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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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Masmoudi M, Gader G, Slimane A, Rkhami M, Badri M, Bahri K, Zammel I. Exploring Rare Traumatic Injuries: A Miniseries of 4 Cases Discussing Epidural Hematomas Bridging the Infratentorial and Supratentorial Regions. Korean J Neurotrauma 2023; 19:487-495. [PMID: 38222834 PMCID: PMC10782101 DOI: 10.13004/kjnt.2023.19.e60] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/16/2023] [Accepted: 11/18/2023] [Indexed: 01/16/2024] Open
Abstract
Supratentorial-infratentorial epidural hematomas (SIEH) are a rare occurrence following traumatic head injuries, representing only 2% of traumatic epidural hematomas. Given the unique anatomical characteristics of the infratentorial region, mainly its small size, surgical intervention is commonly undertaken to alleviate the pressure on the posterior fossa components. Consequently, there is ongoing debate surrounding the optimal surgical approaches.In this report, we present four cases of SIEH that were treated surgically. Furthermore, we conduct a comprehensive review of existing literature, encompassing clinical, radiological, and therapeutic aspects associated with this condition.SIEH are uncommon post-traumatic lesions that require urgent and individualized management on a case-by-case basis, as guided by multiplanar cerebral computed tomography scan findings. Preoperative planning is essential; however, intraoperative exploration and identification of transverse sinus and torcula lesions are crucial for optimal patient care. The surgical approach may be modified intraoperatively based on the nature and extent of these lesions. In all cases, prompt hematoma evacuation and meticulous hemostasis are the two primary objectives of this surgery.
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Affiliation(s)
- Mourad Masmoudi
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
| | - Ghassen Gader
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
| | - Abdelhafidh Slimane
- Department of Neurosurgery, National Institute of Neurology, Faculty of Medicine of Tunis, University Tunis-El Manar, Tunis, Tunisia
| | - Mouna Rkhami
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
| | - Mohamed Badri
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
| | - Kamel Bahri
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
| | - Ihsèn Zammel
- Department of Neurosurgery, Trauma and Burns Center, Faculty of Medicine of Tunis, University Tunis-El Manar, Ben Arous, Tunisia
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