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  • 1.
    Guideline on the clinical trial of medicines for the treatment of Alzheimer’s disease in China
    Chinese Medical Doctor Association on Neurology, Alzheimer’s Disease Drug Clinical Trial Writing Group
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2022, 12 (01): 9-20. DOI: 10.3877/cma.j.issn.2095-123X.2022.01.002
    Abstract (624) HTML (22) PDF (710 KB) (116)

    Alzheimer’s disease (AD) is the most common type of dementia and a major disease seriously endangering the health of the elderly. Clinical trials are the important parts of AD drug researches and development. In recent years, the update of international AD diagnostic criteria and the application of biomarkers provide new help to improve the scientificity and rationality of AD clinical trials. Based on the review of previous AD clinical trials and guidelines, and the advances of drug and intervention research designs for AD, the experts group wrote the guideline on AD drug clinical trials, which aims to further standardize AD drug clinical trials, promote the development of drug research, and provide support for the effectiveness and safety of clinical drugs in China.

  • 2.
    Guideline on percutaneous balloon compression for trigeminal neuralgia in China
    Expert Committee of Functional Neurosurgery of Chinese Medical Doctor Association, Expert Committee of Functional Neurosurgery of World Chinese Neurosurgery Association, Professional Committee of Neurosurgery of China Research Hospital Association, Functional Neurosurgery Group of Neurosurgery Society of Chinese Medical Association
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2022, 12 (05): 260-268. DOI: 10.3877/cma.j.issn.2095-123X.2022.05.002
    Abstract (475) HTML (27) PDF (4306 KB) (109)

    Trigeminal neuralgia (TN) is a common severe painful disease, which seriously harms people's health. Percutaneous balloon compression (PBC) is one of the main treatment methods of TN, which provides a new direction for improving the scientific and rational treatment of TN. Based on searching the literature and guidelines on clinical treatment of TN, and combining the new progress of international TN treatment. The experts wrote the guideline on PBC for TN treatment, which aims to further standardize PBC for TN treatment, promote the progress of TN treatment, and provide effective and safe support for TN treatment.

  • 3.
    Interpretation of European Stroke Organisation (ESO) guidelines on mobile stroke units for prehospital stroke management
    Ruxiang Xu
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2023, 13 (01): 5-33. DOI: 10.3877/cma.j.issn.2095-123X.2023.01.002
    Abstract (727) HTML (21) PDF (62355 KB) (76)

    Stroke has become a major nervous system disease that endangers human health. The key to cure is to solve the "bottleneck" problem of immediate diagnosis and treatment within the "1 h golden time" . In 2022, the "European Stroke Organisation (ESO) guidelines on mobile stroke units for prehospital stroke management" was published, which is the first mobile stroke unit (MSU) prehospital stroke management guide in the world. Guideline recommendations: For patients with confirmed acute ischemic stroke, using MSU for prehospital management can improve their clinical function, increase the rate of IVT treatment, and shorten the time to start thrombolytic therapy. For patients with intracranial hemorrhage, using MSU for prehospital management can increase the proportion of patients directly assigned to tertiary medical stroke centers without concern about short-term mortality. No relevant safety concerns were identified with MSU management in suspected stroke patients. This article will interpret this guideline to better guide clinical practice.

  • 4.
    Clinical applications and research progress of peripheral nerve stimulation
    Tianjin Tang, Yanbing Yu, Li Zhang
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2024, 14 (01): 51-55. DOI: 10.3877/cma.j.issn.2095-123X.2024.01.007
    Abstract (740) HTML (30) PDF (620 KB) (66)

    Periperial nerve stimulation (PNS) is a non-pharmacological intervention used to treat a variety of neurological disorders. This technique works by stimulating the peripheral nerves to regulate neural conduction and achieve the goal of treatment and symptom relief. In recent years, significant progress has been made in the clinical application and research of PNS. In the field of pain management, PNS has been widely used for the treatment of chronic pain, such as postherpetic neuralgia and diabetic peripheral neuropathy. It can reduce pain symptoms, improve quality of life, and reduce dependence on medications. In addition, PNS has also been applied in the treatment of other neurological disorders, such as migraines, arousal of comatose patients, and peripheral nerve injuries. Extensive research has been conducted in these areas of application, and many studies have shown the potential of PNS in improving symptoms, promoting rehabilitation, and enhancing quality of life. This article aims to provide an overview of the mechanisms and progress of PNS in the treatment of the aforementioned diseases.

  • 5.
    Chinese expert consensus on neurophysiologic monitoring during extracranial-intracranial bypass surgery (2024 edition)
    Neurophysiological Monitoring Group of the Chinese Medical Doctor Association Neurosurgery Branch, Clinical Neurophysiology Committee of the Chinese Research Hospital Association
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2024, 14 (02): 65-72. DOI: 10.3877/cma.j.issn.2095-123X.2024.02.001
    Abstract (647) HTML (10) PDF (723 KB) (66)

    Extracranial-intracranial (EC-IC) bypass surgery is a commonly used technique in neurosurgery, but abnormal perfusion caused by surgical operation can lead to postoperative complications such as new-onset cerebral ischemia and neurological dysfunction, which seriously affects the prognosis of patients. Intraoperative neurophysiological monitoring (IONM) can effectively identify early intraoperative ischemia, reduce surgical complications, and assess the improvement of cerebral perfusion after the establishment of EC-IC bypass. However, no relevant norms or consensus have been developed around the world. Based on the review of reported clinical evidence, our team developed this expert consensus after Delphi expert consultation, forming a consensus on 5 aspects: the significance of IONM for EC-IC bypass surgery, the method of IONM for EC-IC bypass surgery, indications and contraindications for IONM for EC-IC bypass surgery, the monitoring strategy and interpretation of IONM results for EC-IC bypass surgery in different diseases, and other notes. Based on the GRADE evidence level standard, this expert consensus combines the national expert opinions on neurophysiology and EC-IC bypass to give eight comments on the clinical practice of IONM for EC-IC bypass surgery.

  • 6.
    Advances in research on multiple neuroactivities of vitamin D and treatment of depression
    Dan Chen, Yujin Guo, Chunmei Geng, Pei Jiang
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2019, 09 (01): 48-51. DOI: 10.3877/cma.j.issn.2095-123X.2019.01.011
    Abstract (50) HTML (0) PDF (464 KB) (59)

    Depression is widespread worldwide, leading to increased mortality and a decline in quality of life. There is growing evidence that depression may be associated with vitamin D deficiency. As a simpler and more acceptable pharmacological intervention, vitamin D may regulate nerve activity through vitamin D receptor, maintain the Ca2+ balance of nerve cells, reduce the expression of inflammatory factors, and maintain the normal function of mitochondria. It also participates in the synthesis of serotonin and the regulation of reactive oxygen homeostasis to prevent and alleviate depression. This article reviews the possible mechanism of vitamin D in improving depression and the relationship between vitamin D deficiency and depression.

  • 7.
    Prediction study of white matter microstructural changes on long-term cognitive impairment in patients with acute ischemic stroke
    Li Ji, Yunnan Su, Bin Wang, Tao Shen, Tuanjie Liu, Lei Mao, Yuping Xu, Ting Zhang, Bo Wang
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2024, 14 (04): 193-200. DOI: 10.3877/cma.j.issn.2095-123X.2024.04.001
    Abstract (335) HTML (10) PDF (59627 KB) (56)

    Objective

    To analyze the evolution of white matter microstructural integrity in acute ischemic stroke (AIS) patients with impaired cognitive functions using diffusion tensor imaging (DTI) and post-processing method based on tract based spatial statistics (TBSS), and to explore imaging biomarkers for early prediction of post-stroke cognitive impairment (PSCI).

    Methods

    A prospective study was conducted on 55 patients with cognitive impairment within 3 d after AIS who were hospitalized or followed up in the Neurology Department of Wusong Branch, Zhongshan Hospital Affiliated to Fudan University from August 2021 to April 2023.DTI scans and cognitive assessments were performed on all patients before and 6 months after treatment.According to the cognitive scores after 6 months, patients were divided into PSCI group and post-stroke non-cognitive impairment (N-PSCI)group.By TBSS,horizontally analyzed the differences in fractional anisotropy (FA) and mean diffusivity (MD) between two groups, and vertically analyzed the changes in FA and MD values before and 6 months after treatment within the group.

    Results

    Among the 55 patients, 4 patients lost contact, 3 patients refused further participation,and 1 patient died,47 patients were enrolled,including 22 in the PSCI group and 25 in the N-PSCI group.Compared with baseline, cognitive performance improved in 33 patients and remained unchanged in 14 patients after 6 months of treatment.Horizontal analysis between groups showed that the FA value of right superior longitudinal fasciculus (SLF) in the PSCI group was lower than that in the N-PSCI group before treatment, and the difference was statistically significant (P<0.05).Longitudinal analysis showed that the dispersion of multiple white matter tracts (SLF, anterior thalamic radiation, corticospinal tract, etc.)recorded after 6 months of treatment worsened than those recorded before treatment in both groups with statistically significant (P<0.05).

    Conclusion

    Patients with baseline impaired cognitive functions still have white matter microstructural damages at 6 months, even if their cognitive function has improved or returned to normal, which may have a negative impact on long-term cognition.The change of FA value of the right SLF fiber bundle has a certain predictive effect on the occurrence of PSCI.

  • 8.
    Research on constructing prognosis prediction model of intracerebral hemorrhage using multimodal medical data and machine learning
    Xianjin Chen, Qinqin Wu, Changchun He, Qinghua Zhang
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2023, 13 (04): 193-198. DOI: 10.3877/cma.j.issn.2095-123X.2023.04.001
    Abstract (314) HTML (7) PDF (1585 KB) (51)
    Objective

    To construct a predictive model of cerebral hemorrhage prognosis prognosis using multimodal medical data and machine learning, and to explore its predictive value.

    Methods

    A total of 400 cerebral hemorrhage data was retrospective analyzed, included 98 cerebral hemorrhage patients in the Neurology Department of Peking Union Medical College Shenzhen Hospital, Huazhong University of Science and Technology from January to December 2020 and 302 cerebral hemorrhage patients from the National Multicenter Intracranial Hemorrhage Database established by Peking Union Medical College Hospital from January to December 2020 to build an imaging database of cerebral hemorrhage, extract the labels of imaging omics and clinical related factors, and build a model to predict patients' prognosis. Another 100 patients with intracerebral hemorrhage in the Neurology Department of Peking Union Medical College Shenzhen Hospital, Huazhong University of Science and Technology from January to December 2021 were selected for prospective verification of the model.

    Results

    The incidence of poor prognosis in 400 patients was 19.00%. The results of univariate analysis and multivariate logistic regression analysis showed that GCS score, systolic blood pressure, diastolic blood pressure, blood glucose, hematoma volume, peripheral edema volume, fibrinogen were all the influencing factors of poor prognosis (P<0.05). The sensitivity, specificity, accuracy and area under curve (AUC) [95% confidence interval (95%CI)] of self coding image feature clinical data model for predicting prognosis in patients with cerebral hemorrhage were 100.00%, 99.38%, 99.50% and 0.994 (0.935-0.998) respectively, which were higher than those of self coding image feature model and traditional model (P<0.05), and those of the self coding image feature model were higher than those of traditional model (P<0.05). After verification, the sensitivity, specificity, accuracy and AUC (95%CI) of the self coded image feature clinical data model for predicting prognosis in patients with cerebral hemorrhage were 100.00%, 97.47%, 98.00% and 0.974 (0.922-0.996) respectively.

    Conclusion

    The self coding image feature clinical data model based on multi-modal medical data and machine learning has high efficiency in predicting cerebral hemorrhage prognosis.

  • 9.
    Progress of global cerebral ischemia reperfusion injury after cardiopulmonary resuscitation
    Xiaoyu Kang, Lixu Liu
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2021, 11 (02): 116-120. DOI: 10.3877/cma.j.issn.2095-123X.2021.02.011
    Abstract (218) HTML (1) PDF (626 KB) (45)

    Brain dysfunction after cardiopulmonary resuscitation is the main factor affecting the mortality and morbidity of patients. However, the treatment of global cerebral ischemia-reperfusion injury after cardiopulmonary resuscitation is still very limited. How to effectively protect the brain after global cerebral ischemia-reperfusion injury caused by cardiac arrest is a big problem to be solved urgently. This review is based on the concept, epidemiology, pathophysiological mechanisms and therapies of global cerebral ischemia reperfusion injury after cardiopulmonary resuscitation in order to introduce its research progress.

  • 10.
    Interpretation on 2024 “Pharmacological and neurosurgical management of cerebral palsy and dystonia: Clinical practice guideline update”
    Beibei Kang, Qiang Yu, Lei Xu, Rong Chen, Liu Wang, Jianguo Cao
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2025, 15 (01): 10-14. DOI: 10.3877/cma.j.issn.2095-123X.2025.01.002
    Abstract (60) HTML (4) PDF (780 KB) (41)

    The typical characteristics of dystonia are slow involuntary movements, abnormal postures, and muscle tone fluctuations, which are common in children with cerebral palsy and have a significant impact on motor function, pain, sleep, and home care. Due to its complex etiology, there is currently no specific treatment method available. Drug and neurosurgical interventions are important treatment methods for improving muscle tone disorders, but their evidence-based basis is limited and lacks clinical application standards. In March 2024, an international expert group consisting of 10 research centers from 6 countries released the “Pharmacological and neurosurgical management of cerebral palsy and dystonia: Clinical practice guideline update”, which updated and supplemented the intervention recommendations published in 2018. It proposed 10 evidence-based recommendations for drug treatment and neurosurgical intervention in patients with cerebral palsy and Muscular Dysfunction to guide clinical application decision-making. This article interprets the key content of this guideline in conjunction with the consensus of Chinese experts in the diagnosis and treatment of muscle tone disorders, in order to provide guidance and reference for the treatment of cerebral palsy and muscle tone disorders in China.

  • 11.
    Establishment of multi-mode three-dimensional image fusion technology system and its application in diagnosis and treatment of cerebrovascular disease
    Jun Li, Lianting Ma
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2023, 13 (03): 129-134. DOI: 10.3877/cma.j.issn.2095-123X.2023.03.001
    Abstract (400) HTML (1) PDF (35129 KB) (36)

    Multi-modal three-dimensional (3D) image fusion technology can obtain multi-modal 3D image fusion of various anatomical structures by inputting two or more different digital 3D image data (CT, MR, DSA, etc.) into a post-processing workstation and using image fusion software for reconstruction, anatomical registration and image fusion. Among them, "image fusion" refers to the fusion technology, and "fusion image" is the fusion result. This fusion image can more comprehensively and accurately display the adjacent anatomical relationship of cerebrospinal vascular disease, which is conducive to the accurate diagnosis of cerebrospinal vascular disease and guide treatment plans. It can also further feedback the DSA system and navigation system to directly guide surgical treatment, so as to improve surgical efficacy and reducing surgical risk. This article reviews the establishment of multi-mode 3D image fusion technology system and its application in diagnosis and treatment of cerebrovascular disease.

  • 12.
    Therapeutic effect of motor imagination therapy from the perspective of embodied cognition and conventional therapy on sensorimotor network in stroke patients with hemiplegia
    Xinxin Cheng, Wan Liu, Run Gao, Jiang Rao, Jiawen Yu, Chuanwen Zhang, Liming Gao, Lingling Zhang, Li Liu
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2022, 12 (04): 196-203. DOI: 10.3877/cma.j.issn.2095-123X.2022.04.002
    Abstract (163) HTML (0) PDF (15433 KB) (36)
    Objective

    To investigate the therapeutic effect and explore the neural mechanisms of motor imagination therapy from the perspective of embodied cognition (hereafter referred to as embodied motor imagination therapy) combined with conventional rehabilitation on sensorimotor network (SMN) of first-episode stroke patients with hemiplegia.

    Methods

    From January to June 2020, 15 first-episode stroke patients with hemiplegia who were hospitalized in the Neurology Department and Rehabilitation Medicine Department of the Affiliated Brain Hospital of Nanjing Medical University were selected to be included in the experimental group for embodied motor imagination therapy combined with conventional rehabilitation. At the same time, 15 healthy subjects matched with the experimental group in age, sex and education were selected as the control group. Before and after 4 weeks of treatment, the experimental group received the Fugl-Meyer assessment (FMA) and the modified Bathel index (MBI) and the fMRI scan. The functional magnetic resonance (fMRI) was used to construct the SMN, and study these changes within the network through the functional connectivity analysis of SMN brain regions in the experimental group before and after treatment and in healthy controls. Besides, functional connectivity (FC) reorganization between S1M1 and the whole brain was investigated using changes in functional connectivity between the primary sensory-motor cortex (S1M1) and the whole brain based on seed points on the side of injury.

    Results

    After treatment, the FMA score of the experimental group increased from (65.67±16.95) to (149.58±17.95) and the MBI score increased from (24.17±8.21) to (65.00±8.79), with statistically significant differences (P<0.05). Functional connectivity within the SMN showed that before treatment, the patients in the embodied cognitive group had lower functional connections than the healthy control group between the affected bilateral S1M1, the affected side S1M1-SMA, the affected side S1M1-cerebellum, and SMA-cerebellum (P<0.05). After treatment, the functional connections between the affected S1M1 and the affected frontal middle gyrus and the healthy postcentral gyrus were enhanced compared with those before treatment in the experimental group (P<0.05). The whole-brain FC analysis showed that effective connections from the affected S1M1 to the healthy talar gyrus and the affected postcentral gyrus were diminished in the test group before treatment (P<0.05). After treatment, the functional connections from the affected S1M1 to the affected frontal middle gyrus and the healthy cerebellar gyrus were enhanced (P<0.05). Correlation analysis revealed that the incremental FC connection strength of the affected S1M1 and cerebellum was moderately correlated with the incremental FMA (r=0.581, P=0.023) and strongly correlated with the incremental MBI (r=0.757, P=0.002).

    Conclusion

    Embodied motor imagination therapy combined with conventional rehabilitation can improve the motor function and daily living ability of the first-episode stroke patients with hemiplegia. The relevant brain remodeling mechanism may be that the functional connectivity within and between the SMN of patients was significantly repaired, and the functional connectivity of brain regions related to cognition was also increased.

  • 13.
    Expert consensus on multidisciplinary collaborative prevention and treatment of cardiogenic stroke in Jiangxi Province
    Quality Control Center of Jiangxi Province Neurosurgery
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2024, 14 (05): 264-277. DOI: 10.3877/cma.j.issn.2095-123X.2024.05.002
    Abstract (505) HTML (1) PDF (1074 KB) (33)

    Cardiovascular and cerebrovascular diseases are the leading causes of harm to human health and life, with the Jiangxi region located in a central area characterized by high incidence and mortality rates. Cardiogenic stroke (CES) accounts for 65% to 70% of all types of stroke. The prevention and treatment of CES are hindered by barriers between cardiology and neurology, and the diagnostic and treatment processes are not well standardized. This highlights the urgent need to optimize the current diagnosis and treatment procedures and improve specialized techniques, with a multidisciplinary and close cooperation system of“heart-brain treatment”. This consensus has been developed through the exploration of a series of scientific issues to guide clinical practice, promote the prevention and treatment of CES, and explore multidisciplinary collaborative diagnostic and treatment models. By leveraging a multidisciplinary, comprehensive diagnostic and treatment network, the aim is to establish a joint“screening-prevention-treatment”model across provincial,municipal,and county-level hospitals.

  • 14.
    Postprandial hypotension in Parkinson's disease: a case report and literature review
    Danjia Yang, Lifang zhang, Yuanfei Deng
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2019, 09 (04): 251-252. DOI: 10.3877/cma.j.issn.2095-123X.2019.04.015
    Abstract (53) HTML (1) PDF (333 KB) (33)
  • 15.
    Research progress on application of noninvasive monitoring technology in cerebral edema
    Yuze Wang, Wenwen Gao, Lei Yang, Haikang Zhao
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2023, 13 (02): 113-117. DOI: 10.3877/cma.j.issn.2095-123X.2023.02.008
    Abstract (158) HTML (5) PDF (659 KB) (32)

    The diagnosis of cerebral edema mainly relies on traditional monitoring techniques such as CT and MRI, but traditional techniques often do not have the ideal monitoring method of economy, real-time dynamic, and bedside monitoring. At present, there are an increasing number of new Brain edema monitoring devices that are popular at home and abroad. These new non-invasive monitoring technologies are used to monitor the situation of brain edema in patients with craniocerebral injury and the profile of intracranial pressure in high-risk populations with craniocerebral diseases. It may play a key role in assisting and guiding the decision-making of specialized medical behavior. Therefore, a reliable, inexpensive and widely applicable brain edema monitoring technology has become an urgent need for scientific researchers, clinical staff and patients. This article reviews the research status and prospect of noninvasive brain edema monitoring techniques.

  • 16.
    Consensus and controversy on the treatment of adult Chiari malformation type Ⅰ
    Fuyou Guo
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2021, 11 (02): 65-67. DOI: 10.3877/cma.j.issn.2095-123X.2021.02.001
    Abstract (110) HTML (15) PDF (632 KB) (32)

    Chiari畸形是神经系统最常见的先天畸形之一,临床上以成人ChiariⅠ型多见,约50%~75%的患者合并脊髓空洞,患者一旦出现神经系统症状常会进行性恶化。枕下减压术是当今Chiari畸形的治疗共识,鉴于Chiari畸形的亚型和临床表现复杂多变,而且对该病的病理机制尚不完全清楚,加之目前缺乏相关的专家共识或指南,致使临床对Chiari畸形的诊断和治疗相当混乱,手术方式极不统一,临床效果千差万别,漏诊、误诊时有发生。为规范临床对Chiari畸形的手术治疗,本文重点对Chiari畸形的术前多维度评估和个体化的手术策略进行总结,以期提高Chiari畸形的临床疗效。

  • 17.
    Successful total excised supeer giant cerebral arteriovenous malformations of supratentorial nearly implicated the most of hemisphere: a case report and literature review
    Yanzhao Li, Pitong Sun, Dongfeng Deng
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2020, 10 (01): 57-59. DOI: 10.3877/cma.j.issn.2095-123X.2020.01.013
  • 18.
    Standard triple operation combined with scalenus ablation for the treatment of lateral flexure spasmodic torticollis with 25 cases report
    Hao Xu, Jun Li, Jun Wu, Lu Wang
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2021, 11 (01): 23-26. DOI: 10.3877/cma.j.issn.2095-123X.2021.01.006
    Abstract (112) HTML (2) PDF (479 KB) (31)
    Objective

    To investigate the surgical treatment of lateral flexure spasmodic torticollis (ST).

    Methods

    From June 2014 to June 2019, 25 patients with lateral flexure ST were treated in the Departments of Neurosurgery, Central Hospital of Wuhan Affiliated to Tongji Medical College, Huazhong University of Science and Technology. Preoperative electromyography and CT (or MRI) examination were used to determine the main spastic muscles. Among them, 23 cases of them underwent standard triple operation combined with scalenus ablation, while 2 cases only underwent scalenus ablation surgery. Postoperative efficacy was assessed 6 months after surgery.

    Results

    Seventeen cases (68%) were cured, 5 cases (20%) were markedly effective, and 3 cases (12%) were improved, 0 case (0%) ineffective with no death, no disability and no serious complications.

    Conclusion

    Standard triple operation combined with spastic scalenus ablation was a safe and effective method for the treatment of lateral flexure ST.

  • 19.
    Hypertrophic cranial pachymeningitis: one case report
    Xiaowei Fei, Ruxiang Xu, Jiapeng Xie
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2019, 09 (01): 52-54. DOI: 10.3877/cma.j.issn.2095-123X.2019.01.012
  • 20.
    Risk factors analysis and prediction model construction of prolonged length of stay in patients with moderate and severe traumatic brain injury
    Shen Wang, Ruhai Wang, Chun Li, Zhen Yang, Feilin Sun
    Chinese Journal of Brain Diseases and Rehabilitation(Electronic Edition) 2024, 14 (03): 146-153. DOI: 10.3877/cma.j.issn.2095-123X.2024.03.004
    Abstract (171) HTML (10) PDF (1375 KB) (30)
    Objective

    To analyze risk factors of prolonged length of stay (PLOS) in patients with moderate and severe traumatic brain injury (TBI), and to construct a prediction model.

    Methods

    A retrospective cohort study was performed to analyze the clinical data of 533 patients with moderate and severe TBI admitted to the Neurosurgery Department of Fuyang Fifth People's Hospital from January 2018 to January 2023, which were divided into a training set (n=374) and an validation set (n=159) according to the ratio of 7 to 3. Patients in the training set were grouped into two groups according to the hospital stay, namely PLOS group (hospital stay≥28 d) and non-PLOS group (hospital stay<28 d). Multivariate Logistic regression analyses were used to assess the risk factors of PLOS. The R software was used to establish a nomogram prediction model based on the above risk factors. The receiver operating characteristic (ROC) curve, calibration curve and clinical decision curve analysis (DCA) were plotted in the training set and the validation set, and Hosmer-Lemeshow goodness-of-fit test was performed.

    Results

    The first CT scan time after injury, GCS score at admission, body temperature, subdural hematoma, plasma potassium level, serum calcium concentration, C-reactive protein, thyroxine, prothrombin time, activated partial thromboplastin time, fibrinogen level, D-dimer, and combined upper gastrointestinal hemorrhage were correlated with PLOS in patients with moderate and severe TBI. Logistic regression analysis showed that body temperature>36.82℃, subdural hematoma, serum calcium concentration≤1.97 mmol/L, D-dimer>13.12 mg/L and combined upper gastrointestinal hemorrhage were independent risk factors of PLOS in moderate and severe TBI patients. The ROC of the nomogram prediction model indicated that area under curve (AUC) of the training set was 0.770 (95%CI: 0.699-0.840) and AUC of the validation set was 0.822 (95%CI: 0.754-0.889). The calibration curve showed that the predicted probability was consistent with the actual situation in both the training set and validation set. DCA showed that the nomogram prediction model presented excellent performance in predicting PLOS. In Hosmer-Lemeshow goodness-of-fit test, χ2 value of the training set was 2.053 (P=0.979), with validation set of 4.566 (P=0.803).

    Conclusion

    Body temperature>36.82℃, subdural hematoma, serum calcium concentration≤1.97 mmol/L, D-dimer>13.12 mg/L and combined upper gastrointestinal hemorrhage were independent risk factors of PLOS in moderate and severe TBI patients. The nomogram prediction model based on these 5 predictive variables shows a good predictive performance, goodness-of-fit, and clinical applicability, which can provide a reference for clinical decision making.

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