Related Experiment Video
Updated: Feb 10, 2026

Caffeine Extraction, Enzymatic Activity and Gene Expression of Caffeine Synthase from Plant Cell Suspensions
Published on: October 2, 2018
The Relationship Between Urinary Caffeine With Caffeine Metabolites and Wet Overactive Bladder: A Cross-Sectional
Junjie Ji1,2, Gongyue Liu1,2, Guoqing Chen1,2
1Department of Urology, School of Rehabilitation of Capital Medical University, China Rehabilitation Research Center, Beijing, China.
Background:
The potential relationship between urinary caffeine metabolites and wet overactive bladder (OAB) is not clear. This study aims to investigate the relationship between urinary caffeine with caffeine metabolites and wet OAB prevalence in American population.
Methods:
This cross-sectional study included participants from the National Health and Nutrition Examination Survey (NHANES) between 2009 and 2014. Diagnosis of wet OAB, urinary caffeine with caffeine metabolites, and covariates including demographic, dietary, examination, laboratory, and questionnaire data were collected. Weighted univariate analysis, weighted multivariate logistic regression analysis, restricted cubic spline (RCS) analysis, and subgroup analysis were used to investigate the relationship between urinary caffeine with 14 caffeine metabolites and wet OAB. Two sensitivity analyses were performed to test the stability of our results.
Results:
Three thousand three hundred and ninety five participants (362 wet OAB and 3033 non-wet OAB) were finally enrolled for analyses. Caffeine intake was not associated with wet OAB (p = 0.455). While multivariate logistic regression analyses and RCS analyses which adjusted all covariates showed that increasing 1,7-dimethyluric acid (odds ratio [OR] = 0.998, 95% confidence interval [CI]: 0.996-0.999, p = 0.015), 1,3,7-trimethyluric acid (OR = 0.954, 95% CI: 0.925-0.984, p = 0.005), paraxanthine (OR = 0.994, 95% CI: 0.989-1.000, p = 0.045), theobromine (OR = 0.994, 95% CI: 0.988-0.999, p = 0.033), and caffeine (OR = 0.974, 95% CI: 0.960-0.989, p = 0.002) were linearly significantly related to decreased risk of wet OAB. Subgroup analyses showed significant negative associations to wet OAB in specific groups of these five metabolites. Sensitivity analyses confirmed the stability. The increased caffeine to 1,3,7-trimethyluric acid, caffeine to 1,7-dimethyluric acid pathway, and caffeine to theobromine pathways might be related to lower risk of wet OAB.
Conclusions:
We found no direct link between caffeine intake and wet OAB, but identified linear negative associations of urinary caffeine and several caffeine metabolites with wet OAB, which might be related to the change caffeine metabolic pathway.
Related Concept Videos
Cross-Sectional Research
Urinary Bladder
In males, the bladder is situated in front of the rectum, while in females, it is positioned anterior to the vagina and uterus. The bladder floor contains an inverted triangular area called the trigone, defined by the two ureteric...
Finding Volume Using Cross-Sectional Area
Profile Leveling and Cross Sections
Spinal Cord: Cross-sectional Anatomy
Gray Matter and its Components
Central to the gray matter is...
One-Compartment Open Model: Urinary Excretion Data and Determination of k

