1.Improvement of lower limb walking function in patients with chronic non-specific low back pain by biofeedback assisted electrical stimulation
Xiang ZHENG ; Mingxing ZHANG ; Ya HUANG ; Sharui SHAN
Chinese Journal of Tissue Engineering Research 2025;29(3):547-553
BACKGROUND:There have been many studies on biofeedback therapy and three-dimensional gait function analysis for chronic non-specific low back pain at home and abroad,but few studies on the combination of the two have been reported. OBJECTIVE:To study the effect of biofeedback assisted electrical stimulation on the change of walking ability in chronic non-specific low back pain by collecting gait parameter data through three-dimensional gait analysis. METHODS:Sixty patients with chronic non-specific low back pain,34 males and 26 females,aged 32-58 years,were selected and admitted to First Affiliated Hospital of Guangdong Pharmaceutical University from June 2021 to September 2022.They were divided into control group(n=30)and trial group(n=30)according to the principle of random allocation.Both groups of patients received conventional treatment of dynamic interference with the waist,20 minutes/time,once/day,5 times a week,for 20 times.The control group received supine bypass and prone bypass suspension core muscle training on the basis of conventional treatment,5 times a week,for 20 times.The trial group received biofeedback assisted electrical stimulation therapy on the basis of the control group,20 minutes/time,once/day,5 times a week,for 20 times.The low back pain score,the mean value of electromyography and the gait parameters were compared and analyzed before and after treatment between the two groups. RESULTS AND CONCLUSION:(1)After treatment,the numerical rating scale score,Japanese Orthopaedic Association score,and Oswestry disability index of the two groups were significantly improved compared with those before treatment(P<0.05).Numerical rating scale score,Japanese Orthopaedic Association score,and Oswestry disability index of the trial group were better than those of the control group(P<0.05).(2)After treatment,the mean values of surface electromyography of rectus abdominis,gluteus maximus,and erector spinae muscle in the two groups were higher than those before treatment(P<0.05),and the mean values of surface electromyography of rectus abdominis,gluteus maximus,and erector spinae muscle in the trial group were higher than those in the control group(P<0.05).(3)After treatment,the step width,step speed,step frequency,step length ratio between healthy and diseased sides,the relative value of support between healthy and diseased sides,the relative value of swing between diseased and healthy sides,the sagittal motion range of hip joint and knee joint between healthy and diseased sides and the foot angle between healthy and diseased sides were all better than those before treatment in both groups(P<0.05).The above indexes of the trial group were better than those of the control group after treatment(P<0.05).(4)These results suggest that biofeedback assisted electrical stimulation can significantly alleviate chronic non-specific low back pain,and improve the lower limb walking function.
2.Machine learning based on automated breast volume scanner radiomics for differential diagnosis of benign and malignant BI-RADS 4 lesions
Shijie WANG ; Huaqing LIU ; Jianxing ZHANG ; Cao LI ; Tao YANG ; Mingquan HUANG ; Mingxing LI
Chinese Journal of Ultrasonography 2023;32(2):136-143
Objective:To evaluate the performance of machine learning (ML) based on automated breast volume scanner (ABVS) radiomics in distinguishing benign and malignant BI-RADS 4 lesions.Methods:Between May to December 2020, patients with BI-RADS 4 lesions from the Affiliated Hospital of Southwest Medical University (Center 1) and Guangdong Provincial Hospital of Traditional Chinese Medicine (Center 2) were prospectively collected and divided into training cohort (Center 1) and external validation cohort (Center 2). The radiomics features of BI-RADS 4 lesions were extracted from the axial, sagittal and coronal ABVS images by MaZda software. In the training cohort, 7 feature selection methods and thirteen ML algorithms were combined in pairs to construct different ML models, and the 6 models with the best performance were verified in the external validation cohort to determine the final ML model. Finally, the diagnostic performance and confidence (5-point scale) of radiologists (R1, R2 and R3, with 3, 6 and 10 years of experience, respectively) with or without the model were evaluated.Results:①A total of 251 BI-RADS 4 lesions were enrolled, including 178 lesions (91 benign, 87 malignant) in the training cohort and 73 lesions (44 benign, 29 malignant) in the external validation cases. ②In the training cohort, the 6 ML models (DNN-RFE, AdaBoost-RFE, LR-RFE, LDA-RFE, Bagging-RFE and SVM-RFE) had the best diagnostic performance, and their AUCs were 0.972, 0.969, 0.968, 0.968, 0.967 and 0.962, respectively. ③In the external validation cohort, the DNN-RFE still had the best performance with the AUC, accuracy, sensitivity, specificity, PPV and NPV were 0.886, 0.836, 0.934, 0.776, 86.8% and 82.5%, respectively. ④Before model assistance, R1 had the worst diagnostic performance with the accuracy, sensitivity, specificity, PPV and NPV were 0.680, 0.750, 0.640, 57% and 81%, respectively. After model assistance, the diagnostic performance of R1 was significantly improved ( P=0.039), and its diagnostic sensitivity, specificity, accuracy, PPV and NPV improved to 0.730, 0.810, 0.930, 68% and 94%; while the improvement of R2 and R3 were not significantly ( P=0.811, 0.752). Meanwhile, the overall diagnostic confidence of the 3 radiologists increased from 2.8 to 3.3 ( P<0.001). Conclusions:The performance of ML based on ABVS radiomics in distinguishing between benign and malignant BI-RADS 4 lesions is good, which may improve the diagnostic performance of inexperienced radiologists and enhance diagnostic confidence.
3.An engineered xCas12i with high activity, high specificity, and broad PAM range.
Hainan ZHANG ; Xiangfeng KONG ; Mingxing XUE ; Jing HU ; Zikang WANG ; Yinghui WEI ; Haoqiang WANG ; Jingxing ZHOU ; Weihong ZHANG ; Mengqiu XU ; Xiaowen SHEN ; Fengcai YIN ; Zhiyuan AI ; Guangyan HUANG ; Junhui XIA ; Xueqiong SONG ; Hengbin LI ; Yuan YUAN ; Jinhui LI ; Na ZHONG ; Meiling ZHANG ; Yingsi ZHOU ; Hui YANG
Protein & Cell 2023;14(7):538-543
4.Babaodan Alleviates APAP-induced Acute Liver Injury in Mice by Inhibiting NLRP3/Caspase-1 Pathway
Ruowei ZHAO ; Qing ZHANG ; Mingxing ZHU ; Yueyang LIU ; Zaixing CHENG ; Mingqing HUANG ; Yanfang ZHENG ; Yanxiang LIN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(5):122-128
ObjectiveTo explore the effect of Babaodan (BBD) on the NOD-like receptor pyrin domain containing 3/cysteine aspartate-specific protease-3 (NLRP3/Caspase-1) pathway proteins in mice with acetaminophen (APAP)-induced acute liver injury. MethodC57BL/6 mice were randomly grouped, and BBD (75, 150, 300 mg·kg-1, ig) was administered twice a day for three days. After 2 hours of the last administration, the mice were treated with APAP (400 mg·kg-1, ip), and the eyeballs were removed to collect blood after 14 hours. Then they were sacrificed by cervical dislocation for sample collection. Hematoxylin-eosin (HE) staining was used to observe the morphological changes of liver tissue cells, and biochemical methods were used to detect the activities of alanine aminotransferase (ALT), aspartate aminotransferase (AST), superoxide dismutase (SOD), malondialdehyde (MDA) and myeloperoxidase (MPO) in serum of mice in each group. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was performed to determine the mRNA expression of tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β) and IL-6, and Western blot was performed to determine the protein expression of cyclooxygenase-2 (COX-2), inducible nitric oxide synthase (iNOS), NLRP3, Caspase-1 and IL-18 in the liver of mice. ResultCompared with the conditions in normal group, the hepatic lobule structure of mice in the model group was partially destroyed, and the hepatic sinusoids were dilated. And the expression levels of ALT and AST in serum, the protein levels of NLRP3, Caspase-1, iNOS, IL-18 and COX-2 and the mRNA levels of IL-1β, IL-6 and TNF-α were increased (P<0.05, P<0.01). Compared with the model group, the administration groups had improvement in liver cell rupture and hepatic sinusoidal compression, and a dose-dependent decrease in the levels of ALT and AST in serum as well as the protein levels of NLRP3, Caspase-1, iNOS, IL-18 and COX-2 and the the mRNA levels of IL-1β, IL-6 and TNF-α in liver tissue (P<0.05, P<0.01). ConclusionBBD can reduce APAP-induced acute liver injury in mice. The mechanism may be related to anti-oxidative stress, inhibition of NLRP3/Caspase-1 pathway, and decreased expression levels of IL-1β, IL-18, TNF-α and IL-6.
5.Research Progress on Ferroptosis-mediated Antitumor Immunotherapy
Guiqin HUANG ; Yu FU ; Mingxing MIAO ; Tianhua YAN
Cancer Research on Prevention and Treatment 2023;50(7):700-704
Ferroptosis is a form of programmed cell death driven by iron-dependent lipid peroxidation and is closely associated with a wide range of biological processes, such as aging, immunity, and cancer. Tumor multidrug resistance, especially resistance to apoptosis, has prompted the urgent search for a new antitumor treatment option. Remarkable progress has been made in the study of the role of ferroptosis in antitumor, especially the interaction with immune cells. Studying immunotherapy based on ferroptosis pathways has become a new direction in antitumor research. In this work, we review the role of ferroptosis in immune cells and antitumor immunotherapy to provide new ideas for ferroptosis-mediated antitumor immunotherapy.
6.Clinical characteristics of patients infected with 2019 novel coronavirus Omicron variant in Zhuhai City
Jiaoling HE ; Yuting LUO ; Ying LI ; Jiahui LU ; Congnan ZHANG ; Jingyu XIA ; Mingxing HUANG
Chinese Journal of Infectious Diseases 2022;40(5):264-269
Objective:To explore the clinical characteristics of patients infected with 2019 novel coronavirus (2019-nCoV) Omicron variant in Zhuhai City.Methods:A retrospective study was conducted to compare the clinical characteristics of patients infected with 2019-nCoV Omicron variant (Omicron variant group, 39 cases) from January 13 to January 25, 2022, and those infected with 2019-nCoV non-Omicron variant (non-Omicron variant group, 98 cases) from January 17 to February 17, 2020, in the Fifth Affiliated Hospital of Sun Yat-sen University. Statistic methods were used by Mann-Whitney U test, chi-square test and Fisher exact probability test. Results:Among adults, the age of 21 patients in Omicron variant group was younger than that of 93 patients in non-Omicron variant group (34.0(26.0, 40.5) years vs 50.0(36.0, 62.0) years, Z=-3.81, P<0.001). Patients with underlying diseases in Omicron variant group were fewer than those in non-Omicron variant group (4.8%(1/21) vs 31.2%(29/93), χ2=6.17, P=0.013). The clinical classification of the Omicron variant group was mainly mild (71.4%(15/21)) or common type (28.6%(6/21)), while the non-Omicron variant group was dominated with common type (57.0%(53/93)) and severe type (23.7%(22/93)), and the clinical classification of the two groups had statistically difference ( χ2=31.79, P<0.001). The time of positive nucleic acid in Omicron variant group was longer than that in non-Omicron variant group (14.0(10.5, 16.5) d vs 8.5(4.0, 12.0) d, Z=-3.56, P<0.001). The proportion of pneumonia in Omicron variant group was less than that in non-Omicron variant group (28.6%(6/21) vs 86.0%(80/93), χ2=30.52, P<0.001). Differences were all statistically significant. There was no significant difference of the clinical characteristics in pediatric patients, but the proportion of children infected with 2019-nCoV Omicron variant was significantly higher than that infected with 2019-nCoV non-Omicron variant (46.2%(18/39) vs 5.1%(5/98), χ2=33.65, P<0.001). Conclusions:Adults infected with 2019-nCoV Omicron variant in Zhuhai City present with milder clinical symptoms, less proportion of pneumonia, but the time of positive nucleic acid is longer. The clinical characteristics of children infected with 2019-nCoV Omicron variant are not specific, while the proportion of children infected with 2019-nCoV Omicron variant is significantly higher.
7.Clinical characteristics of patients infected with 2019-nCoV Omicron variants BA.1 and BA.2 in Zhuhai city
Yuting LUO ; Jiaoling HE ; Congnan ZHANG ; Zhaoxiong FANG ; Chongjie GAN ; Jiahui LU ; Xiaoliang WEI ; Mingxing HUANG ; Jinyu XIA
Chinese Journal of Clinical Infectious Diseases 2022;15(2):110-118
Objective:To analyze the clinical characteristics of patients infected with 2019-nCoV Omicron variants BA.1 and BA.2 in Zhuhai city.Methods:A retrospective study was conducted to compare clinical characteristics of patients infected with 2019-nCoV Omicron variants BA.1 and BA.2, who were admitted in the Fifth Affiliated Hospital of Sun Yat-sen University during January 13 to March 8 2022. The Mann-Whitney U-test or Kruskal-Wallis H test was used for quantitative data, and the χ2 test or Fisher’s exact test was used for qualitative data. Results:Among 122 patients infected with the Omicron variant, there was 79 adults (BA.1 23 cases, BA.2 56 cases) and 43 children (BA.1 19 cases, BA.2 24 cases). In adults, patients infected with BA.2 sub-variant had a higher baseline viral loads at admission than BA.1 infected patients [7.64(6.92, 8.55) lg copies/mL vs. 6.64(6.04, 7.34) lg copies/mL; Z=-3.022, P=0.003]; compared to BA.1 patients, BA.2 patients had a higher proportion of mild and asymptomatic cases and a lower proportion of common infection cases ( χ2=8.052, P=0.012); the proportion of patients with pneumonia imaging changes in BA.1 patients was higher than that in BA.2 infected patients [(6/23, 26.1%) vs. (2/56, 3.6%); χ2=6.776, P=0.009). In children, the rate of fever in BA.2 group was higher than that in BA.1 group [(16/24, 66.7%) vs. ( 5/19, 26.3%); χ2=6.910, P=0.009); the proportion of patients with reduced lymphocyte counts in BA.2 group was higher than that in BA.1 group [(17/24, 70.8%) vs.(1/19, 5.3%); χ2=18.734, P<0.001). Compared with adult cases, children with BA.2 sub-variant infection had higher fever rate [(16/24, 66.7%) vs. (19/56, 33.9%); χ2=7.317, P=0.007). The viral loads of daily nasal swabs in BA.2 infected patients increased first and then decreased in both adults and children, with a greater decrease than BA.1 during the first two weeks. Conclusions:Compare with 2019-nCoV Omicron variant BA.1, BA.2 has a higher baseline viral loads in adults, which means much more contagious in the early stages. But the viral load drops faster in BA.2 infected patients. In children, BA.2 patients are more likely to have fever and reduced lymphocyte counts, which indicates that the prevention and control of 2019-nCoV Omicron sub-variant BA.2 is more difficult.
8.The clinical study of laparoscopic radical cystectomy for bladder cancer aftar partial cystectomy
Jing LIU ; Min LING ; Yu AN ; Yizhao LUO ; Jianlin HUANG ; Zhiwei MA ; Lijun LI ; Mingxing QIU
Chinese Journal of Urology 2021;42(4):274-277
Objective:To discuss the clinical efficacy of laparoscopic radical cystectomy in the treatment of bladder cancer after partial cystectomy.Methods:The clinical data of 30 patients who underwent laparoscopic radical cystectomy after PC in Sichuan Provincial People's Hospital from March 2016 to August 2020 were retrospectively analyzed. Including 24 males and 6 females with an average age was 62.5 (45.5-82.5)years.6 out of 30 cases underwent pelvic lymph node dissection during PC. All patients had definite pathological diagnosis for the high-grade urothelial carcinoma after PC, and the tumor staging was pT 2-3bN 0M 0.5 patients received postoperative adjuvant chemotherapy with gemcitabine and cisplatin, 6 received postoperative adjuvant radiotherapy, 13 received postoperative adjuvant radiotherapy and chemotherapy, and all patients were received maintenance intravesical instillation. Median time for local tumor recurrence after PC was 9(5-29) months, all patients had pathological diagnosis for the high-grade papillary urothelial carcinoma, cT 2-4N 0M 0 stage.The average tumor diameter was 3.5(2.5-4.5)cm, an average number of tumors was 2(1-3). Laparoscopic salvage cystectomy was performed after recurrence.General anesthesia, supine position, 5 ports were inserted through the abdominal approach. Standard pelvic lymph node dissection (PLND) was used to clean the pelvic lymph nodes. Those who had underwent PLND no longer clean the obturator and peripheral iliac vessels, but including the common iliac vessel and the bifurcation of the abdominal aorta and lymphatic tissues around the inferior vena cava, as well as the presacral lymph nodes. Results:All 30surgeries were successfully performed. The average operative time was 270(240-310)min, average estimated intraoperative blood loss was 180(50-300)ml, and there was no blood transfusion during the perioperative period.The average number of lymph nodes dissected was 18 (10-27). There were 4 cases with positive lymph nodes, of which 3 cases were positive for 2 obturator lymph nodes, and 1 case was positive for 3 obturator and external iliac lymph nodes. No serious intraoperative complications occurred.No lymphatic leakage occurred. The average drainage duration was 4(3-7) d, and postoperative hospital stays was 9(7-20)d. The postoperative pathology was invasive high-grade papillary urothelial carcinoma, and pathological TNM stage was pT 2-4aN 0-2M 0.13 patients received postoperative adjuvant chemotherapy. The average postoperative follow-up time was 23(3-31) months. There were 2 cases of pelvic recurrence and 1 case of retroperitoneal lymph node metastasis. These 3 cases received adjuvant chemotherapy and radiotherapy. Conclusions:Radical cystectomy should be the primary treatment for recurrence of bladder cancer after partial cystectomy.
9.The clinical value of ultrasound in the assessment of the severity of COVID-19
Jianzhong XIAN ; Wuzhu LU ; Ruizhuo LI ; Shushan ZHANG ; Mingxing HUANG ; Zhongzhen SU
Chinese Journal of Ultrasonography 2020;29(7):559-563
Objective:To summarize the ultrasound manifestations of lung lesions in patients with coronavirus disease 2019 (COVID-19), and explore the clinical value of ultrasonography in assessing the severity of the disease.Methods:Thirty-one patients with COVID-19 admitted to the Fifth Affiliated Hospital of Sun Yat-sen University from January 18 to February 5, 2020, were selected as the research subjects. All of them underwent dynamic lung ultrasound. Their lung lesions were observed, and the lung ultrasound score (LUS) was performed, respectively. The correlations between the LUS and the disease classification, the LUS and the blood oxygenation index (PaO 2/FiO 2) were analyzed, respectively. The relationship between the corresponding change of clinical classification and the LUS score when it progressed to moderate/severe was analyzed as well. Results:Among the 31 patients with COVID-19, two (6.5%) had no apparent lesions at the ultrasound, with the LUS score of 0. Twenty-nine (93.5%) showed abnormities at the ultrasound, with the LUS score from 1-26, and the main manifestations were B-line signs. Among them 6 (19.4%) had the "white lung signs" , and 13 (41.9%) had pulmonary consolidations. The LUS score was positively correlated with the clinical classification ( r s=0.683 2, P<0.001) and negatively correlated with PaO 2/FiO 2 ( r=-0.864 3, P<0.001). In the initial and dynamic ultrasonography, 13 patients were graded as moderate/severe according to their LUS scores, and the accuracy of the LUS in assessing severe/critical patients was 81.3% (13/16). It was 1-3 days earlier for the LUS progressing to moderate/severe than clinical classification. Conclusions:Pulmonary ultrasound manifestations of patients with COVID-19 have specific characteristics mainly showing as lung interstitial lesions, which can be combined with pulmonary consolidation. Ultrasound can be used in the assessment of the severity of COVID-19 noninvasively and guide clinical treatment.
10.Modulation of metabolic functions through Cas13d-mediated gene knockdown in liver.
Bingbing HE ; Wenbo PENG ; Jia HUANG ; Hang ZHANG ; Yingsi ZHOU ; Xiali YANG ; Jing LIU ; Zhijie LI ; Chunlong XU ; Mingxing XUE ; Hui YANG ; Pengyu HUANG
Protein & Cell 2020;11(7):518-524

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