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Wang H, Li S, Nie Y, Chang C, Wu H, Zhao B. Online Dynamic Nomogram for Predicting 90-Day Prognosis of Patients With Primary Basal Ganglia Cerebral Hemorrhage After Microscopic Keyhole Craniotomy for Hematoma Removal. Brain Behav 2025; 15:e70344. [PMID: 39972980 PMCID: PMC11839751 DOI: 10.1002/brb3.70344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Revised: 01/23/2025] [Accepted: 01/27/2025] [Indexed: 02/21/2025] Open
Abstract
OBJECTIVE Primary basal ganglia cerebral hemorrhage (PBGCH) is the most common type of hypertensive intracerebral hemorrhage. Microscopically removing the hematoma via keyhole or microbone window craniotomy remains the most common surgical method in many hospitals across China for treating cases of primary basal ganglia hemorrhage exceeding 30 mL. The aim of this study was to establish a new practical evaluation system based on preoperative clinical and imaging factors to predict the short-term prognosis of PBGCH after microscopic keyhole craniotomy for hematoma removal (MKCHR), providing a reference for clinicians and patients' families in deciding whether to proceed with surgery. METHODS A retrospective analysis was performed on 74 cases of PBGCH treated with MKCHR. Patient prognosis was assessed at 90 days postsurgery using the modified Rankin Scale. This study employed R software to conduct both univariate and multivariate logistic regression analyses aimed at identifying preoperative factors that influence short-term prognosis following MKCHR. Additionally, a web-based interactive nomogram was developed to forecast outcomes for PBGCH patients receiving MKCHR treatment. Model robustness was gauged using the concordance index (C-index) and receiver operating characteristic (ROC) curve. Internal validation involved bootstrap resampling and calibration. Clinical utility was assessed via decision curve analysis (DCA), clinical impact curve (CIC), and net reduction interventions (NRI). RESULTS Glasgow Coma Scale (GCS) score ≤ 6, hemorrhagic volume > 102 mL, brain herniation, age > 58 years (p < 0.05) were independent risk factors for poor prognosis after MKCHR. The online dynamic nomogram website is https://sjwkalg.shinyapps.io/DynNomapp/. The model's C-index and area under the ROC are both 0.899 (95% confidence interval [CI], 0.817-0.980). Following 1000 bootstrap resamples, the calibration curve indicates that the dynamic nomogram's predicted values closely match the observed values. The models of DCA, CIC, and NRI show good clinical application. CONCLUSION The online dynamic nomogram developed in this study demonstrates high predictive accuracy. This platform is characterized by its noninvasive and convenient nature, which facilitates the formulation of clinical treatment strategies. It offers a reliable data reference for preoperative surgical decision-making in patients with PBGCH, thereby aiming to achieve beneficial outcomes.
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Affiliation(s)
- Hongliang Wang
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
| | - Sai Li
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
| | - Yang Nie
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
| | - Chenxi Chang
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
| | - Haoyuan Wu
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
| | - Bing Zhao
- Department of NeurosurgeryThe Second Affiliated Hospital of Anhui Medical UniversityHefeiPeople's Republic of China
- Cerebral Vascular Disease Research CenterAnhui Medical UniversityHefeiPeople's Republic of China
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Escudero D, Astola I, Balboa S, Leoz B, Meilan Á, Del Busto C, Quindós B, Forcelledo L, Vizcaino D, Martín L, Salgado E, Viña L. Clinico-radiological related to early brain death factors. Med Intensiva 2021; 46:1-7. [PMID: 34802992 DOI: 10.1016/j.medine.2021.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 06/09/2020] [Accepted: 06/28/2020] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify clinical and radiological factors associated to early evolution to brain death (BD), defined as occurring within the first 24 h. DESIGN A retrospective cohort study was made covering the period 2015-2017. SETTING An adult Intensive Care Unit (ICU). PATIENTS/METHODS Epidemiological, clinical and imaging (CT scan) parameters upon admission to the ICU in patients evolving to BD. RESULTS A total of 166 patients with BD (86 males, mean age 62.7 years) were analyzed. Primary cause: intracerebral hemorrhage 42.8%, subarachnoid hemorrhage 18.7%, traumatic brain injury 17.5%, anoxia 9%, stroke 7.8%, other causes 4.2%. Epidemiological data: arterial hypertension 50%, dyslipidemia 34%, smoking 33%, antiplatelet medication 21%, alcoholism 19%, anticoagulant therapy 15%, diabetes 15%. The Glasgow Coma Score (GCS) upon admission was 3 in 68.8% of the cases in early BD versus in 38.2% of the cases in BD occurring after 24 h (p = 0.0001). Eighty-five patients presented supratentorial hematomas with a volume of 90.9 ml in early BD versus 82.7 ml in BD > 24 h (p = 0.54). The mean midline shift was 10.7 mm in early BD versus 7.8 mm in BD > 24 h (p = 0.045). Ninety-one patients presented ventriculomegaly and 38 additionally ependymal transudation (p = 0.021). Thirty-six patients with early BD versus 24 with BD > 24 h presented complete effacement of basal cisterns (p = 0.005), sulcular effacement (p = 0.013), loss of cortico-subcortical differentiation (p = 0.0001) and effacement of the suprasellar cistern (p = 0.005). The optic nerve sheath measurements showed no significant differences between groups. CONCLUSIONS Early BD (>24 h) was associated to GCS < 5, midline shift, effacement of the basal cisterns, cerebral sulci and suprasellar cistern, and ependymal transudation.
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Affiliation(s)
- D Escudero
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain.
| | - I Astola
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - S Balboa
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - B Leoz
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - Á Meilan
- Sección de Neurorradiología, Servicio de Radiología, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - C Del Busto
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - B Quindós
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - L Forcelledo
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - D Vizcaino
- Sección de Neurorradiología, Servicio de Radiología, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - L Martín
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - E Salgado
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
| | - L Viña
- Servicio de Medicina Intensiva, Hospital Universitario Central de Asturias, Oviedo, Spain
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Yu K, Zhu S, He M, Li Z, Zhang L, Sui Z, Li Y, Xia X. Epidemiological characteristics of 561 cases of intracerebral hemorrhage in Chengdu, China. Medicine (Baltimore) 2021; 100:e24952. [PMID: 33847611 PMCID: PMC8052055 DOI: 10.1097/md.0000000000024952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 12/03/2020] [Accepted: 02/05/2021] [Indexed: 01/04/2023] Open
Abstract
ABSTRACT To explore the epidemiology of patients with spontaneous intracerebral hemorrhage (sICH) in Chengdu, China, we retrieved the data of patients with spontaneous cerebral hemorrhage admitted to the First Affiliated Hospital of Chengdu Medical College from January 2017 to December 2019. We performed a comprehensive analysis of the location of hemorrhage, demographics, factors of hemorrhage, condition of body, severity of disturbance of consciousness, treatment, length of stay (days), inpatient costs, prognosis, and mortality rate in patients with sICH. In total, data of 561 in patients with sICH were included. The hemorrhage site was primarily located in the basal ganglia and thalamus (64.71%). The mean patient age was 63.2 ± 12.4 years (64.17% men, 35.83% women). Male patients (mean age 62.3 ± 12.5 year) were younger than female patients (mean age 64.9 ± 12.1 year). The age of sICH onset in our sample was between 40 and 79 years; this occurred in 87.70% of the included cases. There were more males than females, which may be related to more daily smoking, longer drinking years, and overweight in males than in females. Cases occurred most frequently during the winter and spring months, and the relationship between sICH visits and hospitalizations appeared as a U-shape. The median time from illness onset to hospital admission was 3.0 hours. According to the Glasgow Coma Scale (GCS) score at admission, 20.50% of sICH cases were of mild intensity, 39.93% were moderate, and 39.57% were severe. Moderate disorder is the most common sICH severity. Factors influencing the disturbance of consciousness were blood glucose level at the time of admission as well as the number of years with hypertension. The lower the degree of disturbance of consciousness and the more they smoked per day indicated they had a higher likelihood of receiving surgical treatment while in hospital. The median hospital stay was 13.0 days, while the median inpatient cost was USD 3609. The 30-day mortality rate was 18.36%. sICH is an important public health problem in Chengdu, China. A governmental initiative is urgently needed to establish a sICH monitoring system that covers the Chengdu region to develop more effective and targeted measures for sICH prevention, treatment, and rehabilitation.
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Affiliation(s)
- Kai Yu
- Department of Neurosurgery
| | - Shu Zhu
- Neurology, Clinical Medical College, The First Affiliated Hospital of Chengdu Medical College
| | | | | | | | | | - Yunming Li
- Department of Medical Management, Division of Health Services, The General Hospital of Western Theater Command
- Department of Statistics, College of Mathematics, Southwest Jiaotong University, Chengdu
- School of Public Health, Southwestern Medical University, Lu Zhou, Sichuan Province, China
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Jiang W, Jin P, Bao Q, Wei W, Jiang W. Prognostic significance of serum translocator protein in patients with spontaneous intracerebral hematoma:preliminary findings. Neurol Res 2020; 43:412-417. [PMID: 33357157 DOI: 10.1080/01616412.2020.1866372] [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: 10/22/2022]
Abstract
Background: The aim of this study was to measure the level of translocator protein (TSPO) in patients with intracerebral hematoma (ICH) and to determine whether TSPO can predict ICH outcomes.Method: Patients with ICH were recruited at Wujin Hospital Affiliated with Jiangsu University between January 2018 and May 2020. The level of TSPO and inflammatory factors were analyzed by enzyme-linked immunosorbent assay (ELISA). A receiver operating characteristic curve (ROC) analysis was applied to assess the accuracy of TSPO for predicting patient outcomes.Result: The median of TSPO was 2.26 ng/ml. The lower- (46 cases) and higher-(51 cases) TSPO groups were thus divided based on the median value. The perihematomal edema (PHE) volume in the lower TSPO group was 6.3 ± 1.3 ml which was significantly lower than that in higher-TSPO group (14.8 ± 3.5 ml) (p < 0.05). The serum level of the interleukin-1β (IL-1β), interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), and C-reactive protein (CRP) in the higher-TSPO group was significantly higher than that in the lower TSPO group (p < 0.05). The Spearman's correlation found that TSPO concentrations significantly correlated with PHE volume, modified Rankin Scale score (MRS), IL-1β, IL-6, TNF-α, and CRP concentrations. The area under the ROC (AUC), specificity, sensitivity, positive likelihood ratio (PLR), negative likelihood ratio (NLR), and Diagnostic Odds Ratio (DOR) of TSPO was 0.932, 82.1%, 89.9%, 5.02, 0.12, and 40.8, respectively, which was more reliable than other inflammatory factors.Conclusion: The TSPO may a reliable biomarker in predicting the prognosis of ICH patients.
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Affiliation(s)
- Wenqing Jiang
- Department of Neurosurgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, Jiangsu, China.,Department of Neurosurgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, China
| | - Peng Jin
- Department of Neurosurgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, Jiangsu, China.,Department of Neurosurgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, China
| | - Qing Bao
- Department of Neurosurgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, Jiangsu, China.,Department of Neurosurgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, China
| | - Wenfeng Wei
- Department of Neurosurgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, Jiangsu, China.,Department of Neurosurgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, China
| | - Wei Jiang
- Department of Neurosurgery, Wujin Hospital Affiliated with Jiangsu University, Changzhou, Jiangsu, China.,Department of Neurosurgery, The Wujin Clinical College of Xuzhou Medical University, Changzhou, Jiangsu, China
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Escudero D, Astola I, Balboa S, Leoz B, Meilan Á, Del Busto C, Quindós B, Forcelledo L, Vizcaino D, Martín L, Salgado E, Viña L. Clinico-radiological related to early brain death factors. Med Intensiva 2020; 46:S0210-5691(20)30249-7. [PMID: 32873408 DOI: 10.1016/j.medin.2020.06.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 06/09/2020] [Accepted: 06/28/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVE To identify clinical and radiological factors associated to early evolution to brain death (BD), defined as occurring within the first 24 hours. DESIGN A retrospective cohort study was made covering the period 2015-2017. SETTING An adult Intensive Care Unit (ICU). PATIENTS/METHODS Epidemiological, clinical and imaging (CT scan) parameters upon admission to the ICU in patients evolving to BD. RESULTS A total of 166 patients with BD (86 males, mean age 62.7 years) were analyzed. Primary cause: intracerebral hemorrhage 42.8%, subarachnoid hemorrhage 18.7%, traumatic brain injury 17.5%, anoxia 9%, stroke 7.8%, other causes 4.2%. Epidemiological data: arterial hypertension 50%, dyslipidemia 34%, smoking 33%, antiplatelet medication 21%, alcoholism 19%, anticoagulant therapy 15%, diabetes 15%. The Glasgow Coma Score (GCS) upon admission was 3 in 68.8% of the cases in early BD versus in 38.2% of the cases in BD occurring after 24 h (p = 0.0001). Eighty-five patients presented supratentorial hematomas with a volume of 90.9 ml in early BD versus 82.7 ml in BD >24 h (p = 0.54). The mean midline shift was 10.7 mm in early BD versus 7.8 mm in BD >24 h (p = 0.045). Ninety-one patients presented ventriculomegaly and 38 additionally ependymal transudation (p = 0.021). Thirty-six patients with early BD versus 24 with BD >24 h presented complete effacement of basal cisterns (p = 0.005), sulcular effacement (p = 0.013), loss of cortico-subcortical differentiation (p = 0.0001) and effacement of the suprasellar cistern (p = 0.005). The optic nerve sheath measurements showed no significant differences between groups. CONCLUSIONS Early BD (>24 h) was associated to GCS < 5, midline shift, effacement of the basal cisterns, cerebral sulci and suprasellar cistern, and ependymal transudation.
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Affiliation(s)
- D Escudero
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España.
| | - I Astola
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - S Balboa
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - B Leoz
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - Á Meilan
- Sección de Neurorradiología, Servicio de Radiología. Hospital Universitario Central de Asturias, Oviedo, España
| | - C Del Busto
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - B Quindós
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - L Forcelledo
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - D Vizcaino
- Sección de Neurorradiología, Servicio de Radiología. Hospital Universitario Central de Asturias, Oviedo, España
| | - L Martín
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - E Salgado
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
| | - L Viña
- Servicio de Medicina Intensiva. Hospital Universitario Central de Asturias, Oviedo, España
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