External validation of the TRISS, CRASH, and IMPACT prognostic models in severe traumatic brain injury in Japan.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2019
Historique:
received: 25 04 2019
accepted: 14 08 2019
entrez: 27 8 2019
pubmed: 27 8 2019
medline: 7 3 2020
Statut: epublish

Résumé

In Japan, a range of patients with traumatic brain injury (TBI) has been recorded in a nationwide database (Japan Neurotrauma Data Bank; JNTDB). This study aimed to externally validate three international prediction models using JNTDB data: Trauma and Injury Severity Score (TRISS), Corticosteroid Randomization After Significant Head Injury (CRASH), and International Mission for Prognosis and Analysis of Clinical Trials in TBI (IMPACT). We also aimed to validate the applicability of these models in the Japanese population. Of 1,091 patients registered in the JNTDB from July 2009 to June 2011, we analyzed data for 635 patients. We examined factors associated with mortality in-hospital and unfavorable outcomes 6 months after TBI by applying the TRISS, CRASH, and IMPACT models. We also conducted an external validation of these models based on these data. The patients' mean age was 60.1 ±21.1 years, and 342 were alive at the time of discharge (53.9%). Univariate analysis revealed eight major risk factors for mortality in-hospital: age, Glasgow Coma Scale (GCS), Injury Severity Score (ISS), systolic blood pressure, heart rate, mydriasis, acute epidural hematoma (AEDH), and traumatic subarachnoid hemorrhage. A similar analysis identified five risk factors for unfavorable outcomes at 6 months: age, GCS, ISS, mydriasis, and AEDH. For mortality in-hospital, the TRISS had a satisfactory area under the curve value (0.75). For unfavorable outcomes at 6 months, the CRASH (basic and computed tomography) and IMPACT (core and core extended) models had satisfactory area under the curve values (0.86, 0.86, 0.81, and 0.85, respectively). The TRISS, CRASH, and IMPACT models were suitable for application to the JNTDB population, indicating these models had high value in Japanese patients with neurotrauma.

Identifiants

pubmed: 31449548
doi: 10.1371/journal.pone.0221791
pii: PONE-D-19-11739
pmc: PMC6709937
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0221791

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Yukihiro Maeda (Y)

Department of Health Care Services Management, Nihon University School of Medicine, Tokyo, Japan.

Rie Ichikawa (R)

Department of Health Care Services Management, Nihon University School of Medicine, Tokyo, Japan.
Department of Pediatrics and Child Health, Nihon University School of Medicine, Tokyo, Japan.

Jimpei Misawa (J)

Department of Health Care Services Management, Nihon University School of Medicine, Tokyo, Japan.

Akiko Shibuya (A)

Department of Health Care Services Management, Nihon University School of Medicine, Tokyo, Japan.
Department of Nursing, Toyama Prefectural University School of Nursing, Toyama, Japan.

Teruyoshi Hishiki (T)

Department of Information Science, Faculty of Science, Toho University, Chiba, Japan.

Takeshi Maeda (T)

Department of Neurological Surgery, Nihon University School of Medicine, Tokyo, Japan.

Atsuo Yoshino (A)

Department of Neurological Surgery, Nihon University School of Medicine, Tokyo, Japan.

Yoshiaki Kondo (Y)

Department of Health Care Services Management, Nihon University School of Medicine, Tokyo, Japan.

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