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Joint Associations of Cumulative C-Reactive Protein–Triglyceride–Glucose Index and Depression with Cardiovascular Outcomes in Middle-Aged and Older Adults: A National Prospective Cohort Study Cover

Joint Associations of Cumulative C-Reactive Protein–Triglyceride–Glucose Index and Depression with Cardiovascular Outcomes in Middle-Aged and Older Adults: A National Prospective Cohort Study

Open Access
|Jun 2026

Figures & Tables

Joint effects of cumulative CTI and depression on CVD risk
Figure 1

Flowchart of study population.

Table 1

Baseline Characteristics of Participants Stratified by Cumulative CTI and Depression.

VARIABLESOVERALL N = 5,6421HIGH cumCTI WITH DEPRESSION N = 9091HIGH cumCTI WITHOUT DEPRESSION N = 1,9121LOW cumCTI WITH DEPRESSION N = 9501LOW cumCTI WITHOUT DEPRESSION N = 1,8711p-VALUE2
Age71 ± 972 ± 972 ± 971 ± 872 ± 90.045
Gender<0.001
      male2,574 (46%)292 (32%)917 (48%)367 (39%)998 (53%)
      female3,068 (54%)617 (68%)995 (52%)583 (61%)873 (47%)
Marital status<0.001
      Married with spouse present4,711 (83%)718 (79%)1,640 (86%)762 (80%)1,591 (85%)
      Other931 (17%)191 (21%)272 (14%)188 (20%)280 (15%)
Smoke<0.001
      No3,253 (58%)592 (65%)1,068 (56%)590 (62%)1,003 (54%)
      Yes2,389 (42%)317 (35%)844 (44%)360 (38%)868 (46%)
Drink<0.001
      No3,667 (65%)654 (72%)1,238 (65%)626 (66%)1,149 (61%)
      Yes1,975 (35%)255 (28%)674 (35%)324 (34%)722 (39%)
Night sleeping time (hours)6.46 ± 1.955.96 ± 2.156.77 ± 1.825.84 ± 2.076.70 ± 1.78<0.001
Nap time (minutes)39 ± 4638 ± 4543 ± 4733 ± 4438 ± 46<0.001
Hypertension<0.001
      No4,200 (74%)590 (65%)1,313 (69%)769 (81%)1,528 (82%)
      Yes1,442 (26%)319 (35%)599 (31%)181 (19%)343 (18%)
Dyslipidemia<0.001
      No5,117 (91%)782 (86%)1,670 (87%)895 (94%)1,770 (95%)
      Yes525 (9.3%)127 (14%)242 (13%)55 (5.8%)101 (5.4%)
Dysglycemia<0.001
      No5,298 (94%)801 (88%)1,735 (91%)924 (97%)1,838 (98%)
      Yes344 (6.1%)108 (12%)177 (9.3%)26 (2.7%)33 (1.8%)
Kidney disease<0.001
      No5,404 (96%)856 (94%)1,839 (96%)892 (94%)1,817 (97%)
      Yes238 (4.2%)53 (5.8%)73 (3.8%)58 (6.1%)54 (2.9%)
Psychiatric problems0.022
      No5,599 (99%)899 (99%)1,906 (100%)938 (99%)1,856 (99%)
      Yes43 (0.8%)10 (1.1%)6 (0.3%)12 (1.3%)15 (0.8%)
Glycated Hemoglobin (%)5.97 ± 0.986.25 ± 1.406.20 ± 1.185.71 ± 0.505.74 ± 0.47<0.001
Glucose (mg/dl)103 ± 33113 ± 44113 ± 4292 ± 1594 ± 14<0.001
Uric Acid (mg/dl)4.90 ± 1.395.04 ± 1.415.25 ± 1.414.40 ± 1.224.74 ± 1.35<0.001
Total Cholesterol (mg/dl)185 ± 36194 ± 41191 ± 39177 ± 32179 ± 31<0.001
LDL Cholesterol (mg/dl)103 ± 29105 ± 30104 ± 3199 ± 27102 ± 26<0.001
HDL Cholesterol (mg/dl)52 ± 1249 ± 1048 ± 1056 ± 1355 ± 12<0.001
Creatinine (mg/dl)0.80 ± 0.260.77 ± 0.230.81 ± 0.250.79 ± 0.390.80 ± 0.21<0.001
cumCTI38.94 ± 3.0441.37 ± 2.2941.31 ± 2.1836.44 ± 1.4736.60 ± 1.42<0.001
Total depression score8 ± 615 ± 54 ± 315 ± 54 ± 3<0.001
Event of CVD<0.001
      No event4,539 (80%)653 (72%)1,526 (80%)739 (78%)1,621 (87%)
      Event1,103 (20%)256 (28%)386 (20%)211 (22%)250 (13%)

[i] 1Mean ± SD; n (%).

2Kruskal-Wallis rank sum test; Pearson’s Chi-squared test.

cumCTI: cumulative C-reactive protein–triglyceride–glucose index, HDL: High-Density Lipoprotein, LDL: Low-Density Lipoprotein, CVD: cardiovascular disease.

Figure 2

Kaplan–Meier curves for survival probability across cumCTI-depression categories.

Table 2

Cox proportional hazards models of the joint association of cumulative CTI and depression with CVD risk.

GROUPMODEL 1MODEL 2MODEL 3MODEL 4
HR (95%CI)pHR (95%CI)pHR (95%CI)pHR (95%CI)p
Low cumCTI without depressionrefrefrefrefrefrefrefref
Low cumCTI with depression1.74 (1.45–2.09)<0.0011.79 (1.49–2.15)<0.0011.75 (1.45–2.11)<0.0011.74 (1.44–2.09)<0.001
High cumCTI without depression1.57 (1.34–1.84)<0.0011.58 (1.35–1.85)<0.0011.56 (1.33–1.83)<0.0011.35 (1.15–1.59)<0.001
High cumCTI with depression2.31 (1.94–2.75)<0.0012.28 (1.91–2.72)<0.0012.21 (1.85–2.64)<0.0011.83 (1.53–2.20)<0.001

[i] cumCTI: cumulative C-reactive protein–triglyceride glucose index, CVD: cardiovascular diseases, HR: hazard ratio, CI: confidence interval.

Model 1: unadjusted.

Model 2: adjusted for age, gender, and marital status.

Model 3: further adjusted for smoke, drink, night sleeping time, and nap time.

Model 4: further adjusted for hypertension, dyslipidemia, dysglycemia, kidney disease, and psychiatric problems.

Figure 3

The RCS analysis between the cumulative CTI and CVD incidence. (A) all participants; (B) participants without depression; (C) participants with depression.

DOI: https://doi.org/10.5334/gh.1565 | Journal eISSN: 2211-8179
Language: English
Page range: 47 - 47
Submitted on: Mar 23, 2026
Accepted on: Jun 4, 2026
Published on: Jun 17, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services

© 2026 Qinxian Tu, Zhuoxuan He, Yizhuo Duan, Xiongjing Jiang, Hui Dong, Yubao Zou, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.