Abstract
Background
Changes in gut microbiota abundance have been linked to prostate cancer development. However, the causality of the gut-prostate axis remains unclear.
Methods
The genome-wide association study (GWAS) data for gut microbiota sourced from MiBioGen (n = 14,306), alongside prostate cancer summary data from PRACTICAL (n = 140,254) and FinnGen Consortium (n = 133,164). Inverse-variance-weighted (IVW) was mainly used to compute odds ratios (OR) and 95% confidence intervals (Cl), after diligently scrutinizing potential sources of heterogeneity and horizontal pleiotropy via the rigorous utilization of Cochran’s Q test, the MR-PRESSO method, and MR-Egger. We used meta-analysis methods in random effects to combine the Mendelian randomization (MR) estimates from the two sources.
Results
The pooled analyses of MR results show that genus Eubacterium fissicatena (OR = 1.07, 95% CI 1.01 to 1.13, P = 0.011) and genus Odoribacter (OR = 1.14, 95% CI 1.01 to 1.27, P = 0.025) were positively associated with prostate cancer. However, genus Adlercreutzia (OR = 0.89, 95% CI 0.83 to 0.96, P = 0.002), Roseburia (OR = 0.90, 95% CI 0.83 to 0.99, P = 0.03), Holdemania (OR = 0.92, 95% CI 0.86 to 0.97, P = 0.005), Flavonifractor (OR = 0.85, 95% CI 0.74 to 0.98, P = 0.024) and Allisonella (OR = 0.93, 95% CI 0.89 to 0.98, P = 0.011) seems to be a protective factor for prostate cancer. Sensitivity analysis found no significant heterogeneity, horizontal pleiotropy, or reverse causal links in all causal associations.
Conclusion
This MR study lends support to a causal relationship between genetically predicted gut microbiota and prostate cancer. Research on the gut-prostate axis, along with further multi-omics analyses, holds significant implications for the prevention and treatment of prostate cancer.
Introduction
In men globally, prostate cancer represents 7% of all new cancer diagnoses, with a pronounced prevalence in Western nations [1]. Notably, it emerges as the second leading cause of cancer-associated mortality in this demographic, culminating in over 350,000 deaths annually [2]. Given this, the urgency of early detection in potentially high-risk individuals, accompanied by swift therapeutic interventions, becomes paramount in curbing both the incidence and mortality rates linked to this malignancy.
The gut microbiota, a diverse collection of microorganisms in the digestive tract, is vital in determining and sustaining the host’s health via interactions like nutrient processing and immune system modulation. Obesity and high-fat consumption are linked to Prostate cancer risks, with lifestyle, particularly dietary habits, influencing the gut microbiome [3]. It’s long been believed that certain bacteria can cause persistent, mild inflammation, potentially triggering prostate cancer. Although the current positive correlation between prostatitis and prostate cancer rates may be the result of detection bias [4]. Poutahidis et al. [5] demonstrated that gastrointestinal bacterial infections can enhance prostatic intraepithelial neoplasia (PIN) and microinvasive carcinoma in vivo. Additionally, individuals diagnosed with prostate cancer showed significant increases in proinflammatory Bacteroides and Streptococcus species. Antibiotics promote selection for resistant bacteria by enhancing the proliferation of pathogenic strains. Research indicates that antibiotic use elevates the risk of infections from Clostridium difficile and methicillin-resistant Staphylococcus aureus [6]. Tulstrup et al. [7] found that changes in the microbiota due to antibiotics can alter intestinal permeability, thereby heightening the risk of neoplastic alterations. Earlier research has demonstrated that prostate cancer patients exhibiting elevated oestrogen levels may possess intestinal bacterial genes capable of oestrogen metabolism. Such metabolic activity can expedite carcinogenesis by activating polycyclic aromatic hydrocarbons (PAHs) [8,9,10]. Escherichia coli commonly resides in the human gut. Murine studies have indicated a potential link between E. coli and prostatitis development [11]. Moreover, Campylobacter jejuni has been identified as an inducer of cell cycle arrest and cellular death through its toxin production. Notably, Clostridium can transform gut glucocorticoids into androgens through side chain cleavage, contributing synergistically to the progression of prostate cancer [12]. While numerous studies have investigated the link between specific gut microbes and prostate cancer, the causal relationship between them remains unclear [13, 14].
Mendelian randomization (MR) emerges as a method of instrumental variable (IV) analysis that harnesses single nucleotide polymorphisms (SNPs) derived from genome-wide association studies (GWAS) as tools to deduce causal associations between two traits [15]. MR approximates the inherent attributes of a RCT and exhibits a reduced susceptibility to the impact of covariates. Moreover, its operational simplicity and cost-effectiveness enhance its appeal [16]. Consequently, we conducted a two-sample MR utilizing aggregated data from accessible GWAS repositories. This approach facilitated an exploration of the conceivable etiological correlation between gut microbiota and the risk of Prostate cancer through a comprehensive meta-analysis.
Discussion
In this study, large-scale GWAS data using European ancestry, combined with MR and meta-analyses demonstrated a potential causal link between gut microbiome and prostate cancer.
Despite the anatomical distance between the prostate and the gut, a substantial body of research suggests a potential link between the gut microbiome and both prostate cancer development and drug resistance. Liss et al. [30] conducted a study utilizing 16S rRNA sequencing to analyze the gut microbiota of 133 American men who underwent prostate biopsies. Their findings indicated elevated levels of Streptococcus and Bacteroides species in men diagnosed with prostate cancer. Further genome studies indicate that alterations in folate and arginine pathways, possibly influenced by gut microbes, may play a role in prostate cancer risk. Golombos et al. [13] observed a greater prevalence of Bacteroides massiliensis in individuals with prostate cancer in comparison to the healthy control group. Conversely, Faecalibacterium prausnitzii and Eubacterium rectalie exhibited higher relative abundances among the control group. Elevation of F.prausnitzii and E.rectalie is associated with the formation of anti-inflammatory butyrate, resulting in a symbiotic and protective effect [31, 32].
The results of data pooled from the PRACTICAL and FinnGen consortiums indicate that the genus Eubacterium fissicatena and Odoribacter are associated with an increased risk of prostate cancer. Conversely, the genus Adlercreutzia, Roseburia, Holdemania, Flavonifractor, and Allisonella are potential protective factors against prostate cancer. In fact, the gut microbiome tends to be influenced by host genetics. Xu et al. [33] demonstrated that Odoribacter had nominally significant heritability estimates (0.476), implying its potential role as a genetic carcinogenic factor for prostate cancer. The Eubacterium fissicatena group may be associated with in vivo metabolism. Nutritional investigations have shown a significant increase in the abundance of the E. fissicatena group in populations following a low-calorie diet for 6 days a week [34]. Despite the absence of specific studies on the relationship between the E. fissicatena group and prostate cancer, Zang et al. discovered a causal relationship between E. fissicatena and psoriasis. This finding suggests that gut microbes play a role in mediating the modulation of relevant immune responses [35].
Equol, a secondary metabolite of daidzein produced by the intestinal microbiota, is significantly associated with a reduced risk of prostate cancer in Japanese men, as indicated by plasma equol levels in a study [36]. Additionally, a positive correlation was detected between the genus Adlercreutzia and S-equol concentration [37]. Roseburia, a Gram-positive anaerobic bacterium, induces cancer cell apoptosis through the inhibition of histone deacetylases and related signaling pathways. It also contributes to immune homeostasis and has anti-inflammatory properties by producing short-chain fatty acids [38]. While research on the role of Holdemania, Flavonifractor, and Allisonella in prostate cancer is limited, their correlation with colorectal cancer and metabolism suggests potential roles in immune function, inflammation, and hormone levels. These factors have been implicated in the development and progression of prostate cancer [39, 40]. The effects of bacteria on prostate cancer risk are likely multifactorial, involving a combination of specific microbial activities, host responses, and interactions within the broader microbiome [41]. Eubacteriales from the same order may have different effects on prostate cancer, which is related to the fact that different species in the same bacterial order may have different metabolic pathways and produce different metabolites. Secondly, the functions of bacteria will vary according to the host and environment, and finally we cannot ignore the interactions between bacterial groups [42]. As research in this field progresses, a more nuanced understanding of these complexities will likely emerge.
4.1 Strength and limitation
Our MR analysis has the following advantages. Firstly, the sample size in the GWAS was large and the study strictly adhered to the three assumptions of MR, thus reducing confounders and reverse bias. Secondly, the study population included only individuals of European origin, minimizing population stratification interference. Finally, sensitivity analyses and different model estimations were used to ensure the reliability of the results.
However, certain limitations are unavoidable. Firstly, we assumed of a linear relationship between gut microbiota and prostate cancer risk, disregarding the potential presence of U-shaped associations. Furthermore, the generalizability of our results to different racial groups and various subtypes of prostate cancer is uncertain. Additionally, data limitations such as individual dietary habits and environmental factors may lead to confounding factors. Consequently, further molecular experiments are imperative to corroborate the findings of this study.
5 Conclusion
This MR study unveils genetic evidence supporting a causal link between gut microbiota and prostate cancer. The multi-omics-based platform is anticipated to offer fresh perspectives on prostate cancer diagnosis and treatment by delving into the pathogenic mechanisms and potential bacterial biomarkers.