New analysis underscores the important position of lipid profiles in males’s well being, revealing that larger atherogenic index ranges could not solely sign coronary heart hassle but in addition considerably improve the danger of erectile dysfunction.
Research: Affiliation between the atherogenic index of plasma and erectile dysfunction in US males: a population-based cross-sectional examine. Picture Credit score: Rocos / Shutterstock
In a current examine revealed within the Worldwide Journal of Impotence Analysis, a bunch of researchers completely examined the connection between the atherogenic index of plasma (AIP) (the ratio of triglycerides to HDL ldl cholesterol, a predictor for the severity of coronary artery illness) and erectile dysfunction (ED) (the lack to keep up an erection) utilizing knowledge from the Nationwide Well being and Vitamin Examination Survey (NHANES).
Background
Erectile dysfunction (ED), which is the lack to realize or preserve an erection for passable intercourse, impacts a big proportion of males globally.
Whereas not life-threatening, ED can considerably have an effect on males’s bodily and psychological well being in addition to relationships. It shares frequent threat components with heart problems (CVD), similar to atherosclerosis (artery narrowing as a result of plaque buildup), endothelial dysfunction (impaired operate of blood vessel lining, affecting circulation), and irritation, making ED a possible biomarker for CVD.
The AIP, a measure of cardiovascular threat primarily based on lipid profiles, is gaining consideration. Nonetheless, the exact mechanisms linking AIP and ED require additional exploration, notably via large-scale and various inhabitants research.
Understanding this relationship is clinically related because it may result in higher threat evaluation and early intervention methods for each ED and CVD.
In regards to the examine
The examine inhabitants was drawn from the NHANES database, with all individuals offering knowledgeable consent. NHANES makes use of advanced sampling designs, interviews, laboratory exams, and bodily exams to evaluate the well being of the US inhabitants.
Information from two NHANES cycles (2001-2002 and 2003-2004) have been chosen for evaluation, as these cycles included data on ED and the AIP. Exclusion standards included individuals over 70 years outdated (because of the larger prevalence of confounding well being circumstances), lacking knowledge on AIP or ED, individuals over 70 years outdated, and people with incomplete data on related variables like poverty revenue ratio (PIR), physique mass index (BMI), and hypertension.
Contributors reported their capability to realize and preserve an erection, with responses categorized as “by no means,” “often,” “generally,” or “nearly at all times.” Those that answered “generally” or “by no means” have been categorized as having ED. AIP was calculated as log10 (triglycerides (TG)/high-density lipoprotein ldl cholesterol (HDL-C)). Covariates included age, BMI, blood glucose, PIR, ethnicity, levels of cholesterol, marital standing, diabetes, hypertension, schooling, CVD, alcohol consumption, hyperlipidemia (Excessive blood fats ranges), and smoking standing. These covariates have been grouped into classes similar to demographic components, well being circumstances, and way of life components for a extra complete evaluation.
Statistical evaluation was performed utilizing R software program, making use of pattern weights to mirror NHANES’ advanced survey design. Linear regression was used for steady variables, chi-square exams for categorical variables, and multivariate logistic regression to evaluate the connection between AIP and ED.
A complete set of sensitivity analyses was carried out to verify the robustness of the findings, notably by making use of a stricter definition of ED (sufferers who “by no means” achieved a passable erection). This strategy ensured that the noticed relationships between AIP and ED weren’t as a result of methodological inconsistencies. Statistical significance was set at P < 0.05.
Research outcomes
Within the examine, the AIP was considerably larger in individuals with ED (0.21 ± 0.02) in comparison with these with out ED (0.08 ± 0.01), exhibiting a powerful statistical distinction (P < 0.0001). Moreover, people with ED tended to have larger ranges of age, BMI, fasting blood glucose (FBG), TG, alcohol use, diabetes, CVD, smoking, and hypertension, whereas their ranges of HDL-C, schooling, and PIR have been decrease. The next proportion of ED sufferers have been additionally married or dwelling with a associate.
The examine revealed a statistically vital larger AIP in individuals with ED, indicating its potential as a biomarker for predicting ED threat. The affiliation between AIP and ED was rigorously analyzed, with outcomes indicating that AIP, handled as a steady variable, was positively linked to ED.
This affiliation remained statistically vital after adjusting for varied components like age, race, schooling, and marital standing and after additional changes for extra covariates. When AIP was divided into tertiles, a progressive improve within the odds of growing ED was noticed throughout the tertile teams, additional confirming the connection between larger AIP ranges and elevated ED threat.
Sensitivity analyses additional bolstered these findings, demonstrating that the affiliation between AIP and ED was not solely statistically vital but in addition constant even when utilizing stricter standards for outlining ED. A generalized additive mannequin and clean curve becoming additional demonstrated a constructive, linear relationship between AIP and ED.
Subgroup analyses revealed that the danger of ED was notably pronounced amongst people over 50 years of age, non-Hispanic whites, these with heart problems, and people with decrease or reasonable BMI.
These findings underscore the significance of contemplating particular inhabitants traits when assessing the danger of ED related to AIP. No vital interactions have been detected throughout the analyzed subgroups.
In sensitivity analyses utilizing a stricter definition of ED (sufferers who “by no means” achieved a passable erection), the affiliation between AIP and ED remained robust, confirming the robustness of the preliminary findings. The linear constructive relationship between AIP and extreme ED persevered in these analyses.
Sensitivity subgroup evaluation additionally confirmed stronger associations in older people, these with reasonable BMI, and sufferers with hypertension or diabetes, additional emphasizing the hyperlink between AIP and ED, notably in particular populations. When AIP was divided into tertiles, a progressive improve within the odds of growing ED was noticed throughout the tertile teams, additional confirming the connection between larger AIP ranges and elevated ED threat.
Conclusions
To summarize, this examine not solely recognized a big affiliation between larger AIP ranges and an elevated threat of ED amongst US males but in addition demonstrated the robustness of those findings via rigorous sensitivity analyses and detailed subgroup evaluations. Even after adjusting for potential confounders, the hyperlink between elevated AIP and ED remained robust.
These findings align with an identical examine performed concurrently, additional supporting the reproducibility of the outcomes. Sensitivity analyses strengthened the connection, and the examine additionally discovered the next prevalence of CVD amongst ED sufferers. This implies that atherogenic dyslipidemia, indicated by elevated AIP, could play a task within the improvement of ED.
The implications for scientific observe are vital. Early evaluation of AIP may very well be essential for figuring out people at heightened threat for ED, notably in particular subpopulations similar to these with CVD or metabolic issues.
Future analysis ought to concentrate on elucidating the causal mechanisms underlying this relationship and on exploring the potential for focused interventions to mitigate ED threat in high-AIP people.
Journal reference:
- Liu, G., Zhang, Y., Wu, X. et al. Affiliation between the atherogenic index of plasma and erectile dysfunction in US males: a population-based cross-sectional examine. Int J Impot Res (2024), DOI: https://doi.org/10.1038/s41443-024-00972-w, https://www.nature.com/articles/s41443-024-00972-w
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