Meyer, Roberto

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A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats

Nicoleti, Jorge Luis; Braga, Erik Sobrinho; Stanisic, Danijela; Jadranin, Milka; Façanha, Débora Andréa Evangelista; Barral, Thiago Doria; Hanna, Samira Abdallah; Azevedo, Vasco; Meyer, Roberto; Tasic, Ljubica; Portela, Ricardo Wagner

(Springer Science and Business Media LLC, 2023)

TY  - JOUR
AU  - Nicoleti, Jorge Luis
AU  - Braga, Erik Sobrinho
AU  - Stanisic, Danijela
AU  - Jadranin, Milka
AU  - Façanha, Débora Andréa Evangelista
AU  - Barral, Thiago Doria
AU  - Hanna, Samira Abdallah
AU  - Azevedo, Vasco
AU  - Meyer, Roberto
AU  - Tasic, Ljubica
AU  - Portela, Ricardo Wagner
PY  - 2023
UR  - https://cer.ihtm.bg.ac.rs/handle/123456789/7094
AB  - Caseous lymphadenitis (CLA), an infectious disease caused by Corynebacterium pseudotuberculosis in small ruminants, is highly prevalent worldwide. Economic losses have already been associated with the disease, and little is known about the host–pathogen relationship associated with the disease. The present study aimed to perform a metabolomic study of the C. pseudotuberculosis infection in goats. Serum samples were collected from a herd of 173 goats. The animals were classified as controls (not infected), asymptomatic (seropositives but without detectable CLA clinical signs), and symptomatic (seropositive animals presenting CLA lesions), according to microbiological isolation and immunodiagnosis. The serum samples were analyzed using nuclear magnetic resonance (1H-NMR), nuclear Overhauser effect spectroscopy (NOESY), and Carr–Purcell–Meiboom–Gill (CPMG) sequences. The NMR data were analyzed using chemometrics, and principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA) were performed to discover specific biomarkers responsible for discrimination between the groups. A high dissemination of the infection by C. pseudotuberculosis was observed, being 74.57% asymptomatic and 11.56% symptomatic. In the evaluation of 62 serum samples by NMR, the techniques were satisfactory in the discrimination of the groups, being also complementary and mutually confirming, demonstrating possible biomarkers for the infection by the bacterium. Twenty metabolites of interest were identified by NOESY and 29 by CPMG, such as tryptophan, polyunsaturated fatty acids, formic acid, NAD+, and 3-hydroxybutyrate, opening promising possibilities for the use of these results in new therapeutic, immunodiagnosis, and immunoprophylactic tools, as well as for studies of the immune response against C. pseudotuberculosis.
PB  - Springer Science and Business Media LLC
T2  - Applied Microbiology and Biotechnology
T1  - A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats
VL  - 107
IS  - 14
SP  - 4593
EP  - 4603
DO  - 10.1007/s00253-023-12595-0
ER  - 
@article{
author = "Nicoleti, Jorge Luis and Braga, Erik Sobrinho and Stanisic, Danijela and Jadranin, Milka and Façanha, Débora Andréa Evangelista and Barral, Thiago Doria and Hanna, Samira Abdallah and Azevedo, Vasco and Meyer, Roberto and Tasic, Ljubica and Portela, Ricardo Wagner",
year = "2023",
abstract = "Caseous lymphadenitis (CLA), an infectious disease caused by Corynebacterium pseudotuberculosis in small ruminants, is highly prevalent worldwide. Economic losses have already been associated with the disease, and little is known about the host–pathogen relationship associated with the disease. The present study aimed to perform a metabolomic study of the C. pseudotuberculosis infection in goats. Serum samples were collected from a herd of 173 goats. The animals were classified as controls (not infected), asymptomatic (seropositives but without detectable CLA clinical signs), and symptomatic (seropositive animals presenting CLA lesions), according to microbiological isolation and immunodiagnosis. The serum samples were analyzed using nuclear magnetic resonance (1H-NMR), nuclear Overhauser effect spectroscopy (NOESY), and Carr–Purcell–Meiboom–Gill (CPMG) sequences. The NMR data were analyzed using chemometrics, and principal component analysis (PCA) and partial least square discriminant analysis (PLS-DA) were performed to discover specific biomarkers responsible for discrimination between the groups. A high dissemination of the infection by C. pseudotuberculosis was observed, being 74.57% asymptomatic and 11.56% symptomatic. In the evaluation of 62 serum samples by NMR, the techniques were satisfactory in the discrimination of the groups, being also complementary and mutually confirming, demonstrating possible biomarkers for the infection by the bacterium. Twenty metabolites of interest were identified by NOESY and 29 by CPMG, such as tryptophan, polyunsaturated fatty acids, formic acid, NAD+, and 3-hydroxybutyrate, opening promising possibilities for the use of these results in new therapeutic, immunodiagnosis, and immunoprophylactic tools, as well as for studies of the immune response against C. pseudotuberculosis.",
publisher = "Springer Science and Business Media LLC",
journal = "Applied Microbiology and Biotechnology",
title = "A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats",
volume = "107",
number = "14",
pages = "4593-4603",
doi = "10.1007/s00253-023-12595-0"
}
Nicoleti, J. L., Braga, E. S., Stanisic, D., Jadranin, M., Façanha, D. A. E., Barral, T. D., Hanna, S. A., Azevedo, V., Meyer, R., Tasic, L.,& Portela, R. W.. (2023). A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats. in Applied Microbiology and Biotechnology
Springer Science and Business Media LLC., 107(14), 4593-4603.
https://doi.org/10.1007/s00253-023-12595-0
Nicoleti JL, Braga ES, Stanisic D, Jadranin M, Façanha DAE, Barral TD, Hanna SA, Azevedo V, Meyer R, Tasic L, Portela RW. A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats. in Applied Microbiology and Biotechnology. 2023;107(14):4593-4603.
doi:10.1007/s00253-023-12595-0 .
Nicoleti, Jorge Luis, Braga, Erik Sobrinho, Stanisic, Danijela, Jadranin, Milka, Façanha, Débora Andréa Evangelista, Barral, Thiago Doria, Hanna, Samira Abdallah, Azevedo, Vasco, Meyer, Roberto, Tasic, Ljubica, Portela, Ricardo Wagner, "A serum NMR metabolomic analysis of the Corynebacterium pseudotuberculosis infection in goats" in Applied Microbiology and Biotechnology, 107, no. 14 (2023):4593-4603,
https://doi.org/10.1007/s00253-023-12595-0 . .