Evidence map›Paper›PMID 35403104›Full record

ArticleNeurotrauma reports2022

Empowering Data Sharing and Analytics through the Open Data Commons for Traumatic Brain Injury Research.

Austin Chou, Abel Torres-Espín, J Russell Huie, Karen Krukowski, Sangmi Lee, Amber Nolan, Caroline Guglielmetti, Bridget E Hawkins, Myriam M Chaumeil, Geoffrey T Manley and 6 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Neurotrauma reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Increasing Rigor of Preclinical Research to Maximize Opportunities for Translation.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2023
    Review
  14. Article
  15. Article
  16. Brain, behavior, & immunity - health · 2021
    Article
  17. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Austin ChouBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Abel Torres-EspínBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
J Russell HuieBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Karen KrukowskiBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Sangmi LeeBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Amber NolanBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Caroline GuglielmettiDepartment of Physical Therapy and Rehabilitation Science, University of California San Francisco, San Francisco, California, USA.
Bridget E HawkinsDepartment of Anesthesiology, University of Texas Medical Branch at Galveston, Galveston, Texas, USA.
Myriam M ChaumeilDepartment of Physical Therapy and Rehabilitation Science, University of California San Francisco, San Francisco, California, USA.
Geoffrey T ManleyBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Michael S BeattieBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Jacqueline C BresnahanBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Maryann E MartoneDepartment of Neuroscience, University of California San Diego, San Diego, California, USA.
Jeffrey S GretheDepartment of Neuroscience, University of California San Diego, San Diego, California, USA.
Susanna RosiBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.
Adam R FergusonBrain and Spinal Injury Center, University of California San Francisco, San Francisco, California, USA.

Funding

Cortical Somatostatin Interneuron Dysfunction after Trauma: Role in Cognitive FlexibilityK08NS114170 · NINDS · UNIVERSITY OF WASHINGTON · PI NOLAN, AMBER L · 2019 to 2023
$1.0M
Leveraging data-science for discovery in chronic TBII01RX002787 · VA · VETERANS AFFAIRS MED CTR SAN FRANCISCO · PI FERGUSON, ADAM R · 2018 to 2025
–
NINDS NIH HHS K08 NS114170RRD VA I01 RX002787
6 · The paper itself

Abstract

Traumatic brain injury (TBI) is a major public health problem. Despite considerable research deciphering injury pathophysiology, precision therapies remain elusive. Here, we present large-scale data sharing and machine intelligence approaches to leverage TBI complexity. The Open Data Commons for TBI (ODC-TBI) is a community-centered repository emphasizing Findable, Accessible, Interoperable, and Reusable data sharing and publication with persistent identifiers. Importantly, the ODC-TBI implements data sharing of individual subject data, enabling pooling for high-sample-size, feature-rich data sets for machine learning analytics. We demonstrate pooled ODC-TBI data analyses, starting with descriptive analytics of subject-level data from 11 previously published articles (

Indexed as

data sharingFAIR principlesmulti-variate analysisOpen Data Commonsprincipal component analysistraumatic brain Injury

Identifiers

PMID35403104
PMCPMC8985540

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.