1.Analysis of risk factors for fever with thrombocytopenia syndrome-associated encephalitis
Jinqiu RAN ; Yuxin CHEN ; Chao WU
Chinese Journal of Clinical Laboratory Science 2025;43(8):596-601
Objective To analyze the risk factors for severe fever with thrombocytopenia syndrome(SFTS)-associated encephalitis and the risk factors for mortality in patients with SFTS-associated encephalitis.Methods The general data and laboratory indicators of 266 SFTS patients hospitalized at Nanjing Drum Tower Hospital from October 2010 to October 2022 were retrospectively collected.Logistic regression was used to analyze the risk factors for the occurrence of encephalitis in SFTS patients and the risk factors for the death of SFTS-related encephalitis patients,and a nomogram graph model was constructed to predict the risk of encephalitis in SFTS patients based on the results of multifactorial logistic regression analysis.Results Among the 266 SFTS patients included,84(31.6%)devel-oped encephalitis.Logistic regression analysis of general data and laboratory indicators indicated that age,gamma-glutamyl γ-transpep-tidase(GGT),and low levels of platelets(PLT)were the independent risk factors for the occurrence of encephalitis in SFTS patients.Among the 84 SFTS patients with encephalitis,47 cases(56.0%)died.Logistic regression analysis showed that activated partial thromboplastin time(APTT)was the independent risk factors for mortality in SFTS-related encephalitis patients.A nomogram model for predicting the occurrence of encephalitis in SFTS patients was constructed based on the above three independent risk factors.The area under the ROC curve(AUCROC)for the training and validation sets under the model was 0.755 and 0.778,respectively,suggesting good predictive performance.Conclusion Age,GGT,and low PLT levels were the independent risk factors for the occurrence of en-cephalitis in SFTS patients,and APTT was the independent risk factors for mortality in SFTS-related encephalitis patients.The nomo-gram model constructed based on the independent risk factors for the occurrence of encephalitis in the patients with SFTS demonstrated high predictive efficacy.
2.Single-cell sequencing reveals functional changes of dendritic cells in hepatitis B patients
Shixing CHEN ; Shengxia YIN ; Wanying ZHANG ; Juntao MA ; Hui CHEN ; Yijia ZHU ; Jinqiu RAN ; Yuxin CHEN ; Chao WU
Chinese Journal of Clinical Laboratory Science 2025;43(9):680-688
Objective To investigate the functional changes of dendritic cells(DCs)in patients at different stages of hepatitis B virus(HBV)infection and analyze the mechanisms underlying DC dysfunction.Methods Single-cell RNA sequencing dataset GSE182159 was downloaded from the GEO database and classified into healthy control(HC),immune active(IA),and immune tolerant(IT)groups based on infection stage.Peripheral blood samples were collected from 7 IA patients,7 IT patients,and 12 healthy controls.Flow cytometry was used to isolate classical dendritic cells(cDC)and plasmacytoid dendritic cells(pDC).The expression levels of transcription factors in cDC and pDC were measured by quantitative real-time PCR(qRT-PCR).Bioinformatics analyses were per-formed using R and Python package.Results The proportions of DCs in IA and IT groups were higher than that in HC group.Func-tional enrichment analysis revealed that the differentially expressed genes(DEGs)of cDCs in the IA group were primarily enriched for the processes,such as inflammatory response,MHC classⅡantigen processing and presentation,cell migration,signal transduction,metabolism,and immune response.In contrast the IT group exhibited lower enrichment intensity and a significant reduction in interfer-on responses.The DEGs of pDC in the IA group were enriched in the processes of MHC-Ⅱantigen presentation,Fc receptor signal transduction,and metabolism,whereas those in the IT group were showed enrichment only in Fc receptor signal transduction and me-tabolism with a lower intensity.Both groups exhibited reduced synthesis of typesⅠandⅡinterferons in pDC,with the IT group showing a more pronounced downregulation.Cell-cell communication analysis demonstrated enhanced interactions between myeloid cells(except pDC)and T cells in the IA group,whereas the interactions between cDC/pDC and T cells in the IT group were reduced.Transcription factor analysis revealed that STAT2,STAT3,IRF1,and IRF5 were highly expressed in the IA group but their expression exhibited low-er expression levels in the IT group.In contrast,BHLHE40 was broadly upregulated in both cDC and pDC subsets within the IT group.The qRT-PCR results were consistent with the findings from the single-cell transcription factor analysis.Conclusion The IT phase of hepatitis B infection represents a critical period for cDC dysfunction,characterized by significant suppression of MHCⅡantigen presen-tation,metabolism,and interferon responsiveness.The functional impairment of pDC precedes that of cDC,as evidenced by a marked downregulation of interferon synthesis capacity observed during the IA phase.
3.Analysis of risk factors for fever with thrombocytopenia syndrome-associated encephalitis
Jinqiu RAN ; Yuxin CHEN ; Chao WU
Chinese Journal of Clinical Laboratory Science 2025;43(8):596-601
Objective To analyze the risk factors for severe fever with thrombocytopenia syndrome(SFTS)-associated encephalitis and the risk factors for mortality in patients with SFTS-associated encephalitis.Methods The general data and laboratory indicators of 266 SFTS patients hospitalized at Nanjing Drum Tower Hospital from October 2010 to October 2022 were retrospectively collected.Logistic regression was used to analyze the risk factors for the occurrence of encephalitis in SFTS patients and the risk factors for the death of SFTS-related encephalitis patients,and a nomogram graph model was constructed to predict the risk of encephalitis in SFTS patients based on the results of multifactorial logistic regression analysis.Results Among the 266 SFTS patients included,84(31.6%)devel-oped encephalitis.Logistic regression analysis of general data and laboratory indicators indicated that age,gamma-glutamyl γ-transpep-tidase(GGT),and low levels of platelets(PLT)were the independent risk factors for the occurrence of encephalitis in SFTS patients.Among the 84 SFTS patients with encephalitis,47 cases(56.0%)died.Logistic regression analysis showed that activated partial thromboplastin time(APTT)was the independent risk factors for mortality in SFTS-related encephalitis patients.A nomogram model for predicting the occurrence of encephalitis in SFTS patients was constructed based on the above three independent risk factors.The area under the ROC curve(AUCROC)for the training and validation sets under the model was 0.755 and 0.778,respectively,suggesting good predictive performance.Conclusion Age,GGT,and low PLT levels were the independent risk factors for the occurrence of en-cephalitis in SFTS patients,and APTT was the independent risk factors for mortality in SFTS-related encephalitis patients.The nomo-gram model constructed based on the independent risk factors for the occurrence of encephalitis in the patients with SFTS demonstrated high predictive efficacy.
4.Single-cell sequencing reveals functional changes of dendritic cells in hepatitis B patients
Shixing CHEN ; Shengxia YIN ; Wanying ZHANG ; Juntao MA ; Hui CHEN ; Yijia ZHU ; Jinqiu RAN ; Yuxin CHEN ; Chao WU
Chinese Journal of Clinical Laboratory Science 2025;43(9):680-688
Objective To investigate the functional changes of dendritic cells(DCs)in patients at different stages of hepatitis B virus(HBV)infection and analyze the mechanisms underlying DC dysfunction.Methods Single-cell RNA sequencing dataset GSE182159 was downloaded from the GEO database and classified into healthy control(HC),immune active(IA),and immune tolerant(IT)groups based on infection stage.Peripheral blood samples were collected from 7 IA patients,7 IT patients,and 12 healthy controls.Flow cytometry was used to isolate classical dendritic cells(cDC)and plasmacytoid dendritic cells(pDC).The expression levels of transcription factors in cDC and pDC were measured by quantitative real-time PCR(qRT-PCR).Bioinformatics analyses were per-formed using R and Python package.Results The proportions of DCs in IA and IT groups were higher than that in HC group.Func-tional enrichment analysis revealed that the differentially expressed genes(DEGs)of cDCs in the IA group were primarily enriched for the processes,such as inflammatory response,MHC classⅡantigen processing and presentation,cell migration,signal transduction,metabolism,and immune response.In contrast the IT group exhibited lower enrichment intensity and a significant reduction in interfer-on responses.The DEGs of pDC in the IA group were enriched in the processes of MHC-Ⅱantigen presentation,Fc receptor signal transduction,and metabolism,whereas those in the IT group were showed enrichment only in Fc receptor signal transduction and me-tabolism with a lower intensity.Both groups exhibited reduced synthesis of typesⅠandⅡinterferons in pDC,with the IT group showing a more pronounced downregulation.Cell-cell communication analysis demonstrated enhanced interactions between myeloid cells(except pDC)and T cells in the IA group,whereas the interactions between cDC/pDC and T cells in the IT group were reduced.Transcription factor analysis revealed that STAT2,STAT3,IRF1,and IRF5 were highly expressed in the IA group but their expression exhibited low-er expression levels in the IT group.In contrast,BHLHE40 was broadly upregulated in both cDC and pDC subsets within the IT group.The qRT-PCR results were consistent with the findings from the single-cell transcription factor analysis.Conclusion The IT phase of hepatitis B infection represents a critical period for cDC dysfunction,characterized by significant suppression of MHCⅡantigen presen-tation,metabolism,and interferon responsiveness.The functional impairment of pDC precedes that of cDC,as evidenced by a marked downregulation of interferon synthesis capacity observed during the IA phase.

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