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Title: ISA-TAB-Nano: A Specification for Sharing Nanomaterial Research Data in Spreadsheet-based Format

Journal Article · · BMC Biotechnology (Online)
 [1];  [2];  [3];  [4];  [5];  [6];  [7];  [4];  [8];  [9];  [10];  [1]
  1. Pacific Northwest National Lab. (PNNL), Richland, WA (United States). Knowledge Discovery and Informatics
  2. SAIC-Frederick, Inc, Rockville, MD (United States). Frederick National Lab. for Cancer Research. Information Systems Program
  3. Oregon State Univ., Corvallis, OR (United States). School of Chemical, Biological and Environmental Engineering. Dept. of Environmental and Molecular Toxicology
  4. SAIC-Frederick, Inc, Rockville, MD (United States). Frederick National Lab. for Cancer Research. Information Systems Program
  5. Pennsylvania Bio Nano Systems, LLC, Doylestown, PA (United States)
  6. Lockheed Martin, Rockville, MD (United States)
  7. Stanford Univ., CA (United States). Dept. of Radiology
  8. The Jackson Lab., Bar Harbor, ME (United States)
  9. 3rd Millennium, Inc, North Smithfield, RI (United States)
  10. National Cancer Institute, Bethesda, MD (United States). Center for Biomedical Informatics and Information Technology

Background and motivation: The high-throughput genomics communities have been successfully using standardized spreadsheet-based formats to capture and share data within labs and among public repositories. The nanomedicine community has yet to adopt similar standards to share the diverse and multi-dimensional types of data (including metadata) pertaining to the description and characterization of nanomaterials. Owing to the lack of standardization in representing and sharing nanomaterial data, most of the data currently shared via publications and data resources are incomplete, poorly-integrated, and not suitable for meaningful interpretation and re-use of the data. Specifically, in its current state, data cannot be effectively utilized for the development of predictive models that will inform the rational design of nanomaterials. Results: We have developed a specification called ISA-TAB-Nano, which comprises four spreadsheet-based file formats for representing and integrating various types of nanomaterial data. Three file formats (Investigation, Study, and Assay files) have been adapted from the established ISA-TAB specification; while the Material file format was developed de novo to more readily describe the complexity of nanomaterials and associated small molecules. In this paper, we have discussed the main features of each file format and how to use them for sharing nanomaterial descriptions and assay metadata. Conclusion: The ISA-TAB-Nano file formats provide a general and flexible framework to record and integrate nanomaterial descriptions, assay data (metadata and endpoint measurements) and protocol information. Like ISA-TAB, ISA-TAB-Nano supports the use of ontology terms to promote standardized descriptions and to facilitate search and integration of the data. The ISA-TAB-Nano specification has been submitted as an ASTM work item to obtain community feedback and to provide a nanotechnology data-sharing standard for public development and adoption.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER). Biological Systems Science Division; USDOE Laboratory Directed Research and Development (LDRD) Program; US Air Force Office of Scientific Research (AFOSR); National Institutes of Health (NIH)
Grant/Contract Number:
AC05-76RL01830; FA8650-05-1-5041; P30 ES03850; U54 HG004028; U01 NS073457; R01 GM069702; ES016896-01; U54 CA119367; U54 CA151459
OSTI ID:
1626537
Journal Information:
BMC Biotechnology (Online), Vol. 13, Issue 1; ISSN 1472-6750
Publisher:
BioMed CentralCopyright Statement
Country of Publication:
United States
Language:
English

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Cited By (32)

Nanoinformatics and biomolecular nanomodeling: a novel move en route for effective cancer treatment journal April 2019
Minimum information reporting in bio–nano experimental literature journal September 2018
How should the completeness and quality of curated nanomaterial data be evaluated text January 2016
How should the completeness and quality of curated nanomaterial data be evaluated? journal January 2016
Accessing Materials Data: Challenges and Directions in the Digital Era journal June 2017
Literature Review of (Q)SAR Modelling of Nanomaterial Toxicity book January 2017
An ISA-TAB-Nano based data collection framework to support data-driven modelling of nanotoxicology journal January 2015
Association rule mining of cellular responses induced by metal and metal oxide nanoparticles journal January 2014
On the Reproducibility of Science: Unique Identification of Research Resources in the Biomedical Literature image January 2014
The Ontology for Biomedical Investigations journal April 2016
The eNanoMapper database for nanomaterial safety information journal January 2015
Nanotoxicity prediction using computational modelling - review and future directions journal April 2018
Reproducibility, sharing and progress in nanomaterial databases journal December 2017
Harmonizing across environmental nanomaterial testing media for increased comparability of nanomaterial datasets journal January 2020
Improvements to the APBS biomolecular solvation software suite: Improvements to the APBS Software Suite journal October 2017
Integration of data: the Nanomaterial Registry project and data curation journal January 2013
Nanotoxicology data for in silico tools: a literature review journal February 2020
Fifteen years of nanoEHS research advances science and fosters a vibrant community journal November 2019
The Nanomaterial Data Curation Initiative: A collaborative approach to assessing, evaluating, and advancing the state of the field journal January 2015
Developmental Neurotoxicity of Engineered Nanomaterials: Identifying Research Needs to Support Human Health Risk Assessment journal May 2013
On the Reproducibility of Science: Unique Identification of Research Resources in the Biomedical Literature image January 2014
Evaluation of labeling methods used for investigating the environmental behavior and toxicity of metal oxide nanoparticles journal January 2019
What incentives increase data sharing in health and medical research? A systematic review journal May 2017
Improvements to the APBS biomolecular solvation software suite text January 2017
On the reproducibility of science: unique identification of research resources in the biomedical literature journal January 2013
Nanocuration workflows: Establishing best practices for identifying, inputting, and sharing data to inform decisions on nanomaterials journal January 2015
Nanoinformatics: Emerging Databases and Available Tools journal April 2014
Development of computational models for the prediction of the toxicity of nanomaterials journal February 2015
Bioresources inner-recycling between bioflocculation of Microcystis aeruginosa and its reutilization as a substrate for bioflocculant production journal March 2017
Elucidation of the compatible interaction between banana and Meloidogyne incognita via high-throughput proteome profiling journal June 2017
Nano-Synthetic Devices in Leishmaniasis: A Bioinformatics Approach journal June 2015
Experiences in supporting the structured collection of cancer nanotechnology data using caNanoLab journal July 2015

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