Objective To build the early predictive model for chronic kidney disease(CKD)in hypertension and diabetes patients in the community.Methods The CKD patients were recruited from 4 health care centers in 4 urban areas in Kunming.The control group was residents without hypertension and diabetes(n = 1267).The disease group was residents with hypertension and/or diabetes(n = 566).The questionnaire survey,physical examination,laboratory testing,and 5 SNPs gene types in the PVT1 gene.The risk factors,which were filtered with logistics regression,were used to build predictive models.Four machine learning algorithms were built:support vector machine(SVM),random forest(RF),Na?ve Bayes(NB),and artificial neural network(ANN)models.Results Thirteen indicators included in the final diagnostic model:age,disease type,ethnicity,blood urea nitrogen,creatinine,eGFR from MDRD,ACR,eGFR from EPI2009,PAM13 score,sleep quality survey,staying-up late,PVT1 SNP rs11993333 and rs2720659.The accuracy,specificity,Kappa value,AUC of ROC,and PRC of ANN are greater than those of the other 3 models.The sensitivity of RF is the highest among 4 types of machine learning.Conclusions The ANN predictive model has a good ability of efficiency and classification to predict CKD with hypertension and/or diabetes patients in the community.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective:To analyze the relationship between Twist2 and the prognosis and vascular infiltration of ovarian cancer patients,and to explore the role and mechanism of Twist2 in vascular infiltration of ovarian cancer.Methods:KM plotter was used to explore the correaltion between Twist2 mRNA expression and overall survival(OS),progression free survival(PFS)and post progression survival(PPS)in ovarian cancer.To analyze the cor-relation between Twist2 and vascular infiltration in ovarian cancer using the cancer genomics database cBioPor-tal.In vitro experiment:Transwell method was employed to determine the role of Twist2 in the invasion and migra-tion abilities of ovarian cancer cell CAOV3[blank group,negative control group(siNC group),siTwist2 group].Uti-lizing Realtime-PCR and Western blot to clarify the changes in Twist2 and VEGFC expression in CAOV3 cells af-ter downregulating Twist2 expression at the RNA and protein levels,respectively.Results:①Online data analysis of KM plotter showed that the ovarian cancer patients with high expression of Twist2 were associated with poor prognosis,with OS(HR 1.24,95％Cl 1.01-1.52),PFS(HR 1.39,95％CI 1.14-1.70)and PPS(HR 1.37,95％CI 1.08-1.74)all showing statistical significance(P＜0.05).CBioportal analysis showed that Twist2 mRNA expression was positively correlated with vascular infiltration(r=0.93,P=0.001)and lymphatic infiltration(r=0.89,P=0.009)in ovarian cancer.②Compared with the blank group and siNC group,in vitro experiment Tran-swell assay showed that the invasion and migration ability of ovarian cancer cells in siTwist2 group was significant-ly reduced(P＜0.05).In mRNA and protein level,Realtime-PCR and Western blot showed that compared with the blank group and siNC group,the expression of Twist2,as well as VEGFC,were significantly reduced in the siTwist2 group(P＜0.05).Conclusions:The expression of Twist2 in ovarian cancer is closely related to tumor prognosis and vascular infiltration.After downregulating Twist2,the number of cells that migrate and invade is sig-nificantly reduced,and the expression of VEGFC is reduced.Twist2 can induce migration and invasion of ovarian cancer cells through VEGFC,which may be one of the indicators for prognosis evaluate and targeted therapy of ovarian cancer in future.

Objective To investigate the relationship between the expression of serum microRNA-326(miR-326)and microRNA-623(miR-623)in non-small cell lung cancer(NSCLC)patients and their clinical pathological characteristics and prognosis.Methods A total of 114 NSCLC patients diagnosed in our hospital from March 2019 to June 2020 were collected as study subjects as case group,123 healthy individuals who underwent physical examination were as the control group.According to the 3-year prognosis,patients were separated into a survival group of 71 cases and a death group of 43 cases.Patient related clinical data were collected,real-time fluorescence quantitative PCR method was applied to detect the expression levels of miR-326 and miR-623 in various serum samples;Kaplan-Meier method was applied to analyze the relationship between the expression levels of serum miR-326 and miR-623 in NSCLC patients and their 3-year prognosis;Cox proportional risk regression model was applied to analyze the influencing factors of 3-year prognosis in NSCLC patients.Results The expression levels of serum miR-326 in the case group and control group were 0.64±0.15 and 1.02±0.23,respectively,and the expression levels of miR-623 were 0.56±0.10 and 0.98±0.15,respectively.The difference between the two groups was statistically significant(P＜0.05).The proportions of patients with low expression of miR-326 and miR-623 in low differentiation,TNM stage Ⅲ+Ⅳ,and lymph node metastasis were higher than those in high differentiation,TNM stage Ⅰ and Ⅱ,and no lymph node metastasis(P＜0.05).The 3-year survival rates of patients with low expression of miR-326(20/55,36.36％)and miR-623(27/61,44.26％)in the serum of NSCLC patients were lower than those of patients with high expression of miR-326(51/59,86.44％)and miR-623(44/53,83.02％)(Log Rank x2=32.060,22.812,P＜0.05).Serum miR-326[(0.55±0.09)vs.(0.69±0.11)]and miR-623 levels[(0.48±0.08)vs.(0.61±0.10)]of patients in the death group were significantly lower than those in the survival group(P＜0.05).The area under the curve(AUC)for poor prognosis of serum miR-326 and miR-623 alone and in combination in patients diagnosed with NSCLC were 0.828(95％CI:0.754 to 0.901),0.763(95％CI:0.671 to 0.855),and 0.903(95％CI:0.849 to 0.958),respectively.The proportions of patients with TNM stage Ⅲ+Ⅳ,lymph node metastasis,low expression of miR-326 and low expression of miR-623in the death group were higher than those in the survival group(P＜0.05).MiR-326 and miR-623 were protective factors affecting 3-year mortality in NSCLC patients,while TNM staging and lymph node metastasis were independent risk factors affecting 3-year mortality in NSCLC patients(P＜0.05).Conclusion The low expression of miR-326 and miR-623 may be involved in the occurrence and development of lung cancer,which is closely related to the clinical pathological characteristics and poor prognosis of patients.