南方医科大学学报杂志最新文献

{"title":"[LINC00837/miR-671-5p/SERPINE2 functional axis promotes pathological processes of fibroblast-like synovial cells in rheumatoid arthritis].","authors":"Zhoufang Cao, Yuan Wang, Mengna Wang, Yue Sun, Feifei Liu","doi":"10.12122/j.issn.1673-4254.2025.02.18","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.18","url":null,"abstract":"<p><strong>Objectives: </strong>To investigate the regulatory effect of LINC00837/miR-671-5p/SERPINE2 functional axis on pathological processes of fibroblast-like synovial cells (FLS) in rheumatoid arthritis (RA).</p><p><strong>Methods: </strong>RA-FLS were transfected with a LINC00837 overexpression plasmid (pcDNA3.1-LINC00837), a LINC00837 interference plasmid (siRNA-LINC00837), or their respective negative control plasmids (pcDNA3.1-NC and siRNA-NC). Dual luciferase was used to verify the targeting relationship between LINC00837 and miR-671-5p and between miR-671-5p and SERPINE2. RT-qPCR was used to detect the expression levels of LINC00837, miR-671-5p and SERPINE2 in normal FLS or the transfected cells, whose proliferation and migration abilities were assessed using Edu assay and scratch healing assay and by detecting the expression levels of Ki-67, PCNA, E-cadherin and N-cadherin with Western blotting. The changes in cellular secretion of the inflammatory cytokines (TNF‑α, IL-17, IL-4 and IL-10) were examined using ELISA.</p><p><strong>Results: </strong>Dual luciferase reporter gene assay showed that LINC00837 was capable of binding to the 3'-UTR of miR-671-5p, and the latter bound to the 3-UTR of SERPINE2 at specific binding sites between them. Compared with normal FLS, RA-FLS showed significantly increased expressions of LINC00837 and SERPINE2, lowered miR-671-5p expression and enhanced proliferation and migration abilities with increased expressions of pro-inflammatory cytokines and reduced expressions of anti-inflammatory cytokines. Transfection of RA-FLS with pcDNA-LINC00837 further enhanced cell proliferation and migration and the changes in the inflammatory cytokines, while transfection with si-LINC00837 produced the opposite changes.</p><p><strong>Conclusions: </strong>RA-FLS have a LINC00837/miR-671-5p/SERPINE2 functional axis, which regulates cell proliferation, migration and secretion of inflammatory factors, and interventions targeting LINC00837 may provide a potential strategy to regulate the pathological processes in RA-FLS.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"371-378"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875867/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"[An atrial fibrillation prediction model based on quantitative features of electrocardiogram during sinus rhythm in the Chinese population].","authors":"Xiaoqing Zhu, Yajun Shi, Juan Shen, Qingsong Wang, Tingting Song, Jiancheng Xiu, Tao Chen, Jun Guo","doi":"10.12122/j.issn.1673-4254.2025.02.02","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.02","url":null,"abstract":"<p><strong>Objectives: </strong>To develop an early atrial fibrillation (AF) risk prediction model based on large-scale electrocardiogram (ECG) data from the Chinese population.</p><p><strong>Methods: </strong>The data of multiple ECG records of 30 383 patients admitted in the Chinese PLA General Hospital between 2009 and 2023 were randomly divided into the training set and the internal testing set in a 7:3 ratio. The predictive factors were selected based on the training set using univariate analysis, LASSO regression, and the Boruta algorithm. Cox proportional hazards regression was used to establish the ECG model and the composite model incorporating age, gender, and ECG model score. The discrimination power, calibration, and clinical net benefits of the models were evaluated using the area under the receiver operating characteristic curve (AUROC), calibration curves, and decision curves.</p><p><strong>Results: </strong>The cohort included 51.1% male patients with a median age of the patients of 51 (36, 62) years and an AF incidence of 4.5% (1370/30 383). In the ECG model, the parameters related to the P wave and QRS complex were identified as significant predictors. In the testing set, the AUROC of the ECG model for predicting 5-year AF risk was 0.77 (95% <i>CI</i>: 0.74-0.80), which was increased to 0.81 (95% <i>CI</i>: 0.78-0.83) after incorporating age and gender, with a net reclassification improvement of 0.123 and an integrated discrimination improvement of 0.04 (<i>P</i><0.05). The calibration curve of the model was close to the diagonal line. Decision curve analysis showed that the clinical net benefit of the composite model was higher than that of the ECG model across the majority of threshold probability.</p><p><strong>Conclusions: </strong>The composite model incorporating quantitative ECG features during sinus rhythm, along with age and gender, can effectively predict AF risk in the Chinese population, thus providing a low-cost screening tool for early AF risk assessment and management.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"223-228"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875849/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"GGN repeat length of the androgen receptor gene is associated with antral follicle count in Chinese women undergoing controlled ovarian stimulation.","authors":"Xinyan Liu, Qi Fan, Mingfen Deng, Yan Xu, Jing Guo, Ping Cao, Canquan Zhou, Yanwen Xu","doi":"10.12122/j.issn.1673-4254.2025.02.01","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.01","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the association of GGN repeat polymorphism of androgen receptor (AR) with ovarian reserve and ovarian response in controlled ovarian stimulation (COS).</p><p><strong>Methods: </strong>This genetic association study was conducted among a total of 361 women aged ≤40 years with basal FSH≤12 U/L undergoing the GnRH-agonist long protocol for COS in a university-affiliated IVF center. GGN repeat in the AR gene was analyzed with Sanger sequencing. The primary endpoint was the number of antral follicle counts (AFCs), and the secondary endpoints were stimulation days, total dose of gonadotropin (Gn) used, total number of retrieved oocytes, ovarian sensitivity index, and follicular output rate.</p><p><strong>Results: </strong>The GGN repeat in exon 1 of the AR gene ranged from 13 to 24, and the median repeat length was 22. Based on the genotypes (S for GGN repeats <22, L for GGN repeats ≥22), the patients were divided into 3 groups: SS, SL, and LL. Generalized regression analysis indicated that the number of AFCs in group SS was significantly lower than those in group SL (adjusted β=1.8, 95% <i>CI</i>: 0.2-3.4, <i>P</i>=0.024) and group LL (adjusted β=1.5, 95% <i>CI</i>: 0.2-2.7, <i>P</i>=0.021). No significant difference was observed in the number of AFCs between group SL and group LL (<i>P</i>>0.05). Generalized regression analysis indicated no significant differences in ovarian stimulation parameters among the 3 groups, either before or after adjusting for confounding factors (<i>P</i>>0.05).</p><p><strong>Conclusions: </strong>GGN repeat length on the AR gene is associated with AFC but not with ovarian response in Chinese women, indicating that AR gene polymorphisms may affect ovarian reserve.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"213-222"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875863/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"[C6TSEDRVAJZ, a combination of small-molecule compounds, induces differentiation of human placental fibroblasts into epithelioid cells <i>in vitro</i>].","authors":"Zhenjia Dai, Qunwei Gao, Mengjiao Ying, Ao Wang, Juan Hong, Chunjing Wang, Yu Guo, Changqing Liu, Gaofeng Liu","doi":"10.12122/j.issn.1673-4254.2025.02.13","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.13","url":null,"abstract":"<p><strong>Objectives: </strong>To reprogram human placental fibroblasts (HPFs) into chemically induced epithelioid-like cells (ciEP-Ls) using a combination of small-molecule compounds.</p><p><strong>Methods: </strong>HPFs cultured under normoxic conditions were identified using immunofluorescence assay, PCR and chromosomal karyotyping. Under hypoxic conditions (37 ℃, 5% O₂), HPFs were cultured in a medium containing small-molecule compounds C6TSEDRVAJZ (CHIR99021, 616452, TTNPB, SAG, EPZ5676, DZNep, Ruxolitinib, VTP50469, Afuresertib, JNK-IN-8, and EZM0414), and the cell morphology was observed daily. The expression levels of epithelial cell markers in the induced cells were detected by immunofluorescence, Western blotting and PCR. Chromosomal karyotyping of the induced cells was performed and the induction efficiency was calculated.</p><p><strong>Results: </strong>Before induction, HPFs showed positive expressions of fibroblast surface markers CD34 and vimentin and were negative for epithelial surface markers. PCR results showed high expressions of fibroblast-specific genes S100A4 and COL1A1 in HPFs with a normal human diploid karyotype. After one day of induction, the HPFs underwent morphological changes from a multinodular spindle shape to a round or polygonal shape, which was morphologically characteristic of ciEP-Ls. On day 4 of induction, the cells exhibited high expressions of the epithelial cell markers E-cadherin and Lin28A. RT-qPCR results also showed that the cells expressed the epithelial markers Smad3, GLi3, PAX8, WT1, KRT19, and KRT18 with significantly down-regulated expressions of all the fibroblast surface markers and a normal human diploid karyotype. The reprogramming efficiency of HPFs into ciEP-Ls ranged from (64.53±2.8)% to (68.10±3.6)%.</p><p><strong>Conclusions: </strong>The small-molecule compound combination C6TSEDRVAJZ is capable of inducing HPFs into ciEP-Ls under hypoxic conditions with a high induction efficiency.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"322-330"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875853/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"[<i>Lacticaseibacillus paracasei</i> E6 improves vinorelbine-induced immunosuppression in zebrafish through its metabolites acetic acid and propionic acid].","authors":"X U Xinzhu, Lina Guo, Kangdi Zheng, Yan Ma, Shuxian Lin, Yingxi He, Wen Sheng, Suhua Xu, Feng Qiu","doi":"10.12122/j.issn.1673-4254.2025.02.14","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.14","url":null,"abstract":"<p><strong>Objectives: </strong>To explore the mechanism of <i>Lacticaseibacillus paracasei</i> E6 for improving vinorelbine-induced immunosuppression in zebrafish.</p><p><strong>Methods: </strong>The intestinal colonization of <i>L. paracasei</i> E6 labeled by fluorescein isothiocyanate (FITC) in zebrafish was observed under fluorescence microscope. In a zebrafish model of vinorelbine-induced immunosuppression, the immunomodulatory activity of <i>L. paracasei</i> E6 was assessed by analyzing macrophage and neutrophil counts in the caudal hematopoietic tissue (CHT), the number of T-lymphocyte, and the expressions of interleukin-12 (IL-12) and interferon-γ (IFN-γ). The contents of short-chain fatty acids (SCFAs) in <i>L. paracasei</i> E6 fermentation supernatant and the metabolites of <i>L. paracasei</i> E6 in zebrafish were detected by LC-MS/MS-based targeted metabolomics. The immunomodulatory effects of the SCFAs including sodium acetate, sodium propionate and sodium butyrate were evaluated in the zebrafish model of immunosuppression.</p><p><strong>Results: </strong>After inoculation, green fluorescence of FITC-labeled <i>L. paracasei</i> E6 was clearly observed in the intestinal ball, midgut and posterior gut regions of zebrafish. In the immunocompromised zebrafish model, <i>L. paracasei</i> E6 significantly alleviated the reduction of macrophage and neutrophil counts in the CHT, increased the fluorescence intensity of T-lymphocytes, and promoted the expressions of IL-12 and IFN-γ. Compared with MRS medium, <i>L. paracasei</i> E6 fermentation supernatant showed significantly higher levels of acetic acid, propionic acid and butyric acid, which were also detected in immunocompromised zebrafish following treatment with <i>L. paracasei</i> E6. Treatment of the zebrafish model with sodium acetate and sodium propionate significantly increased macrophage and neutrophil counts in the CHT and effectively inhibited vinorelbine-induced reduction of thymus T cells.</p><p><strong>Conclusions: </strong><i>L. paracasei</i> E6 can improve vinorelbine-induced immunosuppression in zebrafish through its SCFA metabolites acetic acid and propionic acid.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"331-339"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875848/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542556","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"[A sparse-view cone-beam CT reconstruction algorithm based on bidirectional flow field- guided projection completion].","authors":"Wenwei Li, Zerui Mao, Yongbo Wang, Zhaoying Bian, Jing Huang","doi":"10.12122/j.issn.1673-4254.2025.02.21","DOIUrl":"10.12122/j.issn.1673-4254.2025.02.21","url":null,"abstract":"<p><strong>Objectives: </strong>We propose a sparse-view cone-beam CT reconstruction algorithm based on bidirectional flow field guided projection completion (BBC-Recon) to solve the ill-posed inverse problem in sparse-view cone-beam CT imaging.</p><p><strong>Methods: </strong>The BBC-Recon method consists of two main modules: the projection completion module and the image restoration module. Based on flow field estimation, the projection completion module, through the designed bidirectional and multi-scale correlators, fully calculates the correlation information and redundant information among projections to precisely guide the generation of bidirectional flow fields and missing frames, thus achieving high-precision completion of missing projections and obtaining pseudo complete projections. The image restoration module reconstructs the obtained pseudo complete projections and then refines the image to remove the residual artifacts and further improve the image quality.</p><p><strong>Results: </strong>The experimental results on the public datasets of Mayo Clinic and Guilin Medical University showed that in the case of a 4-fold sparse angle, compared with the suboptimal method, the BBC-Recon method increased the PSNR index by 1.80% and the SSIM index by 0.29%, and reduced the RMSE index by 4.12%; In the case of an 8-fold sparse angle, the BBC-Recon method increased the PSNR index by 1.43% and the SSIM index by 1.49%, and reduced the RMSE index by 0.77%.</p><p><strong>Conclusions: </strong>The BBC-Recon algorithm fully exploits the correlation information between projections to allow effective removal of streak artifacts while preserving image structure information, and demonstrates significant advantages in maintaining inter-slice consistency.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 2","pages":"395-408"},"PeriodicalIF":0.0,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11875868/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143542698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Strategies for long-acting drug design.","authors":"Muqi Huang, Zheng Cai, Shuwen Liu","doi":"10.12122/j.issn.1673-4254.2025.01.24","DOIUrl":"10.12122/j.issn.1673-4254.2025.01.24","url":null,"abstract":"<p><p>With advances of drug design and preparation technology, the development of long-acting drugs has become an important research focus in precision medicine and chronic disease management. These drugs are designed to improve the patients' compliance and quality of life by achieving prolonged maintenance of an effective drug concentration in the body with a reduced dosing frequency. Small molecule drugs, monoclonal antibodies and nucleic acid drugs all have their own difficulties in achieving long actions, which can be especially challenging for the latter two because of their structural complexity. This review provides an overview of the strategies for designing long-acting small molecule drugs, monoclonal antibodies, and nucleic acid drugs.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 1","pages":"206-212"},"PeriodicalIF":0.0,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744288/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Mechanism of <i>Hedyotis diffusa</i>-<i>Scutellaria barbata D. Don</i> for treatment of primary liver cancer: analysis with network pharmacology, molecular docking and <i>in vitro</i> validation.","authors":"Meng Xu, Lina Chen, Jinyu Wu, Lili Liu, Mei Shi, Hao Zhou, Guoliang Zhang","doi":"10.12122/j.issn.1673-4254.2025.01.11","DOIUrl":"10.12122/j.issn.1673-4254.2025.01.11","url":null,"abstract":"<p><strong>Objectives: </strong>To investigate the active ingredients in Hedyotis diffusa-Scutellaria barbata D. Don and the main biological processes and signaling pathways mediating their inhibitory effect on primary hepatocellular carcinoma (HCC).</p><p><strong>Methods: </strong>The core intersecting genes of HCC and the two drugs were screened from TCMSP, Uniport, Genecards, and String databases using Cytoscape software, and GO and KEGG enrichment analyses of the intersecting genes were conducted. Molecular docking between the active ingredients of the drugs and the core genes was carried out using Pubcham, RCSB and Autoduckto to identify the active ingredients with the highest binding energy, whose inhibitory effect on HepG2 cells was verifies using CCK-8 assay, flow cytometry and Western blotting.</p><p><strong>Results: </strong>TP53 and ESR1 were identified as the core genes of HCC and the two drugs. GO and KEGG analyses showed that the two genes were mainly involved in regulation of apoptotic signaling pathway, cell population proliferation, methane raft, and protein kinase activity, and participated in the signaling pathways of apoptosis, proteoglycans in cancer, PI3K Akt signaling pathway, and hepatitis B. Molecular docking studies showed that the active ingredients of the drugs could be docked with TP53 and ESR1 genes under natural conditions, and ursolic acid had the highest binding energy to ESR1 (-4.98 kcal/mol). The results of CCK-8 assay, flow cytometry and Western blotting all demonstrated significant inhibitory effect of ursolic acid on HepG2 cells.</p><p><strong>Conclusions: </strong>The inhibitory effect of Hedyotis diffusa-scutellariae barbatae on HCC is mediated by multiple active ingredients in the two drugs.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 1","pages":"80-89"},"PeriodicalIF":0.0,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744272/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"CXCL12 is a potential therapeutic target for type 2 diabetes mellitus complicated by chronic obstructive pulmonary disease.","authors":"Huaiwen Xu, Li Weng, Hong Xue","doi":"10.12122/j.issn.1673-4254.2025.01.13","DOIUrl":"10.12122/j.issn.1673-4254.2025.01.13","url":null,"abstract":"<p><strong>Objectives: </strong>To identify the key genes and immunological pathways shared by type 2 diabetes mellitus (T2DM) and chronic obstructive pulmonary disease (COPD) and explore the potential therapeutic targets of T2DM complicated by COPD.</p><p><strong>Methods: </strong>GEO database was used for analyzing the gene expression profiles in T2DM and COPD to identify the common differentially expressed genes (DEGs) in the two diseases. A protein-protein interaction network was constructed to identify the candidate hub genes, which were validated in datasets and disease sets to obtain the target genes. The diagnostic accuracy of these target genes was assessed with ROC analysis, and their expression levels and association with pulmonary functions were investigated using clinical data and blood samples of patients with T2DM and COPD. The abundance of 22 immune cells was analyzed with CIBERSORT algorithm, and their relationship with the target genes was examined using correlation analysis. DGIdb database was used for analyzing the drug-gene interactions and the druggable genes followed by gene set enrichment analysis.</p><p><strong>Results: </strong>We identified a total of 175 common DEGs in T2DM and COPD, mainly enriched in immune- and inflammation-related pathways. Among these genes, CXCL12 was identified as the final target gene, whose expression was elevated in both T2DM and COPD (<i>P</i><0.05) and showed good diagnostic efficacy. Immune cell infiltration correlation analysis showed significant correlations of CXCL12 with various immune cells (<i>P</i><0.01). GESA analysis showed that high CXCL12 expression was significantly correlated with \"cytokine-cytokine receptor interaction\". Drug-gene analysis showed that most of CXCL12-related drugs were not targeted drugs with significant cytotoxicity.</p><p><strong>Conclusions: </strong>CXCL12 is a potential common key pathogenic gene of COPD and T2DM, and small-molecule targeted drugs against CXCL12 can provide a new strategy for treatment T2DM complicated by COPD.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 1","pages":"100-109"},"PeriodicalIF":0.0,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744293/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"A multi-constraint representation learning model for identification of ovarian cancer with missing laboratory indicators.","authors":"Zihan Lu, Fangjun Huang, Guangyao Cai, Jihong Liu, Xin Zhen","doi":"10.12122/j.issn.1673-4254.2025.01.20","DOIUrl":"10.12122/j.issn.1673-4254.2025.01.20","url":null,"abstract":"<p><strong>Objectives: </strong>To evaluate the performance of a multi-constraint representation learning classification model for identifying ovarian cancer with missing laboratory indicators.</p><p><strong>Methods: </strong>Tabular data with missing laboratory indicators were collected from 393 patients with ovarian cancer and 1951 control patients. The missing ovarian cancer laboratory indicator features were projected to the latent space to obtain a classification model using the representational learning classification model based on discriminative learning and mutual information coupled with feature projection significance score consistency and missing location estimation. The proposed constraint term was ablated experimentally to assess the feasibility and validity of the constraint term by accuracy, area under the ROC curve (AUC), sensitivity, and specificity. Cross-validation methods and accuracy, AUC, sensitivity and specificity were also used to evaluate the discriminative performance of this classification model in comparison with other interpolation methods for processing of the missing data.</p><p><strong>Results: </strong>The results of the ablation experiments showed good compatibility among the constraints, and each constraint had good robustness. The cross-validation experiment showed that for identification of ovarian cancer with missing laboratory indicators, the AUC, accuracy, sensitivity and specificity of the proposed multi-constraints representation-based learning classification model was 0.915, 0.888, 0.774, and 0.910, respectively, and its AUC and sensitivity were superior to those of other interpolation methods.</p><p><strong>Conclusions: </strong>The proposed model has excellent discriminatory ability with better performance than other missing data interpolation methods for identification of ovarian cancer with missing laboratory indicators.</p>","PeriodicalId":18962,"journal":{"name":"南方医科大学学报杂志","volume":"45 1","pages":"170-178"},"PeriodicalIF":0.0,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11744287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}