1.Analysis of muscle synergy and muscle functional network at different walking speeds based on surface electromyographic signal.
Caihong CUI ; Huacong MIAO ; Tie LIANG ; Xiuling LIU ; Xiaoguang LIU
Journal of Biomedical Engineering 2023;40(5):938-944
An in-depth understanding of the mechanism of lower extremity muscle coordination during walking is the key to improving the efficacy of gait rehabilitation in patients with neuromuscular dysfunction. This paper investigates the effect of changes in walking speed on lower extremity muscle synergy patterns and muscle functional networks. Eight healthy subjects were recruited to perform walking tasks on a treadmill at three different speeds, and the surface electromyographic signals (sEMG) of eight muscles of the right lower limb were collected synchronously. The non-negative matrix factorization (NNMF) method was used to extract muscle synergy patterns, the mutual information (MI) method was used to construct the alpha frequency band (8-13 Hz), beta frequency band (14-30 Hz) and gamma frequency band (31-60 Hz) muscle functional network, and complex network analysis methods were introduced to quantify the differences between different networks. Muscle synergy analysis extracted 5 muscle synergy patterns, and changes in walking speed did not change the number of muscle synergy, but resulted in changes in muscle weights. Muscle network analysis found that at the same speed, high-frequency bands have lower global efficiency and clustering coefficients. As walking speed increased, the strength of connections between local muscles also increased. The results show that there are different muscle synergy patterns and muscle function networks in different walking speeds. This study provides a new perspective for exploring the mechanism of muscle coordination at different walking speeds, and is expected to provide theoretical support for the evaluation of gait function in patients with neuromuscular dysfunction.
Humans
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Walking Speed
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Muscle, Skeletal/physiology*
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Electromyography
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Gait/physiology*
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Walking/physiology*
2.Study on immunogenic cell death related proteins in nasopharyngeal carcinoma patients before and after radiotherapy
Jinhua LONG ; Lu XU ; Weili WU ; Xiuling LUO ; Xiaoxiao CHEN ; Cui LONG ; Linmei ZENG ; Xianhuai JIN ; Wei WANG ; Chunyan SHAO ; Wei XIONG ; Feng JIN ; Zhu ZENG
Chinese Journal of Radiation Oncology 2023;32(10):886-891
Objective:To explore the effect of clinical conventional fractionated dose radiation on the expression levels of immunogenic cell death (ICD) related proteins in patients with nasopharyngeal carcinoma (NPC).Methods:A total of 38 newly-treated NPC patients admitted to the Affiliated Cancer Hospital of Guizhou Medical University from November 2020 to December 2021 were enrolled, all of whom received induction chemotherapy and concurrent chemoradiotherapy, and another 20 healthy volunteers were selected as controls for a prospective study. The contents of ICD related proteins, namely calreticulin (CRT), high mobility group box 1 protein (HMGB-1) and heat shock protein 70 (HSP70) and the proportion of dendritic cell (DC) in the peripheral blood of patients were detected before treatment, after induction chemotherapy and after concurrent chemoradiotherapy, respectively. The correlation between the above indicators, general clinical data and short-term efficacy was analyzed by statistical methods such as t-test and analysis of variance (ANOVA). Results:The levels of HSP70 and HMGB-1 in peripheral blood of NPC patients before treatment were higher than those of healthy controls (both P<0.05). After concurrent chemoradiotherapy, the content of CRT was significantly higher than that before treatment ( P<0.05), whereas the difference before and after induction chemotherapy and the difference before and after concurrent chemoradiotherapy were not significantly correlated with the short-term efficacy of NPC patients. HSP70 level was significantly decreased after concurrent chemoradiotherapy ( P<0.001). There were no significant differences in the content of HMGB-1 after induction chemotherapy and concurrent chemoradiotherapy (both P>0.05). Conclusion:NPC patients receiving TPF regimen (docetaxel+cisplatin+fluorouracil) for induction chemotherapy and sequential cisplatin concurrent chemotherapy may induce ICD in NPC cells, and CRT has potential value in reflecting the clinical efficacy of NPC.
3.Effect of pectoral nerve block type Ⅱcombined with esketamine on anxiety and depression in patients with breast cancer undergoing modified radical mastectomy under general anesthesia
Lili YU ; Qi ZHOU ; Wei LI ; Panpan SONG ; Chunlei LI ; Qin ZHANG ; Xiuling CUI ; Yulin CHANG
Chinese Journal of Anesthesiology 2022;42(7):845-849
Objective:To evaluate the effect of pectoral nerve block type Ⅱ combined with esketamine on anxiety and depression in the patients with breast cancer undergoing modified radical mastectomy under general anesthesia.Methods:Eighty-four female patients, aged 18-64 yr, of American Society of Anesthesiologists physical status Ⅰor Ⅱ, with body mass index of 18-25 kg/m 2, undergoing elective first-time modified radical mastectomy for unilateral breast cancer, were divided into 2 groups ( n=42 each) using a random number table method: routine group (R group) and pectoral nerve block type Ⅱ combined with esketamine group (PS group). Sufentanil was used for anesthesia induction and postoperative patient-controlled intravenous analgesia (PCIA) in group R, esketamine was used for anesthesia induction and postoperative PCIA, and type Ⅱ thoracic nerve block was performed under ultrasound guidance after anesthesia induction in group PS, and the rest of the drugs used were the same in both groups.The observer′s assessment of awareness/sedation scale score was recorded at the end of surgery, 30 min after the end of surgery, and at 6, 12 and 24 h after surgery.The Hospital Anxiety and Depression Scale was used to assess patients′ anxiety and depression at 1 day before surgery and at discharge.The intraoperative consumption of anesthetics, emergence time, postanesthesia care unit stay time, pressing times of PCIA, requirement for rescue analgesia, hospital costs, length of postoperative hospital stay, satisfaction scores of surgeons and patients were recorded at discharge.The occurrence of adverse reactions was also recorded after operation. Results:Compared with group R, the observer′s assessment of awareness/sedation scale score were significantly increased at the end of surgery and 30 min after surgery, the consumption of propofol and remifentanil was decreased, the emergence time and postanesthesia care unit stay time were shortened, the incidence of nausea and vomiting was decreased, the Hospital Anxiety and Depression Scale score was decreased at discharge, the incidence of anxiety and depression was decreased, the satisfaction scores of surgeons and patients were increased, and the length of postoperative hospital stay was shortened in group PS ( P<0.05). Conclusions:Pectoral nerve block type Ⅱ combined with esketamine can optimize the efficacy of anesthesia and relieve early postoperative anxiety and depression in the patients undergoing modified radical mastectomy for breast cancer under general anesthesia.
4.Technical specification for clinical application of critical ultrasonography
Wanhong YIN ; Xiaoting WANG ; Dawei LIU ; Yangong CHAO ; Xiangdong GUAN ; Yan KANG ; Jing YAN ; Xiaochun MA ; Yaoqing TANG ; Zhenjie HU ; Kaijiang YU ; Dechang CHEN ; Yuhang AI ; Lina ZHANG ; Hongmin ZHANG ; Jun WU ; Lixia LIU ; Ran ZHU ; Wei HE ; Qing ZHANG ; Xin DING ; Li LI ; Yi LI ; Haitao LIU ; Qinbing ZENG ; Xiang SI ; Huan CHEN ; Junwei ZHANG ; Qianghong XU ; Wenjin CHEN ; Xiukai CHEN ; Daozheng HUANG ; Shuhan CAI ; Xiuling SHANG ; Jian GUAN ; Juan DU ; Li ZHAO ; Minjia WANG ; Song CUI ; Xiaomeng WANG ; Ran ZHOU ; Xueying ZENG ; Yiping WANG ; Liwen LYU ; Weihua ZHU ; Ying ZHU ; Jun DUAN ; Jing YANG ; Hao YANG ; Chinese Critical Ultrasound Study Group ; Gritical Hemodynamic Therapy Collabration Group
Chinese Journal of Internal Medicine 2018;57(6):397-417
Critical ultrasonography(CUS) is different from the traditional diagnostic ultrasound,the examiner and interpreter of the image are critical care medicine physicians.The core content of CUS is to evaluate the pathophysiological changes of organs and systems and etiology changes.With the idea of critical care medicine as the soul,it can integrate the above information and clinical information,bedside real-time diagnosis and titration treatment,and evaluate the therapeutic effect so as to improve the outcome.CUS is a traditional technique which is applied as a new application method.The consensus of experts on critical ultrasonography in China released in 2016 put forward consensus suggestions on the concept,implementation and application of CUS.It should be further emphasized that the accurate and objective assessment and implementation of CUS requires the standardization of ultrasound image acquisition and the need to establish a CUS procedure.At the same time,the standardized training for CUS accepted by critical care medicine physicians requires the application of technical specifications,and the establishment of technical specifications is the basis for the quality control and continuous improvement of CUS.Chinese Critical Ultrasound Study Group and Critical Hemodynamic Therapy Collabration Group,based on the rich experience of clinical practice in critical care and research,combined with the essence of CUS,to learn the traditional ultrasonic essence,established the clinical application technical specifications of CUS,including in five parts:basic view and relevant indicators to obtain in CUS;basic norms for viscera organ assessment and special assessment;standardized processes and systematic inspection programs;examples of CUS applications;CUS training and the application of qualification certification.The establishment of applied technology standard is helpful for standardized training and clinical correct implementation.It is helpful for clinical evaluation and correct guidance treatment,and is also helpful for quality control and continuous improvement of CUS application.
5. Etiological analysis of influenza surveillance data in Yangzhou from 2012 to 2017
Wenjun LIU ; Qian WU ; Le ZHOU ; Yao HUANG ; Xiuling ZHANG ; Jiuru HUANG ; Lunbiao CUI ; Daojian ZHU ; Qin XU
Chinese Journal of Experimental and Clinical Virology 2018;32(5):496-500
Objective:
To find out the characteristics and regularity trend of influenza activity according to the analyses of influenza surveillance data in Yangzhou from 2012 to 2017, and to provide scientific supports for predicting and controlling the pandemic outbreak of influenza effectively.
Methods:
The influenza samples were collected from Northern Jiangsu People′s Hospital, Yangzhou First People's Hospital and Gaoyou People’s Hospital, using fluorescent RT-PCR method to detect influenza virus nucleic acid and classifying influenza virus subtypes. Finally, the surveillance data from January, 2012 to December, 2017 of influenza like illness (ILI) cases of Yangzhou were analyzed.
Results:
Totally 18 083 throat swabs of ILI specimens were collected from 2012—2017 in Yangzhou, 1 983 samples were positive (10.97%), the difference in positive rates of adjacent years was statistically significant (χ2=167.93,
6.Coronary vessel intimal sequence extraction based on prior boundary constraints in optical coherence tomography image.
Jianli YANG ; Guoqi CUI ; Yi LI ; Jing LIU ; Feng LIN ; Yechen HAN ; Xiuling LIU ; Hongrui WANG
Journal of Biomedical Engineering 2018;35(6):892-899
Optical coherence tomography (OCT) is a new technique applied in cardiovascular system. It can detect vessel intimal, small structure of plaque surface and discover small lesions with its high axial resolution and quantification character. Especially with the application of OCT in characterization of coronary atherosclerotic plaque, diagnosis and treatment strategy making, optimizing percutaneous coronary intervention therapy and assessment after stent planting make the OCT become an efficient tool for cardiovascular disease diagnosis and treatment. This paper presents a novel coronary vessel intimal sequence extraction method based on prior boundary constraints in OCT image. On the basis of conventional Chan-Vese model, we modified the evolutionary weight function to control the evolutionary rate of boundary by adding local information of boundary curve. At the same time, we added the gradient energy term and intimal boundary constraint term based on priori boundary condition to further control the evolutionary of boundary curve. At last, coronary vessel intimal is extracted in a sequence way. The comparison with vessel intimal, manual segmented by clinical scientists (golden standard), indicates that our coronary vessel intimal extraction method is robust to intimal boundary blur, distortion, guide wire shadow and plaque disturbs. The results of this study can be applied to clinical aid diagnosis and precise diagnosis and treatment.
7.Analysis of death risk factors for nosocomial infection patients in an ICU:a retrospective review of 864 patients from 2009 to 2015
Jinrong WANG ; Pan GAO ; Shufen GUO ; Yajing LIU ; Liye SHAO ; Hongshan KANG ; Jinchao ZHANG ; Shuhong LIU ; Xiuling GAO ; Zhaobo CUI
Chinese Critical Care Medicine 2016;28(8):704-708
Objective To investigate the mortality risk factors of nosocomial infection patients in intensive care unit (ICU), and to guide clinicians to take effective control measures. Methods A retrospectively cohort study was conducted. The relevant information of patients with nosocomial infection treated in ICU of Hengshui Harrison International Peace Hospital Affiliated to Hebei Medical University from June 2009 to December 2015 was analyzed. The patients who admitted to ICU again, with length of ICU stay less than 48 hours, without first etiology of screening within 48 hours of ICU admission, or without complete pathogenic information were excluded. The gender, age, diagnosis, length of ICU stay, invasive operation, nutritional status, acute physiology and chronic health evaluation Ⅱ (APACHEⅡ) score, sequential organ failure assessment (SOFA) score, distribution and drug resistance of the pathogens, and procalcitonin (PCT) levels at 7 days after nosocomial infection were recorded. The risk factors leading to death in patients with nosocomial infection were analyzed by logistic regression, and the receiver operating characteristic curve (ROC) was drawn to evaluate the predictive value of all risk factors on the outcome of patients with nosocomial infection. Results In 864 enrolled patients with male of 54.75% and mean age of (63.50±15.80) years, 732 (84.72%) patients survived and 132 (15.28%) died. Compared with survivors, the non-survivors had higher age (years: 65.47±15.32 vs. 58.15±13.27), incidence of urgent trachea intubation (32.58% vs. 22.81%), deep venous catheterization (83.33% vs. 63.25%), and multiple drug-resistant infection (65.91% vs. 33.20%), longer length of ICU stay (days: 13.56±4.29 vs. 10.29±4.32) and duration of coma (days: 7.36±2.46 vs. 5.48±2.14), lower albumin (g/L: 23.64±8.47 vs. 26.36±12.84), higher APACHEⅡ score (19.28±5.16 vs. 17.56±5.62), SOFA score (8.55±1.34 vs. 6.43±2.65), and PCT (μg/L: 3.06±1.36 vs. 2.53±0.87, all P < 0.05). There was no significant difference in gender and urinary tract catheterization between survivors and non-survivors (both P > 0.05). The low respiratory tract was the most common site of infection followed by urinary tract and bloodstream in both groups. It was shown by logistic regression analysis that prolonged ICU stay [odds ratio (OR) = 2.039, 95% confidence interval (95%CI) = 1.231-3.473, P = 0.002], APACHEⅡ score (OR = 1.683, 95%CI= 1.002-9.376, P = 0.000), SOFA score (OR = 2.060, 95%CI = 1.208 -14.309, P = 0.041), PCT (OR = 2.090, 95%CI = 1.706-13.098, P = 0.004), and multi-drug resistant pathogens infection (OR = 5.245, 95%CI = 2.213-35.098, P = 0.027) were independent risk factors for ICU mortality in patients with nosocomial infection. The area under ROC curve (AUC) of length of ICU stay, APACHEⅡ score, SOFA score, and PCT level for predicting death of nosocomial infection patients was 0.854, 0.738, 0.786, and 0.849, respectively, the best cut-off value was 16.50 days, 22.45, 6.37 and 3.38 μg/L, respectively, the sensitivity was 83.6%, 90.0%, 81.1%, and 89.6%, and the specificity was 70.3%, 75.6%, 71.3%, and 85.4%, respectively. Conclusions Prol onged ICU stay, nosocomial infection with secondary sepsis and multiple organ dysfunction syndrome were the leading causes of death for nosocomial infection patients in ICU. Prolonged ICU stay, APACHE Ⅱ score, SOFA score, and PCT level could effectively predict death risks for nosocomial infection patients.
8.Monitoring of antimicrobial resistance of Acinetobacter baumannii in the intensive care unit of a hospital from 2010 to 2013
Jinrong WANG ; Pan GAO ; Zhaobo CUI ; Hongli DU ; Shuhong LIU ; Xiuling GAO ; Shufen GUO
Chinese Journal of Infection Control 2016;15(2):108-110
Objective To analyze the isolation rates and antimicrobial resistance of Acinetobacter baumannii (AB) from intensive care unit (ICU)between 2010 and 2013,and provide evidence for clinical anti-infective therapy. Methods The isolation and antimicrobial resistance of AB from ICU between 2010 and 2013 were analyzed retro-spectively.Results A total of 1 413 pathogenic strains were isolated,556(39.35%)of which were AB,isolation rates in each year were 39.45%,41 .35%,29.44%,and 40.53% respectively.AB were mainly isolated from lower respiratory tract (75.72%).Antimicrobial susceptibility testing results showed that AB had low resistance rates to cefoperazone/sulbactam(5.85%)and amikacin (17.45%);detection rates of multidrug-resistant and extensively drug-resistant AB increased from 9.63% and 3.70% to 42.50% and 31 .88%,respectively (both P < 0.001 ). Conclusion AB is the common pathogen in ICU,antimicrobial resistance is serious,isolation of multidrug-resistant and extensively drug-resistant AB increased year by year;intensifying the monitoring of drug resistance is helpful for the treat-ment and prevention of AB infection.
9.Prevention of venous thromboembolism after primary intracerebral hemorrhage
Peipei LI ; Jinrong WANG ; Geng MA ; Xiuling GAO ; Chaobo CUI
International Journal of Cerebrovascular Diseases 2016;24(3):244-247
Venous thromboembolism includes deep venous thrombosis and pulmonary embolism. It is a more common and preventable complication in neurology. The prevention of venous thromboembolism is an important component in the treatment of the patients with cerebral hemorrhage. The measures include mechanical prevention and drug prevention. The mechanical prevention measures include intermittent pneumatic compression devices and pressure gradient elastic stockings. Studies have suggested that anticoagulants also plays an important role in the prevention of venous thromboembolism. The comprehensive and systematic understanding of the prevention of venous thromboembolism wil help to guide the clinical therapy and improve the outcomes of patients after primary intracerebral hemorrhage.

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