1.Long non-coding RNA PVT1 mediates bile acid-induced gastric intestinal metaplasia via a miR-34b-5p/HNF4α positive feedback loop.
Kexin LIN ; Nuo YAO ; Xingyu ZHAO ; Xiaodong QU ; Xuezhi LI ; Songbo LI ; Shiyue LUO ; Min CHEN ; Na WANG ; Yongquan SHI
Chinese Medical Journal 2025;138(18):2324-2335
BACKGROUND:
Bile acids (BAs) facilitate the progression of gastric intestinal metaplasia (GIM). Long non-coding RNAs (lncRNAs) dysregulation was observed along with the initiation of gastric cancer. However, how lncRNAs function in GIM remains unclear. This study aimed to explore the role and mechanism of lncRNA PVT1 in GIM, and provide a potential therapeutic target for GIM treatment.
METHODS:
We employed RNA sequencing (RNA-seq) to screen dysregulated lncRNAs in gastric epithelial cells after BA treatment. Bioinformatics analysis was conducted to reveal the regulatory mechanism. PVT1 expression was detected in 21 paired biopsies obtained under endoscopy. Overexpressed and knockdown cell models were established to explore gene functions in GIM. Molecular interactions were validated by dual-luciferase reporter assay, RNA immunoprecipitation (RIP), and chromatin immunoprecipitation (Ch-IP). The levels of relative molecular expression were detected in GIM tissues.
RESULTS:
We confirmed that lncRNA PVT1 was upregulated in BA-induced GIM model. PVT1 promoted the expression of intestinal markers such as CDX2 , KLF4 , and HNF4α . Bioinformatics analysis revealed that miR-34b-5p was a putative target of PVT1 . miR-34b-5p mimics increased CDX2 , KLF4 , and HNF4α levels. Restoration of miR-34b-5p decreased the pro-metaplastic effect of PVT1 . The interactions between PVT1 , miR-34b-5p, and the downstream target HNF4α were validated. Moreover, HNF4α could transcriptionally activated PVT1 , sustaining the GIM phenotype. Finally, the activation of the PVT1 /miR-34b-5p/ HNF4α loop was detected in GIM tissues.
CONCLUSIONS
BAs facilitate GIM partially via a PVT1/miR-34b-5p/HNF4α positive feedback loop. PVT1 may become a novel target for blocking the continuous development of GIM and preventing the initiation of gastric cancer in patients with bile reflux.
Humans
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RNA, Long Noncoding/metabolism*
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MicroRNAs/metabolism*
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Hepatocyte Nuclear Factor 4/genetics*
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Bile Acids and Salts
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Kruppel-Like Factor 4
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Metaplasia/metabolism*
2.Research on arrhythmia classification algorithm based on adaptive multi-feature fusion network.
Mengmeng HUANG ; Mingfeng JIANG ; Yang LI ; Xiaoyu HE ; Zefeng WANG ; Yongquan WU ; Wei KE
Journal of Biomedical Engineering 2025;42(1):49-56
Deep learning method can be used to automatically analyze electrocardiogram (ECG) data and rapidly implement arrhythmia classification, which provides significant clinical value for the early screening of arrhythmias. How to select arrhythmia features effectively under limited abnormal sample supervision is an urgent issue to address. This paper proposed an arrhythmia classification algorithm based on an adaptive multi-feature fusion network. The algorithm extracted RR interval features from ECG signals, employed one-dimensional convolutional neural network (1D-CNN) to extract time-domain deep features, employed Mel frequency cepstral coefficients (MFCC) and two-dimensional convolutional neural network (2D-CNN) to extract frequency-domain deep features. The features were fused using adaptive weighting strategy for arrhythmia classification. The paper used the arrhythmia database jointly developed by the Massachusetts Institute of Technology and Beth Israel Hospital (MIT-BIH) and evaluated the algorithm under the inter-patient paradigm. Experimental results demonstrated that the proposed algorithm achieved an average precision of 75.2%, an average recall of 70.1% and an average F 1-score of 71.3%, demonstrating high classification accuracy and being able to provide algorithmic support for arrhythmia classification in wearable devices.
Humans
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Arrhythmias, Cardiac/diagnosis*
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Algorithms
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Electrocardiography/methods*
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Neural Networks, Computer
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Signal Processing, Computer-Assisted
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Deep Learning
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Classification Algorithms
3.Resilience evaluation and influencing factors of tertiary public hospitals in Hunan province from the perspective of efficiency
Dong WANG ; Yongquan TIAN ; Jun LI ; Jialing LI
Chinese Journal of Hospital Administration 2024;40(1):17-24
Objective:To analyze the resilience level and influencing factors of tertiary public general hospitals in Hunan province under the background of major emergencies, so as to provide reference for the construction of resilient hospital and improvement of emergency response ability.Methods:Fifty tertiary public general hospitals in Hunan province that participated in the performance evaluation of national tertiary public hospitals were selected as research samples. The data was sourced from the performance evaluation management platform of public hospitals from 2019 to 2021. The DEA-Malmquist model was used to analyze the static and dynamic efficiency, hospital resilience index model was constructed based on the efficiency indicators, the entropy weight TOPSIS method was used for comprehensive evaluation, and the influencing factors of hospital resilience were analyzed by one-way ANOVA and logistic stepwise regression method.Results:From 2019 to 2021, the average technical efficiency values of tertiary public general hospitals in Hunan province were 0.861, 0.749 and 0.810. The total factor productivity in 2020 decreased by 12.3% compared with that in 2019, the total factor productivity in 2021 increased by 8.3% compared with 2020, and the total factor productivity in 2021 decreased by 5.7% compared with that in 2019. In the context of major emergencies, the hospital resilience index of tertiary public general hospitals in Hunan province was 0.557, and the hospital resilience index of super-scale hospitals and hospitals under the National Health Commission was relatively high, with indexes of 0.647 and 0.715, respectively. The logistic stepwise regression model included three indicators: the number of medical staff with senior professional titles, the proportion of minimally invasive surgery and the average length of stay, and the OR values were 1.005, 1.261 and 0.406, respectively. Conclusions:The efficiency of tertiary public general hospitals in Hunan province needs to be improved, and the resilience level of hospitals under the background of major emergencies is not enough. The hospital resilience index is a useful attempt to evaluate the resilience of hospitals, and can be used as a policy management tool for continuous improvement of health emergency. It is suggested that the tertiary public general hospitals in Hunan province should promote the construction of resilient hospitals from the aspects of emergency talent reserve, research and application of key core technologies, and optimization of operational efficiency management concepts and mechanisms.
4.Effects of lncRNA FEZF1-AS1 on proliferation,migration and invasion through regulating EZH2 of lung interstitial cells
Chunyan WANG ; Ping WANG ; Longfei SONG ; Yongquan LIU ; Jun MAN
Basic & Clinical Medicine 2024;44(1):43-50
Objective To investigate the effects of long non-coding RNA FEZ family zinc finger 1 antisense RNA 1(lncRNA FEZF1-AS1)on enhancer of zeste homolog 2(EZH2)in regulation of proliferation,migration,invasion and epithelial-mesenchymal transition(EMT)of pulmonary interstitial cells and its mechanism.Methods The A549 cells human lung adenocarcinoma cell line were divided into control group and model group[model cells were induced into lung interstitial cells after being treated with transforming growth factor β1(TGF-β1)20 ng/mL for 48 h].The protein expression of E-cadherin,N-cadherin and vimentin in each group was detected by Western blot.The expression of lncRNA FEZF1-AS1 and EZH2 in the two groups was detected by RT-qPCR.Cells in the trans-fection group were divided into si NC group,lncRNA FEZF1-AS1+OE vector group and si lncRNA FEZF1-AS1+OE EZH2 group.Cell proliferation was examined by CCK-8 method,cell migration was detected by cell scratch,and cell invasion was detected by Transwell assays.The protein expression of E-cadherin,N-cadherin,vimentin and EZH2 in each group was detected by Western blot.The direct binding effect of FEZF1-AS1 and EZH2 was deter-mined by RNA immuno-precipitation(RIP).Results Compared with the control group,the protein expression level of E-cadherin in the model group was significantly decreased(P<0.05),and the protein expression of N-cadherin and vimentin was significantly increased(P<0.05).Compared with the control group,the expression level of lncRNA FEZF1-AS1 and EZH2 genes was significantly increased in the model group(P<0.05).Compared with si NC group,the proliferation,migration and invasion ability of si lncRNA FEZF1-AS1+OE vector group were decreased,the ex-pression of E-cadherin protein was increased while the expression of N-cadherin,vimentin and EZH2 was decreased(P<0.05).Compared with si lncRNA FEZF1-AS1+OE vector group,the proliferation,invasion and migration of si lncRNA FEZF1-AS1+OE EZH2 group were increased(P<0.05).E-cadherin expression was decreased,while N-cad-herin,vimentin and EZH2 expressions were increased(P<0.05).RIP experiment further confirmed that lncRNA FEZF1-AS1 had direct binding effect with EZH2.Conclusions LncRNA FEZF1-AS1 can promote the proliferation,invasion,metastasis and EMT process of pulmonary fibrosis cells by regulating EZH2.
5.Predictive value of a clinical imaging model based on multi-slice helical CT examination in predicting prognosis of advanced gastric adenocarcinoma
Yilin CHEN ; Wenping XIA ; Hua WANG ; Yuan LIU ; Zhiyan WANG ; Yongquan DONG ; Junbo CHEN ; Xiaoyan CHEN
Chinese Journal of Digestive Surgery 2024;23(9):1220-1226
Objective:To investigate the predictive value of a clinical imaging model based on multi-slice helical computer tomography (MSCT) examination in predicting prognosis of advanced gastric adenocarcinoma.Methods:The retrospective cohort study was conducted. The clinicopatho-logical data of 88 patients with advanced gastric adenocarcinoma who were admitted to the Ningbo Yinzhou No.2 Hospital from January 2019 to January 2021 were collected. There were 62 males and 26 females, aged (60±15)years. All patients underwent preoperative MSCT examination. Measurement data with normal distribution were represented as Mean± SD, and measurement data with skewed distribution were represented as M(range). Count data were expressed as absolute numbers. Univariate and multivariate analyses were conducted using the Logistic regression model. The receiver opera-ting characteristic curve was used to analyze the predictive efficacy of prognosis, and the area under the curve (AUC), sensitivity, and specificity were calculated. Results:(1) Surgical situations and follow-up. All 88 patients underwent radical gastrectomy for gastric cancer and were diagnosed with advanced gastric adenocarcinoma through postoperative pathological examination. All 88 patients were followed up after surgery for 41(range, 36?48)months, with a 3-year overall survival rate of 69.32%. (2) Analysis of factors affecting the prognosis of advanced gastric adenocarcinoma after radical surgery. Results of multivariate analysis showed that preoperative carcinoembryonic antigen (CEA) and extramural venous invasion (EMVI) were independent factors affecting the prognosis of advanced gastric adenocarcinoma after radical surgery ( odds ratio=1.10, 7.72, 95% confidence interval as 1.01?3.82, 1.42?15.42, P<0.05). (3) Construction and evaluation of predictive model. The AUC of predictive efficacy of prognosis for advanced gastric adenocarcinoma of preoperative CEA and EMVI were 0.90 (95% confidence interval as 0.82?0.97) and 0.80 (95% confidence intervalas 0.71?0.89), respectively, with sensitivity of 85.25% and 78.69% and specificity of 100.00% and 81.48%, respec-tively. A predictive model was constructed by combining preoperative CEA and EMVI based on the results of multivariate analysis, and the AUC of the predictive model was 0.93 (95% confidence interval as 0.87?0.98), with sensitivity and specificity of 86.89% and 96.30%. Conclusions:CEA and EMVI are independent factors affecting the prognosis of advanced gastric adenocarcinoma after radical surgery. The predictive model constructed by combining preoperative CEA and EMVI has good predictive efficacy for patient prognosis.
6.Mechanism of extracts of Rhizoma Sparganii and Rhizoma Curcumae on cartilage damage and NOX2/ROS/NF-κB signaling pathway in osteoarthritis rats
Jinchao MA ; Minghao CHEN ; Chunqian JIANG ; Yang WANG ; Xingguo LIU ; Yongquan LI
International Journal of Biomedical Engineering 2024;47(3):242-246
Objective:To investigate the effects of extracts of Rhizoma Sparganii and Rhizoma Curcumae on cartilage damage in osteoarthritis rats and NADPH oxidase 2 (NOX2)/reactive oxygen species (ROS)/nuclear factor-κB (NF-κB) signaling pathways. Methods:Rats (50 cases) were divided into the sham group, and model group, as well as the low, medium, and high dose groups of extracts of Rhizoma Sparganii and Rhizoma Curcumae, with 10 rats in each group. Except for sham group, the rat model of cartilage damage in knee osteoarthritis was established. On the second day after modeling, the rats in the low, medium, and high dose groups received intragastric extracts perfusion of Rhizoma Sparganii and Rhizoma Curcumae at the doses of 5, 10, and 20 g/kg respectively. The rats in the sham and model groups received intragastric equivalent 0.9% sodium chloride solution perfusion, once daily, for 20 days by continuous administration. The knee joint behavior, bone metabolism indicators, serum superoxide dismutase (SOD), malondialdehyde (MDA), glutathione (GSH) levels, inflammatory factors, NOX2, and NF-κB levels of each group were observed. Results:Compared with the model group, the behavioral abnormality scores, cartilage oligomeric matrix protein (COMP), MDA, interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), interleukin-1β (IL-1β), NOX2, and NF-κB levels in the low, medium, and high dose groups were all gradually decreased (all P < 0.05), while proteoglycan, SOD, GSH, and interleukin-10 (IL-10) levels in the low, medium, and high dose groups were all gradually increased (all P < 0.05), and it was dose-dependent. Conclusions:Rhizoma Sparganii and Rhizoma Curcumae extracts can effectively improve cartilage damage in osteoarthritis rats, and it may be related to the inhibition of the NOX2/ROS/NF-κB signaling pathway.
7.Application analysis of composite surgery in the treatment of chronic common carotid artery occlusion
Fei WANG ; Zhongjian WU ; Shengjia YANG ; Zhu TONG ; Shijun CUI ; Yongquan GU ; Lianrui GUO
International Journal of Surgery 2024;51(7):481-485
Objective:To investigate the clinical effect of composite surgery in the treatment of chronic common carotid artery occlusion(CCAO).Methods:A retrospective descriptive study was conducted. The clinical data of 7 patients with CCAO admitted to Xuanwu Hospital, Capital Medical University from October 2020 to December 2023 were collected retrospectively. There were 6 males and 1 female. The age was (66.7±10.9) years, ranging from 52 to 83 years. Outpatient or telephone follow-up were conducted after surgery, carotid artery ultrasound or computed tomography angiography were performed at 3 months, 6 months, and 1 year postoperatively to determine vascular patency. The selection of surgical methods and clinical effect were analyzed. Normally distributed measurement data were expressed as mean±standard deviation ( ± s). The measurement data of skewed distribution were expressed by M ( Q1, Q3). Count data were expressed as frequency. Results:All 7 patients were diagnosed with chronic CCAO before operation, 6 on the left and 1 on the right. 3 cases affected the middle and distal segments of the common carotid artery, 1 case affected the proximal segment, and 1 case each affected the middle and distal segments, the remaining case involves the entire common carotid artery. All the procedures were successfully performed, among which 4 cases underwent carotid endarterectomy combined with stent placement, and 3 cases did not receive stent placement after carotid endarterectomy. 1 patient developed neck hematoma after surgery and the remaining patients recovered well after surgery without any complications or deaths. The follow-up time was 13.5(4.0, 20.5) months; 1 patient was lost to follow-up, and 6 patients received effective follow-up. the common carotid artery remained unobstructed in all 6 patients, and there were no transient ischemic attacks or strokes during the follow-up period.Conclusion:Composite surgery is a safe and feasible method that can be used to treat chronic CCAO lesions, and has satisfactory short-term results.
8.Effect of different oral dosage of midazolam on anxiety before laparoscopic high ligation of the hernia sac in children with oblique inguinal hernia
Xuan WANG ; Siqi XU ; Yongquan CHEN ; Xia JU ; Shengbin WANG
The Journal of Clinical Anesthesiology 2024;40(5):493-496
Objective To observe the efficacy of different dosage of midazolam oral solution in re-lieving anxiety in children undergoing laparoscopic high ligation of the hernia sac with oblique inguinal her-nia.Methods A total of 120 children,93 males and 27 females,aged 2-6 years,78-120 cm in height and 11-25 kg in weight,ASA physical statusⅠ orⅡ,were selected to perform laparoscopic high ligation of inguinal oblique hernia sac under general anesthesia.According to random number table method,the chil-dren were divided into three groups:the oral midazolam 0.25 mg/kg group(group M1),0.5 mg/kg group(group M2),and 0.75 mg/kg group(group M3)30 minutes before anesthesia,40 children in each group.Modified Yale preoperative anxiety scale-short form(mYPAS-SF)was recorded at premedication,parental separation,and immediate induction of anesthesia.Induction compliance checklist(ICC)score,recovery time,extubation time,PACU residence time,pediatric anesthesia emergence delirium scale(PAED)and the modified face,legs,activity,cry and consolability scale(FLACC)30 minutes after operation were also recorded.Results Compared with before taking medication,mYPAS-SF scores in groups M2 and M3 at parental separation and immediate induction of anesthesia were significantly decreased(P<0.05).Com-pared with group M1,mYPAS-SF scores at parental separation and immediate induction of anesthesia and ICC scores at immediate induction of anesthesia were significantly lower in groups M2 and M3(P<0.05),the recovery time,extubation time and PACU resident time in groups M2 and M3 were significantly pro-longed,PAED score was decreased significantly within 30 minutes after operation(P<0.05).Compared with group M2,the awakening time and extubation time in group M3 were significantly prolonged.(P<0.05).Conclusion Oral midazolam 0.5 mg/kg or 0.75 mg/kg 30 minutes before anesthesia can effectively alleviate the preoperative anxiety of children,improve the degree of cooperation in anesthesia in-duction,and reduce the occurrence of postoperative agitation,the recovery time and extubation time pro-longed in children with oral midazolam 0.75 mg/kg.Therefore,an oral solution of midazolam 0.5 mg/kg was a more appropriate dose for preoperative antianxiety regimen in children.
9.Identification and study of regulatory axis that miRNA-224-5p targets NEDD4L gene in clear cell renal cell carcinoma
Yongquan CHEN ; Bo WU ; Yuan SHAO ; Weijing HU ; Lin ZHANG ; Dongwen WANG
Cancer Research and Clinic 2023;35(2):104-110
Objective:To screen key genes of renal clear cell carcinoma based on bioinformatics methods, identify possible microRNA (miRNA)-mRNA action axis, and explore the expression of related genes in clear cell renal cell carcinoma tissues and cells.Methods:Gene expression profiles of GSE40435 and GSE71302 datasets were obtained from the Gene Expression Omnibus (GEO) database. TCGA-KIRC datasets were obtained from The Cancer Genome Atlas (TCGA) database. R software was used to identify the differentially expressed mRNA and miRNA, and the functional enrichment analysis was performed. STRING database and Cytoscape software were used to perform the protein interaction analysis. The prognosis-related differentially expressed miRNA was evaluated by the Oncomir database. The potential targeted genes regulated by miRNA were determined by using TargetScan and miRDB targeted gene prediction tools. The tissue samples and clinicopathological features of 34 patients with clear cell renal cell carcinoma in the First Hospital of Shanxi Medical University from June to December 2021 were collected, and normal renal cell line 293T and clear cell renal cell carcinoma cell line 786O were selected. The real-time fluorescence quantitative polymerase chain reaction (qRT-PCR), was used to detect the relative expression of genes; Western blotting and immunohistochemical staining were used to detect the expression levels of the targeted proteins. The dual luciferase reporter gene assay was carried out to verify the targeting relationship between genes.Results:A total of 1 351 differentially expressed mRNA and 50 differentially expressed miRNA were screened and identified. The result of functional enrichment analysis suggested that the fatty acid metabolism pathway and xenobiotic metabolism pathway were suppressed in clear cell renal cell carcinoma, while the apoptosis and immune response pathways were activated. Protein interaction analysis suggested that the signal transduction and protein ubiquitination pathways might play a key role in clear cell renal cell carcinoma. The screening results showed that miRNA-224-5p (miR-224-5p) was most closely associated with clear cell renal cell carcinoma progression and was highly expressed in tumor tissues, and its prognosis-related target gene was NEDD4L. The relative expression of NEDD4L mRNA in clear cell renal cell carcinoma tissues and paraneoplastic tissues were 0.138±0.103 and 1.000±0.026 ( t = 46.23, P < 0.05), and the relative expression of miR-224-5p was 1.000±0.043 and 0.129±0.108 ( t = 45.28, P < 0.05). The differences of NEDD4L mRNA and miR-224-5p expressions in different grades and stages of clear cell renal cell carcinoma tissues were statistically significant (all P < 0.05). The expression of NEDD4L protein was decreased in clear cell renal cell carcinoma. The relative expression of NEDD4L gene in 293T and 786O cells were 1.000±0.125 and 0.210±0.044 ( t = 17.52, P < 0.05); the relative expressions of miR-224-5p gene were 0.209±0.049 and 1.000±0.234 ( t = 10.61, P < 0.05). The relative expressions of NEDD4L mRNA in miRNA mimic group and negative control group were 0.236±0.062 and 1.000±0.024, and the difference was statistically significant ( t = 43.56, P < 0.05). NEDD4L protein expression was reduced in the miRNA mimic group. Dual luciferase reporter gene assay suggested that NEDD4L was a direct target gene of miR-224-5p. Conclusions:In clear cell renal cell carcinoma, miR-224-5p targets and regulates NEDD4L expression, and this mechanism may be related to carcinogenesis and progression of clear cell renal cell carcinoma.
10.Clinical value of a cuproptosis-related differential long non-coding RNA scoring formula in clear cell renal cell carcinoma
Yongquan CHEN ; Bo WU ; Weijing HU ; Xin WEI ; Lin ZHANG ; Dongwen WANG
Cancer Research and Clinic 2023;35(8):584-591
Objective:To investigate the value of a cuproptosis-related differential long non-coding RNA (lncRNA) scoring formula related to the prognosis of clear cell renal cell carcinoma (ccRCC) patients in the clinical diagnosis, prognosis prediction and treatment options based on bioinformatics.Methods:Gene matrix and clinical data of ccRCC patients were obtained from the Cancer Genome Atlas (TCGA) database (update to 29 March, 2022). The expression data of 539 ccRCC tissues and 72 paracancerous normal tissues were collected from gene matrix; the data of 530 ccRCC were collected from clinical data. Pearson correlation analysis, Wilcoxon signed rank test and univariate Cox proportional risk model were used to analyze the screened cuproptosis-related differential lncRNA related to the prognosis. R software was used to randomly divide 530 ccRCC patients with survival data into training set (266 cases) and validation set (264 cases) according to approximate 1∶1 ratio. LASSO regression analysis was used to construct a cuproptosis-related differential lncRNA scoring formula and cross-validation was performed. Receiver operating characteristic (ROC) curve analysis was used to evaluate the specificity and sensitivity of cuproptosis-related differential lncRNA scoring formula, and the area of the curve (AUC) was calculated. According to the median risk value, all patients were divided into the low-risk group and high-risk group; Kaplan-Meier method was used to analyze the difference in the overall survival (OS) of patients in the low-risk group and high-risk group. T test was used to detect the differences in the risk value of patients with different clinicopathological characteristics. R package rms was used to construct the nomogram for predicting 1-year, 3-year, 5-year OS rates of ccRCC patients, R package pRRophetic was used to predict the half-inhibitory concentration ( IC50) of common targeted drugs such as sorafenib and sunitinib in clinical treatment of ccRCC patients, and IC50 value of patients in low-risk group and high-risk group was compared by using Wilcoxon signed rank test. Tissue samples of 20 ccRCC patients who underwent radical nephrectomy and were diagnosed with pathology and the matched paracancerous normal tissues were collected from the First Hospital of Shanxi Medical University between June 2021 and December 2021. Real-time fluorescence quantitative polymerase chain reaction (qRT-PCR) was used to detect the expression of key lncRNA in ccRCC tissues. Results:Based on the expression matrix of 10 cuproptosis genes (FDX1, LIAS, LIPT1, DLD, DLAT, PDHA1, PDHB, MTF1, GLS, CDKN2A) of ccRCC patients in TCGA database, 153 cuproptosis-related differential lncRNA related to the prognosis were identified. According to LASSO regression analysis, a scoring formula of 4 cuproptosis-related differential lncRNA related to the prognosis was obtained, risk value was calculated as 0.020×AC015912.3+0.011×AC026401.3+0.063×AC103706.1+(-0.076)×EPB41L4A-DT. All patients were divided into high-risk group (≥0.76) and low-risk group (<0.76) based on the median value (0.76). ROC curve analysis showed that the scoring formula had good prediction accuracy in 1-year, 3-year, 5-year OS rates. In training set, validation set, the total cohort, the OS of patients in the high-risk group was worse than that in the low-risk group (all P < 0.001). The age, pathological degree, tumor staging, risk value calculated by cuproptosis-related differential lncRNA were independent influencing factors of OS (all P < 0.001). There were statistically significant differences in the risk value calculated by cuproptosis-related differential lncRNA scoring formula among patients with different pathological degree, tumor staging, T staging, N staging, M staging (all P < 0.01), while there were no statistically significant differences among patients with different gender and age (all P > 0.05). The established nomogram had good prediction accuracy in the 1-year, 3-year, 5-year OS rates. Sunitinib and sirolimus showed higher sensitivity in the high-risk group; axitinib, sorafenib and pazopanib showed higher sensitivity in the low-risk group. qRT-PCR results showed that relative expression level of AC015912.3 in ccRCC tissues was up-regulated compared with paracancerous tissues (1.00±0.04 vs. 0.68±0.24, t = 6.37, P < 0.01); the relative expression level of AC026401.3 in ccRCC tissues was up-regulated compared with paracancerous tissues (1.00±0.05 vs. 0.64±0.22, t = 7.29, P < 0.01); the relative expression level of AC103706.1 in ccRCC tissues was up-regulated compared with paracancerous tissues (1.00±0.04 vs. 0.64±0.21, t = 7.49, P < 0.01); the relative expression level of EPB41L4A-DT in ccRCC tissues was up-regulated compared with paracancerous tissues (1.00±0.06 vs. 0.73±0.10, t = 10.68, P < 0.01). Conclusions:Cuproptosis-related differential lncRNA scoring formula based on TCGA database can be used as a new marker for clinical diagnosis and prognosis prediction of ccRCC patients, which can help guide the clinical drug treatment of patients and facilitate accurate diagnosis and treatment.

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