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PhenoMeNal: processing and analysis of metabolomics data in the cloud

Authors :
Daniel J. Jacob
Noureddin Sadawi
Kristian Peters
Reza M. Salek
Christoph Ruttkies
Kim Kultima
Susanna-Assunta Sansone
James Bradbury
Rico Rueedi
Steffen Neumann
Ralf J. M. Weber
Kenneth Haug
Sven Bergmann
Merlijn van Rijswijk
Evangelos Handakas
Marco Capuccini
Alina Peluso
Pedro de Atauri
Bita Khalili
Michelle A.C. Reed
Claire O'Donovan
Ulrich L. Günther
Namrata Kale
Philippe Rocca-Serra
Vitaly A. Selivanov
Alejandra Gonzalez-Beltran
Antonio Rosato
Massimiliano Izzo
Pablo Moreno
Pierrick Roger
Christoph Steinbeck
Etienne A. Thévenot
Luca Pireddu
Gianluigi Zanetti
Michael van Vliet
Timothy M. D. Ebbels
Fabien Jourdan
Jon Ander Novella
Anders Larsson
Robert C. Glen
Ibrahim Karaman
Jake T M Pearce
Payam Emami Khoonsari
Stephanie Herman
Marco Enrico Piras
Petr Holub
Mattia Tomasoni
Marta Cascante
Christian Ludwig
Daniel Schober
Thomas Hankemeier
David Johnson
Samuel Lampa
Ola Spjuth
Carles Foguet
Mark R. Viant
European Molecular Biology Laboratory
Imperial College Healthcare NHS Trust- BRC Funding
National Institutes of Health
Department of Stress and Developmental Biology
Leibniz Institute of Plant Biochemistry (IPB)
School of Biosciences
University of Birmingham [Birmingham]
Université de Lausanne (UNIL)
Swiss Institute of Bioinformatics [Lausanne] (SIB)
Uppsala University
Department of Pharmaceutical Biosciences
Department of Biochemistry and Molecular Biomedicine
Faculty of Science and Technology, Biochemistry and Molecular Biology
Instituto de Salud Carlos III [Madrid] (ISC)
Department of Surgery & Cancer
Imperial College London
University of Cambridge [UK] (CAM)
Department of Engineering Science
University of Oxford [Oxford]
University of Birmingham
Leiden University
European Molecular Biology Laboratory European Bioinformatics Institute
Department of Medical Sciences, Clinical Chemistry
BBMRI-ERIC
Partenaires INRAE
Biologie du fruit et pathologie (BFP)
Université Bordeaux Segalen - Bordeaux 2-Institut National de la Recherche Agronomique (INRA)-Université Sciences et Technologies - Bordeaux 1
Department of Informatics and Media
Brandenburg University of Applied Sciences
Métabolisme et Xénobiotiques (ToxAlim-MeX)
ToxAlim (ToxAlim)
Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Ecole Nationale Vétérinaire de Toulouse (ENVT)
Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Ecole d'Ingénieurs de Purpan (INPT - EI Purpan)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Recherche Agronomique (INRA)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Recherche Agronomique (INRA)
School of Public Health - Department of Epidemiology and Biostatistics
German Centre for Integrative Biodiversity Research (iDiv)
CRS4 Bioinformat
Laboratoire Sciences des Données et de la Décision (LS2D)
Département Métrologie Instrumentation & Information (DM2I)
Laboratoire d'Intégration des Systèmes et des Technologies (LIST)
Direction de Recherche Technologique (CEA) (DRT (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Direction de Recherche Technologique (CEA) (DRT (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Laboratoire d'Intégration des Systèmes et des Technologies (LIST)
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay
Univ Florence, Magnet Resonance Ctr CERM, I-50019 Florence, Italy
Consorzio Interuniversitario Risonanze Magnetiche di Metallo Proteine (CIRMMP)
Università degli Studi di Siena = University of Siena (UNISI)-Università degli Studi di Firenze = University of Florence [Firenze] (UNIFI)-University of Bologna-Partenaires INRAE
Univ Florence, Dept Chem, I-50019 Florence, Italy
Brunel University London [Uxbridge]
Netherlands Metabolomics Centre
Life Sciences
Institute of Analytical Chemistry
European Project: 654241,H2020,H2020-EINFRA-2014-2,PhenoMeNal(2015)
Université de Lausanne = University of Lausanne (UNIL)
University of Oxford
Universiteit Leiden
European research infrastructure for biobanking (BBMRI-ERIC)
Université Bordeaux Segalen - Bordeaux 2-Institut National de la Recherche Agronomique (INRA)-Université Sciences et Technologies - Bordeaux 1 (UB)
Plateforme Bordeaux Metabolome
Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-MetaboHUB-Bordeaux
MetaboHUB-MetaboHUB
Institut National de la Recherche Agronomique (INRA)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)-Ecole Nationale Vétérinaire de Toulouse (ENVT)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université de Toulouse (UT)-Ecole d'Ingénieurs de Purpan (INP - PURPAN)
Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National de la Recherche Agronomique (INRA)-Université Toulouse III - Paul Sabatier (UT3)
Université de Toulouse (UT)-Université de Toulouse (UT)
Laboratoire d'Intégration des Systèmes et des Technologies (LIST (CEA))
Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Université Paris-Saclay-Laboratoire d'Intégration des Systèmes et des Technologies (LIST (CEA))
Università degli Studi di Firenze = University of Florence (UniFI)
Università degli Studi di Siena = University of Siena (UNISI)-Università degli Studi di Firenze = University of Florence (UniFI)-University of Bologna/Università di Bologna-Partenaires INRAE
Glen, Robert [0000-0003-1759-2914]
Apollo - University of Cambridge Repository
Source :
GigaScience 2 (8), 12 p.. (2019), GigaScience, GigaScience, BioMed Central, 2019, 8 (2), pp.giy149. ⟨10.1093/gigascience/giy149⟩, GigaScience, 2019, 8 (2), pp.giy149. ⟨10.1093/gigascience/giy149⟩, GigaScience, vol. 8, no. 2, pp. giy149, GigaScience, 8(2), 1-12
Publication Year :
2019

Abstract

International audience; Background Metabolomics is the comprehensive study of a multitude of small molecules to gain insight into an organism's metabolism. The research field is dynamic and expanding with applications across biomedical, biotechnological, and many other applied biological domains. Its computationally intensive nature has driven requirements for open data formats, data repositories, and data analysis tools. However, the rapid progress has resulted in a mosaic of independent, and sometimes incompatible, analysis methods that are difficult to connect into a useful and complete data analysis solution. Findings PhenoMeNal (Phenome and Metabolome aNalysis) is an advanced and complete solution to set up Infrastructure-as-a-Service (IaaS) that brings workflow-oriented, interoperable metabolomics data analysis platforms into the cloud. PhenoMeNal seamlessly integrates a wide array of existing open-source tools that are tested and packaged as Docker containers through the project's continuous integration process and deployed based on a kubernetes orchestration framework. It also provides a number of standardized, automated, and published analysis workflows in the user interfaces Galaxy, Jupyter, Luigi, and Pachyderm. Conclusions PhenoMeNal constitutes a keystone solution in cloud e-infrastructures available for metabolomics. PhenoMeNal is a unique and complete solution for setting up cloud e-infrastructures through easy-to-use web interfaces that can be scaled to any custom public and private cloud environment. By harmonizing and automating software installation and configuration and through ready-to-use scientific workflow user interfaces, PhenoMeNal has succeeded in providing scientists with workflow-driven, reproducible, and shareable metabolomics data analysis platforms that are interfaced through standard data formats, representative datasets, versioned, and have been tested for reproducibility and interoperability. The elastic implementation of PhenoMeNal further allows easy adaptation of the infrastructure to other application areas and omics research domains.

Details

Language :
English
ISSN :
2047217X
Database :
OpenAIRE
Journal :
GigaScience 2 (8), 12 p.. (2019), GigaScience, GigaScience, BioMed Central, 2019, 8 (2), pp.giy149. ⟨10.1093/gigascience/giy149⟩, GigaScience, 2019, 8 (2), pp.giy149. ⟨10.1093/gigascience/giy149⟩, GigaScience, vol. 8, no. 2, pp. giy149, GigaScience, 8(2), 1-12
Accession number :
edsair.doi.dedup.....5dcb798f9363e6117b443b71b5d911d3