1.Habitat model based on lung CT for predicting brain metastasis of lung adenocarcinoma with epidermal growth factor receptor mutation
Lijuan LIN ; Ying LIN ; Yanqing WU ; Xiang LIN ; Wei GUO ; Yang SONG ; Dehua CHEN
Chinese Journal of Interventional Imaging and Therapy 2024;21(7):408-413
Objective To observe the value of habitat model based on lung CT for predicting brain metastasis(BM)of lung adenocarcinoma with epidermal growth factor receptor(EGFR)mutation.Methods Data of plain lung CT of 198 lung adenocarcinoma patients with EGFR-mutant were retrospectively analyzed.The patients were divided into training set(n=138)and test set(n=60)at the ratio of 7∶3,and further divided into BM subgroup and non-BM subgroup in each set.Then a logistic regression(LR)clinical model was constructed using variables being statistically different between subgroups in training set.For features extracted from tumor and subregion of tumor,radiomics models and habitat models were constructed based on random forest,Gaussian process(GP)and support vector machine(SVM)algorithms,and the best radiomics and habitat models with generalization ability were screened.LR combined model was constructed based on the predicted values of the best radiomics and habitat models with generalization ability,as well as the clinical model.Then receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of each model for predicting BM of lung adenocarcinoma with EGFR-mutant.Spearman correlation analysis was performed to observe the correlations between Ki-67 and habitat features of lung adenocarcinoma with EGFR-mutant.Results AUC of LR clinical model,GP radiomics model,SVM habitat model and LR combined model for predicting BM of lung adenocarcinoma with EGFR-mutant was 0.700,0.726,0.801 and 0.834 in training set,0.754,0.600,0.715 and 0.848 in test set,respectively.AUC of LR combined model was higher than that of LR clinical model in training set(P<0.001),also higher than that of GP radiomics model in test set(P=0.010).Compared with GP radiomics model and SVM habitat model,the performance of LR combined model was significantly and positively improved in training set(integrated discrimination improvement index[IDI]=8.60%,8.55%,both P<0.001).Ki-67 level of EGFR-mutant lung adenocarcinoma was lowly and positively correlated with habitatmap_original_glszm_lalgle extracted from habitat map(│rs│=0.201,P=0.004).Conclusion The habitat model based on lung CT could be used to predict BM of lung adenocarcinoma with EGFR-mutant effectively.
2.Analysis of differentially expressed genes in visceral adipose tissue of patients with type 2 diabetes mellitus based on bioinformatics
Ying LI ; Jiaxiang LU ; Lu HE ; Xiaojie XIE ; Ren LIN ; Shiqi TANG ; Lijuan XU
Chinese Journal of Health Management 2024;18(12):910-915
Objective:To analyze the differentially expressed genes (DEGs) in visceral adipose tissue of patients with type 2 diabetes mellitus (T2DM) based on bioinformatics.Methods:The microarray dataset GSE78721 was downloaded from the Gene Expression Omnibus (GEO) database, including visceral fat samples data from 19 T2DM patients and 16 non-diabetic subjects. The analysis of transcriptomic profiling results from tissue samples was conducted, and a comparison between different groups of samples based on gender was performed. The online Xintao Academic Database was utilized for the analysis, employing the "limma" package in R language to filter DEGs. Subsequently, the DEGs were visualized, and Gene Ontology (GO) functional annotation along with Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis were carried out and visualized. Based on the Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database, a protein-protein interaction network (PPI) of DEGs was constructed and key differentially expressed genes were identified and visualized using Cytoscape software.Results:Analysis of visceral adipose tissue gene expression profiles revealed 168 DEGs (|log 2FC|≥1, P<0.05). In females, 42 mRNAs were up-regulated, 3 were down-regulated; in males, 105 were up-regulated, 37 were down-regulated, 19 genes were shared by the two groups. GO analysis linked DEGs to insulin-like growth factor receptor signaling and regulation, nutrient response, and leukocyte migration. KEGG analysis implicated extracellular matrix receptor interactions and leukocyte transendothelial migration. The PPI network unveiled 10 key genes, including COL1A1, COL1A2, TGFB3, PCOLCE, TIMP1, COL6A2, COMP, COL14A1, VCAM1 and THY1. Conclusion:Bioinformatics technology can effectively analyze and screen DEGs in visceral adipose tissue of T2DM patients, providing useful clues for further exploring its molecular mechanism and finding therapeutic targets.
3.Rheumatoid arthritis complicated with cervical actinomycosis and ureteral obstruction:A case report and literature review
Haina GAN ; Xiang REN ; Yao ZOU ; Lihua LI ; Jingtao DING ; Lijuan PENG ; Ying XIONG ; Xianyao LI ; Wei XIAO
Journal of Central South University(Medical Sciences) 2024;49(5):818-824
Actinomycosis is a rare chronic granulomatous disease characterized by granuloma formation and tissue fibrosis with sinus tracts,often misdiagnosed due to its similarity to many infectious and non-infectious diseases.This report presents a case of a 60-year-old female with more than 10 years history of rheumatoid arthritis who developed actinomycosis infection after long-term treatment with immunosuppressants and biologics,including methotrexate,leflunomide,and infliximab,leading to recurrent joint pain,poorly controlled rheumatoid arthritis activity,and persistent elevation of white blood cell counts.Abdominal CT revealed a pelvic mass and right ureteral dilation.Pathological examination of cervical tissue showed significant neutrophil infiltration and sulfur granules,indicating actinomycosis.The patient received 18 months of doxycycline treatment for the infection and continued rheumatoid arthritis therapy with leflunomide,hydroxychloroquine sulfate,and tofacitinib,resulting in improved joint symptoms and normalized white blood cell counts.After 2 years of follow-up,the patient remained stable with no recurrence.This case highlights the importance of clinicians being vigilant for infections,particularly chronic,occult infections from rare pathogens,in rheumatoid arthritis patients on potent immunosuppressants and biologics,advocating for early screening and diagnosis.
4.Maturity-onset diabetes of the young type 3 complicated with type 5:A case report and literature review
Lijuan LI ; Liuping GONG ; Ailin ZHENG ; Qiaoling YANG ; Danlan PU ; Ying ZHANG
Journal of Central South University(Medical Sciences) 2024;49(6):848-855
This report describes a case of maturity-onset diabetes of the young(MODY)type 3(MODY3)complicated with type 5(MODY5),including the patient's clinical features,diagnosis,and treatment,and reviews relevant literature.Using next-generation sequencing of MODY(types 1-14)gene exons and Sanger sequencing for verification,the patient and her mother were assessed.Based on the clinical phenotype and genetic test results,the patient was diagnosed as MODY3 combined with MODY5.Treatment included insulin and linagliptin,with monitoring of blood glucose changes.Clinicians should enhance their understanding of MODY clinical phenotypes.In adolescents with diabetes who have congenital pancreatic and renal developmental defects,elevated high-density lipoprotein cholesterol,no spontaneous ketosis,insulin secretion defects,negative pancreatic autoantibodies,no significant insulin resistance,and who are not obese,gene testing should be conducted to screen for MODY.Accurate diagnosis and personalized treatment can aid in achieving glycemic control,improving quality of life,and optimizing reproductive planning.
5.A risk scoring model based on M2 macrophage-related genes for predicting prognosis of HBV-related hepatocellular carcinoma
Pengcheng LIU ; Lijuan LOU ; Xia LIU ; Jian WANG ; Ying JIANG
Journal of Southern Medical University 2024;44(5):827-840
Objective To investigate the prognostic value of M2 macrophage-related genes(MRG)in hepatitis B virus(HBV)-related hepatocellular carcinoma(HCC).Methods The transcriptome data of 73 patients with HBV-related HCC were obtained from TCGA database,and the MRG modules were identified by WGCNA.The MRG-based risk scoring model was constructed by LASSO regression analysis and validated using an external dataset.The correlation of the risk score with immune cell infiltration and drug sensitivity of HCC were analyzed with CIBERSORT and R.pRRophetic.The signaling pathways of the differential genes between the high-and low-risk groups were investigated using GSVA and GSEA enrichment analyses,and MRG expressions at the single cell level were validated using R.Seurat.The cell interaction intensity was analyzed by R.Cellchat to identify important cell types related to HCC progression.MRG expression levels were detected by RT-qPCR in THP-1 cells with HCC-conditioned medium-induced M2 polarization and in HBV-positive HCC cells.Results A high M2 macrophage infiltration level was significantly correlated with a poor prognosis of HCC,and 5 hub MRG(VTN,GCLC,PARVB,TRIM27,and GMPR)were identified.The overall survival of HCC patients was significantly lower in the high-risk than in the low-risk group.The high-and the low-risk groups showed significant enrichment of M2 macrophages and na?ve B cells,respectively,and were sensitive to BI.2536 and to AG.014699,AKT.inhibitor.Ⅷ,AZD.0530,AZD7762,and BMS.708163,respectively.The proliferation-related and metabolism-related pathways were enriched in the high-risk group,where monocytes showed the most active cell interactions during HCC progression.VTN was significantly upregulated in HCC cell lines,while GCLC,PARVB,TRIM27,and GMPR were upregulated in M2 THP-1 cells.Conclusion The MRG-based risk scoring model can accurately predict the prognosis of HBV-related HCC and reveal the differences in tumor microenvironment to guide precision treatment of the patients.
6.A risk scoring model based on M2 macrophage-related genes for predicting prognosis of HBV-related hepatocellular carcinoma
Pengcheng LIU ; Lijuan LOU ; Xia LIU ; Jian WANG ; Ying JIANG
Journal of Southern Medical University 2024;44(5):827-840
Objective To investigate the prognostic value of M2 macrophage-related genes(MRG)in hepatitis B virus(HBV)-related hepatocellular carcinoma(HCC).Methods The transcriptome data of 73 patients with HBV-related HCC were obtained from TCGA database,and the MRG modules were identified by WGCNA.The MRG-based risk scoring model was constructed by LASSO regression analysis and validated using an external dataset.The correlation of the risk score with immune cell infiltration and drug sensitivity of HCC were analyzed with CIBERSORT and R.pRRophetic.The signaling pathways of the differential genes between the high-and low-risk groups were investigated using GSVA and GSEA enrichment analyses,and MRG expressions at the single cell level were validated using R.Seurat.The cell interaction intensity was analyzed by R.Cellchat to identify important cell types related to HCC progression.MRG expression levels were detected by RT-qPCR in THP-1 cells with HCC-conditioned medium-induced M2 polarization and in HBV-positive HCC cells.Results A high M2 macrophage infiltration level was significantly correlated with a poor prognosis of HCC,and 5 hub MRG(VTN,GCLC,PARVB,TRIM27,and GMPR)were identified.The overall survival of HCC patients was significantly lower in the high-risk than in the low-risk group.The high-and the low-risk groups showed significant enrichment of M2 macrophages and na?ve B cells,respectively,and were sensitive to BI.2536 and to AG.014699,AKT.inhibitor.Ⅷ,AZD.0530,AZD7762,and BMS.708163,respectively.The proliferation-related and metabolism-related pathways were enriched in the high-risk group,where monocytes showed the most active cell interactions during HCC progression.VTN was significantly upregulated in HCC cell lines,while GCLC,PARVB,TRIM27,and GMPR were upregulated in M2 THP-1 cells.Conclusion The MRG-based risk scoring model can accurately predict the prognosis of HBV-related HCC and reveal the differences in tumor microenvironment to guide precision treatment of the patients.
7.Qualitative research on influencing factors of hospice care carried out by clinical nurses in general hospitals under the mode of hospice shared care model
Weibin ZHANG ; Ying QIAN ; Yuyu SUN ; Lijuan LIU
Chinese Journal of Practical Nursing 2024;40(28):2213-2219
Objective:To explore the influencing factors of clinical nurses in general hospitals to carry out hospice care under hospice shared care model, and further improve the quality of hospice care in general hospitals under this mode.Methods:Using the descriptive phenomenological research method, 13 clinical nurses from Sir Run Run Shaw Hospital Affiliated to Medical School of Zhejiang University were selected by purposive sampling from June to September 2023. Semi-structured interviews were conducted based on the capacity opportunity-motivation-behavior model, and Colaizzi′s 7-step analysis method was used to summarize and refine the theme.Results:There were 3 males and 10 females, aged 24-38 years old. Three themes and 11 sub-themes were extracted in this study: ability factors (theoretical knowledge cannot meet clinical needs, lack of clinical practice ability, insufficient self emotional regulation ability), motivation factors (willingness to carry out hospice shared care model, sense of professional benefit, professional identity, perception of care pressure, hospice care self-efficacy), opportunity factors (the influence of Confucian culture, systematic construction of hospice shared care model in hospitals, and multiple external support).Conclusions:Nurses' hospice care under hospice shared care model is affected by internal and external factors. Nurses can learn through multiple channels, find positive work experience, and use multi-dimensional support system to provide high-quality hospice care services for patients.
8.Efficacy comparison of botulinum toxin A injection and extraocular muscle surgery in the treatment of large angle acute acquired concomitant esotropia
Jiong ZHANG ; Lijuan LANG ; Junbo RONG ; Limin XU ; Kexin GUO ; Luxi ZHANG ; Ying WANG ; Yujie LIU ; Zhigang LI
International Eye Science 2024;24(6):960-964
AIM: To explore the variance in efficacy between botulinum toxin A(BTA)injection and extraocular muscle surgery in managing large-angle(≥+60 PD)acute acquired concomitant esotropia(AACE).METHODS: A retrospective analysis was conducted on clinical data of 60 patients with AACE treated at our hospital from June 2020 to December 2022. Patients were divided into three groups based on different treatments: 2.5 IU BTA injection group(14 cases), 5.0 IU BTA injection group(29 cases), and surgical group(17 cases). Follow-up was conducted for 6 mo after treatment to observe the degree of strabismus after the correction of refractive error, visual function, treatment effectiveness, and occurrence of complications after BTA injection.RESULTS: At 6 mo post-treatment, the degree of strabismus in the surgical group and the 5.0 IU BTA injection group was lower than that in the 2.5 IU BTA injection group(P<0.017). However, there was no significant difference in the degree of strabismus between the surgical group and the 5.0 IU BTA injection group(P>0.017). The effective rate of the 5.0 IU BTA injection group was higher than that of the 2.5 IU BTA injection group(86% vs 43%, P<0.017). There was no difference in visual function among the three groups(P>0.05). The incidence of complications after treatment was not significantly different between the 2.5 IU BTA injection group and the 5.0 IU BTA injection group(43% vs 52%, P>0.05).CONCLUSION: For AACE patients with esotropia degree ≥+60 PD, bilateral medial rectus injection of 5.0 IU BTA can yield outcomes comparable to traditional extraocular muscle surgery, with the advantages of minimal trauma and simple and convenient operation.
9.Executive functions of obese adolescents
LI Ying, YIN Xiaojian, MA Yuanyuan, WANG Jinxian, WU Huipan, ZHANG Yingkun, SHI Lijuan, LI Yong
Chinese Journal of School Health 2024;45(3):313-316
Objective:
To explore of executive function in obese adolescents, so as to provide a reference for executive function enhancement intervention in obese adolescents.
Methods:
A convenience sample of 1 227 adolescents aged 13-18 years was selected from 2 secondary schools in Taiyuan City during March-April 2023. The Flanker task, N-back task and More odd shifting task was used to compare the different subfunctions of executive function (refreshing function, shifting function, inhibiting function) of 61 obese adolescents and 70 normal weight adolescents. Independent samples t-tests was used for between group comparisons and Cohen s d -tests was used to calculate between group differences in executive function between the two groups of adolescents.
Results:
Compared with the group of normal weight, time responses of the inhibitory function [(29.73±19.55)ms], the refreshing function [1-back: (1 088.75±275.76)ms, 2-back:( 1 285.44± 355.16)ms] and the shifting function [(380.34±153.18) ms] in the obese group were significantly longer than those in the normal weight group [(14.86±20.27, 888.38±286.57, 1 126.20± 287.43 , 323.12±134.71) ms] ( t =4.26, 4.06, 1.92,2.26, P < 0.05 ); inhibitory function (0.91±0.09) and 1-back (0.73±0.24) were also significantly less correct than in the normal weight group (0.94±0.05, 0.83±0.21) ( t =-2.04, -2.04, P <0.05). Obese adolescents showed moderate adverse effect sizes in the inhibition function ( d =0.746,0.712) and the refresh function 1-back, and smaller adverse effect sizes in the refresh function 2-back and the conversion function( d =0.497,0.398).
Conclusion
Obese adolescents have significant executive function deficits, but the degree of adverse varies across sub-functions, with inhibitory function being the core deficit component of executive function in obese adolescents.
10.Relationship between cardiorespiratory fitness and executive function in adolescents
Chinese Journal of School Health 2024;45(3):317-321
Objective:
To explore the relationship between cardiorespiratory fitness and executive function in Chinese adolescents, so as to provide a reference for promoting the overall development of Chinese adolescents physical and mental health.
Methods:
From September to December 2022, a total of 5 018 adolescents aged 13 to 18 years from Shanghai, Suzhou, Taiyuan, Wuyuan, Xingyi, and Urumqi were selected by stratified cluster sampling method to assess cardiorespiratory fitness and executive function. Pearson s correlation and linear hierarchical regression were performed to analyze the relationship between cardiorespiratory fitness and executive functions.
Results:
Among the sample of adolescents, maximal oxygen consumption (VO 2max ) was negatively correlated with the refreshing(1-back, 2-back) and conversion executive function responses ( r=-0.07, -0.12, -0.12, P <0.01). Linear regression analysis showed that VO 2max was negatively correlated with the reaction times of the refreshing(1-back, 2-back) and conversion functions ( B=-2.99, -6.44, -1.69, P <0.01).
Conclusions
Higher cardiorespiratory fitness among adolescents is associated with better performance in executive function. Teenagers should strengthen high intensity cardiopulmonary endurance exercise to promote the improvement of executive function.


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