1.Application of Modified Mesoporous Silica Materials for Analysis of Small Molecules by MALDI-TOF-MS
Meihua DONG ; Shimei SUN ; Biao JIN
Chinese Journal of Analytical Chemistry 2014;(9):1235-1239
Mesoporous silica SBA-15 with a small organic molecular (1,8-Naphthalimide) was synthesized and used as matrix for MALDI-TOF-MS ( Matrix-assisted laser desorption/ionization time of flight mass spectrometry) analysis. A modified SBA-15 matrix, SBA-15-NA (1,8-Naphthalimide) was synthesized by covalently attaching SBA-15 to an 1 , 8-naphthalimide formed by 1 , 8-naphthalic anhydride and 3-( trimethoxysilyl) propylamine. The mass spectra obtained with SBA-15-NA exhibited less background interference ions, higher desorption/ionization efficiency, and higher peak intensity. The matrix was initially prepared in methanol and mixed with analyte at a 1∶1 volume ratio in vial. The solution of mixture was at a 10∶1 concentration ratio of matrix/analyte on a stainless steel target and allowed to air dry. The method was used to analyze various types of low molecular weight ( less than 500 ) chemical compounds such as monosaccharides, amino acids, phytohormones, drugs. Under the optimal conditions, it gave low detection limit of 1×10-9 g/L (Leucine, S/N=5) and good reproducibility (≤30%). The modified mesoporous silica materials have been employed in the urinary study for direct detection of metabolites.
2.Construction and validation of risk prediction model of psychological distress in young and middle-aged patients with gynecologic malignancy based on random forest algorithm
Shumei ZHUANG ; Shimei JIN ; Yannan CHEN ; Xueying ZHOU ; Yitong QU
Chinese Journal of Practical Nursing 2023;39(30):2366-2373
Objective:To construct a prediction model of psychological distress risk in young and middle-aged patients with gynecologic malignancy based on random forest algorithm and validate its prediction effect, which provided a tool for healthcare professionals to detect patients′ psychological distress in early stage.Methods:This was a cross-sectional study, a total of 385 cases of young and middle-aged patients with gynecologic malignancies admitted to the gynecology and oncology departments of six tertiary hospitals in Tianjin from October 2021 to October 2022 were consecutively included, the study subjects were randomly divided into 270 cases in the training set and 115 cases in the testing set according to 7:3 by R-studio software. After grouping the training set patients according to the presence or absence of psychological distress (positive psychological distress 151 cases and negative psychological distress 119 cases), univariate analysis was performed on each influencing factor. A random forest model for the prediction of psychological distress in young and middle-aged gynecological malignancy patients using R-studio software on the training set, and the prediction effect was verified on the testing set.Results:The prediction accuracy was 94.78%, sensitivity was 96.88%, specificity was 92.16%, positive predictive value was 93.94%, negative predictive value was 95.92%, and AUC was 0.992 (95% CI 0.982-1.000). The top 5 significant predictor variables were ranked according to the average decrease in the Gini coefficient of each influencing factor in the random forest model: General Self-Efficacy Scale score, Herth Hope Index score, Perceived Social Support Scale score, Self-Rating Depression Scale score, Self-Rating Anxiety Scale score. Conclusions:In this study, the prediction model of psychological distress in young and middle-aged patients with gynecologic malignancy constructed by random forest algorithm has high predictive efficacy, which provides reference for healthcare professionals to identify patients′ psychological distress early and formulate interventions.
3.Structural equation modeling analysis of influencing factors of psychological distress in young and middle-aged patients with stroke
Fengjuan LEI ; Yannan CHEN ; Shimei JIN ; Shumei ZHUANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(3):271-277
Objective:To explore the influencing factors of psychological distress in middle-aged and young stroke patients to provide evidence for improving the mental health of the patients and guiding clinical psychological nursing interventions.Methods:A cross-sectional survey was conducted on 447 middle-aged and young patients with stroke hospitalized in four hospitals in Tianjin from March 2022 to January 2023.Various assessment scales were employed, including a general data questionnaire, distress thermometer, numerical rating scale, family APGAR index, perceived social support scale, general self-efficacy scale, Herth hope index, self-rating anxiety scale and self-rating depression scale.Statistical analyses were performed using encompassing descriptive statistics, Wilcoxon Mann-Whitney test, Kruskal Wallis test, Spearman correlation analysis, and structural equation modeling of SPSS 25.0 and AMOS 24.0.Results:The psychological distress score of middle-aged and young stroke patients was 1(1, 2). Age( Z=-5.497), marital status( Z=-2.755), number of children( H=25.448), co-residents( H=14.389), occupation( H=34.889), per capita monthly family income( H=19.105), hospitalized caregivers( H=23.794), stroke type( H=23.308), course of disease( H=10.649), number of chronic diseases( H=8.021), daily self-care ability( H=128.439), eating status( H=41.904), physical status( H=49.786), excretion status( H=112.736), dressing ability( H=63.036), nutritional status( H=15.514), organ injury status ( H=23.797)and edema status( Z=-4.307)affected the psychological distress of middle-aged and young stroke patients, and the differences were statistically significant (all P<0.05). Correlation analysis showed that psychological distress were positively correlated with pain(1(1, 1)), anxiety(36(27, 53)) and depression(31(27, 58)) ( r=0.390, 0.525, 0.591, all P<0.001), while were negatively with family caring degree(10(10, 10)), perceptive social support(72(67, 74)), general self-efficacy(35(29, 38)) and hope level(41(36, 45)) ( r=-0.200, -0.464, -0.647, -0.675, all P<0.01). Results of the structural equation model of the influencing factors of psychological distress in middle-aged and young stroke patients showed that a total of 5 common factors were extracted, which were named support system, daily activities, disease condition, general condition and physical burden.Disease condition and physical burden had direct positive effects on psychological distress ( β=0.385, 0.204, both P<0.05). Support system, daily activities and general situation had direct negative effects on psychological distress ( β=-0.332, -0.262, -0.258, all P<0.05). Conclusions:The influencing factors of psychological distress in middle-aged and young stroke patients are disease status, support system, daily activities, general conditions and physical burden, which can provide theoretical basis for nurses to carry out active and effective prevention and nursing intervention on psychological distress in middle-aged and young stroke patients.
4.Application effect of case-based collaborative learning based on data-information-knowledge-wisdom model in the training of the informatization teaching ability of clinical teachers
Shumei ZHUANG ; Xueying ZHOU ; Shimei JIN ; Yannan CHEN ; Xinran ZHU ; Yitong QU
Chinese Journal of Medical Education Research 2024;23(10):1378-1383
Objective:To investigate the application effect of case-based collaborative learning (CBCL) based on data-information-knowledge-wisdom (DKIW) model in the training of the informatization teaching ability of clinical teachers.Methods:From March to August in 2022, 71 clinical teachers from four grade A tertiary hospitals in Tianjin, China, were selected as subjects and were randomly divided into control group with 35 patients and experimental group with 36 patients using a random number table. The teachers in the control group received blended teaching online and offline, and those in the experimental group received CBCL teaching based on DIKW model. The two groups were compared in terms of theoretical assessment score, informatization teaching demonstration score, and informatization teaching ability score before and after intervention. SPSS 27.0 was used for the t-test and the Mann-Whitney U rank sum test. Results:Compared with the control group after intervention, the experimental group had significantly higher scores of theoretical assessment (83.50±3.11) and informatization teaching demonstration (84.19±1.89) ( P<0.05). After intervention, the control group had significant increases in the total score of informatization teaching ability (74.34±4.08) and the scores of each dimension (15.40±1.19, 19.29±1.62, 28.54±1.67, and 11.11±1.79), and the experimental group also had significant increases in the total score of informatization teaching ability (83.64±5.25) and the scores of each dimension (16.53±1.21, 20.94±1.98, 33.03±2.10, and 13.14±1.48); the experimental group had significantly higher scores than the control group ( P<0.05). Conclusions:The CBCL teaching model based on DIKW model can help to improve the comprehensive informatization teaching ability of clinical teachers.
5.Development of the Care Needs Scale for Young and Middle-aged Terminally Ill Patients and its reliability and validity
Shumei ZHUANG ; Xueying ZHOU ; Jing WANG ; Peng WANG ; Ying GUO ; Chengmei ZHAO ; Shimei JIN ; Shanshan WU
Chinese Journal of Modern Nursing 2023;29(19):2554-2561
Objective:To develop the Care Needs Scale for Young and Middle-aged Terminally Ill Patients and test its reliability and validity, so as to provide an effective tool for evaluating the care needs of young and middle-aged terminally ill patients for medical and nursing staff.Methods:This study is a cross-sectional study. Guided by the theory of supportive care needs, an initial scale was formed through literature review, qualitative interviews, Delphi expert consultation, and pre-survey. From July to September 2022, convenience sampling was used to select 570 young and middle-aged terminally ill patients hospitalized in the Oncology Department and Hospice Care Ward of six Class Ⅲ hospitals in Tianjin as the research subject, and a questionnaire survey was conducted on the patients. The items in the scale were selected using item analysis method. The structural validity of the scale was evaluated using exploratory factor analysis and confirmatory factor analysis. The content validity of the scale was evaluated using the scale-level content validity index and the item-level content validity index. The reliability of the scale was evaluated using internal consistency coefficient and half reliability coefficient. A total of 570 questionnaires were distributed, and 565 valid questionnaires were collected, with an effective response rate of 99.12% (565/570) .Results:A total of 18 experts completed two rounds of consultation, with an expert authority coefficient of 0.890, the Kendall's W values of 0.309 and 0.417, respectively ( P<0.05). The Care Needs Scale for Young and Middle-aged Terminally Ill Patients included 6 dimensions and a total of 39 items. Exploratory factor analysis extracted 6 common factors, with a cumulative variance contribution rate of 71.515%. Confirmatory factor analysis showed that the overall model fitted well. The content validity index at the scale level was 0.942, and the content validity index at the item level was 0.833 to 1.000. The total Cronbach's α coefficient of the scale was 0.975, and the half reliability coefficient was 0.911. Conclusions:The reliability and validity of the Care Needs Scale for Young and Middle-aged Terminally Ill Patients are good, and it can be used as an evaluation tool for the care needs of young and middle-aged terminally ill patients.
6.Mechanism study of neurofibromin 1 in gallbladder cancer
Lingxiao ZHANG ; Zhaohui JIN ; Xuya CUI ; Shimei QIU ; Ping DONG ; Ying HUANG ; Yingbin LIU
Chinese Journal of Digestive Surgery 2022;21(7):941-948
Objective:To investigate the mechanism of neurofibromin 1 (NF1) in gallbla-dder cancer.Methods:The experimental study was conducted. Human gallbladder cancer cell lines, including GBC-SD, NOZ, SGC996, EH-GB1, ZJU0428, human embryonic kidneys cell line 293T and human cervical cancer cell line HELA, were cultured. The recombinant plasmids (mRFP-YAP1 FL-FLAG and eGFP-MYC-NF1 2650?2750-HA) were constructed for co-immunoprecipitation experiment. The truncated Yes associated protein 1(YAP1) and NF1 recombinant proteins were purified in vitro. The interaction between NF1 and YAP1 in vitro or in vivo were verified by isothermal titration calori-metry (ITC) assay, GST pull-down experiment, co-immunoprecipitation, immunofluorescence, laser confocal microscopy, and the expression of NF1 protein in different gallbladder cancer cell lines was verified by Western blot experiments. Observation indicators: (1) interaction between NF1 and YAP1 in vitro; (2) interaction between NF1 and YAP1 in cells; (3) expression of NF1 protein in different human gallbladder cancer cell lines. The dissociation constants were exported from ITC 200 software and represented as Mean± SD. Count data were represented as absolute numbers. Results:(1) Interaction between NF1 and YAP1 in vitro. ① Results of ITC assay showed that there was interac-tion between PPQY and YAP1-WW1, between PPQY and YAP1 (Amino acid residues 162?275), and the dissociation constants between PPQY and YAP1-WW1, between PPQY and YAP1(Amino acid residues 162?275) were (0.42±0.06)mmol/L, (0.69±0.14)mmol/L, respectively. ② GST pull-down results indicated that the target protein His-Sumo-YAP1 WW1 was obviouly observed in protein lane of reaction system between GST-PPQY recombinant protein and His-Sumo-YAP1 WW1, relative to the reaction system between GST protein and His-Sumo-YAP1 WW1. The target protein His-Sumo-YAP1 WW2 was obviouly observed in protein lane of reaction system between GST-PPQY recombinant protein and His-Sumo-YAP1 WW2, relative to the reaction system between GST protein and His-Sumo-YAP1 WW2. (2) Interaction between NF1 and YAP1 in cells. ① Co-immunoprecipitation results indica-ted that NF1 protein was observed in cell lysis solution which was incubated by FLAG gel beads and cotransfected with mRFP-YAP1 FL-FLAG and eGFP-MYC-NF1 2650?2750-HA. ② Immuno-fluorescence and laser confocal microscopy results indicated that YAP1 and NF1 with obvious fluorescence were co-localized in the cytoplasm of human gallbladder cancer NOZ cells. However, YAP1 with obvious fluorescence was localized in the nucleus of human gallbladder SGC996 cells and NF1 showed weak fluorescence. (3) Expression of NF1 protein in different human gallbladder cancer cell lines. Western blot results showed that with the expression level of NF1 protein in HELA cell line as the standard, the relative expression levels of NF1 protein in EH-GB1, GBC-SD, NOZ, SGC996, ZJU0428 cell lines were 1.28, 0, 1.01, 0, 0, respectively. Conclusion:NF1 affects the gallbladder cancer by directly acting on YAP1 protein.
7.Influencing factors for the prognosis of patients with drug-induced liver injury and establishment of a nomogram model
Shimei WANG ; Shuai JIN ; Junru LI ; Na WANG ; Yan CHEN ; Ying CUI ; Mingming MA ; Xiaoli HU
Journal of Clinical Hepatology 2024;40(3):562-567
ObjectiveTo investigate the influencing factors for the clinical outcome of patients with drug-induced liver injury (DILI), and to establish a nomogram prediction model for validation. MethodsA retrospective analysis was performed for the general information and laboratory data of 188 patients with DILI who were admitted to Heilongjiang Provincial Hospital Affiliated to Harbin Institute of Technology from January 2017 to December 2022, and according to their clinical outcome, they were divided into good outcome group with 146 patients and poor outcome group with 42 patients. The independent-samples t test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test was used for comparison of categorical data between two groups. Univariate and multivariate Logistic regression analyses were used to investigate the independent influencing factors for the clinical outcome of DILI patients. R Studio 4.1.2 software was used to establish a nomogram model, and calibration curve, receiver operating characteristic (ROC) curve, and decision curve analysis (DCA) were used to perform internal validation. ResultsThe univariate Logistic regression analysis showed that liver biopsy for the diagnosis of DILI, platelet count, cholinesterase, albumin, prothrombin time activity, IgM, and IgG were associated with adverse outcomes in patients with DILI. The multivariate Logistic regression analysis showed that liver biopsy for the diagnosis of DILI (odds ratio [OR]=0.072, 95% confidence interval [CI]: 0.022 — 0.213, P<0.001), clinical classification (OR=0.463, 95%CI: 0.213 — 0.926, P=0.039), alanine aminotransferase (OR=0.999, 95%CI: 0.998 — 1.000, P=0.025), prothrombin time activity (OR=0.973, 95%CI: 0.952 — 0.993, P=0.011), and IgM (OR=1.456, 95%CI: 1.082 — 2.021, P=0.015) were independent influencing factors for clinical outcome in patients with DILI. The nomogram prediction model was established, and after validation, the calibration curve was close to the reference curve. The area under the ROC curve was 0.829, and the DCA curve showed that the model had good net clinical benefit. ConclusionThe nomogram prediction model established in this study has good clinical calibration, discriminative ability, and application value in evaluating the clinical outcome of patients with DILI.