Evidence map›Paper›PMID 42488391›Full record

ArticleFrontiers in neurology

Harmonization of social and physical health measures across prospective clinical studies of combat exposed service members and veterans: the total brain diagnostics program.

Shannon M Nugent, Kate Clauss, Sara Vlajic, Maya E O'Neil, Samuel R Walton, Kelly M Reavis, Christine Clermont, Alyssa Currao, Cree Foeller, Catherine B Fortier and 8 more

Abstract read
In one paragraph

Article in Frontiers in neurology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Shannon M NugentCenter to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, Portland, OR, United States.
Kate ClaussCenter to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, Portland, OR, United States.
Sara VlajicCenter to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, Portland, OR, United States.
Maya E O'NeilCenter to Improve Veteran Involvement in Care, Veterans Affairs Portland Health Care System, Portland, OR, United States.
Samuel R WaltonDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.
Kelly M ReavisTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Christine ClermontTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Alyssa CurraoTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Cree FoellerDepartment of Psychiatry, Oregon Health & Science University, Portland, OR, United States.
Catherine B FortierTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Sreekanth KamineniUniversity of Utah School of Medicine, Salt Lake City, UT, United States.
Arielle R KnightTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Aubrey A KnoffTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
Landon B LempkeDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.
Helal MobasherUniversity of Utah School of Medicine, Salt Lake City, UT, United States.
William C WalkerDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.
William P MilbergTranslational Research Center for TBI and Stress Disorders National Network Center, VA Boston Healthcare System, Boston, MA, United States.
David X CifuDepartment of Physical Medicine and Rehabilitation, Virginia Commonwealth University School of Medicine, Richmond, VA, United States.

Funding

CSRD VA I01 CX001135CSRD VA I01 CX001246CSRD VA I01 CX002096CSRD VA I01 CX002097HSRD VA I01 HX003155RRD VA I01 RX001135RRD VA I01 RX001774RRD VA I01 RX001880RRD VA I01 RX002076RRD VA I01 RX002170RRD VA I01 RX002171RRD VA I01 RX002172RRD VA I01 RX002173RRD VA I01 RX002174RRD VA I01 RX003442RRD VA I01 RX003443RRD VA I01 RX003444RRD VA I01 RX004911
6 · The paper itself

Abstract

Introduction: Traumatic Brain Injury is prevalent during military service and is associated with short- and long-term psychosocial and functional changes, though comprehensive longitudinal data on Veterans and active-duty service members (SMs) are lacking. To address this research gap, we utilized data from the Long-term Impact of Military-relevant Brain Injury Consortium (LIMBIC) and the Translational Research Center for TBI and Stress Disorders (TRACTS), two prospective longitudinal cohort studies of veterans and active duty SMs, each containing a wide range of symptom scales, objective assessments, and health-related outcomes. Methods: This paper describes the innovative methods used to achieve the initial proof-of-concept harmonization for baseline psychosocial and physical health data from these two large cohort studies. To achieve harmonization, we gathered a multidisciplinary team with clinical and research expertise. We created a list of measures utilized by each study and organized them into larger clinically meaningful domains. When possible, we harmonized full measures, or single items directly, while others needed to be indirectly harmonized, by recoding, aligning categorical levels, and categorizing scales based on established cut scores. We calculated descriptive statistics to summarize and compare data. We then conducted Principal Component Analysis (PCA) for all continuous measures to assess whether site-level effects were observed in the shared variance. Results: A total of 73 variables capturing psychosocial function, sensorimotor, pain, and clinical health factors were harmonized across the LIMBIC and TRACTS studies. There were no differences in sex or ethnicity distributions between the studies. Sensory, social health, and health related clinical data were broadly comparable across cohorts, while pain intensity and headache disability were higher in LIMBIC. PCA analysis suggests data is suitable for pooled analysis. Discussion: We were able to directly harmonize multiple self-report measures of social well-being and indirectly harmonize other functional and demographic variables. While this initial effort focused on baseline data, the included principles can be employed to harmonize longitudinal data to increase the ability to detect clinical phenotypes to be applied in precision medicine approaches in future research.

Indexed as

data harmonizationphysical healthpsychosocial healthtraumatic brain injuryveteran health

Identifiers

PMID42488391
PMCPMC13389360

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.