UK Biobank[J]. Diabetes Obes Metab, 2025, 27(1):422-427.

[23]

DAMANTI S, DE LORENZO R, CITTERIO L, et al. Frailty index, frailty phenotype and 6—year mortality trends in the frasnet cohort[J]. Front Med(Lausanne), 2024, 11:1465066.

[24]

SUN Y, LI W, ZHOU Y, et al. Long—term changes in frailty and incident type 2 diabetes: a prospective cohort study based on the UK Biobank[J]. Diabetes Obes Metab, 2024, 26(8):3352-3360.

[25]

ZHANG X, ZHAO S, HUANG Y, et al. Diabetes—related macrovascular complications are associated with an increased risk of diabetic microvascular complications: a prospective study of 1 518 patients with type 1 diabetes and 20 802 patients with type 2 diabetes in the UK Biobank[J]. J Am Heart Assoc, 2024, 13(11):e032626.

[26]

KIM D H, JENSEN A, JONES K, et al. A platform for phenotyping disease progression and associated longitudinal risk factors in large—scale EHRs, with application to incident diabetes complications in the UK Biobank[J]. JAMIA Open, 2023, 6(1):ooad006.

[27]

LI F R, HUKPORTIE D N, YANG J, et al. Microvascular burden and incident heart failure among middle—aged and older adults with type 1 or type 2 diabetes[J]. Diabetes Care, 2022, 45(12):2999-3006.

[28]

ZHONG Q, ZHOU R, HUANG Y N, et al. Frailty and risk of metabolic dysfunction—associated steatotic liver disease and other chronic liver diseases[J]. J Hepatol, 2025, 82(3):427-437.

[29]

SKYLER J S, BAKRIS G L, BONIFACIO E, et al. Differentiation of diabetes by pathophysiology, natural history, and prognosis[J]. Diabetes, 2017, 66(2):241-255.

[30]

HALLSTROM S, HIRSCH I B, EKELUND M, et al. Characteristics of continuous glucose monitoring metrics in persons with type 1 and type 2 diabetes treated with multiple daily insulin injections[J]. Diabetes Technol Ther, 2021, 23(6):425-433.

[31]

PAN Z, CUN D, WANG W, et al. Causal relationship between frailty and diabetes subtypes: a bidirectional Mendelian randomization study[J]. Medicine(Baltimore), 2025, 104(42):e45288.

[32]

JAYANAMA K, THEOU O, GODIN J, et al. Relationship of body mass index with frailty and all—cause mortality among middle—aged and older adults[J]. BMC Med, 2022, 20(1):404.

基金资助

国家自然科学基金(82230028)

国家“万人计划”青年拔尖人才支持计划(SQ2024QB05226)

江苏省前沿技术研发计划(BF2025612)

四大慢病重大专项(2023ZD0507400)

四大慢病重大专项(2023ZD0507403)

AI Summary AI Mindmap
PDF (3223KB)

0

访问

0

被引

详细

导航
相关文章

AI思维导图

/