Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents

Antimicrobial (AM) resistance is largely acknowledged as one of the biggest global health and food safety challenges and the overuse of AMs is known to generate resistance in bacteria that may affect both animals and humans. Poultry meat is the second most-produced meat in the European Union and in...

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Main Authors: D. Giannuzzi, B. Biolatti, E. Longato, S. Divari, L. Starvaggi Cucuzza, P. Pregel, F.E. Scaglione, A. Rinaldi, L.M. Chiesa, F.T. Cannizzo
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:Animal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1751731120301154
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spelling doaj-4454f611f4374d67bc76ca186c162dff2021-06-07T06:46:24ZengElsevierAnimal1751-73112021-02-01152100113Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agentsD. Giannuzzi0B. Biolatti1E. Longato2S. Divari3L. Starvaggi Cucuzza4P. Pregel5F.E. Scaglione6A. Rinaldi7L.M. Chiesa8F.T. Cannizzo9Department of Agronomy, Food, Natural Resources, Animals and Environment, University of Padua, Legnaro, I-35020 Padua, Italy; Corresponding author.Department of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyFaculty of Biomedical Sciences, Università della Svizzera italiana (USI), Institute of Oncology Research (IOR), CH-6500 Bellinzona, SwitzerlandDepartment of Veterinary Science and Public Health, University of Milan, I-20133 Milan, ItalyDepartment of Veterinary Science, University of Turin, Grugliasco, I-10095 Turin, ItalyAntimicrobial (AM) resistance is largely acknowledged as one of the biggest global health and food safety challenges and the overuse of AMs is known to generate resistance in bacteria that may affect both animals and humans. Poultry meat is the second most-produced meat in the European Union and in recent years consumers are becoming more concerned about food safety, traceability, and animal welfare in poultry rearing system, increasingly requiring meats from broilers reared without AMs. In the present study, we performed RNA sequencing to analyze 64 liver and 54 muscle transcriptomic profiles in broilers reared without treatment or treated with different classes of AMs. Moreover, we validated the most differentially expressed genes among the treated groups to detect putative novel biomarkers able to discriminate meats of broilers reared without AMs. The PDK4, IGFBP1, and RHOB genes were identified as putative novel hepatic biomarkers, discriminating broilers treated with AMs compared to broilers reared without treatments. The whole transcriptome changes revealed the liver as a valuable target organ for AM administration screening. In addition, our results suggest a leading effect of the coccidiostat when associated with AMs, influencing several biological processes. Our study showed that RNA sequencing is a powerful and valuable method to detect aberrant regulated genes and to identify biomarker candidates for AM misuse detection in farm animals. Further validation on larger sample size and a wider spectrum of AMs are needed to confirm the viability of the aforementioned biomarkers in poultry population.http://www.sciencedirect.com/science/article/pii/S1751731120301154AntibioticsCoccidiostatNext-generation sequencingPoultryTranscriptome
collection DOAJ
language English
format Article
sources DOAJ
author D. Giannuzzi
B. Biolatti
E. Longato
S. Divari
L. Starvaggi Cucuzza
P. Pregel
F.E. Scaglione
A. Rinaldi
L.M. Chiesa
F.T. Cannizzo
spellingShingle D. Giannuzzi
B. Biolatti
E. Longato
S. Divari
L. Starvaggi Cucuzza
P. Pregel
F.E. Scaglione
A. Rinaldi
L.M. Chiesa
F.T. Cannizzo
Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
Animal
Antibiotics
Coccidiostat
Next-generation sequencing
Poultry
Transcriptome
author_facet D. Giannuzzi
B. Biolatti
E. Longato
S. Divari
L. Starvaggi Cucuzza
P. Pregel
F.E. Scaglione
A. Rinaldi
L.M. Chiesa
F.T. Cannizzo
author_sort D. Giannuzzi
title Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
title_short Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
title_full Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
title_fullStr Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
title_full_unstemmed Application of RNA-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
title_sort application of rna-sequencing to identify biomarkers in broiler chickens prophylactic administered with antimicrobial agents
publisher Elsevier
series Animal
issn 1751-7311
publishDate 2021-02-01
description Antimicrobial (AM) resistance is largely acknowledged as one of the biggest global health and food safety challenges and the overuse of AMs is known to generate resistance in bacteria that may affect both animals and humans. Poultry meat is the second most-produced meat in the European Union and in recent years consumers are becoming more concerned about food safety, traceability, and animal welfare in poultry rearing system, increasingly requiring meats from broilers reared without AMs. In the present study, we performed RNA sequencing to analyze 64 liver and 54 muscle transcriptomic profiles in broilers reared without treatment or treated with different classes of AMs. Moreover, we validated the most differentially expressed genes among the treated groups to detect putative novel biomarkers able to discriminate meats of broilers reared without AMs. The PDK4, IGFBP1, and RHOB genes were identified as putative novel hepatic biomarkers, discriminating broilers treated with AMs compared to broilers reared without treatments. The whole transcriptome changes revealed the liver as a valuable target organ for AM administration screening. In addition, our results suggest a leading effect of the coccidiostat when associated with AMs, influencing several biological processes. Our study showed that RNA sequencing is a powerful and valuable method to detect aberrant regulated genes and to identify biomarker candidates for AM misuse detection in farm animals. Further validation on larger sample size and a wider spectrum of AMs are needed to confirm the viability of the aforementioned biomarkers in poultry population.
topic Antibiotics
Coccidiostat
Next-generation sequencing
Poultry
Transcriptome
url http://www.sciencedirect.com/science/article/pii/S1751731120301154
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