1.The effect of GMDTC on attenuating cisplatin-induced toxicity in the treatment of tumor-bearing rats
Xin DUAN ; Wei HU ; Zhiyong ZHONG ; Xiaojiang TANG
China Occupational Medicine 2025;52(2):121-128
Objective To investigate the protective effect of sodium (s)-2-(dithiocarboxylato((2R,3R,4R,5R,6R)-2,3,4,5,6-pentahydroxyhexyl) amino)-4-(methylthio) butanoate (GMDTC) against cisplatin-induced toxicity during antitumor treatment. Methods Specific pathogen-free female SD rats were inoculated with LLC-WRC-256 tumor cells to establish tumor-bearing models, which were randomly divided into the model control group, cisplatin control group, and low-, medium-, and high-dose GMDTC groups, with 10 rats in each group. Another negative control group with 10 rats was included. Rats in the cisplatin control group and the three GMDTC dose groups were injected intravenously with cisplatin at a dose of 5 mg/kg body mass for one time. After 2.0 hours, rats in the three GMDTC dose groups were injected intravenously with GMDTC at doses of 27, 54, and 108 mg/kg body mass, once per day for five consecutive days. Tumor volume, platinum levels in biological samples (whole blood, urine, kidney, and tumor tissue), serum creatinine (Cr) and urea nitrogen (BUN) levels were measured at different time points. The tumor mass was measured, the pathological changes of renal tissue were observed, and the complete blood count was tested. Results The dilation of renal tubules, cell necrosis and shedding, and the formation of renal tubule patterns in the kidneys of rats in the medium- and high-dose GMDTC groups were significantly reduced compared with those in the cisplatin control group. The tumor volume of rats in the cisplatin control group and the three GMDTC dose groups decreased on the 3rd, 5th and 7th days after cisplatin administration, and the tumor weight decreased on the 7th days compared with the model control group (all P<0.05). However, there was no significant difference in the above indexes among the four groups (all P>0.05). The levels of serum Cr and BUN of rats in the cisplatin control group on the 3rd, 5th, and 6th days after cisplatin administration, as well as the score of renal tubular injury degree on the 7th day, were higher than those in the negative control group and the model control group (all P<0.05). The serum Cr levels of rates on the 3rd and 5th days after cisplatin administration, the serum BUN levels on the 5th day in the medium- and high-dose GMDTC groups, the score of renal tubular injury degree, and renal platinum level on the 7th day decreased compared with the cisplatin control group (all P<0.05), while the serum Cr and BUN levels on the 6th day and the whole-blood platinum levels in the high-dose GMDTC group decreased (all P<0.05). The urinary platinum levels of rats in the three GMDTC dose groups increased on the 1st day after GMDTC administration (all P<0.05), but decreased on the 3rd day compared with the cisplatin control group (all P<0.05). The counts of white blood cells, neutrophils, lymphocytes and platelets of rats in the cisplatin control group were lower than those in the model control group (all P<0.05). There was no significant difference in the above indexes of rats between the three GMDTC dose groups and the cisplatin control group (all P>0.05). Conclusion Intravenous administration of GMDTC at doses of 54 or 108 mg/kg body mass effectively reduce the nephrotoxicity of cisplatin-treated rats with LLC-WRC-256 tumors without affecting the antitumor effect of cisplatin.
2.Bioinformatics analysis of acute kidney injury based on pathway-associated deep neural network
Shuifen LIANG ; Wei GANG ; Wei CHEN ; Caiming ZHONG ; Linxi HUANG ; Yuanjun WANG ; Zhiyong GUO
Academic Journal of Naval Medical University 2025;46(9):1148-1158
Objective To screen for key genes and important pathways common for different etiologies of acute kidney injury(AKI)by pathway-associated deep neural network and multiple machine learning algorithms.Methods AKI microarray datasets GSE30718,GSE37838,GSE53769,GSE108113,GSE125779,GSE99325,and GSE174020 downloaded from the Gene Expression Omnibus(GEO)database were merged,including 60 kidney samples from AKI patients and 79 kidney samples from healthy controls.They were divided(8∶2)into training sets and test sets,and were used to train and evaluate pathway-associated deep neural network and 4 machine learning algorithms,including least absolute shrinkage and selection operator(LASSO),random forest(RF),support vector machine-recursive feature elimination(SVM-RFE),and extreme gradient boosting(XgBoost),to screen for common key genes and pathways of different etiologies of AKI.The downloaded datasets GSE99340 and GSE1563 were merged,including 43 kidney samples from AKI patients and 36 kidney samples from healthy controls,which were used as external validation sets for LASSO model and nomogram performance test based on the final screened genes.The pathway-associated deep neural network and machine learning algorithms were evaluated using receiver operating characteristic curves,precision,recall,accuracy,and F1-score.The immune cell infiltration characteristics were explored in AKI via cell-type identification by estimating relative subsets of RNA transcripts(CIBERSORT),and Pearson correlation coefficients were used to evaluate the correlation between the final screened common key genes and immune cell infiltration levels.Results The pathway-associated deep neural network trained by 5-fold cross validation produced an area under curve(AUC)of 0.914 5±0.007 0,a precision of 0.750 0±0.044 0,a recall of 0.923 1±0.048 0,an accuracy of 0.838 7±0.016 0,and an F1-score of 0.827 6±0.020 0 in the test set,yielding a robust and highly accurate classification performance for AKI,and identified key pathways and a subset of candidate genes.The 4 machine learning algorithms all achieved high discriminative performance for AKI in the test set with AUC≥0.860,precision≥0.750,recall≥0.800,and F1-score≥0.774,and screened 7 common key genes for AKI with different etiologies,including CD86,C-X-C motif chemokine ligand 10(CXCL10),dynamin 2(DNM2),proto-oncogene FOS,transcription factor 12(TCF12),VGF nerve growth factor inducible(VGF),and A kinase anchoring protein 5(AKAP5).Based on the final screened common key genes,the LASSO model had an AUC of 0.940 4 for the test set and an AUC of 0.944 4 for the external validation,and the model showed a very high discriminatory ability for the AKI,which demonstrated the overall regulatory performance of the genes.The nomogram constructed based on the screened 7 genes demonstrated the highest classification performance with an AUC of 0.928 9,validating the outstanding contribution and overall action performance of the screened individual genes.Immune cell infiltration analysis showed that there were significant differences in B cells na?ve,mast cells activated,monocytes,macrophages M1,B cells memory,and dendritic cells activated between AKI samples and healthy control samples(all P<0.05).Macrophages M1 and monocytes were positively correlated with CD86 and CXCL10,mast cells activated were positively correlated with FOS,and B cells na?ve were negatively correlated with CD86 and CXCL10(all P<0.01).Mast cells activated were positively correlated with VGF and negatively correlated with CD86 and TCF12,while memory B cells were positively correlated with CD86(all P<0.05).Conclusion Strategy combining pathway-associated deep neural network and multiple machine learning classifiers can mine high-value key genes from high-dimensional,complex and heterogeneous transcriptomic data as potential targets for therapeutic interventions in AKI.
3.Pathological complete response in Pancoast tumor with EGFR/ERBB2 co-mutation following neoadjuvant targeted therapy and sequential chemoimmunotherapy: A case report
Zhiyong CHEN ; Riqiang LIAO ; Wenzhao ZHONG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(12):1800-1804
Pancoast tumor, a special subtype of non-small cell lung cancer originating from the apex of the upper lobe, is characterized by its complex clinical manifestations and high treatment difficulty due to its unique anatomical location, often leading to a relatively poor prognosis. Currently, guidelines recommend neoadjuvant concurrent chemoradiotherapy followed by surgery as the standard treatment strategy, which has significantly improved overall patient survival compared to previous approaches. However, this regimen has limitations, including significant toxicity, increased surgical complexity, and a lack of individualized treatment options. In recent years, new strategies such as neoadjuvant targeted therapy and immunechemotherapy combinations have shown higher pathological response rates and manageable safety profiles in clinical studies, offering new directions for treating Pancoast tumors. This case report describes a 56-year-old female diagnosed with stage ⅢC Pancoast tumor harboring co-mutations in EGFR and ERBB2 and high PD-L1 expression. Through dynamic biopsy-guided precise targeted therapy, a neoadjuvant strategy incorporating immunotherapy and chemotherapy, and successful surgical intervention, pathological complete response was achieved. This case highlights the critical value of a multidisciplinary team approach and precision medicine in the management of Pancoast tumor.
4."Procurement"-"management"separation new model for the procurement system in public hospitals
Dongyu LIU ; Zhiyong ZHONG ; Shaoxiu DAI ; Yanqing CHEN
Modern Hospital 2024;24(2):246-249
Procurement constitutes a cornerstone of daily operations in public hospitals,involving medical equipment,medical materials,pharmaceuticals,infrastructure projects,office supplies,and service-oriented projects.The responsibility for procurement used to rest on various functional departments overseeing business management,a situation that often led to a lack of transparency and standardization due to decisions made by a single department or a few key cadres.To standardize procurement practices,the national policy has introduced a"procurement"and"management"separation model.In public hospitals,pro-curement includes two main aspects:"procurement"entails the actual execution of purchasing activities,including market re-search,price negotiation,tender document formulation,and contract signing;and"management"involves the preliminary re-search,budgeting and project initiation,installation and commissioning,inventory acceptance,maintenance quality control,and usage management of procured items.The separation of"procurement"and"management"is an important part of the procure-ment management unit in the modern hospital administration.This process-based division ensures the functional distinction be-tween procurement and management,fostering interdepartmental collaboration and mutual oversight,thereby mitigating procure-ment integrity while safeguarding procurement quality.
5.The role of GMDTC in alleviating cisplatin-induced acute kidney injury in rats
Yiran KANG ; Wei HU ; Zhiyong ZHONG ; Xiaojiang TANG
China Occupational Medicine 2024;51(1):31-36
ObjectiveTo investigate the protective effect of N-(2R,3R,4R,5R,6R-pentahydroxyhexyl)-(N-disubstituted sodium formate)-L-methylthio-glutamate sodium (GMDTC) against cisplatin-induced acute kidney injury (AKI) in rats. Methods Specific pathogen free male adult SD rats were randomly divided into the control group, model group, low-dose group and high-dose group, with eight rats in each group. The rats in the latter three groups were injected with cisplatin at a dose of 4 mg/kg body mass through the tail vein to establish an AKI model, while the control group was not treated. Rats in the low-dose and high-dose groups were injected with injectable GMDTC at doses of 108 and 433 mg/kg body mass through the tail vein, respectively, in two hours after intoxication, while the rats in the model group were injected with an equal volume of 0.9% sodium chloride solution, once per day for five consecutive days. The 24-hours urine platinum level at day 1, 3, 5 and the level of whole blood platinum, serum platinum, urinary platinum and renal platinum at day 6 were determined using the inductively coupled plasma-mass spectrometry after GMDTC administration. Serum renal functional indicators and electrolyte level were detected, and renal histopathology was observed at day 6 after GMDTC administration. Results The levels of serum urea, serum creatinine, serum calcium ion, whole blood platinum, serum platinum and renal platinum, and the score of renal tubular injury in the model group were higher than those in the control group (all P<0.05). The 24-hours urinary platinum level at day 1, 3 and 5 after GMDTC administration in the model group was also higher than those in the control group (all P<0.05), and AKI changes were observed in histopathology. The levels of serum urea, serum creatinine, serum calcium ion, whole blood platinum, serum platinum, renal platinum, and renal tubular injury scores of rats in the low- and high-dose groups decreased compared with that in the model group (all P<0.05). The 24-hour urinary platinum levels on the first day after GMDTC administration of rats in the low- and high-dose groups increased compared with that in the model group (all P<0.05), as well as the renal histopathological changes of AKI were improved. However, there was no significant difference in the above-mentioned indicators between the low- and high-dose groups (all P>0.05). Conclusion GMDTC can promote the elimination of platinum in urine, effectively reduce the platinum level in blood and renal tissues, alleviate the pathological damage of renal tubules in rats, and improve the cisplatin-induced AKI.
6.Initial dose and safety of cadmium-antidote GMDTC for intravenous infusion
Qile ZHAO ; Yuting GAO ; Wei HU ; Zhiyong ZHONG ; Xuefeng REN ; Xiaojiang TANG
China Occupational Medicine 2024;51(3):257-264
Objective To investigate the initial dose and safety of intravenous infusion of sodium (s)-2-(dithiocarboxylato((2R,3R,4R,5R,6R)-2,3,4,5,6-pentahydroxyhexyl) amino)-4-(methylthio) butanoate (GMDTC) for the displacement of cadmium. Methodsi) Efficacy test. The New Zealand male rabbits were randomly divided into model group, calcium disodium edetate (EDTA) group and GMDTC low-, medium- and high-dose groups after cadmium poisoning using 2.5 cadmium chloride dihydrate. Rabbits in EDTA group were intravenously injected with EDTA dipotassium at a dose of 93.5 mg/kg body weight, rabbits in the three doses groups were intravenously injected of GMDTC at doses of 12.0, 36.0, and 108.0 mg/kg body weight, respectively. The rabbits in the control group (separate set) and model group were intravenously injected with equal volumes of 0.9% sodium chloride solution, administered for five consecutive days per week for 1, 2, and 4 weeks. ii) Toxicity test. Specific pathogen free SD rats were randomly divided into solvent control group and low-, medium- and high-dose groups. In the acute toxicity test, the rats in the three-dose groups were intravenously injected of GMDTC at doses of 200.0, 800.0 and 3 000.0 mg/kg body weight, respectively. In the long-term toxicity test, the rats in the three-dose groups were intravenously injected GMDTC at doses of 100.0, 500.0 and 2 000.0 mg/kg body weight, respectively, once a day for four consecutive weeks, with a recovery period of four weeks. The rats in the solvent control group were given an equal volume 0.9% sodium chloride solution intravenously at the same time. The maximum tolerated dose (MTD) and no observable adverse effect level (NOAEL) were detected. Resultsi) In the one week treatment experiment, the 24 hours urinary cadmium levels of rabbits in the three doses groups were higher than those in the model group at the same time point (all P<0.05). In the two weeks treatment experiment, the 24 hours urinary cadmium levels of rabbits in medium-dose and high-dose groups at the three time points were higher than those in the model group at the same time point (all P<0.05). In the four weeks treatment experiment, the 24 hours urinary cadmium level on the 19th day of rabbits in the low-dose group was higher than that in the model group at the same time point (P<0.05), and the 24 hours urinary cadmium levels of rabbits in medium- and high-dose groups at the five time points were higher than those in the model group at the same time point (all P<0.05), except for the rabbits of fifth day of the medium-dose group. The kidney cadmium levels of rabbits in the low-dose group after four week of treatment and in the medium- and high-dose groups after one, two, and four weeks of treatment decreased compared with the model group (all P<0.05). No obvious adverse effects were observed during the treatment. ii) The MTD of GMDTC in rats administered intravenously in a single dose was 3 000.0 mg/kg body weight. During the period of intravenous infuseion with GMDTC for four consecutive weeks, the blood drug level reached the peak at the end of the first and last administrations (eight min), and no clinical adverse reactions were observed during this period of time, nor was there any apparent accumulation. The NOAEL for intravenous infusion of GMDTC for four consecutive weeks in rats was 500.0 mg/kg body weight. Conclusion The initial dose of the GMDTC injection in the cadmium poisoning rabbit was 36.0 mg/kg body weight, and the recommended initial dose for human is 480.0 mg/person. Intravenous infusion of GMDTC is characterized by rapid absorption, rapid elimination, and no accumulation.
7.Hmga2 knockdown enhances osteogenic differentiation of adipose-derived mesenchymal stem cells and accelerates bone defect healing in mice
Zhiyong KE ; Zicheng HUANG ; Ruolin HE ; Qian ZHANG ; Sixu CHEN ; CUI ZHONG-KAI ; Jing DING
Journal of Southern Medical University 2024;44(7):1227-1235
Objective To investigate the role of high-mobility group AT-hook 2(HMGA2)in osteogenic differentiation of adipose-derived mesenchymal stem cells(ADSCs)and the effect of Hmga2 knockdown for promoting bone defect repair.Methods Bioinformatics studies using the GEO database and Rstudio software identified HMGA2 as a key factor in adipogenic-osteogenic differentiation balance of ADSCs.The protein-protein interaction network of HMGA2 in osteogenic differentiation was mapped using String and visualized with Cytoscape to predict the downstream targets of HMGA2.Primary mouse ADSCs(mADSCs)were transfected with Hmga2 siRNA,and the changes in osteogenic differentiation of the cells were evaluated using alkaline phosphatase staining and Alizarin red S staining.The expressions of osteogenic markers Runt-related transcription factor 2(RUNX2),osteopontin(OPN),and osteocalcein(OCN)in the transfected cells were detected using RT-qPCR and Western blotting.In a mouse model of critical-sized calvarial defects,mADSCs with Hmga2-knockdown were transplanted into the defect,and bone repair was evaluated 6 weeks later using micro-CT scanning and histological staining.Results GEO database analysis showed that HMGA2 expression was upregulated during adipogenic differentiation of ADSCs.Protein-protein interaction network analysis suggested that the potential HMGA2 targets in osteogenic differentiation of ADSCs included SMAD7,CDH1,CDH2,SNAI1,SMAD9,IGF2BP3,and ALDH1A1.In mADSCs,Hmga2 knockdown significantly upregulated the expressions of RUNX2,OPN,and OCN and increased cellular alkaline phosphatase activity and calcium deposition.In a critical-sized calvarial defect model,transplantation of mADSCs with Hmga2 knockdown significantly promoted new bone formation.Conclusion HMGA2 is a crucial regulator of osteogenic differentiation in ADSCs,and Hmga2 knockdown significantly promotes osteogenic differentiation of ADSCs and accelerates ADSCs-mediated bone defect repair in mice.
8.Hmga2 knockdown enhances osteogenic differentiation of adipose-derived mesenchymal stem cells and accelerates bone defect healing in mice
Zhiyong KE ; Zicheng HUANG ; Ruolin HE ; Qian ZHANG ; Sixu CHEN ; CUI ZHONG-KAI ; Jing DING
Journal of Southern Medical University 2024;44(7):1227-1235
Objective To investigate the role of high-mobility group AT-hook 2(HMGA2)in osteogenic differentiation of adipose-derived mesenchymal stem cells(ADSCs)and the effect of Hmga2 knockdown for promoting bone defect repair.Methods Bioinformatics studies using the GEO database and Rstudio software identified HMGA2 as a key factor in adipogenic-osteogenic differentiation balance of ADSCs.The protein-protein interaction network of HMGA2 in osteogenic differentiation was mapped using String and visualized with Cytoscape to predict the downstream targets of HMGA2.Primary mouse ADSCs(mADSCs)were transfected with Hmga2 siRNA,and the changes in osteogenic differentiation of the cells were evaluated using alkaline phosphatase staining and Alizarin red S staining.The expressions of osteogenic markers Runt-related transcription factor 2(RUNX2),osteopontin(OPN),and osteocalcein(OCN)in the transfected cells were detected using RT-qPCR and Western blotting.In a mouse model of critical-sized calvarial defects,mADSCs with Hmga2-knockdown were transplanted into the defect,and bone repair was evaluated 6 weeks later using micro-CT scanning and histological staining.Results GEO database analysis showed that HMGA2 expression was upregulated during adipogenic differentiation of ADSCs.Protein-protein interaction network analysis suggested that the potential HMGA2 targets in osteogenic differentiation of ADSCs included SMAD7,CDH1,CDH2,SNAI1,SMAD9,IGF2BP3,and ALDH1A1.In mADSCs,Hmga2 knockdown significantly upregulated the expressions of RUNX2,OPN,and OCN and increased cellular alkaline phosphatase activity and calcium deposition.In a critical-sized calvarial defect model,transplantation of mADSCs with Hmga2 knockdown significantly promoted new bone formation.Conclusion HMGA2 is a crucial regulator of osteogenic differentiation in ADSCs,and Hmga2 knockdown significantly promotes osteogenic differentiation of ADSCs and accelerates ADSCs-mediated bone defect repair in mice.
9.Study on coping styles of clinical ophthalmic interns under psychological stress
Yumin WEI ; Zhiyong ZHONG ; Yuxian ZOU ; Ya GAO
Chinese Journal of Medical Education Research 2023;22(3):453-457
Objective:To study the characteristics and influencing factors of coping styles of clinical ophthalmic interns under psychological stress, so as to provide scientific basis for promoting the mental health development of medical students.Methods:In 2019, 103 students of Sun Yat-sen University who participated in clinical practice of ophthalmology were investigated by cluster sampling with general situation questionnaire and simple coping style questionnaire. The database was established by Epidata, and the data was statistically analyzed by SPSS 25.0 software.Results:The scores of positive coping and negative coping were (1.70±0.10) and (1.30±0.05) respectively, which were all lower than the norm ( P < 0.001). The scores of non first time practice students were 0.087 points higher than those of first time practice students; the scores of eight-year students were 0.124 points higher than those of five-year students; the scores of positive coping increased by 0.015 points for each level of family income increase. Men scored 0.027 points higher than women in negative coping scores; eight-year students scored 0.053 points lower than five-year students in negative coping scores; family income increased by one grade, negative coping scores decreased by 0.017 points; rural registered residence students scored 0.035 points higher than urban registered residence students in negative coping scores; non first practice students scored 0.074 points higher than the first practice students in negative coping scores. Conclusion:Educators should pay close attention to the coping styles of clinical ophthalmic interns, carry out mental health education and guidance of coping methods according to the characteristics of different groups, take effective measures to improve students' stress coping ability and promote the smooth development of clinical practice in ophthalmology.
10.Differential transcriptomic landscapes of multiple organs from SARS-CoV-2 early infected rhesus macaques.
Chun-Chun GAO ; Man LI ; Wei DENG ; Chun-Hui MA ; Yu-Sheng CHEN ; Yong-Qiao SUN ; Tingfu DU ; Qian-Lan LIU ; Wen-Jie LI ; Bing ZHANG ; Lihong SUN ; Si-Meng LIU ; Fengli LI ; Feifei QI ; Yajin QU ; Xinyang GE ; Jiangning LIU ; Peng WANG ; Yamei NIU ; Zhiyong LIANG ; Yong-Liang ZHAO ; Bo HUANG ; Xiao-Zhong PENG ; Ying YANG ; Chuan QIN ; Wei-Min TONG ; Yun-Gui YANG
Protein & Cell 2022;13(12):920-939
SARS-CoV-2 infection causes complicated clinical manifestations with variable multi-organ injuries, however, the underlying mechanism, in particular immune responses in different organs, remains elusive. In this study, comprehensive transcriptomic alterations of 14 tissues from rhesus macaque infected with SARS-CoV-2 were analyzed. Compared to normal controls, SARS-CoV-2 infection resulted in dysregulation of genes involving diverse functions in various examined tissues/organs, with drastic transcriptomic changes in cerebral cortex and right ventricle. Intriguingly, cerebral cortex exhibited a hyperinflammatory state evidenced by significant upregulation of inflammation response-related genes. Meanwhile, expressions of coagulation, angiogenesis and fibrosis factors were also up-regulated in cerebral cortex. Based on our findings, neuropilin 1 (NRP1), a receptor of SARS-CoV-2, was significantly elevated in cerebral cortex post infection, accompanied by active immune response releasing inflammatory factors and signal transmission among tissues, which enhanced infection of the central nervous system (CNS) in a positive feedback way, leading to viral encephalitis. Overall, our study depicts a multi-tissue/organ transcriptomic landscapes of rhesus macaque with early infection of SARS-CoV-2, and provides important insights into the mechanistic basis for COVID-19-associated clinical complications.
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COVID-19/genetics*
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Macaca mulatta
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