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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
Clinical Manifestations
Jesse Mez1, Brigid Dwyer1, Michael L Alosco1
1Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA.
Background:
Validity of the 2021 NINDS Traumatic Encephalopathy Syndrome (TES) criteria, proposed to diagnose chronic traumatic encephalopathy (CTE) in life, has not been assessed.
Methods:
Brain donors were selected across 6 brain banks (15+ donors each), 9 repetitive head impact (RHI)/traumatic brain injury (TBI) groups (15+ donors each): college or professional American football; less than college football; college or professional contact sports, not football; less than college contact sports, not football; military combat, no contact sports; military combat and contact sports, concussion with loss of consciousness, no RHI; moderate to severe TBI, no RHI; no RHI/TBI; and 5 age groups (25+ donors each): 20-34; 35-49; 50-64; 65-79; 80+. Blinded to clinical information, neuropathologists applied NINDS/NIBIB CTE neuropathological criteria and staging (I-IV). Blinded to neuropathological information, clinicians interviewed informants and reviewed medical records, and an expert panel adjudicated TES diagnoses, including provisional levels of CTE certainty (suggestive/possible/probable). Clinical and neuropathological diagnoses were a priori dichotomized for primary and age-stratified analyses: TES with possible/probable CTE vs. no TES/TES with suggestive CTE; CTE stages II-IV vs. no CTE/stage I CTE.
Results:
Among 193 brain donors [men: 153 (79.3%), mean age: 66.4 (SD:22.0), white race: 158 (81.9%)], 57 (29.5%) donors met clinical criteria for TES with possible/probable CTE and 42 (21.8%) donors met neuropathological criteria for CTE stages II-IV. Using neuropathological diagnosis as the gold-standard, TES criteria sensitivity, specificity, positive likelihood ratio (LR) and negative LR were overall: 0.79, 0.84, 4.9, 0.25; age 50: 0.93, 0.90, 9.6, 0.07; age <50: 0.42, 0.66, 1.22, 0.89. Twenty-four donors who met clinical but not neuropathological criteria (false-positives), had stage I CTE (5) or other pathologies including vascular disease (11), Alzheimer's disease (9), Lewy body disease (2), motor neuron disease (2) and limbic predominant age-related TDP43 encephalopathy (1). Nine donors who met neuropathological but not clinical criteria (false-negatives) had TES with suggestive CTE (3), another etiology fully explain the syndrome (4), insufficient RHI exposure (1) or inconclusive course (1).
Conclusion:
The 2021 TES criteria were sensitive and specific for CTE pathology across a range of RHI/TBI exposures, particularly above age 50, raising optimism for use in clinical care.
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