1.A prediction model for mild cognitive impairment risk among the elderly
MA Zongkang ; LIU Xinglang ; LI Huihui ; HE Guowei ; YAN Ping ; ZHANG Chuanrong ; MA Xuan ; CHE Yajie ; YU Shan ; CHEN Fenghui
Journal of Preventive Medicine 2026;38(2):124-129
Objective:
To develop a prediction model for mild cognitive impairment (MCI) risk among the elderly, so as to provide a tool for MCI early screening.
Methods :
From July 2022 to September 2024, a multi-stage stratified random cluster sampling method was used to recruit permanent residents aged ≥65 years from the Xinjiang Uygur Autonomous Region as study participants. Data on sociodemographic characteristics, nutritional status, body composition indices, bone mineral density, and handgrip strength were collected through questionnaires and physical examinations. Sarcopenia was defined based on appendicular skeletal muscle index and handgrip strength. MCI was assessed using the Mini-Mental State Examination, with adjustments for educational level. Participants were randomly divided into a training set and a validation set in a 7∶3 ratio. LASSO regression and multivariable logistic regression models were employed to screen for predictors and construct an MCI risk prediction model. The predictive performance of the model was evaluated using receiver operating characteristic (ROC) curve and decision curve analysis (DCA).
Results:
A total of 1 641 participants were surveyed, including 755 males (46.01%) and 886 females (53.99%). The majority of participants were aged 65-<75 years, comprising 1 154 individuals (70.32%). MCI was detected in 517 participants, corresponding to a detection rate of 31.51%. Resultsfrom LASSO regression and multivariate logistic regression analysis showed that residence (rural, OR = 2.323, 95% CI: 1.682-3.210), age (75-<85 years, OR = 1.405, 95% CI: 1.019-1.937; ≥85 years, OR = 3.655, 95% CI: 1.696-7.875), educational level (primary school, OR = 0.341, 95% CI: 0.247-0.472; junior high school, OR = 0.255, 95% CI: 0.160-0.408; high school, OR = 0.286, 95% CI: 0.154-0.531; bachelor's degree or above, OR = 0.120, 95% CI: 0.041-0.351), history of alcohol consumption (yes, OR = 3.216, 95% CI: 2.164-4.779), risk of malnutrition (yes, OR = 1.464, 95% CI: 1.064-2.014), sarcopenia (yes, OR = 3.197, 95% CI: 2.332-4.385), and waist-to-hip ratio (abnormal, OR = 1.540, 95% CI: 1.159-2.048) were identified as predictive factors for MCI among the elderly. In the training set, the area under the ROC curve, sensitivity, and specificity were 0.788, 0.719, and 0.712, respectively. In the validation set, the corresponding values were 0.784, 0.913, and 0.542, respectively. DCA demonstrated that the model provided a higher clinical net benefit for predicting MCI risk when the risk threshold probability ranged from 0.124 to 0.764.
Conclusion
The prediction model developed in this study demonstrates good discriminative ability and clinical utility, indicating its substantial value for predicting the MCI risk among the elderly.
2.The disease spectrum and laboratory characteristics of HIV and CMV co-infection
Yuan CHEN ; Yunhui LI ; Jing LIANG ; Li WANG ; Renlong ZHU ; Jiayue MA ; Yajie WANG
Chinese Journal of Laboratory Medicine 2025;48(4):498-504
Objective:To investigate the epidemiological characteristics, disease spectrum, and laboratory characteristics of human immunodeficiency virus/cytomegalovirus (HIV/CMV) co-infection, to provide references for clinical diagnosis and treatment.Methods:A cross-sectional study was conducted. Clinical information of 544 HIV/acquired immune deficiency syndrome (AIDS) patients who underwent CMV-DNA tests in Beijing Ditan Hospital in 2023 was collected. Participants were categorized into CMV-infection group (126 cases) and non-CMV-infection group (418 cases). The prevalence of CMV infection was analyzed. Univariate and multivariate logistic regression analysis were performed to identify risk factors for CMV/AIDS co-infection. The disease spectrum, laboratory characteristics, serum CMV-DNA load changes, treatment prognosis and outcomes in the CMV-infected group were evaluated. SPSS 27.0 was used for statistical analysis including the χ 2 test, Mann-Whitney U test, and Kruskal-Wallis H test. Results:The CMV infection rate among HIV/AIDS patients was 23.16% (126/544). Multivariate analysis identified low CD4 +T-lymphocyte count [<50 cells/μl; OR=27.962, 95% confidence interval( CI) 11.957-65.389] and high HIV RNA load (>1×10 5 copies/ml; OR=2.057, 95% CI 1.237-3.420) as independent risk factors for CMV co-infection in HIV/AIDS patients. Among the 126 HIV/CMV co-infected patients, CMV viremia was the most common manifestation (38.10%, 48/126), followed by CMV pneumonia (33.33%, 42/126) and CMV retinitis (11.90%, 15/126), which were mainly observed in patients with CD4 +T-lymphocyte counts <50 cells/μl. Of the patients receiving anti-CMV therapy, 80.70% (46/57) exhibited reduced CMV-DNA loads compared with baseline. Totally 29.82% (17/57) of those patients initiating antiretroviral therapy alone achieved CMV-DNA reduction compared with baseline. Overall, 80.16% (101/126) of patients achieved favorable prognosis. Conclusion:CMV co-infection is high in HIV/AIDS patients. Disease spectrum of HIV/CMV co-infection are dominated by CMV viremia and CMV pneumonia. Timely anti-CMV therapy is pivotal for reducing CMV-DNA loads and improving prognosis.
3.The value of quantitative parameters of dual-layer detector spectral CT in prediction of Ki-67 expression in solid lung adenocarcinoma
Jinping MA ; Xiaoxu GUO ; Hui WANG ; Limin LEI ; Lina TAO ; Yajie WANG ; Songwei YUE
Journal of Practical Radiology 2025;41(3):399-403
Objective To explore the predictive value of quantitative parameters of dual-layer detector spectral CT(DLCT)for Ki-67 expression in solid lung adenocarcinoma.Methods The data of 103 patients were retrospectively collected,and the patients were divided into Ki-67 high expression and Ki-67 low expression groups according to Ki-67 proliferation index.The quantitative parame-ters of DLCT were measured and calculated,and the differences in these parameters between the two groups were compared.The parameters with statistically significant differences were assessed for correlation with Ki-67 expression.The efficacy of DLCT param-eters and combined parameters in predicting Ki-67 expression in solid lung adenocarcinoma were evaluated by receiver operating character-istic(ROC)curve and compared by DeLong test.Results Long diameter,short diameter and smoking history were positively corre-lated with the Ki-67 expression in solid lung adenocarcinoma(r>0,P<0.05).Gender and quantitative parameters of DLCT were nega-tively correlated with the Ki-67 expression in solid lung adenocarcinoma(r<0,P<0.05).The combined parameters of convention and spectral CT had the highest prediction efficiency.Conclusion The quantitative parameters of DLCT can be used to evaluate the Ki-67 expres-sion in solid lung adenocarcinoma.
4.Herbal Textual Research on Traditional Uyghur Medicine"Heliyun"
Suleyman HALIK ; Ejmelhan EBIBUL ; Xuetao SHI ; Yajie LI ; Xuan MA
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(1):24-29
In order to clarify the name,plant species and clinical use of the traditional Uyghur medicine"Heliyun",this article combed Uyghur medical classics such as Ehtiyarat bedey,Aksaray,Jimi elaj and Mehzenul edwiye,as well as modern literature.Herbal textual research was performed on its name,origin,properties,functional indications,etc.At the same time,on-site inspections were conducted to verify the clinical use of"Heliyun"in Xinjiang Uyghur Medical Hospital,medicinal samples were collected,and original plant identification was conducted.After herbal textual research,confirmation of clinical use of medicinal materials in Uyghur medicine,and botanical identification,the Uyghur medicinal material"Heliyun"is actually the dried fruit of Withania somnifera(L.)Dunal,and the Chinese name for this medicinal plant should be"Shuiqieguo",and the Uyghur name remains"Heliyun".This could provide a basis for standardizing the name,confirming the plant species,and promoting the clinical application of"Heliyun"in Uyghur medicine.
5.Mechanism by which hydroxysafflor yellow A alleviates demyelination in cuprizone mice
Ying CHEN ; Jian LIU ; Yajie LIANG ; Yanqing LI ; Lijuan SONG ; Jianjun HUANG ; Jiezhong YU ; Qing WANG ; Cungen MA
Chinese Journal of Tissue Engineering Research 2025;29(25):5311-5319
BACKGROUND:In the occurrence and development of demyelinating diseases of the central nervous system,neuroinflammation caused by microglia is the main pathological feature,so inhibiting the inflammatory response is very important to alleviate demyelination.Hydroxysafflor yellow A can protect the blood-brain barrier,inhibit neuronal apoptosis,and improve neurological function.OBJECTIVE:To explore the mechanism of hydroxysafflor yellow A inhibiting bicyclohexanone oxalyl dihydrazone-induced demyelination in mice.METHODS:(1)In vivo:Thirty healthy male C57BL/6 mice were randomly divided into three groups:normal group,cuprizone group,and hydroxysafflor yellow A group.The mice in the cuprizone group and the hydroxysafflor yellow A group were fed with 0.2%cuprizone diet for 6 weeks to establish mouse models of demyelination.The mice in the normal group were fed with normal diet.At the end of the 4th week,the mice in the hydroxysafflor yellow A group were intraperitoneally injected with hydroxysafflor yellow A 20 mg/kg per day.The mice in the normal and cuprizone groups were intraperitoneally injected with normal saline for 2 weeks.The behavioral changes of mice were evaluated by open field test and elevated plus maze test.The loss of myelin sheath in corpus callosum was detected by black gold staining,myelin basic protein and degraded myelin basic protein immunofluorescence staining.The activation of microglia and the expression of inflammatory factors were detected by I ba-1 immunofluorescence staining and ELISA,respectively.The protein expression levels of Toll-like receptor 4,myeloid differentiation factor 88,and nuclear factor κB p65 in the brain of mice in each group were detected by western blot assay.(2)In vitro experiment:The inflammation model of BV2 microglia was established by lipopolysaccharide induction.BV2 cells were divided into normal group,lipopolysaccharide group(1 μg/mL),and lipopolysaccharide(1 μg/mL)+hydroxysafflor yellow A(25 μmol/L)group.The expression levels of tumor necrosis factor α and interleukin 6 in the supernatant were detected by ELISA.RESULTS AND CONCLUSION:(1)Compared with the normal group,the mice in the cuprizone group had severe anxiety,abnormal autonomic movement ability,and a large amount of myelin sheath loss in the corpus callosum.The average fluorescence intensity of myelin basic protein was significantly reduced,and the average fluorescence intensity of degraded myelin basic protein was significantly increased.The number of lba1+microglia increased,the contents of interleukin 1β,tumor necrosis factor α,and interleukin 6 in the brain increased,and the protein expression levels of Toll-like receptor 4,myeloid differentiation factor 88,and nuclear factor κB p65 increased significantly.The above symptoms and indexes of mice were reversed after hydroxysafflor yellow A treatment.(2)Hydroxysafflor yellow A significantly inhibited the expression of inflammatory factors such as tumor necrosis factor α,and interleukin 6 induced by lipopolysaccharide in BV2 microglia.(3)The above results demonstrate that hydroxysafflor yellow A can significantly improve cuprizone-induced demyelination in mice.The mechanism of action is related to the inhibition of microglial activation-mediated inflammatory response through the Toll-like receptor 4/myeloid differentiation factor 88/nuclear factor κB p65 signaling pathway.
6.Value of spectral CT multi-parameter imaging in preoperative prediction of lymphovascular invasion in invasive lung adenocarcinoma
Jinping MA ; Xiaoxu GUO ; Limin LEI ; Xiaofei YANG ; Yuhan ZHOU ; Yajie WANG ; Lina TAO ; Songwei YUE
Chinese Journal of Radiology 2025;59(9):997-1002
Objective:To investigate the value of quantitative parameters of dual-layer detector spectral CT (DLCT) in preoperative prediction of lymphovascular invasion (LVI) in invasive lung adenocarcinoma.Methods:This study employed a cross-sectional design. The data of 91 patients with primary lung adenocarcinoma confirmed by postoperative pathology who underwent DLCT enhanced scanning in the First Affiliated Hospital of Zhengzhou University from March 2022 to July 2024 were retrospectively collected. The patients were divided into LVI positive group and LVI negative group according to the postoperative pathology. Gender, age, smoking status, and lesion location were recorded,the clinical T-stage and N-stage were evaluated. Spectral base data images were generated based on the spectral reconstruction algorithm. Conventional CT features such as the size and density of the lesions were analyzed. The DLCT quantitative parameters such as 40 keV single-energy CT value (CT 40 keV), iodine density (ID), standardized iodine density (NID), and effective atomic number (Z eff) were measured. The differences of parameters between the two groups were compared using t-test, Mann-Whitney U test, or χ2 test. Multivariate logistic regression analysis was used to identify independent factors for predicting invasive lung adenocarcinoma LVI. The predictive performance of individual parameters and their combinations for LVI in invasive lung adenocarcinoma was evaluated using receiver operating characteristic curve analysis and area under the curve (AUC) measurements. Results:There were significant differences in age, T stage, N stage, maximum diameter, focal density, and arteriovenous stage NID and Z eff between the LVI positive group and the LVI negative group ( P<0.05). Multiple logistic regression analysis showed that age ( OR=0.890, 95% CI 0.821-0.966), N stage( OR=12.721, 95% CI 2.676-60.473) and venous stage Z eff( OR=0.012,95% CI 0-0.668) were independent factors for predicting invasive lung adenocarcinoma LVI ( P<0.05). The combination of age, N stage, and venous-phase Z eff values demonstrated the highest predictive efficacy for LVI in invasive lung adenocarcinoma, with an AUC of 0.916. Conclusions:The quantitative parameters of DLCT are helpful for preoperative prediction of LVI status of invasive lung adenocarcinoma. The Z eff in the venous stage is an independent predictor, the combination of multiple parameters can further improve the diagnostic efficiency.
7.The effect of BOLD combined with mDixon Quant in quantitatively evaluating the early renal oxygen metabolism and iron deposition in patients with type 2 diabetes
Yu REN ; Huiyu LI ; Yajie MA ; Yuling ZHANG ; Qian JI
Tianjin Medical Journal 2025;53(11):1197-1203
Objective To assess renal oxygen metabolism and iron deposition in type 2 diabetes mellitus(T2DM)patients using a combination of blood oxygen level-dependent(BOLD)and mDixon Quant techniques.Methods Clinical data of 58 T2DM patients from Tianjin First Central Hospital(September 2022-December 2023)were prospectively collected.According to urinary albumin-to-creation ratio(ACR),patients were divided into the normal albuminuria(NAU,ACR<30 mg/g,n=35)group and the microalbuminuria(MAU,30 mg/g≤ACR<300 mg/g,n=23)group.Thirty-three healthy volunteers were included as the control group during the same period.All participants underwent renal BOLD and mDixon Quant MRI to obtain cortical and medullary apparent relaxation rate(R2*)values.The differences of general data and image parameter values were compared between groups.Receiver operating characteristic(ROC)curves were used to analyze the diagnostic efficacy of relevant parameters for early renal function changes.Results There were significant differences in body weight,estimated glomerular filtration rate(eGFR)and ACR between the control group,the NAU group and the MAU group(P<0.01).The R2* value in renal cortex was lower than that in renal medulla(P<0.01)in the same group.Apart from R2* value of BOLD renal cortex,which showed no significant difference between the three groups(P<0.05),and the differences in the other parameters were statistically significant(P<0.05).When distinguishing between the control group and the NAU group,the NAU group and the MAU group,as well as between the control group and the early-stage T2DM(NAU+MAU)group,the combined two-sequence approach demonstrated higher area under the curve(AUCs)than any single sequence alone,with AUC value of 0.892(95%CI:0.809-0.975),0.785(95%CI:0.666-0.904)and 0.841(95%CI:0.756-0.926),respectively.Conclusion The combination of BOLD imaging with mDixon Quant enables noninvasive and quantitative assessment of alterations in renal oxygen metabolism and iron content in early-stage T2DM patients.The diagnostic performance of this combined approach surpasses that of individual methods.
8.The value of quantitative parameters of dual-layer detector spectral CT in prediction of Ki-67 expression in solid lung adenocarcinoma
Jinping MA ; Xiaoxu GUO ; Hui WANG ; Limin LEI ; Lina TAO ; Yajie WANG ; Songwei YUE
Journal of Practical Radiology 2025;41(3):399-403
Objective To explore the predictive value of quantitative parameters of dual-layer detector spectral CT(DLCT)for Ki-67 expression in solid lung adenocarcinoma.Methods The data of 103 patients were retrospectively collected,and the patients were divided into Ki-67 high expression and Ki-67 low expression groups according to Ki-67 proliferation index.The quantitative parame-ters of DLCT were measured and calculated,and the differences in these parameters between the two groups were compared.The parameters with statistically significant differences were assessed for correlation with Ki-67 expression.The efficacy of DLCT param-eters and combined parameters in predicting Ki-67 expression in solid lung adenocarcinoma were evaluated by receiver operating character-istic(ROC)curve and compared by DeLong test.Results Long diameter,short diameter and smoking history were positively corre-lated with the Ki-67 expression in solid lung adenocarcinoma(r>0,P<0.05).Gender and quantitative parameters of DLCT were nega-tively correlated with the Ki-67 expression in solid lung adenocarcinoma(r<0,P<0.05).The combined parameters of convention and spectral CT had the highest prediction efficiency.Conclusion The quantitative parameters of DLCT can be used to evaluate the Ki-67 expres-sion in solid lung adenocarcinoma.
9.The effect of BOLD combined with mDixon Quant in quantitatively evaluating the early renal oxygen metabolism and iron deposition in patients with type 2 diabetes
Yu REN ; Huiyu LI ; Yajie MA ; Yuling ZHANG ; Qian JI
Tianjin Medical Journal 2025;53(11):1197-1203
Objective To assess renal oxygen metabolism and iron deposition in type 2 diabetes mellitus(T2DM)patients using a combination of blood oxygen level-dependent(BOLD)and mDixon Quant techniques.Methods Clinical data of 58 T2DM patients from Tianjin First Central Hospital(September 2022-December 2023)were prospectively collected.According to urinary albumin-to-creation ratio(ACR),patients were divided into the normal albuminuria(NAU,ACR<30 mg/g,n=35)group and the microalbuminuria(MAU,30 mg/g≤ACR<300 mg/g,n=23)group.Thirty-three healthy volunteers were included as the control group during the same period.All participants underwent renal BOLD and mDixon Quant MRI to obtain cortical and medullary apparent relaxation rate(R2*)values.The differences of general data and image parameter values were compared between groups.Receiver operating characteristic(ROC)curves were used to analyze the diagnostic efficacy of relevant parameters for early renal function changes.Results There were significant differences in body weight,estimated glomerular filtration rate(eGFR)and ACR between the control group,the NAU group and the MAU group(P<0.01).The R2* value in renal cortex was lower than that in renal medulla(P<0.01)in the same group.Apart from R2* value of BOLD renal cortex,which showed no significant difference between the three groups(P<0.05),and the differences in the other parameters were statistically significant(P<0.05).When distinguishing between the control group and the NAU group,the NAU group and the MAU group,as well as between the control group and the early-stage T2DM(NAU+MAU)group,the combined two-sequence approach demonstrated higher area under the curve(AUCs)than any single sequence alone,with AUC value of 0.892(95%CI:0.809-0.975),0.785(95%CI:0.666-0.904)and 0.841(95%CI:0.756-0.926),respectively.Conclusion The combination of BOLD imaging with mDixon Quant enables noninvasive and quantitative assessment of alterations in renal oxygen metabolism and iron content in early-stage T2DM patients.The diagnostic performance of this combined approach surpasses that of individual methods.
10.Mechanism by which hydroxysafflor yellow A alleviates demyelination in cuprizone mice
Ying CHEN ; Jian LIU ; Yajie LIANG ; Yanqing LI ; Lijuan SONG ; Jianjun HUANG ; Jiezhong YU ; Qing WANG ; Cungen MA
Chinese Journal of Tissue Engineering Research 2025;29(25):5311-5319
BACKGROUND:In the occurrence and development of demyelinating diseases of the central nervous system,neuroinflammation caused by microglia is the main pathological feature,so inhibiting the inflammatory response is very important to alleviate demyelination.Hydroxysafflor yellow A can protect the blood-brain barrier,inhibit neuronal apoptosis,and improve neurological function.OBJECTIVE:To explore the mechanism of hydroxysafflor yellow A inhibiting bicyclohexanone oxalyl dihydrazone-induced demyelination in mice.METHODS:(1)In vivo:Thirty healthy male C57BL/6 mice were randomly divided into three groups:normal group,cuprizone group,and hydroxysafflor yellow A group.The mice in the cuprizone group and the hydroxysafflor yellow A group were fed with 0.2%cuprizone diet for 6 weeks to establish mouse models of demyelination.The mice in the normal group were fed with normal diet.At the end of the 4th week,the mice in the hydroxysafflor yellow A group were intraperitoneally injected with hydroxysafflor yellow A 20 mg/kg per day.The mice in the normal and cuprizone groups were intraperitoneally injected with normal saline for 2 weeks.The behavioral changes of mice were evaluated by open field test and elevated plus maze test.The loss of myelin sheath in corpus callosum was detected by black gold staining,myelin basic protein and degraded myelin basic protein immunofluorescence staining.The activation of microglia and the expression of inflammatory factors were detected by I ba-1 immunofluorescence staining and ELISA,respectively.The protein expression levels of Toll-like receptor 4,myeloid differentiation factor 88,and nuclear factor κB p65 in the brain of mice in each group were detected by western blot assay.(2)In vitro experiment:The inflammation model of BV2 microglia was established by lipopolysaccharide induction.BV2 cells were divided into normal group,lipopolysaccharide group(1 μg/mL),and lipopolysaccharide(1 μg/mL)+hydroxysafflor yellow A(25 μmol/L)group.The expression levels of tumor necrosis factor α and interleukin 6 in the supernatant were detected by ELISA.RESULTS AND CONCLUSION:(1)Compared with the normal group,the mice in the cuprizone group had severe anxiety,abnormal autonomic movement ability,and a large amount of myelin sheath loss in the corpus callosum.The average fluorescence intensity of myelin basic protein was significantly reduced,and the average fluorescence intensity of degraded myelin basic protein was significantly increased.The number of lba1+microglia increased,the contents of interleukin 1β,tumor necrosis factor α,and interleukin 6 in the brain increased,and the protein expression levels of Toll-like receptor 4,myeloid differentiation factor 88,and nuclear factor κB p65 increased significantly.The above symptoms and indexes of mice were reversed after hydroxysafflor yellow A treatment.(2)Hydroxysafflor yellow A significantly inhibited the expression of inflammatory factors such as tumor necrosis factor α,and interleukin 6 induced by lipopolysaccharide in BV2 microglia.(3)The above results demonstrate that hydroxysafflor yellow A can significantly improve cuprizone-induced demyelination in mice.The mechanism of action is related to the inhibition of microglial activation-mediated inflammatory response through the Toll-like receptor 4/myeloid differentiation factor 88/nuclear factor κB p65 signaling pathway.


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