1.Radiomics-semantic models based on multicenter MRI to predict the treatment resistance of brain gliomas to chemoradiotherapy
Zhaotao ZHANG ; Yun PENG ; Youming ZHANG ; Di WU ; Binyan QIAN ; Lan LIU ; Yawen XIAO ; Jiman SHAO ; Xinlan XIAO
Journal of Practical Radiology 2025;41(9):1432-1436,1466
Objective To construct radiomics-semantic models to predict the treatment resistance of chemoradiotherapy in brain gliomas based on MRI and clinical data of multicenter patients.Methods Among 2 108 brain gliomas patients from five medical institutions,132 patients had residual gliomas after surgery.The clinical risk factors and multimodal MRI were collected.All patients were divided into training set(n=95)and validation set(n=37).The treatment response of gliomas after standardized chemoradiotherapy were divided into resistant and non-resistant types.The semantic features of MRI were evaluated by two radiologists.Three different segmentation regions of interest(ROI)were delineated to extract radiomics features.And that three groups of radiomics models were con-structed based on different sequence MRIs.The radiomics model with the best predictive efficacy in each group was selected and combined with MRI semantic features,three radiomics-semantic models(combined models)were established.Finally,a MRI semantic model,three groups of radiomics models and three combined models were developed.Results Comparisons between the different models showed that the radiomics-semantic model based on pre-operative T2-fluid attenuated inversion recovery(FLAIR)sequence,had the best predictive efficacy,the area under the curve(AUC)in the training and validation sets were 0.866[95%confidence interval(CI)0.790-0.942]and 0.810(95%CI 0.667-0.952),respectively.The radiomics-semantic model based on postoperative T1 WI sequence performed the second best,with the AUC of the training and validation sets being 0.812(95%CI 0.726-0.898)and 0.711(95%CI 0.541-0.881),respectively.Conclusion The combined models based on MRI radiomics and semantic features are able to predict the treatment resistance of chemoradiotherapy in brain gliomas patients,and may be used as an important basis for optimizing treatment.
2.Radiomics-semantic models based on multicenter MRI to predict the treatment resistance of brain gliomas to chemoradiotherapy
Zhaotao ZHANG ; Yun PENG ; Youming ZHANG ; Di WU ; Binyan QIAN ; Lan LIU ; Yawen XIAO ; Jiman SHAO ; Xinlan XIAO
Journal of Practical Radiology 2025;41(9):1432-1436,1466
Objective To construct radiomics-semantic models to predict the treatment resistance of chemoradiotherapy in brain gliomas based on MRI and clinical data of multicenter patients.Methods Among 2 108 brain gliomas patients from five medical institutions,132 patients had residual gliomas after surgery.The clinical risk factors and multimodal MRI were collected.All patients were divided into training set(n=95)and validation set(n=37).The treatment response of gliomas after standardized chemoradiotherapy were divided into resistant and non-resistant types.The semantic features of MRI were evaluated by two radiologists.Three different segmentation regions of interest(ROI)were delineated to extract radiomics features.And that three groups of radiomics models were con-structed based on different sequence MRIs.The radiomics model with the best predictive efficacy in each group was selected and combined with MRI semantic features,three radiomics-semantic models(combined models)were established.Finally,a MRI semantic model,three groups of radiomics models and three combined models were developed.Results Comparisons between the different models showed that the radiomics-semantic model based on pre-operative T2-fluid attenuated inversion recovery(FLAIR)sequence,had the best predictive efficacy,the area under the curve(AUC)in the training and validation sets were 0.866[95%confidence interval(CI)0.790-0.942]and 0.810(95%CI 0.667-0.952),respectively.The radiomics-semantic model based on postoperative T1 WI sequence performed the second best,with the AUC of the training and validation sets being 0.812(95%CI 0.726-0.898)and 0.711(95%CI 0.541-0.881),respectively.Conclusion The combined models based on MRI radiomics and semantic features are able to predict the treatment resistance of chemoradiotherapy in brain gliomas patients,and may be used as an important basis for optimizing treatment.
3.Long-term hepatitis B surface antigen kinetics after nucleos(t)ide analog discontinuation in patients with noncirrhotic chronic hepatitis B
Wu LINA ; Lai JIADI ; Luo QIUMIN ; Zhang YEQIONG ; Lin CHAOSHUANG ; Xie DONGYING ; Chen YOUMING ; Deng HONG ; Gao ZHILIANG ; Peng LIANG ; Xu WENXIONG
Liver Research 2024;8(3):179-187
Background and aim:Few studies have reported hepatitis B surface antigen(HBsAg)kinetics after nucleos(t)ide analog(NA)discontinuation in patients with noncirrhotic chronic hepatitis B(CHB).The study specifically investigated long-term HBsAg kinetics after NA discontinuation. Methods:Between January 2014 to January 2024,this study prospectively enrolled 106 outpatients with noncirrhotic CHB who met the discontinuation criteria after NA consolidation treatment.Demographic,clinical,and laboratory data were collected and analyzed after NA discontinuation. Results:Ninety-six patients who finished 5 years of follow-up were included.HBsAg remained unde-tectable in 29 patients with end of treatment(EOT)HBsAg negativity.Among 67 patients with EOT HBsAg positivity,HBsAg seroclearance occurred in 12(17.9%)patients with an estimated annual inci-dence of HBsAg seroclearance of 3.6%.Patients with EOT HBsAg levels of ≤1000 IU/mL had a higher HBsAg seroclearance rate than those with EOT HBsAg levels of>1000 IU/mL(33.3%vs.5.4%).The pro-portion of patients with HBsAg ≤1000 IU/mL increased during follow-up.Logistic regression analysis indicated that the EOT HBsAg level was an independent factor for HBsAg seroclearance and an HBsAg level decline exceeding 1 log10 IU/mL.The optimal EOT HBsAg cutoff for both HBsAg seroclearance and an HBsAg level decline exceeding 1 log10 IU/mL was 359 IU/mL. Conclusions:Patients with EOT HBsAg negativity experienced no relapse and maintained HBsAg sero-clearance during 5 years of follow-up after NA discontinuation.A higher HBsAg seroclearance rate can be obtained in patients with EOT HBsAg levels of ≤1000 IU/mL during 5 years of follow-up after NA discontinuation.Close monitoring and proper NA retreatment are recommended to guarantee the safety of NA discontinuation.
4.Analysis of clinical characteristics of persistent HBeAg positivity in patients with chronic hepatitis B treated with nucleos(t)ide analogues
Liangpen PENG ; Weiqiang GAN ; Yubao ZHENG ; Youming CHEN ; Jing LIU ; Zhebin WU ; Zhiliang GAO
Chinese Journal of Hepatology 2024;32(3):193-200
Objective:To explore the clinical characteristics of persistent HBeAg positivity in patients with chronic hepatitis B treated with nucleos(t)ide analogues.Methods:A retrospective analysis was performed according to different data types. An independent sample t-test, Mann-Whitney U test, chi-square test, or Fisher's exact probability method were used. Chronic hepatitis B patients followed up for four years were collected from the follow-up case database of the Department of Infectious Diseases of Zhongshan Third Hospital from January 2009 to December 2018 and were divided into two groups, A and B, with 87 and 145 cases respectively, according to the duration of HBeAg-negativity≤ 3 and persistent positivity >3 years. Statistical analysis was conducted on the age, gender, family history, baseline, follow-up visit duration, liver function, and other data among the two patient groups.Results:There were no statistically significant differences in gender, age, family history of liver cirrhosis, family history of liver cancer, liver cirrhosis condition before treatment, fatty liver disease combined condition before treatment, baseline HBsAg, anti-HBc, alanine aminotransferase, albumin, or total bilirubin between the two groups of patients ( P ?>?0.05). HBV DNA and HBeAg were significantly higher in group B than those in group A at baseline, with P≤0.001. Aspartate aminotransferase and γ-glutamyl transferase were significantly higher in group A than those in group B at baseline. The proportion of family history of hepatitis B was significantly higher in group B (69.0%) than that in group A (50.6%) among the two groups of patients, and the difference was statistically significant ( P ?=?0.005). The proportion of mothers with hepatitis B was significantly higher in group B (25.5%) than in group A (11.5%), P ?=?0.010. During the treatment process, the HBV DNA quantification was significantly higher in group B than that in group A at 0.5 and 1 years (P≤0.002). The proportion of HBV DNA <100IU/ml was also significantly different at six months and one year (χ 2=30.327, P ?0.001 and χ 2=11.779, P ?=?0.001). The HBsAg level was higher in group B than that of group A in the second and fourth years, P ?0.05. During the entire treatment process, the HBeAg level was significantly higher in group B than that in group A ( P ?0.001). A total of seven cases developed liver cirrhosis or cancer during follow-up, including three cases in group A and four cases in group B ( P ?>?0.05). Conclusion:HBeAg-positive patients with chronic hepatitis B have persistent HBeAg positivity when treated with long-term nucleos(t)ide analogues. Accordingly, a greater proportion of this kind of patient family and mothers have a remarkable history of hepatitis B and a reduced HBV DNA relapse rate in the early stages (within a year or less).
5.Clinical comparative analysis of robot-assisted and DSA-guided percutaneous balloon compression for the treatment of trigeminal neuralgia
Fuhai SU ; Yunpeng CHEN ; Youming LIANG ; Shuiqing BI ; Peng XU ; Shengyong LAN
Chinese Journal of Nervous and Mental Diseases 2024;50(8):470-475
Objective To compare the advantages of robot assisted and DSA guided PBC for the treatment of trigeminal neuralgia.Methods A retrospective clinical analysis was conducted on 85 patients(28 in robot group and 57 in DSA group)who underwent robot assisted and DSA guided PBC surgery in a same center from September 2021 to February 2024.The single puncture success rate,improvement rate of VAS score,clinical efficacy rate,incidence of complications,average surgical time and fluoroscopy time were compared between the two groups.Results There was no statistically significant difference between the two groups in terms of single puncture success rate(96.43% vs.84.21% ),VAS improvement rate[88.9% (77.78%,100.00% )vs.88.89% (55.56%,100.00% )],clinical effective rate(92.86% vs.94.74% ),and total incidence of complications(35.09% vs.42.11% )(P>0.05).The average surgical time was significantly higher in the robot group[38.50(35.00,48.00)min]than the DSA group[19.00(15.00,25.50)min],and the average fluoroscopy time in the robot group[13.00(12.00,15.75)s]was significantly lower than the DSA group[194.00(152.50,259.50)s].The difference in average surgical and fluoroscopy time between the two groups was statistically significant(P<0.05).Conclusion DSA guided surgery has more advantages in centers with a large number of patients and a pursuit of efficiency.The robot assisted surgical puncture process is safe and controllable and patient radiation exposure time is short,thereby having high clinical application and promotion value.
6.Establishment and validation of a nomogram risk prediction model for infection complications in patients after hepatectomy for liver cancer
Mingqiang ZHU ; Dashuai YANG ; Xiangyun XIONG ; Junpeng PEI ; Yang PENG ; Youming DING
Journal of Clinical Hepatology 2023;39(1):110-117
Objective To investigate the risk factors of infection after hepatectomy for liver cancer, and to establish and validate a risk prediction model. Methods The clinical data of 167 patients with primary liver cancer who underwent hepatectomy in People's Hospital of Wuhan University from January 2020 to March 2022 were retrospectively collected. All patients were divided into postoperative infection group ( n =28) and non-infection group ( n =139) according to whether postoperative infection complications occurred. The t -test or 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 analysis and logistic regression analysis were used to screen the risk factors of infection after hepatectomy for hepatocellular carcinoma, and a nomogram risk prediction model for postoperative infection was established. All patients were randomly divided into training cohort ( n =119) and the validation cohort ( n =48) according to the ratio of 7∶ 3, the Bootstrap method was used for internal validation of the model, and the model calibration curve and ROC curve were used to evaluate the calibration and discrimination of the nomogram model. Results Postoperative infection occurred in 28 of 167 patients (16.8%). Logistic regression analysis showed that diabetes, CONUT score ≥4 points, preoperative NLR, operation time, intraoperative blood loss, and drainage tube placement time > 7 d were independent risk factors for infection after hepatectomy for liver cancer (all P < 0.05). Based on the nomogram constructed from the above six risk factors, the area under the ROC curve of the training cohort and the validation cohort was 0.848, and 0.853, respectively. The calibration curve of the nomogram model shows that the predicted value is basically consistent with the actual observed value, indicating that the accuracy of the nomogram model prediction is better. Conclusion The individualized nomogram risk prediction model based on diabetes, CONUT score ≥4 points, preoperative NLR, operation time, intraoperative blood loss, and drainage tube placement time > 7 d has good predictive performance and has high predictive value for high-risk patients.
7.Effect of silencing ring finger protein 187 on malignant biological behaviors of hepatocellular carcinoma
Canming XU ; Yang PENG ; Bin YU ; Yu ZHOU ; Youming DING
Chinese Journal of Hepatobiliary Surgery 2022;28(6):449-453
Objective:To investigate the effect of ring finger protein 187 (RNF187) on cell pro-liferation, migration and invasion of hepatocellular carcinoma (HCC).Methods:Messenger RNA (mRNA) level of RNF187 in HCC was analyzed by bioinformatics. Huh7 cells transfected with small interfering RNA (siRNA) of negative control or target gene respectively were classified as non-transfection (NC) group and RNF187 knockdown group. After 24 hours of transfection, the above two groups dimethyl sulfoxide (DMSO) were used as NC+ DMSO group and RNF187 knockdown + DMSO group. 24 hours after transfection with siRNA of target gene, the cells dealt with bafliomycin A1 (BFA) were set as RNF187 knockdown + BFA group. The regulation of RNF187 on malignant biological behavior and autophagy level of HCC cells were explored by cell counting kit-8 (CCK8) proliferation assay, cell scratch assay, transwell assay and western blot.Results:Compared with normal liver tissue, the mRNA level of RNF187 was higher in HCC tissue ( P<0.05). Compared with NC group, the absorbance at 48 h and 72 h and the scratch healing rate at 12 h and 24 h of RNF187 knockdown group were all lower, the differences were statistically significant (all P<0.001). The number of transmembrane cells in RNF187 knockdown group (39.50±5.57) at 24 h was lower than that in NC group (128.25±17.35), the differences were statistically significant ( t=9.74, P<0.001). Compared with NC group, the relative expression of total LC3 and Beclin-1 in RNF187 knockdown group all increased, while the relative expression of phosphorylated mammalian target of rapamycin decreased, the difference were statistically significant (all P<0.05). Compared with RNF187 knockdown+ DMSO group, the autophagy flow level, the 48 h and 72 h absorbance, the scratch healing rate at 24 h in RNF187 knockdown + BFA group were higher, the differences were statistically significant (all P<0.001). The number of transmembrane cells in RNF187 knockdown + BFA group (119.00±2.65) was more than that in RNF187 knockdown + DMSO group (57.67±2.52), the differences were statistically significant ( t=29.09, P<0.001). Conclusion:RNF187 is highly expressed in HCC tissue and knockdown of RNF187 inhibits the malignant biological behavior of HCC by enhancing the level of autophagy.
8.Clinical study on laparoscopic cold cycle microwave ablation combined with hepatectomy for the treatment of hepatic hemangioma
Chaoliang LI ; Youming DING ; Qinghua TONG ; Peng HUANG
International Journal of Surgery 2019;46(6):402-405,封4
Objective To explore the clinical effect and feasibility of cold cycle microwave ablation combined with laparoscopic hepatectomy for hepatic hemangioma.Methods Thirteen cases of hepatic hemangiomas were treated with cold cycle microwave ablation combined with laparoscopic hepatictomy,and their clinical data were analyzed retrospectively from March 2015 to October 2017 in the First People's Hospital of Jiangxia District of Wuhan City,including 5 males and 8 females with an average age of 52 years and age range of 45-68 years.The course of disease was 18 months to 8 years,with an average of 4.2 years.The clinical data were retrospectively analyzed and the operation time,intraoperative blood loss,postoperative hospital stay,liver function changes and complications were recorded.The data were analyzed using SPSS 17.0 statistical software,and measurement data with normal distribution were expressed as mean ± standard deviation (Mean ± SD).Results The operations of the 13 cases were successful,including 7 cases of single hepatic hemangioma (the lesions were located in segments 11,111 and Ⅳ) and 6 cases of multiple hepatic hemangioma (the lesions were located in segments Ⅱ,Ⅲ,Ⅳ,Ⅶ and Ⅷ).No hepatic portal occlusion was performed during the operation.The operation time was (135.4 ± 35.8) min,intraoperative blood loss was (95.2 ± 22.7) ml,the postoperative hospital stay was (6.4 ± 0.8) d.On the first postoperative day,alanine aminotransferase was (354.2 ± 75.4) IU/L,and aspartate aminotransferase was (382.7 ± 68.5) IU/L,during the first week after surgery,alanine aminotransferase and aspartate aminotransferase both decreased to the normal range,and no serious complications such as bile leakage or hemorrhage occurred after surgery.No recurrence was observed after 6 to 12 months of follow-up.Conclusions Under the premise of strict control of surgical indications,laparoscopic cold-circulation microwave ablation combined with hepatectomy for hepatic hemangioma is safe and feasible.It can simultaneously treat multiple lesions,and cold-cycle microwave ablation can effectively reduce intraoperative bleeding with a minimally invasive effect.
9.Clinicopathological analysis for IgA nephropathy with isolated hematuria and/or mild proteinuria.
Lingyan HE ; Xia CAO ; Danyi YANG ; Hui ZHUO ; Xiaofei PENG ; Liyu HE ; Hong LIU ; Youming PENG
Journal of Central South University(Medical Sciences) 2019;44(6):642-648
To investigate the correlation of different types of urinary abnormalities or different proteinuria and hematuria with the pathological injury of kidney in IgA nephropathy with isolated hematuria and/or mild proteinuria.
Methods: Patients with primary IgA nephropathy, isolated hematuria and/or mild proteinuria were enrolled in the Department of Nephrology, the Second Xiangya Hospital, Central South University from January 2013 to January 2018. According to the difference of red blood cell count in urinary sediment and quantitative of 24-hour urinary protein (24 h-UP) during renal biopsy, the patients were grouped in 3 ways: a simple hematuria group, a hematuria and proteinuria group, and a simple proteinuria group; a proteinuria I group, a proteinuria II group, and a proteinuria III group; a hematuria I group, a hematuria II group, and a hematuria III group. The clinical parameters such as age, mean arterial pressure, blood urea nitrogen, serum creatinine, blood uric acid, 24 h-UP, and renal pathological damage were compared.
Results: A total of 157 patients met the inclusion criteria, including 71 males and 86 females. The most common pathological type was focal and/or segmental glomerulosclerosis. The Lee's classification were dominated by grade III and IV, and the renal pathological injury was heavy. Immunoglobulin deposition was dominated by simple IgA deposition. The most common fluorescence intensity of IgA deposition was +++. 97 (61.78%) patients were accompanied by complement deposition and were mainly composed of simple complement C3 deposition. There were 18 patients (11.47%) in the simple hematuria group, 111 patients (70.70%) in the hematuria and proteinuria group, and 28 patients (17.83%) in the simple proteinuria group. Compared with the simple hematuria group, the proportion of patients with mild injury was lower in the simple proteinuria group, and the proportion of patients with moderate-to-severe injuries was increased (χ2=7.053, P=0.008). Compared with the hematuria and proteinuria group, the proportion of patients with mild injury was lower in the simple proteinuria group, and the proportion of patients with moderate-to-severe injury was increased (χ2=4.294, P=0.038). Compared with the proteinuria I group, the proportion of patients with mild injury was lower in the proteinuria III group, and the proportion of patients with moderate-to-severe injury was increased (χ2=5.433, P=0.020). There was no significant difference in the proportion of patients with renal pathological injury among different hematuria groups (P>0.05).
Conclusion: The clinical manifestations of patients with IgA nephropathy with hematuria and/or mild proteinuria are inconsistent with renal pathological damage. Some patients with mild clinical manifestations have severe renal pathological damage and the renal pathological damage is more serious in simple proteinuria. The more proteinuria, the heavier the renal pathological damage.
Creatinine
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Female
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Glomerulonephritis, IGA
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Hematuria
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Humans
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Kidney
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Male
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Proteinuria
10.Investigation and influencing factors of symptomatic burden in patients with maintenance hemodialysis (MHD)
Yan LIU ; Youming PENG ; Jianzhao CHENG
Journal of Chinese Physician 2017;19(8):1180-1183
Objective To investigat the symptom burden of patients with maintenance hemodialysis (MHD) and explore the influencing factors of them,in order to provide the basis for improving the quality of life of these patients.Methods A total of 230 patients with MHD were enrolled in Xiangtan Central Hospital from January 2016 to December 2016,the general condition and disease-related data of them were collected,and the symptom burden of them over the past week was assessed by improved symptom burden scale.Results ① The average age of these patients were (56.8 ± 14.1)years,the sex ratio for men and women was 1.37∶ 1,the median time of dialysis was 24 months,and the frequency of dialysis was (9.16 ± 2.36)times;② The symptom score in MHD patients was (65.72 ± 28.46)points,the top 5 symptoms which had higher incidence were fatigue (72.2%),dry mouth (63.5%),itching (61.3%),falling asleep difficultly (54.3%),drying (49.2%),the top 5 symptoms which were more troubling were restless legs syndrome (2.54 ± 0.73),falling asleep difficultly (2.48 ± 0.83),bone/joint pain (2.45 ± 0.69),fatigue (2.31 ±0.77),easy to wake up (2.16 ±0.78);③ Age,sex,occupation,dialysis age,inorganicphosphorus and serum calcium had an effect on the symptom burden of MHD patients (P < 0.05).Condusions We should focus on patients who are older,female,retired or no occupation,longer dialysis age,calcium or phosphorus metabolism disorders,provide targeted care and treatment,in order to reduce the symptom burden and improve the life quality of them.

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