{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,17]],"date-time":"2026-08-17T23:11:34Z","timestamp":1787008294723,"version":"build-2736575974"},"reference-count":53,"publisher":"SAGE Publications","issue":"21-22","license":[{"start":{"date-parts":[[2022,11,1]],"date-time":"2022-11-01T00:00:00Z","timestamp":1667260800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Neurotrauma"],"published-print":{"date-parts":[[2022,11]]},"abstract":"<jats:p>\n                    More than 75% of patients presenting to level I trauma centers in the United States with suspicion of TBI sufficient to require a clinical computed tomography scan report injury-related symptoms 3 months later. There are currently no approved treatments, and few clinical trials have evaluated possible treatments. Efficient trials will require subject inclusion and exclusion criteria that balance cost-effective recruitment with enrolling individuals with a higher chance of benefiting from the interventions. Using data from the\n                    <jats:underline>T<\/jats:underline>\n                    ransforming\n                    <jats:underline>R<\/jats:underline>\n                    esearch\n                    <jats:underline>a<\/jats:underline>\n                    nd\n                    <jats:underline>C<\/jats:underline>\n                    linical\n                    <jats:underline>K<\/jats:underline>\n                    nowledge in\n                    <jats:underline>T<\/jats:underline>\n                    raumatic\n                    <jats:underline>B<\/jats:underline>\n                    rain\n                    <jats:underline>I<\/jats:underline>\n                    njury (TRACK-TBI) study, we examined the relationship of 3-month symptoms to pre-injury, demographic, and acute characteristics as well as 2-week symptoms and blood-based biomarkers to identify and evaluate factors that may be used for sample enrichment for clinical trials. Many of the risk factors for TBI symptoms reported in the literature were supported, but the effect sizes of each were small or moderate (&lt; 0.5). The only factors with large effect sizes when predicting 3-month symptom burden were TBI-related (i.e., post-concussive) and post-traumatic stress symptom levels at 2 weeks (respective effect sizes 1.13 and 1.34). TBI severity was not significantly associated with 3-month symptom burden (\n                    <jats:italic toggle=\"yes\">p<\/jats:italic>\n                    \u2009=\u20090.37). Using simulated data to evaluate the effect of enrichment, we showed that including only people with high symptom burden at 2 weeks would permit trials to reduce the sample size by half, with minimal increase in screening, as compared with enrolling an unenriched sample. Clinical trials aimed at reducing symptoms after TBI can be efficiently conducted by enriching the included sample with people reporting a high early symptom burden.\n                  <\/jats:p>","DOI":"10.1089\/neu.2022.0113","type":"journal-article","created":{"date-parts":[[2022,6,25]],"date-time":"2022-06-25T07:03:31Z","timestamp":1656140611000},"page":"1524-1532","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":18,"title":["Risk Factors for High Symptom Burden Three Months after Traumatic Brain Injury and Implications for Clinical Trial Design: A Transforming Research and Clinical Knowledge in Traumatic Brain Injury Study"],"prefix":"10.1177","volume":"39","author":[{"given":"Nancy","family":"Temkin","sequence":"first","affiliation":[{"name":"Department of Neurological Surgery, University of Washington, Seattle, Washington, USA."},{"name":"Department of Biostatistics, University of Washington, Seattle, 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USA."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Joseph","family":"Giacino","sequence":"additional","affiliation":[{"name":"Department of Rehabilitation Medicine, Spaulding Rehabilitation Hospital, Harvard Medical School, Charlestown, Massachusetts, USA."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael A.","family":"McCrea","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA."},{"name":"Department of Neurology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sabrina R.","family":"Taylor","sequence":"additional","affiliation":[{"name":"Brain and Spinal Injury Center, San Francisco California, USA."},{"name":"Department of Neurological Surgery, University of California, San Francisco, California, 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