The challenges of designing a benchmark strategy for bioinformatics pipelines in the identification of antimicrobial resistance determinants using next generation sequencing technologies [version 1; referees: 2 approved]
Alexandre Angers-Loustau,
Mauro Petrillo,
Johan Bengtsson-Palme,
Thomas Berendonk,
Burton Blais,
Kok-Gan Chan,
Teresa M. Coque,
Paul Hammer,
Stefanie Heß,
Dafni M. Kagkli,
Carsten Krumbiegel,
Val F. Lanza,
Jean-Yves Madec,
Thierry Naas,
Justin O'Grady,
Valentina Paracchini,
John W.A. Rossen,
Etienne Ruppé,
Jessica Vamathevan,
Vittorio Venturi,
Guy Van den Eede
Affiliations
Alexandre Angers-Loustau
European Commission Joint Research Centre, Ispra, 21027, Italy
Mauro Petrillo
European Commission Joint Research Centre, Ispra, 21027, Italy
Johan Bengtsson-Palme
Department of Infectious Diseases, Institute of Biomedicine,The Sahlgrenska Academy, University of Gothenburg, Gothenburg, SE-413 46, Sweden
Thomas Berendonk
Institute for Hydrobiology, Technische Universität Dresden, Dresden, 01307, Germany
Burton Blais
Canadian Food Inspection Agency, Ottawa Laboratory (Carling), Ottawa, ON, K1A 0Y9 , Canada
Kok-Gan Chan
International Genome Centre, Jiangsu University, Zhenjiang, China
Teresa M. Coque
Departamento de Microbiología, Hospital Universitario Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, 28034, Spain
Next-Generation Sequencing (NGS) technologies are expected to play a crucial role in the surveillance of infectious diseases, with their unprecedented capabilities for the characterisation of genetic information underlying the virulence and antimicrobial resistance (AMR) properties of microorganisms. In the implementation of any novel technology for regulatory purposes, important considerations such as harmonisation, validation and quality assurance need to be addressed. NGS technologies pose unique challenges in these regards, in part due to their reliance on bioinformatics for the processing and proper interpretation of the data produced. Well-designed benchmark resources are thus needed to evaluate, validate and ensure continued quality control over the bioinformatics component of the process. This concept was explored as part of a workshop on "Next-generation sequencing technologies and antimicrobial resistance" held October 4-5 2017. Challenges involved in the development of such a benchmark resource, with a specific focus on identifying the molecular determinants of AMR, were identified. For each of the challenges, sets of unsolved questions that will need to be tackled for them to be properly addressed were compiled. These take into consideration the requirement for monitoring of AMR bacteria in humans, animals, food and the environment, which is aligned with the principles of a “One Health” approach.