Tsamouri Maria Malvina, Durbin-Johnson Blythe P, Culp William T N, Palm Carrie A, Parikh Mamta, Kent Michael S, Ghosh Paramita M
Veterans Affairs-Northern California Health System, Mather, CA 95655, USA.
Department of Urologic Surgery, School of Medicine, University of California Davis, Sacramento, CA 95718, USA.
Metabolites. 2022 Feb 24;12(3):200. doi: 10.3390/metabo12030200.
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.
尿路上皮癌(UC)是犬类中最常见的泌尿系统癌症,由于其临床症状与其他非恶性下尿路疾病(LUTD)相同,往往在晚期才被诊断出来。基于尿液的UC BRAFV595E检测仅在某些品种中高度有效;因此,需要额外的UC非侵入性生物标志物。在这里,对患有UC(n = 27)、尿石症(n = 8)或伴有尿路感染(UTI)的尿石症(n = 8)的犬只尿液进行了非靶向代谢组学分析,使用气相色谱-飞行时间质谱(GC-TOF-MS)分析初级代谢物,使用四极杆飞行时间质谱(QTOF-MS)分析复杂脂质,使用亲水相互作用液相色谱-四极杆飞行时间质谱(HILIC-QTOF MS)分析次级和带电代谢物。在对年龄和性别进行校正后,我们鉴定出1123种已知代谢物在UC和LUTD之间存在差异表达。27种代谢物具有显著性(1.5≤log2倍变化≤-1.5,校正p值<0.05);然而,其中10种可归因于与治疗相关的变化。在其余17种中,6种(马尿酸、N-乙酰苯丙氨酸、肌氨酸、辛酰肉碱、N-α-甲基组胺、甘油-3-半乳糖苷)可区分UC和LUTD(ROC曲线下面积>0.85)。在这6种代谢物中,只有马尿酸和N-α-甲基组胺在雄性(n = 20)和雌性(n = 23)犬中均具有鉴别性,而肌氨酸在几个品种中是有效的鉴别物,但仅在雌性中有效。有必要对这些代谢物进行进一步研究,以潜在地用作出现LUTD相关临床症状的UC犬的非侵入性诊断生物标志物。