1.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
2.Analysis of unqualified ALT results in the initial screening and re-examination of blood donors in Changchun, China
Min HE ; Jingru CUI ; Zhiyong WANG ; Yang MA
Chinese Journal of Blood Transfusion 2025;38(4):495-501
[Objective] To investigate the non-pathological influencing factors of the unqualified alanine aminotransferase (ALT) in the initial screening of blood donors in Changchun and the laboratory re-examination, so as to provide evidence for reducing the deferral of blood donors and the discarding of blood due to ALT disqualification. [Methods] The unqualified results of ALT from the laboratory of our center from September 1, 2023 to October 31, 2024 were collected. The unqualified rates of ALT were statistically analyzed according to the blood collection sites and the initial screening detection equipment. The samples after ALT pre-donation screening were tested in the laborator, and the unqualified rates of ALT in the initial screening and the laboratory, the non-conformity rate of the results and the distribution range of ALT values were statistically analyzed according to the blood collection sites and the initial screening detection equipment. A questionnaire survey was conducted on the blood donors before blood collection to statistically analyze the influence of the blood donors' living habits and diet on ALT test results. [Results] The statistical analysis of the unqualified rate of ALT in the laboratory showed statistically significant differences in the ALT disqualification rates among different blood collection sites and different initial screening detection devices (P<0.05). Comparison of the ALT unqualified rate for the same type of equipment at different sites showed that for Equipment 1, there were differences between the combined blood collection house and the whole blood house, and between the combined blood collection house and the blood donation vehicle (P<0.05); for Equipment 2, there were differences between the combined blood collection house and the blood donation vehicle, and between the whole blood house and the blood donation vehicle (P<0.05); there were no significant differences among other groups with the same equipment. The initial screening and the laboratory test results for the same samples were compared, with unqualified rates of ALT of 16.29% and 13.01%, respectively. There were statistically significant differences in the unqualified rates of ALT among different blood collection sites (P<0.05), but no significant differences in the ALT test results among different detection equipment (P>0.05).. The non-conformity rate between the initial screening and the laboratory results was 5.26%, of which 81.15% (99/122) were unqualified in the initial screening but qualified in the laboratory. There were statistically significant differences in those unqualified in the initial screening but qualified in the laboratory among different blood collection sites and different detection equipment (P<0.05). The median ALT level in the initial screening was 29.0 U/L (with a 5%-95% range of 14-75 U/L), and the median ALT level in the laboratory was 19 U/L (with a 5%-95% range of 8-65 U/L). The results of the questionnaire survey showed that 33.3% (2/6) of those who consumed alcohol within 24 hours before blood donation had unqualified ALT, and 10% (1/10) of those who stayed up late the night before blood donation had unqualified ALT. [Conclusion] The unqualified rates of ALT in the initial screening before blood collection and the laboratory re-examination of blood donors in Changchun are closely related to the blood collection sites, detection equipment, detection environment, detection personnel, samples, ALT thresholds and detection time. Drinking alcohol and staying up late within 24 hours before blood donation increase the risk of unqualified ALT detection.
3.Effect of tumor vascular disrupting agent 5,6-dimethylxanthenone-4-acetic acid on metastasis of Lewis lung cancer in mice
Xia CUI ; Wei HE ; Zhiyong XIAO ; Ying WANG ; Feng LIU ; Wenxia ZHOU
Chinese Journal of Pharmacology and Toxicology 2024;38(3):161-169
OBJECTIVE To investigate the inhibitory effect and mechanism of 5,6-dimethylxanthe-none-4-acetic acid(DMXAA)on metastasis of Lewis lung cancer(LLC)in mice.METHODS The inhibi-tory effect of DMXAA on tumor metastasis was analyzed via an LLC xenograft tumor model and LLC metastatic tumor model.The mice of LLC xenograft tumor model were randomly divided into three groups:model group(physiological saline containing 1%DMSO,ip,once every two days),model+suni-tinib group(30 mg·kg-1,ip,once every two days),and model+DMXAA group(25 mg·kg-1,ip,once).Tumor volume and body mass were measured once every two days after administration.Two and five days after administration,tumor mass was measured by sacrificing the mice,followed by immunofluores-cence staining of tumor tissues.Platelet/endothelial cell adhesion molecule-1(CD31)and α-smooth muscle actin(α-SMA)were used to analyze the vascular structure of tumor tissues.The tumor hypoxia level was detected using the hypoxia probe pimonidazole staining.The mice of LLC metastatic tumor model were randomly divided into three groups:model group(physiological saline containing 1%DMSO,ip,twice a week),model+sunitinib group(60 mg·kg-1,ip,twice a week),and model+DMXAA group(25 mg·kg-1,ip,once).At the Two and five weeks after administration,the in vivo tumor growth and metastasis were observed and quantified using a small animal live imaging system.RESULTS Compared with the model group,the tumor volume and mass of the model+sunitinib group and model+ DMXAA group were significantly reduced(P<0.05,P<0.01),and DMXAA took effect faster and more significantly than sunitinib.At the same time,compared with the model group,the body mass in the model+sunitinib group decreased significantly(P<0.05),but there was no significant difference in body mass the model+DMXAA group.Compared with the model group,model+sunitinib had no effect on tumor metastasis,but model+DMXAA significantly reduced tumor metastasis two weeks after administration(P<0.01).Compared with the model group,the coverage rate of α-SMA/CD31 in the model+sunitinib group and model+DMXAA group increased significantly(P<0.05).Compared with the model group,there was no significant change in the tumor hypoxia area in the model+sunitinib group,but this in the model+DMXAA group decreased significantly(P<0.01).CONCLUSION DMXAA significantly inhibits the growth and metastasis of LLC in mice,and its mechanism may be related to its improvement of tumor vascular normalization and hyposic microenvironments.
4.Visualization analysis on research progress and trends of Ziziphi Spinosae Semen from 2000 to 2022
Tong QU ; Ning LI ; Hui REN ; Wenjing LU ; Xiaomin CUI ; Jing HU ; Zhiyong CHEN ; Hong ZHANG
China Pharmacist 2024;27(2):242-254
Objective To explore the research hotspots and development trends of Ziziphi Spinosae Semen in the past 20 years,and to provide reference for related research.Methods Literatures on Ziziphi Spinosae Semen were searched from January 1,2000 to December 31,2022 in CNKI,Web of Science Core Collection Database.VOS viewer software was used to visually analyze the citation frequency,research institutions and keyword hotspots of English literatures.CiteSpace software was used to visually analyze research institutions,authors,emergence keywords and keyword overlap time of Chinese literatures,and Microsoft Excel 2021 software was used to analyze of annual publication trends and publication volume of Chinese and English literatures,and download frequency of Chinese literatures.Results A total of 4 872 Chinese and 128 English literatures were included,with an overall upward trend in the number of annual publications.The research institutions with the highest number of publications in Chinese and English were Shandong University of Traditional Chinese Medicine and Tianjin University of Commerce,and the authors with the highest number of publications were DU Chenhui and XIE Junbo,respectively.The most frequent keywords in Chinese literatures were"Ziziphi Spinosae Semen","composed"and"application of compound therapy",and in English literatures were"performance","oxidative stress".Conclusion From 2000 to 2022,the research hotspots of Ziziphi Spinosae Semen mainly focused on the chemical composition,pharmacological effects and clinical application analysis,compatibility research,formulation and preparation.Quality control and evaluation of Ziziphi Spinosae Semen,and the research on the mechanism of preventing and treating insomnia with Ziziphi Spinosae Semen may become future research directions.
5.Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine (version 2024)
Xiao CHEN ; Hao ZHANG ; Man WANG ; Guangchao WANG ; Jin CUI ; Wencai ZHANG ; Fengjin ZHOU ; Qiang YANG ; Guohui LIU ; Zhongmin SHI ; Lili YANG ; Zhiwei WANG ; Guixin SUN ; Biao CHENG ; Ming CAI ; Haodong LIN ; Hongxing SHEN ; Hao SHEN ; Yunfei ZHANG ; Fuxin WEI ; Feng NIU ; Chao FANG ; Huiwen CHEN ; Shaojun SONG ; Yong WANG ; Jun LIN ; Yuhai MA ; Wei CHEN ; Nan CHEN ; Zhiyong HOU ; Xin WANG ; Aiyuan WANG ; Zhen GENG ; Kainan LI ; Dongliang WANG ; Fanfu FANG ; Jiacan SU
Chinese Journal of Trauma 2024;40(3):193-205
Osteoporotic proximal humeral fracture (OPHF) is one of the common osteoporotic fractures in the aged, with an incidence only lower than vertebral compression fracture, hip fracture, and distal radius fracture. OPHF, secondary to osteoporosis and characterized by poor bone quality, comminuted fracture pattern, slow healing, and severely impaired shoulder joint function, poses a big challenge to the current clinical diagnosis and treatment. In the field of diagnosis, treatment, and rehabilitation of OPHF, traditional Chinese and Western medicine have accumulated rich experience and evidence from evidence-based medicine and achieved favorable outcomes. However, there is still a lack of guidance from a relevant consensus as to how to integrate the advantages of the two medical systems and achieve the integrated diagnosis and treatment. To promote the diagnosis and treatment of OPHF with integrated traditional Chinese and Western medicine, relevant experts from Orthopedic Expert Committee of Geriatric Branch of Chinese Association of Gerontology and Geriatrics, Youth Osteoporosis Group of Orthopedic Branch of Chinese Medical Association, Osteoporosis Group of Orthopedic Surgeon Branch of Chinese Medical Doctor Association, and Osteoporosis Committee of Shanghai Association of Integrated Traditional Chinese and Western Medicine have been organized to formulate Expert consensus on the diagnosis and treatment of osteoporotic proximal humeral fracture with integrated traditional Chinese and Western medicine ( version 2024) by searching related literatures and based on the evidences from evidence-based medicine. This consensus consists of 13 recommendations about the diagnosis, treatment and rehabilitation of OPHF with integrated traditional Chinese medicine and Western medicine, aimed at standardizing, systematizing, and personalizing the diagnosis and treatment of OPHF with integrated traditional Chinse and Western medicine to improve the patients ′ function.
6.Effect of CXXC4 expression level change in pancreatic cancer cells on proliferation and apoptosis
Jing ZHOU ; Luyao WANG ; Xiaoyan CUI ; Yanan ZHANG ; Ronghua ZHANG ; Meimei WANG ; Yanan XIONG ; Zhiyong LIU ; Guangling ZHANG
Chongqing Medicine 2024;53(18):2721-2729
Objective To investigate the effect of CXXC finger protein 4 (CXXC4) on the proliferation and apoptosis of pancreatic cancer PANC-1 cells.Methods The expression level of CXXC4 in pancreatic canc-er tissues and its relationship with prognosis and clinicopathological stage of the patients were analyzed in on-line databases.The qRT-PCR technique was used to detect the mRNA expression level of CXXC4 in human normal pancreatic ductal epithelial cell line (HPNE) and pancreatic cancer cell PANC-1,AsPC-1 and BxPC-3. si-NC,si-CXXC4,pcDNA3.1 and pCDNA3.1-CXXC4 were respectively transfected into PANC-1 cells.West-ern blot was conducted to detect the effectiveness of CXXC4 knockdown and overexpression.CCK-8,colony formation,EdU and immunofluorescence assays were conducted to analyze the effect of CXXC4 knockdown or overexpression on the proliferation and apoptosis of PANC-1 cells.The bioinformatic websites was used to predict the upstream microRNA (miRNA) of CXXC4.The Starbase database was adopted to analyze the cor-relation between miR-450b-5p and CXXC4 expression in pancreatic cancer tissues.Results The TCGA data-base results showed that the expression of CXXC4 in pancreatic cancer tissues was lowly expressed compared with in paracancerous pancreatic tissues (P<0.001),moreover which was associated with the overall survival and poor prognosis in the patients with pancreatic cancer (P<0.05).The GEPIA database analysis results showed that compared with stage Ⅰ pancreatic cancer,the CXXC4 expression in stage Ⅱ pancreatic cancer was decreased (P<0.05).Compared with HPNE cells,the CXXC4 expression in 3 kinds of pancreatic cancer cells was decreased (P<0.05).Compared with the si-NC group,the proliferation and colony formation ability of PANC-1 cells in the si-CXXC4 group were enhanced,the expressions of proliferation markers Ki67 and PC-NA were increased,and the expressions of apoptosis markers Bax,caspase-3 and caspase-9 were decreased;compared with the pcDNA3.1 group,the PANC-1 cells in the pcDNA3.1-CXXC4 group obtained the opposite results (all P<0.05).The bioinformatic websites predicted that miR-450b-5p was the upstream miRNA of CXXC4,CXXC4 in pancreatic cancer tissues was negatively correlated with the miR-450b-5p expression (r=-0.227) and miR-450b-5p in various mammalian species was highly conserved.Conclusion CXXC4 inhibits the proliferation of PANC-1 cells in pancreatic cancer and promotes theirs apoptosis.
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.miR-199a-5p promotes bile duct ligation-induced liver fibrosis of rats by regulating intestinal microbiota
Xiaoyan CUI ; Xiaohan YU ; Jing ZHOU ; Luyao WANG ; Ronghua ZHANG ; Meimei WANG ; Yanan XIONG ; Zhiyong LIU ; Guangling ZHANG
Acta Universitatis Medicinalis Anhui 2024;59(10):1794-1801
Objective To investigate the effect of miR-199a-5p on common bile duct ligation(BDL)-induced liver fibrosis in rats by regulating intestinal flora.Methods The 25 SD rats were randomly divided into five groups:the Sham group,the BDL group,the negative control adenovirus(NC adv)group,the miR-199a-5p adv group and the miR-199a-5p sponge adv group.The pathological changes of liver tissue and the degree of liver fibrosis were ob-served by HE,Masson and Sirius Red staining.The levels of aspartate aminotransferase(AST),alanine amin-otransferase(ALT),total bilirubin(TBIL)and direct bilirubin(DBIL)in serum of rats were determined by a fully automatic biochemical analyzer.The mRNA expression level of miR-199a-5p in liver tissue of rats was detec-ted by qRT-PCR.The protein expression levels of α-smooth muscle actin(α-SMA)and collagen type 1 alpha 1(COL1A1)in liver tissue of rats were detected by double immunofluorescence staining and Western blot experi-ment.Rat feces were collected for 16S rRNA high-throughput sequencing.Results The expression of miR-199a-5p was up-regulated in the liver tissue of BDL rats(P<0.01).Compared with the NC adv group,the degree of liver injury and collagen deposition were relatively serious,the levels of AST,ALT,TBIL and DBIL in serum and the expression levels of α-SMA and COL1A1 in liver tissue increased in the miR-199a-5p adv group(all P<0.05).However,the results of miR-199a-5p sponge adv intervention were opposite(all P<0.05).The 16S rRNA sequencing results showed that rats treated with miR-199a-5p adv were characterized by increased diversity and richness of intestinal microbiota,changed composition of intestinal microbiota,while the results of miR-199a-5p sponge adv interfering with the bacterial community were opposite(all P<0.05).Conclusion miR-199a-5p promotes liver fibrosis of BDL rats,and its mechanism may be related to regulating the diversity and abundance of intestinal microbiota.
9.Investigation of human parvovirus B19 infection in college students
Zhiyong WANG ; Jinhua AN ; Jingru CUI ; Yanfei LI ; Kaiye LI ; Min HE
Chinese Journal of Blood Transfusion 2024;37(8):914-917,945
Objective To investigate the prevalence of human parvovirus B19(B19V)infection among college students,so as to provide reference for the development of blood donor screening strategies and blood supply policies.Meth-ods From March 2023 to February 2024,blood donor samples from college students in Changchun were retrospectively an-alyzed using the principle of random numbers,with samples taken 1 to 3 days per month.B19V IgG/IgM were detected by ELISA,and B19V DNA and viral load were measured by real-time quantitative PCR.Results Among 1 456 blood donor samples from college students,the positive rates for B19V IgG,IgM and DNA were 11.54%,0.34%and 2.68%,respec-tively.The viral load in 39 B19V DNA-positive samples ranged from 5.60×102 IU/mL to 9.10×106 IU/mL,with 28 samples(1.92%)having a viral load above 104 IU/mL.There were 11 samples(0.76%)that were positive for B19V DNA but neg-ative for IgG/IgM.Conclusion The college students have a low prevalence of past B19V infection,but a higher risk of in-fections and a higer proportion of acute infections with high viral loads in individuals who are]B19V IgG negative,presenting a risk of transmission through blood transfusion.Targeted blood safety monitoring is necessary for college students to track the prevalence of B19V DNA.
10.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.


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