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Li C, Cui X, Ren M, Yin Y, He S. Identification of biomarkers and potential drug targets for esophageal cancer: a Mendelian randomization study. Sci Rep 2025; 15:8176. [PMID: 40059241 PMCID: PMC11891310 DOI: 10.1038/s41598-025-93068-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 03/04/2025] [Indexed: 05/13/2025] Open
Abstract
Esophageal cancer (EC) is a common and deadly malignancy of the digestive system. Currently, effective treatments for EC are limited and patient prognosis remains poor. In this study, we utilized Mendelian Randomization (MR) to identify potential drug targets for EC by analyzing proteins linked to the disease risk. A total of 734 plasma proteins and 4,479 druggable genes were obtained from recent studies, and two-sample MR analyses were conducted to investigate causal relationships between these proteins and EC. The cis-pQTL data of the proteins was analyzed after filtering. The inverse variance weighted (IVW) method was the primary analytical approach in MR analysis. Steiger filtering, heterogeneity and pleiotropy tests, Summary-data-based Mendelian Randomization (SMR) analysis, and Bayesian co-localization analysis were implemented to consolidate the results further. Moreover, drugs corresponding to the identified proteins were found in the DrugBank database. Five proteins HPSE, ST3GAL1, CEL, KLK13, and GNRH2 were identified as highly associated with EC. HPSE and GNRH2 showed protective effects with odds ratios (OR) of 0.80 (95% confidence interval [CI], 0.70-0.92) and 0.73 (95% CI 0.54-0.98), respectively. In contrast, increased expression of ST3GAL1(OR, 1.37; 95% CI 1.04-1.82), CEL (OR, 1.27; 95% CI 1.08-1.49), and KLK13 (OR, 1.22; 95% CI 1.04-1.42) were all associated with a higher risk of EC. In addition, the HPSE protein showed moderate colocalization with EC [coloc.abf-posterior probability of hypothesis 4 (PPH4) = 0.637]. Furthermore, the sensitivity analyses indicated no heterogeneity or pleiotropy. Therefore, these findings present promising drug targets for EC and deserve further clinical investigation.
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Affiliation(s)
- Chengjun Li
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Xiaomeng Cui
- Department of Infectious Diseases, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710004, Shaanxi, China
| | - Mudan Ren
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Yan Yin
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China
| | - Shuixiang He
- Department of Gastroenterology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, 710061, Shaanxi, China.
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Wang W, Tang B, Huang Z, Yuan S, Luan H, Xiao H, Chen J. Mendelian randomization analyses reveal causal relationships between chronic psychological stress and risk of erectile dysfunction. Sex Med 2025; 13:qfaf014. [PMID: 40144905 PMCID: PMC11937817 DOI: 10.1093/sexmed/qfaf014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 02/28/2025] [Accepted: 03/03/2025] [Indexed: 03/28/2025] Open
Abstract
Background The association between psychological stress and erectile dysfunction (ED) has been reported, but the causality of different types of stressors on ED is poorly understood. Aim This study aims to investigate the causal relationship between various forms of psychological stress and ED through Mendelian randomization (MR). Methods Several genome-wide association study (GWAS) datasets related to chronic psychological stress were used in this study for the identification of instrumental variables. Concurrently, a genome-wide association studies database provided the ED outcome data containing 6175 ED patients and 217 630 controls. The MR-Egger, inverse variance weighting (IVW), weighted median, and maximum likelihood methods were applied to conduct the MR study and IVW was taken as the primary criterion. Outcomes Mendelian randomization analyses revealed that financial difficulties were associated with a heightened risk of ED, whereas the absence of stressors was linked to a decreased risk. Results Among the various types of psychological stressors analyzed, financial difficulties were found to significantly increase the risk of ED (P = .022, OR = 4.343, 95%CI = 1.240-15.216). In contrast, other stressors did not significantly elevate the risk of ED. Furthermore, the absence of these stressors was associated with a reduced risk of ED (P = .009, OR = 0.211, 95% CI = 0.066-0.681). Clinical implications This study emphasizes the enormous impact of psychological stress, especially financial hardship, in increasing the risk of ED. Strengths and limitations This study is the first to employ MR analysis to investigate the causal relationship between various stressors and ED. However, this study did not consider the influence of non-genetic factors such as living environment and lifestyles. Conclusion Psychological stress, particularly financial difficulties, can increase the risk of ED, while the absence of such stressors appears to be protective. Consequently, it is imperative to enhance medical education and awareness among economically disadvantaged populations and to address the detrimental effects of adverse lifestyles.
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Affiliation(s)
- Wei Wang
- Department of Infertility and Sexual Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong province 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong province 510080, China
| | - Bowen Tang
- Department of Infertility and Sexual Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
| | - Zhansen Huang
- Department of Urology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
| | - Sushun Yuan
- Department of Infertility and Sexual Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
| | - Hongchen Luan
- Department of Infertility and Sexual Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
| | - Hengjun Xiao
- Department of Urology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
| | - Jun Chen
- Department of Infertility and Sexual Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong province 510630, China
- Faculty of Forensic Medicine, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong province 510080, China
- Guangdong Province Translational Forensic Medicine Engineering Technology Research Center, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, Guangdong province 510080, China
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Kaltsas A, Giannakodimos I, Markou E, Adamos K, Stavropoulos M, Kratiras Z, Zachariou A, Dimitriadis F, Sofikitis N, Chrisofos M. The Role of Gut Microbiota Dysbiosis in Erectile Dysfunction: From Pathophysiology to Treatment Strategies. Microorganisms 2025; 13:250. [PMID: 40005617 PMCID: PMC11857656 DOI: 10.3390/microorganisms13020250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 01/16/2025] [Accepted: 01/22/2025] [Indexed: 02/27/2025] Open
Abstract
Erectile dysfunction (ED) is a prevalent male sexual disorder characterized by the persistent inability to achieve or maintain an erection sufficient for satisfactory sexual performance. While its etiology is multifactorial, encompassing vascular, neurological, hormonal, and psychological components, emerging evidence suggests a significant role for gut microbiota dysbiosis in its development. The gut microbiota influences various metabolic, inflammatory, and neuropsychological processes critical to erectile function. Dysbiosis can lead to systemic inflammation, endothelial dysfunction, hormonal imbalances, and altered neurotransmitter production, all of which are key factors in ED pathogenesis. This narrative review synthesizes current research on the association between gut microbiota alterations and ED, highlighting specific bacterial taxa implicated in ED through mechanisms involving inflammation, metabolic disturbances, and hormonal regulation. This review explores potential mechanisms linking gut microbiota and ED, including pro-inflammatory cytokines, gut barrier integrity disruption, metabolic disorders, psychological factors via the gut-brain axis, and hormonal regulation. Furthermore, the gut microbiota offers promising avenues for developing non-invasive biomarkers and therapeutic interventions such as probiotics, prebiotics, dietary modifications, and fecal microbiota transplantation. Future research should focus on longitudinal studies, mechanistic explorations, and clinical trials to validate these findings and translate them into clinical practice. Understanding the interplay between the gut microbiota and erectile function could unveil novel diagnostic biomarkers and pave the way for innovative treatments targeting the microbiota, ultimately improving men's sexual and overall health.
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Affiliation(s)
- Aris Kaltsas
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
| | - Ilias Giannakodimos
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
| | - Eleftheria Markou
- Department of Microbiology, University Hospital of Ioannina, 45500 Ioannina, Greece;
| | - Konstantinos Adamos
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
| | - Marios Stavropoulos
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
| | - Zisis Kratiras
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
| | - Athanasios Zachariou
- Laboratory of Spermatology, Department of Urology, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (A.Z.); (N.S.)
| | - Fotios Dimitriadis
- Department of Urology, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| | - Nikolaos Sofikitis
- Laboratory of Spermatology, Department of Urology, Faculty of Medicine, School of Health Sciences, University of Ioannina, 45110 Ioannina, Greece; (A.Z.); (N.S.)
| | - Michael Chrisofos
- Third Department of Urology, Attikon University Hospital, School of Medicine, National and Kapodistrian University of Athens, 12462 Athens, Greece; (A.K.); (I.G.); (K.A.); (M.S.); (Z.K.)
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Lv J, Qin X, Wang J, Li J, Bai J, Lan Y. The causal relationship between gut microbiota and 2 neoplasms, malignant and benign neoplasms of bone and articular cartilage: A two-sample Mendelian randomization study. Medicine (Baltimore) 2024; 103:e40519. [PMID: 39560555 PMCID: PMC11576038 DOI: 10.1097/md.0000000000040519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 10/25/2024] [Indexed: 11/20/2024] Open
Abstract
Previous research has demonstrated a close connection between the development of bone neoplasms and variations in the abundance of specific gut microbiota. It remains unclear, however, how the gut microbiota and bone neoplasms are causally related. Hence, in our study, we aim to clarify this relationship between gut microbiota and 2 neoplasms, malignant neoplasm of bone and articular cartilage (MNBAC) and benign neoplasm of bone and articular cartilage (BNBAC), by employing a two-sample Mendelian randomization (MR) approach. In this study, single nucleotide polymorphisms (SNPs) from genome-wide association studies-pooled data related to bone neoplasms and gut microbiota abundance were evaluated. The inverse variance weighted was employed as the major method for assessing the aforementioned causal relationship. Furthermore, the horizontal multiplicity was evaluated utilizing the Mendelian randomization pleiotropy residual sum and outlier and the MR-Egger intercept test. Finally, inverse MR analysis was performed to assess reverse causality. Inverse variance weighted results indicate a potential genetic relationship between 4 gut microbiota and MNBAC, and 3 gut microbiota and BNBAC. On the one hand, Eubacterium eligens group (OR = 0.16, 95% CI = 0.04-0.67, P = .01), Odoribacter (OR = 0.23, 95% CI = 0.06-0.84, P = .03), Slackia (OR = 0.35, 95% CI = 0.13-0.93, P = .04), and Tyzzerella3 (OR = 0.44, 95% CI = 0.24-0.82, P = .01) exhibited a protective effect against MNBAC. On the other hand, of the 3 gut microbes identified as potentially causally related to BNBAC, Oscillibacter (OR = 0.79, 95% CI = 0.63-0.98, P = .03) and Ruminococcus torques group (OR = 0.62, 95% CI = 0.39-0.98, P = .04) were regarded as protective strains of B, while Eubacterium ruminantium group (OR = 1.24, 95% CI = 1.04-1.47, P = .02) was considered to be a risk factor for increasing the incidence of BNBAC. Additionally, the bone neoplasms were not found to have a reverse causal relationship with the above 7 gut microbiota taxa. Four gut microbiota showed causal effects on MNBAC, and 3 gut microbiota demonstrated causality in BNBAC, providing insights into the design of future interventions to reduce the burden of neoplasms.
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Affiliation(s)
- Jia Lv
- Department of Orthopedics, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xiuyu Qin
- Department of Orthopedics, Shanxi Key Laboratory of Bone and Soft Tissue Injury Repair, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Jiani Wang
- Department of Pediatric Medicine, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Jian Li
- Department of Orthopedics, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, Shanxi, China
| | - Junjun Bai
- Department of Orthopedics, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Yanping Lan
- Department of Orthopedics, Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
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Zou H, Xu N, Xu H, Xing X, Chen Y, Wu S. Inflammatory cytokines may mediate the causal relationship between gut microbiota and male infertility: a bidirectional, mediating, multivariate Mendelian randomization study. Front Endocrinol (Lausanne) 2024; 15:1368334. [PMID: 38711980 PMCID: PMC11070575 DOI: 10.3389/fendo.2024.1368334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 04/05/2024] [Indexed: 05/08/2024] Open
Abstract
Introduction Studies have shown that the gut microbiota is associated with male infertility (MI). However, their causal relationship and potential mediators need more evidence to prove. We aimed to investigate the causal relationship between the gut microbiome and MI and the potential mediating role of inflammatory cytokines from a genetic perspective through a Mendelian randomization approach. Methods This study used data from genome-wide association studies of gut microbes (Mibiogen, n = 18, 340), inflammatory cytokines (NFBC1966, FYPCRS, FINRISK 1997 and 2002, n=13, 365), and male infertility (Finngen, n=120, 706) to perform two-way Mendelian randomization (MR), mediated MR, and multivariate MR(MVMR) analyses. In this study, the inverse variance weighting method was used as the primary analysis method, and other methods were used as supplementary analysis methods. Results In the present study, two gut microbes and two inflammatory cytokines were found to have a potential causal relationship with MI. Of the two gut microorganisms causally associated with male infertility, Anaerotruncus increased the risk of male infertility (odds ratio = 1.81, 95% confidence interval = 1.18-2.77, P = 0.0062), and Bacteroides decreased the risk of male infertility (odds ratio = 0.57, 95% confidence interval = 0.33-0.96, P = 0.0363). In addition, of the two inflammatory cytokines identified, hepatocyte growth factor(HGF) reduced the risk of male infertility (odds ratio = 0.50, 95% confidence interval = 0.35-0.71, P = 0.0001), Monocyte chemotactic protein 3 (MCP-3) increased the risk of male infertility (odds ratio = 1.28, 95% confidence interval = 1.03-1.61, P = 0.0039). Mediated MR analysis showed that HGF mediated the causal effect of Bacteroides on MI (mediated percentage 38.9%). Multivariate MR analyses suggest that HGF may be one of the pathways through which Bacteroides affects MI, with other unexplored pathways. Conclusion The present study suggests a causal relationship between specific gut microbiota, inflammatory cytokines, and MI. In addition, HGF may mediate the relationship between Bacteroides and MI.
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Affiliation(s)
- Haoxi Zou
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
| | - Ningning Xu
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
| | - Huanying Xu
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
- TCM Gynecology Department, Foshan Fosun Chancheng Hospital, Chancheng District, Foshan, China
| | - Xiaoyan Xing
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
| | - Yanfen Chen
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
| | - Suzhen Wu
- Foshan Clinical Medical School of Guangzhou University of Chinese Medicine, Foshan, China
- TCM Gynecology Department, Foshan Fosun Chancheng Hospital, Chancheng District, Foshan, China
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Xue K, Zhang G, Li Z, Zeng X, Li Z, Wang F, Zhang X, Lin C, Mao C. Dissecting the association between gut microbiota and hypertrophic scarring: a bidirectional Mendelian randomization study. Front Microbiol 2024; 15:1345717. [PMID: 38577682 PMCID: PMC10991740 DOI: 10.3389/fmicb.2024.1345717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 03/11/2024] [Indexed: 04/06/2024] Open
Abstract
Hypertrophic scars affect a significant number of individuals annually, giving rise to both cosmetic concerns and functional impairments. Prior research has established that an imbalance in the composition of gut microbes, termed microbial dysbiosis, can initiate the progression of various diseases through the intricate interplay between gut microbiota and the host. However, the precise nature of the causal link between gut microbiota and hypertrophic scarring remains uncertain. In this study, after compiling summary data from genome-wide association studies (GWAS) involving 418 instances of gut microbiota and hypertrophic scarring, we conducted a bidirectional Mendelian randomization (MR) to investigate the potential existence of a causal relationship between gut microbiota and the development of hypertrophic scar and to discern the directionality of causation. By utilizing MR analysis, we identified seven causal associations between gut microbiome and hypertrophic scarring, involving one positive and six negative causal directions. Among them, Intestinimonas, Ruminococcus2, Barnesiella, Dorea, Desulfovibrio piger, and Ruminococcus torques act as protective factors against hypertrophic scarring, while Eubacterium rectale suggests a potential role as a risk factor for hypertrophic scars. Additionally, sensitivity analyses of these results revealed no indications of heterogeneity or pleiotropy. The findings of our MR study suggest a potential causative link between gut microbiota and hypertrophic scarring, opening up new ways for future mechanistic research and the exploration of nanobiotechnology therapies for skin disorders.
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Affiliation(s)
- Kaikai Xue
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Guojian Zhang
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zihao Li
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiangtao Zeng
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zi Li
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
| | - Fulin Wang
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xingxing Zhang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Cai Lin
- Department of Burn, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Cong Mao
- Key Laboratory of Orthopedics of Zhejiang Province, Department of Orthopedics, The Second Affiliated Hospital and Yuying Children’s Hospital of Wenzhou Medical University, Wenzhou, China
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Li R, Peng L, Deng D, Li G, Wu S. Potential causal association between aspirin use and erectile dysfunction in European population: a Mendelian randomization study. Front Endocrinol (Lausanne) 2024; 14:1329847. [PMID: 38260164 PMCID: PMC10800513 DOI: 10.3389/fendo.2023.1329847] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 12/12/2023] [Indexed: 01/24/2024] Open
Abstract
Background Aspirin, as one of the most commonly used drugs, possesses a broad spectrum of therapeutic applications. Presently, the potential association between aspirin usage and the risk elevation of erectile dysfunction (ED) remains inconclusive. The objective of this study employing two-sample Mendelian randomization (MR) was to clarify the causal impact of aspirin use on the risk of ED. Methods This study incorporated two sets of Genome-Wide Association Study (GWAS) summary statistics, one for aspirin use (46,946 cases and 286,635 controls) and another for ED (6,175 cases and 217,630 controls) in individuals of European ancestry. The inverse-variance weighted (IVW) method was employed as the primary approach, supplemented by MR-Egger, weighted median, weighted mode, and simple mode to estimate the causal effect of aspirin usage on the risk of ED development. To assess pleiotropy, the MR-PRESSO global test and MR-Egger regression were used. Cochran's Q test was adopted to check heterogeneity, and the leave-one-out analysis was performed to confirm the robustness and reliability of the results. Results The causal association between genetically inferred aspirin use and ED was found by using inverse variance weighted (OR = 20.896, 95% confidence interval = 2.077-2.102E+2, P = 0.010). The sensitivity analysis showed that no pleiotropy and heterogeneity was observed. Furthermore, the leave-one-out analysis demonstrated that the findings were not significantly affected by any instrumental variables. Conclusion The results of this study highlighted the significance of aspirin use as a predisposing factor for ED and provided further evidence supporting the causal association between aspirin utilization and ED within European populations.
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Affiliation(s)
- Rongkang Li
- Institute of Urology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
- Institute of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China
- Institute of Urology, South China Hospital, Health Science Center, Shenzhen University, Shenzhen, China
| | - Lei Peng
- Institute of Urology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
- Institute of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China
- Institute of Urology, South China Hospital, Health Science Center, Shenzhen University, Shenzhen, China
| | - Dashi Deng
- Institute of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China
| | - Guangzhi Li
- Institute of Urology, The Affiliated Luohu Hospital of Shenzhen University, Shenzhen University, Shenzhen, China
| | - Song Wu
- Institute of Urology, Lanzhou University Second Hospital, Lanzhou University, Lanzhou, China
- Institute of Urology, South China Hospital, Health Science Center, Shenzhen University, Shenzhen, China
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