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ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury.

Publication ,  Journal Article
Caeyenberghs, K; Imms, P; Irimia, A; Monti, MM; Esopenko, C; de Souza, NL; Dominguez D, JF; Newsome, MR; Dobryakova, E; Cwiek, A; Mullin, HAC ...
Published in: Neuroimage Clin
2024

Resting state functional magnetic resonance imaging (rsfMRI) provides researchers and clinicians with a powerful tool to examine functional connectivity across large-scale brain networks, with ever-increasing applications to the study of neurological disorders, such as traumatic brain injury (TBI). While rsfMRI holds unparalleled promise in systems neurosciences, its acquisition and analytical methodology across research groups is variable, resulting in a literature that is challenging to integrate and interpret. The focus of this narrative review is to address the primary methodological issues including investigator decision points in the application of rsfMRI to study the consequences of TBI. As part of the ENIGMA Brain Injury working group, we have collaborated to identify a minimum set of recommendations that are designed to produce results that are reliable, harmonizable, and reproducible for the TBI imaging research community. Part one of this review provides the results of a literature search of current rsfMRI studies of TBI, highlighting key design considerations and data processing pipelines. Part two outlines seven data acquisition, processing, and analysis recommendations with the goal of maximizing study reliability and between-site comparability, while preserving investigator autonomy. Part three summarizes new directions and opportunities for future rsfMRI studies in TBI patients. The goal is to galvanize the TBI community to gain consensus for a set of rigorous and reproducible methods, and to increase analytical transparency and data sharing to address the reproducibility crisis in the field.

Duke Scholars

Published In

Neuroimage Clin

DOI

EISSN

2213-1582

Publication Date

2024

Volume

42

Start / End Page

103585

Location

Netherlands

Related Subject Headings

  • Rest
  • Reproducibility of Results
  • Magnetic Resonance Imaging
  • Image Processing, Computer-Assisted
  • Humans
  • Brain Mapping
  • Brain Injuries, Traumatic
  • Brain
  • 5203 Clinical and health psychology
  • 5202 Biological psychology
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Caeyenberghs, K., Imms, P., Irimia, A., Monti, M. M., Esopenko, C., de Souza, N. L., … Hillary, F. G. (2024). ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury. Neuroimage Clin, 42, 103585. https://doi.org/10.1016/j.nicl.2024.103585
Caeyenberghs, Karen, Phoebe Imms, Andrei Irimia, Martin M. Monti, Carrie Esopenko, Nicola L. de Souza, Juan F. Dominguez D, et al. “ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury.Neuroimage Clin 42 (2024): 103585. https://doi.org/10.1016/j.nicl.2024.103585.
Caeyenberghs K, Imms P, Irimia A, Monti MM, Esopenko C, de Souza NL, et al. ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury. Neuroimage Clin. 2024;42:103585.
Caeyenberghs, Karen, et al. “ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury.Neuroimage Clin, vol. 42, 2024, p. 103585. Pubmed, doi:10.1016/j.nicl.2024.103585.
Caeyenberghs K, Imms P, Irimia A, Monti MM, Esopenko C, de Souza NL, Dominguez D JF, Newsome MR, Dobryakova E, Cwiek A, Mullin HAC, Kim NJ, Mayer AR, Adamson MM, Bickart K, Breedlove KM, Dennis EL, Disner SG, Haswell C, Hodges CB, Hoskinson KR, Johnson PK, Königs M, Li LM, Liebel SW, Livny A, Morey RA, Muir AM, Olsen A, Razi A, Su M, Tate DF, Velez C, Wilde EA, Zielinski BA, Thompson PM, Hillary FG. ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury. Neuroimage Clin. 2024;42:103585.
Journal cover image

Published In

Neuroimage Clin

DOI

EISSN

2213-1582

Publication Date

2024

Volume

42

Start / End Page

103585

Location

Netherlands

Related Subject Headings

  • Rest
  • Reproducibility of Results
  • Magnetic Resonance Imaging
  • Image Processing, Computer-Assisted
  • Humans
  • Brain Mapping
  • Brain Injuries, Traumatic
  • Brain
  • 5203 Clinical and health psychology
  • 5202 Biological psychology