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*
;
Magnetic Resonance Imaging/methods*
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Male
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Female
;
Middle Aged
;
Neoadjuvant Therapy/methods*
;
Aged
;
Adult
;
Chemoradiotherapy/methods*
;
Endoscopy/methods*
;
Treatment Outcome
2.Application Value of Neoadjuvant Targeted Therapy in Patients with EGFR-mutant Resectable Lung Adenocarcinoma.
Shijie HUANG ; Mengying FAN ; Kaiming PENG ; Wanpu YAN ; Boyang CHEN ; Wu WANG ; Tianbao YANG ; Keneng CHEN ; Mingqiang KANG ; Jinbiao XIE
Chinese Journal of Lung Cancer 2025;28(7):487-496
BACKGROUND:
The proportion of patients with non-small cell lung cancer (NSCLC) harboring epidermal growth factor receptor (EGFR) mutations is relatively high in China. However, these patients currently lack significant benefits from available neoadjuvant treatment options. This study aims to explore the potential application value of neoadjuvant targeted therapy by evaluating its efficacy and safety in patients with EGFR-mutant resectable lung adenocarcinoma.
METHODS:
A multicenter retrospective study was used to analyze the treatment effect of patients with stage IIA-IIIB EGFR-mutant lung adenocarcinoma who underwent surgical resection after receiving neoadjuvant targeted therapy from July 2019 to October 2024.
RESULTS:
A total of 24 patients with EGFR-mutant lung adenocarcinoma from three centers were included in this study. All patients successfully underwent surgery and achieved R0 resection of 100.0%. The objective response rate (ORR) was 83.3% (20/24) . The major pathologic response (MPR) rate was 37.5% (9/24), with 2 patients (8.3%) achieving pathological complete response (pCR). During neoadjuvant therapy, 13 out of 24 patients (54.2%) experienced adverse events of grade 1-2, with no occurrences of ≥ grade 3. The most common treatment-related adverse events were rash (n=4, 16.7%), mouth sores (n=2, 8.3%), and diarrhea (n=2, 8.3%). The median follow-up time was 33.0 months, no deaths occurred in all patients, and the overall survival (OS) rate was 100.0%. The 1-year disease-free survival (DFS) rate was 91.1%, and the 2-year DFS rate remained at 86.2%.
CONCLUSIONS
The application of neoadjuvant targeted therapy in patients with EGFR-mutant resectable lung adenocarcinoma is safe and feasible, and is expected to become a highly promising neoadjuvant treatment option for the patients with EGFR-mutant lung adenocarcinoma.
Humans
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ErbB Receptors/metabolism*
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Male
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Female
;
Middle Aged
;
Adenocarcinoma of Lung/surgery*
;
Neoadjuvant Therapy
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Lung Neoplasms/surgery*
;
Aged
;
Retrospective Studies
;
Mutation
;
Adult
3.Radiologic Assessment of Knee Phenotypes Based on the Coronal Plane Alignment of the Knee Classification in a Korean Population
Hong Yeol YANG ; Tae Woong YOON ; Joon Yeong KIM ; Jong Keun SEON
Clinics in Orthopedic Surgery 2024;16(3):422-429
Background:
The Coronal Plane Alignment of the Knee (CPAK) classification system has been developed as a comprehensive system that describes 9 coronal plane phenotypes based on constitutional limb alignment and joint line obliquity (JLO). Due to the characteristics of Asian populations, which show more varus and wider distribution in lower limb alignment than other populations, modification of the boundaries of the arithmetic hip-knee-ankle angle (aHKA) and JLO should be considered. The purpose of this study was to determine the knee phenotype in a Korean population based on the original CPAK and modified CPAK classification systems.
Methods:
We reviewed prospectively collected data of 500 healthy and 500 osteoarthritic knees between 2021 and 2023 using radiographic analysis and divided them based on the modified CPAK classification system by widening the neutral boundaries of the aHKA to 0° ± 3° and using the actual JLO as a new variable. Using long-leg standing weight-bearing radiographs, 6 radiographic parameters were measured to evaluate the CPAK type: the mechanical HKA angle, medial proximal tibial angle (MPTA), lateral distal femoral angle (LDFA), aHKA, JLO, and actual JLO.
Results:
From 2 cohorts of 1,000 knees, the frequency distribution representing all CPAK types was different between the healthy and arthritic groups. The most common categories were type II (38.2%) in the healthy group and type I (53.8%) in the arthritic group based on the original CPAK classification. The left and upward shift in the distribution of knee phenotypes in the original classification was corrected evenly after re-establishing the boundaries of a neutral aHKA and the actual JLO. According to the modified CPAK classification system, the most common categories were type II (35.2%) in the healthy group and type I (38.0%) in the arthritic group.
Conclusions
Although the modified CPAK classification corrected the uneven distribution seen when applying the original classification system in a Korean population, the most common category was type I in Korean patients with osteoarthritic knees in both classification systems. Furthermore, there were different frequencies of knee phenotypes among healthy and arthritic knees.
4.Analysis of Clinical Epidemiological Characteristics of 15,967 Lung Cancer Surgery Patients in Yunnan Cancer Hospital from 2013 to 2022.
Ruke TANG ; Yujie LEI ; Lianhua YE ; Guangqiang ZHAO ; Xudong XIANG ; Gaofeng LI ; Guangjian LI ; Xi WANG ; Ying CHEN ; Kaiyun YANG ; Xiaobo CHEN ; Jiapeng YANG ; Min ZHAO ; Bingquan XIANG ; Qiubo HUANG ; Guangcan LUO ; Hongwei ZHANG ; Yunchao HUANG
Chinese Journal of Lung Cancer 2024;27(12):911-918
BACKGROUND:
Lung cancer is a disease with a high incidence rate in Yunnan province, yet there is a paucity of large-scale studies on its clinical epidemiology. This research aims to investigate the epidemiological characteristics of patients who underwent lung cancer surgery at Yunnan Cancer Hospital over the past decade, thereby providing a theoretical basis for the prevention and treatment of lung cancer.
METHODS:
Clinical data were collected from 15,967 patients who underwent lung cancer surgery at Yunnan Cancer Hospital between 2013 and 2022. A statistical analysis was conducted on the patients' general data, surgical information, pathological types of lung cancer, and other clinical epidemiological characteristics.
RESULTS:
Among the 15,967 cases of lung cancer, 46.3% were male and 53.7% were female, with the male-to-female ratio ranging from 0.68 to 1.61:1. The median age was 56 years (interquartile range: 49-63), and 37.0% of the patients were in the age group of 50-59 years. Since 2017, there has been an annual increase in the proportion of patients under the age of 60 years. The smoking status of the patients showed that 28.1% were smokers and 71.9% were non-smokers. Qujing city accounted for 41.4% and Kunming city for 23.2% of the cases in Yunnan province, with 29.6% of patients originating from Xuanwei and Fuyuan areas of Qujing city. The distribution of affected lung lobes was as follows: right upper lobe 28.2%, right middle lobe 6.3%, right lower lobe 20.1%, left upper lobe 22.7%, and left lower lobe 16.4%. The use of thoracoscopic surgery increased from 30.8% to 96.3%, with single-port thoracoscopic surgery comprising 61.3%. Lobectomy was performed in 64.2% of cases, wedge resection in 17.2%, and segmentectomy in 12.2%. The proportion of lobectomy decreased from 83.1% to 46.1%. The proportion of patients in stages 0-I increased from 43.5% to 82.8%, while stages II-IV decreased from 56.5% to 17.2%. Adenocarcinoma increased from 75.6% to 88.3%, and squamous cell carcinoma decreased from 21.5% to 8.6%. Among adenocarcinoma patients, 60.9% were female. Among sguamous cell carcinoma patients, 90.6% were male. The peak age for adenocarcinoma was 50-59 years, and for squamous cell carcinoma, it was 60-69 years. The smoking rate was higher among squamous cell carcinoma patients (65.9%) compared to adenocarcinoma patients (22.3%). Adenocarcinoma patients had a higher proportion in stages 0-I (76.3%), while squamous cell carcinoma patients were more prevalent in stages II-III (64.1%).
CONCLUSIONS
The findings indicate an increasing proportion of female patients with adenocarcinoma, a younger age of onset, a higher proportion of non-smoking lung cancer patients, and an increased proportion of stages 0-I lung cancer. These trends may reflect the epidemiological characteristics of patients undergoing lung cancer surgery in Yunnan and surrounding areas over the past decade.
Humans
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Female
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Male
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Lung Neoplasms/pathology*
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Middle Aged
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China/epidemiology*
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Aged
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Adult
;
Aged, 80 and over
5.Multiple gastrointestinal melanoma causing small bowel intussusception
Jian Yang ENG ; Salehah TAHKIN ; Huzairi YAACOB ; Nor Hayati YUNUS ; Ahmad Shan Wani Mohamed SIDEK ; Michael Pak-Kai WONG
Annals of Coloproctology 2023;39(1):85-88
A 61-year-old gentleman presented with small bowel intussusception from small bowel melanoma intussusceptum. He complains of intermittent abdominal distension but no history of intestinal obstruction. Apart from this, he was also symptomatic anemia which required repeated transfusion for the past few months. The contrast-enhanced computed tomography of the abdomen shows an omental mass with small bowel intussusception. He then underwent an exploratory laparotomy with segmental resection of the affected segment. Histopathological examination confirmed primary gastrointestinal melanoma. Multiple small bowel malignant melanoma is a rare disease. It remains a controversial diagnosis as it may be a primary or metastasis from an unidentified or regressed primary cutaneous melanoma. Prompt surgical intervention enables us to obtain tissue diagnosis, prevent complete intestinal obstruction and strategize the goals of treatment for the patient.
6.Schisandrin B Improves the Hypothermic Preservation of Celsior Solution in Human Umbilical Cord Mesenchymal Stem Cells
Ying ZHANG ; Peng WANG ; Mei-xian JIN ; Ying-qi ZHOU ; Liang YE ; Xiao-juan ZHU ; Hui-fang LI ; Ming ZHOU ; Yang LI ; Shao LI ; Kang-yan LIANG ; Yi WANG ; Yi GAO ; Ming-xin PAN ; Shu-qin ZHOU ; Qing PENG
Tissue Engineering and Regenerative Medicine 2023;20(3):447-459
BACKGROUND:
Human umbilical cord mesenchymal stem cells (hUCMSCs) have emerged as promising therapy for immune and inflammatory diseases. However, how to maintain the activity and unique properties during cold storage and transportation is one of the key factors affecting the therapeutic efficiency of hUCMSCs. Schisandrin B (SchB) has many functions in cell protection as a natural medicine. In this study, we investigated the protective effects of SchB on the hypothermic preservation of hUCMSCs.
METHODS:
hUCMSCs were isolated from Wharton’s jelly. Subsequently, hUCMSCs were exposed to cold storage (4 °C) and 24-h re-warming. After that, cells viability, surface markers, immunomodulatory effects, reactive oxygen species (ROS), mitochondrial integrity, apoptosis-related and antioxidant proteins expression level were evaluated.
RESULTS:
SchB significantly alleviated the cells injury and maintained unique properties such as differentiation potential, level of surface markers and immunomodulatory effects of hUCMSCs. The protective effects of SchB on hUCMSCs after hypothermic storage seemed associated with its inhibition of apoptosis and the anti-oxidative stress effect mediated by nuclear factor erythroid 2–related factor 2 signaling.
CONCLUSION
These results demonstrate SchB could be used as an agent for hypothermic preservation of hUCMSCs.
7. Study on the effect of Zizyphus jujube kernel freeze-dried powder on sleep awakening state and energy metabolism rate in rats
Wen-Xiang XU ; Yang-Chun RUAN ; Hong-Sheng BIAN ; Yan-Yan WANG ; Shuang YU ; Ting-Li LI ; Ii-Li HUANG
Chinese Pharmacological Bulletin 2022;38(2):305-310
Objective To explore the effeet of Zizyphus jujubekernelfreeze - dried powder on sleep and wakefulness and energy metabolism rate in rats under 24 h eontinuous darkness and its mechanism. Method U- sing the eortieal eleetroeneephalography method and the experimental animal monitoring system (CLAMS) and taking the time of wakefulness and sleep as well as the number of activities, food intake, and caloric pro- duetion as indicators to explore the funetion of it on improving energy metabolism rate. Theenzyme - linked immunoassay was used to determine the changes in the eontent of LEP, POMC, and NPY involved in energy regulation in the hypothalamus, so as to study the energy change mechanism of it. Result Compared with the DD group, the MAT group had redueed daytime awakening time, increased sleep time, deereased aetivities, no signifieant differenee in food intake, and inereased caloric production. There was no significant difference in night awakening and sleep time, no significant difference in the number of activities, reduced food intake , and increased caloric production. The weight gain of rats decreased; Compared with the DD group, the LEP content in the hypothalamus of the MAT group increased, the POMC content increased and the NPY content decreased. Conclusion By increasing LEP, POMC content and decreasing NPY content in hypothalamus , Zizyphus jujubekemelfreeze - dried powder collected the disturbance of sleep and wakefulness state and abnormal energy metabolism rate of rats caused by 24 h continuous dark condition.
8.Occlusion with Bronchial Covered Stent in the Management of Bronchial Stump Fistula after Right Middle and Lower Lobectomy: A Case Report and Literature Review.
Miao HUANG ; Fangliang LU ; Shaolei LI ; Yuquan PEI ; Liang WANG ; Yue YANG
Chinese Journal of Lung Cancer 2021;24(4):299-304
BACKGROUND:
Bronchopleural fistula (BPF) is one of the most serious and rare postoperative complications, especially the bronchial stump fistula after lobectomy/pneumonectomy. Common treatment options include conservative medical treatment combined with surgery. However, due to the delayed healing of the fistula, the chest cavity continues to communicate with the outside world, and the patient is prone to complicated with severe thoracic infection and respiratory failure, so that the physical condition can hardly tolerate the second surgical procedure. Endoscopic treatment provides a new option for the treatment of this complication.
METHODS:
A case of right pulmonary squamous cell carcinoma was admitted to the Department of Thoracic Surgery II, Peking University Cancer Hospital in June 2016. The diagnosis and treatment was retrospectively analyzed, and the literature was reviewed.
RESULTS:
A 65 year old male patient was admitted to hospital because of "cough with blood in sputum for 3 months". Chest computed tomography (CT) showed soft tissue density mass shadow in the right lower lobe. A tumor could be seen in the opening of the right middle lobe and basal segment of lower lobe. Biopsy confirmed squamous cell carcinoma. Diagnosis consideration: squamous cell carcinoma of the middle and lower lobe of the right lung (cT2aN2, IIIa). Patients received gemcitabine plus cisplatin neoadjuvant chemotherapy for 2 cycles, and the effect of chemotherapy showed stable disease (SD). Four weeks after chemotherapy, the patient underwent video-assisted thoracic surgery (VATS) assisted right middle and lower lobectomy and mediastinal lymph node dissection. On the 5th day after operation, the patient developed acute respiratory distress syndrome (ARDS) and was transferred to intensive care unit (ICU) again after endotracheal intubation. On the 7th day after operation, the patient developed a right intermediate trunk bronchial stump fistula, but due to ARDS, the patient's physical condition could not tolerate the second operation. Under the support of extracorporeal membrane oxygenation (ECMO), a membrane covered, expandable, hinged stent was inserted into the intermediate trunk bronchial stump through rigid bronchoscope, and was successfully blocked. Due to no improvement in ARDS and irreversible pulmonary interstitial fibrosis, the patient received double lung transplantation successfully after systemic anti-infection treatment.
CONCLUSIONS
Endoscopic implantation of covered stent is a simple, safe and effective method for closure of bronchial stump fistula. When the patient's clinical situation is not suitable for immediate surgery, endoscopic stent implantation can be used as a preferred treatment method to create opportunities for follow-up treatment.
9.ELISA detection method for IgG, IgM and IgA antibodies against hepatitis E virus: Establishment and preliminary application
Baochai LIN ; Ping FU ; Tiancheng LI ; Caoyi LIU ; Yang GAO ; Yu LIU
Chinese Journal of Blood Transfusion 2021;34(5):482-485
【Objective】 To establish an indirect ELISA method for detecting IgG, IgM and IgA antibodies against Hepatitis E virus (HEV). 【Methods】 Tn-5 cells were infected with recombinant HEV baculovirus, and HEV-like particles (VLP) were collected and purified for coating antigen. The reaction conditions and methodology of indirect ELISA method were established and evaluated. The prevalence of HEV antibody among blood donors in Xishuangbanna were detected. 【Results】 The collected and purified VLP showed HEV antigenicity. The positive rates of anti-HEV IgG, IgM and IgA in blood donors in Xishuangbanna Prefecture were 18%(90/500), 5.6%(28/500) and 2.6%(13/500), respectively. The recent HEV infection rate was 1.8 % (9/500), and the seroprevalence of hepatitis E was 19.8% (99/500). Of the 13 anti-HEV IgA positive samples, 2 were both anti-HEV IgG and IgM negative. 【Conclusion】 HEV antibody positive is common among blood donors in Xishuangbanna, some of which are recent infections, posing a threat to the safety of blood transfusion. HEV IgA antibody indirect ELISA combined with human HEV IgM antibody detection can improve the detection rate of recent HEV infection.
10.Inhibitory effect of PI3Kδ inhibitor idelalisib on proliferation of human myeloid leukemia cells and the reversal effect on drug resistance to adriamycin.
Kunlun LI ; Pingyong YI ; Hanjia LUO ; Jiwei LI ; Liu MENG ; Min TANG ; Weisi ZENG ; Shuo YANG ; Wei WANG
Journal of Central South University(Medical Sciences) 2020;45(12):1389-1397
OBJECTIVES:
To investigate the effect of adriamycin (ADM), idelalisib or ADM and their combination on cell proliferation and intracellular concentration of ADM, and to explore the reversal effect of idelalisib on drug resistance to ADM.
METHODS:
The K562 and K562/ADM cells were respectively treated with ADM and idelalisib at different concentrations. The 50% inhibitory concentration (IC
RESULTS:
The cell survival rates were significantly decreased in a dose-dependent manner when the cells were treated with different doses of ADM (0.001-10.000 mg/L ). The IC
CONCLUSIONS
Idelalisib exerts effect on inhibition of the proliferation in myeloid leukemia K562 and K562/ADM cells, which may partially reverse the drug resistance of K562/ADM cells to ADM. The mechanisms for the effect of idelalisib may be related to increasing the accumulation of ADM and inducing the cell apoptosis in the K562 and K562/ADM cells.
ATP Binding Cassette Transporter, Subfamily B, Member 1
;
Cell Proliferation
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Doxorubicin/pharmacology*
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Drug Resistance, Multiple
;
Drug Resistance, Neoplasm
;
Humans
;
K562 Cells
;
Leukemia, Myeloid
;
Purines
;
Quinazolinones

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