1.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
2.Relationship between the use of disposable plastic food containers and executive function among primary school students in a district of Chongqing
WANG Wenhe, WU Dan, LIU Shudan, YE Siyan, CUI Chengpeng, LIU Qin
Chinese Journal of School Health 2025;46(6):811-815
Objective:
To investigate the impact of disposable plastic food container usage on the executive function among primary school students, so as to provide the evidence for the formulation of relevant health policies.
Methods:
From November 2023 to May 2024, a convenience sampling method was employed to select 1 118 grade 1-3 students from three primary schools in a central district of Chongqing. A self developed questionnaire was used to collect demographic characteristics and data on disposable plastic food container usage. Executive function of primary school students was assessed using the Childhood Executive Functioning Inventory (CHEXI). Multivariate linear regression analysis was conducted to explore the associations between disposable plastic food container usage and heating with executive function among primary school students.
Results:
Median scores for working memory, inhibition and total executive function among primary school students were 32 (26, 39), 33 (28, 38), and 66 (54, 75), respectively. Multivariate linear regression analysis showed that among girls, higher frequencies of eating meals from plastic lunchboxes were associated with higher CHEXI working memory scores ( β =1.29), inhibition scores ( β =1.57), and total executive function scores ( β =2.85) ( P <0.05). Compared to girls who did not use plastic cups or drank bottled water, those who used plastic cups for drinking or drank bottled water had higher scores in working memory ( β =2.63), inhibition ( β =2.10), and total executive function ( β =4.73); compared to girls who did not eat canned food from metal cans, those who ate such food had higher scores in working memory ( β =3.62), inhibition ( β =1.89), and total executive function ( β =5.50) ( P <0.05).Among boys, higher frequencies of eating meals from plastic lunchboxes were associated with higher inhibition scores ( β =1.13) ( P <0.05). Compared to girls who ate with a plastic lunch box and did not heat it when they ate,girls who more frequent heating plastic lunchboxes with food inside had higher working memory scores ( β = 5.39), inhibition scores ( β =4.29), and total executive function scores ( β = 9.68) ( P <0.05).
Conclusions
The use of disposable plastic food containers may adversely affect executive function of primary school students, with a more pronounced effect observed in girls. Strengthened regulation of disposable plastic products and health education are urgently needed.
3.2017 to 2021 suicidal behavior in hospitalized patients with major depression and the influencing factors
Ye DI ; Fengli ZHANG ; Chengmei ZHANG ; Jingjing CUI
Shanghai Journal of Preventive Medicine 2024;36(2):192-196
ObjectiveTo analyze the suicidal behavior in hospitalized patients with major depression and its influencing factors. MethodsA total of 1 000 patients with major depression admitted to our hospital from January 2017 to July 2021 were selected as the research subjects to investigate the status quo of suicidal behavior of the enrolled patients. According to the survey results, the patients were divided into suicidal behavior group and non-suicidal behavior group, and the related factors affecting their suicidal behavior. ResultsA total of 511 cases (51.10%) of the patients with major depression committed suicide in hospital, including 271 cases (27.10%) of suicidal ideation, 186 cases (18.60%) of attempted suicide, and 54 cases (5.40%) of suicide death. 489 patients (48.90%) did not commit suicide. Univariate analysis showed that there were significant differences in age, gender, marital status, loss of interest or pleasure, anxiety, sense of worthlessness or self-guilt, sleep status, personality, depressive episodes and paranoia between the suicidal behavior group and the non-suicidal behavior group (all P<0.05). Logistic multifactorial regression analysis showed that age ≤28 years (OR=1.54), female (OR=1.93), anxiety (OR=1.61), sense of worthlessness or self-guilt (OR=1.85) and paranoia (OR=2.15) were all independent predictors of suicidal behavior in the patients with major depression. ConclusionThe incidence of nosocomial suicide in patients with major depression is high. Early onset age, female, anxiety, sense of worthlessness or self-guilt, more depressive episodes and paranoia are independent risk predictors of suicide in patients with major depression. This finding can be used for clinical intervention to reduce the occurrence of suicide in patients.
4.Mechanism by which alendronate promotes rapid mandibular distraction osteogenesis in rabbits
Zhikui YE ; Zhimin ZHANG ; Linna CUI ; Xiaowen JIANG
Chinese Journal of Tissue Engineering Research 2024;28(23):3642-3647
BACKGROUND:Some studies have found that local application of alendronate can promote osteogenesis,but less is reported on the process of distraction osteogenesis. OBJECTIVE:To observe the promoting effect of alendronate on rapid mandibular distraction in a rabbit model and explore its possible mechanism. METHODS:Thirty-six male New Zealand white rabbits were randomly divided into groups A,B and C(n=12 per group)after operation and rapid distraction(3-day delay period followed by 3-day distraction at 1.5 mm/12 hours).At the 1st,3rd and 7th days of the consolidation period,animal were injected with 200 μg/kg alendronate in group A and 100 μg/kg alendronate in group B,while those in group C were treated as controls.CT scanning and dual energy X-ray bone mineral density measurement were performed at 4 and 8 weeks of the consolidation period.After the radionuclide scanning was completed at the 4th week,several animals were sacrificed and the samples were collected for western blot assay and tartrate resistant acid phosphatase staining.A three-point bending test was performed after the animals were sacrificed at the 8th week. RESULTS AND CONCLUSION:CT results showed that bone formation in the distraction space of group B was significantly better than that in groups A and C.At the 4th week,the bone mineral density in group B was(0.092±0.010)g/cm2,which was 1.26 times higher than that in group A(P<0.001)and 1.28 times higher than that in group C(P<0.001).At the 8th week,the bone mineral density in group B was(0.175±0.029)g/cm2,which was 1.38 times higher than that in group A(P<0.001)and 1.45 times higher than that in group C(P<0.001).Tartrate resistant acid phosphatase staining showed that the number of osteoclast-like cells in group C were 2.83 times more than that in group A(P<0.001)and 2.21 times more than that in group B(P<0.001).The radionuclide intensity was higher in group C than in groups A and B.Western blot assay results showed that the expression of Runx2 was significantly stronger in group B than in groups A and C.The maximum biomechanical load in group B was(158.48±23.21)N,which was 1.26 times higher than that in group A(P=0.007)and 1.31 times higher than that in group C(P=0.003).To conclude,the low concentration of alendronate may promote rapid distraction osteogenesis of the rabbit mandible by inhibiting osteoclast signals.
5.The Replication Method and Evaluation of Experimental Animal Models with Insomnia of Liver Depression and Qi Stagnation Syndrome
Renzhen ZHANG ; Yujuan YE ; Yuting WEI ; Cui MA ; Xingke YAN
Journal of Traditional Chinese Medicine 2024;65(14):1496-1503
In recent years, the research data on the combination model of insomnia of liver depression and qi stagnation syndrome in traditional Chinese medicine (TCM) were sorted out and summarized in terms of the selection of experimental animals, modelling methods, and model evaluation, with a view to providing references for the standardized preparation of the experimental model of insomnia of liver depression and qi stagnation syndrome and the study of the intervention mechanism. As for the selection of experimental animals, rats and mice are commonly used for the study of sleep patterns in the insomnia model of liver depression and qi stagnation syndrome because their sleep patterns are similar to those of human beings; zebrafish is suitable for the study of sleep patterns in early development because of its high genetic homology; and rhesus macaques, common marmosets, and crab-eating monkeys are used for the study of highly complex sleep disorders because their physiological and behavioural characteristics are closer to those of human beings. In terms of modelling methods, electrical stimulation, chronic restraint, chronic emotional stress and impact psychological stress each have their own characteristics and application scenarios, while chronic tail-clamping stimulation combined with intraperitoneal injection of p-chlorophenylalanine (PCPA) combines physical and chemical stimuli, in order to simulate the complex mechanism of insomnia in human beings, and to more comprehensively simulate the pathology of insomnia with liver depression and qi stagnation syndrome. In terms of evaluation indexes, electroencephalography (EEG) and electromyography (EMG) monitoring and barbiturate synergistic sleep test are the most commonly used and scientific methods for evaluating insomnia animal models with liver depression and qi stagnation syndrome, which can provide intuitive and continuous sleep state monitoring; barbiturate synergistic sleep test can reflect the sensitivity and responsiveness of the model animals to the sleep-regulating medications; and the introduction of the method of using formulas to measure syndromes for the evaluating the model can combine the treatment and diagnostic principles of TCM with modern scientific research.
6.Effects of mannose on inhibiting proliferation and inducing apoptosis of HeLa cells in cervical cancer
Li-Cui YE ; Jing-Yi WANG ; Rui XIANG ; Dan NIE
The Chinese Journal of Clinical Pharmacology 2024;40(6):834-838
Objective To investigate the inhibitory effect of mannose on proliferation and apoptosis of HeLa cells of cervical cancer and its effect on Wnt/β-catenin pathway.Methods Cervical cancer HeLa cells were cultured in vitro and divided into control group(without any treatment)and low,medium and high dose experimental groups(cells treated with 5,10 and 25 mmol·L-1 mannose).Cell counting kit 8(CCK-8)and flow cytometry were used to detect cell proliferation and apoptosis.The B cell lymphoma-2(Bcl-2),p21,Bcl-2 associated X protein(Bax)and Wnt/β-catenin pathway-related proteins were detected by Western blot.Results The cell inhibition rates of control group and low,medium,high dose experimental groups were(0.00±0.13)%,(11.25±3.42)%,(23.78±3.41)%and(35.98±4.52)%;apoptosis rates were(4.59±0.35)%,(11.45±1.32)%,(18.47±2.01)%and(25.69±2.43)%;p21 protein expression were 0.21±0.03,0.34±0.04,0.51±0.06 and 0.69±0.05;the Bcl-2 protein expression were 0.89±0.06,0.67±0.04,0.52±0.05 and 0.35±0.06;Bax protein expression were 0.34±0.05,0.49±0.06,0.65±0.07 and 0.81±0.06;Wnt1 protein expression were 0.74±0.07,0.60±0.05,0.46±0.05 and 0.32±0.04;β-catenin protein expression were 0.80±0.06,0.65±0.05,0.47±0.06 and 0.29±0.05.The above indexes showed statistically significant differences between control group and low,medium and high dose experimental groups(all P<0.05).Conclusion Mannose inhibits proliferation and induces apoptosis of HeLa cells of cervical cancer,and the mechanism may be related to the inhibition of Wnt/β-catenin pathway.
7.Prediction model related to 6-year risk of frailty in older adults aged 65 years or above in China
Jinhui ZHOU ; Li QI ; Jun WANG ; Sixin LIU ; Wenhui SHI ; Lihong YE ; Zhenwei ZHANG ; Zenghang ZHANG ; Xi MENG ; Jia CUI ; Chen CHEN ; Yuebin LYU ; Xiaoming SHI
Chinese Journal of Epidemiology 2024;45(6):809-816
Objective:To develop a prediction tool for 6-year incident risk of frailty among Chinese older adults aged 65 years or above.Methods:Data from the Chinese Longitudinal Healthy Longevity Survey from 2002 to 2018 was used, including 13 676 older adults aged 65 years or above who were free of frailty at baseline. Key predictors of frailty were identified via the least absolute shrinkage and selection operator (LASSO) method, and were thereafter used to predict the incident frailty based on the Cox proportional hazards regression model. The model was internally validated by 2 000 Bootstrap resamples and evaluated for the performance of discrimination and calibration using the area under the receiver operating characteristic curve (AUC) and calibration curve, respectively. The net benefit of the developed prediction tool was evaluated by decision-curve analysis.Results:The M( Q1, Q3) age and follow-up time of the participants were 81.0 (71.0, 90.0) years and 6.0 (4.1, 9.2) years, respectively. A total of 4 126 older persons (30.2%) were recorded with frailty incidents during the follow-up, with the corresponding incidence density of 41.8/1 000 person-years. A total of 15 key predictors of frailty were selected by LASSO, namely, age, sex, race, education years, meat consumption, tea drinking, performing housework, raising domestic animals, playing cards or mahjong, and baseline status of visual function, activities of the daily living score, instrumental activities of the daily living score, hypertension, heart disease, and self-rated health. The prediction model was internally validated with an AUC of 0.802, with the max Youden's index of 0.467 at a risk threshold of 19.0%. The calibration curve showed high consistency between predicted probabilities and observed proportions of frailty events. The decision curve indicated that higher net benefits could be obtained via the prediction model than did strategies based on intervention in all or none participants for any risk threshold less than 59%, and the model-based net benefit was estimated to be 0.10 at a risk threshold of 19.0%. Conclusions:The herein developed 6-year incident risk prediction model of frailty, based on easily accessible questionnaires and physical examination variables, has good predictive performance. It has application potential in identifying populations at high risk of incident frailty.
8.Analysis of component composition and content determination of six constituents for Xeriga-4 Powder
Jun LI ; Yue-Wu WANG ; Qian ZHANG ; Ping CUI ; Ri-Gui YE ; Ji-ri-mu-ba-tu
Chinese Traditional Patent Medicine 2024;46(1):14-22
AIM To analyze the component composition of Xeriga-4 Powder,and to determine the contents of phellodendrine,chlorogenic acid,gardenoside,berberine,rutin and curcumin.METHODS The high performance liquid chromatography-Q-exactive orbitrap mass spectrometry(HPLC-Q-Exactive-MS)qualitative analysis was performed on a 35℃thermostatic Agilent ZORBAX SB-Aq column(4.6 mm×150 mm,5 μm),with the mobile phase comprising of methanol-0.1%formic acid flowing at 0.35 mL/min in a gradient elution manner,and electron spray ionization source was adopted in positive and negative ion scanning.High performance liquid chromatography tandem mass spectrometry(HPLC-MS/MS)quantitative analysis was performed on a 35℃thermostatic Shim-pack GIST-HP C18 column(2.1 mm×100 mm,3 μm),with the mobile phase comprising of methanol-0.1%formic acid flowing at 0.25 mL/min in a gradient elution manner,and electron spray ionization source was adopted in positive and negative ion scanning with multiple reaction monitoring mode.RESULTS Total 65 constituents were identified,containing 19 alkaloids,13 organic acids,13 flavonoids,7 curcumins,6 iridoids,4 fatty acids,2 aldehydes,and 1 amino acid.Six constituents showed good linear relationships within their own ranges(r≥0.999 1),whose average recoveries were 96.44%-102.37%with the RSDs of 2.05%-3.74%.CONCLUSION This study can provide a reference for the quality control for Xieriga-4 Powder.
9.Status of exposure to television advertising of sugar sweetened beverages among children and adolescents in Beijing
CUI Jia, LEI Nan, TANG Yuxiang, YE Lihong, LIANG Kaipeng, XIANG Lin, ZHANG Juan
Chinese Journal of School Health 2024;45(5):654-658
Objective:
To investigate the exposure to television advertising of sugar sweetened beverages and the use of persuasive marketing techniques among children and adolescents in Beijing, so as to provide evidence for reduing childrens intake of sugar sweetened beverages.
Methods:
From October 19, 2020 to November 16, 2021, 32 days were randomly selected. The top four popular channels of children and adolescents aged 3-18 years were defined. Each channel was monitored from 6:00:00 to 23:59:59 for each date. A total of 2 304 h was recorded. Advertisements involving sugar sweetened beverages broadcast before, during or after the program were included. The frequency and the use of persuasive marketing techniques were analyzed.
Results:
A total of 1 237 advertisements for sugar sweetened beverages were included, of which 50.93% were dairy beverages, 28.38% were teabased beverages, and 19.48% were vegetable protein beverages. The average frequency of sugar sweetened beverages advertisements on every channel was (0.62±1.29)piece/h. The frequency of sugar sweetened beverages advertisements on every local channel [(1.04±1.35)piece/h] and childrens channel [(1.11±1.61)piece/h] was separately higher than every national channel [(0.48±1.24)piece/h] and general channel [(0.12±0.48)piece/h] (t=-14.05, 31.64, P<0.01). There were seasonal differences in television advertising of sugar sweetened beverages, and were more frequent during lunch and dinner times. The most frequently used persuasive marketing techniques were "images of children" (74.54%), "nutritional message" (61.76%), "product composition details" (58.61%), "nutrition claim" (57.24%), and "nutrition function claim or other function claim" (53.11%).
Conclusions
Children and adolescents are often exposed to television advertisement of sugar sweetened beverages on childrens channels and during meal times. There is an urgent need to formulate relevant policies to regulate the marketing of sugar sweetened beverages advertisement and reduce children and adolescents intake.
10.Efficacy of using the fourth arm in retroperitoneal robot-assisted partial nephrectomy for cT1b stage renal tumors
Shaojun CHEN ; Xiuwu PAN ; Jianqing YE ; Liang ZHANG ; Xingang CUI
Journal of Modern Urology 2024;29(7):576-580
Objective To investigate the efficacy and safety of using the fourth arm in retroperitoneal robot-assisted partial nephrectomy(PN)for cT1b stage renal tumors.Methods Clinical data of 49 patients with cT1b stage renal tumors who underwent retroperitoneal robot-assisted PN performed by the same surgeon in our hospital during Jan.2022 and Dec.2023 were retrospectively analyzed.The patients were divided into two groups based on whether the fourth arm was used or not:application group(n=21)and non-application group(n=28).The basic information,operation time,warm ischemia time,intraoperative blood loss,postoperative complications and other data were compared between the two groups.Results All operations were successful,with no conversion to open surgery or radical nephrectomy.The application group had significantly shorter operation time[(128.76±31.58)min vs.(151.11±33.21)min,P=0.021],shorter warm ischemia time[(24.67±4.80)min vs.(27.61±3.54)min,P=0.017],and less intraoperative blood loss[(109.05±39.99)mL vs.(139.29±54.43)mL,P=0.037]compared with the non-application group.The increase of postoperative creatinine was(18.64±16.05)μmol/L in the application group and(20.30±13.49)μmol/L in the non-application group respectively.Complications occurred in 3 cases in the application group and 5 cases in the non-application group,with no significant difference(P>0.05).Conclusion When we perform the retroperitoneal robot-assisted partial nephrectomy for cT1b stage renal tumors,using the fourth arm can shorten the operation time and warm ischemia time,and reduce the intraoperative blood loss,which should be applied more in clinic.


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