Comparing blood biomarkers to clinical decision rules to select patients suspected of traumatic brain injury for head computed tomography

Author:

Li Ying1,Ding Victoria Y2,Chen Hui1,Zhu Guangming1,Jiang Bin1,Boothroyd Derek2,Rezaii Paymon G1ORCID,Bet Anthony M1,Paulino Amy D3,Weber Art3,Glushakova Olena Y4,Hayes Ronald L4,Wintermark Max1ORCID

Affiliation:

1. Department of Radiology, Neuroradiology Division, Stanford University, Stanford, CA, USA

2. Quantitative Sciences Unit, Department of Medicine, Stanford University, Stanford, CA, USA

3. Banyan Biomarkers Inc., San Diego, CA, USA

4. Department of Neurosurgery, Virginia Commonwealth University, Richmond, VA, USA

Abstract

Introduction Traumatic brain injury (TBI) is a major public health concern in the U.S. Recommendations for patients admitted in the emergency department (ED) to receive head computed tomography (CT) scan are currently guided by various clinical decision rules. Objective To compare how a blood biomarker approach compares with clinical decision rules in terms of predicting a positive head CT in adult patients suspected of TBI. Methods We retrospectively identified patients transported to our emergency department and underwent a noncontrast head CT due to suspicion of TBI and who had blood samples available. Published thresholds for serum and plasma glial fibrillary acidic protein (GFAP), ubiquitin carboxyl-terminal hydrolase-L1 (UCH-L1), and serum S100β were used to make CT recommendations. These blood biomarker-based recommendations were compared to those achieved under widely used clinical head CT decision rules (Canadian, New Orleans, NEXUS II, and ACEP Clinical Policy). Results Our study included 463 patients, of which 122 (26.3%) had one or more abnormalities presenting on head CT. Individual blood biomarkers achieved high negative predictive value (NPV) for abnormal head CT findings (88%–98%), although positive predictive value (PPV) was consistently low (25%–42%). A composite biomarker-based decision rule (GFAP+UCH-L1)’s NPV of 100% and PPV of 29% were comparable or better than those achieved under the clinical decision rules. Conclusion Blood biomarkers perform at least as well as clinical rules in terms of selecting TBI patients for head CT and may be easier to implement in the clinical setting. A prospective study is necessary to validate this approach.

Publisher

SAGE Publications

Subject

Neurology (clinical),Radiology, Nuclear Medicine and imaging,General Medicine

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Traumatic brain injury;Neurological and Neurosurgical Emergencies;2024

2. Blood Biomarkers: A New Solution to the Silent Pandemic of Traumatic Brain Injury;Biomarkers in Medicine;2023-10

3. Adaptive Disentangled Transformer for Sequential Recommendation;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

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