1.Regulatory Pathways of Cell Apoptosis in Diabetic Kidney Disease and Intervention by Traditional Chinese Medicine: A Review
Yunjie YANG ; Mingqian JIANG ; Chen QIU ; Yaqing RUAN ; Senlin CHEN ; Wenxin HUANG ; Hangbin ZHENG ; Yi WEI ; Pengfei LI ; Xueqin LIN ; Jing WU ; Shiwei RUAN ; Jianting WANG ; Yuliang QIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(9):294-306
Diabetic kidney disease(DKD) is a chronic kidney structural and functional disorder caused by diabetes. With the global prevalence of diabetes continuing to rise, DKD has gradually become a major cause of chronic kidney disease and end-stage renal disease(ESRD), posing a serious threat to patients' quality of life and long-term health outcomes. Studies have shown that apoptosis plays a pivotal role in the development and progression of DKD, with its mechanisms involving abnormal activation of multiple signaling pathways such as Toll-like receptor 4(TLR4)/nuclear transcription factor-κB(NF-κB)/B-cell lymphoma-2(Bcl-2)/cysteinyl aspartate-specific proteinase(Caspase)-3, protein kinase R-like endoplasmic reticulum kinase(PERK)/eukaryotic initiation factor 2α(eIF2α)/activating transcript factor 4(ATF4)/CCAAT enhancer-binding protein homologous protein(CHOP), phosphatidylinositol 3-kinase(PI3K)/protein kinase B(Akt)/glycogen synthase kinase-3β(GSK-3β), Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3), adenosine monophosphate-activated protein kinase(AMPK)/mammalian target of rapamycin(mTOR) and silent information regulator 1(SIRT1)/tumor suppressor protein 53(p53), thereby accelerating renal pathological damage in DKD. Extensive evidence-based medical studies have confirmed that traditional Chinese medicine(TCM), leveraging its unique therapeutic advantages of multi-target, multi-component and multi-pathway approaches, has demonstrated remarkable efficacy and favorable safety profiles in treating DKD. Recent studies have demonstrated that active components of TCM can specifically target and modulate key effectors in apoptotic signaling pathways. Meanwhile, traditional compound formulations exert synergistic effects through multiple approaches such as replenishing deficiency and activating blood circulation, detoxifying and dredging collaterals, tonifying kidney essence, and removing stasis and purging turbidity, thereby comprehensively regulating critical pathological processes including endoplasmic reticulum stress and mitochondrial apoptosis pathways. This combined therapeutic approach of molecular targeting and holistic regulation provides novel strategies for delaying the progression of DKD. Based on this, this paper provides an in-depth analysis of key apoptotic signaling pathways and their regulatory mechanisms, while systematically summarizing recent research advances regarding the therapeutic effects of TCM active components, compound formulations, and proprietary Chinese medicines on DKD through modulation of these pathways, with particular emphasis on their underlying molecular mechanisms. These findings not only elucidate the modern scientific connotation and theoretical basis of TCM in treating DKD but also establish a solid theoretical and practical foundation for promoting the wider clinical application and further research of TCM in the field of DKD treatment.
2.Analyses of the epidemiological characteristics of multiple pathogens in people aged 14 years and above with acute respiratory infection in Huangpu District of Shanghai from 2015 to 2024
Yun ZHANG ; Yinzi CHEN ; Zhenzi ZUO ; Yu WANG ; Fujie SHEN ; Yuliang HUANG ; Qiang GAO ; Chenyan JIANG ; Yijun WANG
Shanghai Journal of Preventive Medicine 2026;38(2):116-121
ObjectiveTo analyze the epidemiological characteristics of 8 major respiratory pathogens in influenza-like illness (ILI) cases with acute respiratory infections at fever clinics in Huangpu District, Shanghai from 2015 to 2024, and to provide a scientific basis for the prevention and treatment of respiratory diseases. MethodsA retrospective study was conducted in Huangpu District. Individuals meeting the case definition of ILI from 2015 to 2024 was registered. Their nasopharyngeal swabs were collected for pathogen detection. A total of 8 respiratory viruses were tested, including Influenza A virus (Flu A), Influenza B virus (Flu B), adenovirus (ADV), enterovirus/human rhinovirus (EV/HRV), human parainfluenza virus (HPIV), human coronavirus (HCoV), respiratory syncytial virus (RSV), and human metapneumovirus (HMPV). ResultsFrom 2015 to 2019, a total of 344 ILI cases were tested, of which 192 out of 344 cases (55.81%) were tested positive for single respiratory pathogen. From 2023 to 2024, 1 557 ILI cases were tested, with 572 out of 1 557 cases (36.74%) being positive for single pathogen. From 2023 to 2024, the positive rate of single pathogen in ILI cases was significantly lower than that in 2015‒2019 (χ2=42.66, P<0.001). Specifically, the positive rate of Flu A (χ2=74.43, P<0.001) decreased, while that of HPIV (χ2=8.66, P=0.003) increased, both with statistically significant differences. According to the seasonal pattern, the epidemic intensity of Flu A decreased in summer, while that of HPIV increased in summer and autumn. Demographic results showed statistically significant differences in the positive rates of EV/HRV between genders (χ2=22.38, P<0.001), with males exhibiting a higher positive rate than females. No statistically significant differences were identified in the positive rates of single pathogen among different age groups (χ2=4.42, P=0.110). Nevertheless, statistically significant differences were noted when comparing the positive rates of EV/HRV, Flu A, Flu B and HPIV across different age groups (P<0.05). EV/HRV was more commonly detected in the 15‒<25 age group (10.93%), while Flu A and HPIV had the highest positive rates in the ≥60 age group (21.24% and 4.77%). Flu B had the highest positive rate in the 25‒<60 age group (11.26%). 52.63% of cases with co-infections occurred during winter, with the primary pathogens involved being EV/HRV (9 cases) and HCoV (6 cases). The most prevalent combination of co-infection was Flu A with EV/HRV. ConclusionThe prevalence of respiratory pathogens among ILI cases from 2023 to 2024 exhibited notable fluctuations compared to that from 2015 to 2019. Therefore, influenza surveillance should be strengthened, and attention should also be paid to the prevalence of respiratory pathogens such as HPIV. These findings have profound implications for future research, surveillance, vaccine planning, and public health policy making.
3.Predictive value of coronary microcirculation dysfunction after revascularization in patients with acute myocardial infarction for acute heart failure during hospitalization.
Lan WANG ; Yuliang MA ; Weimin WANG ; Tiangang ZHU ; Wenying JIN ; Hong ZHAO ; Chengfu CAO ; Jing WANG ; Bailin JIANG
Journal of Peking University(Health Sciences) 2025;57(2):267-271
OBJECTIVE:
To study incident and clinical characteristics of the coronary microcirculation dysfunction (CMD) in patients with acute myocardial infarction (AMI) after percutaneous coronary intervention (PCI) by myocardial contrast echocardiography (MCE) and to explore the predictive value of CMD for in-hospital acute heart failure event.
METHODS:
One hundred and forty five patients with AMI who had received PCI and completed MCE during hospitalization in Peking University People' s Hospital from November 2015 to July 2021 were enrolled in our study. The patients were divided into CMD group and normal group according to the coronary microcirculation status detected by MCE. Clinical data and MCE data of the two groups were collected and analyzed. The acute heart failure event during hospitalization was described. A multivariate Logistic regression model was built to analyze the risk of acute heart failure in patients with CMD. A receiver operating characteristic (ROC) curve was drawn to evaluate the value of CMD in predicting acute heart failure event.
RESULTS:
CMD detected by MCE occurred in 87 patients (60%). Compared with normal group, patients with CMD had higher troponin I (TnI) peak level [52.8 (8.1, 84.0) μg/L vs. 18.9 (5.7, 56.1) μg/L, P=0.005], poorer Killip grade on admission (P=0.030), different culprit vessel (P < 0.001) and more patients had thrombolysis in myocardial infarction (TIMI) flow pre-PCI less than grade 3 in culprit vessel (65.1% vs. 43.1%, P=0.025). Meanwhile, patients with CMD had poorer left ventricular ejection fraction (LVEF) [52% (43%, 58%) vs. 61% (54%, 66%)], poorer global longitudinal strain (GLS) [-11.2% (-8.7%, -14.0%) vs.-13.9% (-10.8%, -17.0%)] and worse wall motion score index (WMSI) (1.58±0.36 vs. 1.25± 0.24) (P all < 0.001). Acute left heart failure happened in 13.8% of the CMD patients, which were significant higher than that in the patients with normal coronary microcirculation perfusion (1.7%, P=0.013). After correcting for the culprit vessel, the TIMI flow pre-PCI in the culprit vessel and the peak TnI value, the risk of acute left heart failure in the patients with CMD was still high (OR=9.120, 95%CI: 1.152-72.192, P=0.036). The area under ROC curve (AUC) was 0.677 (95%CI: 0.551-0.804, P=0.035).
CONCLUSION
The incidence of CMD detected by MCE in patients with AMI post-PCI was 60%. Patients with CMD have a higher risk of acute left heart failure during hospitalization.
Humans
;
Heart Failure/physiopathology*
;
Microcirculation
;
Percutaneous Coronary Intervention/adverse effects*
;
Myocardial Infarction/complications*
;
Male
;
Female
;
Hospitalization
;
Middle Aged
;
Aged
;
Echocardiography
;
Coronary Circulation
;
Predictive Value of Tests
;
Troponin I/blood*
4.Clinical effect of double plasma molecular adsorption system in treatment of patients with chronic liver failure in high-altitude areas
Bowen WANG ; Mengjia PENG ; Liheng JIANG ; Fei FANG ; Yuliang WANG ; Yuandi SHEN
Journal of Clinical Hepatology 2024;40(1):110-115
ObjectiveTo investigate the differences in clinical features and mortality rate between native patients with chronic liver failure (CHF) and migrated patients with CHF after treatment with double plasma molecular adsorption system (DPMAS) in high-altitude areas. MethodsA total of 63 patients with CHF who received DPMAS treatment in the intensive care unit of General Hospital of Tibet Military Command from January 2016 to December 2021 were enrolled, and according to their history of residence in high-altitude areas, they were divided into native group with 29 patients and migrated group with 34 patients. The two groups were compared in terms of baseline data and clinical features before and after DPMAS treatment. The independent-samples t test was used for comparison of normally distributed continuous data between groups, and the paired t-test was used for comparison before and after treatment within each group; the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between groups, and the Wilcoxon signed rank sum test was used for comparison before and after treatment within each group; the chi-square test was used for comparison of categorical data between groups. The Kaplan-Meier method was used to plot survival curves, and the Log-rank test was used for comparison of the risk of death. ResultsCompared with the native group, the migrated group had a significantly higher proportion of Chinese Han patients (χ2=41.729, P<0.001), and compared with the migrated group, the native group had a significantly longer duration of the most recent continuous residence in high-altitude areas (Z=3.364, P<0.001). Compared with the native group, the migrated group had significantly higher MELD score and incidence rates of hepatic encephalopathy, hepatorenal syndrome, and gastrointestinal bleeding (Z=2.318, χ2=6.903, 5.154, and 6.262, all P<0.05). Both groups had significant changes in platelet count (PLT), hemoglobin count (HGB), alanine aminotransferase (ALT), aspartate aminotransferase (AST), albumin, total bilirubin (TBil), direct bilirubin (DBil), lactate dehydrogenase (LDH), creatinine (Cr), and international normalized ratio (INR) after DPMAS treatment (all P<0.05). Before DPMAS treatment, compared with the native group, the migrated group had significantly higher levels of ALT, AST, TBil, DBil, LDH, Cr, BUN, and INR (all P<0.05) and a significantly lower level of HGB (P<0.05); after DPMAS treatment, compared with the native group, the migrated group had significantly greater reductions in PLT and HGB (both P<0.05) and still significantly higher levels of ALT, AST, TBil, DBil, LDH, BUN, and INR (all P<0.05). The 60-day mortality rate of patients after DPMAS treatment was 52.5% (95% confidence interval [CI]: 41.7 — 63.8) in the native group and 81.3% (95%CI: 77.9 — 85.6) in the migrated group. Compared with the native group (hazard ratio [HR]=0.47, 95%CI: 0.23 — 0.95), the migrated group had a significant increase in the risk of death on day 60 (HR=2.14, 95%CI: 1.06 — 4.32, P=0.039). ConclusionCompared with the native patients with CHF in high-altitude areas, migrated patients have a higher degree of liver impairment, a lower degree of improvement in liver function after DPMAS treatment, and a higher mortality rate. Clinical medical staff need to pay more attention to migrated patients with CHF, so as to improve their survival rates.
5.Improvement effect of Phellodendron amurense polysaccharides on gouty nephropathy in rats and its mechanism
Yongzhe MA ; Yuliang WANG ; Kai ZHANG ; Hong ZHAO ; Yu SHEN ; Hongbin QIU ; Chaoxing WANG ; Shiqing SUN ; Zhenxu JIANG ; Mingming SONG ; Yu ZHANG
China Pharmacy 2024;35(5):555-559
OBJECTIVE To study the effects of Phellodendron amurense polysaccharides (PAP) on improving gouty nephropathy (GN) in rats, and to investigate its mechanism primarily by interfering the p38 mitogen-activated protein kinase (p38 MAPK)/nuclear factor-κB(NF-κB)/tumor necrosis factor-α(TNF-α). METHODS Sixty rats were randomly divided into normal group (water), model group (water), allopurinol group (positive control, 20 mg/kg), PAP high-dose, medium-dose and low-dose groups (100, 50, 25 mg/kg, by raw material) after being stratified by body weight, with 10 rats in each group. Except for the normal group, the other groups were induced to construct GN model by giving 1 500 mg/kg potassium oxazinate and 100 mg/kg adenine intragastrically for 14 days. After modeling, the rats in each group were given relevant medicine/water intragastrically, once a day, for consecutive 28 days. After the last medication, the levels of biochemical parameters related to renal function [uric acid, creatinine (Cr), blood urea nitrogen (BUN), xanthine oxidase (XOD)] were detected in rats, and the histopathological changes in the rat kidney were observed. The protein expressions of monocyte chemoattractant protein-1(MCP-1),TNF-α and interleukin-6(IL-6) as well as the phosphorylation levels of p38 MAPK and NF-κB p65 protein were determined in renal tissue of rats. RESULTS Compared with the normal group, the model group suffered from the dilatation of renal tubules, structural damage to glomeruli, accompanied by inflammatory infiltration and fibrosis; the contents of uric acid, Cr, BUN and XOD, the protein expressions of MCP-1,TNF-α and IL-6 and the phosphorylation levels of p38 MAPK and NF-κB p65 protein were all increased significantly (P<0.05 or P<0.01). Compared with the model group, the pathological symptoms of renal tissue in rats had been improved to varying degrees in different dose groups of PAP; the contents of uric acid, Cr, BUN and XOD, protein expressions of MCP-1, TNF-α and IL-6, the phosphorylation levels of p38 MAPK and NF-κB p65 protein in PAP high-dose and PAP medium-dose groups were all decreased significantly (P<0.05 or P<0.01). CONCLUSIONS PAP exhibits an anti-GN effect, the mechanism of which may be associated with inhibiting the p38 MAPK/NF-κB/TNF-α signaling pathway.
6.Sequencing and analysis of the whole genome of a strain of rabies virus transmitted by hog badger in Sichuan province
Hongrong ZHONG ; Mingfeng JIANG ; Yuliang FENG ; Xingyu ZHOU ; Wei LI
Chinese Journal of Experimental and Clinical Virology 2024;38(3):286-293
Objective:The objective of this study is to sequence whole genome of the rabies virus in the saliva specimen of a suspected rabies case with onset of rabies from a wildlife (hog badger) bite wound in Sichuan province, where the genetic variation characteristics of the virus was analyzed at the molecular level, so as to understand the prevalence and mutation of wildlife rabies virus in Sichuan province.Methods:Total viral RNA was extracted from the saliva specimen of the suspected rabies case. Then, rabies virus sequences were amplified using PCR with specific primers; the gene fragments obtained were sequenced, and the sequences obtained were spliced using biological software to obtain the whole genome sequence of the rabies virus strain. The genetic variation characteristics of the whole genome were analyzed.Results:The whole genome nucleotide sequence of a strain of rabies virus of hog badger origin (hereinafter referred to as SCR23-052) was obtained by sequencing, and NCBI online BLAST and comparison with several reference sequences showed that the composition and structure of the whole genome sequence of SCR23-052 conformed to the characteristics of the Lyssavirus under the Rhabdoviridae; the highest similarity in nucleotide and amino acid sequences in various gene regions was observed between SCR23-052 and the strains of Ningxia (J) and Chongqing (CQ92, 02050CHI). The sequence variability of SCR23-052 genome was significantly lower at the amino acid level than that at the nucleotide level, which indicated that most of the nucleotide variants in the protein-coding genes belonged to synonymous mutations. Phylogenetic analysis showed that SCR23-052 belonged to genotype V, which did not show any obvious mutation in the major antigenic site of the glycoprotein, underwent amino acid glycosylation at positions 56 and 338 by the online site prediction, and showed the least amino acid difference compared with the signal peptide sequence of the vaccine strain CTN181. The virus in this study has an A→T mutation at position 332 in the nucleoprotein major antigenic site with all reference vaccine strains, and an L→V mutation at position 379 in the B-cell epitope with the CTN181 vaccine strain. SCR23-052 was consistent with both genotype V reference strains at the nucleoprotein study site.Conclusions:The whole genome sequence of a wildlife strain of genotype V rabies virus of hog badger origin was obtained, which was different from that of the genotype I strain of rabies virus of dog origin that previously reported to be prevalent in Sichuan. The genome sequence of SCR23-052 differed from that of the reference vaccine strains to a varying degree, but the main virulence characteristics remained unaltered.
7.Impaired Global Longitudinal Strain Predicts Poor Prognosis in Patients With Acute ST-segment Elevation Myocardial Infarction After Percutaneous Coronary Intervention
Lan WANG ; Yuliang MA ; Tiangang ZHU ; Wenying JIN ; Bailin JIANG ; Chengfu CAO ; Jing WANG
Chinese Circulation Journal 2024;39(5):451-455
Objectives:To evaluate the impact of global longitudinal strain(GLS)for prognosis in ST-segment elevation myocardial infarction(STEMI)patients after percutaneous coronary intervention(PCI). Methods:We enrolled 156 STEMI patients who underwent PCI and spackle tracking imaging(STI)during hospitalization from September 2020 to August 2023.Patients with Killip Ⅱ-Ⅳ at baseline were excluded,138 patients were finally included.GLS was detected by STI.Patients were divided into more impaired group(GLS>-11.7%,n=57)and less impaired group(GLS≤-11.7%,n=81)according to Youden index.Clinical characteristics and echocardiography data were analyzed.Patients were followed up for a median of 21(13,28)months.Heart failure events were compared between the two groups. Results:The peak troponin I(TnI)was significantly higher in patients with GLS>-11.7%than those with GLS≤-11.7%at admission(85 160[31 297,214 226]pg/ml vs.34 942[13 571,92 713]pg/ml,P<0.001).Culprit vessel was different between the 2 groups(P<0.001).Compared with patients with GLS≤-11.7%,patients with GLS>-11.7%had lower left ventricular ejection fraction(LVEF)([60.1±8.7]%vs.[49.2±8.3]%,P<0.001),higher proportion of regional wall motion abnormality(90.1%vs.100%,P=0.015).Both LVEF and GLS recovered in patients with GLS>-11.7%during follow-up,but remained lower as compared to patients with GLS≤-11.7%(both P<0.001).The median follow-up time was 21(13,28)months.After adjusting age,sex,culprit vessel and peak TnI,the risk of heart failure of patients with GLS>-11.7%was significant higher(HR=9.123,95%CI:1.720-43.394,P=0.009). Conclusions:STEMI patients with more impaired GLS have a higher risk of heart failure post PCI.
8.Percutaneous transhepatic papillary balloon dilation combined with dual-frequency double-pulse laser lithotripsy for large-diameter common bile duct stones
Yiran SUN ; Tao JIANG ; Honggang SHANG ; Gang CHEN ; Wei WANG ; Yongzheng WANG ; Yuliang LI ; Wujie WANG
Chinese Journal of Internal Medicine 2024;63(10):982-986
Objective:To evaluate the safety and efficacy of percutaneous transhepatic papillary balloon dilation (PTPBD) combined with flexible ureteroscopy-guided dual-frequency double-pulse ND:YAG (FREDDY) laser lithotripsy (PTPBD-FREDDY) for the treatment of giant (>1.5 cm diameter) common bile duct stones.Methods:A retrospective analysis was conducted on 26 patients with large-diameter difficult choledocholithiasis admitted to two medical centers from December 2017 to October 2021. Among these patients, four could not tolerate surgery or endoscopic treatment, six experienced failure of endoscopic treatment, and 16 refused to undergo endoscopic or surgical treatment. All patients underwent the PTPBD-FREDDY procedure. The FREDDY laser lithotripsy was performed under ureteroscopic guidance, followed by a balloon to push the stones into the duodenum. The primary endpoint was the technical success rate, and the secondary endpoints included the rate of stone recurrence and related complications.Results:All 26 patients successfully completed the operation, achieving a technical success rate of 100%. The average lithotripsy frequency and operation time for bilirubin stones were significantly higher than those of mixed stones and cholesterol stones ( P<0.01). The main postoperative complications included mild fever ( n=3), abdominal pain ( n=3), nausea ( n=2) and vomiting ( n=1). One patient experienced biliary tract bleeding, which improved after conservative treatment. No serious complications such as pancreatitis, sepsis, or biliary perforation were observed. After 2 years of follow-up, no cases of stone recurrence were observed. Conclusions:PTPBD-FREDDY is a safe and effective treatment for patients with giant common bile duct stones. It provides a new therapeutic option for patients with giant choledocholithiasis who can not tolerate surgery or have failed endoscopic treatment, demonstrating promising prospects.
9.3D-PCT-assisted CT-guided radioactive particle implantation precision
Haitao SUN ; Zhe JI ; Bin QIU ; Yuliang JIANG ; Jinghong FAN ; Junjie WANG
Chinese Journal of Radiological Medicine and Protection 2023;43(6):431-434
Objective:To study the precision of 3D printing coplanar template (3D-PCT) assisted CT-guided radioactive particle implantation using two types of phantoms, and compare the differences between the phantoms, in order to provide reference for radioactive particle implantation.Methods:The needle inserting path was designed in the brachytherapy treatment planning system (BTPS) and the needle tip coordinates were obtained. Following the needle inserting path, the implant needles were inserted into the custom and the liver phantoms, respectively. Then gold markers were implanted through the needles. Subsequently, the needles were withdrawn by 10 mm, and the cold sources were implanted. The coordinates of needle tips, gold markers, and cold sources were recorded. The precision of implanted needles, first particles, and particles after needle withdrawal were obtained by calculating the distance between two points in the space. Finally, the differences between the two phantoms were compared through independent samples t-test. Results:In the 3D-PCT-assisted CT-guided radioactive particle implantation, the precision of implanted needles, first particles, and particles after needle withdrawal in the custom and the liver phantoms was (1.89±0.72) and (2.14±0.88 ) mm ( P>0.05), (2.03±1.14) and (2.42±1.12) mm ( P>0.05), and (-1.96±1.29) and (-2.82±0.91) mm ( t=2.09, P=0.046), respectively. Conclusions:The 3D-PCT-assisted CT-guided radioactive particle implantation is efficient, stable, and precise, showing slight precision differences between the two phantoms.
10.Application of deep learning-based multimodal imaging to the automatic segmentation of glioblastoma targets for radiotherapy
Suqing TIAN ; Xin XU ; Yuliang JIANG ; Yinglong LIU ; Zhuojie DAI ; Wei ZHANG ; Lecheng JIA ; Junjie WANG
Chinese Journal of Radiological Medicine and Protection 2022;42(9):697-703
Objective:To explore the effects of multimodal imaging on the performance of automatic segmentation of glioblastoma targets for radiotherapy based on a deep learning approach.Methods:The computed tomography (CT) images and the contrast-enhanced T1 weighted (T1C) sequence and the T2 fluid attenuated inversion recovery (T2- FLAIR) sequence of magnetic resonance imaging (MRI) of 30 patients with glioblastoma were collected. The gross tumor volumes (GTV) and their corresponding clinical target volumes CTV1 and CTV2 of the 30 patients were manually delineated according to the criteria of the Radiation Therapy Oncology Group (RTOG). Moreover, four different datasets were designed, namely a unimodal CT dataset (only containing the CT sequences of 30 cases), a multimodal CT-T1C dataset (containing the CT and T1C sequences of 30 cases), a multimodal CT-T2-FLAIR dataset (containing the CT and T2- FLAIR sequences of the 30 cases), and a trimodal CT-MRI dataset (containing the CT, T1C, and T2- FLAIR sequences of 30 cases). For each dataset, the data of 25 cases were used for training the modified 3D U-Net model, while the data of the rest five cases were used for testing. Furthermore, this study evaluated the segmentation performance of the GTV, CTV1, and CTV2 of the testing cases obtained using the 3D U-Net model according to the indices including Dice similarity coefficient (DSC), 95% Hausdorff distance (HD95), and relative volume error (RVE).Results:The best automatic segmentation result of GTV were achieved using the CT-MRI dataset. Compared with the segmentation result using the CT dataset (DSC: 0.94 vs. 0.79, HD95: 2.09 mm vs. 12.33 mm, and RVE: 1.16% vs. 20.14%), there were statistically significant differences in DSC ( t=3.78, P<0.05) and HD95 ( t=4.07, P<0.05) obtained using the CT-MRI dataset. Highly consistent automatic segmentation result of CTV1 and CTV2 were also achieved using the CT-MRI dataset (DSC: 0.90 vs. 0.91, HD95: 3.78 mm vs. 2.41 mm, RVE: 3.61% vs. 5.35%). However, compared to the CT dataset, there were no statistically significant differences in DSC and HD95 of CTV1 and CTV2 ( P>0.05). Additionally, the 3D U-Net model yielded some errors in predicting the upper and lower bounds of GTV and the adjacent organs (e.g., the brainstem and eyeball) of CTV2. Conclusions:The modified 3D U-Net model based on the multimodal CT-MRI dataset can achieve better segmentation result of glioblastoma targets and its application potentially benefits clinical practice.

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