1.Regulation Mechanism of Eukaryotic Translation Initiation Factor 5A in Epithelial-mesenchymal Transition
Can-Ming PENG ; Juan-Ping WANG ; Sen LIU
Progress in Biochemistry and Biophysics 2025;52(8):2018-2032
Eukaryotic translation initiation factor 5A (eIF5A) is the only known protein in eukaryotes that contains a hydroxyputrescine lysine modification. Only the modified form of eIF5A is biologically active and is widely involved in protein translation, mRNA degradation, autophagy, and other intracellular processes. Epithelial-mesenchymal transition (EMT) is a process in which epithelial cells transform into mesenchymal phenotype cells through a highly regulated program. It plays a key role in embryonic development, tissue regeneration, and wound healing. Based on its biological functions, EMT can be classified into three types: I, II, and III. Type III EMT is the core mechanism underlying malignant tumor cell invasion and metastasis. This EMT mechanism involves the canonical pathway induced by transforming growth factor-β (TGF-β) and is regulated by various growth factors (TRAF6, EGF, IGF, HGF, VEGF), transcription factors (Twist, Slug, NF-κB, E12/E47, SIP1, ZEB1, etc.), and signaling pathways such as Wnt/β-catenin and PEAK1. eIF5A can influence tumor cell proliferation, invasion, and metastasis by regulating EMT-related signaling pathways. The known signaling pathways through which eIF5A regulates EMT include the canonical Smad signaling pathway and non-canonical pathways such as Rho/Rac1, Twist, STAT3, and MAT1. Additionally, certain miRNA family members, such as miR-30b, miR-599, and miR-203, can bind to the 3'-UTR of eIF5A2, inhibiting its expression and subsequently suppressing the EMT process in cancer cells, including gastric cancer and colorectal cancer. GC7, an inhibitor targeting the key enzyme DHPS involved in eIF5A modification, has been shown to reverse the EMT mechanism in oral squamous cell carcinoma, lung cancer, and breast cancer by regulating cytokine-mediated signaling pathways, including HIF-1α, STAT3/c-MYC, and Twist. However, to date, no inhibitors directly targeting eIF5A have been developed. In recent years, the mechanism of eIF5A activation catalyzed by DHPS and DOHH has become increasingly clear. As the only protein involved in lysine deoxyhydroxymethylation, DHPS may play a more critical role than eIF5A in the overall signal transduction process. Through in-depth analysis of the DHPS protein structure and its active site, researchers have shifted their approach to DHPS inhibitor development from substrate analog inhibitors (such as GC7, CNI-1493, DHSI-15, etc.) to allosteric inhibitors (11g, 26d, 8m, GL-1, etc.). GC7 is not suitable for clinical trials due to its lack of specificity and low bioavailability, and the therapeutic potential of novel allosteric inhibitors has yet to be clarified. Therefore, there is a significant gap in the development of covalent drugs targeting DHPS for cancer treatment in clinical settings. This paper reviews the research progress on eIF5A in regulating EMT, focusing on the molecular mechanisms by which eIF5A influences tumor cell invasion and migration. It also discusses the characteristics and current limitations of inhibitors targeting the hypusine pathway, aiming to provide insights for studying tumor metastasis mechanisms and drug discovery.
2.Development of a machine learning-based risk prediction model for mild cognitive impairment with spleen-kidney deficiency syndrome in the elderly.
Ya-Ting AI ; Shi ZHOU ; Ming WANG ; Tao-Yun ZHENG ; Hui HU ; Yun-Cui WANG ; Yu-Can LI ; Xiao-Tong WANG ; Peng-Jun ZHOU
Journal of Integrative Medicine 2025;23(4):390-397
OBJECTIVE:
As an age-related neurodegenerative disease, the prevalence of mild cognitive impairment (MCI) increases with age. Within the framework of traditional Chinese medicine, spleen-kidney deficiency syndrome (SKDS) is recognized as the most frequent MCI subtype. Due to the covert and gradual onset of MCI, in community settings it poses a significant challenge for patients and their families to discern between typical aging and pathological changes. There exists an urgent need to devise a preliminary diagnostic tool designed for community-residing older adults with MCI attributed to SKDS (MCI-SKDS).
METHODS:
This investigation enrolled 312 elderly individuals diagnosed with MCI, who were randomly distributed into training and test datasets at a 3:1 ratio. Five machine learning methods, including logistic regression (LR), decision tree (DT), naive Bayes (NB), support vector machine (SVM), and gradient boosting (GB), were used to build a diagnostic prediction model for MCI-SKDS. Accuracy, sensitivity, specificity, precision, F1 score, and area under the curve were used to evaluate model performance. Furthermore, the clinical applicability of the model was evaluated through decision curve analysis (DCA).
RESULTS:
The accuracy, precision, specificity and F1 score of the DT model performed best in the training set (test set), with scores of 0.904 (0.845), 0.875 (0.795), 0.973 (0.875) and 0.973 (0.875). The sensitivity of the training set (test set) of the SVM model performed best among the five models with a score of 0.865 (0.821). The area under the curve of all five models was greater than 0.9 for the training dataset and greater than 0.8 for the test dataset. The DCA of all models showed good clinical application value. The study identified ten indicators that were significant predictors of MCI-SKDS.
CONCLUSION
The risk prediction index derived from machine learning for the MCI-SKDS prediction model is simple and practical; the model demonstrates good predictive value and clinical applicability, and the DT model had the best performance. Please cite this article as: Ai YT, Zhou S, Wang M, Zheng TY, Hu H, Wang YC, Li YC, Wang XT, Zhou PJ. Development of a machine learning-based risk prediction model for mild cognitive impairment with spleen-kidney deficiency syndrome in the elderly. J Integr Med. 2025; 23(4): 390-397.
Humans
;
Cognitive Dysfunction/diagnosis*
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Aged
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Male
;
Female
;
Machine Learning
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Spleen
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Aged, 80 and over
;
Kidney
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Medicine, Chinese Traditional
3.Biological mechanisms of Oxalis corniculata regulating human prostate cancer PC-3 cells:An investigation based on the NF-κB pathway
Guo-Wei ZHANG ; Ming-Wei ZHAN ; Xu-Xin ZHAN ; Yi YU ; Peng-Fei LIU ; Lei WANG ; Hao WU ; Can-Qin HE ; Qiang LOU ; Xue-Jun SHANG
National Journal of Andrology 2023;29(3):202-209
Objective:To investigate the biological mechanisms underlying the effect of the Chinese herbal medicine Oxalis cor-niculata on human prostate cancer PC-3 cells.Methods:Through in vitro experiment,we treated human prostate cancer PC-3 cells with different concentrations of Oxalis corniculata,assessed the viability of the cells by MTT assay,examined their apoptosis by flow cytometry,evaluated their migration and invasiveness by Transwell assay,and determined the expressions of the proteins p65,p-p65,IκBα and p-IκBα in the NF-κB pathway using protein imprinting technology.Results:Compared with the blank control,Oxalis cor-niculata significantly inhibited the proliferation and induced the apoptosis of the PC-3 cells(P<0.05),suppressed their migration and invasiveness in a dose-dependent manner(P<0.05),and upregulated the expression of IκBα and downregulated those of p-p65 and p-IKBα in the NF-κB pathway(P<0.05).Conclusion:Oxalis corniculata can inhibit the proliferation,migration and inva-siveness and induce the apoptosis of human prostate cancer PC cells,which may be attributed to its abilities of inhibiting the expres-sions of p-p65 and p-IκBα and regulating the activity of the NF-κB pathway.
4.Functional outcomes of 100 patients with adenocarcinoma of the esophagogastric junction undergoing Cheng's GIRAFFE(®) reconstruction after proximal gastrectomy.
Yan Qiang ZHANG ; Zhi Yuan XU ; Yi An DU ; Li Tao YANG ; Ling HUANG ; Peng Fei YU ; Can HU ; Jian Fa YU ; Hong Tao XU ; Yun Hai WEI ; Wei Ming YU ; Xiang Dong CHENG
Chinese Journal of Gastrointestinal Surgery 2022;25(5):447-453
Objective: To investigate the functional outcomes and postoperative complications of Cheng's GIRAFFE reconstruction after proximal gastrectomy. Methods: A descriptive case series study was conducted. Clinical data of 100 patients with adenocarcinoma of the esophagogastric junction who underwent Cheng's GIRAFFE reconstruction after proximal gastrectomy in Cancer Hospital of University of Chinese Academy of Sciences (64 cases), Zhejiang Provincial Hospital of Chinese Medicine (24 cases), Lishui Central Hospital (10 cases), Huzhou Central Hospital (1 case) and Ningbo Lihuili Hospital (1 case) from September 2017 to June 2021 were retrospectively analyzed. Of 100 patients, 64 were males and 36 were females; the mean age was (61.3 ± 11.1) years and the BMI was (22.7±11.1) kg/m(2). For TNM stage, 68 patients were stage IA, 24 were stage IIA and 8 were stage IIB. Postoperative functional results and postoperative complications of radical gastrectomy with Giraffe reconstruction were analyzed and summarized. Gastroesophageal reflux disease questionnaire (RDQ) score and postoperative endoscopy were used to evaluate the occurrence of reflux esophagitis and its grade (grade N, grade A, grade B, grade C, and grade D from mild to severe reflux). The continuous data conforming to normal distribution were expressed as (mean ± standard deviation), and those with skewed distribution were presented as median (Q1, Q3). Results: All the 100 patients successfully completed R0 resection, including 77 patients undergoing laparoscopic surgery and 23 patients undergoing laparotomy. The Giraffe anastomosis time was (38.6±14.0) min; the blood loss was (73.0±18.4) ml; the postoperative hospital stay was 9.5 (8.2, 13.0) d; the hospitalization cost was (6.0±0.3) ten thousand yuan. Fourteen cases developed perioperative complications (14.0%), including 7 cases of pleural effusion or pneumonia, 3 cases of anastomotic leakage, 2 cases of gastric emptying disorder, 1 case of gastrointestinal hemorrhage and 1 case of anastomotic stenosis, who were all improved and discharged after symptomatic management. Patients were followed up for (33.3±1.6) months. Eight patients were found to have reflux symptoms by RDQ scale six months after surgery, and 11 patients (11/100,11.0%) were found to have reflux esophagitis by gastroscopy, including 6 in grade A, 3 in grade B, and 2 in grade C. All the patients could control their reflux symptoms with behavioral guidance or oral PPIs. Conclusion: Cheng's GIRAFFE reconstruction has good anti-reflux efficacy and gastric emptying function; it can be one of the choices of reconstruction methods after proximal gastrectomy.
Adenocarcinoma/surgery*
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Aged
;
Esophageal Neoplasms/surgery*
;
Esophagitis, Peptic/etiology*
;
Esophagogastric Junction/surgery*
;
Female
;
Gastrectomy/methods*
;
Gastroesophageal Reflux/etiology*
;
Humans
;
Laparoscopy
;
Male
;
Middle Aged
;
Reconstructive Surgical Procedures/methods*
;
Recovery of Function
;
Retrospective Studies
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Stomach Neoplasms/surgery*
5.Effect of Special Structure Bi-Specific Chimeric Antigen Receptor T Cell on Tumor Cells.
Can LIU ; Hao PENG ; Wei-Jie ZENG ; Wei LI ; Ke-Ke CHEN ; Wan-Ting LI ; Gui-Fang ZENG ; Xiao LIANG ; Juan-Yuan HU ; Ming ZHOU
Journal of Experimental Hematology 2022;30(6):1730-1740
OBJECTIVE:
To explore and design a novel bi-specific chimeric antigen receptor (CAR) structure. To obtain the corresponding CAR-T cells and verify killing effects on tumor cells in vitro and in vivo.
METHODS:
Five kinds of bi-specific CAR structures including humanized CD19 scFv and CD79b scFv, CD8 hinge & TM-4-1BB-CD3ζ and/or CD3ε chain intracellular regions were constructed and prepared. CAR-19-79b cells were obtained. Five kinds of CAR-T cells were co-incubated with the 3M-CD19-CD79b-Luc target cells. Luciferase assay and ELISA were used to detecte the killing ability of these five groups of CAR-T cells and the secretion of cytokines and compared. The optimal structure of CAR-T cells was used to treat the leukemia mouse model constructed by Daudi-Luc cells. And the treatment efficacy was evaluated. At the same time, other targets were used in this structure. With the same methods, the stability and effectiveness of the structure were verified.
RESULTS:
CAR-19-79b-T cells were cultured for 7 days, the expression rates of CAR-19 and CAR-79b were 21.6%-36.3% and 21.7%-37.8%, respectively. The killing rates of 5 kinds of CAR-19-79b-T cells prepared by T cells from 3 healthy donors on 3M-CD19-CD79b-Luc cells were significantly higher than those of the T cell control group at the effect-target ratio of 10∶1. Among them, the killing rates of CAR-19-79b-T cells with No. III and No. IV structures were the strongest. After co-incubation with 3M-CD19-CD79b-Luc target cells, the amount of IFN-γ and TNF-α secreted by CAR-T cells with CAR IV and CARV structures was the lowest. And there was no significance between the two groups (P>0.05). CAR IV cells with remarkable killing effect and low secretion factor had obvious therapeutic effect on Daudi-Luc leukemia mice, extending the survival period of mice to 64 days. And all mice in the T cell control group died at 41.0±2.4 days. The CAR-19-BCMA-T and CAR-19-22-T with the same structure showed significant killing ability and low cytokine expression levels.
CONCLUSION
A novel bi-specific CAR structures was successfully designed, which could efficiently kill the corresponding tumor cells and secrete less cytokines (such as TNF-α, IFN-γ). Moreover, it shows obvious therapeutic effect on Daudi lymphoma mouse model. The bi-specific CAR structure shows good killing specificity and safety.
Animals
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Mice
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Leukemia
;
Receptors, Chimeric Antigen
;
T-Lymphocytes
;
Tumor Necrosis Factor-alpha
6.A preliminary exploration into the efficacy of personalized surgical schemes in the repair of maxillary sinus perforation and maxillary sinus fistula.
Qing Ying CUI ; Si Yu CHEN ; Shuai FU ; Can Bang PENG ; Wen MA ; Li Dong WANG ; Chang Bin ZHANG ; Ming LI
Chinese Journal of Stomatology 2022;57(9):953-957
To explore the efficacy and value of personalized surgical schemes in the repair of maxillary sinus perforation and maxillary sinus fistula based on the size of the maxillary sinus perforation and maxillary sinus fistula. A total of 28 patients with maxillary sinus perforation and maxillary sinus fistula who were admitted to the Department of Oral and Maxillofacial Surgery, Stomatology Hospital of Kunming Medical University from July 2017 to May 2020 were included to conduct a prospective case clinical study. After the inflammation in the maxillary sinus was controlled, a proper surgical repair method was selected according to the size of the perforation and fistula based on the double-layer closure technique. The diameter of the perforation and fistula was measured with the assistance of cone-beam CT. After that, the platelet rich fibrin (PRF) repair was performed on the perforation and fistula with 3 mm≤diameter<7 mm in size in 14 patients. The PRF repair and buccal flap repair were performed on the perforation and fistula with 7 mm ≤diameter<15 mm in size in 7 patients. The adjacent buccal pad repair, palatine flap repair, and buccal flap repair were performed on the perforation and fistula with 15 mm≤ diameter<25 mm in size in 4 patients. The nasolabial axial flap repair and nasolabial free flap repair were performed on the perforation and fistula with a diameter ≥25 mm in size in 3 patients. The medical follow-up was conducted in all patients in the 1st, 2nd, and 4th week after surgery, with an overall success rate reaching 96.4% (27/28) after the initial intervention. The relapse of disease occurred in one patient (4.6%) with diabetes and a smoking history in the 2nd week after surgery. Identifying a proper surgical repair method according to the size of the oral and maxillary sinus perforation and maxillary sinus fistula based on the double-layer closure technique can improve the one-time cure rate in these patients under the premise that the inflammation in the maxillary sinus can be controlled.
Fistula/surgery*
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Humans
;
Inflammation
;
Maxilla
;
Maxillary Sinus/surgery*
;
Oroantral Fistula/surgery*
7.Discussion on
Chang-Zhen GONG ; Fan-Rong LIANG ; Can-Hui LI ; Wei-Xing PAN ; Yong-Ming LI ; San-Hua LENG ; Arthur Yin FAN ; Song-Ping HAN ; Jing LIU ; Shan WANG ; Zeng-Fu PENG ; Ye-Meng CHEN ; Guan-Hu YANG ; Xu-Ming GU ; Hong SU ; Shao-Bai WANG
Chinese Acupuncture & Moxibustion 2021;41(4):359-364
Professor
Acupuncture
;
Acupuncture Therapy
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Angina, Stable
;
Combined Modality Therapy
;
Humans
;
Moxibustion
8.Individual mortality risk predictive system of patients with acute-on-chronic liver failure based on a random survival forest model.
Zhi-Qiao ZHANG ; Gang HE ; Zhao-Wen LUO ; Can-Chang CHENG ; Peng WANG ; Jing LI ; Ming-Gu ZHU ; Lang MING ; Ting-Shan HE ; Yan-Ling OUYANG ; Yi-Yan HUANG ; Xing-Liu WU ; Yi-Nong YE
Chinese Medical Journal 2021;134(14):1701-1708
BACKGROUND:
The basis of individualized treatment should be individualized mortality risk predictive information. The present study aimed to develop an online individual mortality risk predictive tool for acute-on-chronic liver failure (ACLF) patients based on a random survival forest (RSF) algorithm.
METHODS:
The current study retrospectively enrolled ACLF patients from the Department of Infectious Diseases of The First People's Hospital of Foshan, Shunde Hospital of Southern Medical University, and Jiangmen Central Hospital. Two hundred seventy-six consecutive ACLF patients were included in the present study as a model cohort (n = 276). Then the current study constructed a validation cohort by drawing patients from the model dataset based on the resampling method (n = 276). The RSF algorithm was used to develop an individual prognostic model for ACLF patients. The Brier score was used to evaluate the diagnostic accuracy of prognostic models. The weighted mean rank estimation method was used to compare the differences between the areas under the time-dependent ROC curves (AUROCs) of prognostic models.
RESULTS:
Multivariate Cox regression identified hepatic encephalopathy (HE), age, serum sodium level, acute kidney injury (AKI), red cell distribution width (RDW), and international normalization index (INR) as independent risk factors for ACLF patients. A simplified RSF model was developed based on these previous risk factors. The AUROCs for predicting 3-, 6-, and 12-month mortality were 0.916, 0.916, and 0.905 for the RSF model and 0.872, 0.866, and 0.848 for the Cox model in the model cohort, respectively. The Brier scores were 0.119, 0.119, and 0.128 for the RSF model and 0.138, 0.146, and 0.156 for the Cox model, respectively. The nonparametric comparison suggested that the RSF model was superior to the Cox model for predicting the prognosis of ACLF patients.
CONCLUSIONS
The current study developed a novel online individual mortality risk predictive tool that could predict individual mortality risk predictive curves for individual patients. Additionally, the current online individual mortality risk predictive tool could further provide predicted mortality percentages and 95% confidence intervals at user-defined time points.
Acute-On-Chronic Liver Failure
;
Humans
;
Prognosis
;
Proportional Hazards Models
;
ROC Curve
;
Retrospective Studies
9.Clinicopathological and Prognostic Study of Type 2 Diabetes Mellitus Patients with Renal Disease
Ming LI ; Can-ming LI ; Zeng-chun YE ; Jia-ling RAO ; Hui PENG ; Tan-qi LOU
Journal of Sun Yat-sen University(Medical Sciences) 2020;41(5):788-794
【Objective】 To investigate the clinicopathological characteristics and prognosis of T2DM patients with renal involvement. 【Methods】 We conducted a retrospective analysis of clinical and pathologic data from T2DM patients who received renal biopsy(n = 120), and these patients were followed up. Renal outcome is defined as receiving renal replacement therapy or progression to ESRD. 【Results】 Among the 120 patients with T2DM, 57(47.5%) were diagnosed as DN, and 63(52.5%) as non diabetic renal disease(NDRD). The most common subtype of NDRD is membranous nephropathy. Compared with the NDRD group, the DN group had longer course of diabetes, worse renal function and higher proportion of diabetic retinopathy. Kaplan-Meier analysis showed that the renal survival rate in DN group was significantly lower than that in NDRD group. The 1-year, 5-year renal survival rate of DN group was only 81%, 41% Vs NDRD group 95, 84%. After multivariate adjustment, the risk of ESRD in DN patients was 3.81 times higher than that of NDRD patients(95%CI 1.61-9.01, P=0.002) . 【Conclusions】 There is a risk of misdiagnosis DN by clinical manifestations, and accurate diagnosis depends on renal biopsy. The prognosis of DN patients is significantly worse than NDRD, so it is of great clinical significance to distinguish the pathological types of diabetic patients with kidney disease.
10.A Single-center Study on Mortality and Risk Factors in Maintenance Hemodialysis Patients
Ming LI ; Can-ming LI ; Zeng-chun YE ; Wen-bo ZHAO ; Hua TANG ; Xun LIU ; Hui PENG ; Tan-qi LOU
Journal of Sun Yat-sen University(Medical Sciences) 2020;41(4):620-626
【Objective】 To explore the main causes of death and the risk factors for death in maintenance hemodialysis (MHD) patients. 【Methods】 A retrospective study was carried out in 210 MHD patients in The Third Affiliated Hospital of Sun Yat-sen University. Of the 210 patients, 68 dead were designated as the experimental group and the other 142 survivals as the control. Single factor and binary logistic regression analyses were used to investigate the effects of clinical indicators on the prognosis of patients. We further performed subgroup analysis in experimental group, examined the patients died of cardiovascular diseases and those died of non-cardiovascular diseases, and then compared their results of color Doppler echocardiography. 【Results】 The age of the patients was(56.6±16.6) years and 125 of them were male. Compared with those in the control group, the patients in the death group had elder average age, higher rates of complications such as hypertension, diabetes, cardio-cerebro-vascular diseases, lower levels of hemoglobin, albumin, creatinine and uric acid and significantly elevated level of hypersensitive C-reactive protein(P < 0.05). The top three causes of death were cardiocerebro-vascular disease(33 cases, 48.5%), infection(16 cases, 23.5%), malnutrition(8 cases, 11.8%). Logistic regression analysis showed that age, cardio-cerebro-vascular diseases, diabetes mellitus, hypersensitive C-reactive protein and serum creatinine were independent risk factors for death in MHD patients. Subgroup analysis revealed the patients died of CVD diseases had higher incidences of left ventricular hypertrophy and cardiac valve calcification than those died of non-CVD diseases.【Conclusion】Cardio-cerebro-vascular diseases, infection and malnutrition are the main causes of death in MHD patients. Patients died of CVD diseases exhibit significantly higher incidences of left ventricular hypertrophy and cardiac valve calcification compared with those died of non-CVD diseases.

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