1.Integrating Single-cell RNA Sequencing and Mendelian Randomization Reveals the Pathogenic Mechanism of Eomes in Renal Cell Carcinoma
Xin-cen WANG ; Hai-xia HUANG ; Xin-hao WANG ; Zhi-fei CHE ; Pei-yu LIANG
Progress in Modern Biomedicine 2025;25(15):2421-2430
Objective:This study employs a combination of single-cell sequencing and Mendelian randomization to explore the genetic associations and molecular mechanisms of Eomes in RCC.Methods:In this study,single-cell transcriptomic data from RCC tissues and adjacent normal tissues were extracted from the GEO database.The data were analyzed using R language and various packages such as Seurat,limma,and CellChat for cell cluster annotation,intercellular communication analysis,and differential expression analysis.Additionally,eQTL data related to differentially expressed genes were retrieved from the GWAS database as exposure variables,with RCC used as the outcome variable in Mendelian randomization analysis to identify the role of Eomes in RCC.Finally,GO functional enrichment and KEGG pathway analyses were conducted to explore the potential molecular mechanisms of Eomes.Results:Single-cell RNA sequencing revealed that B cells play a significant role in the heterogeneity of RCC.Mendelian randomization analysis indicated that Eomes is an important risk factor for RCC(P<0.05).Furthermore,seven highly correlated specific SNPs were identified,including rs 17021298,rs2247056,rs2617170,rs3806624,rs55908509,rs6590334,and rs9420589.GO and KEGG enrichment analyses suggest that Eomes may be involved in early cell fate determination in renal cell carcinoma and participate in the regulation of Th1 and Th2 cell differentiation,HPV infection,and the Notch signaling pathway.Conclusions:This study is the first to combine single-cell sequencing and Mendelian randomization analysis in RCC,confirming a strong positive causal relationship between Eomes and RCC(OR>1).Our findings offer new insights into the pathogenesis of RCC,suggesting that Eomes could serve as a novel target for early diagnosis and personalized treatment of RCC.
2.Construction of CD8+T cell-associated Risk Model in Hepatocellular Carcinoma Based on Bulk and Single-cell RNA-seq Data
Xin-Tong ZHANG ; Jian-Jun ZHU ; Jin WU ; Hao WU ; Fan LU ; Wen-Tao ZHANG ; Jing-Jia CHANG ; Ting TANG ; Zhi-Gao OU ; Feng-Feng JIA ; Li LI ; Peng-Fei YU ; Ming LIU
Chinese Journal of Biochemistry and Molecular Biology 2025;41(10):1511-1528
Hepatocellular carcinoma(HCC),which is essentially primary liver cancer,is closely related to CD8+T cell immune infiltration and immune suppression.We constructed a CD8+T cells related risk score model to pre-dict the prognosis of HCC patients and provided therapeutic guidance based on the risk score.Using integrated bulk RNA sequencing(RNA-seq)and single-cell RNA sequencing(scRNA-seq)datasets,we identified stable CD8+T cell signatures.Based on these signatures,a 3-gene risk score model,comprised of KLRB1,RGS2,and TN-FRSF1B was constructed.The risk score model was well validated through an independent external validation co-hort.We divided patients into high-risk and low-risk groups according to the risk score and compared the differ-ences in immune microenvironment between these two groups.Compared with low-risk patients,high-risk patients have higher M2-type macrophage content(P<0.0001)and lower CD8+T cells infiltration(P<0.0001).High-risk patients predict worse response to immunotherapy treatment than low-risk patients(P<0.01).Drug sensitivity a-nalysis shows that PI3K-β inhibitor AZD6482 and TGFβRII inhibitor SB505124 may be suitable therapies for high-risk patients,while the IGF-1R inhibitor BMS-754807 or the novel pyrimidine-based anti-tumor metabolic drug Gemcitabine could be potential therapeutic choices for low-risk patients.Moreover,expression of these 3-gene mod-el was verified by immunohistochemistry.In summary,the establishment and validation of a CD8+T cell-derived risk model can more accurately predict the prognosis of HCC patients and guide the construction of personalized treatment plans.
3.Construction of CD8+T cell-associated Risk Model in Hepatocellular Carcinoma Based on Bulk and Single-cell RNA-seq Data
Xin-Tong ZHANG ; Jian-Jun ZHU ; Jin WU ; Hao WU ; Fan LU ; Wen-Tao ZHANG ; Jing-Jia CHANG ; Ting TANG ; Zhi-Gao OU ; Feng-Feng JIA ; Li LI ; Peng-Fei YU ; Ming LIU
Chinese Journal of Biochemistry and Molecular Biology 2025;41(10):1511-1528
Hepatocellular carcinoma(HCC),which is essentially primary liver cancer,is closely related to CD8+T cell immune infiltration and immune suppression.We constructed a CD8+T cells related risk score model to pre-dict the prognosis of HCC patients and provided therapeutic guidance based on the risk score.Using integrated bulk RNA sequencing(RNA-seq)and single-cell RNA sequencing(scRNA-seq)datasets,we identified stable CD8+T cell signatures.Based on these signatures,a 3-gene risk score model,comprised of KLRB1,RGS2,and TN-FRSF1B was constructed.The risk score model was well validated through an independent external validation co-hort.We divided patients into high-risk and low-risk groups according to the risk score and compared the differ-ences in immune microenvironment between these two groups.Compared with low-risk patients,high-risk patients have higher M2-type macrophage content(P<0.0001)and lower CD8+T cells infiltration(P<0.0001).High-risk patients predict worse response to immunotherapy treatment than low-risk patients(P<0.01).Drug sensitivity a-nalysis shows that PI3K-β inhibitor AZD6482 and TGFβRII inhibitor SB505124 may be suitable therapies for high-risk patients,while the IGF-1R inhibitor BMS-754807 or the novel pyrimidine-based anti-tumor metabolic drug Gemcitabine could be potential therapeutic choices for low-risk patients.Moreover,expression of these 3-gene mod-el was verified by immunohistochemistry.In summary,the establishment and validation of a CD8+T cell-derived risk model can more accurately predict the prognosis of HCC patients and guide the construction of personalized treatment plans.
4.Mechanistic studies on the involvement of trimethylamine oxide in the pathogenesis of chronic spontaneous urticaria
Huiyang TANG ; Zhi YANG ; Xi YANG ; Zhengqiu YAO ; Fei HAO ; Bangtao CHEN
Chinese Journal of Dermatology 2025;58(6):515-522
Objective:To investigate the possible mechanisms underlying the involvement of the gut microbiota metabolite trimethylamine oxide (TMAO) in the pathogenesis of chronic spontaneous urticaria (CSU) .Methods:From June 2023 to June 2024, 67 CSU patients were enrolled from the Dermatology and Cosmetic Center, the Third Affiliated Hospital of Chongqing Medical University, and 69 age-matched healthy controls were also collected at the same time. Serum TMAO levels in both groups were measured using enzyme-linked immunosorbent assay (ELISA) , and D-dimer levels were collected from the CSU patients. A degranulation model was established in rat basophilic leukemia RBL-2H3 cells using anti-DNP IgE/DNP-BSA (IgE/Ag group) ; these cells were additionally grouped to be treated with different concentrations of TMAO (IgE/Ag+10 μmol/L TMAO group, IgE/Ag + 50 μmol/L TMAO group, IgE/Ag + 100 μmol/L TMAO group) ; untreated RBL-2H3 cells served as a blank control group. To investigate the effect of the extracellular signal-regulated kinase (ERK) phosphorylation inhibitor U0126 on the action of TMAO, RBL-2H3 cells were divided into another 5 groups: blank group, IgE/Ag group, IgE/Ag + 1 μmol/L U0126 group, IgE/Ag + 100 μmol/L TMAO group, and IgE/Ag + 100 μmol/L TMAO + 1 μmol/L U0126 group. In vivo, a localized allergic reaction model was established in the ears of C57BL/6 mice using anti-DNP IgE/DNP-BSA (IgE/Ag group) , and additional groups included blank group, IgE group, IgE/Ag + solvent (DMSO) group, and IgE/Ag + 10 μg/μl TMAO group. ELISA was performed to detect levels of inflammatory mediators in cell culture supernatants and mouse serum. Toluidine blue staining was employed to observe mast cell degranulation in the cell experiment and mouse ear tissue samples, Evans blue staining to assess vascular permeability in mouse ear tissue samples, and Western blot analysis to detect the ERK phosphorylation levels. The t test was used for comparisons between two groups, and one-way analysis of variance for multiple comparisons. Results:Serum TMAO levels were significantly higher in the 67 CSU patients than in the 69 healthy controls ( t = 13.27, P < 0.001) . Among the 32 CSU patients with available data about D-dimer, serum TMAO levels were positively correlated with D-dimer levels ( r = 0.62, P < 0.001) . In RBL-2H3 cell experiments, degranulation rates were significantly higher in the IgE/Ag + 10, 50, and 100 μmol/L TMAO groups than in the IgE/Ag group; morphologically, RBL-2H3 cells treated with 10, 50, and 100 μmol/L TMAO became increasingly rounded; 50 and 100 μmol/L TMAO significantly promoted the production of β-hexosaminidase (β-Hex) , interleukin-6 (IL-6) , and tumor necrosis factor-α (TNF-α) (all P < 0.01) , and upregulated ERK phosphorylation levels ( P < 0.01) ; the levels of ERK phosphorylation, IL-6, TNF-α, and β-Hex were significantly lower in the IgE/Ag + U0126 group than in the IgE/Ag group, as well as lower in the IgE/Ag + TMAO + U0126 group than in the IgE/Ag + TMAO group (all P < 0.001) . In the mouse model of localized allergic reaction, the IgE/Ag + TMAO group showed increased vascular permeability, edema degree, and mast cell degranulation, as well as significantly elevated ERK phosphorylation levels and TNF-α expression in mouse ear tissues compared with the IgE/Ag + DMSO group (both P < 0.05) . Conclusion:Elevated serum TMAO may participate in the pathogenesis of CSU by upregulating ERK phosphorylation levels in mast cells and skin tissues, thereby promoting IgE/Ag-mediated degranulation of effector cells and production of inflammatory mediators.
5.Impact of high-risk cytogenetic abnormalities on the efficacy of allogeneic hematopoietic stem cell transplantation with post-transplantation Cyclophosphamide in pediatric patients with acute myeloid leukemia
Fei LONG ; Zhi CHEN ; Li YANG ; Zhuo WANG ; Yan CHEN ; Yu DU ; Wenjie LU ; Ming SUN ; Shanshan QI ; Hao XIONG
Chinese Journal of Applied Clinical Pediatrics 2025;40(12):939-945
Objective:To explore the influence of initial high-risk cytogenetic abnormalities on the outcomes of children with acute myeloid leukemia (AML) after post-transplant Cyclophosphamide (PTCy)-based allogeneic hematopoietic stem cell transplantation (allo-HSCT).Methods:A retrospective cohort study.AML children who underwent PTCy-based allo-HSCT after the first complete remission at Wuhan Children′s Hospital, Tongji Medical College, Huazhong University of Science and Technology between April 2017 and April 2024 were enrolled.Patients were divided into intermediate-risk and high-risk groups based on their initial cytogenetic features.These patients were further divided into complex karyotype, 11q23 rearrangement, and other karyotype groups.Clinical characteristics and survival outcomes were compared among these groups.Measurement and count data were analyzed using Wilcoxon rank-sum/Kruskal-Wallis and χ2 tests, respectively.Survival and risk factor analyses were performed using Kaplan-Meier and Cox proportional hazards methods, respectively. Results:A total of 51 AML children who underwent allo-HSCT were included in this study.The median age at transplantation was 3.2 years and the median follow-up time was 4.6 years.There were 26 cases in the intermediate-risk group and 25 cases in the high-risk group; 8 cases in the complex karyotype group, 14 cases in the 11q23 rearrangement group, and 29 cases in the other karyotype groups.By the end of the follow-up on November 30, 2024, 11 patients relapsed, 8 patients died, and 13 patients developed grades Ⅱ-Ⅳ acute graft-versus-host disease (GVHD).The 3-year overall survival (OS), relapse-free survival (RFS), and grades Ⅱ-Ⅳ acute GVHD-free and relapse-free survival (GRFS) were 84.0% (95% CI: 74.4%-94.8%), 74.5% (95% CI: 63.4%-87.5%), and 58.8% (95% CI: 46.7%-74.0%), respectively.The 3-year OS of the high-risk group was significantly lower than that of the intermediate-risk group (71.8% vs.96.2%, P=0.022), while differences in 3-year RFS and GRFS between the 2 groups were not statistically significant (68.0% vs.80.8%, P=0.400; 52.0% vs.65.4%, P=0.420).The 3-year OS, RFS and GRFS of the complex karyotype group were significantly lower than those of 11q23 rearrangement and other karyotype groups (50.0% vs.85.7%, 93.1%, P=0.009; 37.5% vs.85.7%, 79.3%, P=0.022; 25.0% vs.64.3%, 65.5%, P=0.049).Multivariate analysis showed that a complex karyotype was an independent prognostic factor affecting 3-year OS and GRFS [OS: HR=6.79 (95% CI: 1.13-43.80), P=0.044; GRFS: HR=3.72(95% CI: 1.13-12.20), P=0.030]. Conclusions:High-risk cytogenetic features are significant predictors of survival outcomes in pediatric AML patients undergoing PTCy-based allo-HSCT.
6.Associations of Genetic Risk and Physical Activity with Incident Chronic Obstructive Pulmonary Disease: A Large Prospective Cohort Study.
Jin YANG ; Xiao Lin WANG ; Wen Fang ZHONG ; Jian GAO ; Huan CHEN ; Pei Liang CHEN ; Qing Mei HUANG ; Yi Xin ZHANG ; Fang Fei YOU ; Chuan LI ; Wei Qi SONG ; Dong SHEN ; Jiao Jiao REN ; Dan LIU ; Zhi Hao LI ; Chen MAO
Biomedical and Environmental Sciences 2025;38(10):1194-1204
OBJECTIVE:
To investigate the relationship between physical activity and genetic risk and their combined effects on the risk of developing chronic obstructive pulmonary disease.
METHODS:
This prospective cohort study included 318,085 biobank participants from the UK. Physical activity was assessed using the short form of the International Physical Activity Questionnaire. The participants were stratified into low-, intermediate-, and high-genetic-risk groups based on their polygenic risk scores. Multivariate Cox regression models and multiplicative interaction analyses were used.
RESULTS:
During a median follow-up period of 13 years, 9,209 participants were diagnosed with chronic obstructive pulmonary disease. For low genetic risk, compared to low physical activity, the hazard ratios ( HRs) for moderate and high physical activity were 0.853 (95% confidence interval [ CI]: 0.748-0.972) and 0.831 (95% CI: 0.727-0.950), respectively. For intermediate genetic risk, the HRs were 0.829 (95% CI: 0.758-0.905) and 0.835 (95% CI: 0.764-0.914), respectively. For participants with high genetic risk, the HRs were 0.809 (95% CI: 0.746-0.877) and 0.818 (95% CI: 0.754-0.888), respectively. A significant interaction was observed between genetic risk and physical activity.
CONCLUSION
Moderate or high levels of physical activity were associated with a lower risk of developing chronic obstructive pulmonary disease across all genetic risk groups, highlighting the need to tailor activity interventions for genetically susceptible individuals.
Humans
;
Pulmonary Disease, Chronic Obstructive/epidemiology*
;
Exercise
;
Male
;
Female
;
Middle Aged
;
Prospective Studies
;
Aged
;
Genetic Predisposition to Disease
;
Risk Factors
;
United Kingdom/epidemiology*
;
Incidence
;
Adult
7.Mechanistic studies on the involvement of trimethylamine oxide in the pathogenesis of chronic spontaneous urticaria
Huiyang TANG ; Zhi YANG ; Xi YANG ; Zhengqiu YAO ; Fei HAO ; Bangtao CHEN
Chinese Journal of Dermatology 2025;58(6):515-522
Objective:To investigate the possible mechanisms underlying the involvement of the gut microbiota metabolite trimethylamine oxide (TMAO) in the pathogenesis of chronic spontaneous urticaria (CSU) .Methods:From June 2023 to June 2024, 67 CSU patients were enrolled from the Dermatology and Cosmetic Center, the Third Affiliated Hospital of Chongqing Medical University, and 69 age-matched healthy controls were also collected at the same time. Serum TMAO levels in both groups were measured using enzyme-linked immunosorbent assay (ELISA) , and D-dimer levels were collected from the CSU patients. A degranulation model was established in rat basophilic leukemia RBL-2H3 cells using anti-DNP IgE/DNP-BSA (IgE/Ag group) ; these cells were additionally grouped to be treated with different concentrations of TMAO (IgE/Ag+10 μmol/L TMAO group, IgE/Ag + 50 μmol/L TMAO group, IgE/Ag + 100 μmol/L TMAO group) ; untreated RBL-2H3 cells served as a blank control group. To investigate the effect of the extracellular signal-regulated kinase (ERK) phosphorylation inhibitor U0126 on the action of TMAO, RBL-2H3 cells were divided into another 5 groups: blank group, IgE/Ag group, IgE/Ag + 1 μmol/L U0126 group, IgE/Ag + 100 μmol/L TMAO group, and IgE/Ag + 100 μmol/L TMAO + 1 μmol/L U0126 group. In vivo, a localized allergic reaction model was established in the ears of C57BL/6 mice using anti-DNP IgE/DNP-BSA (IgE/Ag group) , and additional groups included blank group, IgE group, IgE/Ag + solvent (DMSO) group, and IgE/Ag + 10 μg/μl TMAO group. ELISA was performed to detect levels of inflammatory mediators in cell culture supernatants and mouse serum. Toluidine blue staining was employed to observe mast cell degranulation in the cell experiment and mouse ear tissue samples, Evans blue staining to assess vascular permeability in mouse ear tissue samples, and Western blot analysis to detect the ERK phosphorylation levels. The t test was used for comparisons between two groups, and one-way analysis of variance for multiple comparisons. Results:Serum TMAO levels were significantly higher in the 67 CSU patients than in the 69 healthy controls ( t = 13.27, P < 0.001) . Among the 32 CSU patients with available data about D-dimer, serum TMAO levels were positively correlated with D-dimer levels ( r = 0.62, P < 0.001) . In RBL-2H3 cell experiments, degranulation rates were significantly higher in the IgE/Ag + 10, 50, and 100 μmol/L TMAO groups than in the IgE/Ag group; morphologically, RBL-2H3 cells treated with 10, 50, and 100 μmol/L TMAO became increasingly rounded; 50 and 100 μmol/L TMAO significantly promoted the production of β-hexosaminidase (β-Hex) , interleukin-6 (IL-6) , and tumor necrosis factor-α (TNF-α) (all P < 0.01) , and upregulated ERK phosphorylation levels ( P < 0.01) ; the levels of ERK phosphorylation, IL-6, TNF-α, and β-Hex were significantly lower in the IgE/Ag + U0126 group than in the IgE/Ag group, as well as lower in the IgE/Ag + TMAO + U0126 group than in the IgE/Ag + TMAO group (all P < 0.001) . In the mouse model of localized allergic reaction, the IgE/Ag + TMAO group showed increased vascular permeability, edema degree, and mast cell degranulation, as well as significantly elevated ERK phosphorylation levels and TNF-α expression in mouse ear tissues compared with the IgE/Ag + DMSO group (both P < 0.05) . Conclusion:Elevated serum TMAO may participate in the pathogenesis of CSU by upregulating ERK phosphorylation levels in mast cells and skin tissues, thereby promoting IgE/Ag-mediated degranulation of effector cells and production of inflammatory mediators.
8.Brain removal through a fenestration on the external occipital protuberance
Tao YANG ; Zhi-hao WU ; Bing-zhi LIU ; Shuang-fei YU ; Hui-ting LAN ; Zhuan GAO ; Yu-ying LANG ; Jing LI
Journal of Regional Anatomy and Operative Surgery 2025;34(2):166-167
Objective A new occipital bone removal technology was applied to improve the success rate of brain removal.Methods The skull was sawed based on the traditional brain removal technology,and part of the occipital bone was removed downward centered in external occipital protuberance to the foramen magnum,then exposed the telencephalon,cerebellum and posterior medulla oblongata.After that,removed the tentorium cerebelli and cut down the medulla oblongata and the related cranial nerves at the skull base,then removed the brain tissues.Results The removed brain tissues had structurally intact telencephalon,cerebellum and brain stem,clear vessels in the cerebral sulci,and relatively intact optic chiasm,olfactory tracts and vertebro-basilar arteries.Conclusion Brain removal through a fenestration on the external occipital protuberance can effectively preserve the integrity of brain specimens,and improve the success rate of brain removal,which is of great significance for central nervous system teaching and improvement of human brain tissue repositories.
9.Integrating Single-cell RNA Sequencing and Mendelian Randomization Reveals the Pathogenic Mechanism of Eomes in Renal Cell Carcinoma
Xin-cen WANG ; Hai-xia HUANG ; Xin-hao WANG ; Zhi-fei CHE ; Pei-yu LIANG
Progress in Modern Biomedicine 2025;25(15):2421-2430
Objective:This study employs a combination of single-cell sequencing and Mendelian randomization to explore the genetic associations and molecular mechanisms of Eomes in RCC.Methods:In this study,single-cell transcriptomic data from RCC tissues and adjacent normal tissues were extracted from the GEO database.The data were analyzed using R language and various packages such as Seurat,limma,and CellChat for cell cluster annotation,intercellular communication analysis,and differential expression analysis.Additionally,eQTL data related to differentially expressed genes were retrieved from the GWAS database as exposure variables,with RCC used as the outcome variable in Mendelian randomization analysis to identify the role of Eomes in RCC.Finally,GO functional enrichment and KEGG pathway analyses were conducted to explore the potential molecular mechanisms of Eomes.Results:Single-cell RNA sequencing revealed that B cells play a significant role in the heterogeneity of RCC.Mendelian randomization analysis indicated that Eomes is an important risk factor for RCC(P<0.05).Furthermore,seven highly correlated specific SNPs were identified,including rs 17021298,rs2247056,rs2617170,rs3806624,rs55908509,rs6590334,and rs9420589.GO and KEGG enrichment analyses suggest that Eomes may be involved in early cell fate determination in renal cell carcinoma and participate in the regulation of Th1 and Th2 cell differentiation,HPV infection,and the Notch signaling pathway.Conclusions:This study is the first to combine single-cell sequencing and Mendelian randomization analysis in RCC,confirming a strong positive causal relationship between Eomes and RCC(OR>1).Our findings offer new insights into the pathogenesis of RCC,suggesting that Eomes could serve as a novel target for early diagnosis and personalized treatment of RCC.
10.Brain removal through a fenestration on the external occipital protuberance
Tao YANG ; Zhi-hao WU ; Bing-zhi LIU ; Shuang-fei YU ; Hui-ting LAN ; Zhuan GAO ; Yu-ying LANG ; Jing LI
Journal of Regional Anatomy and Operative Surgery 2025;34(2):166-167
Objective A new occipital bone removal technology was applied to improve the success rate of brain removal.Methods The skull was sawed based on the traditional brain removal technology,and part of the occipital bone was removed downward centered in external occipital protuberance to the foramen magnum,then exposed the telencephalon,cerebellum and posterior medulla oblongata.After that,removed the tentorium cerebelli and cut down the medulla oblongata and the related cranial nerves at the skull base,then removed the brain tissues.Results The removed brain tissues had structurally intact telencephalon,cerebellum and brain stem,clear vessels in the cerebral sulci,and relatively intact optic chiasm,olfactory tracts and vertebro-basilar arteries.Conclusion Brain removal through a fenestration on the external occipital protuberance can effectively preserve the integrity of brain specimens,and improve the success rate of brain removal,which is of great significance for central nervous system teaching and improvement of human brain tissue repositories.

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