Increased [ 18 F]Fluorodeoxyglucose Uptake in the Left Pallidum in Military Veterans with Blast-Related Mild Traumatic Brain Injury: Potential as an Imaging Biomarker and Mediation with Executive Dysfunction and Cognitive Impairment
Blast-related mild traumatic brain injury (blast-mTBI) can result in a spectrum of persistent symptoms leading to substantial functional impairment and reduced quality of life. Clinical evaluation and discernment from other conditions common to military service can be challenging and subject to pati...
Saved in:
Published in | Journal of neurotrauma Vol. 41; no. 13-14; p. 1578 |
---|---|
Main Authors | , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
01.07.2024
|
Subjects | |
Online Access | Get more information |
Cover
Loading…
Abstract | Blast-related mild traumatic brain injury (blast-mTBI) can result in a spectrum of persistent symptoms leading to substantial functional impairment and reduced quality of life. Clinical evaluation and discernment from other conditions common to military service can be challenging and subject to patient recall bias and the limitations of available assessment measures. The need for objective biomarkers to facilitate accurate diagnosis, not just for symptom management and rehabilitation but for prognostication and disability compensation purposes is clear. Toward this end, we compared regional brain [
F]fluorodeoxyglucose-positron emission tomography ([
F]FDG-PET) intensity-scaled uptake measurements and motor, neuropsychological, and behavioral assessments in 79 combat Veterans with retrospectively recalled blast-mTBI with 41 control participants having no lifetime history of TBI. Using an agnostic and unbiased approach, we found significantly increased left pallidum [
F]FDG-uptake in Veterans with blast-mTBI versus control participants,
< 0.0001;
= 3.29 × 10
[Cohen's
, 1.38, 95% confidence interval (0.96, 1.79)]. The degree of left pallidum [
F]FDG-uptake correlated with the number of self-reported blast-mTBIs,
= 0.22;
< 0.0001. Greater [
F]FDG-uptake in the left pallidum provided excellent discrimination between Veterans with blast-mTBI and controls, with a receiver operator characteristic area under the curve of 0.859 (
< 0.0001) and likelihood ratio of 21.19 (threshold:SUVR ≥ 0.895). Deficits in executive function assessed using the Behavior Rating Inventory of Executive Function-Adult Global Executive Composite T-score were identified in Veterans with blast-mTBI compared with controls,
< 0.0001. Regression-based mediation analyses determined that in Veterans with blast-mTBI, increased [
F]FDG-uptake in the left pallidum-mediated executive function impairments, adjusted causal mediation estimate
= 0.021; total effect estimate,
= 0.039. Measures of working and prospective memory (Auditory Consonant Trigrams test and Memory for Intentions Test, respectively) were negatively correlated with left pallidum [
F]FDG-uptake,
< 0.0001, with mTBI as a covariate. Increased left pallidum [
F]FDG-uptake in Veterans with blast-mTBI compared with controls did not covary with dominant handedness or with motor activity assessed using the Unified Parkinson's Disease Rating Scale. Localized increased [
F]FDG-uptake in the left pallidum may reflect a compensatory response to functional deficits following blast-mTBI. Limited imaging resolution does not allow us to distinguish subregions of the pallidum; however, the significant correlation of our data with behavioral but not motor outcomes suggests involvement of the ventral pallidum, which is known to regulate motivation, behavior, and emotions through basal ganglia-thalamo-cortical circuits. Increased [
F]FDG-uptake in the left pallidum in blast-mTBI versus control participants was consistently identified using two different PET scanners, supporting the generalizability of this finding. Although confirmation of our results by single-subject-to-cohort analyses will be required before clinical deployment, this study provides proof of concept that [
F]FDG-PET bears promise as a readily available noninvasive biomarker for blast-mTBI. Further, our findings support a causative relationship between executive dysfunction and increased [
F]FDG-uptake in the left pallidum. |
---|---|
AbstractList | Blast-related mild traumatic brain injury (blast-mTBI) can result in a spectrum of persistent symptoms leading to substantial functional impairment and reduced quality of life. Clinical evaluation and discernment from other conditions common to military service can be challenging and subject to patient recall bias and the limitations of available assessment measures. The need for objective biomarkers to facilitate accurate diagnosis, not just for symptom management and rehabilitation but for prognostication and disability compensation purposes is clear. Toward this end, we compared regional brain [
F]fluorodeoxyglucose-positron emission tomography ([
F]FDG-PET) intensity-scaled uptake measurements and motor, neuropsychological, and behavioral assessments in 79 combat Veterans with retrospectively recalled blast-mTBI with 41 control participants having no lifetime history of TBI. Using an agnostic and unbiased approach, we found significantly increased left pallidum [
F]FDG-uptake in Veterans with blast-mTBI versus control participants,
< 0.0001;
= 3.29 × 10
[Cohen's
, 1.38, 95% confidence interval (0.96, 1.79)]. The degree of left pallidum [
F]FDG-uptake correlated with the number of self-reported blast-mTBIs,
= 0.22;
< 0.0001. Greater [
F]FDG-uptake in the left pallidum provided excellent discrimination between Veterans with blast-mTBI and controls, with a receiver operator characteristic area under the curve of 0.859 (
< 0.0001) and likelihood ratio of 21.19 (threshold:SUVR ≥ 0.895). Deficits in executive function assessed using the Behavior Rating Inventory of Executive Function-Adult Global Executive Composite T-score were identified in Veterans with blast-mTBI compared with controls,
< 0.0001. Regression-based mediation analyses determined that in Veterans with blast-mTBI, increased [
F]FDG-uptake in the left pallidum-mediated executive function impairments, adjusted causal mediation estimate
= 0.021; total effect estimate,
= 0.039. Measures of working and prospective memory (Auditory Consonant Trigrams test and Memory for Intentions Test, respectively) were negatively correlated with left pallidum [
F]FDG-uptake,
< 0.0001, with mTBI as a covariate. Increased left pallidum [
F]FDG-uptake in Veterans with blast-mTBI compared with controls did not covary with dominant handedness or with motor activity assessed using the Unified Parkinson's Disease Rating Scale. Localized increased [
F]FDG-uptake in the left pallidum may reflect a compensatory response to functional deficits following blast-mTBI. Limited imaging resolution does not allow us to distinguish subregions of the pallidum; however, the significant correlation of our data with behavioral but not motor outcomes suggests involvement of the ventral pallidum, which is known to regulate motivation, behavior, and emotions through basal ganglia-thalamo-cortical circuits. Increased [
F]FDG-uptake in the left pallidum in blast-mTBI versus control participants was consistently identified using two different PET scanners, supporting the generalizability of this finding. Although confirmation of our results by single-subject-to-cohort analyses will be required before clinical deployment, this study provides proof of concept that [
F]FDG-PET bears promise as a readily available noninvasive biomarker for blast-mTBI. Further, our findings support a causative relationship between executive dysfunction and increased [
F]FDG-uptake in the left pallidum. |
Author | Muzi, Mark Meabon, James S Powell, Jacob R Pagulayan, Kathleen F Thomas, Ronald G Mihalik, Jason P Schindler, Abigail G Peskind, Elaine R Terry, Garth Mayer, Cynthia Crabtree, Adam Raskind, Murray A Murray, Daniel R McNamara, Chris Means, Gary Muench, Peter McEvoy, Cory Richards, Todd L |
Author_xml | – sequence: 1 givenname: Garth surname: Terry fullname: Terry, Garth organization: Department of Radiology, University of Washington, Seattle, Washington, USA – sequence: 2 givenname: Kathleen F surname: Pagulayan fullname: Pagulayan, Kathleen F organization: Department of Rehabilitation Medicine, School of Medicine, University of Washington, Seattle, Washington, USA – sequence: 3 givenname: Mark surname: Muzi fullname: Muzi, Mark organization: Department of Radiology, University of Washington, Seattle, Washington, USA – sequence: 4 givenname: Cynthia surname: Mayer fullname: Mayer, Cynthia organization: Department of Radiology, University of Washington, Seattle, Washington, USA – sequence: 5 givenname: Daniel R surname: Murray fullname: Murray, Daniel R organization: Mental Illness Research, Education, and Clinical Center (MIRECC), VA Puget Sound Health Care System (VA Puget Sound), Seattle, Washington, USA – sequence: 6 givenname: Abigail G orcidid: 0000-0002-7039-1348 surname: Schindler fullname: Schindler, Abigail G organization: Geriatric Research, Education, and Clinical Center (GRECC), VA Puget Sound Health Care System (VA Puget Sound), Seattle, Washington, USA – sequence: 7 givenname: Todd L surname: Richards fullname: Richards, Todd L organization: Department of Radiology, University of Washington, Seattle, Washington, USA – sequence: 8 givenname: Cory orcidid: 0000-0002-0307-9450 surname: McEvoy fullname: McEvoy, Cory organization: United States Army Special Operations Command, Fort Liberty, North Carolina, USA – sequence: 9 givenname: Adam surname: Crabtree fullname: Crabtree, Adam organization: United States Army Special Operations Command, Fort Liberty, North Carolina, USA – sequence: 10 givenname: Chris surname: McNamara fullname: McNamara, Chris organization: United States Army Special Operations Command, Fort Liberty, North Carolina, USA – sequence: 11 givenname: Gary surname: Means fullname: Means, Gary organization: United States Army Special Operations Command, Fort Liberty, North Carolina, USA – sequence: 12 givenname: Peter surname: Muench fullname: Muench, Peter organization: United States Army Special Operations Command, Fort Liberty, North Carolina, USA – sequence: 13 givenname: Jacob R surname: Powell fullname: Powell, Jacob R organization: Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Stallings-Evans Sports Medicine Center, Chapel Hill, North Carolina, USA – sequence: 14 givenname: Jason P surname: Mihalik fullname: Mihalik, Jason P organization: Matthew Gfeller Center, Department of Exercise and Sport Science, The University of North Carolina at Chapel Hill, Stallings-Evans Sports Medicine Center, Chapel Hill, North Carolina, USA – sequence: 15 givenname: Ronald G surname: Thomas fullname: Thomas, Ronald G organization: Division of Biostatistics, Department of Family Medicine & Public Health, University of California San Diego, La Jolla, California, USA – sequence: 16 givenname: Murray A surname: Raskind fullname: Raskind, Murray A organization: Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA – sequence: 17 givenname: Elaine R surname: Peskind fullname: Peskind, Elaine R organization: Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA – sequence: 18 givenname: James S orcidid: 0000-0002-0225-1546 surname: Meabon fullname: Meabon, James S organization: Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, Washington, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38661540$$D View this record in MEDLINE/PubMed |
BookMark | eNo1kN1uEzEQhS1ERX_gklvkF0jqtePNmjsSGhopVauq5QahauIdp269duQf6L4xj4Hbws2M5sw5nzRzTN764JGQjw2bNqxTpx7LlDMupmzG1Rty1Eg5n6g6HJLjlB4Ya0TL5-_IoejatpEzdkT-rL2OCAl7-oM2HV39XLkSYugxPI07V3RISG_3GR6RWk_zPdINmkyvwDnbl-FZvLDOZogj_Y4ZI_hEf9t8TxcOUp5co4Nc6dXU05sIZYBsNV1EqMm1fyhx_EyvQkafLTgKiULVB9hZv6MLGwaIjxirWBHY2xoO_pV_9oS6ZPsL6dcxmeL1y-rZuAw7b18262EPNg4V_p4cGHAJP_zrJ-R2dXazPJ9sLr-tl182Ey2UyrVKZRgDrSRqYHM-U9iaFlFyo4yQW8ONEHLOTY-gUaIArkQ_60zbbXkr-An59Mrdl-2A_d0-2nrCePf_5fwvfwGI5Q |
CitedBy_id | crossref_primary_10_1001_jamanetworkopen_2024_43416 |
ContentType | Journal Article |
DBID | CGR CUY CVF ECM EIF NPM |
DOI | 10.1089/neu.2023.0429 |
DatabaseName | Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed |
DatabaseTitle | MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) |
DatabaseTitleList | MEDLINE |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | no_fulltext_linktorsrc |
EISSN | 1557-9042 |
ExternalDocumentID | 38661540 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GrantInformation_xml | – fundername: RRD VA grantid: I01 RX003087 – fundername: BLRD VA grantid: IK2 BX003258 – fundername: CSRD VA grantid: IK2 CX001787 – fundername: RRD VA grantid: I01 RX000521 – fundername: BLRD VA grantid: I01 BX004896 – fundername: RRD VA grantid: I01 RX001612 – fundername: NCI NIH HHS grantid: R50 CA211270 |
GroupedDBID | --- .GJ 0R~ 0VX 29L 34G 39C 4.4 53G 5GY 5RE 7RV 7X7 88E 8FI 8FJ AAQQT ABBKN ABIVO ABJNI ABOCM ABUWG ACGFO ACGFS ACPRK ADBBV ADFRT AENEX AFKRA AFOSN AHMBA ALIPV ALMA_UNASSIGNED_HOLDINGS AZQEC BENPR BNQNF BPHCQ BVXVI CAG CCPQU CGR COF CS3 CUY CVF DU5 DWQXO EBS ECM EIF EJD F5P FYUFA GNUQQ HMCUK IAO IER IHR IM4 IPY ITC M1P M2M MV1 NAPCQ NPM NQHIM O9- P2P PHGZM PHGZT PJZUB PPXIY PQQKQ PROAC PSQYO PSYQQ RIG RML RMSOB UE5 UKHRP XJT ZGI |
ID | FETCH-LOGICAL-c399t-c359f00ac95eca07249e6f6ee52f9f35bf2f33572fdeace5e3a293d48f68b2632 |
IngestDate | Sun Jul 20 01:30:26 EDT 2025 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 13-14 |
Keywords | FDG-PET imaging biomarker mTBI persistent post-concussive symptoms globus pallidus blast |
Language | English |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c399t-c359f00ac95eca07249e6f6ee52f9f35bf2f33572fdeace5e3a293d48f68b2632 |
ORCID | 0000-0002-0307-9450 0000-0002-0225-1546 0000-0002-7039-1348 |
OpenAccessLink | https://www.ncbi.nlm.nih.gov/pmc/articles/11339557 |
PMID | 38661540 |
ParticipantIDs | pubmed_primary_38661540 |
PublicationCentury | 2000 |
PublicationDate | 2024-07-01 |
PublicationDateYYYYMMDD | 2024-07-01 |
PublicationDate_xml | – month: 07 year: 2024 text: 2024-07-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | Journal of neurotrauma |
PublicationTitleAlternate | J Neurotrauma |
PublicationYear | 2024 |
SSID | ssj0013627 |
Score | 2.4367068 |
Snippet | Blast-related mild traumatic brain injury (blast-mTBI) can result in a spectrum of persistent symptoms leading to substantial functional impairment and reduced... |
SourceID | pubmed |
SourceType | Index Database |
StartPage | 1578 |
SubjectTerms | Adult Biomarkers - metabolism Blast Injuries - complications Blast Injuries - diagnostic imaging Blast Injuries - psychology Brain Concussion - complications Brain Concussion - diagnostic imaging Brain Concussion - psychology Cognitive Dysfunction - diagnostic imaging Cognitive Dysfunction - etiology Cognitive Dysfunction - metabolism Executive Function - physiology Female Fluorodeoxyglucose F18 Humans Male Middle Aged Positron-Emission Tomography - methods Radiopharmaceuticals Retrospective Studies Veterans |
Title | Increased [ 18 F]Fluorodeoxyglucose Uptake in the Left Pallidum in Military Veterans with Blast-Related Mild Traumatic Brain Injury: Potential as an Imaging Biomarker and Mediation with Executive Dysfunction and Cognitive Impairment |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38661540 |
Volume | 41 |
hasFullText | |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnZ1bb9MwFMetFSS0FwQa94v8wJ6qlNycuLytY2VDFO1hRZMQmpzEHoHe1CXSsk_Mx-Acu3ZvgICXqHLSJM359fjY-fscQl4FCc-FH3CPRQoGKFnGvYzJ2Iuk4GkW5szXxWAGH5PjYfz-nJ3vtPZWVEt1lXXym1-uK_kfq0Ib2BVXyf6DZd1JoQE-g31hCxaG7V_ZGP7cqCmHmHGf9doBb_f32dv-qJ6CV5TT68bq0YezSnyXVtL4QaoKIsfRqCzqMTYOdKbuedP-hNoY6LvM7GwPAuvK02o5uAIcVGAq9NrkeO1haQnwLt_wPXx00D6dVqg7wswDmPW5fTI25Y965XSMCiAj1RzowiBInL7C0bXMa6Ndaq6wh62sOPrQqZpOwF-Vc6fP2Y6jdUbOSt-Ym4aQc6MOeAcPzc13n4rLeiQaM-NrVSRLZfOgvik3Vy8NRLNYKNlMqq-lWJ0jCWOnp4UubuHXWep1_XjN8ZuMWxbwyAviFU8eMFNaaKuL8TlmaIXf1sHK8x3s0FePg0c-G2veIg6xDzPJqP68dyPjt93VIi0Y-2AxV5yBsm_GkjBd5IqFO3m9dh-75I797sYoSUdLZ_fI3YV56IFh9j7ZkZM98sPxSj_TgNP-l21WqWGVlhMKrFJklVpWsdGySi2rFEmia6ziQQV1rFLNKjWsvqGOVCquqIB2Qyp1pEIjnMKSas7vSKUrpOoDHal0SeoDMuwfnR0ee4tKI14OAXoFW9ZVvi_yLpPgutIw7spEJVKyUHVVxDIVqihiaagKCFQkk5GAMLmIuUp4hhUPHpJbk-lEPiaUw5BFqRRzMsm4UHkWQ8yfsRSLc0mRsifkkTHMxcykk7mwJnv62z3PyO6S6ufktgL_JV9AMFxlLzUdPwF8ir5Z |
linkProvider | National Library of Medicine |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Increased+%5B+18+F%5DFluorodeoxyglucose+Uptake+in+the+Left+Pallidum+in+Military+Veterans+with+Blast-Related+Mild+Traumatic+Brain+Injury%3A+Potential+as+an+Imaging+Biomarker+and+Mediation+with+Executive+Dysfunction+and+Cognitive+Impairment&rft.jtitle=Journal+of+neurotrauma&rft.au=Terry%2C+Garth&rft.au=Pagulayan%2C+Kathleen+F&rft.au=Muzi%2C+Mark&rft.au=Mayer%2C+Cynthia&rft.date=2024-07-01&rft.eissn=1557-9042&rft.volume=41&rft.issue=13-14&rft.spage=1578&rft_id=info:doi/10.1089%2Fneu.2023.0429&rft_id=info%3Apmid%2F38661540&rft_id=info%3Apmid%2F38661540&rft.externalDocID=38661540 |