1.Feasibility of constructing a diagnostic classification model for cervical instability by magnetic resonance imaging radiomics
Guangqi LU ; Ying CUI ; Jing LI ; Zhangjingze YU ; Liguo ZHU ; Jie YU ; Minghui ZHUANG
Chinese Journal of Tissue Engineering Research 2024;33(33):5370-5374
BACKGROUND:Previous studies on cervical instability failed to explain the dynamic and static interaction relationship and pathological characteristics changes in the development of cervical lesions under the traditional imaging examination.In recent years,the emerging nuclear magnetic resonance imaging(MRI)radiomics can provide a new way for in-depth research on cervical instability. OBJECTIVE:To investigate the application value of MRI radiomics in the study of cervical instability. METHODS:Through recruitment advertisements and the Second Department of Spine of Wangjing Hospital,China Academy of Chinese Medical Sciences,young cervical vertebra unstable subjects and non-unstable subjects aged 18-45 years were included in the cervical vertebra nuclear magnetic image collection.Five specific regions of interest,including the intervertebral disc region,the facet region,the prevertebral muscle region,the deep region of the posterior cervical muscle group,and the superficial region of the posterior cervical muscle group,were manually segmented to extract and screen the image features.Finally,the cervical instability diagnosis classification model was constructed,and the effectiveness of the model was evaluated using the area under the curve. RESULTS AND CONCLUSION:(1)A total of 56 subjects with cervical instability and 55 subjects with non-instability were included,and 1 688 imaging features were extracted for each region of interest.After screening,300 sets of specific image feature combinations were obtained,with 60 sets of regions of interest for each group.(2)Five regions of interest diagnostic classification models for cervical instability were initially established.Among them,the support vector machine model for the articular process region and the support vector machine model for the deep cervical muscle group had certain accuracy for the classification of instability and non-instability,and the average area under the curve of ten-fold cross-validation was 0.719 7 and 0.703 3,respectively.(3)The Logistic model in the intervertebral disc region,the LightGBM model in the prevertebral muscle region,and the Logistic model in the superficial posterior cervical muscle region were generally accurate in the classification of instability and non-instability,and the average area under the curve of ten-fold cross-validation was 0.650 4,0.620 7,and 0.644 2,respectively.(4)This study proved the feasibility of MRI radiomics in the study of cervical instability,further deepened the understanding of the pathogenesis of cervical instability,and also provided an objective basis for the accurate diagnosis of cervical instability.
2.Application of blended teaching based on teaching case library in standardized residency training in department of radiology
Minghui CAO ; Dongye WANG ; Jiaji MAO ; Xiang ZHANG ; Chushan ZHENG ; Guangzi SHI ; Haoyuan CUI ; Jun SHEN
Chinese Journal of Medical Education Research 2024;23(10):1436-1440
Objective:To investigate the teaching activity based on an online radiological teaching case library that integrates various teaching models including problem-based learning (PBL), case-based learning (CBL), flipped classroom, and microclass, as well as its application effect in standardized residency training in department of radiology.Methods:A total of 65 physicians who completed standardized residency training in Department of Radiology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, from 2016 to 2022 were enrolled as subjects and were divided into control group with 32 physicians and experimental group with 33 physicians. The physicians in the control group received traditional teaching, and those in the experimental group received blended teaching with PBL, CBL, flipped classroom, and microclass based on a teaching case library. The two groups were compared in terms of the test scores of clinical thinking and decision making at the end of the course and their assessment and feedback for the teaching method. SPSS 22.0 was used to perform the t-test and the chi-square test. Results:For the assessment of clinical thinking and decision making, compared with the control group, the experimental group had significantly higher score of objective essay questions (49.83±1.27 vs. 48.74±1.64, P<0.05), score of subjective essay questions (39.57±1.75 vs. 36.02±1.81, P<0.05), and total score (89.40±1.54 vs. 84.76±1.93, P<0.05). The experimental group had significantly better assessment and feedback for the teaching method than the control group ( P<0.05). Conclusions:For physicians participating in standardized residency training, the blended teaching model based on teaching case library that integrates PBL, CBL, flipped classroom, and microclass can effectively improve the test scores of clinical thinking and decision making, stimulate their learning initiative and participation enthusiasm in medical imaging, and enhance their comprehensive ability for clinical diagnosis.
3.Expression significance and prognostic value of lncRNA CASC9 and YKT6 in oral squamous cell carcinoma
Dan YANG ; Minghui LEI ; Lifeng CUI ; Zhiwen SHAO ; Yu WEN ; Jingmin FU
International Journal of Laboratory Medicine 2024;45(16):1925-1930
Objective To investigate the expression significance and prognostic value of long non-coding RNA tumor susceptibility candidate gene 9(lncRNA CASC9)and YKT6 in oral squamous cell carcinoma(OSCC).Methods A total of 110 patients with OSCC treated in the Affiliated Hospital of Shaanxi University of Traditional Chinese Medicine from January 2016 to January 2018 were selected as the study objects.The mRNA expression of lncRNA CASC9 and YKT6 in OSCC cancer tissue and adjacent tissues was detected by real-time fluorescence quantitative PCR.Immunohistochemistry was used to detect YKT6 protein expression in OSCC cancer tissue and adjacent tissues.Kaplan-Meier curves were used to analyze the influence of different lncRNA CASC9 and YKT6 mRNA expression on the prognosis of OSCC patients.Cox regression model was used to analyze the prognostic factors of OSCC.Results The lncRNA CASC9 and YKT6 mRNA expression in OSCC cancer tissues were 3.12±0.57 and 2.69±0.42,respectively,which were significantly higher than those in adjacent tissues(1.02±0.25,1.13±0.21),and the differences were statistically significant(t=35.386,34.843,P<0.05).The positive rate of YKT6 protein in OSCC cancer tissues was 81.82%(90/110),which was higher than that in adjacent tissues[9.09%(10/110)],and the difference was statistically signifi-cant(x2=117.333,P<0.05).There was a positive correlation between lncRNA CASC9 mRNA expression and YKT6 mRNA expression in OSCC cancer tissues(r=0.788,P<0.001).The lncRNA CASC9 and YKT6 mRNA expressions in cancer tissues of OSCC with TNM stages m to Ⅳ,low differentiation and lymph node metastasis were higher than those in cancer tissues of OSCC with TNM stages Ⅰ to Ⅱ,high school differenti-ation and no lymph node metastasis,the difference was statistically significant(all P<0.05).The 5-year cu-mulative survival rate of lncRNA CASC9 high expression group and YKT6 mRNA high expression group was lower than that of lncRNA CASC9 low expression group and YKT6 mRNA low expression group,and the difference was statistically significant(Log-rank X2=7.080,8.741,P=0.008,0.003).High expression of ln-cRNA CASC9,high expression of YKT6 mRNA,TNM stage m to Ⅳ,low differentiation and lymph node me-tastasis were prognostic risk factors in OSCC patients.Conclusion The expression of lncRNA CASC9 and YKT6 in OSCC cancer tissue is elevated,which can be used as tumor markers to evaluate the prognosis of OS-CC patients.
4.Application of neurocircuit identification technology in traditional Chinese medicine brain science
Yaru CUI ; Qian GAO ; Zifa LI ; Minghui HU ; Hao ZHANG ; Xiwen GENG ; Xinyu WANG ; Sheng WEI
Acta Laboratorium Animalis Scientia Sinica 2024;32(8):1059-1064
The neural circuit is the material carrier for the realization of brain function,consisting of a complex network of different neurons.Neural circuit identification technology tracks the structure and activity of specific neural circuits,to study their adequacy and necessity for brain function,which is crucial for understanding the pathogenesis of brain diseases.As a high-tech tool in the fields of neuroscience and brain science,neural circuit identification technology has been gradually introduced into basic traditional Chinese medicine(TCM)research in recent years.This systematic review considers the principles of neural circuit identification technology and progress in its application in the field of TCM neuroscience.We note that future developments in this field should be based on the overall concept of TCM characteristics and the design of syndrome differentiation and treatment.Further research on the neural circuit mechanisms of diverse method of TCM in diseases will help to promote the deep integration of TCM and modern neuroscience.
5.The past,present,and future of in vivo-implant-able recording microelectrodes:the neural interfaces
Kun LIU ; Hao ZHANG ; Minghui HU ; Zifa LI ; Kaiyong XU ; Dan CHEN ; Wenqiang CUI ; Cui LYU ; Ran DING ; Xiwen GENG ; Sheng WEI
Chinese Journal of Pharmacology and Toxicology 2023;37(7):553-553
Neural recording electrodes enable the acquisition and collection of electrical signals from neu-rons,and these recorded neural electrical signals are an important means of understanding neuronal activity.As a major component of the brain-machine interface,neu-ral recording electrodes serve as a bridge between the nervous system and external devices.The extracted information can be used to understand the state of the brain and acts as a feedback signal to regulate external devices,thus providing important information for the clini-cal treatment of neurological diseases.Moreover,the electrodes can be used as a vehicle for drug injection to directly treat diseases.Since the time that Strumwas-ser used microwires to achieve long-term recordings of neural activity in hibernating squirrels,implantable elec-trode technology has gradually improved over three gen-erations of development,and progress has been made in improving the biocompatibility,mechanical performance(size,shape,density,etc.),and signal-to-noise ratio.Implantable neural recording electrodes can acquire sig-nals from cortical and deep neural clusters,with the advantages of high signal-to-noise ratio,information con-tent,and spatial/temporal resolution.However,there is still a need to improve the structure and performance of these electrodes;for example,their high invasiveness and lack of biocompatibility pose technical difficulties in the process of translation to the clinic.This paper reviews the basic requirements for electrodes,main recording methods and signal types,common types of implant-able neural recording electrodes,and their challenges and future development directions.With the continuous development of electrode materials,equipment,systems,and neurotechnology,it should be possible to apply neu-ral recording electrodes in clinical practice,to promote safe and efficient treatment of human diseases.
6.Early and mid-term results of surgical treatment for complete atrioventricular septal defect
Fengxiang LI ; Minghui ZOU ; Yanqin CUI ; Li MA ; Xu ZHANG ; Shuliang XIA ; Chunmei HU ; Xinxin CHEN
Chinese Journal of Thoracic and Cardiovascular Surgery 2023;39(7):398-404
Objective:To summarize the results of surgical treatment for complete atrioventricular septal defect(CAVSD) in early and middle stages.Methods:147 children with CAVSD in Guangzhou Women and Children’s Medical Center from January 2010 to December 2019 were selected, Males 85, females 62, median age of surgery 5 months(1 months-10 years old), median body mass 5.5 kg(2.4-20.9 kg). Complete atrioventricular septal defect was diagnosed by ultrasonic cardiogram before surgery. All the children underwent atrial ventricular valve formation and underwent simultaneous repair.Outpatient follow-up was planned.Ultrasonic cardiogram and electrocardiogram were performed. SPSS 22 statistical software was used for data analysis.Results:All 147 CAVSD patients underwent one-time surgical correction.Early postoperative death occurred in 7 cases(4.76%). The causes of death were: 3 cases of pulmonary hypertension crisis, 3 cases of severe mitral insufficiency(MI), 1 case of postoperative malignant arrhythmia, and the rest of the children were cured and discharged. Permanent pacemaker was installed in 3 patients due to atrioventricular block(AVB). The follow-up time was 1-10 years old, and 2 patients died in late stage: 1 patient did not seek medical treatment in time due to infection, and 1 patient had unknown cause. Five patients underwent secondary surgery: 4 due to severe mitral/tricuspid insufficiency(MI/TI) and 1 due to delayed AVB. The mid-term follow-up showed 9 cases of severe MI and 4 cases of severe TI. Compared with children with surgical age<3 months and ≥3 months, there were statistically significant differences in postoperative ventilator-assisted ventilation time, severe MI before postoperative discharge and total mortality between the two groups( P<0.05). Mid-term follow-up results showed no difference between the two groups. There were statistically significant differences in surgical age, postoperative CICU stay time and total hospital stay between the children with trisomy 21-syndrome and those without trisomy 21-syndrome( P<0.05), and there was no difference between the two groups in mid-term follow-up results. Residual shunt of 1-3 mm VSD was found in 29 cases, 26 cases were closed during follow-up, and 3 cases had smaller residual shunt. Conclusion:Modified single patch technique treatment of CAVSD has good effect, low mortality and low re-operation rate. But age <3 months group, infant mortality was significantly increased, the duration of postoperative mechanical assisted ventilation was prolonged, and the proportion of early postoperative severe MI was high.Severe MI and TI is easy to occur after CAVSD, which requires long-term follow-up and timely treatment. The children with trisomy 21-syndrome were similar to those with normal chromosome except for longer stay in ICU and total hospital stay.
7.Enhancement of oligodendrocyte autophagy alleviates white matter injury and cognitive impairment induced by chronic cerebral hypoperfusion in rats.
Huiyang WANG ; Yueyang LIU ; Zhenkun GUO ; Minghui CUI ; Peng PANG ; Jingyu YANG ; Chunfu WU
Acta Pharmaceutica Sinica B 2023;13(5):2107-2123
Cognitive impairment caused by chronic cerebral hypoperfusion (CCH) is associated with white matter injury (WMI), possibly through the alteration of autophagy. Here, the autophagy-lysosomal pathway (ALP) dysfunction in white matter (WM) and its relationship with cognitive impairment were investigated in rats subjected to two vessel occlusion (2VO). The results showed that cognitive impairment occurred by the 28th day after 2VO. Injury and autophagy activation of mature oligodendrocytes and neuronal axons sequentially occurred in WM by the 3rd day. By the 14th day, abnormal accumulation of autophagy substrate, lysosomal dysfunction, and the activation of mechanistic target of rapamycin (MTOR) pathway were observed in WM, paralleled with mature oligodendrocyte death. This indicates autophagy activation was followed by ALP dysfunction caused by autophagy inhibition or lysosomal dysfunction. To target the ALP dysfunction, enhanced autophagy by systemic rapamycin treatment or overexpression of Beclin1 (BECN1) in oligodendrocytes reduced mature oligodendrocyte death, and subsequently alleviated the WMI and cognitive impairment after CCH. These results reveal that early autophagy activation was followed by ALP dysfunction in WM after 2VO, which was associated with the aggravation of WMI and cognitive impairment. This study highlights that alleviating ALP dysfunction by enhancing oligodendrocyte autophagy has benefits for cognitive recovery after CCH.
8.Analysis of treatment responses and kidney prognosis of atypical membranous nephropathy
Xiaoyan FAN ; Xiaodan ZHANG ; Zhao CUI ; Yimiao ZHANG ; Fang WANG ; Xin WANG ; Xuyang CHENG ; Liqiang MENG ; Gang LIU ; Suxia WANG ; Minghui ZHAO
Chinese Journal of Nephrology 2022;38(5):387-396
Objective:To analyze the clinicopathological characteristics, treatment responses and kidney outcomes of patients with atypical membranous nephropathy (MN), and to provide information for the clinical practice.Methods:The clinical data of patients with atypical MN and synchronous primary MN who were diagnosed, treated and followed up in Peking University First Hospital from January 2008 to June 2020 were retrospectively collected and analyzed. Clinicopathological features, treatment responses and kidney prognosis were compared between the two groups. The expression of phospholipase A2 receptor (PLA2R) in kidney tissues was detected by immunofluorescence. Serum anti-PLA2R antibody was detected by enzyme-linked immunosorbent assay. Clinicopathological indexes were compared between PLA2R-related MN group and non-PLA2R-related MN group. Kaplan-Meier (Log-rank test) survival curve and multivariate Cox regression analysis methods were used to analyze the influencing factors of kidney prognosis in patients with atypical MN. The primary endpoint of renal adverse outcome was renal insufficiency, defined as end-stage renal disease or estimated glomerular filtration rate (eGFR) decline>30% baseline and<60 ml·min -1·(1.73 m 2) -1. Results:A total of 65 atypical MN patients were enrolled in this study. Compared with primary MN ( n=324), patients with atypical MN had younger age ( Z=-4.229, P<0.001), higher proportion of hematuria ( χ2=5.555, P=0.018), higher level of urinary protein ( Z=2.228, P=0.026) and lower level of eGFR ( t=-5.108, P<0.001); the proportion of IgG4 deposition in kidneys was lower ( χ2=8.081, P=0.004), and the proportions of IgA ( χ2=16.969, P<0.001) and IgM ( χ2=9.281, P=0.002) deposition were higher. There was no significant difference on gender, serum albumin, positive proportion of anti-PLA2R antibody, anti-PLA2R antibody level and kidney C3/C1q deposition between the two groups (all P>0.05). The proportions of atypical MN patients receiving renin-angiotensin aldosterone system inhibitors (49.3% vs 57.1%), calcineurin inhibitors (27.7% vs 19.1%) and cyclophosphamide (21.5% vs 23.8%) were comparable to those of primary MN patients (all P>0.05). The rates of clinical remission (80.0% vs 77.2%), partial remission (44.6% vs 44.1%), complete remission (35.4% vs 33.1%), spontaneous remission (36.9% vs 42.6%), response to cyclophosphamide (85.7% vs 81.8%), response to calcineurin inhibitor (88.9% vs 79.0%), and relapse (30.8% vs 26.8%) in atypical MN patients were comparable to those in primary MN patients (all P>0.05). During the follow-up 30.0(21.5, 61.5) months, 15 atypical MN patients (23.1%) had eGFR reduction>30%, among whom 7 patients (10.8%) had eGFR reduction>50% and 3 patients (4.6%) had end-stage kidney disease. There was no significant difference on poor kidney prognosis between the two groups (all P>0.05). Kaplan-Meier survival curve showed that patients with age>39 years old ( χ2=10.092, P=0.001), eGFR≤100 ml·min -1·(1.73 m 2) -1( χ2=5.491, P=0.019), tubular interstitial lesion ( χ2=6.999, P=0.008) and no nephropathy remission ( χ2=22.952, P<0.001) had earlier poor renal prognosis. Multivariate Cox regression analysis showed that no nephropathy remission ( HR=12.604, 95% CI 2.691-59.037, P=0.001) was an independent influencing factor for poor renal prognosis in atypical MN patients. Conclusion:No significant difference is found between atypical MN and primary MN on treatment responses and kidney prognosis, which implies that clinical practice of atypical MN can be performed by referring to the guidelines and experience of primary MN.
9.Anthelmintics nitazoxanide protects against experimental hyperlipidemia and hepatic steatosis in hamsters and mice.
Fengfeng LI ; Man JIANG ; Minghui MA ; Xuyang CHEN ; Yidan ZHANG ; Yixin ZHANG ; Yuanyuan YU ; Yunfeng CUI ; Jiahui CHEN ; Hui ZHAO ; Zhijie SUN ; Deli DONG
Acta Pharmaceutica Sinica B 2022;12(3):1322-1338
Lipid metabolism disorders contribute to hyperlipidemia and hepatic steatosis. It is ideal to develop drugs simultaneous improving both hyperlipidemia and hepatic steatosis. Nitazoxanide is an FDA-approved oral antiprotozoal drug with excellent pharmacokinetic and safety profile. We found that nitazoxanide and its metabolite tizoxanide induced mild mitochondrial uncoupling and subsequently activated AMPK in HepG2 cells. Gavage administration of nitazoxanide inhibited high-fat diet (HFD)-induced increases of liver weight, blood and liver lipids, and ameliorated HFD-induced renal lipid accumulation in hamsters. Nitazoxanide significantly improved HFD-induced histopathologic changes of hamster livers. In the hamsters with pre-existing hyperlipidemia and hepatic steatosis, nitazoxanide also showed therapeutic effect. Gavage administration of nitazoxanide improved HFD-induced hepatic steatosis in C57BL/6J mice and western diet (WD)-induced hepatic steatosis in Apoe -/- mice. The present study suggests that repurposing nitazoxanide as a drug for hyperlipidemia and hepatic steatosis treatment is promising.

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