1.MRA cerebrovascular image segmentation algorithm based on improved UNet
Li MA ; Yi-Fei SU ; Zhen-Huan TAO ; Wei-Dong YIN ; Ying CHEN
Chinese Medical Equipment Journal 2023;44(10):7-12
Objective To propose a cerebrovascular image segmentation method for magnetic resonance angiography(MRA)based on improved UNet.Methods Firstly,the UNet network was used as the basic segmentation model and the residual neural network was incorporated to effectively alleviate the training pressure of the deep network and promote information transfer;secondly,the compression and excitation modules were added to improve the sensitivity of the network to cerebrovascular features;finally,the atrous spatial pyramidal pooling(ASPP)module was appended to obtain multi-scale feature information to further enhance the segmentation accuracy.The model based on improved UNet was tested on the TOF-MRA public dataset and compared with the models of UNet,ResNet and ResUNet++.Results The model based on improved UNet had a Dice similarity coefficient of 0.75 and an accuracy of 0.72,which were both higher than those of the models of UNet,ResNet and ResUNet++.Conclusion The method proposed segments MRA cerebrovascular images effectively,and thus can assist clinicians in disease diagnosis.[Chinese Medical Equipment Journal,2023,44(10):7-12]
2.Safety and efficacy of the early administration of levosimendan in patients with acute non-ST-segment elevation myocardial infarction and elevated NT-proBNP levels: An Early Management Strategy of Acute Heart Failure (EMS-AHF).
Feng XU ; Yuan BIAN ; Guo Qiang ZHANG ; Lu Yao GAO ; Yu Fa LIU ; Tong Xiang LIU ; Gang LI ; Rui Xue SONG ; Li Jun SU ; Yan Ju ZHOU ; Jia Yu CUI ; Xian Liang YAN ; Fang Ming GUO ; Huan Yi ZHANG ; Qing Hui LI ; Min ZHAO ; Li Kun MA ; Bei An YOU ; Ge WANG ; Li KONG ; Jian Liang MA ; Xin Fu ZHOU ; Ze Long CHANG ; Zhen Yu TANG ; Dan Yu YU ; Kai CHENG ; Li XUE ; Xiao LI ; Jiao Jiao PANG ; Jia Li WANG ; Hai Tao ZHANG ; Xue Zhong YU ; Yu Guo CHEN
Chinese Journal of Internal Medicine 2023;62(4):374-383
Objectives: To investigated the safety and efficacy of treating patients with acute non-ST-segment elevation myocardial infarction (NSTEMI) and elevated levels of N-terminal pro-hormone B-type natriuretic peptide (NT-proBNP) with levosimendan within 24 hours of first medical contact (FMC). Methods: This multicenter, open-label, block-randomized controlled trial (NCT03189901) investigated the safety and efficacy of levosimendan as an early management strategy of acute heart failure (EMS-AHF) for patients with NSTEMI and high NT-proBNP levels. This study included 255 patients with NSTEMI and elevated NT-proBNP levels, including 142 males and 113 females with a median age of 65 (58-70) years, and were admitted in the emergency or outpatient departments at 14 medical centers in China between October 2017 and October 2021. The patients were randomly divided into a levosimendan group (n=129) and a control group (n=126). The primary outcome measure was NT-proBNP levels on day 3 of treatment and changes in the NT-proBNP levels from baseline on day 5 after randomization. The secondary outcome measures included the proportion of patients with more than 30% reduction in NT-proBNP levels from baseline, major adverse cardiovascular events (MACE) during hospitalization and at 6 months after hospitalization, safety during the treatment, and health economics indices. The measurement data parameters between groups were compared using the t-test or the non-parametric test. The count data parameters were compared between groups using the χ² test. Results: On day 3, the NT-proBNP levels in the levosimendan group were lower than the control group but were statistically insignificant [866 (455, 1 960) vs. 1 118 (459, 2 417) ng/L, Z=-1.25,P=0.21]. However, on day 5, changes in the NT-proBNP levels from baseline in the levosimendan group were significantly higher than the control group [67.6% (33.8%,82.5%)vs.54.8% (7.3%,77.9%), Z=-2.14, P=0.03]. There were no significant differences in the proportion of patients with more than 30% reduction in the NT-proBNP levels on day 5 between the levosimendan and the control groups [77.5% (100/129) vs. 69.0% (87/126), χ²=2.34, P=0.13]. Furthermore, incidences of MACE did not show any significant differences between the two groups during hospitalization [4.7% (6/129) vs. 7.1% (9/126), χ²=0.72, P=0.40] and at 6 months [14.7% (19/129) vs. 12.7% (16/126), χ²=0.22, P=0.64]. Four cardiac deaths were reported in the control group during hospitalization [0 (0/129) vs. 3.2% (4/126), P=0.06]. However, 6-month survival rates were comparable between the two groups (log-rank test, P=0.18). Moreover, adverse events or serious adverse events such as shock, ventricular fibrillation, and ventricular tachycardia were not reported in both the groups during levosimendan treatment (days 0-1). The total cost of hospitalization [34 591.00(15 527.46,59 324.80) vs. 37 144.65(16 066.90,63 919.00)yuan, Z=-0.26, P=0.80] and the total length of hospitalization [9 (8, 12) vs. 10 (7, 13) days, Z=0.72, P=0.72] were lower for patients in the levosimendan group compared to those in the control group, but did not show statistically significant differences. Conclusions: Early administration of levosimendan reduced NT-proBNP levels in NSTEMI patients with elevated NT-proBNP and did not increase the total cost and length of hospitalization, but did not significantly improve MACE during hospitalization or at 6 months.
Male
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Female
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Humans
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Aged
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Natriuretic Peptide, Brain
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Simendan/therapeutic use*
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Non-ST Elevated Myocardial Infarction
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Heart Failure/drug therapy*
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Peptide Fragments
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Arrhythmias, Cardiac
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Biomarkers
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Prognosis
3.Diagnosis and treatment status of perioperative anemia in patients with gastrointestinal neoplasms: a multi-center study in Hubei Province.
Peng ZHANG ; Cong Qing JIANG ; Zhi Guo XIONG ; Yong Bin ZHENG ; Ying Feng FU ; Xin Ming LI ; Dian Fu PANG ; Xiao Feng LIAO ; Xin TONG ; Huan Ming ZHU ; Zhen Hua YANG ; Guang Wei GONG ; Xiao Ping YIN ; Dong Liang LI ; Hong Jun LI ; Hong Liu CHEN ; Xue Feng JIANG ; Zhi Jun HE ; Yan Jun LU ; Xiao Ming SHUAI ; Jin Bo GAO ; Kai Lin CAI ; Kai Xiong TAO
Chinese Journal of Surgery 2022;60(1):32-38
Objective: To investigate the incidence and treatment of perioperative anemia in patients with gastrointestinal neoplasms in Hubei Province. Methods: The clinicopathological data of 7 474 patients with gastrointestinal neoplasms in 62 hospitals in 15 cities (state) of Hubei Province in 2019 were collected in the form of network database. There were 4 749 males and 2 725 females. The median age of the patients was 62 years (range: 17 to 96 years). The hemoglobin value of the first time in hospital and the first day after operation was used as the criterion of preoperative anemia and postoperative anemia. Anemia was defined as male hemoglobin <120 g/L and female hemoglobin <110.0 g/L, mild anemia as 90 to normal, moderate anemia as 60 to <90 g/L, severe anemia as <60 g/L. The t test and χ2 test were used for inter-group comparison. Results: The overall incidence of preoperative anemia was 38.60%(2 885/7 474), and the incidences of mild anemia, moderate anemia and severe anemia were 25.09%(1 875/7 474), 11.37%(850/7 474) and 2.14%(160/7 474), respectively. The overall incidence of postoperative anemia was 61.40%(4 589/7 474). The incidence of mild anemia, moderate anemia and severe anemia were 48.73%(3 642/7 474), 12.20%(912/7 474) and 0.47%(35/7 474), respectively. The proportion of preoperative anemia patients receiving treatment was 26.86% (775/2 885), and the proportion of postoperative anemia patients receiving treatment was 14.93% (685/4 589). The proportions of preoperative anemia patients in grade ⅢA, grade ⅢB, and grade ⅡA hospitals receiving treatment were 26.12% (649/2 485), 32.32% (85/263), and 29.93% (41/137), and the proportions of postoperative anemia patients receiving treatment were 14.61% (592/4 052), 22.05% (73/331), and 9.71% (20/206). The proportion of intraoperative blood transfusion (16.74% (483/2 885) vs. 3.05% (140/4 589), χ²=434.555, P<0.01) and the incidence of postoperative complications (17.78% (513/2 885) vs. 14.08% (646/4 589), χ²=18.553, P<0.01) in the preoperative anemia group were higher than those in the non-anemia group, and the postoperative hospital stay in the preoperative anemia group was longer than that in the non-anemia group ((14.1±7.3) days vs. (13.3±6.2) days, t=5.202, P<0.01). Conclusions: The incidence of perioperative anemia in patients with gastrointestinal neoplasms is high. Preoperative anemia can increase the demand for intraoperative blood transfusion and affect the short-term prognosis of patients. At present, the concept of standardized treatment of perioperative anemia among gastrointestinal surgeons in Hubei Province needs to be improved.
Adolescent
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Adult
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Aged
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Aged, 80 and over
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Anemia/epidemiology*
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Blood Transfusion
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Female
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Gastrointestinal Neoplasms/surgery*
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Humans
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Length of Stay
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Male
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Middle Aged
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Retrospective Studies
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Treatment Outcome
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Young Adult
4.Diagnostic accuracy of dynamic contrast-enhanced magnetic resonance imaging for distinguishing pseudoprogression from glioma recurrence: a meta-analysis.
Jun QIU ; Zhen-Chao TAO ; Ke-Xue DENG ; Peng WANG ; Chuan-Yu CHEN ; Fang XIAO ; Yi LUO ; Shu-Ya YUAN ; Hao CHEN ; Huan HUANG
Chinese Medical Journal 2021;134(21):2535-2543
BACKGROUND:
It is crucial to differentiate accurately glioma recurrence and pseudoprogression which have entirely different prognosis and require different treatment strategies. This study aimed to assess the diagnostic accuracy of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) as a tool for distinguishing glioma recurrence and pseudoprogression.
METHODS:
According to particular criteria of inclusion and exclusion, related studies up to May 1, 2019, were thoroughly searched from several databases including PubMed, Embase, Cochrane Library, and Chinese biomedical databases. The quality assessment of diagnostic accuracy studies was applied to evaluate the quality of the included studies. By using the "mada" package in R, the heterogeneity, overall sensitivity, specificity, and diagnostic odds ratio were calculated. Moreover, funnel plots were used to visualize and estimate the publication bias in this study. The area under the summary receiver operating characteristic (SROC) curve was computed to display the diagnostic efficiency of DCE-MRI.
RESULTS:
In the present meta-analysis, a total of 11 studies covering 616 patients were included. The results showed that the pooled sensitivity, specificity, and diagnostic odds ratio were 0.792 (95% confidence interval [CI] 0.707-0.857), 0.779 (95% CI 0.715-0.832), and 16.219 (97.5% CI 9.123-28.833), respectively. The value of the area under the SROC curve was 0.846. In addition, the SROC curve showed high sensitivities (>0.6) and low false positive rates (<0.5) from most of the included studies, which suggest that the results of our study were reliable. Furthermore, the funnel plot suggested the existence of publication bias.
CONCLUSIONS
While the DCE-MRI is not the perfect diagnostic tool for distinguishing glioma recurrence and pseudoprogression, it was capable of improving diagnostic accuracy. Hence, further investigations combining DCE-MRI with other imaging modalities are required to establish an efficient diagnostic method for glioma patients.
Glioma/diagnostic imaging*
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Humans
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Magnetic Resonance Imaging
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Neoplasm Recurrence, Local/diagnostic imaging*
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ROC Curve
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Sensitivity and Specificity
5. Relationship between DEAD-box helicase 5, transcription factor 12 and amyotrophic lateral sclerosis
Bao-Yong LIN ; Jin-Chao XU ; Han-Tao YING ; Bao-Yong LIN ; Jin-Chao XU ; Han-Tao YING ; Xin JIANG ; Huan-Cai LIU ; Qing WANG ; Qiao-Zhen WANG ; Yan-Chun CHEN ; Yan-Chun CHEN
Acta Anatomica Sinica 2021;52(5):698-705
Objective To explore the relationship between the expression of DEAO-box helicase 5(DDX5) and transcription factor 12(TCF12) with amyotrophic lateral sclerosis ( ALS ) hippocampal lesions by detecting the expressions and the interaction of DDX5 and TCF12 in the hippocampus of SOD1-G93A mutant ALS transgenic mice. Methods Forty- two pairs of SOD1-G93A mutant ALS transgenic mice and wild-type mice were divided into three groups at the age of 95 days (early onset stage), 108 days (middle onset stage) and 122 days (late onset stage). RT-PCR, Western blotting and double immunofluorescence labeled technique were used to detect the expressions of DDX5 and TCF12 in the hippocampus. Co-immunoprecipitation assasy was used to detect the interaction between DDX5 and TCF12. Results Compared with the wild-type mice of the same age, DDX5 and TCF12 mRNA in the hippocampus of SOD1-G93A mutant ALS transgenic mice were unchanged, but DDX5 and TCF12 protein were up-regulated significantly at day 95, 108 and 122. DDX5 and TCF12 positive cells were found in both DG area and hippocampus proper, and DDX5 and TCF12 were co-localized with neurons. The immunoreactivities of DDX5 and TCF12 in the hippocampus of SOD1-G93A mutant transgenic mice were elevated compared with wild-type mice at the same time point. Co-immunoprecipitation assasys confirmed that there existed interactions between DDX5 and TCF12 protein. Conclusion DDX5 and TCF12 protein are up-regulated in the hippocampal tissues of SOD1-G93A mutant ALS transgenic mice. The abnormal expressions of DDX5 and TCF12 are involved in the hippocampal lesions of ALS.
6.Mitochondrial DNA Polymorphism in Zhejiang She Population Based on Next Generation Sequencing.
Qi YANG ; Jing Yi ZHANG ; Xiao Chun ZHANG ; Ruo Cheng XIA ; Huan YU ; Yi Ling QU ; Zi Wei WANG ; Rui TAN ; Su Hua ZHANG ; Cheng Tao LI ; Yu Zhen GAO
Journal of Forensic Medicine 2021;37(3):358-365
Objective To study the genetic polymorphism of whole mitochondrial DNA (mtDNA) genomes in She population in Zhejiang and to explore the maternal genetic structure of the She population. Methods Whole mtDNA genomes of 231 unrelated individuals from She population in Zhejiang Province were sequenced. The number of mutations and population genetics parameters such as, the haplotype diversity (HD), discrimination power (DP), and random match probabilities (RMP) were analyzed. The mtDNA haplogroups of Zhejiang She population were classified, and the maternal genetic relationships between She and nine other Chinese populations were estimated. Results In 231 Zhejiang She samples, 8 507 mutations (702 types) were observed and the samples were classified into 94 haplogroups. The HD, DP and RMP values were 0.998 6, 0.994 2 and 0.005 8, respectively. The lowest genetic differentiation degree (Fst=0.006 89) was detected between Zhejiang She population and southern Han population. Principal component analysis (PCA) and median-joining network analysis showed that the genetic distance of Zhejiang She population with Guangxi Yao, Yunnan Dai and Southern Han populations was relatively close, but the population still had some unique genetic characteristics. Conclusion The whole mtDNA genomes are highly polymorphic in Zhejiang She population. The Zhejiang She population contains complex and diverse genetic components and has a relatively close maternal genetic relationship with Guangxi Yao, Yunnan Dai and Southern Han populations. Meanwhile, Zhejiang She population has kept its unique maternal genetic components.
Asian People/genetics*
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China
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DNA, Mitochondrial/genetics*
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Ethnicity/genetics*
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Genetics, Population
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Haplotypes
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High-Throughput Nucleotide Sequencing
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Humans
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Polymorphism, Genetic
7.Current situation of screening, prevention and treatment of bleeding esophageal varices in cirrhotic portal hypertension in Tibet region: a multicenter study
Hui HUAN ; Chao LIU ; Zhen YANG ; Jinlun BAO ; Chuan LIU ; Jitao WANG ; Lin ZHANG ; Chaohua WANG ; Rensangpei CI ; Qingli TU ; Tao REN ; Dan XU ; Haijun ZHANG ; Xiaoguo LI ; Ning KANG ; Xiaoping LI ; Yunhong WU ; Xue PU ; Yujun TAN ; Jianjun CAO ; Sangwangqiu LUO ; Sangqunpei LUO ; Ma ZHUO ; Xiaolong QI
Chinese Journal of Hepatology 2020;28(9):737-741
Objective:To investigate and analyze the current situation, screening, clinical characteristics, prevention and treatment of bleeding esophageal varices in cirrhotic patients with portal hypertension in Tibet region.Methods:Clinical data of cirrhotic patients with portal hypertension through March 2017 to February 2020 from Tibet region were collected and analyzed retrospectively.Results:511 cases with liver cirrhosis were included in the study, of which 185 cases (36.20%) had compensated cirrhosis and 326 cases (63.80%) had decompensated cirrhosis. Further analysis of the etiological data of liver cirrhosis showed that 306 cases (59.88%) were of chronic hepatitis B, 113 cases (22.11%) of alcoholic liver disease, and 68 cases (13.31%) of chronic hepatitis B combined with alcoholic liver disease. Among patients with compensated liver cirrhosis, 48 cases (25.95%) underwent endoscopic examination of which 33 diagnosed as high-risk variceal bleeding. However, none of these 33 cases had received non-selective β-blocker therapy, and only four patients had received endoscopic variceal banding therapy. Among patients with decompensated liver cirrhosis, 83 cases (25.46%) had a history of upper gastrointestinal bleeding, 297 cases (91.10%) had ascites, 23 cases (7.05%) had hepatic encephalopathy, and 3 cases (0.92%) had hepatorenal syndrome. Among the patients with a history of upper gastrointestinal bleeding, 42 cases (50.60%) had received secondary preventive treatment for bleeding esophageal varices, including 39 cases of endoscopic treatment, 1 case of endoscopic combined drug treatment, 3 cases of interventional treatment, and 2 cases of surgical treatment.Conclusion:Chronic hepatitis B and alcoholic liver diseases are the main causes of liver cirrhosis in Tibet region. Moreover, this region lacks screening, prevention and treatment for bleeding esophageal varices in cirrhotic patients with portal hypertension. Therefore, it is necessary to increase the screening of high-risk groups to prevent and improve the first-time bleeding, and promote multidisciplinary team to prevent and treat re-bleeding.
8.Clinical Observation of Tong Du Xing Shen Needling plus Functional Training for Brain Injury Syndrome
Meng-Tao ZHANG ; Zhen-Huan LIU ; Yu-Xiu LI ; Xiao-Lan YAN ; Jie-Shan XIE
Shanghai Journal of Acupuncture and Moxibustion 2018;37(2):179-183
Objective To explore an effective method in intervening brain injury syndrome in early stage. Method Eighty patients with brain injury syndrome admitted to Child's Rehabilitation Department of Nanhai Maternity and Child Healthcare Hospital, Guangzhou University of Chinese Medicine during January 2016 and December 2016 were enrolled and randomized into a treatment group and a control group, 40 cases each. The control group was intervened by functional training, while the treatment group was intervened by Tong Du Xing Shen (unblocking the Governor Vessel and awakening the mind) needling based on the functional training. The therapeutic efficacy was evaluated by using the Gross Motor Function Measure (GMFM) and Gesell Developmental Scales after 12-week treatment. Result After the treatment, the GMFM and Gesell scores increased after the treatment in both groups to different extent (P<0.05), and the therapeutic efficacy of the treatment group was superior to that of the control group (P<0.05). Conclusion Tong Du Xing Shen needling plus functional training can significantly promote the development of the gross motor function and cognitive function of brain injury patients, and it's an effective intervention method in early stage of brain injury syndrome.
9.Effect of Governor Vessel-unblocking and mind-refreshing acupuncture plus functional training on neural development in infants with brain damage
Zhen-Huan LIU ; Meng-Tao ZHANG ; Yu-Xiu LI ; Xiao-Lan YAN ; Jie-Shan XIE ; Jue HONG
Journal of Acupuncture and Tuina Science 2018;16(4):260-264
Objective:To observe the effect of Governor Vessel-unblocking and mind-refreshing acupuncture plus functional training on neural development in infants with brain damage and seek an effective method for early intervention of infantile brain damage.Methods:Eighty infants with brain injury were recruited and allocated to a treatment group and a control group by their visiting sequence,with 40 cases in each group.The control group received exercise training,40 min each session and 6 sessions a week,and tuina treatment,30 min each time and 6 times a week.Based on the treatment protocol for the control group,the treatment group additionally received Governor Vessel-unblocking and mind-refreshing acupuncture,3 times a week and 10 sessions as a course at a 2-week interval.Before the treatment and after 14-week treatment,the gross motor function measure (GMFM) and developmental quotient (DQ) of Bejing Gesell developmental scale were used to evaluate the development of the infants.Results:After the treatment,the GMFM score and DQs of Gesell scale all increased by different levels in the two groups,and the intra-group differences were statistically significant (all P<0.05);the scores of the treatment group were superior to those of the control group,and the between-group differences were statistically significant (all P<0.05).Conclusion:Governor Vessel-unblocking and mind-refreshing acupuncture plus functional training can significantly promote the development of gross motor and cognitive functions in infants with brain damage,and it is an early and effective intervention for infantile brain damage.
10.Cost-effectiveness Analysis of Hospital Rehabilitation and Hospital-family Rehabilitation in Children with Cerebral Palsy
xu Bing JIN ; guang Xu QIAN ; Yong ZHAO ; huan Zhen LIU ; Nuo LI ; tao Meng ZHANG
Chinese Journal of Rehabilitation Theory and Practice 2017;23(10):1231-1235
Objective To analyze the cost-effectiveness of hospital rehabilitation and hospital-family rehabilitation in children with cere-bral palsy. Methods From January to December, 2016, 60 cases of children aged one to three years with cerebral palsy were divided into hospital rehabilitation group and hospital-family rehabilitation group, with 30 cases in each group. The hospital rehabilitation group received rehabilitation of traditional Chinese and Western medicine treatment, including exercise therapy, physical therapy and Chinese Medical ther-apy; while the hospital-family rehabilitation group received family rehabilitation. The Gross Motor Function Measure (GMFM) and Pea-body Developmental Motor Scale-fine Motor (PDMS-FM) were used to evaluate the motor function and fine motor function before and af-ter treatment. Results The GMFM score was higher (t=5.333, P<0.001), and the total medical cost was higher (t=23.614, P<0.001) in the hospital rehabilitation group than in the hospital-family rehabilitation group. However, the cost of medical care was significantly lower for every 1-point increase in GMFM and visual-motion integration of PDMS-FM in the hospital rehabilitation group than in the hospital-family rehabilitation group (t>2.065, P<0.05). Conclusion The hospital rehabilitation model may be a more economical and effective treatment for younger age children with cerebral palsy, and the hospital-family rehabilitation model could be used as an effective complementary rehabili-tation model for this age group.

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