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Updated: Jan 7, 2026

Dried Blood Spot Collection of Health Biomarkers to Maximize Participation in Population Studies
Published on: January 28, 2014
Biomarkers
Wenzhi Shi1, Peiyao Wei1, Juanjuan Lu1
1Shaanxi Provincial People's Hospital, Xi'an, Shaanxi Provincial, China.
Background:
Elevated levels of ApoB and LDL-C have been associated with CI1. The LDL-C/ApoB ratio is a marker of LDL particle size, with smaller, denser LDL (sdLDL) particles being more atherogenic and a risk factor for cardiovascular diseases2. However, the relationship between LDL-C/ApoB and CI remains unclear.
Method:
This study utilized data from the NHANES covering the years 2011 to 2014, including 1,105 participants over 60 years old. To investigate the relationship between LDL-C/ApoB and CI, the logistic regression analysis was employed. Furthermore, the restricted cubic splines (RCS) were applied to explore potential nonlinear relationships between them.
Result:
The average age of participants was 68 years (interquartile range [IQR]: 63-74), and 537 (48.6%) participants were male. Logistic regression analysis showed no significant association between ApoB and CI (OR: 1.003, 95% CI: 0.998-1.008, p = 0.215), while a significant association was observed between LDL-C/ApoB and CI (OR: 1.519, 95% CI: 1.206-1.922, p < 0.001). The results remained consistent after adjusting for gender and age (OR: 1.349, 95% CI: 1.062-1.718, p < 0.05). Further RCS analysis indicated a nonlinear relationship between LDL-C/ApoB and CI (Pnon-liner < 0.0001), even after adjusting age and gender (Pnon-liner < 0.0001).
Conclusion:
Our study demonstrates that the LDL-C/ApoB ratio is a potential risk factor for CI in the elder population. Thus, maintaining an optimal LDL-C/ApoB ratio might be crucial in preventing CI.
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