Yang Yuanyuan, Miao Lintao, Lu Yuchao, Wang Shaogang
Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
Front Genet. 2023 Oct 3;14:1260278. doi: 10.3389/fgene.2023.1260278. eCollection 2023.
Kidney stone disease is a global disease; however, it has not been totally understood. Calcium oxalate (CaOx) stone is the dominant type of kidney stone, and the potential factors involved in its formation are yet to be explored. Clinically, we found that the CaOx stones in patients were mainly unilateral; therefore, systemic factors cannot explain them, although some local factors must be involved. Urinary microbiota is involved in stone formation. Therefore, this study aimed to explore the association between the urinary microbiota and CaOx stones and provide insight into the medical treatment and prevention of CaOx stones. Sixteen pelvic urine samples were collected from the stone and non-stone sides of patients with unilateral CaOx stones following strict criteria. The 16S rRNA gene sequencing was performed on each pair of pelvic urine samples at the species level. Many bioinformatic analyses were conducted to explore the potential factors affecting CaOx stone formation. Although no statistically significant difference was found between the overall microbiota of the pelvis urine from the two sides. Many biologically distinct taxa were observed, including many bacteria found in previous studies, like Proteobacteria, Actinobacteria, Firmicute and and so on. What's more, despite these common bacteria, our current study added to these bacterial communities with additional identification of Deinococcus-Thermus, Coriobacteriia, Porphyromonas and Ralstonia. To predict the functions of these microbiota, Kyoto Encyclopedia for Genes and Genomes and MetaCyc analysis were conducted and immunometabolism might be an important pathway. Moreover, a random forest predictor was constructed to distinguish the stone side from the non-stone side, with an accuracy of 62.5%. Our research profiled the microbiome in the pelvis urine from both the stone and non-stone sides of patients with unilateral CaOx stones, provided insight into the dominant role of urinary dysbiosis in CaOx stones formation. Furthermore, this study also predicted the potential crosstalk among urinary microbiota, immunometabolism, and CaOx stones.
肾结石病是一种全球性疾病;然而,人们尚未完全了解它。草酸钙(CaOx)结石是肾结石的主要类型,其形成所涉及的潜在因素尚待探索。临床上,我们发现患者的CaOx结石主要为单侧性;因此,尽管一定涉及一些局部因素,但全身因素无法解释这些结石。尿液微生物群与结石形成有关。因此,本研究旨在探讨尿液微生物群与CaOx结石之间的关联,并为CaOx结石的医学治疗和预防提供见解。按照严格标准,从单侧CaOx结石患者的结石侧和非结石侧收集了16份盆腔尿液样本。对每对盆腔尿液样本进行了物种水平的16S rRNA基因测序。进行了许多生物信息学分析,以探索影响CaOx结石形成的潜在因素。虽然两侧盆腔尿液的总体微生物群之间未发现统计学上的显著差异。但观察到许多生物学上不同的分类群,包括先前研究中发现的许多细菌,如变形菌门、放线菌门、厚壁菌门等等。此外,尽管有这些常见细菌,我们目前的研究通过额外鉴定嗜热栖热放线菌、柯里杆菌属、卟啉单胞菌属和罗尔斯通氏菌属,丰富了这些细菌群落。为了预测这些微生物群的功能,进行了京都基因与基因组百科全书和MetaCyc分析,免疫代谢可能是一条重要途径。此外,构建了一个随机森林预测器来区分结石侧和非结石侧,准确率为62.5%。我们的研究描绘了单侧CaOx结石患者结石侧和非结石侧盆腔尿液中的微生物组,深入了解了尿液微生物群失调在CaOx结石形成中的主导作用。此外,本研究还预测了尿液微生物群、免疫代谢和CaOx结石之间的潜在相互作用。