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Tsakiris C, Siempis T, Lianos GD, Vlachodimitropoulou L, Voulgaris S, Alexiou GA. Blood biomarkers: a new solution to the silent pandemic of traumatic brain injury. Biomark Med 2023; 17:783-785. [PMID: 38223950 DOI: 10.2217/bmm-2023-0444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2024] Open
Affiliation(s)
- Charalampos Tsakiris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45110, Greece
| | - Timoleon Siempis
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45110, Greece
| | - Georgios D Lianos
- Department of Surgery, University Hospital of Ioannina, Ioannina, 45110, Greece
| | | | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45110, Greece
| | - George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45110, Greece
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Nguyen A, Nguyen A, Hsu TI, Lew HD, Gupta N, Nguyen B, Mandavalli A, Diaz MJ, Lucke-Wold B. Neutrophil to Lymphocyte Ratio as a Predictor of Postoperative Outcomes in Traumatic Brain Injury: A Systematic Review and Meta-Analysis. Diseases 2023; 11:diseases11010051. [PMID: 36975600 PMCID: PMC10047119 DOI: 10.3390/diseases11010051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 03/05/2023] [Accepted: 03/10/2023] [Indexed: 03/17/2023] Open
Abstract
(1) Introduction: Traumatic brain injury (TBI) is a leading cause of injury and mortality worldwide, carrying an estimated cost of $38 billion in the United States alone. Neutrophil to lymphocyte ratio (NLR) has been investigated as a standardized biomarker that can be used to predict outcomes of TBI. The aim of this review was to determine the prognostic utility of NLR among patients admitted for TBI. (2) Methods: A literature search was conducted in PubMed, Scopus, and Web of Science in November 2022 to retrieve articles regarding the use of neutrophil to lymphocyte ratio (NLR) as a prognostic measure in traumatic brain injury (TBI) patients. Inclusion criteria included studies reporting outcomes of TBI patients with associated NLR values. Exclusion criteria were studies reporting only non-primary data, those insufficiently disaggregated to extract NLR data, and non-English or cadaveric studies. The Newcastle-Ottawa Scale was utilized to assess for the presence of bias in included studies. (3) Results: Following the final study selection 19 articles were included for quantitative and qualitative analysis. The average age was 46.25 years. Of the 7750 patients, 73% were male. Average GCS at presentation was 10.51. There was no significant difference in the NLR between surgical vs. non-surgical cohorts (SMD 2.41 95% CI −1.82 to 6.63, p = 0.264). There was no significant difference in the NLR between bleeding vs. non-bleeding cohorts (SMD 4.84 95% CI −0.26 to 9.93, p = 0.0627). There was a significant increase in the NLR between favorable vs. non-favorable cohorts (SMD 1.31 95% CI 0.33 to 2.29, p = 0.0090). (4) Conclusions: Our study found that NLR was only significantly predictive for adverse outcomes in TBI patients and not surgical treatment or intracranial hemorrhage, making it nonetheless an affordable alternative for physicians to assess patient prognosis.
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Affiliation(s)
- Andrew Nguyen
- College of Medicine, University of Florida, Gainesville, FL 32601, USA
| | - Alexander Nguyen
- College of Medicine, University of Florida, Gainesville, FL 32601, USA
| | - Timothy I. Hsu
- School of Medicine, University of California, Irvine, CA 92617, USA
| | - Harrison D. Lew
- College of Medicine, University of Florida, Gainesville, FL 32601, USA
| | - Nithin Gupta
- School of Medicine, Campbell University, Lillington, NC 27546, USA
| | - Brandon Nguyen
- Alix School of Medicine, Mayo Clinic, Scottsdale, AZ 85054, USA
| | - Akhil Mandavalli
- College of Medicine, University of Florida, Gainesville, FL 32601, USA
| | - Michael J. Diaz
- College of Medicine, University of Florida, Gainesville, FL 32601, USA
- Correspondence:
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, FL 32608, USA
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Mosa DT, Mahmoud A, Zaki J, Sorour SE, El-Sappagh S, Abuhmed T. Henry gas solubility optimization double machine learning classifier for neurosurgical patients. PLoS One 2023; 18:e0285455. [PMID: 37167226 PMCID: PMC10174516 DOI: 10.1371/journal.pone.0285455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/24/2023] [Indexed: 05/13/2023] Open
Abstract
This study aims to predict head trauma outcome for Neurosurgical patients in children, adults, and elderly people. As Machine Learning (ML) algorithms are helpful in healthcare field, a comparative study of various ML techniques is developed. Several algorithms are utilized such as k-nearest neighbor, Random Forest (RF), C4.5, Artificial Neural Network, and Support Vector Machine (SVM). Their performance is assessed using anonymous patients' data. Then, a proposed double classifier based on Henry Gas Solubility Optimization (HGSO) is developed with Aquila optimizer (AQO). It is implemented for feature selection to classify patients' outcome status into four states. Those are mortality, morbidity, improved, or the same. The double classifiers are evaluated via various performance metrics including recall, precision, F-measure, accuracy, and sensitivity. Another contribution of this research is the original use of hybrid technique based on RF-SVM and HGSO to predict patient outcome status with high accuracy. It determines outcome status relationship with age and mode of trauma. The algorithm is tested on more than 1000 anonymous patients' data taken from a Neurosurgical unit of Mansoura International Hospital, Egypt. Experimental results show that the proposed method has the highest accuracy of 99.2% (with population size = 30) compared with other classifiers.
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Affiliation(s)
- Diana T Mosa
- Department of Information Systems, Faculty of Computers and Information, Kafrelsheikh University, Kafr El-Shaikh, Egypt
| | - Amena Mahmoud
- Department of Computer Sciences, Faculty of Computers and Information, Kafrelsheikh University, Kafr El-Shaikh, Egypt
| | - John Zaki
- Department of Computer and Systems, Faculty of Engineering, Mansoura University, Mansoura, Egypt
| | - Shaymaa E Sorour
- Preparation- Computer Science and Education, Faculty of Specific Education, Kafrelsheikh University, Kafr El-Shaikh, Egypt
| | - Shaker El-Sappagh
- Faculty of Computer Science and Engineering, Galala University, Suez, Egypt
- Faculty of Computers & Artificial Intelligence, Benha University, Banha, Egypt
- College of computing and informatics, Sungkyunkwan University, Seoul, Republic of Korea
| | - Tamer Abuhmed
- College of computing and informatics, Sungkyunkwan University, Seoul, Republic of Korea
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High Neutrophil-to-Lymphocyte Ratio Facilitates Cancer Growth-Currently Marketed Drugs Tadalafil, Isotretinoin, Colchicine, and Omega-3 to Reduce It: The TICO Regimen. Cancers (Basel) 2022; 14:cancers14194965. [PMID: 36230888 PMCID: PMC9564173 DOI: 10.3390/cancers14194965] [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: 09/07/2022] [Revised: 10/03/2022] [Accepted: 10/03/2022] [Indexed: 11/22/2022] Open
Abstract
Simple Summary Several elements that are composed of, or related to, neutrophils, have been shown to inhibit strong immune responses to cancer and promote cancers’ growth. This paper presents the collected data showing these elements and how their coordinated actions as an ensemble facilitate growth in the common cancers. The paper goes on to present a drug regimen, TICO, designed to reduce the cancer growth enhancing effects of the neutrophil related elements. TICO uses four already marketed, readily available generic drugs, repurposed to inhibit neutrophil centered growth facilitation of cancer. Abstract This paper presents remarkably uniform data showing that higher NLR is a robust prognostic indicator of shorter overall survival across the common metastatic cancers. Myeloid derived suppressor cells, the NLRP3 inflammasome, neutrophil extracellular traps, and absolute neutrophil count tend to all be directly related to the NLR. They, individually and as an ensemble, contribute to cancer growth and metastasis. The multidrug regimen presented in this paper, TICO, was designed to decrease the NLR with potential to also reduce the other neutrophil related elements favoring malignant growth. TICO is comprised of already marketed generic drugs: the phosphodiesterase 5 inhibitor tadalafil, used to treat inadequate erections; isotretinoin, the retinoid used for acne treatment; colchicine, a standard gout (podagra) treatment; and the common fish oil supplement omega-3 polyunsaturated fatty acids. These individually impose low side effect burdens. The drugs of TICO are old, cheap, well known, and available worldwide. They all have evidence of lowering the NLR or the growth contributing elements related to the NLR when clinically used in general medicine as reviewed in this paper.
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Mishra RK, Galwankar S, Gerber J, Jain A, Yunus M, Cincu R, Moscote-Salazar LR, Quiñones-Ossa GA, Agrawal A. Neutrophil-lymphocyte ratio as a predictor of outcome following traumatic brain injury: Systematic review and meta-analysis. J Neurosci Rural Pract 2022; 13:618-635. [PMID: 36743744 PMCID: PMC9893942 DOI: 10.25259/jnrp-2022-4-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 09/21/2022] [Indexed: 12/14/2022] Open
Abstract
Objectives The neutrophil-to-lymphocyte ratio (NLR) is a simple and routinely performed hematological parameter; however, studies on NLR as a prognostic tool in traumatic brain injury (TBI) have yielded contradictory results. Materials and Methods This systematic review and meta-analysis was conducted according to the Preferred Reporting Items in the Systematic Review and Meta-Analysis guidelines 2020. Electronic databases of PubMed, Cochrane Library, Web of Science, and Scopus were searched. The population consisted of TBI patients in the absence of moderate and severe extracranial injury. Day 1 NLR was taken for the analysis. The outcomes evaluated were mortality and the Glasgow Outcome Scale (GOS). No restrictions were placed on the language, year and country of publication, and duration of follow-up. Animal studies were excluded from the study. Studies, where inadequate data were reported for the outcomes, were included in the qualitative synthesis but excluded from the quantitative synthesis. Study quality was evaluated using the Newcastle-Ottawa scale (NOS). The risk of bias was estimated using the Cochrane RoBANS risk of bias tool. Results We retrieved 7213 citations using the search strategy and 2097 citations were excluded based on the screening of the title and abstract. Full text was retrieved for 40 articles and subjected to the eligibility criteria, of which 28 were excluded from the study. Twelve studies were eligible for the synthesis of the systematic review while seven studies qualified for the meta-analysis. The median score of the articles was 8/9 as per NOS. The risk of selection bias was low in all the studies while the risk of detection bias was high in all except one study. Ten studies were conducted on adult patients, while two studies reported pediatric TBI. A meta-analysis for GOS showed that high NLR predicted unfavorable outcomes at ≥6 months with a mean difference of -5.18 (95% confidence interval: -10.04, -0.32); P = 0.04; heterogeneity (I2), being 98%. The effect estimates for NLR and mortality were a mean difference of -3.22 (95% confidence interval: -7.12, 0.68), P = 0.11, and an I2 of 85%. Meta-analysis for Area under the curve (AUC) receiver operating characteristic of the included studies showed good predictive power of NLR in predicting outcomes following TBI with AUC 0.706 (95% CI: 0.582-0.829). Conclusion A higher admission NLR predicts an increased mortality risk and unfavorable outcomes following TBI. However, future research will likely address the existing gaps.
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Affiliation(s)
- Rakesh Kumar Mishra
- Department of Neurosurgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, Uttar Pradesh, India
| | - Sagar Galwankar
- Department of Global Health, University of South Florida, Tampa, Florida, United States
| | - Joel Gerber
- Department of Emergency Medicine, University of South Florida, Tampa, Florida, United States
| | - Anuj Jain
- Department of Anesthesia, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Md. Yunus
- Department of Trauma and Emergency Medicine, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Rafael Cincu
- Department of Neurosurgery, Valencia General Hospital, Valencia, Spain
| | | | | | - Amit Agrawal
- Department of Neurosurgery, All India Institute of Medical Sciences, Bhopal, Madhya Pradesh, India
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Vlachos N, Lampros MG, Lianos GD, Voulgaris S, Alexiou GA. Blood biomarkers for predicting coagulopathy occurrence in patients with traumatic brain injury: a systematic review. Biomark Med 2022; 16:935-945. [PMID: 35833883 DOI: 10.2217/bmm-2022-0294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Purpose: The occurrence of coagulopathy in patients with traumatic brain injury (TBI) is related to severe complications. The authors performed the first systematic review to investigate whether biomarkers can predict the occurrence of hypocoagulopathy or progressive hemorrhagic injury in patients with TBI. Methods: The authors included studies that performed a receiver operating characteristics analysis for the biomarker and provided a clear value along with the respective sensitivity and specificity. Additionally, they attempted to classify each biomarker, taking into account its physiological role. Results: Twelve studies were included. All biomarkers were protein molecules, except in one study that examined the prognostic role of glucose. Copeptin had the highest sensitivity, and S100A12 had the highest specificity in predicting coagulopathy, while IL-33 had the highest sensitivity and GALECTIN-3 had the highest specificity in predicting progressive hemorrhagic injury. Conclusion: The study of the role of biomarkers in predicting the occurrence of coagulopathy in patients with TBI remains in its infancy.
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Affiliation(s)
- Nikolaos Vlachos
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45500, Greece
| | - Marios G Lampros
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45500, Greece
| | - Georgios D Lianos
- Department of Surgery, University of Ioannina, Ioannina, 45500, Greece
| | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45500, Greece
| | - George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, 45500, Greece
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Neutrophil-to-lymphocyte ratio to predict clinical outcomes of children with traumatic brain injury. Injury 2022; 53:2689. [PMID: 35613964 DOI: 10.1016/j.injury.2022.05.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Revised: 04/30/2022] [Accepted: 05/08/2022] [Indexed: 02/02/2023]
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Ge X, Zhu L, Li M, Li W, Chen F, Li Y, Zhang J, Lei P. A Novel Blood Inflammatory Indicator for Predicting Deterioration Risk of Mild Traumatic Brain Injury. Front Aging Neurosci 2022; 14:878484. [PMID: 35557838 PMCID: PMC9087837 DOI: 10.3389/fnagi.2022.878484] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 03/18/2022] [Indexed: 12/29/2022] Open
Abstract
Mild traumatic brain injury (mTBI) has a relatively higher incidence in aging people due to walking problems. Cranial computed tomography and magnetic resonance imaging provide the standard diagnostic tool to identify intracranial complications in patients with mTBI. However, it is still necessary to further explore blood biomarkers for evaluating the deterioration risk at the early stage of mTBI to improve medical decision-making in the emergency department. The activation of the inflammatory response is one of the main pathological mechanisms leading to unfavorable outcomes of mTBI. As complete blood count (CBC) analysis is the most extensively used laboratory test in practice, we extracted clinical data of 994 patients with mTBI from two large clinical cohorts (MIMIC-IV and eICU-CRD) and selected inflammation-related indicators from CBC analysis to investigate their relationship with the deterioration after mTBI. The combinatorial indices neutrophil-to-lymphocyte ratio (NLR), red cell distribution width-to-platelet ratio (RPR), and NLR times RPR (NLTRP) were supposed to be potential risk predictors, and the data from the above cohorts were integratively analyzed using our previously reported method named MeDICS. We found that NLR, RPR, and NLTRP levels were higher among deteriorated patients than non-deteriorated patients with mTBI. Besides, high NLTRP was associated with increased deterioration risk, with the odds ratio increasing from NLTRP of 1–2 (2.69, 1.48–4.89) to > 2 (4.44, 1.51–13.08), using NLTRP of 0–1 as the reference. NLTRP had a moderately good prognostic performance with an area under the ROC curve of 0.7554 and a higher prediction value than both NLR and RPR, indicated by the integrated discrimination improvement index. The decision curve analysis also showed greater clinical benefits of NLTRP than NLR and RPR in a large range of threshold probabilities. Subgroup analysis further suggested that NLTRP is an independent risk factor for the deterioration after mTBI. In addition, in vivo experiments confirmed the association between NLTRP and neural/systemic inflammatory response after mTBI, which emphasized the importance of controlling inflammation in clinical treatment. Consequently, NLTRP is a promising biomarker for the deterioration risk of mTBI. It can be used in resource-limited settings, thus being proposed as a routinely available tool at all levels of the medical system.
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Affiliation(s)
- Xintong Ge
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Geriatrics Institute, Tianjin, China
| | - Luoyun Zhu
- Department of Medical Examination, Tianjin Medical University General Hospital, Tianjin, China
- Key Laboratory of Immune Microenvironment and Disease, Department of Pathogen Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Meimei Li
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Geriatrics Institute, Tianjin, China
| | - Wenzhu Li
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Geriatrics Institute, Tianjin, China
| | - Fanglian Chen
- Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Key Laboratory of Post-trauma Neuro-repair and Regeneration in Central Nervous System, Tianjin Neurological Institute, Tianjin, China
| | - Yongmei Li
- Key Laboratory of Immune Microenvironment and Disease, Department of Pathogen Biology, School of Basic Medical Sciences, Tianjin Medical University, Tianjin, China
| | - Jianning Zhang
- Key Laboratory of Injuries, Variations and Regeneration of Nervous System, Key Laboratory of Post-trauma Neuro-repair and Regeneration in Central Nervous System, Tianjin Neurological Institute, Tianjin, China
- Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China
| | - Ping Lei
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin, China
- Tianjin Geriatrics Institute, Tianjin, China
- *Correspondence: Ping Lei,
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Alexiou GA, Tzima A, Lianos GD, Lampros M, Sotiropoulos A, Rizos D, Ygropoulou O, Zika J, Alexiou ES, Voulgaris S. Neutrophil to lymphocyte ratio in the prediction of coagulopathy in traumatic brain injury. Biomark Med 2022; 16:163-168. [PMID: 35081739 DOI: 10.2217/bmm-2021-0582] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Aim: Traumatic brain injury (TBI) is a public health issue of increasing incidence. Coagulopathy after TBI is a frequent event, associated with a poor prognosis, and biomarkers that could predict coagulopathy occurrence are needed. The neutrophil-to-lymphocyte ratio (NLR) is useful as a cost-effective biomarker to assess prognosis and the need for cranial computed tomography in patients with mild TBI. As no study has yet evaluated the association of NLR with coagulopathy, we investigated whether the NLR at presentation could predict coagulopathy occurrence after TBI. Materials & methods: A retrospective study was conducted of patients aged >18 years who attended the emergency department (ED) with TBI, over a 3-year period. We included all patients for whom the NLR at presentation was available, and who underwent a brain CT scan. Results: The study included 173 patients (mean age 57.4 ± 21.1 years) with TBI, the most frequent cause of which was a fall. According to the Glasgow Coma Scale, 37 patients had severe TBI, 19 moderate and 117 mild TBI and 40 patients (23.1%) developed coagulopathy. Their mean NLR was 7.5 ± 6.7. Using receiver operating characteristic curve analysis, a cut-off value of 4.2 for NLR had 87.5% sensitivity and 52.9% specificity for predicting coagulopathy occurrence. Conclusion: Coagulopathy occurs frequently after TBI. This study investigated the value of NLR as a biomarker to predict coagulopathy occurrence, and concluded that NLR might be a novel and inexpensive biomarker for decision making in the management of TBI. Combination of NLR with other low-cost biomarkers and the clinical findings might further increase accuracy in the prediction of coagulopathy.
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Affiliation(s)
- George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | - Aggeliki Tzima
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | - Georgios D Lianos
- Department of Surgery, University Hospital of Ioannina, Ioannina, Greece
| | - Marios Lampros
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | | | - Dimitrios Rizos
- Department of Intensive Care Unit, 'Hatzikosta General Hospital', Ioannina, Greece
| | - Olga Ygropoulou
- Department of Intensive Care Unit, 'Hatzikosta General Hospital', Ioannina, Greece
| | - Jiolanda Zika
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | | | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
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Siwicka-Gieroba D, Dabrowski W. Credibility of the Neutrophil-to-Lymphocyte Count Ratio in Severe Traumatic Brain Injury. Life (Basel) 2021; 11:life11121352. [PMID: 34947883 PMCID: PMC8706648 DOI: 10.3390/life11121352] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2021] [Revised: 12/01/2021] [Accepted: 12/03/2021] [Indexed: 02/07/2023] Open
Abstract
Traumatic brain injury (TBI) is one of the leading causes of morbidity and mortality worldwide. The consequences of a TBI generate the activation and accumulation of inflammatory cells. The peak number of neutrophils entering into an injured brain is observed after 24 h; however, cells infiltrate within 5 min of closed brain injury. Neutrophils release toxic molecules including free radicals, proinflammatory cytokines, and proteases that advance secondary damage. Regulatory T cells impair T cell infiltration into the central nervous system and elevate reactive astrogliosis and interferon-γ gene expression, probably inducing the process of healing. Therefore, the neutrophil-to-lymphocyte ratio (NLR) may be a low-cost, objective, and available predictor of inflammation as well as a marker of secondary injury associated with neutrophil activation. Recent studies have documented that an NLR value on admission might be effective for predicting outcome and mortality in severe brain injury patients.
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Neutrophil-to-lymphocyte ratio to predict prognosis in traumatic brain injury. Am J Emerg Med 2021; 56:341. [PMID: 34538527 DOI: 10.1016/j.ajem.2021.09.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Accepted: 09/07/2021] [Indexed: 11/21/2022] Open
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Le Bail A, Jardine CG, Cottenceau V, Petit L, Matthieu Biais, Carrie C. Ability of neutrophil-to-lymphocyte ratio to predict secondary neurological impairment in patients with mild to moderate head injury. A retrospective study. Am J Emerg Med 2021; 50:46-50. [PMID: 34273867 DOI: 10.1016/j.ajem.2021.06.030] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 06/01/2021] [Accepted: 06/13/2021] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND The main objective was to assess the performance of the neutrophil-lymphocyte ratio (NLR) for early prediction of delayed neurological impairment and cerebral contusion worsening in patients with mild-to-moderate traumatic brain injury (TBI). METHODS Over a 3-year period, every adult patient triaged to our level 1 trauma center with brain contusion and Glasgow Coma Scale (GCS) of 10 or greater were retrospectively included. The main study outcome was the occurrence of delayed clinical deterioration, defined as a GCS < 10 and/or a secondary need for mechanical ventilation, within 5 days after TBI. The performance of NLR for prediction of delayed clinical deterioration was assessed by receiver operating characteristic (ROC) curve. RESULTS Overall, 115 patients were included and 16 (14%) presented a delayed clinical deterioration. Overall, the NLR at ED admission was higher in patients who developed a delayed clinical deterioration (18 [12-29] vs 8 [5-13], p = 0.0003). The area under the ROC curves for NLR at ED admission in predicting delayed clinical deterioration was 0.79 [0.65-0.93] and NLR > 15 was found to be independently associated with the occurrence of delayed clinical deterioration (adjusted OR = 10.1 [95%CI: 2.3-45.6]). CONCLUSION The NLR at ED admission was independently associated with the occurrence of delayed clinical deterioration, although limited by a poor discriminative value by itself. Further studies are needed to test the predictive value of composite scoring systems including NLR for prevention of under-triage of patients with mild-to-moderate TBI.
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Affiliation(s)
| | | | - Vincent Cottenceau
- Anesthesiology and Critical Care Department, CHU Pellegrin, 33000 Bordeaux, France
| | - Laurent Petit
- Anesthesiology and Critical Care Department, CHU Pellegrin, 33000 Bordeaux, France
| | - Matthieu Biais
- Anesthesiology and Critical Care Department, CHU Pellegrin, 33000 Bordeaux, France; Univ. Bordeaux Segalen, 33000 Bordeaux, France
| | - Cédric Carrie
- Emergency Department, CHU Pellegrin, 33000 Bordeaux, France.
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Alexiou GA, Lianos GD, Voulgaris S. Letter to the Editor Regarding "Neutrophil-to-Lymphocyte Ratio and Traumatic Brain Injury: A Review Study". World Neurosurg 2021; 145:544. [PMID: 33348513 DOI: 10.1016/j.wneu.2020.09.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2020] [Accepted: 09/28/2020] [Indexed: 10/22/2022]
Affiliation(s)
- George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.
| | | | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
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In Reply to the Letter to the Editor Regarding "Neutrophil-to-Lymphocyte Ratio and Traumatic Brain Injury: A Review Study". World Neurosurg 2021; 145:545. [PMID: 33348514 DOI: 10.1016/j.wneu.2020.10.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 10/01/2020] [Indexed: 11/24/2022]
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15
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Alexiou GA, Voulgaris S. Letter to the Editor. Leukocytosis in pediatric TBI. J Neurosurg Pediatr 2021; 27:732. [PMID: 33770753 DOI: 10.3171/2021.1.peds2114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Alexiou GA, Lianos GD, Alexiou ES, Voulgaris S. Biomarkers to safely discharge head trauma patients in the COVID-19 pandemic era. Biomark Med 2021; 15:319-321. [PMID: 33666513 PMCID: PMC7958643 DOI: 10.2217/bmm-2021-0008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- George A Alexiou
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
| | - Georgios D Lianos
- Department of Surgery, University Hospital of Ioannina, Ioannina, Greece
| | | | - Spyridon Voulgaris
- Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece
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