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1.
Mol Omics ; 20(1): 27-36, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-37751172

ABSTRACT

Cancer is one of the deadliest diseases in humans and dogs. Nevertheless, most tumor types spread faster in canines, and early cancer detection methods are necessary to enhance animal survival. Here, cerumen (earwax) was tested as a source of potential biomarkers for cancer evaluation in dogs. Earwax samples from dogs were collected from tumor-bearing and clinically healthy dogs, followed by Headspace/Gas Chromatography-Mass Spectrometry (HS/GC-MS) analyses and multivariate statistical workflow. An evolutionary-based multivariate algorithm selected 18 out of 128 volatile metabolites as a potential cancer biomarker panel in dogs. The candidate biomarkers showed a full discrimination pattern between tumor-bearing dogs and cancer-free canines with high accuracy in the test dataset: an accuracy of 95.0% (75.1-99.9), and sensitivity and specificity of 100.0% and 92.9%, respectively. In summary, this work raises a new perspective on cancer diagnosis in dogs, being carried out painlessly and non-invasive, facilitating sample collection and periodic application in a veterinary routine.


Subject(s)
Neoplasms , Volatile Organic Compounds , Humans , Dogs , Animals , Cerumen/chemistry , Cerumen/metabolism , Volatile Organic Compounds/analysis , Volatile Organic Compounds/chemistry , Volatile Organic Compounds/metabolism , Neoplasms/diagnosis , Neoplasms/veterinary , Neoplasms/metabolism , Biomarkers, Tumor/metabolism , Gas Chromatography-Mass Spectrometry/methods
2.
Biomed Chromatogr ; 34(11): e4935, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32598079

ABSTRACT

An innovative volatolomic approach employs the detection of biomarkers present in cerumen (earwax) to identify cattle intoxication by Stryphnodendron rotundifolium Mart., Fabaceae (popularly known as barbatimão). S. rotundifolium is a poisonous plant with the toxic compound undefined and widely distributed throughout the Brazilian territory. Cerumen samples from cattle of two local Brazilian breeds ('Curraleiro Pé-Duro' and 'Pantaneiro') were collected during an experimental intoxication protocol and analyzed using headspace (HS)/GC-MS followed by multivariate analysis (genetic algorithm for a partial least squares, cluster analysis, and classification and regression trees). A total of 106 volatile organic metabolites were identified in the cerumen samples of bovines. The intoxication by S. rotundifolium influenced the cerumen volatolomic profile of the bovines throughout the intoxication protocol. In this way, it was possible to detect biomarkers for cattle intoxication. Among the biomarkers, 2-octyldecanol and 9-tetradecen-1-ol were able to discriminate all samples between intoxicated and nonintoxicated bovines. The cattle intoxication diagnosis by S. rotundifolium was accomplished by applying the cerumen analysis using HS/GC-MS, in an easy, accurate, and noninvasive way. Thus, the proposed bioanalytical chromatography protocol is a useful tool in veterinary applications to determine this kind of intoxication.


Subject(s)
Cattle Diseases/diagnosis , Cerumen/chemistry , Fabaceae/adverse effects , Plant Poisoning/diagnosis , Plant Poisoning/veterinary , Animals , Biomarkers/analysis , Brazil , Cattle , Gas Chromatography-Mass Spectrometry , Least-Squares Analysis , Male , Volatile Organic Compounds/analysis
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