Urinary Microbial and Metabolomic Profiles in Kidney Stone Disease

Front Cell Infect Microbiol. 2022 Sep 5:12:953392. doi: 10.3389/fcimb.2022.953392. eCollection 2022.

Abstract

Background: Kidney stones or nephrolithiasis is a chronic metabolic disease characterized by renal colic and hematuria. Currently, a pathogenetic mechanism resulting in kidney stone formation remains elusive. We performed a multi-omic study investigating urinary microbial compositions and metabolic alterations during nephrolithiasis.

Method: Urine samples from healthy and individuals with nephrolithiasis were collected for 16S rRNA gene sequencing and liquid chromatography-mass spectroscopy. Microbiome and metabolome profiles were analyzed individually and combined to construct interactome networks by bioinformatic analysis.

Results: Distinct urinary microbiome profiles were determined in nephrolithiasis patients compared with controls. Thirty-nine differentially abundant taxa between controls and nephrolithiasis patients were identified, and Streptococcus showed the most significant enrichment in nephrolithiasis patients. We also observed significantly different microbial compositions between female and male nephrolithiasis patients. The metabolomic analysis identified 112 metabolites that were differentially expressed. Two significantly enriched metabolic pathways, including biosynthesis of unsaturated fatty acids and tryptophan metabolism, were also identified in nephrolithiasis patients. Four potentially diagnostic metabolites were also identified, including trans-3-hydroxycotinine, pyroglutamic acid, O-desmethylnaproxen, and FAHFA (16:0/18:2), and could function as biomarkers for the early diagnosis of nephrolithiasis. We also identified three metabolites that contributed to kidney stone size. Finally, our integrative analysis of the urinary tract microbiome and metabolome identified distinctly different network characteristics between the two groups.

Conclusions: Our study has characterized important profiles and correlations among urinary tract microbiomes and metabolomes in nephrolithiasis patients for the first time. These results shed new light on the pathogenesis of nephrolithiasis and could provide early clinical biomarkers for diagnosing the disease.

Keywords: biomarker; metabolome; microbiome; nephrolithiasis; urine.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers / urine
  • Female
  • Humans
  • Kidney
  • Kidney Calculi*
  • Male
  • Pyrrolidonecarboxylic Acid*
  • RNA, Ribosomal, 16S / genetics
  • Tryptophan

Substances

  • Biomarkers
  • RNA, Ribosomal, 16S
  • Tryptophan
  • Pyrrolidonecarboxylic Acid