Gosalia Jigar, Spicuzza Jocelyn M Delgado, Bowlus Christine K, Pawelczyk James A, Proctor David N
Department of Kinesiology, The Pennsylvania State University, University Park, USA.
Integrative and Biomedical Physiology, The Pennsylvania State University, University Park, PA, 16801, USA.
Geroscience. 2024 Dec 21. doi: 10.1007/s11357-024-01456-x.
Metabolic syndrome (MetS) has been linked to accelerated cognitive decline and Alzheimer's disease and related dementias (ADRDs) via cerebral small vessel disease (CSVD); however, this relation in MetS without overt cardiometabolic disease comorbidities is unknown and may represent a population amenable to preventative strategies. Our study aimed to determine risk profiles for neurocognitive decline and ADRDs in early-stage MetS with evidence of CSVD using the TriNetX electronic health records (EHR) research network. Patients aged 50 to 80 years old meeting MetS criteria were identified utilizing TriNetX data from 76 healthcare organizations. Propensity score matching controlled for demographic and confounding factors. Cohorts included MetS-only, non-MetS, and a MetS subset with evidence of CSVD (MetS-CSVD) created by clustering relevant ICD-codes for diagnoses, imaging, and lab work. Contingency analyses determined odds of developing neurocognitive decline, ADRDs, and CSVD in MetS vs non-MetS and MetS-CSVD vs. MetS-only, using odd ratios with 95% confidence intervals (p-value < 0.05). After propensity score matching, there were 57,347 men and 52,259 women in each of the MetS and non-MetS cohorts and 2,810 men and 2,862 women in each of the MetS-CSVD and MetS-only cohorts. Compared to non-MetS, the MetS cohort exhibited higher odds of developing neurocognitive decline (men: RR = 1.82, p < 0.001; women: RR = 1.34, p = 0.015) and CSVD (men: RR = 2.83, p < 0.001; women: RR = 2.14, p < 0.001), but only women exhibited significantly higher odds of developing ADRDs (men: RR = 1.13, p = 0.38; women: RR = 1.52, p < 0.001). Compared to MetS-only, the MetS-CSVD showed elevated odds in developing neurocognitive decline (men: RR = 1.81, p = 0.040; women: RR = 1.87, p = 0.018) and ADRDs (men: RR = 2.39, p = 0.009; women: RR = 1.65, p = 0.041). A large, predominantly US, sample of subclinical MetS demonstrated heightened odds for developing neurocognitive decline and ADRDs, with even higher odds when evidence of CSVD was also present. TriNetX facilitated a robust exploration of these associations, and our findings warrant further investigation of interventions that target this subclinical at-risk population.
代谢综合征(MetS)已通过脑小血管疾病(CSVD)与认知能力加速下降、阿尔茨海默病及相关痴呆症(ADRDs)联系起来;然而,在没有明显心脏代谢疾病合并症的MetS中,这种关系尚不清楚,可能代表了适合采取预防策略的人群。我们的研究旨在利用TriNetX电子健康记录(EHR)研究网络,确定有CSVD证据的早期MetS患者神经认知能力下降和ADRDs的风险概况。利用来自76个医疗机构的TriNetX数据,识别出年龄在50至80岁之间符合MetS标准的患者。倾向得分匹配控制了人口统计学和混杂因素。队列包括仅患有MetS的患者、非MetS患者,以及通过对诊断、影像学和实验室检查的相关国际疾病分类代码进行聚类创建的有CSVD证据的MetS子集(MetS-CSVD)。列联分析确定了MetS与非MetS以及MetS-CSVD与仅患有MetS的患者发生神经认知能力下降、ADRDs和CSVD的几率,使用带有95%置信区间的比值比(p值<0.05)。经过倾向得分匹配后,MetS和非MetS队列中各有57347名男性和52259名女性,MetS-CSVD和仅患有MetS的队列中各有2810名男性和2862名女性。与非MetS相比,MetS队列发生神经认知能力下降(男性:RR = 1.82,p < 0.001;女性:RR = 1.34,p = 0.015)和CSVD(男性:RR = 2.83,p < 0.001;女性:RR = 2.14,p < 0.001)的几率更高,但只有女性发生ADRDs的几率显著更高(男性:RR = 1.13,p = 0.38;女性:RR = 1.52,p < 0.001)。与仅患有MetS的患者相比,MetS-CSVD发生神经认知能力下降(男性:RR = 1.81,p = 0.040;女性:RR = 1.87,p = 0.018)和ADRDs(男性:RR = 2.39,p = 0.009;女性:RR = 1.65,p = 0.041)的几率更高。一个以美国为主的大型亚临床MetS样本显示,发生神经认知能力下降和ADRDs的几率增加,当同时有CSVD证据时几率更高。TriNetX有助于对这些关联进行有力探索,我们的研究结果值得进一步研究针对这一亚临床高危人群的干预措施。