» Articles » PMID: 35323643

Untargeted Metabolomics Identify a Panel of Urinary Biomarkers for the Diagnosis of Urothelial Carcinoma of the Bladder, As Compared to Urolithiasis with or Without Urinary Tract Infection in Dogs

Overview
Journal Metabolites
Publisher MDPI
Date 2022 Mar 24
PMID 35323643
Authors
Affiliations
Soon will be listed here.
Abstract

Urothelial carcinoma (UC), the most common urologic cancer in dogs, is often diagnosed late because the clinical signs are shared by other non-malignant lower urinary tract disorders (LUTD). The urine-based BRAFV595E test for UC is highly effective only in certain breeds; hence additional non-invasive biomarkers of UC are needed. Here, urine from dogs with UC (n = 27), urolithiasis (n = 8), or urolithiasis with urinary tract infection (UTI) (n = 8) were subjected to untargeted metabolomics analyses, using GC-TOF-MS for primary metabolites, QTOF-MS for complex lipids, and HILIC-QTOF MS for secondary and charged metabolites. After adjusting for age and sex, we identified 1123 known metabolites that were differentially expressed between UC and LUTD. Twenty-seven metabolites were significant (1.5 ≤ log2FC ≤ −1.5, adjusted p-value < 0.05); however, 10 of these could be attributed to treatment-related changes. Of the remaining 17, 6 (hippuric acid, N-Acetylphenylalanine, sarcosine, octanoylcarnitine, N-alpha-methylhistamine, glycerol-3-galactoside) discriminated between UC and LUTD (area under the ROC curve > 0.85). Of the 6 metabolites, only hippuric acid and N-alpha-methylhistamine were discriminatory in both male (n = 20) and female (n = 23) dogs, while sarcosine was an effective discriminator in several breeds, but only in females. Further investigation of these metabolites is warranted for potential use as non-invasive diagnostic biomarkers of dogs with UC that present with LUTD-related clinical signs.

Citing Articles

Animal Wellness: The Power of Multiomics and Integrative Strategies: Multiomics in Improving Animal Health.

Choudhary R, Kumar B V S, Sekhar Mukhopadhyay C, Kashyap N, Sharma V, Singh N Vet Med Int. 2024; 2024:4125118.

PMID: 39484643 PMC: 11527549. DOI: 10.1155/2024/4125118.


Causal role of blood metabolites in HER-positive and HER-negative breast cancer: a Mendelian randomization (MR) study.

Yue J, Fang H, Chen S, Gu L, Ren G Aging (Albany NY). 2024; 16(15):11626-11655.

PMID: 39103210 PMC: 11346783. DOI: 10.18632/aging.206042.


miR-182, miR-221 and miR-222 are potential urinary extracellular vesicle biomarkers for canine urothelial carcinoma.

Karttunen J, Kalmar L, Grant A, Ying J, Stewart S, Wang X Sci Rep. 2024; 14(1):17967.

PMID: 39095540 PMC: 11297243. DOI: 10.1038/s41598-024-69070-7.


Salivary metabolomic identification of biomarker candidates for oral melanoma and oral squamous cell carcinoma in dogs.

Ploypetch S, Luo X, Zhao S, Roytrakul S, Li L, Suriyaphol G J Vet Intern Med. 2024; 38(4):2293-2304.

PMID: 38703129 PMC: 11256132. DOI: 10.1111/jvim.17092.


Discovery and Validation of Potential Serum Biomarkers with Pro-Inflammatory and DNA Damage Activities in Ulcerative Colitis: A Comprehensive Untargeted Metabolomic Study.

Li M, Zhang R, Xin M, Xu Y, Liu S, Yu B Metabolites. 2022; 12(10).

PMID: 36295899 PMC: 9609580. DOI: 10.3390/metabo12100997.

References
1.
Tsai C, Lin C, Kang C, Liao C, Wang W, Chiang M . Nuclear Magnetic Resonance Metabolomics Biomarkers for Identifying High Risk Patients with Extranodal Extension in Oral Squamous Cell Carcinoma. J Clin Med. 2020; 9(4). PMC: 7230778. DOI: 10.3390/jcm9040951. View

2.
Luczykowski K, Warmuzinska N, Operacz S, Stryjak I, Bogusiewicz J, Jacyna J . Metabolic Evaluation of Urine from Patients Diagnosed with High Grade (HG) Bladder Cancer by SPME-LC-MS Method. Molecules. 2021; 26(8). PMC: 8068997. DOI: 10.3390/molecules26082194. View

3.
Sreekumar A, Poisson L, Rajendiran T, Khan A, Cao Q, Yu J . Metabolomic profiles delineate potential role for sarcosine in prostate cancer progression. Nature. 2009; 457(7231):910-4. PMC: 2724746. DOI: 10.1038/nature07762. View

4.
Currie E, Schulze A, Zechner R, Walther T, Farese Jr R . Cellular fatty acid metabolism and cancer. Cell Metab. 2013; 18(2):153-61. PMC: 3742569. DOI: 10.1016/j.cmet.2013.05.017. View

5.
Loras A, Martinez-Bisbal M, Quintas G, Gil S, Martinez-Manez R, Ruiz-Cerda J . Urinary Metabolic Signatures Detect Recurrences in Non-Muscle Invasive Bladder Cancer. Cancers (Basel). 2019; 11(7). PMC: 6678457. DOI: 10.3390/cancers11070914. View