OBJECTIVE To delineate the role of the urinary metabolome in the genesis of urinary stone disease (USD). METHODS Untargeted metabolomics was utilized in comparative analyses of calcium-based stones (CBS) and spot urine samples from patients with a history of USD with or without urinary stone activity based on radiologic imaging. Stone and urine metabolomes were stratified by composition and radiographic stone-activity, respectively. Additionally, we quantified highly abundant metabolites that were present in either calcium oxalate (CaOx) or calcium phosphate (CaPhos) stones and also significantly enriched in the urine of active stone formers (SF) compared to non-active SF. These data were used to delineate either a direct involvement of urinary metabolites in lithogenesis or the passive uptake of biomolecules within the stone matrix. RESULTS Urinary metabolomes were distinct based on radiographic stone-activity and the 2 types of CBS. Stratification by radiologic stone activity was driven by the enrichment of 14 metabolites in the urine of active SF that were also highly abundant in both CaOx and CaPhos stones, indicative of a potential involvement of these metabolites in lithogenesis. Using the combination of these 14 metabolites in total, we generated a model that correctly classified patients as either active vs nonactive SF in a prospectively recruited cohort with 73% success. CONCLUSION Collectively, our data suggest specific urinary metabolites directly contribute to the formation of urinary stones and that active SF may excrete higher levels of lithogenic metabolites than non-active patients. Future studies are needed to confirm these findings and establish the causative mechanisms associated with these metabolites. UROLOGY 167: 49-55, 2022. (c) 2022 Elsevier Inc.
机构:
Univ Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Brisbane, Wayne
Bailey, Michael R.
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Univ Washington, Ctr Ind & Med Ultrasound, Appl Phys Lab, 1013 NE 40th St, Seattle, WA 98105 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Bailey, Michael R.
Sorensen, Mathew D.
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Univ Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Dept Vet Affairs Med Ctr, Div Urol, 1660 S Columbian Way, Seattle, WA 98108 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
机构:
Georgetown Univ, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Goudarzi, Maryam
Weber, Waylon
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Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Weber, Waylon
Mak, Tytus D.
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h-index: 0
机构:
Georgetown Univ, Lombardi Comprehens Canc Ctr, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Mak, Tytus D.
Chung, Juijung
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机构:
Georgetown Univ, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Chung, Juijung
Doyle-Eisele, Melanie
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机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Doyle-Eisele, Melanie
Melo, Dunstana
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h-index: 0
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Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Melo, Dunstana
Brenner, David J.
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Columbia Univ, Ctr High Throughput Minimally Invas Radiat Biodos, New York, NY USAGeorgetown Univ, Washington, DC 20057 USA
Brenner, David J.
Guilmette, Raymond A.
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h-index: 0
机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Guilmette, Raymond A.
Fornace, Albert J., Jr.
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h-index: 0
机构:
Georgetown Univ, Washington, DC 20057 USA
Georgetown Univ, Lombardi Comprehens Canc Ctr, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
机构:
Univ Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Brisbane, Wayne
Bailey, Michael R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Ctr Ind & Med Ultrasound, Appl Phys Lab, 1013 NE 40th St, Seattle, WA 98105 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Bailey, Michael R.
Sorensen, Mathew D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
Dept Vet Affairs Med Ctr, Div Urol, 1660 S Columbian Way, Seattle, WA 98108 USAUniv Washington, Dept Urol, Sch Med, 1959 NE Pacific St,Box 356510, Seattle, WA 98195 USA
机构:
Georgetown Univ, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Goudarzi, Maryam
Weber, Waylon
论文数: 0引用数: 0
h-index: 0
机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Weber, Waylon
Mak, Tytus D.
论文数: 0引用数: 0
h-index: 0
机构:
Georgetown Univ, Lombardi Comprehens Canc Ctr, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Mak, Tytus D.
Chung, Juijung
论文数: 0引用数: 0
h-index: 0
机构:
Georgetown Univ, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA
Chung, Juijung
Doyle-Eisele, Melanie
论文数: 0引用数: 0
h-index: 0
机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Doyle-Eisele, Melanie
Melo, Dunstana
论文数: 0引用数: 0
h-index: 0
机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Melo, Dunstana
Brenner, David J.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Ctr High Throughput Minimally Invas Radiat Biodos, New York, NY USAGeorgetown Univ, Washington, DC 20057 USA
Brenner, David J.
Guilmette, Raymond A.
论文数: 0引用数: 0
h-index: 0
机构:
Lovelace Resp Res Inst, Albuquerque, NM USAGeorgetown Univ, Washington, DC 20057 USA
Guilmette, Raymond A.
Fornace, Albert J., Jr.
论文数: 0引用数: 0
h-index: 0
机构:
Georgetown Univ, Washington, DC 20057 USA
Georgetown Univ, Lombardi Comprehens Canc Ctr, Washington, DC 20057 USAGeorgetown Univ, Washington, DC 20057 USA