1.Factors affecting language development delay among children aged under 3 years
YU Hong ; CHEN Xiaoxia ; ZHANG Yili ; WU Changhua
Journal of Preventive Medicine 2025;37(12):1282-1286
Objective:
To explore the factors affecting language development delay among children aged <3 years, so as to provide a basis for the prevention and early intervention of children's language development problems.
Methods:
Eighty-one children aged <3 years with language development delay who visited the children's language development clinic of Shaoxing Maternal and Child Health Hospital from January to December 2024 as the case group. Meanwhile, 118 children who underwent routine physical examinations at the children's health clinic during the same period, had normal language development were randomly selected as the control group. Data on children's basic information, parenting environment, and screen exposure were collected through questionnaire surveys. Language development delay was assessed using the Early Language Milestone Scale and the Gesell Developmental Diagnosis Scale. The factors for language development delay were analyzed using a multivariable logistic regression model.
Results:
The case group comprised 81 children, including 56 boys (69.14%) and 25 girls (30.86%), with a mean age of (23.14±4.84) months. The control group consisted of 118 children, including 81 boys (68.64%) and 37 girls (31.36%), with a mean age of (23.81±4.60) months. Multivariable logistic regression analysis showed that daily parental companionship time of ≥2 hours (OR=0.121, 95%CI: 0.040-0.367), attending childcare institutions (OR=0.103, 95%CI: 0.030-0.352), the average daily screen exposure time <1 hour (OR=0.614, 95%CI: 0.400-0.942), interactive parental accompaniment during screen exposure (OR=0.350, 95%CI: 0.157-0.779), and restricting screen exposure time (OR=0.162, 95%CI: 0.056-0.470) were associated with a lower risk of language development delay among children aged <3 years.
Conclusion
Daily paternal companionship of 2 hours or more, attending childcare institutions, daily screen exposure time of less than 1 hour, interactive parental companionship during screen time, and limiting screen exposure time can reduce the risk of language developmental delay among children aged under 3 years.
2.Construction and validation of prediction models for delayed encephalopathy after acute carbon monoxide poisoning based on machine learning
Yanwu YU ; Yan ZHANG ; Ding YUAN ; Huihui HAO ; Fang YANG ; Hongyi YAN ; Pin JIANG ; Mengnan GUO ; Zhigao XU ; Changhua SUN ; Gaiqin YAN ; Lu CHE ; Jianjun GUO ; Jihong CHEN ; Yan LI ; Yanxia GAO
Chinese Journal of Emergency Medicine 2025;34(10):1403-1409
Objective:s To investigate the risk factors for delayed encephalopathy after acute carbon monoxide poisoning (DEACMP) in patients with acute carbon monoxide poisoning (ACOP) and to develop predictive models based on machine learning algorithms.Methods:Patients with ACOP hospitalized at the First Affiliated Hospital of Zhengzhou University from August 2019 to October 2024 were included, with the occurrence of DEACMP as the outcome measure. The dataset was randomly divided into training and validation sets at a ratio of 7:3. Lasso regression was used to select features influencing the outcome in training sets. Nine machine learning models—including Random Forest (RF), Extreme Gradient Boosting (XGBoost), and Support Vector Machine (SVM)—were constructed. Receiver operating characteristic (ROC) curves were plotted and the area under the curve (AUC) calculated for each model. Calibration curves were used to assess accuracy, and decision curve analysis (DCA) was applied to evaluate clinical utility. The SHapley Additive exPlanations (SHAP) method was employed to visualize and interpret the best-performing model.Results:A total of 264 ACOP patients were included, of whom 54 (20.5%) developed DEACMP. Lasso regression identified eight key feature variables. Based on these factors, predictive models were constructed, showing good AUC stability across the nine machine learning models in both training (0.92–0.99) and validation sets (0.85–0.91). The RF model performed best, with an AUC of 0.99 in the training set and 0.90 in the validation set; its calibration curve and DCA curve also demonstrated excellent performance. SHAP analysis of the RF model revealed the importance ranking of factors from highest to lowest as follows: Glasgow Coma Scale (GCS) score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, diastolic blood pressure (DBP), and drinking history.Conclusions:The RF model exhibited the highest predictive performance for DEACMP occurrence in ACOP patients. The influencing factors, ranked in order of importance from highest to lowest, are as follows: GCS score, duration of coma, age, history of coronary heart disease, CK-MB level, monocyte count, DBP, and drinking history.
4.Gut microbiota and osteoporotic fractures
Wensheng ZHAO ; Xiaolin LI ; Changhua PENG ; Jia DENG ; Hao SHENG ; Hongwei CHEN ; Chaoju ZHANG ; Chuan HE
Chinese Journal of Tissue Engineering Research 2025;29(6):1296-1304
BACKGROUND:Osteoporotic fracture is the most serious complication of osteoporosis.Previous studies have demonstrated that gut microbiota has a regulatory effect on skeletal tissue and that gut microbiota has an important relationship with osteoporotic fracture,but the causal relationship between the two is unclear. OBJECTIVE:To explore the causal relationship between gut microbiota and osteoporotic fractures using Mendelian randomization method. METHODS:The genome-wide association study(GWAS)datasets of gut microbiota and osteoporotic fracture were obtained from the IEU Open GWAS database and the Finnish database R9,respectively.Using gut microbiota as the exposure factor and osteoporotic fracture as the outcome variable,Mendelian randomization analyses with random-effects inverse variance weighted,MR-Egger regression,weighted median,simple model,and weighted model methods were performed to assess whether there is a causal relationship between gut microbiota and osteoporotic fracture.Sensitivity analyses were performed to test the reliability and robustness of the results.Reverse Mendelian randomization analyses were performed to further validate the causal relationship identified in the forward Mendelian randomization analyses. RESULTS AND CONCLUSION:The results of this Mendelian randomization analysis indicated a causal relationship between gut microbiota and osteoporotic fracture.Elevated abundance of Actinomycetales[odds ratio(OR)=1.562,95%confidence interval(CI):1.027-2.375,P=0.037),Actinomycetaceae(OR=1.561,95%CI:1.027-2.374,P=0.037),Actinomyces(OR=1.544,95%CI:1.130-2.110,P=0.006),Butyricicoccus(OR=1.781,95%CI:1.194-2.657,P=0.005),Coprococcus 2(OR=1.550,95%CI:1.068-2.251,P=0.021),Family ⅩⅢ UCG-001(OR=1.473,95%CI:1.001-2.168,P=0.049),Methanobrevibacter(OR=1.274,95%CI:1.001-1.621,P=0.049),and Roseburia(OR=1.429,95%CI:1.015-2.013,P=0.041)would increase the risk of osteoporotic fractures in patients.Elevated abundance of Bacteroidia(OR=0.660,95%CI:0.455-0.959,P=0.029),Bacteroidales(OR=0.660,95%CI:0.455-0.959,P=0.029),Christensenellacea(OR=0.725,95%CI:0.529-0.995,P=0.047),Ruminococcaceae(OR=0.643,95%CI:0.443-0.933,P=0.020),Enterorhabdus(OR=0.558,95%CI:0.395-0.788,P=0.001),Eubacterium rectale group(OR=0.631,95%CI:0.435-0.916,P=0.016),Lachnospiraceae UCG008(OR=0.738,95%CI:0.546-0.998,P=0.048),and Ruminiclostridium 9(OR=0.492,95%CI:0.324-0.746,P=0.001)would reduce the risk of osteoporotic fractures in patients.We identified 16 gut microbiota associated with osteoporotic fracture by the Mendelian randomization method.That is,using gut microbiota as the exposure factor and osteoporotic fracture as the outcome variable,eight gut microbiota showed positive causal associations with osteoporotic fracture and another eight gut microbiota showed negative causal associations with osteoporotic fracture.The results of this study not only identify new biomarkers for the early prediction of osteoporotic fracture and potential therapeutic targets in clinical practice,but also provide an experimental basis and theoretical basis for the study of improving the occurrence and prognosis of osteoporotic fracture through gut microbiota in bone tissue engineering.
7.X-ray irradiation promotes apoptosis in rat astrocytes by upregulating AQP4 and inhibiting autophagy
Yaozu XIONG ; Changhua YU ; Na CHEN ; Fengmei CUI ; Yu TU ; Xiaoting XU
Chinese Journal of Radiation Oncology 2025;34(4):369-378
Objective:To explore the changes of aquaporin-4 (AQP4) expression in rat astrocytes (RA) and rat model of radiation-induced brain injury (RIBI) after X-ray radiation, as well as its impact on cell functions.Methods:Logarithmic-phase RA were divided into four groups: Sham group (no treatment), AQP4 siRNA group (transfected with AQP4 lentivirus), IR group (single 20 Gy X-ray irradiation), and IR+AQP4 siRNA group (transfected with AQP4 lentivirus followed by single 20 Gy X-ray irradiation). The cell proliferation viability after radiation was detected using the CCK-8 assay. The relative expression of AQP4 mRNA in each group was measured by quantitative reverse transcription polymerase chain reaction, and the optimal AQP4 siRNA lentiviral sequence was selected for further studies. Western blot was used to detect the relative expression levels of AQP4, phosphorylated histone H2A family member X (γH2AX), autophagy-related proteins, glial fibrillary acidic protein (GFAP), proteins in the phosphatidylinositol-3-kinase (PI3K) / protein kinase B (AKT) / mammalian target of rapamycin (mTOR) pathway, and apoptosis-related proteins in cells from each group. Immunofluorescence (co-expression) staining was used to detect the expression of AQP4, γH2AX, GFAP, LC3, phosphatase and tensin homolog-induced kinase 1 (PINK1) in cells from each group, as well as the expression of AQP4 and LC3 in brain tissues from the rat RIBI model. Flow cytometry was used to detect the apoptosis rate of cells in each group. The differences between two groups were compared using the t-test, while the differences among multiple groups were evaluated using analysis of variance (ANOVA) and Tukey's multiple comparison test. Results:The proliferation viability of RA decreased to its lowest level at 24 h after irradiation. At the 24 h post-irradiation time point, the expression levels of γH2AX and AQP4 were significantly increased in the IR group compared with the Sham group. The fluorescence intensity of AQP4 in the AQP4 siRNA group was lower than that in the Sham group. The cells in the IR group showed significant enlargement and irregular morphology, with a significant increase in AQP4 fluorescence intensity, while the IR+AQP4 siRNA group showed mild cell enlargement and lower AQP4 fluorescence intensity compared with the IR group. Compared with the Sham group, the expression of microtubule-associated protein1 light chain 3 (LC3) and PINK1 proteins were decreased in the IR group, while the IR+AQP4 siRNA group showed higher expression levels compared with the IR group. Compared with the Sham group, the IR group showed increased expression of AQP4, GFAP, and sequestosome 1 (P62) proteins, decreased expression of Beclin-1 (BECN1) and LC3 proteins, and a reduced LC3-II/LC3-I ratio, while the IR+AQP4 siRNA group exhibited a restored LC3-II/LC3-I ratio. The apoptosis rate in the AQP4 siRNA group was similar to that in the Sham group, while the IR group showed a significantly increased apoptosis rate, and the IR+AQP4 siRNA group had a lower apoptosis rate than the IR group. The expression of caspase-3 (Caspase3) decreased in the IR group, while the expression of PI3K, AKT, mTOR, extracellular signal-regulated kinase (ERK)1/2, and cleaved Caspase3 protein increased; these changes were partially reversed in the IR+AQP4 siRNA group. In the rat RIBI model, the expression area and intensity of AQP4 were higher in the IR group compared with the Sham group, while LC3 expression showed the opposite pattern.Conclusions:The possible molecular mechanism of RA apoptosis caused by X-ray irradiation is that irradiation promotes the expression of AQP4, causes cell swelling, inhibits autophagy, and prevents cells from clearing damaged organelles in a timely manner, thereby promoting cell apoptosis.
8.X-ray irradiation promotes apoptosis in rat astrocytes by upregulating AQP4 and inhibiting autophagy
Yaozu XIONG ; Changhua YU ; Na CHEN ; Fengmei CUI ; Yu TU ; Xiaoting XU
Chinese Journal of Radiation Oncology 2025;34(4):369-378
Objective:To explore the changes of aquaporin-4 (AQP4) expression in rat astrocytes (RA) and rat model of radiation-induced brain injury (RIBI) after X-ray radiation, as well as its impact on cell functions.Methods:Logarithmic-phase RA were divided into four groups: Sham group (no treatment), AQP4 siRNA group (transfected with AQP4 lentivirus), IR group (single 20 Gy X-ray irradiation), and IR+AQP4 siRNA group (transfected with AQP4 lentivirus followed by single 20 Gy X-ray irradiation). The cell proliferation viability after radiation was detected using the CCK-8 assay. The relative expression of AQP4 mRNA in each group was measured by quantitative reverse transcription polymerase chain reaction, and the optimal AQP4 siRNA lentiviral sequence was selected for further studies. Western blot was used to detect the relative expression levels of AQP4, phosphorylated histone H2A family member X (γH2AX), autophagy-related proteins, glial fibrillary acidic protein (GFAP), proteins in the phosphatidylinositol-3-kinase (PI3K) / protein kinase B (AKT) / mammalian target of rapamycin (mTOR) pathway, and apoptosis-related proteins in cells from each group. Immunofluorescence (co-expression) staining was used to detect the expression of AQP4, γH2AX, GFAP, LC3, phosphatase and tensin homolog-induced kinase 1 (PINK1) in cells from each group, as well as the expression of AQP4 and LC3 in brain tissues from the rat RIBI model. Flow cytometry was used to detect the apoptosis rate of cells in each group. The differences between two groups were compared using the t-test, while the differences among multiple groups were evaluated using analysis of variance (ANOVA) and Tukey's multiple comparison test. Results:The proliferation viability of RA decreased to its lowest level at 24 h after irradiation. At the 24 h post-irradiation time point, the expression levels of γH2AX and AQP4 were significantly increased in the IR group compared with the Sham group. The fluorescence intensity of AQP4 in the AQP4 siRNA group was lower than that in the Sham group. The cells in the IR group showed significant enlargement and irregular morphology, with a significant increase in AQP4 fluorescence intensity, while the IR+AQP4 siRNA group showed mild cell enlargement and lower AQP4 fluorescence intensity compared with the IR group. Compared with the Sham group, the expression of microtubule-associated protein1 light chain 3 (LC3) and PINK1 proteins were decreased in the IR group, while the IR+AQP4 siRNA group showed higher expression levels compared with the IR group. Compared with the Sham group, the IR group showed increased expression of AQP4, GFAP, and sequestosome 1 (P62) proteins, decreased expression of Beclin-1 (BECN1) and LC3 proteins, and a reduced LC3-II/LC3-I ratio, while the IR+AQP4 siRNA group exhibited a restored LC3-II/LC3-I ratio. The apoptosis rate in the AQP4 siRNA group was similar to that in the Sham group, while the IR group showed a significantly increased apoptosis rate, and the IR+AQP4 siRNA group had a lower apoptosis rate than the IR group. The expression of caspase-3 (Caspase3) decreased in the IR group, while the expression of PI3K, AKT, mTOR, extracellular signal-regulated kinase (ERK)1/2, and cleaved Caspase3 protein increased; these changes were partially reversed in the IR+AQP4 siRNA group. In the rat RIBI model, the expression area and intensity of AQP4 were higher in the IR group compared with the Sham group, while LC3 expression showed the opposite pattern.Conclusions:The possible molecular mechanism of RA apoptosis caused by X-ray irradiation is that irradiation promotes the expression of AQP4, causes cell swelling, inhibits autophagy, and prevents cells from clearing damaged organelles in a timely manner, thereby promoting cell apoptosis.
9.Effects of compound active tea of Lithocarpus litseifolius on uric acid and renal function in mice with hyperuricemia nephropathy
Yuanyuan CHEN ; Yanan ZENG ; Xiaolang DU ; Zejing MU ; Chengdong LIAO ; Changhua ZHANG ; Lan CAO
Chinese Journal of Comparative Medicine 2024;34(1):60-68
Objective To explore the effect of compound active tea of Lithocarpus litseifolius on uric acid levels and kidney function of mice with hyperuricemia nephropathy and to provide an experimental basis for the development of hyperuricemia nephropathy drugs and functional food.Methods A mouse model of hyperuricemia nephropathy was established by administering potassium oxazinate with adenine.Mice were randomly divided into common,model,positive drug(10 mg/(kg·d))and compound active tea of Lithocarpus litseifolius high-,middle-and low-dose groups(10 g/(kg ·d),3.33 g/(kg·d)and 1.11g/(kg·d),respectively).One hour after the last gavage,urine protein(UP)was measured by CBB method,urea nitrogen(UUN)was measured by urease method.Orbital blood pampling,blood was collected for uric acid(UA)analysis by enzyme ratio method,urea nitrogen(BUN)was measured by urease method.The serum contents of interleukin 6(IL-6)and tumor necrosis factor(TNF-α)were measured by ELISA.Take kidney tissue,levels of urate transporter 1(URAT1)and glucose transporter 9(GLUT9)were measured by quantitative fluorescence,kidney histopathological changes were observed by HE stainning.Results Compared with the control group,the model group's levels of UP,UUN,UA,BUN,IL-6,URAT1,ULUT9 and TNF-α were significantly increased(P<0.01,P<0.05),and the renal tissue structure was normal.Compared with the model group,the positive group's levels of UP,UUN,UA,BUN,IL-6 and TNF-α were significantly decreased(P<0.01,P<0.05),there was little glomerular atrophy or deformation in the kidneys,kidney tubular dilatation was occasionally seen,but there was no inflammatory cell infiltration.Compared with the model group,the high-dose compound active tea of Lithocarpus litseifolius group's UP,UUN,UA,BUN,IL-6,URAT1,TNF-α and GLUT9 levels were significantly decreased(P<0.01,P<0.05).The middle-dose compound active tea of Lithocarpus litseifolius group's UP,UUN,UA content,IL-6,URAT 1,GLUT9,BUN and TNF-αwere significantly decreased(P<0.01,P<0.05).The low-dose compound active tea of Lithocarpus litseifolius group's UP,UUN,UA,IL-6,URAT1,BUN,TNF-α and GLUT9 levels were significantly decreased(P<0.01,P<0.05).Conclusions Compound active tea of Lithocarpus litseifolius can reduce uric acid in mice with hyperuricemia nephropathy and has a certain protective effect on the kidneys.The mechanism may be related to the inhibition of uric acid reabsorption,and the specific mechanistic details should be further investigated.
10.Value of MSCT perfusion imaging parameters in the differential diagnosis of benign and malignant solitary pulmonary nodules
Rongkun GAN ; Simin CHEN ; Changhua LIU
Journal of Shenyang Medical College 2024;26(1):72-75
Objective:To investigate the diagnostic value of multi-slice spiral CT(MSCT)perfusion imaging parameters in the differential diagnosis of benign and malignant solitary pulmonary nodules(SPN).Methods:A total of 80 patients with SPN admitted to our hospital from Oct 2021 to Oct 2022 were selected.All patients underwent MSCT perfusion imaging and pathological examination after admission.According to the histopathological examination results,the patients were divided into benign nodule group and malignant nodule group.MSCT perfusion imaging parameters(blood volume,mean transit time,blood flow,surface permeability coefficient)of the two groups were compared.Receiver operating characteristic(ROC)curve was used to analyze the value of MSCT perfusion imaging parameters in the differential diagnosis of benign and malignant SPN.Results:Among the 80 patients with SPN,47 were diagnosed as malignant nodules and 33 as benign nodules by pathological examination.There was no significant difference in mean transit time between 2 groups(P>0.05).The blood volume,blood flow and surface permeability coefficient in malignant nodule group were higher than those of benign nodule group(P<0.05).The results of ROC curve showed that the area under the curve(AUC)of blood volume,blood flow and surface permeability coefficient separately and in combination were 0.823(95% CI:0.721-0.926),0.855(95% CI:0.761-0.949),0.850(95% CI:0.752-0.948)and 0.963(95% CI:0.924-1.000)for the diagnosis of benign and malignant SPN,all of which had certain diagnostic value.When blood volume,blood flow and surface permeability coefficient were 4.405 ml/100 g,51.325 ml/(min·100 g)and 21.115 ml/(min·100 g),respectively,the best diagnostic efficiency could be obtained,and the combined diagnosis value was higher.Conclusion:The combination of blood volume,blood flow and surface permeability coefficient of MSCT perfusion imaging parameters have high value in the differential diagnosis of benign and malignant SPN,which can provide effective basis for the early diagnosis and treatment of benign and malignant SPN.


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