1.Scaffold and SAR studies on c-MET inhibitors using machine learning approaches.
Jing ZHANG ; Mingming ZHANG ; Weiran HUANG ; Changjie LIANG ; Wei XU ; Jinghua ZHANG ; Jun TU ; Innocent Okohi AGIDA ; Jinke CHENG ; Dong-Qing WEI ; Buyong MA ; Yanjing WANG ; Hongsheng TAN
Journal of Pharmaceutical Analysis 2025;15(6):101303-101303
Numerous c-mesenchymal-epithelial transition (c-MET) inhibitors have been reported as potential anticancer agents. However, most fail to enter clinical trials owing to poor efficacy or drug resistance. To date, the scaffold-based chemical space of small-molecule c-MET inhibitors has not been analyzed. In this study, we constructed the largest c-MET dataset, which included 2,278 molecules with different structures, by inhibiting the half maximal inhibitory concentration (IC50) of kinase activity. No significant differences in drug-like properties were observed between active molecules (1,228) and inactive molecules (1,050), including chemical space coverage, physicochemical properties, and absorption, distribution, metabolism, excretion, and toxicity (ADMET) profiles. The higher chemical diversity of the active molecules was downscaled using t-distributed stochastic neighbor embedding (t-SNE) high-dimensional data. Further clustering and chemical space networks (CSNs) analyses revealed commonly used scaffolds for c-MET inhibitors, such as M5, M7, and M8. Activity cliffs and structural alerts were used to reveal "dead ends" and "safe bets" for c-MET, as well as dominant structural fragments consisting of pyridazinones, triazoles, and pyrazines. Finally, the decision tree model precisely indicated the key structural features required to constitute active c-MET inhibitor molecules, including at least three aromatic heterocycles, five aromatic nitrogen atoms, and eight nitrogen-oxygen atoms. Overall, our analyses revealed potential structure-activity relationship (SAR) patterns for c-MET inhibitors, which can inform the screening of new compounds and guide future optimization efforts.
2.Supplementing applied behavioral analysis with speech-language therapy better improves the language ability of children on the autism spectrum
Lifang LI ; Jing LI ; Changjie ZHANG
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(2):139-144
Objective:To observe any effect of supplementing applied behavior analysis with speech-and-language therapy in improving the language ability of children on the autism spectrum.Methods:A total of 60 children with an autism spectrum disorder were divided at random into an experimental group ( n=30) and a control group ( n=30). The control group accepted 3 hours of applied behavior analysis 5 days per week for 3 consecutive months. Over the same period the experiment group accepted 1.5 hours of applied behavior analysis and 1.5 hours of speech-language therapy. Before and after the intervention, sign-significate relations (S-S) and the language retardation examination were used to evaluate the language comprehension, expression, oral communication, the complexity of oral expression content, and the vocabulary of comprehension and expression of the two groups. Results:After the intervention, comprehension and expression in each stage of the S-S had improved significantly in both groups, but the average comprehension and language expression of the experimental group was significantly better than that of the control group. Oral communication improved significantly in both groups but complexity and the vocabulary used had improved significantly more in the experimental group.Conclusion:Supplementing applied behavioral analysis with speech-language therapy can improve the language ability of children on the autism spectrum significantly better than behavioral analysis alone.
3.The current application status of immunotherapy in solid tumors
Lu ZHAO ; Zhengfeng ZHANG ; Dazhen WANG ; Liu YANG ; Ze LIU ; Changjie LOU
Practical Oncology Journal 2024;38(1):55-61
Cancer immunotherapy has great potential and is expected to become the mainstream method of cancer treatment.In the current application of cancer immunotherapy,immune checkpoint inhibitors(ICIs)have achieved remarkable results.The cur-rently widely used ICIs in clinical practice include inhibitors targeting cytotoxic T lymphocyte-associated antigen-4(CTLA-4),pro-grammed death-1(PD-1)and programmed death-ligand 1(PD-L1).In addition,new immunotherapies such as oncolytic viruses and chimeric antigen receptor T cells are gradually entering the clinical practice,and combination therapy related to ICIs has shown unique advantages.This article will focus on the current application status of ICIs,oncolytic viruses,and chimeric antigen receptor T cell ther-apies in solid tumors either their individual or combined forms.
4.Sestrin2 protects against osteoarthritis by regulating the mTORC1 pathway
Zezhong LIU ; Caixia LI ; Xiaoguang LIU ; Daotong FU ; Changjie LIU ; Yimin ZHANG ; Shibo ZHAO
Military Medical Sciences 2024;48(8):579-585
Objective To explore the mechanism by which Sestrin2(SESN2)regulates autophagy activity of chondrocytes by mediating mammalian rapamycin target protein complex 1(mTORC1)signaling pathway.Methods The normal chondrocytes were treated with interleukin-1 β(IL-1β)to establish an osteoarthritis(OA)chondrocyte model,which was divided into the control group and the IL-1 β-treated group.Real-time quantitative PCR(qPCR)and Western blot were used to detect the expression levels of matrix metalloproteinase 13(MMP13),type Ⅱ collagen(COL2A1)and SESN2 in the two groups.The cell models of the chondrocyte overexpression SESN2 group and knockdown SESN2 group were obtained via cell transfection technology,and the expression levels of SESN2 in each group were detected by qPCR while those of SESN2,MMP13,COL2A1,mTORC1 pathway-related proteins and autophagy-related proteins in each group were detected by Western blot.The effects of SESN2 on cell proliferation and migration were detected by CCK-8 and cell scratch assay.Results(1)The expression level of MMP13 in the IL-1 β-treated group was significantly up-regulated,while the expression levels of COL2A1 and SESN2 were significantly decreased.(2)Compared with the control group,the expressions of p-mTORC1,ribosomal protein S6 kinase 1(S6K1),and MMP13 protein in OA chondrocytes in the overexpression group were significantly down-regulated,while the expressions of adenosine 5'-monophosphate(AMP)-activated protein kinase(AMPK)and chondroprotective gene COL2A1 were significantly increased,and the expression level of Beclin-1 and the ratio of microtubule associated protein 1 light chain 3-Ⅱ(LC3-Ⅱ)/(LC3-Ⅰ)were increased.Meanwhile,overexpression of SESN2 could up-regulate the proliferation and migration of chondrocytes,but the results were opposite after knockdown of SESN2.Conclusion SESN2 can enhance autophagy,proliferation and migration of chondrocytes by inhibiting mTORC1 pathway,which has provided data for revealing the pathogenesis of OA and exploring new therapeutic methods.
5.A qualitative study on the post-traumatic growth course for women with termination of pregnancy due to fetal abnormalities
Weitao LI ; Jinyan WANG ; Huiling WU ; Fei ZHANG ; Changjie YANG ; Liping WU
Chinese Journal of Nursing 2024;59(8):967-973
Objective To explore the post-traumatic growth course for women with termination of pregnancy due to fetal abnormalities and analyze the promoting factors,in order to provide a basis for nursing and intervention tactics.Methods The purposive sampling and theoretical sampling methods were used to select 16 women who were diagnosed with fetal abnormalities and decided to terminate pregnancy in the obstetrics department of a tertiary care maternity hospital in Beijing from May 2021 to February 2022.Women were interviewed by semi-structured interviews,and the data was analyzed by Charmaz's constructing grounded theory paradigm.Results Women with termination of pregnancy due to fetal abnormalities underwent 4 stages of post-traumatic growth:traumatic stress period,rumination and seeking of help period,and acceptance internalization period,and post-traumatic growth period.The behavior of each period was influenced by the psychological experience of the corresponding period and influenced the experience of the next period.Extroverted personality,previous normal pregnancy and delivery experience,positive perception of events,positive self-identification,good social support,appropriate hospitalization environment and regulations,open mindedness towards death and religious belief,affected women's post-traumatic growth.Conclusion The post-traumatic growth course of women with termination of pregnancy due to fetal anomaly is a complex continuously sublimated process.Medical staff should pay attention to psychological and behavioral changes in women's post-traumatic growth,combine the factors that promote post-traumatic growth,and provide targeted guidance to help them successfully go through this difficult period and achieve personal growth.
6.Analysis of malnutrition as per global leadership initiative on malnutrition criteria and its influencing factors in inflammatory bowel disease patients from a tertiary hospital in Shenzhen
Guanjun WANG ; Jinru YANG ; Changjie XU ; Xin ZHANG ; Haijun ZHOU ; Ming ZHANG
Chinese Journal of Clinical Nutrition 2023;31(1):9-17
Objective:To understand and explore the incidence and influencing factors of malnutrition in patients with inflammatory bowel disease.Methods:This study was a cross-sectional study. Patients with inflammatory bowel disease hospitalized in the Department of Gastroenterology of a tertiary hospital in Shenzhen from March 1 to August 31, 2021 were enrolled. Indicators related to nutrition and clinical outcome were collected, including height, weight, body mass index (BMI), nutritional risk screening (NRS 2002) results, malnutrition diagnosis as per Global Leadership Initiative on Malnutrition (GLIM) criteria and Pittsburgh Sleep Quality Index (PSQI). Chi-square test, t-test and Wilcoxon rank sum test were used as appropriate for univariate analysis, and binary logistic regression analysis was used for multivariate analysis.Results:A total of 188 patients were included in this survey. There were 145 (77.1%) patients with no malnutrition, 38 (20.2%) with moderate malnutrition, and 5 (2.7%) with severe malnutrition according to GLIM criteria. In the subgroup of 47 ulcerative colitis patients, 12 (25.5%) were with moderate malnutrition and 3 (3.4%) were with severe malnutrition. In the subgroup of 141 Crohn's disease patients, 26 (18.4%) were with moderate malnutrition and 2 (1.4%) were with severe malnutrition. When divided by the presence or absence of malnutrition, there were statistically significant differences in age ( t = -2.237, P = 0.026), disease stage ( χ 2 = 22.299, P < 0.001), history of digestive tract resection ( χ 2 = 6.890, P = 0.009), intestinal infection ( χ 2 = 4.010, P = 0.045), gastrointestinal symptoms ( χ 2 =11.884, P = 0.001), hemoglobin ( t = 5.160, P < 0.001), serum albumin ( t = 3.96, P < 0.001), prealbumin ( t = 5.061, P < 0.001) and PSQI scores ( t = -4.744, P < 0.001). Multivariate analysis showed that the stage of disease, history of partial resection of digestive tract, gastrointestinal symptoms, hemoglobin, prealbumin and PSQI scores were the main influencing factors of malnutrition. Conclusions:IBD patients at older age, at active stage, and with history of partial digestive tract resection, intestinal infection, gastrointestinal symptoms, low hemoglobin, low serum albumin, low prealbumin and poor sleep quality are more likely to develop malnutrition. Timely intervention should be carried out to improve the nutritional status of these patients.
7.Ultrashort wave alleviates oxygen -glucose deprivation/reoxygenation injury via up -regulation of SPCA1 expression in N2a cells.
Jinling TANG ; Rumi WANG ; Yongmei FAN ; Changjie ZHANG ; Ying KONG
Journal of Central South University(Medical Sciences) 2023;48(5):641-647
OBJECTIVES:
Application of ultrashort wave (USW) to rats with cerebral ischemia and reperfusion injury could inhibit the decrease of expression of secretory pathway Ca2+-ATPase 1 (SPCA1), an important participant in Golgi stress, reduce the damage of Golgi apparatus and the apoptosis of neuronal cells, thereby alleviating cerebral ischemia-reperfusion injury. This study aims to investigate the effect of USW on oxygen-glucose deprivation/reperfusion (OGD/R) injury and the expression of SPCA1 at the cellular level.
METHODS:
N2a cells were randomly divided into a control (Con) group, an OGD/R group, and an USW group. The cells in the Con group were cultured without exposure to OGD. The cells in the OGD/R group were treated with OGD/R. The cells in the USW group were treated with USW after OGD/R. Cell morphology was observed under the inverted phase-contrast optical microscope, cell activity was detected by cell counting kit-8 (CCK-8), apoptosis was detected by flow cytometry, and SPCA1 expression was detected by Western blotting.
RESULTS:
Most of the cells in the Con group showed spindle shape with a clear outline and good adhesion. In the OGD/R group, cells were wrinkled, with blurred outline, poor adhesion, and lots of suspended dead cells appeared; compared with the OGD/R group, the cell morphology and adherence were improved, with clearer outlines and fewer dead cells in the USW group. Compared with the Con group, the OGD/R group showed decreased cell activity, increased apoptotic rate, and down-regulating SPCA1 expression with significant differences (all P<0.001); compared with the OGD/R group, the USW group showed increased cell activity, decreased apoptotic rate, and up-regulating SPCA1 expression with significant differences (P<0.01 or P<0.001).
CONCLUSIONS
USW alleviates the injury of cellular OGD/R, and its protective effect may be related to its up-regulation of SPCA1 expression.
Animals
;
Rats
;
Apoptosis
;
Brain Ischemia
;
Glucose/metabolism*
;
Oxygen/metabolism*
;
Reperfusion Injury/metabolism*
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Transcriptional Activation
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Up-Regulation
;
Calcium-Transporting ATPases/metabolism*
8.The value of MobileNet in classification of bedside chest radiograph
Mingzhu MENG ; Changjie PAN ; Jie CHEN ; Xiaoxia CHEN ; Hao ZHANG
Chinese Journal of Radiology 2023;57(12):1325-1330
Objective:To investigate the value of a deep learning method based on MobileNet in classification of bedside chest radiograph and improvement of the work efficiency.Methods:A total of 6, 320 bedside chest radiographs from January 2017 to December 2022 in the Second Peoples′ Hospital of Changzhou were retrospectively collected. The included cases were divided into normal group (885 images), pneumonia group (1 927 images), pleural effusion group (373 images), and pneumonia with pleural effusion group (3 135 images). Three hundred and fifty images were selected as a validation set, while the remaining images were divided into a train set (4 775 images) and a test set (1 195 images) using simple randomization, by 8∶2 ratio. Two lightweight convolutional neural network models (MobileNetV1 and MobileNetV2) were used to construct a bedside chest radiograph classification model, based on which two fine-tuning strategies were designed. Four models were generated namely MobileNetV1_False (V1_False), MobileNetV1_True (V1_True), MobileNetV2_False (V2_False) and MobileNetV2_True (V2_True). In the first stage, a binary classification model was established to divide the images into normal and lesion groups; then a four-class classification model was established in the second stage, with which the images were divided into four groups: normal, pneumonia, pleural effusion and pneumonia with pleural effusion. Metrics for model performance evaluation including accuracy (Ac), precision (Pr), recall rate (Rc), F1 score (F1) and area under the receiver operating characteristic curve (AUC) were calculated.Results:In both the first and second stages, V1_True and V2_True had higher Ac, Pr, Rc, and F1 than V1_False and V2_False in both the training set and validation set; and the V1_True model outperformed the other three models in classification. The classification Ac of the V1_True model in the validation set was higher than that of radiologists in the first stage [95.71% (335/350) vs. 90.29% (316/350)] and in the second stage [93.43% (327/350) vs. 87.14% (305/350)]. The recognition time of V1_True model′s in the validation set of 350 bedside chest radiographs was significantly less than that of the radiologists (mean: 17 s vs. 300 min).Conclusions:V1_True is an optimal MobileNet model for classifying bedside chest radiographs. The application of this model in clinical practice may help to accurately identify the information of lung lesions from bedside chest radiographs in time, and may improve the work efficiency in the radiology department.
9.Accumulation and Distribution of Dry Matter and Mineral Elements in Artemisia argyi var. argyi cv. Qiai
Lujuan GUO ; Changjie CHEN ; Jinxin LI ; Yan FANG ; Baohui ZHANG ; Dahui LIU
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(24):186-196
ObjectiveTo clarify the accumulation and distribution characteristics of dry matter and mineral elements in Artemisia argyi var. argyi cv. Qiai, and to provide technical support for the high yield of and efficient utilization of nutrients in this medicinal species. MethodTwo cultivars of this species, Qiqing 1 and Qihuang 1 were selected, and the composition of dry matter in different organs, the content, accumulation, and distribution of mineral elements in each organ of the two cultivars, and the dynamic changes of volatile oil content and index components eucalyptol and borneol in leaves of the two cultivars were monitored at different growth stages. ResultThe period from February to March marked the early growth stage of Qiai, and the dry matter was mainly distributed in the leaves. It accelerated the growth in April, and the period from April to mid-June witnessed the vigorous vegetative growth of Qiai, during which the dry matter was mainly found in the stems and leaves. It began the reproductive growth from late June and the dry matter was mainly distributed in the stems. In the flowering stage in August, no dry matter accumulation occurred. As for the volatile oil, the content was high (> 1.10%) at the vigorous vegetative growth stage and peaked on June 14 (1.33% in Qiqing 1, and 1.23% in Qihuang 1). The relative mass fraction of eucalyptol was the maximum at the vegetative growth stage (8.67% in Qiqing 1, and 13.07% in Qihuang 1). The relative mass fraction of borneol peaked at the early growth stage (2.63% in Qiqing 1, and 5.94% in Qihuang 1). The content of nitrogen, phosphorus, potassium, and zinc in leaves was in significantly positive correlation with the content of volatile oil and the relative content of eucalyptol and borneol. The content of macroelements nitrogen, phosphorus, potassium, and calcium and trace elements iron and zinc peaked at the early growth stage, and the content was the highest in stem and leaf. The content of macroelement magnesium and trace elements manganese and copper was the highest at vegetative growth stage when the content of other elements decreased and the nutrients were gradually transferred to the buds, flowers and other organs. In the whole growth period, the distribution of potassium, calcium, and zinc was in the order of leaf > stem > root, and the distribution of nitrogen, phosphorus, copper, magnesium, and manganese followed the order of leaf > root > stem. The distribution of iron was in the order of root > leaf > stem. There was a significantly positive correlation between the total amount of dry matter and the absorption of nutrients in 'Qiai'. The absorption of macroelements by Qiai was in the order of potassium > nitrogen > calcium > phosphorus > magnesium, and the ratio of absorbed elements was about 2.66∶2.51∶0.6∶0.11∶0.04. The absorption of trace elements followed the order of manganese > iron > zinc > copper, and the ratio of absorbed elements was about 0.25∶0.17∶0.05∶0.04. In terms of the production of medicinal materials, 'Qiai' needed about 4.11 kg potassium, 3.58 kg nitrogen, 0.91 kg phosphorus, 0.18 kg calcium, 0.06 kg magnesium, about 6.64 g manganese, 2.56 g iron, 1.30 g zinc, and 0.92 g copper to produce 100 kg medicinal materials. ConclusionEnough organic fertilizer and phosphorus and potassium fertilizers should be applied as base fertilizers for Qiai. The vegetative growth stage (April-June) marks the high accumulation of dry matter and large demand of nutrients, during which topdressing should be conducted timely and early, especially nitrogen fertilizer, and appropriate amount of micro-element fertilizer should be added. Qiai needs a large amount of calcium and magnesium fertilizers from the mid-vegetative growth stage, and they should be applied in time in the late stage to ensure the vegetative growth of the plants for seeds and the quality of the medicinal material of Qiai.
10.Changes in default network topology properties of brain function in maintenance dialysis patients with end-stage renal disease with cognitive impairment
Zijian JIANG ; Zhiwei SONG ; Ling ZOU ; Tongqiang LIU ; Changjie PAN ; Liyi ZHANG ; Haifeng SHI
Chinese Journal of Behavioral Medicine and Brain Science 2022;31(3):229-234
Objective:To investigate the relationship between the changes of default network topology properties of brain function and cognitive function in patients with end-stage renal disease (ESRD).Methods:A total of 31 patients with ESRD were enrolled in the Department of Nephrology, Changzhou Second Hospital Affiliated to Nanjing Medical University from January 2019 to December 2020, and 18 healthy persons were included in the same period as the control group.The cognitive function was evaluated with the Montreal cognitive assessment (MoCA) and trail making tests, and then the subjects were examined by resting-state functional magnetic resonance imaging (rs-fMRI). After preprocessing, the brain functional network was constructed and the topology properities of the network were calculated.The SPSS 20.0 software was used for statistical analysis.Independent sample t-test, chi square test and Pearson correlation analysis were used for data statistics. Results:(1) The score of MoCA in the ESRD group(23.37±1.77) was significantly lower than that in the healthy control group(27.94±1.13)( t=9.537, P<0.001). (2) The levels of Eglobal, Elocal, Cp and Sigma in ESRD group ((0.129±0.025), (0.148±0.040), (0.188±0.046), (1.593±0.650)) were significantly lower than those in healthy control group ((0.160±0.040), (0.212±0.024), (0.276±0.049), (2.004±0.864))( t=3.591, 7.474, 7.058, 2.034, all P<0.05). The Lp value of the ESRD group (8.131±1.905) was significantly higher than that of the control group (6.777±2.150)( t=2.583, P< 0.05). The node efficiency values of bilateral dorsolateral superior frontal gyrus, left middle frontal gyrus, bilateral posterior cingulate gyrus, right hippocampus, left superior marginal gyrus, bilateral angular gyrus and bilateral cuneate anterior lobe in ESRD group ((0.133±0.071), (0.201±0.047), (0.211±0.106), (0.175±0.066), (0.276±0.113), (0.122±0.146), (0.042±0.075), (0.171±0.027), (0.154±0.078), (0.240±0.095), (0.161±0.056))were lower than those in the healthy control group((0.312±0.075), (0.289±0.091), (0.277±0.132), (0.284±0.053), (0.368±0.063), (0.231±0.227), (0.120±0.162), (0.296±0.064), (0.310±0.186), (0.318±0.066), (0.286±0.103))( t=2.107-9.436, all P<0.05). (3)Pearson correlation analysis showed that the node efficiency values of bilateral posterior cingulate gyrus and right hippocampus in ESRD group were positively correlated with the score of MoCA( r=0.36, 0.49, 0.53, all P<0.05). Conclusion:The topological structure of brain functional network is abnormal in ESRD patients, which can affect the cognitive function of patients.

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