Objective To compare imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners.Methods Thirty-four patients who underwent 18F-FDG whole-body scanning using NeuWise and Philips Ingenuity TF PET/CT systems respectively on the same day were enrolled.The imaging quality and semi-quantitative parameters of 2 kind images,also the mean standard uptake value(SUVmean)of normal tissue,the maximum standard uptake value(SUVmax),peak standard uptake value(SUVpeak),SUVmean of lesions,total lesion glycolysis(TLG)and metabolic tumor volume(MTV)were compared.Results No significant difference of imaging quality nor semi-quantitative parameters of lesions(all P＞0.05),while significant differences of SUVmean of aortic arch,liver,lumbar vertebra and spinal cord were found between 2 kind images(all P＜0.05).Strong correlations of SUVmax,SUVmean,MTV and TLG of lesions(r,=0.734-0.890,P＜0.001),and high correlation of SUVpeak(rs=0.919,P＜0.001)were found between 2 kind images.The consistency of SUVmax,SUVpeak,SUVmean,TLG and MTV at the lesion site between 2 kind images were very good to extremely good(ICC=0.891-0.986,all P＜0.001),and the differences of all above semi-quantitative parameters were within 95％confidence interval.Conclusion Imaging quality of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners could meet the requirements of clinical diagnosis and treatment,and semi-quantitative parameters obtained based on both images had good consistencies.

Objective To compare imaging quality and semi-quantitative parameters of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners.Methods Thirty-four patients who underwent 18F-FDG whole-body scanning using NeuWise and Philips Ingenuity TF PET/CT systems respectively on the same day were enrolled.The imaging quality and semi-quantitative parameters of 2 kind images,also the mean standard uptake value(SUVmean)of normal tissue,the maximum standard uptake value(SUVmax),peak standard uptake value(SUVpeak),SUVmean of lesions,total lesion glycolysis(TLG)and metabolic tumor volume(MTV)were compared.Results No significant difference of imaging quality nor semi-quantitative parameters of lesions(all P＞0.05),while significant differences of SUVmean of aortic arch,liver,lumbar vertebra and spinal cord were found between 2 kind images(all P＜0.05).Strong correlations of SUVmax,SUVmean,MTV and TLG of lesions(r,=0.734-0.890,P＜0.001),and high correlation of SUVpeak(rs=0.919,P＜0.001)were found between 2 kind images.The consistency of SUVmax,SUVpeak,SUVmean,TLG and MTV at the lesion site between 2 kind images were very good to extremely good(ICC=0.891-0.986,all P＜0.001),and the differences of all above semi-quantitative parameters were within 95％confidence interval.Conclusion Imaging quality of 18F-FDG whole-body images obtained with domestic NeuWise and Philips Ingenuity TF PET/CT scanners could meet the requirements of clinical diagnosis and treatment,and semi-quantitative parameters obtained based on both images had good consistencies.

Objective To evaluate the renoprotective effects of zinc(Zn)supplementation in diabetes kidney disease(DKD)and to explore its impact on the nuclear factor erythroid 2-related factor 2(Nrf2)signaling pathway.Methods A total of 12 male OVE26 mice(spontaneous type 1 diabetes mellitus mice)aged 3 months and weighing approximately 24-27 g were selected and randomly assigned to a diabetes mellitus(DM)group and a zinc-treated DM(DM/Zn)group(n=6 each).In addition,12 age-matched male FVB mice weighing approximately 27-30 g were selected and randomly assigned to a non-diabetic control(Ctrl)group and a zinc-treated(Zn)group(n=6 each).Mice in the DM/Zn and Zn groups were given zinc supplementation for 3 months,with each mouse receiving 5 mg/kg of zinc sulfate by gavage every other day.Mice in the DM and Ctrl groups were given the same volume of normal saline.At the end of the experiment,the albumin-to-creatinine ratio(ACR)in urine was used as an indicator to evaluate renal function.Sirius red staining was performed to assess renal fibrosis in each group of mice.Western blotting was performed to determine the expression of fibrotic growth factors,including connective tissue growth factor(CTGF)and transforming growth factor-β1(TGF-β1),in renal tissue,and the protein expression of Nrf2,an antioxidant substance,and the protein expression levels of its downstream targets,including NAD(P)H quinone dehydrogenase 1(NQO1),heme oxygenase 1(HO-1),superoxide dismutase(SOD)-1,SOD-2,and catalase(CAT).Results 1)Compared to the Ctrl group,the urinary protein secretion levels of mice in the DM group exhibited progressive increase.After 3 months of zinc supplementation treatment,the urinary protein secretion levels of mice in the DM/Zn group decreased Compared to that of mice in the DM group,and the difference was statistically significant(P<0.05).2)Compared to that in the Ctrl group,the collagen deposition in the renal tissues of mice in the DM group increased,and the difference was statistically significant(P<0.05),while no obvious change was observed in mice in the DM/Zn group.Compared to the Ctrl group,mice in the DM group exhibited increased expression levels of CTGF and TGF-β1 in the renal tissues,but the expression levels decreased after zinc supplementation treatment,with the differences being statistically significant(P<0.05).3)Compared to that of the Ctrl group,the expression level of Nrf2 in the renal tissues of mice in the Zn and DM groups increased,and the level of Nrf2 in the renal tissues of mice in the DM/Zn group showed a further increase,with the differences being statistically significant(P<0.05).4)Compared to those of the Ctrl group,the protein expression levels of Nrf2 downstream target genes,including NQO1 and HO-1,in the renal tissues of mice in the Zn group increased,and the levels of NQO1 and HO-1 in the renal tissues of mice in the DM/Zn group showed a further increase,with the differences being statistically significant(P<0.05).Compared to those of the mice in the Ctrl group,the protein expressions of Nrf2 downstream target genes,including SOD-1,SOD-2,and CAT of in the renal tissues of the mice in the Zn group increased,while the expression levels of SOD-1,SOD-2,and CAT in the renal tissues of the mice in the DM group decreased,with the differences being statistically significant(P<0.05).Zn supplementation could completely inhibit these changes(P<0.05).Conclusions Zn supplementation has therapeutic effects on DKD and mitigates T1DM-induced renal dysfunction and oxidative injury in mice,which may be associated with the activation of the Nrf2 antioxidant signaling pathway.

Objective To explore the mediating effect of negative emotion and rumination on the quality of discharge guidance and discharge readiness of patients after coronary artery bypass grafting.Methods A total of 288 patients who underwent coronary artery bypass surgery in the Second Affiliated Hospital of Nanchang University from February 2022 to February 2024 were selected as study objects.General data questionnaire,self-rating anxiety scale(SAS),self-rating depression scale(SDS),Chinese version of event related rumination inventory(CERRI),quality of discharge teaching scale(QDTS),readiness for hospital discharge scale(RHDS)were used to investigate,and Amos 24.0 structural equation model was used to analyze the chain mediation effect.Results A total of 288 questionnaires were sent out,and 280 valid questionnaires were recovered,with an effective recovery rate of 97.22％.The patients'SAS scores were(57.83±5.32)points,SDS scores were(63.31±4.97)points,CERRI total scores were(31.03±4.76)points,QDTS total scores were(116.78±9.22)points,and RHDS total scores were(79.30±7.21)points.The RHDS scores of patients who lived alone after discharge,paid at their own expense and had grade Ⅲ heart function were significantly lower than those of patients with nursing care,medical insurance payment and grade Ⅰ heart function after discharge(P<0.05).Anxiety was positively correlated with depression,intrusive rumination,but negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Depression was positively correlated with intrusive rumination,but negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Invasive rumination was negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Purposive rumination was positively correlated with the quality of discharge guidance and discharge readiness.The quality of discharge guidance was positively correlated with discharge readiness(P<0.05).The chain-mediated model was well fitted,and the results showed that the quality of patients'discharge guidance could affect their discharge readiness,while negative emotions and rumination pathways also affected their discharge readiness(P<0.05).Conclusion The quality of discharge guidance can directly or indirectly affect the discharge readiness of patients after coronary artery bypass grafting through negative emotions and rumination,and there is a chain mediation effect.

Objective To explore the mediating effect of negative emotion and rumination on the quality of discharge guidance and discharge readiness of patients after coronary artery bypass grafting.Methods A total of 288 patients who underwent coronary artery bypass surgery in the Second Affiliated Hospital of Nanchang University from February 2022 to February 2024 were selected as study objects.General data questionnaire,self-rating anxiety scale(SAS),self-rating depression scale(SDS),Chinese version of event related rumination inventory(CERRI),quality of discharge teaching scale(QDTS),readiness for hospital discharge scale(RHDS)were used to investigate,and Amos 24.0 structural equation model was used to analyze the chain mediation effect.Results A total of 288 questionnaires were sent out,and 280 valid questionnaires were recovered,with an effective recovery rate of 97.22％.The patients'SAS scores were(57.83±5.32)points,SDS scores were(63.31±4.97)points,CERRI total scores were(31.03±4.76)points,QDTS total scores were(116.78±9.22)points,and RHDS total scores were(79.30±7.21)points.The RHDS scores of patients who lived alone after discharge,paid at their own expense and had grade Ⅲ heart function were significantly lower than those of patients with nursing care,medical insurance payment and grade Ⅰ heart function after discharge(P<0.05).Anxiety was positively correlated with depression,intrusive rumination,but negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Depression was positively correlated with intrusive rumination,but negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Invasive rumination was negatively correlated with purposive rumination,quality of discharge guidance and discharge readiness.Purposive rumination was positively correlated with the quality of discharge guidance and discharge readiness.The quality of discharge guidance was positively correlated with discharge readiness(P<0.05).The chain-mediated model was well fitted,and the results showed that the quality of patients'discharge guidance could affect their discharge readiness,while negative emotions and rumination pathways also affected their discharge readiness(P<0.05).Conclusion The quality of discharge guidance can directly or indirectly affect the discharge readiness of patients after coronary artery bypass grafting through negative emotions and rumination,and there is a chain mediation effect.

Objective:To explore the value of salivary gland imaging based on deep learning and Delta radiomics in assessing salivary gland injury after 131I treatment in post-thyroidectomy thyroid cancer patients. Methods:A retrospective analysis on 223 patients (46 males, 177 females, age(47.7±14.0) years ) with papillary thyroid cancer, who underwent total thyroidectomy and 131I treatment in Affiliated Hospital of Guilin Medical University between December 2019 and January 2022, was conducted. All patients underwent salivary gland 99Tc mO 4- imaging before and after 131I therapy. The patients were categorized according to salivary gland function based on 99Tc mO 4- imaging results (normal salivary gland vs salivary gland injury), and divided into training and test sets in a ratio of 7∶3. A ResNet-34 neural network model was trained using images at the time of maximum salivary gland radioactivity and those based on background radioactivity counts for structured image feature data. The Delta radiomics approach was then used to subtract the image feature values of the two periods, followed by feature selection through t-test, correlation analysis, and the least absolute shrinkage and selection operator( LASSO) algorithm, to develop logistic regression (LR), support vector machine (SVM), and K-nearest neighbor (KNN) predictive models. The diagnostic performance of 3 models for salivary gland function on the test set was compared with that of the manual interpretation. The AUCs of the 3 models on the test set were compared (Delong test). Results:Among the 67 cases of the test set, the diagnostic accuracy of 3 physicians were 89.6%(60/67), 83.6%(56/67), and 82.1%(55/67) respectively, with the time required for diagnosis of 56, 74 and 55 min, respectively. The accuracies of LR, SVM, and KNN models were 91.0%(61/67), 86.6%(58/67), and 82.1%(55/67), with the required times of 12.5, 15.3 and 17.9 s, respectively. All 3 radiomics models demonstrated good classification and predictive capabilities, with AUC values for the training set of 0.972, 0.965, and 0.943, and for the test set of 0.954, 0.913, and 0.791, respectively. There were no significant differences among the AUC values for the test set ( z values: 0.72, 1.18, 1.82, all P>0.05). Conclusion:The models based on deep learning and Delta radiomics possess high predictive value in assessing salivary gland injury following 131I treatment after surgery in patients with thyroid cancer.

Objective To screen Cuproptosis genes and characteristic genes for differential prognosis in acute mye-loid leukemia(AML)and explore their prognosis in AML as well as their biological roles and correlations in the immune and tumor microenvironment.Methods AML clinical,transcriptome,genomic,and copy number data were downloaded from three major databases,TCGA,GEO,and UCSC,and Cuproptosis genes were collected from published studies.From the perspective of multiomics,the effects of Cuproptosis gene and characteristic gene on survival,immunity,tumor microenvironment,stem cell correlation and drug sensitivity were studied by various bioinformatics methods,meta-analysis and secondary typing.Results One Cuproptosis gene was identified as a differential prognostic gene in AML and five characteristic genes were identified as influencing the prognosis of AML patients by influencing Cuproptosis,and a prognostic model was established.The differential genes were mainly concentrated in mitochondrial activity,REDOX enzyme and energy metabolism.In terms of immunity,macrophage M0,neutrophils,activated memory CD4 T cells and Tregs were positively correlated with risk score,while macro-phage M2,resting mast cells,immature CD4 T cells,helper follicular T cells and memory B cells were negatively correlated with risk score.In terms of tumor microenvironment,the immune cell score of the low-risk group was lower than that of the high-risk group,and in the total score,the tumor microenvironment score of the low-risk group was also lower than that of the high-risk group,indicating that the tumor purity of the high-risk group was lower than that of the low-risk group.However,there was no significant association between stem cells in the high-risk and low-risk groups,and a total of 14 drugs were found to be sensitive to treat AML.Conclusion Cuproptosis gene and characteristic gene are closely related to immune and tumor microenvironment in AML by constructing a prognostic model of AML.

Objective To observe the value of 18F-FDG PET/CT semi-quantitative parameters for predicting spread through air spaces(STAS)of clinical stage Ⅰa—Ⅲa lung adenocarcinoma.Methods Data of 85 patients with clinical stage Ⅰa—Ⅲ a lung adenocarcinoma who underwent preoperative 18F-FDG PET/CT were retrospectively analyzed.The patients were divided into positive group(n=23)or negative group(n=62)according to whether pathology showed STAS or not.Clinical and PET/CT data were compared between groups,and logistic analysis was performed to explore the efficacy of each parameter for predicting STAS.Results Significant differences of gender,carcinoma embryonic antigen,clinical stage,pathological grade,micropapillary growth and proportion were found between groups(all P＜0.05).The maximum,the mean,the peak standard uptake value(SUVmax,SUVmean,SUVpeak),as well as the maximum,the mean and the peak standard uptake value normalized by lean body mass(SULmax,SULmean,SULpeak),also the total lesion glycolysis(TLG)in positive group were all significantly higher than those in negative group(all P＜0.05).Patients'gender,proportion of micropapillary growth,SUVmax and SULmax were all independent risk factors of STAS of clinical stage Ⅰa—Ⅲa lung adenocarcinoma.The area under the curve(AUC)of the above parameters for predicting STAS was 0.666,0.912,0.839 and 0.842,respectively,and of the combination was 0.957.Conclusion 18 F-FDG PET/CT semi-quantitative parameters SUVmax and SULmax were helpful for predicting STAS of clinical stage Ⅰa—Ⅲ a lung adenocarcinoma,and further combination of gender and proportion of micropapillary growth could improve diagnostic efficacy.

ObjectiveTo achieve high-dimensional prediction of class imbalanced of adverse drug reaction（ADR） of traditional Chinese medicine（TCM） and to classify and identify risk factors affecting the occurrence of ADR based on the post-marketing safety data of TCM monitored centrally in real world hospitals. MethodThe ensemble clustering resampling combined with regularized Group Lasso regression was used to perform high-dimensional balancing of ADR class-imbalanced data， and then to integrate the balanced datasets to achieve ADR prediction and the risk factor identification by category. ResultA practical example study of the proposed method on a monitoring data of TCM injection performed that the accuracy of the ADR prediction， the prediction sensitivity， the prediction specificity and the area under receiver operating characteristic curve（AUC） were all above 0.8 on the test set. Meanwhile， 40 risk factors affecting the occurrence of ADR were screened out from total 600 high-dimensional variables. And the effect of risk factors on the occurrence of ADR was identified by classification weighting. The important risk factors were classified as follows：past history， medication information， name of combined drugs， disease status， number of combined drugs and personal data. ConclusionIn the real world data of rare ADR with a large amount of clinical variables， this paper realized accurate ADR prediction on high-dimensional and class imbalanced condition， and classified and identified the key risk factors and their clinical significance of categories， so as to provide risk early warning for clinical rational drug use and combined drug use， as well as scientific basis for reevaluation of safety of post-marketing TCM.

Peptides are increasingly important resources for biological and therapeutic development, however, their intrinsic susceptibility to proteolytic degradation represents a big hurdle. As a natural agonist for GLP-1R, glucagon-like peptide 1 (GLP-1) is of significant clinical interest for the treatment of type-2 diabetes mellitus, but its in vivo instability and short half-life have largely prevented its therapeutic application. Here, we describe the rational design of a series of α/sulfono-γ-AA peptide hybrid analogues of GLP-1 as the GLP-1R agonists. Certain GLP-1 hybrid analogues exhibited enhanced stability (t _1/2 > 14 days) compared to t _1/2 (<1 day) of GLP-1 in the blood plasma and in vivo. These newly developed peptide hybrids may be viable alternative of semaglutide for type-2 diabetes treatment. Additionally, our findings suggest that sulfono-γ-AA residues could be adopted to substitute canonical amino acids residues to improve the pharmacological activity of peptide-based drugs.