Related Experiment Video
Updated: Jun 4, 2025

Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
Causal relationship between immune cells, inflammatory cytokines, metabolites, and erectile dysfunction: a two-sample
Haofeng Pang1, Zilong Liang1, Conglei Hu1
1Department of Urology, Xijing Hospital, Air Force Medical University, Xi'an, China.
Background:
Previous studies have investigated the association between immune inflammation, metabolism and erectile dysfunction (ED). However, these studies are limited by biases, confounding factors, and reverse causality, failing to establish causality. We conducted a two-sample Mendelian randomization (MR) study to elucidate the causal relationships between immune cells, inflammatory cytokines, plasma metabolites, and the risk of ED.
Methods:
Data on 91 inflammatory cytokines (n=14,736), 731 immune phenotypes (n=3,757) and 1,400 circulating metabolites (n=8,000) were obtained from genome-wide association studies (GWAS) as exposures, while ED data were sourced from the Integrative Epidemiology Unit (IEU) Open GWAS database (n=223,805) as outcomes. A two-sample MR analysis was performed to determine the relationships between exposures and outcomes. The inverse variance weighted (IVW) method was used as the primary MR analysis approach, supplemented by additional methods. Sensitivity analyses, including Cochran's Q test for heterogeneity and MR-Egger intercept for horizontal pleiotropy, were conducted to assess the robustness of the MR results.
Results:
At a significance level of P<0.01, we identified 12 factors associated with ED: five immune cells, one inflammatory cytokine, two metabolites, and four metabolite ratios. Specifically, CD19 on immunoglobulin D- (IgD-) CD38+ B cells [odds ratio (OR) =1.17; 95% confidence interval (CI): 1.06-1.30], CD4 on terminally differentiated CD4+ T cells (OR =1.07; 95% CI: 1.02-1.12), CD25 on IgD+ CD38dim B cells (OR =1.05; 95% CI: 1.01-1.09), CD25 on IgD+ CD24- B cells (OR =1.04; 95% CI: 1.01-1.07), and IgD on IgD+ B cells (OR =0.88; 95% CI: 0.79-0.97) were associated with ED. Among inflammatory cytokines, only elevated levels of urokinase-type plasminogen activator (uPA) significantly reduced the risk of ED (OR =0.83; 95% CI: 0.73-0.95). Six metabolites, including glycerol levels (OR =1.30; 95% CI: 1.08-1.56), aspartate to N-acetylglucosamine to N-acetylgalactosamine ratio (OR =1.21; 95% CI: 1.07-1.37), cholesterol to taurocholate ratio (OR =1.23; 95% CI: 1.07-1.42), 4-methyl-2-oxopentanoate to 3-methyl-2-oxobutyrate ratio (OR =1.26; 95% CI: 1.07-1.48), alpha-ketoglutarate to kynurenine ratio (OR =0.86; 95% CI: 0.76-0.96), and X-16964 levels (OR =1.24; 95% CI: 1.06-1.45) were significantly associated with ED. Sensitivity analyses did not reveal any heterogeneity or pleiotropy.
Conclusions:
Our MR analysis indicates that immune inflammation and metabolism have both inducing and protective effects on ED risk. These findings provide new insights for clinicians regarding the treatment and prevention of ED. Additionally, our study offers novel insights into the pathogenesis of ED.
More Related Videos
12:50Screening Assays to Characterize Novel Endothelial Regulators Involved in the Inflammatory Response
Published on: September 15, 2017
05:44Author Spotlight: Creating a Versatile Experimental Autoimmune Encephalomyelitis Model Relevant for Both Male and Female Mice
Published on: October 13, 2023