nav emailalert searchbtn searchbox tablepage yinyongbenwen piczone journalimg journalInfo journalinfonormal searchdiv searchzone qikanlogo popupnotification paper paperNew
2025, 04, v.8 29-37
实验室衰弱指数与心脏手术后全因死亡率的关系
基金项目(Foundation): 湖北陈孝平科技发展基金会青年科学家基金(CHXPJH12001-2424); 分子影像湖北省重点实验室开放基金项目(2023fzyx024)
邮箱(Email): gy-yc@163.com;
DOI:
摘要:

目的:探究术前实验室衰弱指数(FI-Lab)与心脏手术后患者全因死亡率的相关性。方法:回顾性分析重症监护医学信息数据库Ⅳ(MIMIC-Ⅳ)数据库(3.1版)行心脏手术后的患者,利用患者入院首次获得的33个常规实验室和生命体征参数,构建FI-Lab评分,并将患者按四分位数分组(Q1~Q4)。采用Kaplan-Meier生存分析曲线和Log-rank检验评估组间生存差异。应用多变量Cox风险回归模型和限制性立方样条,分析FI-Lab与28天及1年死亡率的相关性。结果:共纳入5 273例患者,心脏手术后28天和1年死亡率分别为2.69%和8.67%。Kaplan-Meier生存曲线显示,FI-Lab的Q1组到Q4组的死亡风险呈现梯度性升高趋势(均P<0.001)。经多变量校正后,FI-Lab评分每增加0.01个单位,28天及1年死亡风险分别增加4.3%(HR=1.043, 95%CI:1.027,1.059)和4.8%(HR=1.048, 95%CI:1.039,1.058)。与最低四分位组(Q1)相比,最高四分位组(Q4)患者的28天死亡风险增加4.294倍(HR=5.294, 95%CI:2.068,13.549),1年死亡风险增加4.391倍(HR=5.391, 95%CI:3.353,8.667)。结论:术前FI-Lab评分可独立预测心脏手术患者的短期及长期死亡风险。将该指标纳入术前风险评估体系,有助于早期识别高危人群,并为临床医生制定个体化术后管理方案提供依据。

Abstract:

Objective: To investigate the association between frailty index based on laboratory tests(FI-Lab) and all-cause mortality among patients undergoing cardiac surgery. Methods: In this retrospective cohort study, we analyzed data from the medical information mart for intensive care Ⅳ(MIMIC-Ⅳ) database(version 3.1). Using 33 conventional laboratory and vital sign parameters obtained by the patients for the first time upon admission, the FI-Lab score was constructed. Patients were stratified into quartiles(Q1-Q4) based on FI-Lab scores. Survival differences were assessed using Kaplan-Meier survival analysis with the Log-rank test. A multivariable Cox regression model and restricted cubic splines were applied to analyze the association of FI-Lab with 28-day and 1-year mortality. Results: Among 5 273 patients, 28-day and 1-year mortality rates were 2.69% and 8.67%, respectively. Kaplan-Meier curves demonstrated dose-dependent mortality risks across the FI-Lab quartiles(both P<0.001). After adjustment for relevant confounding factors, each 0.01-unit increase in the FI-Lab score was associated with 4.3%(HR=1.043, 95%CI: 1.027, 1.059) and 4.8%(HR=1.048, 95%CI: 1.039, 1.058) increase in the risks of 28-day and 1-year mortality, respectively. Patients in the highest quartile(Q4) had 4.294-fold(HR=5.294, 95%CI:2.068,13.549) and 4.391-fold(HR=5.391, 95%CI:3.353,8.667) higher risks of 28-day and 1-year mortality, respectively, compared with Q1. Conclusion: Preoperative FI-Lab scores independently predicted short-and long-term mortality after cardiac surgery. Incorporating this index into preoperative risk assessment may facilitate the early identification of high-risk populations and guide clinicians in personalizing postoperative management.

参考文献

[1] Pozzi M,Mariani S,Scanziani M,et al.The frail patient undergoing cardiac surgery:lessons learned and future perspectives[J].Front Cardiovasc Med,2023,10:1295108.

[2] Di Dedda U,Pelissero G,Agnelli B,et al.Accuracy,calibration and clinical performance of the new EuroSCORE Ⅱ risk stratification system[J].Eur J Cardio Thorac Surg,2013,43(1):27-32.

[3] Lindman B R,Patel J N.Multimorbidity in older adults with aortic stenosis[J].Clin Geriatr Med,2016,32(2):305-314.

[4] Wleklik M,Denfeld Q,Lisiak M,et al.Frailty syndrome in older adults with cardiovascular diseases-what do we know and what requires further research [J].Int J Environ Res Public Health,2022,19(4):2234.

[5] Afilalo J,Eisenberg M J,Morin J F,et al.Gait speed as an incremental predictor of mortality and major morbidity in elderly patients undergoing cardiac surgery[J].J Am Coll Cardiol,2010,56(20):1668-1676.

[6] Clegg A,Young J,Iliffe S,et al.Frailty in elderly people[J].Lancet,2013,381(9868):752-762.

[7] 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.

[8] Rockwood K.A global clinical measure of fitness and frailty in elderly people[J].Can Med Assoc J,2005,173(5):489-495.

[9] Afilalo J,Alexander K P,Mack M J,et al.Frailty assessment in the cardiovascular care of older adults[J].J Am Coll Cardiol,2014,63(8):747-762.

[10] Sapp D G,Cormier B M,Rockwood K,et al.The frailty index based on laboratory test data as a tool to investigate the impact of frailty on health outcomes:a systematic review and meta-analysis[J].Age Ageing,2023,52:afac309.

[11] Ma T,Lu D Y,Zhu Y S,et al.ACTN3 genotype and physical function and frailty in an elderly Chinese population:the Rugao Longevity and Ageing Study[J].Age Ageing,2018,47(3):416-422.

[12] Ding H F,Li X Q,Zhang X J,et al.The association of a frailty index derived from laboratory tests and vital signs with clinical outcomes in critical care patients with septic shock:a retrospective study based on the MIMIC-Ⅳ database[J].BMC Infect Dis,2024,24(1):573.

[13] Shi W H,Lin H,Zhang X Y,et al.The association between frailty and the risk of mortality in critically ill congestive heart failure patients:findings from the MIMIC-Ⅳ database[J].Front Endocrinol,2024,15:1424257.

[14] Li T,Lin Z Q,Tang Z Y,et al.Chronic kidney Disease overall survival prediction model based on frailty index score:construction and validation using NHANES data[J].Ren Fail,2025,47:2476740.

[15] Zhou Z H,He Y X,Wang Q Q,et al.Impact of laboratory-derived frailty index on clinical outcomes in critical care patients with COPD:a retrospective analysis using the MIMIC-Ⅳ database[J].Int J Chronic Obstr Pulm Dis,2025,20:1335-1346.

[16] Bai W M,Hao B C,Xu L J,et al.Frailty index based on laboratory tests improves prediction of short-and long-term mortality in patients with critical acute myocardial infarction[J].Front Med,2022,9:1070951.

[17] Lee D H,Buth K J,Martin B J,et al.Frail patients are at increased risk for mortality and prolonged institutional care after cardiac surgery[J].Circulation,2010,121(8):973-978.

[18] Lee J A,Yanagawa B,An K R,et al.Frailty and pre-frailty in cardiac surgery:a systematic review and meta-analysis of 66,448 patients[J].J Cardiothorac Surg,2021,16(1):184.

[19] Bai Y X,Wang Z H,Lv Y,et al.Association between frailty and acute kidney injury after cardiac surgery:unraveling the moderation effect of body fat through an international,retrospective,multicohort study[J].Int J Surg,2025,111(1):761-770.

[20] Ma T,Cai J,Zhu Y S,et al.Association between a frailty index based on common laboratory tests and QTc prolongation in older adults:the Rugao Longevity and Ageing Study[J].Clin Interv Aging,2018,13:797-804.

[21] Kane A E,Keller K M,Heinze-Milne S,et al.A murine frailty index based on clinical and laboratory measurements:links between frailty and pro-inflammatory cytokines differ in a sex-specific manner[J].J Gerontol Ser A,2019,74(3):275-282.

[22] Wong C W Y,Yu D S F,Li P W C,et al.The prognostic impacts of frailty on clinical and patient-reported outcomes in patients undergoing coronary artery or valvular surgeries/procedures:a systematic review and meta-analysis[J].Ageing Res Rev,2023,85:101850.

[23] Ferrucci L,Fabbri E.Inflammageing:chronic inflammation in ageing,cardiovascular disease,and frailty[J].Nat Rev Cardiol,2018,15(9):505-522.

[24] Miguelena-Hycka J,Lopez-Menendez J,Prada P C,et al.Changes in frailty status after cardiac surgery.A prospective cohort study[J].Arch Gerontol Geriatr,2022,98:104568.

[25] Izquierdo M,de Souto Barreto P,Arai H,et al.Global consensus on optimal exercise recommendations for enhancing healthy longevity in older adults(ICFSR)[J].J Nutr Health Aging,2025,29(1):100401.

[26] 许甜甜,李书国.老年慢性心力衰竭合并衰弱患者的危险因素分析[J].巴楚医学,2023,6(3):90-95.

[27] Ziaei R,Shahdadian F,Bagherniya M,et al.Nutritional factors and physical frailty:highlighting the role of functional nutrients in the prevention and treatment[J].Ageing Res Rev,2024,101:102532.

[28] Apóstolo J,Cooke R,Bobrowicz-Campos E,et al.Effectiveness of interventions to prevent pre-frailty and frailty progression in older adults:a systematic review[J].JBI Database Syst Rev Implement Rep,2018,16(1):140-232.

[29] Aguilar-Navarro S G,Mimenza-Alvarado A J,Yeverino-Castro S G,et al.Cognitive frailty and aging:clinical characteristics,pathophysiological mechanisms,and potential prevention strategies[J].Arch Med Res,2025,56(1):103106.

[30] Huang L,Liang Z Z,Chen H J.Association between physical activity and frailty transitions in middle-aged and older adults:a nationwide longitudinal study[J].Int J Behav Nutr Phys Act,2025,22(1):31.

[31] Blodgett J M,Theou O,Howlett S E,et al.A frailty index from common clinical and laboratory tests predicts increased risk of death across the life course[J].GeroScience,2017,39(4):447-455.

[32] Wang C X,Fang X H,Tang Z,et al.A frailty index based on routine laboratory data predicts increased risk of mortality in Chinese community-dwelling adults aged over 55years:a five-year prospective study[J].BMC Geriatr,2022,22(1):679.

基本信息:

DOI:

中图分类号:R654.2

引用信息:

[1]钟宇,易可欣,龚园.实验室衰弱指数与心脏手术后全因死亡率的关系[J].巴楚医学,2025,8(04):29-37.

基金信息:

湖北陈孝平科技发展基金会青年科学家基金(CHXPJH12001-2424); 分子影像湖北省重点实验室开放基金项目(2023fzyx024)

引用

GB/T 7714-2015 格式引文
MLA格式引文
APA格式引文
检 索 高级检索