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Wang H, Liu Y, Yuan J, Wang Y, Yuan Y, Liu Y, Ren X, Zhou J. Development and validation of a nomogram for predicting mortality in patients with acute severe traumatic brain injury: A retrospective analysis. Neurol Sci 2024; 45:4931-4956. [PMID: 38722502 DOI: 10.1007/s10072-024-07572-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 04/29/2024] [Indexed: 09/25/2024]
Abstract
BACKGROUND Recent evidence links the prognosis of traumatic brain injury (TBI) to various factors, including baseline clinical characteristics, TBI specifics, and neuroimaging outcomes. This study focuses on identifying risk factors for short-term survival in severe traumatic brain injury (sTBI) cases and developing a prognostic model. METHODS Analyzing 430 acute sTBI patients from January 2018 to December 2023 at the 904th Hospital's Neurosurgery Department, this retrospective case-control study separated patients into survival outcomes: 288 deceased and 142 survivors. It evaluated baseline, clinical, hematological, and radiological data to identify risk and protective factors through univariate and Lasso regression. A multivariate model was then formulated to pinpoint independent prognostic factors, assessing their relationships via Spearman's correlation. The model's accuracy was gauged using the Receiver Operating Characteristic (ROC) curve, with additional statistical analyses for quantitative factors and model effectiveness. Internal validation employed ROC, calibration curves, Decision Curve Analysis (DCA), and Clinical Impact Curves (CIC) to assess model discrimination, utility, and accuracy. The International Mission for Prognosis and Analysis of Clinical Trials in TBI (IMPACT) and Corticosteroid Randomization After Significant Head injury (CRASH) models were also compared through multivariate regression. RESULTS Factors like unilateral and bilateral pupillary non-reactivity at admission, the derived neutrophil to lymphocyte ratio (dNLR), platelet to lymphocyte ratio (PLR), D-dimer to fibrinogen ratio (DFR), infratentorial hematoma, and Helsinki CT score were identified as independent risk factors (OR > 1), whereas serum albumin emerged as a protective factor (OR < 1). The model showed superior predictive performance with an AUC of 0.955 and surpassed both IMPACT and CRASH models in predictive accuracy. Internal validation confirmed the model's high discriminative capability, clinical relevance, and effectiveness. CONCLUSIONS Short-term survival in sTBI is significantly influenced by factors such as pupillary response, dNLR, PLR, DFR, serum albumin levels, infratentorial hematoma occurrence, and Helsinki CT scores at admission. The developed nomogram accurately predicts sTBI outcomes, offering significant clinical utility.
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Affiliation(s)
- Haosheng Wang
- Wuxi Clinical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- The Fifth Clinical Medical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- Department of Neurosurgery, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China
| | - Yehong Liu
- Department of Cardiology, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China
| | - Jun Yuan
- Wuxi Clinical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- The Fifth Clinical Medical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- Department of Neurosurgery, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China
| | - Yuhai Wang
- Wuxi Clinical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- The Fifth Clinical Medical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- Department of Neurosurgery, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China
| | - Ying Yuan
- Institute of Dermatology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province, 230022, China
| | - Yuanyuan Liu
- Department of Neurosurgery, The Lu' an Hospital Affiliated to Anhui Medical University, Lu'an, Anhui Province, 237000, China
| | - Xu Ren
- Wuxi Clinical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- The Fifth Clinical Medical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China
- Department of Neurosurgery, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China
| | - Jinxu Zhou
- Wuxi Clinical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China.
- The Fifth Clinical Medical College of Anhui Medical University, Wuxi, Jiangsu Province, 214000, China.
- Department of Neurosurgery, The 904th Hospital of Joint Logistic Support Force of PLA, Wuxi, Jiangsu Province, 214000, China.
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Dong JF, Zhang F, Zhang J. Detecting traumatic brain injury-induced coagulopathy: What we are testing and what we are not. J Trauma Acute Care Surg 2023; 94:S50-S55. [PMID: 35838367 PMCID: PMC9805481 DOI: 10.1097/ta.0000000000003748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
ABSTRACT Coagulopathy after traumatic brain injury (TBI) is common and has been closely associated with poor clinical outcomes for the affected patients. Traumatic brain injury-induced coagulopathy (TBI-IC) is consumptive in nature and evolves rapidly from an injury-induced hypercoagulable state. Traumatic brain injury-induced coagulopathy defined by laboratory tests is significantly more frequent than clinical coagulopathy, which often manifests as secondary, recurrent, or delayed intracranial or intracerebral hemorrhage. This disparity between laboratory and clinical coagulopathies has hindered progress in understanding the pathogenesis of TBI-IC and developing more accurate and predictive tests for this severe TBI complication. In this review, we discuss laboratory tests used in clinical and research studies to define TBI-IC, with specific emphasis on what the tests detect and what they do not. We also offer perspective on developing more accurate and predictive tests for this severe TBI complication.
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Affiliation(s)
- Jing-fei Dong
- Bloodworks Research Institute, Seattle, WA, USA
- Division of Hematology, Department of Medicine, University of Washington, School of Medicine, Seattle, WA, USA
| | - Fangyi Zhang
- Department of Neurological Surgery, University of Washington School of Medicine, Seattle, WA, USA
| | - Jianning Zhang
- Tianjin Institute of Neurology, Tianjin, China
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
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NAKAE R, MURAI Y, TAKAYAMA Y, NAMATAME K, MATSUMOTO Y, KANAYA T, FUJIKI Y, ONDA H, SUZUKI G, KANEKO J, ARAKI T, NAOE Y, SATO H, UNEMOTO K, MORITA A, YOKOTA H, YOKOBORI S. Neurointensive Care of Traumatic Brain Injury Patients Based on Coagulation and Fibrinolytic Parameter Monitoring. Neurol Med Chir (Tokyo) 2022; 62:535-541. [PMID: 36223950 PMCID: PMC9831625 DOI: 10.2176/jns-nmc.2022-0226] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Coagulopathy, a common complication of traumatic brain injury (TBI), is characterized by a hypercoagulable state developing immediately after injury, with hyperfibrinolysis and bleeding tendency peaking 3 h after injury, followed by fibrinolysis shutdown. Reflecting this timeframe, the coagulation factor fibrinogen is first consumed and then degraded after TBI, its concentration rapidly decreasing by 3 h post-TBI. The fibrinolytic marker D-dimer reaches its maximum concentration at the same time. Hyperfibrinolysis in the acute phase of TBI is associated with poor prognosis via hematoma expansion. In the acute phase, the coagulation and fibrinolysis parameters must be monitored to determine the treatment strategy. The combination of D-dimer plasma level at admission and the level of consciousness upon arrival at the hospital can be used to predict the patients who will "talk and deteriorate." Fibrinogen and D-dimer levels should determine case selection and the amount of fresh frozen plasma required for transfusion. Surgery around 3 h after injury, when fibrinolysis and bleeding diathesis peak, should be avoided if possible. In recent years, attempts have been made to estimate the time of injury from the time course of coagulation and fibrinolysis parameter levels, which has been particularly useful in some cases of pediatric abusive head trauma patients.
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Affiliation(s)
- Ryuta NAKAE
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Yasuo MURAI
- Department of Neurological Surgery, Nippon Medical School Hospital, Tokyo, Japan
| | - Yasuhiro TAKAYAMA
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Kaoru NAMATAME
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Yoshiyuki MATSUMOTO
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Takahiro KANAYA
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Yu FUJIKI
- Emergency and Critical Care Center, Kawaguchi Municipal Medical Center, Kawaguchi, Saitama, Japan
| | - Hidetaka ONDA
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Go SUZUKI
- Emergency and Critical Care Center, Kawaguchi Municipal Medical Center, Kawaguchi, Saitama, Japan
| | - Junya KANEKO
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Takashi ARAKI
- Department of Traumatology, Saitama Children's Medical Center, Saitama, Saitama, Japan
| | - Yasutaka NAOE
- Emergency and Critical Care Center, Kawaguchi Municipal Medical Center, Kawaguchi, Saitama, Japan
| | - Hidetaka SATO
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Kyoko UNEMOTO
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
| | - Akio MORITA
- Department of Neurological Surgery, Nippon Medical School Hospital, Tokyo, Japan
| | - Hiroyuki YOKOTA
- Graduate School of Medical and Health Science, Nippon Sport Science University, Yokohama, Kanagawa, Japan
| | - Shoji YOKOBORI
- Department of Emergency and Critical Care Medicine, Nippon Medical School, Tokyo, Japan
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NAKAE R, MURAI Y, MORITA A, YOKOBORI S. Coagulopathy and Traumatic Brain Injury: Overview of New Diagnostic and Therapeutic Strategies. Neurol Med Chir (Tokyo) 2022; 62:261-269. [PMID: 35466118 PMCID: PMC9259082 DOI: 10.2176/jns-nmc.2022-0018] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Coagulopathy is a common sequela of traumatic brain injury. Consumptive coagulopathy and secondary hyperfibrinolysis are associated with hypercoagulability. In addition, fibrinolytic pathways are hyperactivated as a result of vascular endothelial cell damage in the injured brain. Coagulation and fibrinolytic parameters change dynamically to reflect these pathologies. Fibrinogen is consumed and degraded after injury, with fibrinogen concentrations at their lowest 3-6 h after injury. Hypercoagulability causes increased fibrinolytic activity, and plasma levels of D-dimer increase immediately after traumatic brain injury, reaching a maximum at 3 h. Owing to disseminated intravascular coagulation in the presence of fibrinolysis, the bleeding tendency is highest within the first 3 h after injury, and often a condition called “talk and deteriorate” occurs. In neurointensive care, it is necessary to measure coagulation and fibrinolytic parameters such as fibrinogen and D-dimer routinely to predict and prevent the development of coagulopathy and its negative outcomes. Currently, the only evidence-based treatment for traumatic brain injury with coagulopathy is tranexamic acid in the subset of patients with mild-to-moderate traumatic brain injury. Coagulation and fibrinolytic parameters should be closely monitored, and treatment should be considered on a patient-by-patient basis.
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Affiliation(s)
- Ryuta NAKAE
- Department of Emergency and Critical Care Medicine, Nippon Medical School Hospital
| | - Yasuo MURAI
- Department of Neurological Surgery, Nippon Medical School Hospital
| | - Akio MORITA
- Department of Neurological Surgery, Nippon Medical School Hospital
| | - Shoji YOKOBORI
- Department of Emergency and Critical Care Medicine, Nippon Medical School Hospital
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