{"database":"biostudies-literature","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"volume":["6"],"submitter":["Marchese Robinson RL"],"pubmed_abstract":["Analysis of trends in nanotoxicology data and the development of data driven models for nanotoxicity is facilitated by the reporting of data using a standardised electronic format. ISA-TAB-Nano has been proposed as such a format. However, in order to build useful datasets according to this format, a variety of issues has to be addressed. These issues include questions regarding exactly which (meta)data to report and how to report them. The current article discusses some of the challenges associated with the use of ISA-TAB-Nano and presents a set of resources designed to facilitate the manual creation of ISA-TAB-Nano datasets from the nanotoxicology literature. These resources were developed within the context of the NanoPUZZLES EU project and include data collection templates, correspondin"],"journal":["Beilstein journal of nanotechnology"],"pagination":["1978-99"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/S-EPMC4660926"],"repository":["biostudies-literature"],"pubmed_title":["An ISA-TAB-Nano based data collection framework to support data-driven modelling of nanotoxicology."],"pmcid":["PMC4660926"],"pubmed_authors":["Cronin MT","Richarz AN","Marchese Robinson RL","Rallo R"],"additional_accession":[]},"is_claimable":false,"name":"An ISA-TAB-Nano based data collection framework to support data-driven modelling of nanotoxicology.","description":"Analysis of trends in nanotoxicology data and the development of data driven models for nanotoxicity is facilitated by the reporting of data using a standardised electronic format. ISA-TAB-Nano has been proposed as such a format. However, in order to build useful datasets according to this format, a variety of issues has to be addressed. These issues include questions regarding exactly which (meta)data to report and how to report them. The current article discusses some of the challenges associated with the use of ISA-TAB-Nano and presents a set of resources designed to facilitate the manual creation of ISA-TAB-Nano datasets from the nanotoxicology literature. These resources were developed within the context of the NanoPUZZLES EU project and include data collection templates, correspondin","dates":{"release":"2015-01-01T00:00:00Z","publication":"2015","modification":"2026-05-05T08:11:50.893Z","creation":"2026-04-07T21:31:52.533Z"},"accession":"S-EPMC4660926","cross_references":{"pubmed":["26665069"],"doi":["10.3762/bjnano.6.202"]}}