Objective:To analyze the predictive effects of the Big Five personality traits and emotions on self-management behaviors in patients with type 2 diabetes mellitus (T2DM).Methods:This study was a cross-sectional research. From 2016 to 2020, community interventions for self-management among patients with chronic diseases were conducted in Hangzhou, targeting patients with type 2 diabetes recruited from 69 community health service centers across the city. The data for this study were derived from the baseline information collected during the community intervention. The Chinese Big Five Personality Inventory (CBF-PI-15), the Type 2 Diabetes Self-Management Scale (2-DSCS), the Self-Rating Anxiety Scale (SAS), and the Self-Rating Depression Scale (SDS) were employed for questionnaire assessments. Biochemical indicators, including postprandial 2-hour blood glucose, glycated hemoglobin (HbA 1c), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C), were measured. Spearman correlation analysis was used to examine the relationship between personality traits, relevant biochemical indicators, and self-management behaviors. Hierarchical regression analysis was employed to assess the predictive effects of the Big Five personality traits and emotions on self-management behaviors after controlling for demographic characteristics and factors related to health status. Results:A total of 839 patients were included in this study, comprising 518 females (61.75%) and 321 males (38.25%), with an average age of (66.92±8.67) years and an average disease duration of (8.87±6.91) years. There were significant differences in self-management behavior scores among patients with varying disease durations, educational levels, treatment methods, and levels of anxiety and depression ( t/F=6.172, 3.340, 4.699, 16.007, 27.127, all P<0.05). Neuroticism showed a negative correlation with various dimensions of self-management behaviors ( r=-0.130--0.073), while conscientiousness and agreeableness were positively correlated with various dimensions of self-management behaviors ( r=0.072-0.215). Dietary control score was negatively correlated with HbA 1c and LDL-C ( r=-0.106, -0.077), and regular exercise score was negatively correlated with postprandial 2-hour blood glucose, HbA 1c, TG, TC, HDL-C, and LDL-C ( r=-0.115--0.071). The total score of the 2-DSCS was negatively correlated with HbA 1c, TG, and TC ( r=-0.104--0.071). Patients with a disease duration exceeding 15 years and those receiving insulin injections or a combination of oral medication and insulin injections had higher total 2-DSCS score ( β=0.085, 0.146, 0.118, all P<0.05). Conversely, patients with higher HbA 1c and SDS standard scores had lower total 2-DSCS score ( β=-0.151, -0.328, both P<0.05), while those with higher agreeableness scores had higher total 2-DSCS score ( β=0.143, P<0.05). Conclusion:The traits of neuroticism, conscientiousness, and agreeableness within the Big Five Personality Traits, as well as anxiety and depressive emotions, are correlated with self-management behaviors. Specifically, agreeableness has a positive predictive effect on self-management behaviors, whereas depressive emotions have a negative predictive effect.

Objective:To analyze the predictive effects of the Big Five personality traits and emotions on self-management behaviors in patients with type 2 diabetes mellitus (T2DM).Methods:This study was a cross-sectional research. From 2016 to 2020, community interventions for self-management among patients with chronic diseases were conducted in Hangzhou, targeting patients with type 2 diabetes recruited from 69 community health service centers across the city. The data for this study were derived from the baseline information collected during the community intervention. The Chinese Big Five Personality Inventory (CBF-PI-15), the Type 2 Diabetes Self-Management Scale (2-DSCS), the Self-Rating Anxiety Scale (SAS), and the Self-Rating Depression Scale (SDS) were employed for questionnaire assessments. Biochemical indicators, including postprandial 2-hour blood glucose, glycated hemoglobin (HbA 1c), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C), were measured. Spearman correlation analysis was used to examine the relationship between personality traits, relevant biochemical indicators, and self-management behaviors. Hierarchical regression analysis was employed to assess the predictive effects of the Big Five personality traits and emotions on self-management behaviors after controlling for demographic characteristics and factors related to health status. Results:A total of 839 patients were included in this study, comprising 518 females (61.75%) and 321 males (38.25%), with an average age of (66.92±8.67) years and an average disease duration of (8.87±6.91) years. There were significant differences in self-management behavior scores among patients with varying disease durations, educational levels, treatment methods, and levels of anxiety and depression ( t/F=6.172, 3.340, 4.699, 16.007, 27.127, all P<0.05). Neuroticism showed a negative correlation with various dimensions of self-management behaviors ( r=-0.130--0.073), while conscientiousness and agreeableness were positively correlated with various dimensions of self-management behaviors ( r=0.072-0.215). Dietary control score was negatively correlated with HbA 1c and LDL-C ( r=-0.106, -0.077), and regular exercise score was negatively correlated with postprandial 2-hour blood glucose, HbA 1c, TG, TC, HDL-C, and LDL-C ( r=-0.115--0.071). The total score of the 2-DSCS was negatively correlated with HbA 1c, TG, and TC ( r=-0.104--0.071). Patients with a disease duration exceeding 15 years and those receiving insulin injections or a combination of oral medication and insulin injections had higher total 2-DSCS score ( β=0.085, 0.146, 0.118, all P<0.05). Conversely, patients with higher HbA 1c and SDS standard scores had lower total 2-DSCS score ( β=-0.151, -0.328, both P<0.05), while those with higher agreeableness scores had higher total 2-DSCS score ( β=0.143, P<0.05). Conclusion:The traits of neuroticism, conscientiousness, and agreeableness within the Big Five Personality Traits, as well as anxiety and depressive emotions, are correlated with self-management behaviors. Specifically, agreeableness has a positive predictive effect on self-management behaviors, whereas depressive emotions have a negative predictive effect.

Objective To explore the predictive value of CT radiomics and morphological features for the prognosis and survival in non-small cell lung cancer(NSCLC)patients.Methods The clinic data of 300 NSCLC patients(300 lesions)were downloaded from the Cancer Imaging Archive,with 210 randomly selected as the training set and 90 as the test set.According to the prognosis and survival,the patients were divided into two groups with survival period≤3 and＞3 years.3D Slicer software was used to delineate the regions of interest layer by layer in CT images,and the radiomics features were extracted from each region of interest.Both t-test and least absolute shrinkage and selection operator were utilized for radiomics feature screening.Three types of prediction models,namely radiomics model,morphological model and combined model,were constructed with Logistic regression,whose performances were evaluated using the receiver operating characteristic(ROC)curve.Results The differences in radiomics labels and mediastinal lymph node metastasis between the training set and the test set were statistically significant.For radiomics model,morphological model and combined model,the area under the ROC curve was 0.784(95%CI:0.722-0.847),0.734(95%CI:0.664-0.804)and 0.748(95%CI:0.680-0.815)in the training set,and 0.737(95%CI:0.630-0.844),0.665(95%CI:0.554-0.777)and 0.687(95%CI:0.578-0.797)in the test set,which demonstrated that radiomics model had the best diagnostic performance.Conclusion The CT radiomics model can effectively predict the prognosis and survival in NSCLC patients.

Objective:To investigate the value of the 8-channel eye surface phased array coil in improving image quality and demonstrating ocular masses on 3.0 T MR scanner.Methods:From July 2018 to January 2020, the data of orbital MRI in 692 patients with ocular masses on 6 medical centers were prospectively collected. The patients were simple randomly assigned into 8-channel eye surface phased array coil group (413 patients) or 8-channel head phased array coil group (279 patients), with the same MRI sequences. The signal to noise ratio (SNR) and contrast to noise ratio (CNR) were calculated in orbital anatomy structures and masses (eyelid mass, intraocular mass, lacrimal mass and orbital mass). The image quality scores including motion artifact, mass margin, the relationship between the mass and adjacent structures, and overall image quality were recorded. The differences of image quality between the two groups were compared by two independent sample t-test or Wilcoxon rank test. Results:The SNR and CNR were higher in eye surface coil group than those in head coil group ( P<0.05). The scores of ocular movement artifacts were higher in head coil group than those in surface coil group ( P<0.05). The scores of intraocular mass margin, the relationship between the mass and adjacent structures, and overall image quality were higher in surface coil group than those in head coil group ( P<0.001). There were no significant differences in mass margin, the relationship between the mass and adjacent structures, and overall image quality scores of eyelid, lacrimal gland, and orbital mass between the two groups ( P>0.05). Conclusion:3.0 T MR scanner combined with the 8-channel eye surface phased array coil can improve the SNR and CNR of orbital MR images, the demonstration of the intraocular mass margin and the relationship between the mass and adjacent structures.

Objective:To explore the reform path of clinical laboratory technical talents training in local universities under the background of "New Medicine".Methods:The present situation of medical laboratory technical personnel training under the background of "New Medicine" was analyzed, and the teaching mode, teaching platform and practical teaching were reformed according to the reality of Guizhou Medical University.Results:An open education system of "healthcare-education collaboration and academia-industry alliances" and the talent training mode of "three-oriented drive, four-sided integration" had been formed, which improved the training quality and provided a large number of qualified medical laboratory technical undergraduate talents to the grass-roots of Guizhou Medical System.Conclusion:The reform and practice of applied talent training in Guizhou Medical University can be used as a reference for local colleges and universities to educate applied medical laboratory technical talents.

Objective:To analyze the mediating effects of emotional changes in self-management interventions on the relationship between behavioral management and quality of life in elderly patients with type 2 diabetes and therefore to provide a reference for improving the emotional status of elderly diabetes patients and future community-based self-management interventions.Methods:From 2016 to 2020, a total of 69 self-management groups were formed in Hangzhou, each consisting of 10-15 patients with type 2 diabetes.Based on the construction of a medical consortium and family doctors signing up to provide services, intervention teams were established to conduct a series of group self-management activities for each group.Surveys via questionnaires were conducted before and after the intervention, as well as 6 months after the intervention, to collect patient data on demographics, disease status, emotions, quality of life, and self-management behaviors.The intervention effects were evaluated, and the correlations between emotional changes, self-management behaviors, and changes in quality of life were analyzed.Bootstrap analysis was used to test the mediating effects.Results:A total of 707 elderly diabetes patients were included.There were statistically significant differences in the scores of the Self-Rating Anxiety Scale(SAS), the Self-Rating Depression Scale(SDS), physical functioning, role-physical, bodily pain, general health, vitality, social functioning, role-emotional, mental health, physical component summary, mental component summary, the dietary control dimension of the type 2 diabetes self-care scale(2-DSCS), regular exercise, medication adherence, blood glucose monitoring, foot care, the dimension of prevention and management of hyperglycemia and hypoglycemia, and the total score of 2-DSCS( P<0.05 for all).Compared with pre-intervention, changes in SAS, SDS, physical component summary and mental component summary scores were all correlated with each dimension of 2-DSCS right after intervention and 6 months after intervention( r=-0.336-0.333, P<0.05), with the exception of changes in the blood glucose monitoring dimension score and changes in the emotional status score.The direct effect of self-management behavior on the quality of life in elderly patients with type 2 diabetes was 0.159, and the indirect effect through emotions was 0.229, with the mediating effect accounting for 59.02% of the total effect. Conclusions:Community-based group self-management activities can effectively improve the emotions and management behaviors of elderly diabetes patients and enhance their quality of life, Emotional changes play a certain mediating role between self-management behaviors and improvement in quality of life.

Objective:To investigate the value of periodically rotated overlapping parallel lines with enhanced reconstruction (PROPELLER) in improving ability of demonstrating ocular masses on 3.0 T MR scanner.Methods:This study was a multi-center prospective study involving 6 centers. From July 2018 to January 2020, totally 413 patients with ocular masses from 6 centers were prospectively enrolled, and all of them underwent T 1WI and T 2WI, PROPELLER T 1 FLAIR and T 2WI, and contrast-enhanced scans. The signal intensity of eyelid, vitreous body, lacrimal gland, intraorbital segment of optic nerve, and orbital masses of eyelid, intraocular, lacrimal gland and retrobulbar were measured by two radiologists, and the signal to noise ratio (SNR) and contrast noise ratio (CNR) were calculated. The 5-point scoring method was used to evaluate the motion artefacts, tumor edges and the relationship between the tumor and adjacent structures, and the overall score of image quality was calculated. Paired t-test or Wilcoxon signed rank test was used to compare the image quality between PROPELLER and non-PROPELLER images. Results:The SNR and CNR of PROPELLER T 2WI were higher than those of non-PROPELLER T 2WI (all P<0.001). The SNR and CNR of PROPELLER T 1 FLAIR were lower than those of non-PROPELLER T 1WI (all P<0.05). The scores of artefacts and overall image quality in PROPELLER images were higher than those in non-PROPELLER images (all P<0.001). The tumor edge and the relationship between the tumor and adjacent structures scores of eyelid, intraocular, and lacrimal gland masses in PROPELLER images were higher than those in non-PROPELLER images (all P<0.001),while compared to non-PROPELLER images, retro-global masses in PROPELLER images showed no significant differences (all P>0.05). Conclusion:PROPELLER can reduce ocular motion artefacts, effectively improve image quality and ability of demonstrating anterior (eyelid, intraocular, and lacrimal gland) masses.

Objective:To analyze the molecular evolution characteristics of HA and NA genes of influenza B/Yamagata (BY) and influenza B/Victoria (BV) lineage viruses in Guizhou Province, aiming to provide reference for scientific prevention and control of influenza. Methods:The prevalence of various types of influenza viruses in Guizhou Province from 2017 to 2021 was analyzed. The nucleic acid of influenza B viruses was extracted, and then the HA and NA genes were amplified by RT-PCR. Fourteen strains were sequenced and the sequences of 83 strains were obtained from GISAID. Homologies between the 97 influenza B viruses as well as the phylogenetic characteristics and amino acid site variations were analyzed. Results:Influenza A, BY and BV lineage viruses co-circulated in Guizhou Province and BV lineage was the predominant type. The homologies of HA and NA genes were 98.7%-99.4% and 98.4%-99.6% between BY lineage viruses and the reference vaccine strain B/PHUKET/3073/2013. BV lineage viruses shared 98.3%-99.3% and 98.9%-99.6% homologies with the reference vaccine strain B/Colorado/06/2017. The BY lineage strains in Guizhou Province mainly belonged to Y3 genetic group with HA gene in two branches of Y3-H1-2 and NA gene in three branches of Y3-N1-3. Three reassortant strains were found in Y3 clade. The isolated BV lineage strains mainly belonged to V1A-2 genetic group with HA gene in four branches of V1A-2 H1-4 and NA gene in five branches of V1A-2 N1-5. Twenty reassortant strains were found in V1A-2 clade and no inter-lineage reassortants were found. Analysis of variations at key amino acid sites showed that there was no mutation at epitopes in Y3 genetic group. However, there were point mutations at four main epitopes and a shift mutation in 190 helix in V1A-2 genetic group. There was no mutation in drug resistance sites. Conclusions:Various types of influenza viruses circulated in Guizhou Province. The homology between influenza B viruses and vaccine strains was decreasing. Different branches of HA and NA genes had been evolved and various forms of mutations were detected in the sequences. Intra-lineage reassortant strains and new varieties emerged. Surveillance of influenza B viruses should be strengthened.

Objective: To understand the situation of blood pressure control and its influencing factors in elderly patients with hypertension in Hangzhou, and to provide basis for the management of elderly patients with hypertension in community. Methods: The subjects of this study were hypertension patients aged 60 years and over in Hangzhou community health management of basic public health services. Demographic data and life behaviors were collected by a questionnaire survey, physical examination and laboratory tests were carried out. The multivariate logistic regression model was used to analyze the influencing factors for blood pressure control in elderly patients with hypertension. Results: A total of 109 583 people were investigated, with 50 500（46.08%） males and 59 083（53.92%） females. The control rate was 47.70% ( 52 273/109 583 ). After adjusted for age and gender, regular medication ( OR=0.874, 95%CI: 0.838-0.912 ) was the protective factor, obesity ( OR=1.291, 95%CI: 1.260-1.324 ), abnormal fasting plasma glucose ( OR=1.218-1.344, 95%CI: 1.178-1.410 ), the number of unhealthy lifestyles ( OR=1.271-1.292, 95%CI: 1.231-1.344 ), the items of dyslipidemia ( OR=1.047-1.253, 95%CI: 1.017-1.311 ), and the number of cardiovascular risk factors above ( OR=1.254-2.109, 95%CI：1.175-2.281 ) were the risk factors for blood pressure control in elderly patients with hypertension. Conclusions The control rate of elderly patients with hypertension in Hangzhou is 47.70%, which is associated with irregular medication, unhealthy lifestyle, obesity, dyslipidemia, abnormal fasting plasma glucose and clustering of these factors.