1.Value of triglyceride glucose-body mass index in evaluating the severity of hyperlipidemic acute pancreatitis
Pingping LUO ; Qun LIU ; Liwen HUANG
Journal of Clinical Hepatology 2024;40(8):1661-1665
Objective To investigate the value of triglyceride glucose-body mass index(TyG-BMI)index in predicting the severity of hyperlipidemic acute pancreatitis(HLAP).Methods A retrospective analysis was performed for the clinical data of 185 patients with HLAP who were admitted to Tianyou Hospital Affiliated to Wuhan University of Science and Technology from January 2021 to December 2023,and according to the revised Atlanta classification criteria for acute pancreatitis,they were divided into mild group with 95 patients and moderate or severe group with 90 patients.Clinical features were compared between the two groups to analyze the correlation between TyG-BMI and the severity of HLAP,and the efficacy of TyG-BMI in predicting the severity of HLAP was analyzed.The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between two groups,and 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 influencing factors for the severity of HLAP.A Spearman correlation analysis was used to investigate the correlation between TyG-BMI and the severity of HLAP,and the receiver operating characteristic(ROC)curve was used to analyze the efficacy of TyG-BMI in predicting the severity of HLAP.Results There were significant differences between the mild group and the moderate or severe group in creatinine,blood glucose(GLU),triglyceride,TyG-BMI,and Bedside Index for Severity in Acute Pancreatitis(BISAP)score(Z=-2.059,-7.217,-7.799,-9.566 and-11.386,all P<0.05).The multivariate Logistic regression analysis showed that BISAP score(odds ratio[OR]=4.221,95%confidence interval[CI]:1.421-12.538,P=0.001),TyG-BMI(OR=1.262,95%CI:1.140-1.396,P=0.010),and GLU(OR=1.316,95%CI:1.040-1.666,P=0.022)were independent risk factors for the severity of HLAP and were positively correlated with the severity of HLAP(r=0.839,0.705,and 0.532,all P<0.05).In the comparison of the efficacy of these indicators in predicting the severity of HLAP,TyG-BMI had a slightly lower efficacy than BISAP score(Z=-4.368,P<0.001)and a significantly better efficacy than GLU(Z=2.155,P<0.001),with an area under the ROC curve of 0.891,a sensitivity of 91.10%,and a specificity of 96.80%.Conclusion TyG-BMI index has a certain value in predicting the severity of HLAP and can be used in clinical comprehensive assessment of HLAP.
2.Application value of CT extracellular volume fraction in diagnosis and classification of acute pancreatitis
Liwen WANG ; Fusheng OUYANG ; Xiyi HUANG ; Jialing PAN ; Ming CHEN ; Lanni ZHOU ; Qiugen HU ; Baoliang GUO
Journal of Practical Radiology 2024;40(7):1091-1095
Objective To investigate the application value of extracellular volume fraction(ECV)obtained from enhanced CT in diagnosis and classification of acute pancreatitis.Methods The clinical data from patients with acute pancreatitis(acute pancreatitis group)and normal controls(control group)underwent enhanced CT were analyzed retrospectively.The CT values of pancreas and abdominal aorta in the same sclice on precontrast and equilibrium-phase images were measured,and then pancreatic ECV was calcu-lated.The measured parameters were compared between the groups of control and acute pancreatitis,and subgroups of non-severe and severe pancreatitis.The logistic regression analysis was used to identify the risk factors for acute pancreatitis and severe pancrea-titis,and the receiver operating characteristic(ROC)curve was used to analyze the diagnostic efficiency in diagnosis and classifica-tion of acute pancreatitis.Results The pancreatic CT value and ECV were independent risk factors for acute pancreatitis(P<0.05),and the ECV was an independent risk factor for severe pancreatitis(P<0.05).The area under the curve(AUC)of ECV was higher in acute pancreatitis group(0.81)and severe pancreatitis subgroup(0.68).Conclusion As a quantitative parameter,the ECV obtained from enhanced CT has higher clinical application value and higher popularity in the diagnosis and classification of acute pancreatitis.
3.3-Methyladenine alleviates early renal injury in diabetic mice by inhibiting AKT signaling
Benju LIU ; Yelei WANG ; Haiwen REN ; Liwen OU ; Xuan DENG ; Mengxin HUANG ; Xin WU ; Quan GONG
Journal of Southern Medical University 2024;44(7):1236-1242
Objective To explore the mechanism of 3-methyladenine(3-MA)for alleviating early diabetic renal injury.Methods Mouse models of streptozotocin(STZ)-induced diabetes mellitus were randomized into model group and 3-MA treatment group for daily treatments with normal saline and 10 mg/kg 3-MA by gavage for 6 weeks,respectively.Body weight and fasting blood glucose of the mice were recorded every week.After the treatments,the kidneys of the mice were collected for measurement kidney/body weight ratio,examination of glomerular size with PAS staining,and detection of α-SMA and PCNA expressions using Western blotting and immunohistochemistry.SV40 MES 13 cells cultured in normal glucose(5.6 mmol/L)and high glucose(30 mmol/L)were treated with 24.4 mmol/L mannitol and 5 mmol/L 3-MA for 24 h,respectively,and the changes in cell viability and PCNA expression were examined using CCK8 assay and Western blotting.Bioinformatics analysis of the intersecting gene targets of diabetic kidney disease(DKD)and 3-MA was performed,and the results were verified by Western blotting both in vivo and in vitro.Results In the diabetic mice,treatment with 3-MA produced a short-term hypoglycemic effect,reduced the kidney/body weight ratio and glomerular hypertrophy,and decreased the expressions of α-SMA and PCNA in the renal cortex.In the in vitro study,3-MA significantly lowered the viability and reduced PCNA expression in SV40 MES 13 cells exposed to high glucose.The results of bioinformatic analysis identified AKT1 as the key gene in the therapeutic mechanism of 3-MA for DKD.Western blotting confirmed that 3-MA inhibited the phosphorylation of AKT and S6 in both the renal cortex of diabetic mice and high glucose-treated SV40 MES 13 cells.Conclusion 3-MA suppresses mesangial cell proliferation and alleviates early diabetic renal injury in mice possibly by inhibiting AKT signaling.
4.An advanced machine learning method for simultaneous breast cancer risk prediction and risk ranking in Chinese population: A prospective cohort and modeling study
Liyuan LIU ; Yong HE ; Chunyu KAO ; Yeye FAN ; Fu YANG ; Fei WANG ; Lixiang YU ; Fei ZHOU ; Yujuan XIANG ; Shuya HUANG ; Chao ZHENG ; Han CAI ; Heling BAO ; Liwen FANG ; Linhong WANG ; Zengjing CHEN ; Zhigang YU
Chinese Medical Journal 2024;137(17):2084-2091
Background::Breast cancer (BC) risk-stratification tools for Asian women that are highly accurate and can provide improved interpretation ability are lacking. We aimed to develop risk-stratification models to predict long- and short-term BC risk among Chinese women and to simultaneously rank potential non-experimental risk factors.Methods::The Breast Cancer Cohort Study in Chinese Women, a large ongoing prospective dynamic cohort study, includes 122,058 women aged 25-70 years old from the eastern part of China. We developed multiple machine-learning risk prediction models using parametric models (penalized logistic regression, bootstrap, and ensemble learning), which were the short-term ensemble penalized logistic regression (EPLR) risk prediction model and the ensemble penalized long-term (EPLT) risk prediction model to estimate BC risk. The models were assessed based on calibration and discrimination, and following this assessment, they were externally validated in new study participants from 2017 to 2020.Results::The AUC values of the short-term EPLR risk prediction model were 0.800 for the internal validation and 0.751 for the external validation set. For the long-term EPLT risk prediction model, the area under the receiver operating characteristic curve was 0.692 and 0.760 in internal and external validations, respectively. The net reclassification improvement index of the EPLT relative to the Gail and the Han Chinese Breast Cancer Prediction Model (HCBCP) models for external validation was 0.193 and 0.233, respectively, indicating that the EPLT model has higher classification accuracy.Conclusions::We developed the EPLR and EPLT models to screen populations with a high risk of developing BC. These can serve as useful tools to aid in risk-stratified screening and BC prevention.
5.3-Methyladenine alleviates early renal injury in diabetic mice by inhibiting AKT signaling
Benju LIU ; Yelei WANG ; Haiwen REN ; Liwen OU ; Xuan DENG ; Mengxin HUANG ; Xin WU ; Quan GONG
Journal of Southern Medical University 2024;44(7):1236-1242
Objective To explore the mechanism of 3-methyladenine(3-MA)for alleviating early diabetic renal injury.Methods Mouse models of streptozotocin(STZ)-induced diabetes mellitus were randomized into model group and 3-MA treatment group for daily treatments with normal saline and 10 mg/kg 3-MA by gavage for 6 weeks,respectively.Body weight and fasting blood glucose of the mice were recorded every week.After the treatments,the kidneys of the mice were collected for measurement kidney/body weight ratio,examination of glomerular size with PAS staining,and detection of α-SMA and PCNA expressions using Western blotting and immunohistochemistry.SV40 MES 13 cells cultured in normal glucose(5.6 mmol/L)and high glucose(30 mmol/L)were treated with 24.4 mmol/L mannitol and 5 mmol/L 3-MA for 24 h,respectively,and the changes in cell viability and PCNA expression were examined using CCK8 assay and Western blotting.Bioinformatics analysis of the intersecting gene targets of diabetic kidney disease(DKD)and 3-MA was performed,and the results were verified by Western blotting both in vivo and in vitro.Results In the diabetic mice,treatment with 3-MA produced a short-term hypoglycemic effect,reduced the kidney/body weight ratio and glomerular hypertrophy,and decreased the expressions of α-SMA and PCNA in the renal cortex.In the in vitro study,3-MA significantly lowered the viability and reduced PCNA expression in SV40 MES 13 cells exposed to high glucose.The results of bioinformatic analysis identified AKT1 as the key gene in the therapeutic mechanism of 3-MA for DKD.Western blotting confirmed that 3-MA inhibited the phosphorylation of AKT and S6 in both the renal cortex of diabetic mice and high glucose-treated SV40 MES 13 cells.Conclusion 3-MA suppresses mesangial cell proliferation and alleviates early diabetic renal injury in mice possibly by inhibiting AKT signaling.
6.Predictors of Difficult Laryngeal Exposure in Suspension Laryngoscopy: A Systematic Review and Meta-Analysis
Mengshu WANG ; Yong LIU ; Yuanzheng QIU ; Huihong CHEN ; Wang LIWEN ; Donghai HUANG ; Xin ZHANG ; Guo LI
Clinical and Experimental Otorhinolaryngology 2024;17(2):177-187
Objectives:
. Considerable research has been focused on independent predictors of difficult laryngeal exposure (DLE) during suspension laryngoscopy. However, previous studies have yielded inconsistent results and conclusions. Consequently, we performed a meta-analysis of the existing literature with the aim of identifying significant parameters for a standardized preoperative DLE prediction system.
Methods:
. We systematically retrieved articles from the PubMed, Embase, Web of Science, China National Knowledge Infrastructure, and Wanfang databases up to October 2022. Data from eligible studies were extracted and analyzed using the R programming language. The effect measures included odds ratios (ORs) with 95% confidence intervals (CIs) for dichotomous variables and mean differences (MDs) with 95% CIs for continuous variables.
Results:
. The search yielded 1,574 studies, of which 18 (involving a total of 2,263 patients) were included. Pooled analysis demonstrated that patients with DLE during microsurgery tended to be male (OR, 1.73; 95% CI, 1.16–2.57); were older (MD, 5.47 years, 95% CI, 2.44–8.51 years); had a higher body mass index (BMI; MD, 1.19 kg/m2; 95% CI, 0.33–2.05 kg/m2); had a greater neck circumference (MD, 2.50 cm; 95% CI, 1.56–3.44 cm); exhibited limited mouth opening (MD, −0.52 cm; 95% CI, −0.88 to −0.15 cm); had limited neck flexibility (MD, −10.05 cm; 95% CI, −14.10 to −6.00 cm); displayed various other anatomical characteristics; and had a high modified Mallampati index (MMI) or test score (OR, 3.37; 95% CI, 2.07–5.48).
Conclusion
. We conducted a comprehensive and systematic analysis of the factors relevant to DLE. Ultimately, we identified sex, age, BMI, neck circumference, MMI, inter-incisor gap, hyomental distance, thyromental distance, sternomental distance, and flexion-extension angle as factors highly correlated with DLE.
7.A preliminary study of dihydroartemisinin inhibiting migration invasion and vasculogenic mimicry of non⁃small cell lung cancer cells
Bingqi Hu ; Jing Zhou ; Junfeng Huang ; Liwen Chen
Acta Universitatis Medicinalis Anhui 2023;58(5):766-771
Objective :
To investigate the effects of dihydroartemisinin ( DHA) on cell growth , migration invasion
and vasculogenic mimicry ability of non⁃small cell lung cancer ( NSCLC) .
Methods :
Different concentrations of DHA were added to NSCLC cell lines A549 and H3255 , and after 24 hours , the cell viability was detected by CCK8 method , and the migration and invasion ability of NSCLC cells was detected by Transwell experiment . qRT⁃PCR and Western blot detected E ⁃cadherin , N ⁃cadherin , and Vimentin mRNA and protein expression levels , respectively .Three⁃dimensional cell was cultured to observe the vascular⁃like morphological generation of cells . qRT⁃PCR and Western blot detected human vascular endothelial cadherin (VE⁃cadherin) mRNA and protein expression levels as marker of vasculogenic mimicry .
Results :
DHA inhibited cell growth of A549 and H3255 and showed time⁃dependent and concentration⁃dependent . DHA inhibits the invasion and metastasis ( all P < 0. 001) of A549 and H325 cells ; DHA upregulated the expression of E ⁃Cadherin at mRNA(all P < 0. 001) and protein(P < 0. 001;P < 0. 01) levels in A549 and H3255 cells , and downregulated the expression of N ⁃cadherin at mRNA (all P < 0. 01) and protein (all P < 0. 001) levels as well as the expression of Vimentin at mRNA (P < 0. 01;P < 0. 001) and protein (all P < 0. 001) levels . The results of three⁃dimensional cell culture showed that the 12⁃hour vasculogenic mimicry generation capacity of DHA⁃treated A549 cells and H3255 cells was reduced , and the expressions of VE⁃cadherin at mRNA (P < 0. 001;P < 0. 01) and protein (all P < 0. 001) levels were downregulated .
Conclusion
Dihydroartemisinin inhibits the growth , migration invasion and vasculogenic mimicry ability of non⁃small cell lung cancer cells
8.Correlation analysis between EGFR mutation and brain metastasis in lung adenocarcinoma
Jing Zhou ; Bingqi Hu ; Junfeng Huang ; Yu Liu ; Nannan Wang ; Liwen Chen
Acta Universitatis Medicinalis Anhui 2023;58(6):925-929
Objective:
To explore the correlation between epidermal growth factor receptor ( EGFR) mutation and brain metastasis in lung adenocarcinoma.
Methods:
Comparisons of brain metastasis between lung adenocarcinoma patients with EGFR exon 19 deletion ( 19 Del) and a single point mutation of L858R in exon 21 (21 L858R) at initial diagnosis and after EGFR-TKIs targeted therapy were analyzed.The CCK-8 assay was used to detect and calculate the semi-inhibitory concentration (IC50 ) of gefitinib against EGFR-mutated lung adenoma cell lines PC9 and H3255 .
Results:
Of the 410 patients with lung adenocarcinoma,a total of 153 (37. 3% ) cases had brain metastasis.Age,lymph node metastasis and 21 L858R mutation were high-risk factors for brain metastasis of lung adenocarcinoma.Among newly diagnosed 48 EGFR-mutated lung adenocarcinoma patients with brain metastasis ,the number of 19 Del and 21 L858R were 14 and 34,respectively (P = 0. 006) .There were 17 patients with 19 Del and 20 patients with 21 L858R were observed to complicated by brain metastasis after receiving EGFR-TKIs targeted therapy.The median time of brain metastasis after EGFR-TKIs treatment were 15 months (8. 50,25. 00) and 7 months (4. 25,12. 25 ) ,respectively ( P = 0. 013 ) . The IC50 of PC9 and H3255 to gefitinib were (0. 037 ± 0. 008) and (0. 150 ± 0. 040) μmol / L,respectively (P = 0. 007) .
Conclusion
Age younger than or equal to 60 years,lymph node N2-3 stage,and EGFR 21 L858R mutation are high-risk factors for brain metastases in patients with lung adenocarcinoma,and the latter still has a shorter time to brain metastases than 19 Del mutations after treatment with EGFR-TKIs,which may be related to drug sensitivity.
9.Expression and clinical significance of vascular and vasculogenic mimicry generation factors VEGFA and MMP⁃14 in lung adenocarcinoma
Hui Li ; Junfeng Huang ; Jing Zhou ; Tingdong Zhou ; Liwen Chen
Acta Universitatis Medicinalis Anhui 2023;58(7):1171-1177
Objective :
To investigate the expression and clinical significance of classic vascular endothelial growth factor A (VEGFA) and vasotropic mimicry factor matrix metalloproteinase 14 (MMP⁃14) in lung adenocarcinoma(LUAD) .
Methods :
The expression levels of MMP⁃14 and VEGFA genes and proteins in LUAD and their correlation with survival and prognosis were analyzed using TCGA and UALCAN databases . Serum of 69 patients with LUAD and 20 healthy subjects (control group) was collected , and the contents of MMP⁃14 and VEGFA were detected by ELISA and chemiluminescence , respectively , to analyze the correlation between the two and the clinicopathological features of tumors and their value in prediction and diagnosis of LUAD .
Results:
The levels of MMP⁃14 and VEGFA in LUAD tissues and serum were higher than those in control group . There were significant differences in serum VEGFA and MMP⁃14 expression levels among early stage group , advanced stage group and control group (P< 0. 001) . MMP⁃14 was higher in T3 /T4 stage than that in T1 /T2 stage (P = 0. 045) , higher in N2 /N3 stage than that in N0 /N1 stage (P = 0. 035) , and higher in the pleural metastasis group than that in the non⁃pleural metastasis group (P = 0. 034) . VEGFA level was higher in M 1 than M0 (P = 0. 025) . Elevated VEGFA level was a risk factor for LUAD (P = 0. 002) . The area under the curve (AUC) of MMP⁃14 , VEGFA and CEA alone was 0. 793 , 0. 849 and 0. 851 , respectively , and the AUC of the combined test was 0. 952 . The overall survival ( OS) and disease specific survival (DSS) of MMP⁃14 and VEGFA low expression group were longer than those of MMP⁃14 and VEGFA high expression group (P < 0. 05) .
Conclusion
High expression of MMP⁃14 and VEGFA in LUAD is associated with the growth , invasion and metastasis of LUAD , respectively , and has implications for survival prognosis determination .
10.Development of auxiliary substation system for endoscopic ultrasound bile duct scanning based on deep learning
Li HUANG ; Jun ZHANG ; Huiling WU ; Liwen YAO ; Tao DENG ; Honggang YU
Chinese Journal of Digestive Endoscopy 2022;39(4):295-300
Objective:To construct a deep learning-based artificial intelligence endoscopic ultrasound (EUS) bile duct scanning substation system to assist endoscopists in learning multi-station imaging and improve their operation skills.Methods:A total of 522 EUS videos in Renmin Hospital of Wuhan University and Wuhan Union Hospital from May 2016 to October 2020 were collected, and images were captured from these videos, including 3 000 white light images and 31 003 EUS images from Renmin Hospital of Wuhan University, and 799 EUS images from Wuhan Union Hospital. The pictures were divided into training set and test set in the EUS bile duct scanning system. The system included filtering model of white light gastroscopy images (model 1), distinguishing model of standard station images and non-standard station images (model 2) and substation model of EUS bile duct scanning standard images (model 3), which were used to classify the standard images into liver window, stomach window, duodenal bulb window, and duodenal descending window. Then 110 pictures were randomly selected from the test set for a man-machine competition to compare the accuracy of multi-station imaging by experts, advanced endoscopists and the artificial intelligence model.Results:The accuracies of model 1 and model 2 were 100.00% (1 200/1 200) and 93.36% (2 938/3 147) respectively. Those of model 3 on the internal validation dataset in each classification were 97.23% (1 687/1 735) in liver window, 96.89% (1 681/1 735) in stomach window, 98.73% (1 713/1 735) in duodenal bulb window, and 97.18% (1 686/1 735) in duodenal descending window. And those on the external validation dataset were 89.61% (716/799) in liver window, 92.74% (741/799) in stomach window, 90.11% (720/799) in duodenal bulb window, and 92.24% (737/799) in duodenal descending window. In the man-machine competition, the accuracy of the substation model was 89.09% (98/110), which was higher than that of senior endoscopists [85.45% (94/110), 74.55% (82/110), and 85.45% (94/110)] and close to the level of experts [92.73% (102/110) and 90.00% (99/110)].Conclusion:The deep learning-based EUS bile duct scanning system constructed in the current study can assist endoscopists to perform standard multi-station scanning in real time more accurately and improve the completeness and quality of EUS.


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