1.Machine learning identification of LRRC15 and MICB as immunodiagnostic markers for rheumatoid arthritis
Yanhu TIAN ; Xinan HUANG ; Tongtong GUO ; Rusitanmu·Ahetanmu ; Jiangmiao LUO ; Yao XIAO ; Chao WANG ; Weishan WANG
Chinese Journal of Tissue Engineering Research 2025;29(11):2411-2420
BACKGROUND:Rheumatoid arthritis is a chronic autoimmune disease.Early diagnosis is crucial for preventing disease progression and for effective treatment.Therefore,it is of significance to investigate the diagnostic characteristics and immune cell infiltration of rheumatoid arthritis. OBJECTIVE:Based on the Gene Expression Omnibus(GEO)database,to screen potential diagnostic markers of rheumatoid arthritis using machine learning algorithms and to investigate the relationship between the diagnostic characteristics of rheumatoid arthritis and immune cell infiltration in this pathology. METHODS:The gene expression datasets of synovial tissues related to rheumatoid arthritis were obtained from the GEO database.The data sets were merged using a batch effect removal method.Differential expression analysis and functional correlation analysis of genes were performed using R software.Bioinformatics analysis and three machine learning algorithms were used for the extraction of disease signature genes,and key genes related to rheumatoid arthritis were screened.Furthermore,we analyzed immune cell infiltration on all differentially expressed genes to examine the inflammatory state of rheumatoid arthritis and investigate the correlation between their diagnostic characteristics and infiltrating immune cells. RESULTS AND CONCLUSION:In both rheumatoid arthritis and normal synovial tissues,we identified 179 differentially expressed genes,with 124 genes up-regulated and 55 genes down-regulated.Enrichment analysis revealed a significant correlation between rheumatoid arthritis and immune response.Three machine learning algorithms identified LRRC15 and MICB as potential biomarkers of rheumatoid arthritis.LRRC15(area under the curve=0.964,95%confidence interval:0.924-0.992)and MICB(area under the curve=0.961,95%confidence interval:0.923-0.990)demonstrated strong diagnostic performance on the validation dataset.The infiltration of 13 types of immune cells was altered,with macrophages being the most affected.In rheumatoid arthritis,the majority of proinflammatory pathways in immune cell function were activated.Immunocorrelation analysis revealed that LRRC15 and MICB had the strongest correlation with M1 macrophages.To conclude,this study identified LRRC15 and MICB as potential diagnostic markers for rheumatoid arthritis,with strong diagnostic performance and significant correlation with immune cell infiltration.Machine learning and bioinformatics analysis deepened the understanding of immune infiltration in rheumatoid arthritis and provided new ideas for the diagnosis and treatment of rheumatoid arthritis.
2.Jiebiao Qingli Decoction Regulates TLR7/MAPK/NF-κB Pathway to Prevent and Treat Pneumonia Induced by IAV Infection
Yu MING ; Yichuan MA ; Ruiqi YAO ; Yan CHAO ; Hongchun ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):173-181
ObjectiveTo explore the mechanism of Jiebiao Qingli decoction (JQD) in treating pneumonia caused by influenza A virus (IAV) infection. MethodsA total of 132 Balb/c mice were randomly assigned into normal control (NC), model control (IAV), oseltamivir (OSV, 37.5 mg·kg-1), and high-, medium-, low-dose JQD (H-, M-, and L-JQD: 6.05, 3.02, and 1.51 g·kg-1, respectively) groups. The NC group was treated with normal saline nasal drops, and the other groups were intranasally inoculated with A/Brisbane/02/2018 (H1N1) [pdm09-like virus (H1N1)] for the modeling of IAV infection. Two hours post-modeling, the NC and IAV groups were administrated with normal saline by gavage, while other groups received corresponding drugs for 7 d. The body mass, survival status, and deaths of mice were recorded daily during the administration of the drugs. On days 3 and 7, the lung index was measured for mice in each group. Pathological changes in the lung tissue were observed via hematoxylin-eosin staining. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was conducted to measure the viral load (IAV-M) and the mRNA levels of Toll-like receptor 7 (TLR7), p38 mitogen-activated protein kinase (p38 MAPK), and nuclear factor-kappa B (NF-κB) in the lung tissue. Western blot was employed to measure the protein levels of p38 MAPK and NF-κB. Enzyme-linked immunosorbent assay was used to quantify serum levels of interleukin-2 (IL-2), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α). ResultsCompared with the NC group, the IAV group showed reduced survival quality and survival days (P<0.01), lung congestion, inflammatory cell infiltration, elevated lung index (P<0.01), increased viral load (P<0.01), upregulated TLR7, p38 MAPK, and NF-κB levels (P<0.05, P<0.01), decreased IL-2 level (P<0.01), and elevated IL-6 and TNF-α levels (P<0.01). Compared with the IAV group, H-JQD prolonged survival days (P<0.05). All JQD groups alleviated pathological changes in the lung tissue and reduced the lung index (P<0.01). M-JQD and H-JQD decreased the viral load (P<0.01). H-JQD downregulated the mRNA levels of TLR7, p38 MAPK, and NF-κB (P<0.05, P<0.01) and the protein levels of p38 MAPK and NF-κB (P<0.01), increased the serum IL-2 level (P<0.01), and lowered the IL-6 and TNF-α levels (P<0.05, P<0.01). M-JQD downregulated the mRNA level of NF-κB (P<0.01) and the protein level of p38 MAPK (P<0.05), elevated the IL-2 level (P<0.01), and lowered the TNF-α level (P<0.01). ConclusionM- and H-JQD can prevent and control IAV infection-induced pneumonia dose-dependently by inhibiting the TLR7/MAPK/NF-κB signaling pathway, increasing IL-2, and reducing excessive secretion of IL-6 and TNF-α.
3.Jiebiao Qingli Decoction Regulates TLR7/MAPK/NF-κB Pathway to Prevent and Treat Pneumonia Induced by IAV Infection
Yu MING ; Yichuan MA ; Ruiqi YAO ; Yan CHAO ; Hongchun ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):173-181
ObjectiveTo explore the mechanism of Jiebiao Qingli decoction (JQD) in treating pneumonia caused by influenza A virus (IAV) infection. MethodsA total of 132 Balb/c mice were randomly assigned into normal control (NC), model control (IAV), oseltamivir (OSV, 37.5 mg·kg-1), and high-, medium-, low-dose JQD (H-, M-, and L-JQD: 6.05, 3.02, and 1.51 g·kg-1, respectively) groups. The NC group was treated with normal saline nasal drops, and the other groups were intranasally inoculated with A/Brisbane/02/2018 (H1N1) [pdm09-like virus (H1N1)] for the modeling of IAV infection. Two hours post-modeling, the NC and IAV groups were administrated with normal saline by gavage, while other groups received corresponding drugs for 7 d. The body mass, survival status, and deaths of mice were recorded daily during the administration of the drugs. On days 3 and 7, the lung index was measured for mice in each group. Pathological changes in the lung tissue were observed via hematoxylin-eosin staining. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was conducted to measure the viral load (IAV-M) and the mRNA levels of Toll-like receptor 7 (TLR7), p38 mitogen-activated protein kinase (p38 MAPK), and nuclear factor-kappa B (NF-κB) in the lung tissue. Western blot was employed to measure the protein levels of p38 MAPK and NF-κB. Enzyme-linked immunosorbent assay was used to quantify serum levels of interleukin-2 (IL-2), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α). ResultsCompared with the NC group, the IAV group showed reduced survival quality and survival days (P<0.01), lung congestion, inflammatory cell infiltration, elevated lung index (P<0.01), increased viral load (P<0.01), upregulated TLR7, p38 MAPK, and NF-κB levels (P<0.05, P<0.01), decreased IL-2 level (P<0.01), and elevated IL-6 and TNF-α levels (P<0.01). Compared with the IAV group, H-JQD prolonged survival days (P<0.05). All JQD groups alleviated pathological changes in the lung tissue and reduced the lung index (P<0.01). M-JQD and H-JQD decreased the viral load (P<0.01). H-JQD downregulated the mRNA levels of TLR7, p38 MAPK, and NF-κB (P<0.05, P<0.01) and the protein levels of p38 MAPK and NF-κB (P<0.01), increased the serum IL-2 level (P<0.01), and lowered the IL-6 and TNF-α levels (P<0.05, P<0.01). M-JQD downregulated the mRNA level of NF-κB (P<0.01) and the protein level of p38 MAPK (P<0.05), elevated the IL-2 level (P<0.01), and lowered the TNF-α level (P<0.01). ConclusionM- and H-JQD can prevent and control IAV infection-induced pneumonia dose-dependently by inhibiting the TLR7/MAPK/NF-κB signaling pathway, increasing IL-2, and reducing excessive secretion of IL-6 and TNF-α.
4.Oral health status and its influencing factors in middle-aged and elderly people aged 50 years old and above in Songjiang District, Shanghai
Chao YANG ; Chunxia YAO ; Tengyue TIAN⁃XU ; Guiling GAO ; Feng JIANG ; Juan XU
Shanghai Journal of Preventive Medicine 2025;37(4):356-360
ObjectiveTo investigate the status of tooth loss in people aged 50 and above, so as to understand their oral health status and provide scientific evidences for promoting oral health of middle-aged and elderly people. MethodsA total of 400 patients who visited the department of stomatology at Sijing Hospital in Songjiang District of Shanghai were performed oral health examinations and their information was collected according to the national epidemiological survey standards for oral health. ResultsThere were statistically significant differences in tooth loss among people aged 50 and above with different ages, educational levels, occupations, types of medical insurance and chronic diseases (P<0.05), but gender and monthly income had no statistically significant correlations with tooth loss (P>0.05). Among lifestyle factors, smoking, alcohol consumption and tea drinking had no statistically significant impacts on the number of remaining teeth (P>0.05), but toothbrushing frequency, flossing frequency, toothpick use frequency, toothbrush replacement frequency, and tooth loosening were statistically associated with the number of remaining teeth (P<0.05). Multiple linear regression analyses indicated that a total of 7 related factors including age, educational level, occupation, medical payment type, chronic disease, tooth loosening and toothpick use frequency were significantly associated with the number level of remaining teeth in individuals aged 50 and above. ConclusionAge, chronic disease, and tooth loosening were influencing factors affecting the number of teeth left in people aged 50 and above. It is recommended to strengthen oral health education and improve healthcare awareness to reduce the risk of tooth loss in people aged 50 and above.
5.Induction of apoptosis in hepatocellular carcinoma cells by polyphyllin 9 through regulating the Fas/FasL sig-naling pathway and the inhibitory effect on the growth of transplanted tumor in nude mice
Minna YAO ; Wei ZHANG ; Kai GAO ; Ruili LI ; Ying YIN ; Chao GUO ; Yunyang LU ; Haifeng TANG ; Jingwen WANG
China Pharmacy 2025;36(18):2238-2243
OBJECTIVE To investigate the induction of apoptosis in hepatocellular carcinoma cells by polyphyllin 9 (PP9) through the regulation of the Fas/Fas ligand (FasL) signaling pathway, and its inhibitory effect on the growth of transplanted tumor in nude mice. METHODS Based on the screening of cell lines and intervention conditions, HepG2 cells were selected as the experimental subject to investigate the effects of 2 μmol/L and 4 μmol/L PP9 treatment on cell colony formation activity, apoptosis rate, as well as the protein expressions of Fas, FasL, cleaved caspase-8 and cleaved caspase-3. Additionally, Fas inhibitor KR- 33493 was introduced to investigate the underlying mechanism of PP9’s anti-hepatocellular carcinoma activity. Using HepG2 cell tumor-bearing nude mice model as the object, and 5-fluorouracil (20 mg/kg) as the positive control, the effects of 10 mg/kg PP9 on tumor volume, tumor mass, and the protein expressions of the nuclear proliferation-associated antigen Ki-67 and cleaved caspase-3 in tumor-bearing nude mice were investigated. RESULTS Compared with the control group, 2, 4 μmol/L PP9 significantly decreased the number of clones and the clone formation rate of cells, but significantly increased the apoptosis rate, the protein expressions of Fas, FasL, cleaved caspase-8 and cleaved caspase-3 (P<0.05 or P<0.01). However, the combination of Fas inhibitor KR-33493 could significantly reverse the effect of PP9 on the up-regulation of proteins related to the Fas/FasL signaling pathway (P<0.01). Compared with the control group, the tumor volume (on day 27), mass and protein expression of Ki- 67 in nude mice of the PP9 group were significantly decreased, while the protein expression of cleaved caspase-3 was significantly increased (P<0.01). CONCLUSIONS PP9 can induce apoptosis of HepG2 cells by activating the Fas/FasL signaling pathway. Meanwhile, PP9 can also effectively inhibit the growth of transplanted tumors in nude mice.
6.Impact of inhaled corticosteroid use on elderly chronic pulmonary disease patients with community acquired pneumonia.
Xiudi HAN ; Hong WANG ; Liang CHEN ; Yimin WANG ; Hui LI ; Fei ZHOU ; Xiqian XING ; Chunxiao ZHANG ; Lijun SUO ; Jinxiang WANG ; Guohua YU ; Guangqiang WANG ; Xuexin YAO ; Hongxia YU ; Lei WANG ; Meng LIU ; Chunxue XUE ; Bo LIU ; Xiaoli ZHU ; Yanli LI ; Ying XIAO ; Xiaojing CUI ; Lijuan LI ; Xuedong LIU ; Bin CAO
Chinese Medical Journal 2024;137(2):241-243
7.The moderating role of estradiol in the relationship between parenting styles and preschool children s behavioral problems
XIA Moyan, YAN Chao, DONG Suhua, TANG Jinhui, LIU Ying, SONG Xingxing, TAO Lan, YAO Rongying
Chinese Journal of School Health 2024;45(1):95-98
Objective:
To explore the moderating role of estradiol in the relationship between parenting styles and preschool children's behavioral problems, so as to provide a theoretical basis for improving the development of human s emotional health development in early life stage.
Methods:
During September to November in 2022, 354 children aged 3-6 years and their parents from two kindergartens in Bengbu City were chosen by using stratified cluster sampling method for the questionnaire survey. The Parenting Style Scale and the Child Behavior Checklist (CBCL) were used to collect information on parenting style and child behavioral problems. Salivary estradiol of children was collected and tested. Independent samples t test was applied to compare the scores of the scale for parental up bringing and children s behavioral problems, and Pearson correlation analysis was conducted to explore the relationship among parental upbringing, estradiol and children s behavioral problems.
Results:
Parents doting, laissez faire, autocratic, and inconsistent parenting styles were positive associated with child behavior problems( r =0.14-0.70); fathers democratic parenting style was negatively associated with child behavior problems( r =-0.14,-0.22,-0.21,-0.17,-0.27,-0.20); mothers democratic parenting styles was negatively correlated with scores on all five dimensions of child behavior problems except the withdrawal dimension ( r =-0.14,-0.12,-0.13,-0.21,-0.12)( P <0.05). Estradiol levels had significant moderating effects on maternal doting parenting style and children s withdrawal ( β =0.68) as well as social problems ( β =-1.00), also moderating laissez faire parenting styles and children s withdrawal problems ( β =0.75)( P <0.05). For children with low levels of estradiol, withdrawal problem scores were negatively associated with mother s doting parenting style and positively associated with laissez faire parenting style, and socialization problem scores were associated with mother s doting parenting style; for children with high levels of estradiol, withdrawal problem scores were positively associated with mother s doting parenting style, and socialization problem scores were associated with mother s doting parenting style ( t=2.84, 6.24, 3.16 , 2.37, 4.49, P <0.05).
Conclusions
Parenting styles are strongly associated with child behavioral problems; estradiol levels play a moderating role in mothers doting, laissez faire parenting styles and children s withdrawal problems and social problems.Parents should adopt more positive parenting styles and focus on the role of estradiol levels in maternal education to reduce the occurrence of behavioral problems in children.
8.Application of alpha-fetoprotein and IL-6 in prognostic prediction of patients with hepatitis B related liver failure
Journal of Public Health and Preventive Medicine 2024;35(3):141-144
Objective To analyze the application value of alpha-fetoprotein (AFP) and interleukin-6 (IL-6) in prognosis prediction of hepatitis B virus (HBV) associated liver failure. Methods A total of 135 patients with HBV-related liver failure who underwent treatment at the Infection Department of the Second People's Hospital of Yibin City from July 2020 to June 2022 were selected as the study subjects (observation group). Additionally, 100 patients who underwent physical examination in the hospital during the same period with normal indicators were selected as the control group. Serum levels of AFP and IL-6 were compared between the two groups. Factors influencing the prognosis of HBV-related liver failure were analyzed. Multiple logistic regression was used to analyze the risk factors affecting the prognosis of HBV-related liver failure patients. Results The levels of serum AFP and IL-6 in the control group were lower than those in the control group, and the difference was statistically significant (P<0.05). The two groups showed statistically significant differences in clinical symptoms such as hepatic encephalopathy, hepatorenal syndrome, ascites, and disease type (P<0.05). Multiple logistic regression analysis showed that the clinical symptoms of hepatic encephalopathy, hepatorenal syndrome, ascites and AFP≥25 μg/L and IL-6>10.0 pg/mL were risk factors affecting the prognosis of HBV-related liver failure. Conclusion Serum AFP and IL-6 can predict the prognosis of patients with HBV-related liver failure, which is worthy of clinical study.
9.Chaihu Guizhi Ganjiang Decoction Improves Non-alcoholic Fatty Liver in Rats Through RIP1/RIP3/MLKL Pathways Inhibiting Necrotic Apoptosis
Yuan LI ; Shuo YAO ; Chao DUAN ; Yan ZENG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(4):988-994
Objective To investigate the therapeutic effect and mechanism of Chaihu Guizhi Ganjiang Decoction on non-alcoholic fatty liver disease(NAFLD)rats.Methods The experiment was conducted in five groups:normal group,model group,low-and high-dose groups of Chinese medicine(Chaihu Guizhi Ganjiang Decoction)and GSK872[receptor interacting protein kinase(RIP)3 inhibitor]group.Except for the normal group,the NAFLD rat model was constructed using high-fat chow feeding method in the remaining groups,respectively.At the end of treatment,hepatocyte apoptosis was observed by terminal transferase uridyl nick end labeling(TUNEL)method,and serum levels of alanine aminotransferase(ALT),aspartate aminotransferase(AST),lipids[total cholesterol(TC),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),high-density lipoprotein cholesterol(HDL-C)],and the levels of inflammatory factors tumor necrosis factor α(TNF-α)and interleukin 1β(IL-1β)in liver tissues were measured by enzyme-linked immunosorbent assay(ELISA);and the levels of phosphorylation of RIP1,RIP3,and mixed lineage kinase structural domain-like protein(MLKL)were detected in liver tissues by Western Blot.Results Compared with the normal group,the apoptotic index of rat hepatocytes in the model group was elevated,ALT and AST in serum were significantly elevated,TC,TG and LDL-C levels were significantly elevated,and HDL-C level was significantly reduced,and the contents of TNF-α and IL-1β as well as the phosphorylated expression levels of RIP1,RIP3 and MLKL were significantly elevated in the liver tissues(P<0.05);compared with the model group,the apoptotic index of hepatocytes in rats in the low-and high-dose groups of Chinese medicine and GSK872 group was reduced,the serum levels of ALT and AST were significantly reduced,the levels of TC,TG and LDL-C were significantly reduced,the level of HDL-C was significantly increased,and the contents of TNF-α and IL-1β and the phosphorylated expressions of RIP1,RIP3 and MLKL in the liver tissues were significantly reduced(P<0.05);there was no significant difference in the above-mentioned indexes between the low-dose and high-dose groups of Chinese medicine and the GSK872 group(P>0.05).Conclusion Chaihu Guizhi Ganjiang Decoction can effectively improve NAFLD in rats,and its mechanism may be related to the inhibition of RIP1/RIP3/MLKL signaling pathway activation,which in turn inhibits necrotic apoptosis.
10.Correlation of KRAS Gene 3'UTR Polymorphisms with Cervical Cancer and Cervical Intraepithelial Neoplasia in Chinese Han Population in Yunnan Province
Ni GUO ; Cheng ZHANG ; Chao HONG ; Weipeng LIU ; Yufeng YAO ; Zhiling YAN
Journal of Kunming Medical University 2024;45(2):14-22
Objective To investigate the correlation between rs712 and rs7973450 located at the 3'UTR region of the KRAS gene and the risk of cervical cancer(CC)and cervical intraepithelial neoplasia(CIN)in Chinese Han population in Yunnan province.Methods A total of 2405 individuals(461 subjects with CIN,961 subjects with CC and 983 healthy controls)were enrolled.The SNPs were genotyped used TaqMan assay and the correlation of these SNPs with CIN and CC was analyzed.Results The A allele of rs7973450 might be a protective factor for the occurrence of CIN(P = 0.004,OR= 0.651,95%CI 0.487~0.871)and CC(P = 7.00×10-4,OR= 0.667,95%CI 0.529~0.844).There was no significant difference in allelic and genotypic distribution of rs712 among CIN,CC and Control groups(P>0.017).The haplotype assay showed thatrs712A-rs7973450G was associated with increased risk of CIN(P = 4.00×10-4;OR= 1.714,95%CI 1.269~2.314)and CC(P = 3.84×10-5,OR= 1.667,95%CI 1.305~2.131).While haplotype rs712A-rs7973450A was associated with a lower risk of CC(P = 0.012,OR= 0.790,95%CI 0.658~0.950).Conclusion The A allele of rs7973450 in 3'UTR of KRAS gene might be the protective factor for the occurrence of CIN and CC in a Chinese Han population in Yunnan province.


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