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Bridging gaps between images and data: a systematic update on imaging biobanks.

Authors :
Gabelloni M
Faggioni L
Borgheresi R
Restante G
Shortrede J
Tumminello L
Scapicchio C
Coppola F
Cioni D
Gómez-Rico I
Martí-Bonmatí L
Neri E
Source :
European radiology [Eur Radiol] 2022 May; Vol. 32 (5), pp. 3173-3186. Date of Electronic Publication: 2022 Jan 10.
Publication Year :
2022

Abstract

Background and Objective: The systematic collection of medical images combined with imaging biomarkers and patient non-imaging data is the core concept of imaging biobanks, a key element for fuelling the development of modern precision medicine. Our purpose is to review the existing image repositories fulfilling the criteria for imaging biobanks.<br />Methods: Pubmed, Scopus and Web of Science were searched for articles published in English from January 2010 to July 2021 using a combination of the terms: "imaging" AND "biobanks" and "imaging" AND "repository". Moreover, the Community Research and Development Information Service (CORDIS) database ( https://cordis.europa.eu/projects ) was searched using the terms: "imaging" AND "biobanks", also including collections, projects, project deliverables, project publications and programmes.<br />Results: Of 9272 articles retrieved, only 54 related to biobanks containing imaging data were finally selected, of which 33 were disease-oriented (61.1%) and 21 population-based (38.9%). Most imaging biobanks were European (26/54, 48.1%), followed by American biobanks (20/54, 37.0%). Among disease-oriented biobanks, the majority were focused on neurodegenerative (9/33, 27.3%) and oncological diseases (9/33, 27.3%). The number of patients enrolled ranged from 240 to 3,370,929, and the imaging modality most frequently involved was MRI (40/54, 74.1%), followed by CT (20/54, 37.0%), PET (13/54, 24.1%), and ultrasound (12/54, 22.2%). Most biobanks (38/54, 70.4%) were accessible under request.<br />Conclusions: Imaging biobanks can serve as a platform for collecting, sharing and analysing medical images integrated with imaging biomarkers, biological and clinical data. A relatively small proportion of current biobanks also contain images and can thus be classified as imaging biobanks.<br />Key Points: • Imaging biobanks are a powerful tool for large-scale collection and processing of medical images integrated with imaging biomarkers and patient non-imaging data. • Most imaging biobanks retrieved were European, disease-oriented and accessible under user request. • While many biobanks have been developed so far, only a relatively small proportion of them are imaging biobanks.<br /> (© 2021. The Author(s), under exclusive licence to European Society of Radiology.)

Details

Language :
English
ISSN :
1432-1084
Volume :
32
Issue :
5
Database :
MEDLINE
Journal :
European radiology
Publication Type :
Academic Journal
Accession number :
35001159
Full Text :
https://doi.org/10.1007/s00330-021-08431-6