1.Association between residual cholesterol and metabolic associated fatty liver disease risk at different tri-glyceride levels
Lili SU ; Nuo LI ; Wei FANG ; Menghua CHEN ; Sina QIN ; Yegui YANG
The Journal of Practical Medicine 2025;41(17):2676-2682
Objective This study aims to investigate the association between remnant cholesterol(RC)and the risk of metabolic-associated fatty liver disease(MAFLD)under the optimal triglyceride(TG)levels recom-mended by different guidelines.Methods The data were derived from the annual physical examinations of elderly people aged 65 and above in a community in 2023.Regression analysis was used to evaluate the association between RC and MAFLD risk.According to the TG normal level(<1.7 mmol/L)recommended by the Chinese Lipid Management Consensus and the TG ideal target(<1.2 mmol/L)proposed by the European Atherosclerosis Society,the individuals were divided into subgroups with different TG levels to explore the association between RC and MAFLD risk in each subgroup.Results A total of 2,800 elderly individuals aged 65 and above were included in this study.The proportion of the individuals meeting the diagnostic criteria for MAFLD was 20.85%,and RC was identified as an independent risk factor for MAFLD(P<0.001).In the elderly individuals with TG<1.7 mmol/L,RC level was not significantly associated with MAFLD risk(P=0.888).In contrast,in the elderly individuals with TG≥1.7 mmol/L,RC level was significantly and positively correlated with MAFLD risk(P<0.001).Interaction tests revealed no significant interaction between the stratification factor and the effect size of RC(P=0.115).In the elderly individuals with TG<1.2 mmol/L,RC level was not associated with MAFLD risk(P=0.505),while in the elderly individuals with TG≥1.2 mmol/L,RC level was significantly associated with MAFLD risk(P<0.001).Interaction tests showed a significant interaction between the stratification factor and the effect size of RC(P=0.011).Conclusion RC is an independent risk factor for MAFLD in older individuals.To reduce the risk of MAFLD related to RC in the elderly,a triglyceride level of<1.2 mmol/L can serve as a reference for identifying early-stage risk.
2.Study on the effect of Bian-stone-based herbal heat therapy on gastrointestinal reactions during the precon-ditioning period of hematopoietic stem cell transplantation patients
Binlian YAO ; Min XU ; Xiaopei MAO ; Min PENG ; Rui ZHU ; Xiaolan ZHANG ; Menghua YE ; Danhua YANG
Chinese Journal of Nursing 2025;60(12):1420-1426
Objective Exploring the effect of Bian-stone-based herbal heat therapy on herbal heat ironing in gastrointestinal reactions during the preconditioning period of hematopoietic stem cell transplantation patients.Methods Convenience sampling method was used to select 68 cases of hematopoietic stem cell transplantation patients who attended the hematology department of a tertiary-level Chinese medicine hospital in Hangzhou from October 2023 to April 2024 as the study subjects,and the SPSS 26.0 statistical software was used to generate a random number for grouping into an experimental and a control group,with 34 cases in each group.On the basis of intravenous antiemetic medication and routine,the experimental group implemented the Bian-stone-based herbal heat therapy on the basis of intravenous antiemetic medication and conventional nursing care.In the control group,intravenous antiemetic drugs and routine care were used,and the intervention duration of both groups was 14 d,of which 7 d was a course of treatment,with a total of 2 courses of treatment.The incidence of gastroin-testinal reactions,Gastrointestinal Symptom Rating Scale(GSRS)score,Pepsin Ⅰ(PG Ⅰ),Pepsin Ⅱ(PG Ⅱ),and the ratio of PG Ⅰ to PG Ⅱ(PGR)before and after the intervention were compared between the 2 groups.Results The final sample of 66 cases was collected in this study,and 1 patient was dislodged from each of the control group and the experimental group.The comparison of the incidence of gastrointestinal reactions between the 2 groups within 14 days showed that the incidences of nausea,vomiting,abdominal distension,and diarrhea were lower in the experimental group than those in the control group(P<0.05).GSRS scores on days 1,8,and 14 of intervention were compared,and there were effects between groups in both groups(F=5.338,P=0.017).The levels of PG Ⅰ,PG Ⅱ in the experimental group on day 8 of the intervention were lower than those in the control group.The levels of PGR was higher than that in the control group(all P<0.05).The safety of the 2 groups after treatment was evaluated,and the results showed that no serious adverse events occurred in the 2 groups.Conclusion Bian-stone-based herbal heat therapy can improve gastrointestinal reactions and reduce the incidence of gastrointestinal reactions during the preconditioning period of hematopoietic stem cell transplantation patients,which provides clinical guidance for the application of Bian-stone-based herbal heat therapy by nursing staff in the future.
3.Mechanism of Anemoside B4 on glutamine metabolism in oral lichen planus epithelial cells via the NOS3-DHFR axis
Min Li ; Menghua Yang ; Yi Gao ; Zijian Zhang ; Dan Jiang
Acta Universitatis Medicinalis Anhui 2025;60(11):2059-2068
Objective:
To investigate the mechanism of Anemoside B4 (AB4) on glutamine metabolism in oral li- chen planus (OLP) epithelial cells via the nitric oxide synthase 3 (NOS3)-dihydrofolate reductase (DHFR) axis .
Methods:
Bioinformatics analysis was performed to identify the intersection of molecular targets of OLP , AB4 , and genes related to glutamine metabolism . A lipopolysaccharide ( LPS)-induced HOK-16B model of OLP was estab- lished . HOK-16B were divided into Ctrl group , OLP group , AB4 group , OLP + oe-NOS3 group , OLP + sh-NOS3 group , OLP + sh-NOS3 + oe-DHFR group , and OLP + sh-NOS3 + AB4 group . Cell proliferation was detected by cell counting kit-8 (CCK-8) ; cell apoptosis was detected by TdT-mediated dUTP Nick-End Labeling ( TUNEL) ; inflammatory factors iInterleukin (IL)-1β, tumor necrosis factors-α ( TNF-α) concentrations in cell supernatants were measured using enzyme-linked immunosorbent assay (ELISA) kits; glutamine uptake and glutamate produc- tion were determined using kits; and the protein expression of alanine-serine-cysteine transporter2 ( ASCT2) and glutamine synthase (GLS) was assessed by Western blot.
Results:
Bioinformatics analysis of molecular targets of OLP , AB4 , and genes related to glutamine metabolism revealed three intersection targets : NFE2L2 , NOS1 , and NOS3 . Compared with the Ctrl group , the OLP group exhibited decreased HOK-16B cell viability (P < 0. 001) , increased apoptosis rate (P < 0. 01) , upregulated concentrations of IL-1βand TNF-α(P < 0. 001) , elevated glu- tamine uptake and glutamate production (P < 0. 01) , and enhanced expression of ASCPT2 and GLS proteins (P < 0. 001) . Compared with the OLP group , the AB4 group showed improved cell viability (P < 0. 05) , reduced apop- tosis rate and release of IL-1βand TNF-α(P < 0. 05) , decreased glutamine uptake and glutamate production (P < 0. 05) , and downregulated expression of ASCPT2 and GLS proteins ( P < 0. 001) . Compared with the OLP group , the OLP + oe-NOS3 group had increased HOK-16B cell viability (P < 0. 01) , reduced apoptosis rate (P < 0. 05) , decreased concentrations of IL-1βand TNF-α(P < 0. 05) , lowered glutamine uptake and glutamate pro- duction (P < 0. 05) , and weakened expression of ASCPT2 and GLS proteins (P < 0. 01) ; whereas the OLP + sh- NOS3 group had decreased HOK-16B cell viability ( P < 0. 05) , increased apoptosis rate ( P < 0. 05) , elevated concentrations of IL-1βand TNF-α ( P < 0. 01 ) , increased glutamine uptake and glutamate production ( P < 0. 05) , and enhanced expression of ASCPT2 and GLS proteins (P < 0. 001) . Compared with the OLP + sh-NOS3 group , both the OLP + sh-NOS3 + oe-DHFR group and the OLP + sh-NOS3 + AB4 group showed increased HOK- 16B cell viability (P < 0. 001) , reduced apoptosis rate (P < 0. 05) , decreased concentrations of IL-1βand TNF-α (P < 0. 01) , lowered glutamine uptake and glutamate production ( P < 0. 05) , and weakened expression of AS- CPT2 and GLS proteins ( P < 0. 05) .
Conclusion
AB4 inhibits the progression of OLP by mediating glutamine metabolism via the regulation of the NOS3-DHFR axis .
4.p300 promotes hepatic lipid accumulation in dyslipidemia by regulating SREBP-1c acetylation
Nyewneh Abdul-Rauf NUHU ; Xiaoli LI ; Lu FANG ; Yongqing CAI ; Fei CHEN ; Lie YUAN ; Xiong YANG ; Qingsong JIANG ; Yinbo LIU ; Chao LIU ; Peiling ZHONG ; Menghua ZENG
Journal of Army Medical University 2025;47(22):2735-2748
Objective To investigate the role of p300 in lipid metabolism disorders.Methods Bioinformatics analysis was performed to analyze the expression patterns of p300 in lipid metabolism disorder-related diseases and its correlation with SREBP-1c and downstream lipid metabolic enzymes.Immunofluorescence assay was used to detect the expression of p300 in the liver tissues of the patients with varying disease severity of non-alcoholic fatty liver disease(NAFLD).A mouse model of lipid metabolism disorder was established in male C57BL/6J mice by feeding high-fat diet(HFD)for 12 weeks.Western blotting was employed to assess p300 expression level in the liver tissues of HFD-fed mice.A cell model of lipid metabolism disorder was established in HepG2/AML-12 cells induced with free fatty acid(FFA).The effects of siRNA-mediated knockdown of p300 was observed to measure the levels of intracellular total cholesterol(TC)and triglyceride(TG),lipid deposition,and production of reactive oxygen species(ROS).Results Clinically,p300 was highly expressed in lipid metabolism disorders,and its level was positively correlated with NAFLD severity(P<0.05).Gene Set Enrichment Analysis(GSEA)revealed that p300 expression was significantly associated with fatty acid metabolism,cholesterol homeostasis,lipogenesis,PPAR signaling pathway,and peroxisome pathway.In vivo,p300 was significantly up-regulated in the livers of HFD-fed mice(P<0.01).In vitro,FFA stimulation markedly increased p300 expression in both HepG2 and AML-12 cells(P<0.01),whereas p300 knockdown significantly reduced intracellular TG and TC levels(P<0.01),attenuated lipid droplet accumulation,and reversed FFA-induced ROS elevation(P<0.01).Furthermore,p300 expression was positively correlated with the expression of SREBP-1c and its downstream key lipid synthesis enzymes.Conclusion p300 may promote hepatic lipid accumulation by acetylating and activating SREBP-1c and regulating downstream lipid metabolic enzymes,thereby affecting lipid synthesis and oxidative stress.These findings suggest that p300 may be a potential therapeutic target for lipid metabolism disorder-related diseases.
5.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.
6.The level of skin advanced glycation end products in diabetic retinopathy patients and its predictive value
Zhirou HU ; Menghua WANG ; Hongtao DONG ; Ge YANG ; Qiuming LI
Chinese Journal of Ocular Fundus Diseases 2025;41(7):542-547
Objective:To observe the correlation between the level of advanced glycosylation end products (AGE) in skin and diabetic retinopathy (DR), and establish and preliminatively verify the nomogramolumbaric model for predicting the risk of DR.Methods:A clinical case-control study. A total of 346 patients with type 2 diabetes mellitus (T2DM) who were admitted to the Department of Endocrinology and Ophthalmology of the First Affiliated Hospital of Zhengzhou University from January 2023 to June 2024 were included in the study. Among them, 198 were males and 148 were females. The mean age was (54.77±10.92). According to whether the patients were accompanied by DR, the patients were divided into the non-DR group (NDR group) and the DR group (DR group), 174 and 172 cases, respectively. All patients underwent skin AGE detection using a noninvasive diabetes detector. Diabetes duration, hemoglobin A1c (HbA1c), fasting plasma glucose, Urea, creatinine (Crea), uric acid, total cholesterol, triglyceride, estimated glomerular filtration rate (eGFR), urinary albumin concentration (UALB), and body mass index (BMI) were collected in detail. Univariate analysis and multivariate logistic regression analysis were used to determine the independent risk factors for T2DM concurrent DR, and to construct a nomogram prediction model for DR risk. Receiver operating characteristic curve (ROC curve), calibration curve and decision curve (DCA) were used to evaluate the model.Results:Hypertension prevalence rate ( χ2=3.892), Diabetes duration ( Z=?7.708), BMI ( Z=?2.627), HbA1c ( Z=?4.484), Urea ( Z=?4.620), Crea ( Z=?3.526), UALB ( Z=?6.999), AGE ( Z=?8.097) in DR group were significantly higher than those in NDR group, with statistical significance ( P<0.05); eGFR was lower than that in NDR group, the difference was statistically significant ( Z=?6.061, P<0.05). Logistic regression analysis showed that AGE, diabetes duration, HbA1c, UALB and eGFR were independent risk factors for DR ( P<0.05). Based on the results of multi-factor regression analysis, a nomogram prediction model was constructed. The area under ROC curve of the model was 0.843, 95% confidence interval was 0.802-0.884, sensitivity and specificity were 79.1% and 75.9%, respectively. The calibration curve was basically consistent with the ideal curve. The results of DCA analysis showed that when the model predicted the risk threshold of patients with DR between 0.17 and 0.99, the clinical net benefit provided by the nomogram model was> 0. Conclusions:Skin AGE level is an independent risk factor for DR. The nomogram prediction model based on AGE, diabetes duration, HbA1c, eGFR and UALB can accurately predict the risk of DR, and has good clinical practicability.
7.Assessment of the predictive value of ultrasound imaging characteristics combined with clinical indicators for the prognosis of pancreatic ductal adenocarcinoma
Hua LIANG ; Ke LYU ; Yang GUI ; Xueqi CHEN ; Tianjiao CHEN ; Li TAN ; Menghua DAI ; Weibin WANG ; Junchao GUO ; Qiang XU ; Huanyu WANG ; Xiaoyi YAN ; Wanying JIA ; Yuming SHAO
Chinese Journal of Preventive Medicine 2025;59(10):1748-1755
Objective:To explore the value of ultrasound imaging characteristics combined with clinical indicators in assessing the prognosis of patients with pancreatic ductal adenocarcinoma (PDAC).Methods:A retrospective analysis was conducted for patients who underwent pancreatic contrast-enhanced ultrasound (CEUS) from September 2017 to October 2023 at Peking Union Medical College Hospital and were diagnosed with PDAC based on pathological findings. Various parameters were recorded, including CA19-9 levels, tumor size, location, morphologic features, echogenicity, presence of internal cystic components, dilatation of the main pancreatic duct, peripheral vascular invasion, CEUS characteristics, presence or absence of liver metastasis, and treatment methods. In April 2024, patient survival information was obtained through telephone follow-up or review of medical records. Based on the results of the cox regression model analysis, a nomogram model of the risk of death was developed. The receiver operating characteristic (ROC) curves were applied to evaluate the predictive efficacy of the model. The calibration curves were plotted to evaluate the accuracy of the model, and clinical decision curves were used to evaluate the clinical benefit of the model.Results:This study included a total of 207 patients with PDAC. As of April 2024, 71 patients were alive and 136 died, with a median survival time of 14 months (95% CI: 12 -17). Multivariate analysis confirmed that the elevated CA19-9 ( HR=1.689, 95% CI: 1.102-2.588), tumor size >4 cm ( HR=1.641, 95% CI: 1.159-2.322), taller-than-wide shapes ( HR=1.450, 95% CI: 1.019-2.065), incomplete hypo-enhancement ( HR=1.618, 95% CI: 1.100-2.380), and liver metastasis ( HR=1.687, 95% CI: 1.175-2.423) were independent risk factors for survival in patients with PDAC. A nomogram model was further constructed for 6-month, 12-month and 3-year survival of patients with PDAC. The areas under the ROC curve were 0.679, 0.705 and 0.815, respectively. The calibration curves suggested that the model was more accurate, and the clinical decision curves showed that the model had a better clinical benefit. Conclusion:The combined use of ultrasound imaging characteristics and clinical indicators could effectively predict the prognosis of PDAC patients. Specifically, tumor size >4 cm, taller-than-wide shapes, incomplete hypo-enhancement, elevated CA19-9, and the presence of liver metastasis are correlated with poorer survival outcomes. The nomogram model constructed on the basis of these factors can be used to assess the survival of patients with PDAC.
8.Association between residual cholesterol and metabolic associated fatty liver disease risk at different tri-glyceride levels
Lili SU ; Nuo LI ; Wei FANG ; Menghua CHEN ; Sina QIN ; Yegui YANG
The Journal of Practical Medicine 2025;41(17):2676-2682
Objective This study aims to investigate the association between remnant cholesterol(RC)and the risk of metabolic-associated fatty liver disease(MAFLD)under the optimal triglyceride(TG)levels recom-mended by different guidelines.Methods The data were derived from the annual physical examinations of elderly people aged 65 and above in a community in 2023.Regression analysis was used to evaluate the association between RC and MAFLD risk.According to the TG normal level(<1.7 mmol/L)recommended by the Chinese Lipid Management Consensus and the TG ideal target(<1.2 mmol/L)proposed by the European Atherosclerosis Society,the individuals were divided into subgroups with different TG levels to explore the association between RC and MAFLD risk in each subgroup.Results A total of 2,800 elderly individuals aged 65 and above were included in this study.The proportion of the individuals meeting the diagnostic criteria for MAFLD was 20.85%,and RC was identified as an independent risk factor for MAFLD(P<0.001).In the elderly individuals with TG<1.7 mmol/L,RC level was not significantly associated with MAFLD risk(P=0.888).In contrast,in the elderly individuals with TG≥1.7 mmol/L,RC level was significantly and positively correlated with MAFLD risk(P<0.001).Interaction tests revealed no significant interaction between the stratification factor and the effect size of RC(P=0.115).In the elderly individuals with TG<1.2 mmol/L,RC level was not associated with MAFLD risk(P=0.505),while in the elderly individuals with TG≥1.2 mmol/L,RC level was significantly associated with MAFLD risk(P<0.001).Interaction tests showed a significant interaction between the stratification factor and the effect size of RC(P=0.011).Conclusion RC is an independent risk factor for MAFLD in older individuals.To reduce the risk of MAFLD related to RC in the elderly,a triglyceride level of<1.2 mmol/L can serve as a reference for identifying early-stage risk.
9.Study on the effect of Bian-stone-based herbal heat therapy on gastrointestinal reactions during the precon-ditioning period of hematopoietic stem cell transplantation patients
Binlian YAO ; Min XU ; Xiaopei MAO ; Min PENG ; Rui ZHU ; Xiaolan ZHANG ; Menghua YE ; Danhua YANG
Chinese Journal of Nursing 2025;60(12):1420-1426
Objective Exploring the effect of Bian-stone-based herbal heat therapy on herbal heat ironing in gastrointestinal reactions during the preconditioning period of hematopoietic stem cell transplantation patients.Methods Convenience sampling method was used to select 68 cases of hematopoietic stem cell transplantation patients who attended the hematology department of a tertiary-level Chinese medicine hospital in Hangzhou from October 2023 to April 2024 as the study subjects,and the SPSS 26.0 statistical software was used to generate a random number for grouping into an experimental and a control group,with 34 cases in each group.On the basis of intravenous antiemetic medication and routine,the experimental group implemented the Bian-stone-based herbal heat therapy on the basis of intravenous antiemetic medication and conventional nursing care.In the control group,intravenous antiemetic drugs and routine care were used,and the intervention duration of both groups was 14 d,of which 7 d was a course of treatment,with a total of 2 courses of treatment.The incidence of gastroin-testinal reactions,Gastrointestinal Symptom Rating Scale(GSRS)score,Pepsin Ⅰ(PG Ⅰ),Pepsin Ⅱ(PG Ⅱ),and the ratio of PG Ⅰ to PG Ⅱ(PGR)before and after the intervention were compared between the 2 groups.Results The final sample of 66 cases was collected in this study,and 1 patient was dislodged from each of the control group and the experimental group.The comparison of the incidence of gastrointestinal reactions between the 2 groups within 14 days showed that the incidences of nausea,vomiting,abdominal distension,and diarrhea were lower in the experimental group than those in the control group(P<0.05).GSRS scores on days 1,8,and 14 of intervention were compared,and there were effects between groups in both groups(F=5.338,P=0.017).The levels of PG Ⅰ,PG Ⅱ in the experimental group on day 8 of the intervention were lower than those in the control group.The levels of PGR was higher than that in the control group(all P<0.05).The safety of the 2 groups after treatment was evaluated,and the results showed that no serious adverse events occurred in the 2 groups.Conclusion Bian-stone-based herbal heat therapy can improve gastrointestinal reactions and reduce the incidence of gastrointestinal reactions during the preconditioning period of hematopoietic stem cell transplantation patients,which provides clinical guidance for the application of Bian-stone-based herbal heat therapy by nursing staff in the future.
10.The level of skin advanced glycation end products in diabetic retinopathy patients and its predictive value
Zhirou HU ; Menghua WANG ; Hongtao DONG ; Ge YANG ; Qiuming LI
Chinese Journal of Ocular Fundus Diseases 2025;41(7):542-547
Objective:To observe the correlation between the level of advanced glycosylation end products (AGE) in skin and diabetic retinopathy (DR), and establish and preliminatively verify the nomogramolumbaric model for predicting the risk of DR.Methods:A clinical case-control study. A total of 346 patients with type 2 diabetes mellitus (T2DM) who were admitted to the Department of Endocrinology and Ophthalmology of the First Affiliated Hospital of Zhengzhou University from January 2023 to June 2024 were included in the study. Among them, 198 were males and 148 were females. The mean age was (54.77±10.92). According to whether the patients were accompanied by DR, the patients were divided into the non-DR group (NDR group) and the DR group (DR group), 174 and 172 cases, respectively. All patients underwent skin AGE detection using a noninvasive diabetes detector. Diabetes duration, hemoglobin A1c (HbA1c), fasting plasma glucose, Urea, creatinine (Crea), uric acid, total cholesterol, triglyceride, estimated glomerular filtration rate (eGFR), urinary albumin concentration (UALB), and body mass index (BMI) were collected in detail. Univariate analysis and multivariate logistic regression analysis were used to determine the independent risk factors for T2DM concurrent DR, and to construct a nomogram prediction model for DR risk. Receiver operating characteristic curve (ROC curve), calibration curve and decision curve (DCA) were used to evaluate the model.Results:Hypertension prevalence rate ( χ2=3.892), Diabetes duration ( Z=?7.708), BMI ( Z=?2.627), HbA1c ( Z=?4.484), Urea ( Z=?4.620), Crea ( Z=?3.526), UALB ( Z=?6.999), AGE ( Z=?8.097) in DR group were significantly higher than those in NDR group, with statistical significance ( P<0.05); eGFR was lower than that in NDR group, the difference was statistically significant ( Z=?6.061, P<0.05). Logistic regression analysis showed that AGE, diabetes duration, HbA1c, UALB and eGFR were independent risk factors for DR ( P<0.05). Based on the results of multi-factor regression analysis, a nomogram prediction model was constructed. The area under ROC curve of the model was 0.843, 95% confidence interval was 0.802-0.884, sensitivity and specificity were 79.1% and 75.9%, respectively. The calibration curve was basically consistent with the ideal curve. The results of DCA analysis showed that when the model predicted the risk threshold of patients with DR between 0.17 and 0.99, the clinical net benefit provided by the nomogram model was> 0. Conclusions:Skin AGE level is an independent risk factor for DR. The nomogram prediction model based on AGE, diabetes duration, HbA1c, eGFR and UALB can accurately predict the risk of DR, and has good clinical practicability.


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