1.ResNet-Vision Transformer based MRI-endoscopy fusion model for predicting treatment response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: A multicenter study.
Junhao ZHANG ; Ruiqing LIU ; Di HAO ; Guangye TIAN ; Shiwei ZHANG ; Sen ZHANG ; Yitong ZANG ; Kai PANG ; Xuhua HU ; Keyu REN ; Mingjuan CUI ; Shuhao LIU ; Jinhui WU ; Quan WANG ; Bo FENG ; Weidong TONG ; Yingchi YANG ; Guiying WANG ; Yun LU
Chinese Medical Journal 2025;138(21):2793-2803
BACKGROUND:
Neoadjuvant chemoradiotherapy followed by radical surgery has been a common practice for patients with locally advanced rectal cancer, but the response rate varies among patients. This study aimed to develop a ResNet-Vision Transformer based magnetic resonance imaging (MRI)-endoscopy fusion model to precisely predict treatment response and provide personalized treatment.
METHODS:
In this multicenter study, 366 eligible patients who had undergone neoadjuvant chemoradiotherapy followed by radical surgery at eight Chinese tertiary hospitals between January 2017 and June 2024 were recruited, with 2928 pretreatment colonic endoscopic images and 366 pelvic MRI images. An MRI-endoscopy fusion model was constructed based on the ResNet backbone and Transformer network using pretreatment MRI and endoscopic images. Treatment response was defined as good response or non-good response based on the tumor regression grade. The Delong test and the Hanley-McNeil test were utilized to compare prediction performance among different models and different subgroups, respectively. The predictive performance of the MRI-endoscopy fusion model was comprehensively validated in the test sets and was further compared to that of the single-modal MRI model and single-modal endoscopy model.
RESULTS:
The MRI-endoscopy fusion model demonstrated favorable prediction performance. In the internal validation set, the area under the curve (AUC) and accuracy were 0.852 (95% confidence interval [CI]: 0.744-0.940) and 0.737 (95% CI: 0.712-0.844), respectively. Moreover, the AUC and accuracy reached 0.769 (95% CI: 0.678-0.861) and 0.729 (95% CI: 0.628-0.821), respectively, in the external test set. In addition, the MRI-endoscopy fusion model outperformed the single-modal MRI model (AUC: 0.692 [95% CI: 0.609-0.783], accuracy: 0.659 [95% CI: 0.565-0.775]) and the single-modal endoscopy model (AUC: 0.720 [95% CI: 0.617-0.823], accuracy: 0.713 [95% CI: 0.612-0.809]) in the external test set.
CONCLUSION
The MRI-endoscopy fusion model based on ResNet-Vision Transformer achieved favorable performance in predicting treatment response to neoadjuvant chemoradiotherapy and holds tremendous potential for enabling personalized treatment regimens for locally advanced rectal cancer patients.
Humans
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Rectal Neoplasms/diagnostic imaging*
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Magnetic Resonance Imaging/methods*
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Male
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Female
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Middle Aged
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Neoadjuvant Therapy/methods*
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Aged
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Adult
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Chemoradiotherapy/methods*
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Endoscopy/methods*
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Treatment Outcome
2.Drug-eluting bead TACE combined with apatinib and camrelizumab for treating massive hepatocellular carcinoma
Jinwei CHEN ; Jianzhuang REN ; Xuhua DUAN ; Pengfei CHEN ; Xingshu ZHU
Chinese Journal of Interventional Imaging and Therapy 2024;21(2):65-69
Objective To observe the value of drug-eluting bead TACE(D-TACE)combined with apatinib and camrelizumab for treating massive hepatocellular carcinoma(HCC).Methods Data of 35 patients with massive HCC who underwent D-TACE sequential apatinib and camrelizumab were retrospectively analyzed.The overall survival(OS)and progression free survival(PFS)were recorded,and the objective response rate(ORR),disease control rate(DCR)and treatment-related adverse event(TRAE)were evaluated.Results Combination treatment were all successfully performed in all 35 cases.At the last follow-up,the median PFS was 8.09 months,and the median OS was 20.00 months.One,3,6,and 12 months after treatments,ORR was 65.71%(23/35),71.43%(25/35),65.71%(23/35)and 60.71%(17/28),respectively,DCR was 94.29%(33/35),88.57%(31/35),80.00%(28/35)and 67.86%(19/28),respectively.TRAE of combination treatment mainly ranged from grade 1 to 2,and all relieved after symptomatic treatments.Conclusion D-TACE combined with apatinib and camrelizumab was effective and safe for treating massive HCC,with controllable adverse reactions.
3.Clinical guidelines for the diagnosis and treatment of osteoporotic thoracolumbar vertebral fracture with kyphotic deformity in the elderly (version 2024)
Jian CHEN ; Qingqing LI ; Jun GU ; Zhiyi HU ; Shujie ZHAO ; Zhenfei HUANG ; Tao JIANG ; Wei ZHOU ; Xiaojian CAO ; Yongxin REN ; Weihua CAI ; Lipeng YU ; Tao SUI ; Qian WANG ; Pengyu TANG ; Mengyuan WU ; Weihu MA ; Xuhua LU ; Hongjian LIU ; Zhongmin ZHANG ; Xiaozhong ZHOU ; Baorong HE ; Kainan LI ; Tengbo YU ; Xiaodong GUO ; Yongxiang WANG ; Yong HAI ; Jiangang SHI ; Baoshan XU ; Weishi LI ; Jinglong YAN ; Guangzhi NING ; Yongfei GUO ; Zhijun QIAO ; Feng ZHANG ; Fubing WANG ; Fuyang CHEN ; Yan JIA ; Xiaohua ZHOU ; Yuhui PENG ; Jin FAN ; Guoyong YIN
Chinese Journal of Trauma 2024;40(11):961-973
The incidence of osteoporotic thoracolumbar vertebral fracture (OTLVF) in the elderly is gradually increasing. The kyphotic deformity caused by various factors has become an important characteristic of OTLVF and has received increasing attention. Its clinical manifestations include pain, delayed nerve damage, sagittal imbalance, etc. Currently, the definition and diagnosis of OTLVF with kyphotic deformity in the elderly are still unclear. Although there are many treatment options, they are controversial. Existing guidelines or consensuses pay little attention to this type of fracture with kyphotic deformity. To this end, the Lumbar Education Working Group of the Spine Branch of the Chinese Medicine Education Association and Editorial Committee of Chinese Journal of Trauma organized the experts in the relevant fields to jointly develop Clinical guidelines for the diagnosis and treatment of osteoporotic thoracolumbar vertebral fractures with kyphotic deformity in the elderly ( version 2024), based on evidence-based medical advancements and the principles of scientificity, practicality, and advanced nature, which provided 18 recommendations to standardize the clinical diagnosis and treatment.
4.Effect of TACE with drug-loaded microspheres versus with iodinated oil emulsion on liver fibrosis
Daqian HAN ; Hao LI ; Manzhou WANG ; Chao LIANG ; Jiacheng WANG ; Wenze XU ; Yangyang NIU ; Donglin KUANG ; Jianzhuang REN ; Xuhua DUAN
Chinese Journal of Hepatobiliary Surgery 2024;30(10):738-743
Objective:To compare the effects of drug-loaded microsphere TACE (D-TACE) and iodinated oil emulsion TACE (cTACE) on liver fibrosis in the treatment of advanced hepatocellular carcinoma (HCC).Methods:Clinical data of 113 patients with HCC treated with D-TACE or cTACE at the First Affiliated Hospital of Zhengzhou University from October 2019 to September 2020 were retrospectively analyzed, including 96 males and 17 females, aged (56.8±9.8) years old. According to treatment protocol, patients were divided into two groups: the D-TACE group ( n=57) and the cTACE group ( n=56). Liver fibrosis panel, fibrosis index (FIB-4), aspartate aminotransferase to platelet ratio index (APRI), and liver stiffness measurement (LSM) were compared between the groups at four timepoints: pre-treatment, one month after the first TACE, one month after the second TACE, and 12 months after the first TACE. Follow-ups were conducted through outpatient visits or telephone reviews to assess patient survivals. Data including the progression-free survival (PFS) and number of TACE sessions were compared between the two groups. Results:The D-TACE group received 2.84±1.12 sessions of treatment during the observation period, compared to 4.05±1.44 sessions of cTACE group ( t=4.94, P<0.001). The median PFS in D-TACE and cTACE groups were 10.0 and 5.0 months, respectively ( P<0.001). At one month after the second TACE and at 12 months after the first TACE, patients in cTACE group had a higher serum levels of fibrosis markers including hyaluronic acid, type IV collagen, type III procollagen N peptide and laminin than those in D-TACE group (all P<0.05). At the same timepoints, patients in cTACE group also had higher APRI, FIB-4 and LSM than those in D-TACE group (all P<0.05). Conclusion:Compared to cTACE, patients in D-TACE group received fewer sessions of treatment during the first year after initial TACE, and the degree of liver fibrosis was also lower in D-TACE group.
5.Efficacy and safety of 125I intraluminal irradiation combined with lenvatinib in treatment of progressive extrahepatic cholangiocarcinoma
Xingshu ZHU ; Pengfei CHEN ; Mengfan ZHANG ; Fangzheng LI ; Jinwei CHEN ; Wenguang ZHANG ; Xuhua DUAN ; Jianzhuang REN ; Xinwei HAN
Journal of Clinical Hepatology 2023;39(10):2406-2412
ObjectiveTo investigate the efficacy and safety of 125I intraluminal irradiation combined with lenvatinib in the treatment of progressive extrahepatic cholangiocarcinoma. MethodsA retrospective analysis was performed for 25 patients with progressive extrahepatic cholangiocarcinoma who attended Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, from January 2018 to November 2021, and according to the treatment modality, they were divided into combination group with 13 patients (125I intraluminal irradiation combined with lenvatinib) and control group (125I intraluminal irradiation alone). The two groups were compared in terms of technical success rates, changes in liver function, stent patency, survival time, and incidence rates of adverse events. The independent-samples t test was used for comparison of normally distributed continuous data between two groups, and the Wilcoxon rank-sum test was used for comparison of continuous data with skewed distribution between two groups; the Fisher’s exact test was used for comparison of categorical data between groups. The Kaplan-Meier method and the log-rank test were used to evaluate survival time and stent patency. ResultsAll patients had successful implantation of biliary stents and 125I particles, with a technical success rate of 100%. After 1 month of treatment, both groups had significant improvements in the serum levels of total bilirubin, direct bilirubin, alanine aminotransferase, and aspartate aminotransferase (all P<0.05). There were significant differences between the control group and the combination group in the duration of stent patency (7.0 months vs 9.5 months, P=0.022) and median survival time (11.5 months vs 15.6 months, P=0.008). There were no intolerable adverse events in the combination group during treatment. ConclusionCompared with 125I intraluminal irradiation alone, 125I intraluminal irradiation combined with lenvatinib has better efficacy and is a safe and effective treatment regimen for progressive extrahepatic cholangiocarcinoma.
6.Safety and efficacy of camrelizumab added to second-line therapy after drug-eluting bead transarterial chemoembolization combined with apatinib for unresectable hepatocellular carcinoma
Yancang ZHANG ; Manzhou WANG ; Xinwei HAN ; Xuhua DUAN ; Jianzhuang REN ; Hao LI ; Wenhui WANG ; Wenze XU
Journal of Clinical Hepatology 2023;39(4):834-842
Objective To investigate the safety and efficacy of camrelizumab added to second-line therapy after drug- eluting bead transarterial chemoembolization (DTACE) combined with apatinib for unresectable hepatocellular carcinoma (HCC). Methods A retrospective analysis was performed for 89 HCC patients with camrelizumab added to second-line therapy who attended The First Affiliated Hospital of Zhengzhou University from December 2019 to December 2020. The primary endpoints were overall survival (OS) and progression-free survival (PFS) after the application of camrelizumab, and the secondary endpoints were objective remission rate (ORR), disease control rate (DCR), and treatment-related adverse events (TRAEs). The Kaplan-Meier method was used to plot survival curves, the Log-rank test was used for stratified analysis of subgroups based on baseline characteristics, and the influencing factors for prognosis were analyzed. Results A total of 89 patients were screened and followed up in this study. The patients were followed up to December 2021, with a median follow-up time of 16 months, a median OS time of 17.0 (95% confidence interval [ CI ]: 15.3-18.7) months, and a median PFS time of 7.0 (95% CI : 6.2-7.8) months. There were significant differences in OS and PFS between the patients with different ECOG-PS scores, liver function Child-Pugh classes, portal vein invasion, patterns of progression, times of DTACE treatment, durations of oral administration of apatinib, and durations of application of camrelizumab (all P < 0.05). At 3 and 6 months after the application of camrelizumab, ORR was 39.3% and 22.4%, respectively, and DCR was 80.9% and 54.1%, respectively. The univariate analysis using the Log-rank test showed that compared with the patients receiving 0 time of DTACE treatment, the patients receiving 3-4 or 1-2 times of DTACE treatment had significant improvements in median OS [22.0 (95% CI : 21.1-22.9) months and 17.0 (95% CI : 15.8-18.2) months vs 10.0 (95% CI : 7.0-13.0) months, χ 2 =31.423, P < 0.001] and PFS [10.0 (95% CI : 7.0-13.0) months and 7.0 (95% CI : 6.2-7.8) months vs 3.0 (95% CI : 1.9-4.1) months, χ 2 =20.741, P < 0.001]; compared with the patients using apatinib for ≤4 months, the patients using apatinib for > 4 months had significant improvements in median OS [21.0 (95% CI : 19.1-22.9) months vs 14.0 (95% CI : 10.4-17.6) months, χ 2 =19.399, P < 0.001] and PFS [9.0 (95% CI : 7.3-10.7) months vs 5.0 (95% CI : 4.0-6.0) months, χ 2 =27.733, P < 0.001]; compared with the patients using camrelizumab for ≤5 months, the patients using camrelizumab for > 5 months had significant improvements in median OS [22.0 (95% CI : 20.2-23.8) months vs 13.0 (95% CI : 9.3-16.7) months, χ 2 =22.336, P < 0.001] and PFS [9.0 (95% CI : 7.0-11.0) months vs 5.0 (95% CI : 4.1-5.9) months, χ 2 =26.141, P < 0.001]. Post-embolization syndrome was the adverse event after DTACE and resolved after symptomatic treatment. Adverse reactions related to targeted drugs and immunotherapy all resolved after symptomatic supportive treatment, with no grade ≥4 adverse reactions, and no patients withdrew from target-free therapy due to TRAEs. Conclusion As for DTACE combined with apatinib in the treatment of unresectable HCC, camrelizumab added after progression has a marked therapeutic efficacy with safe and controllable TRAEs.
7.Changes in the pathogen spectrum of hospitalized adults with community-acquired pneumonia in Fujian Province: A multicenter, retrospective study from 2012 to 2018.
Fan WU ; Jian WU ; Nengluan XU ; Qunying LIN ; Dongfa QIU ; Xuhua LYU ; Ming LIN ; Wenxiang YUE ; Yan XIAO ; Lili REN ; Yusheng CHEN ; Hongru LI
Chinese Medical Journal 2023;136(8):989-991
8.A cost-effect analysis of transarterial chemoembolization with CalliSpheres beads loaded with arsenic trioxide versus arsenic trioxide iodized oil emulsion in treatment of unresectable liver cancer
Wenhui WANG ; Xuhua DUAN ; Hao LI ; Shuguang JU ; Manzhou WANG ; Jianzhuang REN ; Xinwei HAN
Journal of Clinical Hepatology 2021;37(9):2125-2129
Objective To investigate the cost-effect of transarterial chemoembolization (TACE) with CalliSpheres beads loaded with arsenic trioxide (ATO) (CBATO) versus ATO iodized oil emulsion (conventional TACE, cTACE) in the treatment of unresectable liver cancer. Methods A total of 100 patients with advanced liver cancer who attended The First Affiliated Hospital of Zhengzhou University from May 2017 to December 2018 were enrolled and divided into CBATO group( n =45) and cTACE group( n =55) according to the treatment regimen. Progression-free survival (PFS) was used to evaluate the efficacy of quality-adjusted life year (QALY), and European Quality of Life-5 Dimensions (EQ-5D) index was used to evaluate quality of life. The t -test was used for comparison of continuous data between groups, and the chi-square test was used for comparison of categorical data between groups; the number of surgeries, length of hospital stay, treatment cost, and incremental cost-effectiveness ratio (ICER) were calculated for the two groups, and then a cost-effect analysis was performed. Results Within the PFS time, the per capita hospital cost was 96 446 yuan in the CBATO group and 91 230.43 yuan in the cTACE group. There were significant differences between the two groups in the mean number of surgeries (2.5±0.7 vs 3.4±0.8, t =16.911, P < 0.01) and mean hospital stay (5.8±1.2 days vs 7.5±1.8 days, t =12.459, P < 0.01). The CBATO group had a significantly higher QALY than the cTACE group (0.804 vs 0.512). Compared with the cTACE group, the CBATO group had an ICER of 17 861.53 yuan/QALY for unresectable liver cancer. Conclusion Although CBATO has a higher surgery cost than cTACE, CBATO has a better clinical effect than cTACE and can reduce the number of surgeries and length of hospital stay, with a better postoperative quality of life than cTACE, suggesting that CBATO has marked cost-effect advantages.
9.Observation of short-term efficacy of bronchial arterial chemoembolization combined with anlotinib for treatment of advanced non-small cell lung cancer
Wenhui WANG ; Xuhua DUAN ; Hao LI ; Manzhou WANG ; Fangzheng LI ; Pengfei CHEN ; Wenze XU ; Jianzhuang REN ; Xinwei HAN
Cancer Research and Clinic 2021;33(12):908-912
Objective:To observe the short-term efficacy and safety of bronchial arterial chemoembolization (BACE) combined with anlotinib for treatment of advanced non-small cell lung cancer (NSCLC).Methods:The clinical data of 14 patients with advanced NSCLC in the First Affiliated Hospital of Zhengzhou University from June 2018 to March 2019 were retrospectively analyzed. The short-term efficacy and adverse reactions of BACE combined with anlotinib hydrochloride were evaluated.Results:All patients successfully received BACE treatment twice. The median follow-up time was 19 months (8-26 months). The objective response rate (ORR) of patients at 1, 3 and 6 months after the first treatment was 100.0% (14/14), 71.4% (10/14) and 57.1% (8/14), and the disease control rate (DCR) was 100.0% (14/14), 92.8% (13/14) and 78.6% (11/14), respectively. The median progression-free survival (PFS) time was 9.5 months (95% CI 9.0-17.3 months), and the 6-month and 12-month PFS rates were 78.6% and 28.6%, respectively. The median overall survival (OS) time was 19.0 months (95% CI 18.4-23.1 months), and the 6-month and 12-month OS rates were 100.0% and 85.7%, respectively. Anlotinib hydrochloride-related adverse reactions included hand-foot syndrome [42.9% (6/14)], fatigue [35.7% (5/14)], hypertension [35.7% (5/14)], oral mucositis [28.6% (4/14)], hemoptysis [28.6% (4/14)], elevated aminotransferases [21.4% (3/14)] and diarrhea [14.3% (2/14)]. There were no grade ≥3 adverse reactions. Conclusion:BACE combined with anlotinib is safe and effective for treatment of advanced NSCLC, and the short-term clinical efficacy is satisfactory.
10.Clinical value of emergency endovascular embolization in the interventional treatment for oral hemorrhage caused by carcinoma
Fan TANG ; Pengfei CHEN ; Fangzheng LI ; Donglin KUANG ; Jiaxing WANG ; Li WAN ; Xinwei HAN ; Jianzhuang REN ; Xuhua DUAN
Chinese Journal of Stomatology 2021;56(4):370-373
To evaluate the clinical value of emergency endovascular embolization in the interventional treatment for oral hemorrhage caused by carcinoma, 32 patients with oral hemorrhage caused by carcinoma, who received emergency endovascular embolization due to unsatisfactory hemostatic effect of conventional conservative treatment in the First Affiliated Hospital of Zhengzhou University from January 2014 to December 2019, were included in this study and their clinical data, laboratory data and imaging information were retrospectively analyzed. There were 16 males and 16 females, aged (60.6±13.6) years (34-88 years). Technical successful rate of emergency endovascular embolization, immediate successful rate of controlling hemorrhage, blood pressure before and after operation, hemoglobin before and after operation, postoperative complications and recurrence rate of oral hemorrhage were statistically analyzed. Results showed that technical successful rate of operation and immediate successful rate of controlling oral hemorrhage are both 100% (32/32). Recurrent oral hemorrhage occurred in 4 patients (13%). The hemorrhagic shock symptoms of all patients were significantly improved after interventional therapy. After operation, local swelling happened in 34% (11/32) patients and intermittent local pain happened in 22% (7/32) within 24 hours; the swelling and the pain gradually disappeared from 2nd to 5th days. Mild complications of transient fever happened in 9% (3/32) patients and disappeared spontaneously in the short term. No serious complications such as blindness, cerebrovascular accident or central nervous system disturbance occurred in all patients after operations. During the whole follow-up period (1 to 12 months), a total of 8 patients died. The causes of death were progression and metastasis of carcinoma ( n=4), heart failure ( n=2), severe pneumonia ( n=1) and respiratory failure caused by recurrent oral hemorrhage ( n=1). Owing to the remarkable short-term curative effect, repeatable operation, low recurrence rate of oral hemorrhage and low incidence of complications, emergency endovascular embolization can be used in the clinical therapy and application of oral hemorrhage caused by carcinoma.

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