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.Clinical study of salvage second allogeneic hematopoietic stem cell transplantation in 17 cases
Wenqiong WANG ; Wei LIU ; Huihui LIU ; Xiaoying YANG ; Shuanglian XIE ; Hongtao LING ; Yiming ZHAO ; Yujun DONG
Organ Transplantation 2026;17(1):124-132
Objective To summarize and analyze the efficacy and influencing factors of second allogeneic hematopoietic stem cell transplantation (allo-HSCT) for acute leukemia relapsing after the first allo-HSCT. Methods Clinical data of 17 patients with acute leukemia who underwent second allo-HSCT at Peking University First Hospital from January 2005 to December 2024 were retrospectively analyzed. Results Among the 17 patients, 7 achieved long-term disease-free survival after second transplantation. The median progression-free survival after successful second transplantation was 7 months (range 8 days to 69 months). The relapse fatality was 24%, and the transplant-related fatality was 35%. Conclusions Second transplantation is an effective treatment for relapsed and refractory acute leukemia, but the relapse fatality and transplant-related fatality remain high. Patient age, time of relapse after the first transplantation and disease status before second transplantation are all factors that affect the efficacy of second transplantation. Younger age, late relapse and complete remission of disease before second transplantation are all beneficial for long-term disease-free survival after second transplantation.
3.Screening of biomarkers for fibromyalgia syndrome and analysis of immune infiltration
Yani LIU ; Jinghuan YANG ; Huihui LU ; Yufang YI ; Zhixiang LI ; Yangfu OU ; Jingli WU ; Bing WEI
Chinese Journal of Tissue Engineering Research 2025;29(5):1091-1100
BACKGROUND:Fibromyalgia syndrome,as a common rheumatic disease,is related to central sensitization and immune abnormalities.However,the specific mechanism has not been elucidated,and there is a lack of specific diagnostic markers.Exploring the possible pathogenesis of this disease has important clinical significance. OBJECTIVE:To screen the potential diagnostic marker genes of fibromyalgia syndrome and analyze the possible immune infiltration characteristics based on bioinformatics methods,such as weighted gene co-expression network analysis(WGCNA),and machine learning. METHODS:Gene expression profiles in peripheral serum of fibromyalgia syndrome patients and healthy controls were obtained from the gene expression omnibus(GEO)database.The differentially co-expressed genes were screened in the expression profile by differential analysis and WGCNA analysis.Least absolute shrinkage and selection operator(LASSO)and support vector machine-recursive feature elimination(SVM-RFE)machine learning algorithm were further used to identify hub biomarkers,and draw receiver operating characteristic curve(ROC)to evaluate the accuracy of diagnosing fibromyalgia syndrome.Finally,single sample gene set enrichment analysis(ssGSEA)and gene set enrichment analysis(GSEA)were used to evaluate the immune cell infiltration and pathway enrichment in patients with fibromyalgia syndrome. RESULTS AND CONCLUSION:Eight down-regulated differentially expressed genes(DEGs)were obtained after differential analysis of the GSE67311 dataset according to the conditions of log2|(FC)|>0 and P<0.05.After WGCNA analysis,497 genes were included in the module(MEdarkviolet)with the highest positive correlation(r=0.22,P=0.04),and 19 genes were included in the module(MEsalmon2)with the highest negative correlation(r=-0.41,P=6×10-5).After intersecting DEGs and the module genes of WGCNA,seven genes were obtained.Four genes were screened out by LASSO regression algorithm and five genes were screened out by SVM-RFE machine learning algorithm.After the intersection of the two,three core genes were identified,which were germinal center associated signaling and motility like,integrin beta-8,and carboxypeptidase A3.The areas under the ROC curve of the three core genes were 0.744,0.739,and 0.734,respectively,indicating that they have good diagnostic value and can be used as biomarkers for fibromyalgia syndrome.The results of immune infiltration analysis showed that memory B cells,CD56 bright NK cells,and mast cells were significantly down-regulated in patients with fibromyalgia syndrome compared with the control group(P<0.05),and were significantly positively correlated with the above three biomarkers(P<0.05).The enrichment analysis suggested that there were nine fibromyalgia syndrome enrichment pathways,mainly related to olfactory transduction pathway,neuroactive ligand-receptor interaction,and infection pathway.The above results showed that the occurrence and development of fibromyalgia syndrome are related to the involvement of multiple genes,abnormal immune regulation,and multiple pathways imbalance.However,the interactions between these genes and immune cells,as well as their relationships with various pathways need to be further investigated.
4.A Case Study of Using Assisted Reproductive Technology to Rescue Genetically Modified Mice with Reproductive Disorder Phenotypes
Qianqian WANG ; Sijue TAO ; Zhen WEI ; Huihui JIN ; Ping LIU ; Lie WANG
Laboratory Animal and Comparative Medicine 2025;45(1):79-86
ObjectiveThe utilization of assisted reproductive technology to rescue genetically modified mouse strains with reproductive disorders provides a reference for improving techniques to preserve valuable experimental mouse strains. MethodsIn vitro fertilization-embryo transfer (IVF-ET) technology was performed on 28 strains of infertile male mice aged 9-18 months. Several indicators such as sperm density and sperm motility in infertile male mice were assessed to select the most viable sperm for IVF-ET experiments. Fertility rate, abnormal egg rate, and birth rate were recorded after the birth of the pups. An optimized ovarian transplantation procedure was applied to 12 strains of infertile female mice aged 8-18 months. 6-week-old female mice with the same genetic background were selected as recipients. One intact ovary was removed from each recipient mouse, and the contralateral oviduct was ligated. An ovary from a donor mouse was isolated and transplanted orthotopically into the side where the ovary had been removed in the recipient mouse. Twenty-one days post-surgery, recipient mice were co-housed with 8-week-old wild type male mice of the same genetic background for breeding. Data such as the pregnancy rate and live birth rate of the recipients were recorded after the birth of the pups. ResultsIVF-ET successfully rescued 28 mouse strains, with the oldest male mice being 18 months old. The success rate of the first round of IVF-ET experiments was 89.29% (25/28). The average fertility rate of IVF in infertile male mice was (51.01±14.97)%, the abnormal egg rate was (9.03±5.28)%, and the birth rate of offspring mice was (18.60±7.03)%. 39 out of 40 ovarian transplant recipient mice survived, with a pregnancy rate of 33.33% (13/39) for ovarian transplant recipients, and a live birth rate of 17.95% (7/39). Four mouse strains were successfully rescued using optimized ovarian transplantation technology, with the oldest female mice being 18 months old. 8 strains were not rescued as they failed to produce offspring that survived to sexual maturity. ConclusionIVF-ET is an effective approach for rescuing mice with reproductive disorders caused by different reasons, especially for those beyond the optimal breeding age. Ovarian transplantation technology can also be used as an alternative for aged female mice. But its success rate is relatively lower than that of IVF-ET, and carries a higher experimental risk.
5.Mechanisms of influenza A virus-induced macrophage inflammatory in-jury through IL-6/STAT3 signaling loop and intervention effects of Ma-Xing-Shi-Gan decoction
Chunjing CHEN ; Ling LI ; Fangguo LU ; Jue HU ; Xianggang ZHANG ; Huihui LIU ; Li LIANG
Chinese Journal of Pathophysiology 2025;41(11):2210-2220
AIM:This study aims to explore the mechanisms of influenza A virus(IAV)-induced macrophage inflammatory injury based on the interleukin-6(IL-6)/signal transducer and activator of transcription 3(STAT3)signaling loop and investigate the intervention effects of Ma-Xing-Shi-Gan decoction(MXSGD)-medicated serum.METHODS:RAW264.7 and BV2 cells were divided into control,Janus kinase(JAK)/STAT signaling pathway activator,inhibitor,model,oseltamivir,antiviral particle,and MXSGD groups.After IAV modeling and serum interventions,the cells were cultured for 24 and 48 h,and the indicators were detected and analyzed.ELISA,RT-qPCR,Western blot,and immuno-fluorescence assay were used to detect the secretion levels of IL-6 in the cell culture supernatant,IL-6 and STAT3 mRNA expressions,protein expression of STAT3,and expression levels of phosphorylated STAT3(p-STAT3),respectively.Pearson correlation analysis was used to evaluate the correlation between p-STAT3 and IL-6 in the two cell types.A co-cul-ture model of the two cells was constructed,and the secretion levels of IL-6 in the cell culture supernatant was measured.Molecular docking analyses were performed for STAT3 and MXSGD.RESULTS:After IAV simulation,the secretion lev-els of IL-6 in the cell culture supernatant,mRNA expression levels of IL-6 and STAT3,and protein expression levels of STAT3 and p-STAT3 in both cell lines were elevated(P<0.05 or P<0.01).Pearson correlation analysis revealed that p-STAT3 expression was positively correlated with IL-6 expression.The secretion levels of IL-6 in the co-culture model in-creased(P<0.01).MXSGD down-regulated the secretion levels of IL-6 in the cell culture supernatant mRNA,expression levels of IL-6 and STAT3,and protein expression levels of STAT3 and p-STAT3 in two kinds of cells(P<0.05 or P<0.01),and inhibited the secretion levels of IL-6 in co-culture models.STAT3 demonstrated good binding energies for liquiritin,amygdalin,and ephedrine.CONCLUSION:IAV can induce inflammatory injury in macrophages,and its mechanism may be related to activation of the IL-6/STAT3 signaling loop.MXSGD may alleviate the pathogenic effects of IAV by modulating the signaling loop.
6.Characteristics of asymptomatic HBV infection in HBsAg-positive blood donors from Dalian
Yingying WANG ; Xuelian DENG ; Xiaohan GUO ; Huihui GAO ; Peng SUN ; Dan LIU ; Daniel CANDOTTI ; Bing WANG
Chinese Journal of Blood Transfusion 2025;38(10):1361-1369
Objective: To analyze serological and molecular characteristics of asymptomatic HBV infection in HBV surface antigen positive (HBsAg+) blood donors from Dalian. Methods: The prevalence of HBsAg was analyzed among blood donors in Dalian between 2013 and 2022. Randomly selected HBsAg+ blood samples were subjected to HBV serological testing, HBV viral DNA quantification, and HBV genotyping. Results: Over this ten-year period, the prevalence of HBsAg decreased from 1.25% to 0.50% among blood donors in Dalian. Donors who tested positive for HBsAg prior to donation using a rapid test (RT) accounted for 92.5% of all HBsAg+ donors identified. A total of 240 confirmed HBsAg+ blood donors were randomly selected, including 125 donors with positive results and 115 with negative results in the pre-donation rapid test. HBsAg+ donors were mainly males (71.2%), with a median age of 42, and 97.5% of them being first-time donors. Based on HBV serological profiles, three stages of infection were identified: early infection (2.9%), suspected acute hepatitis (0.8%), and chronic infection (96.3%). The dominant HBV genotypes were C (68.9%) and B (28.4%). Among chronic HBV infection individuals, donors infected with HBV genotype B were older than those infected with genotype C (median age: 45y vs 38.5y, P<0.05). Additionally, they showed significantly lower HBsAg levels with a narrower distribution range than those infected with genotype C [median: 23.2 IU/mL (range: <0.05-7 910 IU/mL) vs 968 IU/mL (range: <0.05-3.4×10
), P<0.05]. However, no significant difference was observed in the HBV DNA loads between these two genotypes (P>0.05). Conclusion: Between 2013 and 2022, the prevalence of HBsAg among blood donors in Dalian showed a year-over-year decline. Chronic infection was predominant among HBsAg+ first-time blood donors. The characteristics of chronic infection in blood donors differed significantly depending on the viral genotype, manifesting as differences in age of infected individuals and HBsAg level distribution.
7.Status of tuberculosis prevention and control knowledge with perceived stress among college and middle school students with pulmonary tuberculosis in Yantai
Chinese Journal of School Health 2025;46(12):1706-1710
Objective:
To understand the current status of tuberculosis prevention and control knowledge and perceived stress among college and middle school students with pulmonary tuberculosis (PTB) in Yantai City, and to analyze the related factors, so as to provide a basis for the school to carry out health education and psychological counseling.
Methods:
A matched case control study was conducted, with 100 PTB student patients in junior high school and above who were diagnosed at designated medical institutions from October 2020 to October 2024. Four healthy control students of the same gender, same dormitory, or same class were selected for each case. Therefore, 100 cases and 400 controls were investigated by questionnaire. The following information was collected: personal basic information; tuberculosis prevention and control awareness; and scores of the Chinese Perceived Stress Scale (CPSS). Conditional Logistic regression model and mixed linear models were used to compare the PTB prevention and control awareness rate, as well as the perceived stress between the case and control groups. Multiple linear regression analysis was used to analyze the factors that may affect the perceived stress of students with PTB.
Results:
The awareness rates of four tuberculosis knowledge items (symptoms of PTB, main causes of onset after infection, consequences of PTB patients not receiving standardized and complete treatment, the most important method to prevent PTB) were higher in the case group (40.00%, 72.00% , 38.00%, 49.00%) than the control group (21.50%, 57.50%, 22.25%, 31.25%) and the differences were statistically significant ( Wald χ 2=18.44, 8.78, 13.20, 16.89, all P <0.01). The tension score (10.49±4.20), loss of control score ( 11.21± 4.58), and total score (21.70±6.88) in the case group were higher than the control group (9.35±4.73, 9.75±5.60, 19.09±8.36) and the differences were statistically significant ( t =2.21, 2.42, 2.88, all P <0.05). The results of multiple linear regression analysis showed that age ≥ 18 years and family history of tuberculosis were the related factors affecting the overall perceived stress and tension of college and middle school students with PTB ( B total scores =4.50, 5.91; B tension score =2.39, 3.23, all P <0.05).
Conclusions
The tuberculosis prevention and control awareness rate, and the perceived stress of college and middle school students with PTB in Yantai are both higher than students without tuberculosis. Moreover, the perceived stress of students with PTB who are aged ≥18 years or have a family history of tuberculosis is even higher.
8.Association between HPV outcome and vaginal microecology in women with persistent high-risk HPV infection: a prospective cohort study
Zhan ZHANG ; Xiaonan ZONG ; Huihui BAI ; Linyuan FAN ; Ting LI ; Zhaohui LIU
Chinese Journal of Obstetrics and Gynecology 2025;60(2):121-127
Objective:To investigate the association between high-risk human papillomavirus (hrHPV) persistent infection and vaginal microecology.Methods:A total of 53 women were enrolled in the gynecological clinic of Beijing Obstetrics and Gynecology Hospital from January 2020 to January 2021, including 7 women without HPV and 46 women with hrHPV infection. Among the hrHPV infected women, 24 woemn who did not use any drugs were classified as the observation group and the other 22 women who were given standardized interferon vaginal administration for 3 months were regarded as the treatment group. Vaginal secretions of all women were taken for Gram-stained microecological test at the time of enrollment and at the 4, 8, and 12 month follow-up. HPV turning negative was taken as the end point of follow-up.Results:(1) Women of hrHPV persistent infection in the observation and treatmnet groups had more times of abortions ( P=0.180). (2) The hrHPV negative conversion rate was 17% (4/24) in the observation group and 36% (8/22) in the treatment group, but the difference was not significant ( P=0.183). The median hrHPV negative conversion time were 11.0 months and 7.5 months in the observation and treatment groups, respectively, and the difference was statistically significant ( P=0.001). (3) Vaginal microecology was generally normal at the time of enrollment and at the end of follow-up in women with HPV natural negative conversion in the observation group. While vaginal microecological disorders were more common in women with hrHPV persistent infection in the observation and treatmnet groups, including high vaginal pH value, poor vaginal cleanliness, poor grade of Lactobacillus and increased vaginal clutter bacteria, and the vaginal microecological situation did not improve after the 12-month follow-up. (4) In the treatment group, women who turned HPV negative within six months all had normal vaginal microecology when enrollment (5/5). While those who turned negative six months later had a higher proportion of vaginal clutter bacteria (2/3), a poor grade of Lactobacillus (2/3) and a higher proportion of vaginal dysbiosis (2/3). Conclusions:(1) Interferon therapy could shorten the negative turning time of hrHPV. (2) Women with normal vaginal microecology have the ability to naturally clear hrHPV. (3) The vaginal microecological Gram-stain test has limited value in predicting hrHPV clearance, perhaps due to its inability to detect Lactobacillus subtypes.
9.Ultrastructural pathological observation of vaginal inflammatory mucosal injury induced by Candida albicans infection and the restorative effect of Lactobacillus crispatus
Ting LI ; Zhan ZHANG ; Huihui BAI ; Linyuan FAN ; Xiaonan ZONG ; Zhaohui LIU
Chinese Journal of Obstetrics and Gynecology 2025;60(11):890-896
Objective:To establish a rat model of vulvovaginal candidiasis (VVC) and to directly observe the histopathological and ultrastructural characteristics of vaginal mucosal barrier after Candida albicans infection and treatment with Lactobacillus crispatus.Methods:Female unmated SD rats were used to establish the VVC model and divided into three groups (normal group, VVC group, and Lactobacillus group; n=6 per group). Lactobacillus group received intravaginal administration of Lactobacillus crispatus suspension, while rats in VVC group and normal group were infused with phosphate buffered solution instead. Vaginal tissues were collected on day 4 post-treatment for HE staining and transmission electron microscopy (to observe ultrastructural pathological changes). Results:The results of HE staining revealed the disruption and desquamation of vaginal epithelium, necrotic epithelial tissues, neutrophil infiltration in Candida albicans-infected rats. Lactobacillus crispatus intervention restored the damaged vaginal mucosal structure (mucosal layers and thickness) to normal levels, mucosal layers of Lactobacillus group and normal group were 9.50±1.38 vs 10.67±1.03 ( P=0.226), mucosal thickness of Lactobacillus group and normal group were (116.50±12.14) vs (130.33±13.91) μm ( P=0.211). The results of transmission electron microscopy revealed intercellular desmosome rupture, loss of microvilli and glycocalyx on superficial cells, and mitochondrial swelling in Candida albicans-infected rats. Lactobacillus crispatus intervention restored the damaged vaginal mucosal ultrastructures (mitochondria and intercellular connections, etc.) to normal levels. Conclusions:Fungal infection severely disrupte the vaginal mucosal barrier in rats. Lactobacillus crispatus could restore the vaginal mucosal barrier and epithelial ultrastructures.
10.Influencing factors and prediction model for acute kidney injury following interventional embolization of intracranial aneurysms under general anesthesia
Juan LIU ; Jun LU ; Huihui JIANG ; Jingxing JIN ; Meijuan LIU
Chinese Journal of Anesthesiology 2025;45(10):1259-1263
Objective:To identify the influencing factors for acute kidney injury (AKI) in patients undergoing interventional embolization of intracranial aneurysms under general anesthesia and develop a predictive model.Methods:In this retrospective study, the clinical data from patients who underwent elective interventional embolization of intracranial aneurysms at Hospital Affiliated to Nanjing Medical University from January 2019 to December 2023 were collected. All the patients were divided into AKI group and non-AKI group based on whether AKI occurred postoperatively. The general data, preoperative laboratory parameters, and intraoperative parameters of the patients were obtained through the electronic medical record system and operation-anesthesia management system. The variables screened using LASSO regression were included in the multivariate logistic regression analysis to identify the risk factors for AKI following embolization of cerebrovascular aneurysms. Based on the results, a predictive model was established and evaluated.Results:A total of 428 patients were collected, with 73 in AKI group and 355 in non-AKI group. LASSO regression for variable selection and multivariate logistic regression analysis showed that serum creatinine concentration, duration of surgery and age were independent risk factors, and the glomerular filtration rate and hemoglobin concentration were protective factors for AKI after interventional embolization of intracranial aneurysms ( P<0.05). The area under the receiver operating characteristic curve of the prediction model was 0.860 (95% confidence interval 0.815 to 0.905), with a sensitivity of 0.880 and a specificity of 0.718. The calibration curve showed a mean absolute error of 0.014. The Hosmer-Lemeshow goodness-of-fit test indicated that there was no statistically significant difference between the predicted and observed values of the model ( χ2=3.29, P=0.915). The clinical decision curve demonstrated that the net benefit rate for patients was higher when the threshold probability ranged from 0 to 0.83. Conclusions:The glomerular filtration rate, serum creatinine concentration, hemoglobin concentration, duration of surgery and age are influencing factors for AKI following interventional embolization of intracranial aneurysms, and the prediction model established based on these factors demonstrates good predictive performance.


Result Analysis
Print
Save
E-mail