1.Prediction of Mismatch Repair Deficiency Status in Endometrial Cancer Using Multiparametric MRI Radiomics and Deep Learning: A Multimodal Model with Preliminary Validation
Liru WANG ; Shangying YANG ; Boyu CHEN ; Fuze CONG ; Xinran LI ; Xinyu LIU ; Huadan XUE ; Zhengyu JIN ; Yang XIANG ; Yonglan HE ; Yuan LI
Medical Journal of Peking Union Medical College Hospital 2026;17(4):976-984
To explore the clinical value of a multimodal predictive model based on multiparametric magnetic resonance imaging(MRI) radiomics combined with deep learning(DL) features for the preoperative noninvasive assessment of mismatch repair-deficient(MMRd) status in endometrial cancer(EC). Patients diagnosed with EC at Peking Union Medical College Hospital from January 2015 to December 2021 were retrospectively enrolled and randomly divided into a training set and a validation set at a ratio of 8∶2. Relevant clinical data were collected, and radiomics features and DL features were extracted from preoperative contrast-enhanced T1-weighted imaging(CE-T1WI), fat-suppressed T2-weighted imaging(fs-T2WI), and diffusion-weighted imaging(DWI) sequences. High-dimensional feature selection and dimensionality reduction were performed sequentially using the recursive feature elimination(RFE) algorithm to generate a radiomics score(Rad-score) and a deep learning score(DL-score), respectively. Multivariate logistic regression was utilized to construct a clinical model, a pure radiomics model, a clinical-radiomics model, and an integrated multimodal model incorporating clinical indicators, Rad-score, and DL-score. Model performance was assessed and compared using area under receiver operating characteristic curve(AUC) and DeLong test. A total of 509 patients were enrolled in this study, comprising 413 in the training cohort and 96 in the validation cohort. Independent predictors: Multivariate analysis indicated that preoperative fasting blood glucose level, histological grade, lymph node metastasis status, Rad-score, and DL-score were all independent significant predictors of MMRd status in EC patients. The integrated multimodal model demonstrated optimal predictive performance with an AUC of 0.699(95% CI: 0.635-0.763) in the training set, which was superior to the clinical model(AUC=0.629, 95% CI: 0.561-0.697) and the pure radiomics model(AUC=0.641, 95% CI: 0.575-0.706). In the validation set, the integrated model maintained good generalizability, achieving an AUC of 0.655(95% CI: 0.535-0.775), and its diagnostic efficacy was higher than that of the clinical model(AUC=0.578, 95% CI: 0.450-0.705) and the pure radiomics model(AUC=0.611, 95% CI: 0.488-0.734). According to the DeLong test, the incorporation of DL features resulted in the clinicalradiomicsdeep learning model performing better than both the clinicalonly model( The initially developed clinical-radiomics-deep learning model exhibits a certain predictive potential for the MMRd status in patients with EC. The inclusion of DL features may help complement the limitations of traditional evaluations, offering a preliminary radiological reference for preoperative non-invasive screening. However, given the current diagnostic performance, its overall accuracy and clinical generalizability warrant further validation in multi-center, large-sample external cohort studies.
2.Ethical issues and reflections on clinical research of radiopharmaceuticals
Yonglan HU ; Li WANG ; Feng JIANG ; Jiyin ZHOU ; Zhengjun CHEN ; Jie ZHANG ; Zengrui ZHANG
Chinese Medical Ethics 2025;38(2):254-260
Radiopharmaceuticals play an important role in the diagnosis and treatment of cardiovascular and cerebrovascular diseases, malignant tumors, central nervous system diseases, and other diseases. Under the urgent need for clinical diagnosis and treatment as well as medical development, the clinical research of radiopharmaceuticals has become a hotspot in international research. By analyzing the current situation of clinical research on radiopharmaceuticals in Europe, America, and China, the ethical issues of clinical research on radiopharmaceuticals were elaborated from four aspects, including lack of relevant laws and regulations, a higher risk of radiopharmaceuticals, dilemmas in ethical review, and insufficient radiation protection. Response principles and measures were proposed from four aspects, including improving regulations and policies, enhancing radiological protection for all parties involved in the research, strengthening ethical review, and reinforcing the training of relevant personnel, to enhance the quality and level of clinical research on radiopharmaceuticals.
3.Correlation between type 2 diabetes and hepatitis B virus infection
Wu LIU ; Tianshuo ZHAO ; Liguo YANG ; Genxia GAO ; Wenli MIAO ; Tongxia ZENG ; Yonglan CHEN ; Lina ZHANG ; Xiaoyan CHE ; Lihong WANG ; Junhan ZHANG ; Bingfeng HAN ; Fuqiang CUI
Chinese Journal of Epidemiology 2025;46(5):833-839
Objective:To analyze the latent prevalence of hepatitis B and type 2 diabetes and their correlation through an observational study.Methods:This study used a case-control design. The cases with diabetes were recruited through the diabetes management system and village doctors, while the controls without diabetes were screened from volunteers recruited by village health clinics. Capillary blood samples were collected from the study participants for the measurement of real-time blood glucose level, and venous blood samples were taken from them for the detections of HBV serological markers. Firth logistic regression model was used to fit the relationship between HBsAg positive status and diabetes status.Results:The study included 1 218 diabetes patients, 62 patients with impaired fasting glucose and 491 cases without diabetes. In the cases without diagnosis of diabetes, 11.15% had impaired fasting blood glucose and 4.43% had diabetes. Among those who reported no or unknown diagnosis of hepatitis B, 1.73% were positive for HBsAg, while 18.80% were positive for both HBV core antibody and surface antibody, indicating latent infection of hepatitis B virus. In the non-diabetes group, 0.81% reported hepatitis B history, and in the diabetes group, 2.76% reported hepatitis B history. After adjustment, the HBsAg positive rate was higher in the diabetes group ( OR=2.90, 95% CI: 1.21-6.91). Conclusions:Both diabetes and hepatitis B exhibited a high degree of latent prevalence. The HBsAg positive rate was significantly higher in those with diabetes than in those without diabetes, indicating a potential correlation. These findings highlighted the importance of strengthened screening and management of comorbidities.
4.Marginal zone lymphoma with acute kidney injury as the initial clinical manifestation: a case report
Hui GUO ; Jing YANG ; Fuhua CHEN ; Yonglan WANG ; Linlin SUN ; Lan LIN ; Ligen LIU ; Xiaoxia WANG
Chinese Journal of Nephrology 2025;41(8):620-623
The paper presents a case of 69-year-old male with marginal zone lymphoma (MZL) manifesting as acute kidney injury (AKI) requiring emergency hemodialysis. The patient presented with fever, fatigue and rapidly progressive renal dysfunction, and serum creatinine was 1 105 μmol/L. Emergency central venous catheterization and hemodialysis were performed. Serum immunofixation electrophoresis revealed monoclonal IgM and λ light chain positivity. Autoantibody testing showed positivity for both anti-SSA and anti-SSB antibodies. Renal biopsy demonstrated interstitial infiltration by atypical B lymphocytes with λ light chain restriction. The diagnosis of MZL was confirmed by bone marrow biopsy. Following hemodialysis and chemotherapy with bendamustine plus rituximab, renal function significantly improved and remained stable during follow-up. This case highlights that AKI may serve as the initial manifestation of lymphoma, underscoring the importance of considering hematologic malignancies in the differential diagnosis of unexplained renal failure.
5.Correlation between type 2 diabetes and hepatitis B virus infection
Wu LIU ; Tianshuo ZHAO ; Liguo YANG ; Genxia GAO ; Wenli MIAO ; Tongxia ZENG ; Yonglan CHEN ; Lina ZHANG ; Xiaoyan CHE ; Lihong WANG ; Junhan ZHANG ; Bingfeng HAN ; Fuqiang CUI
Chinese Journal of Epidemiology 2025;46(5):833-839
Objective:To analyze the latent prevalence of hepatitis B and type 2 diabetes and their correlation through an observational study.Methods:This study used a case-control design. The cases with diabetes were recruited through the diabetes management system and village doctors, while the controls without diabetes were screened from volunteers recruited by village health clinics. Capillary blood samples were collected from the study participants for the measurement of real-time blood glucose level, and venous blood samples were taken from them for the detections of HBV serological markers. Firth logistic regression model was used to fit the relationship between HBsAg positive status and diabetes status.Results:The study included 1 218 diabetes patients, 62 patients with impaired fasting glucose and 491 cases without diabetes. In the cases without diagnosis of diabetes, 11.15% had impaired fasting blood glucose and 4.43% had diabetes. Among those who reported no or unknown diagnosis of hepatitis B, 1.73% were positive for HBsAg, while 18.80% were positive for both HBV core antibody and surface antibody, indicating latent infection of hepatitis B virus. In the non-diabetes group, 0.81% reported hepatitis B history, and in the diabetes group, 2.76% reported hepatitis B history. After adjustment, the HBsAg positive rate was higher in the diabetes group ( OR=2.90, 95% CI: 1.21-6.91). Conclusions:Both diabetes and hepatitis B exhibited a high degree of latent prevalence. The HBsAg positive rate was significantly higher in those with diabetes than in those without diabetes, indicating a potential correlation. These findings highlighted the importance of strengthened screening and management of comorbidities.
6.Marginal zone lymphoma with acute kidney injury as the initial clinical manifestation: a case report
Hui GUO ; Jing YANG ; Fuhua CHEN ; Yonglan WANG ; Linlin SUN ; Lan LIN ; Ligen LIU ; Xiaoxia WANG
Chinese Journal of Nephrology 2025;41(8):620-623
The paper presents a case of 69-year-old male with marginal zone lymphoma (MZL) manifesting as acute kidney injury (AKI) requiring emergency hemodialysis. The patient presented with fever, fatigue and rapidly progressive renal dysfunction, and serum creatinine was 1 105 μmol/L. Emergency central venous catheterization and hemodialysis were performed. Serum immunofixation electrophoresis revealed monoclonal IgM and λ light chain positivity. Autoantibody testing showed positivity for both anti-SSA and anti-SSB antibodies. Renal biopsy demonstrated interstitial infiltration by atypical B lymphocytes with λ light chain restriction. The diagnosis of MZL was confirmed by bone marrow biopsy. Following hemodialysis and chemotherapy with bendamustine plus rituximab, renal function significantly improved and remained stable during follow-up. This case highlights that AKI may serve as the initial manifestation of lymphoma, underscoring the importance of considering hematologic malignancies in the differential diagnosis of unexplained renal failure.
7.Toripalimab combined with bevacizumab plus chemotherapy as first-line treatment for refractory recurrent or metastatic cervical cancer: a single-arm, open-label, phase II study (JS001-ISS-CO214)
Chen LI ; Shikai LIU ; Yonglan HE ; Hairong YAO ; Zhilin YUAN ; Jiaxin YANG ; Dongyan CAO ; Ninghai CHENG ; Junjun YANG ; Peng PENG ; Yang XIANG
Journal of Gynecologic Oncology 2025;36(3):e44-
Objective:
To evaluate the efficacy and safety of adding toripalimab to bevacizumab and platinum-based chemotherapy as first-line treatment for refractory recurrent or metastatic (R/M) cervical cancer (CC).
Methods:
Patients were administered toripalimab (240 mg) + bevacizumab (7.5 mg/kg) combined with platinum-based chemotherapy once every three weeks for six cycles, followed by the maintenance therapy involving toripalimab + bevacizumab once every 3 weeks for 12 months or when disease progression or intolerable toxicity occurred. The primary endpoint was the objective response rate (ORR) per Response Evaluation Criteria in Solid Tumors version 1.1. The secondary endpoints were safety profiles, disease control rate (DCR), progression-free survival (PFS), and overall survival (OS).
Results:
Twenty-four patients were enrolled in this study and in the final analysis. The median follow-up duration was 18.6 (range, 3.3–28.5) months. The ORR was 83.3% (95% confidence interval [CI]=62.6–95.3) and the DCR was 95.8% (95% CI=78.9–99.9); 9 (37.5%) patients achieved complete response, 11 (45.8%) achieved partial response, and 3 (12.5%) had stable disease. The median PFS was 22.6 (95% CI=10.4–34.7) months and the median OS was not reached. The most common grade 3 treatment-related adverse events (AEs) were neutropenia (41.7%) and leukopenia (16.7%). The most common immune-related AEs (irAEs) were thyroid dysfunction (37.5%) and increased adrenocorticotropic hormone (37.5%) and serum cortisol levels (33.3%). No grade ≥3 irAEs were observed.
Conclusion
Toripalimab combined with bevacizumab and platinum-based chemotherapy show promising clinical efficacy and favorable safety profile, providing an alternative firstline treatment option for patients with R/M CC.
8.Effects of hydrogen sulfide on autophagy and angiogenesis of skin wound in diabetic rats
Yuanyuan LI ; Fusheng ZHAO ; Kexin ZHANG ; Yonglan CHEN ; Na ZHANG ; Xinyue JIANG ; Chunfu GU ; Geng WU
Chinese Journal of Pathophysiology 2023;39(12):2223-2233
AIM:To explore the effect and mechanism of hydrogen sulfide(H2S)on autophagy and angiogene-sis in skin wound of diabetic rats.METHODS:Among 36 healthy 8-week-old male Sprague-Dawley rats,12 rats were se-lected as control group,and the remaining rats were intraperitoneally injected with streptozotocin(STZ)to induce diabetic model and were randomly divided into diabetes mellitus(DM)group and NaHS(H2S donor)intervention(DM+NaHS)group,with 12 rats in each group.A skin trauma model was established by excising the skin of the back of rats in each group.The rats in DM+NaHS group were intraperitoneally injected with NaHS(56 μmol/kg),and the rats in control and DM groups were daily received the same volume of normal saline for 21 consecutive days.The healing of skin wound was measured on days 0,7,14 and 21 after operation.On the 21st day after surgery,the content of H2S in skin tissues was de-tected by C-7Az fluorescent probe,and the morphological changes and angiogenesis of wound tissues were observed by HE staining.The expression of CD31 was detected by immunofluorescence staining,and endothelial autophagy was detected by double staining of CD31 and beclin-1.The protein levels of cystathionine γ-lyase(CSE),CD31,microtubule-associated protein 1 light chain 3(LC3),beclin-1,P62,Bcl-2,Bax,phosphatidylinositol 3-kinase(PI3K),protein kinase B(PKB/Akt)and mammalian target of rapamycin(mTOR)in wound tissues were determined by Western blot.Caspase-3 and propidium iodide(PI)staining was used to detect cell apoptosis,and apoptosis of vascular endothelial cells was deter-mined with CD31 and TUNEL double immunofluorescence staining.RESULTS:Compared with DM group,the wound healing rate,H2S content and CSE protein expression were significantly increased in DM+NaHS group(P<0.01),but still lower than those in control group(P<0.01).HE staining showed that the wound surface in DM group was thin and wide,with few capillary,while that in DM+NaHS group was thicker with lots of capillary and wound width was reduced.Com-pared with DM group,CD31 expression was markedly increased(P<0.01),the fluorescence intensity of caspase-3 and PI was significantly decreased(P<0.01),and CD31+/beclin-1+ as well as CD31+/TUNEL+ cells were decreased(P<0.01)in DM+NaHS group.Western blot analysis showed that compared with DM group,the levels of beclin-1,Bax and LC3-Ⅱ/LC3-Ⅰ were significantly decreased(P<0.01),while the levels of P62 and Bcl-2,as well as ratios of p-PI3K/PI3K,p-Akt/Akt and p-mTOR/mTOR were significantly increased(P<0.01)in DM+NaHS group.CONCLUSION:H2S can promote skin wound healing,which may be related to activation of PI3K/Akt/mTOR signaling pathway,inhibition of endothelial au-tophagy and apoptosis,and promotion of angiogenesis in diabetic rats.
9.Association between alcohol consumption and hyperuricemia among residents in Chengdu City
HAN Mingming ; WU Xinyu ; YANG Shujuan ; XIAO Xiong ; WEI Yonglan ; CHEN Heng
Journal of Preventive Medicine 2023;35(12):1013-1017, 1023
Objective:
To analyze the association between alcohol consumption and hyperuricemia among residents in Chengdu City, so as to provide the evidence for prevention and control of hyperuricemia.
Methods:
Based on the Natural Cohort Study in Southwest Area, residents at ages of 30 to 79 years were recruited in Chengdu City in 2018. Information of demographics, smoking, alcohol consumption and diet were collected through a questionnaire survey. Blood uric acid was tested in the laboratory. Participants were divided into never, moderate and excessive drinking groups based on alcohol consumption. A multivariable logistic regression model was used to analyze the association between alcohol consumption and hyperuricemia, and subgroup analysis was conducted according to gender, current residence, physical activity and body mass index (BMI).
Results:
A total of 20 164 residents were investigated, including 8 776 males (43.52%) and 11 388 females (56.48%), with a mean age of (51.22±12.33) years. There were 9 769 never-drinkers (48.45%), 8 310 moderate-drinkers (41.21%), and 2 085 excessive-drinkers (10.34%). Hyperuricemia was detected in 4 101 patients, with a detection rate of 20.34%. Multivariable logistic regression analysis showed that moderate drinking (OR=1.122, 95%CI: 1.031-1.222) and excessive drinking (OR=1.529, 95%CI: 1.349-1.734) were associated with an increased risk of hyperuricemia. Moderate and excessive drinking were associated with an increased risk of hyperuricemia among men, urban residents, residents with a high level of physical activity, and those with BMI less than 24 kg/m2 (all P<0.05). Excessive drinking were associated with an increased risk of hyperuricemia among rural residents, residents with a low level of physical activity and with BMI of 24 kg/m2 and higher (all P<0.05).
Conclusions
Both moderate and excessive drinking are associated with an increased risk of hyperuricemia. Moderate drinking is not associated with a higher risk of hyperuricemia among rural residents, residents with a low level of physical activity and with BMI of 24 kg/m2 and higher.
10.Amide proton transfer-weighted MRI of cervical squamous carcinoma: correlation with Ki-67 proliferation status
Yonglan HE ; Chengyu LIN ; Yafei QI ; Xiaoqi WANG ; Hailong ZHOU ; Yuan LI ; Bo CHEN ; Yang XIANG ; Huadan XUE ; Zhengyu JIN
Chinese Journal of Radiology 2021;55(5):517-521
Objective:To investigate the correlation between amide proton transfer-weighted (APTw) values and Ki-67 labeling index of cervical squamous cell carcinoma.Methods:From October 2017 to December 2018, 24 patients with cervical squamous cell carcinoma [International Federation of Gynecology and Obstetrics (FIGO) stage Ⅰ-Ⅲ] were prospectively enrolled in Peking Union Medical College Hospital and underwent pelvic morphological MRI on a 3.0 T MR scanner, including three-dimensional turbo-spin-echo APTw imaging and DWI. The maximum diameters of the lesions, APTw values and ADC values on the slice with the maximum diameter of the lesion were independently measured by two radiologists. The ICC was computed to evaluate the inter-observer consistency. Ki-67 immunohistochemical expression status was assessed by one pathologist. The Pearson correlation analysis was performed between the APTw values, maximum diameters, ADC values and Ki-67 labeling index.Results:The APTw values of cervical squamous cell carcinoma were (2.9±0.5)%. Inter-observer ICC was 0.972 (95%CI 0.937-0.988). The APTw values were positively moderately correlated with Ki-67 labeling index [(61.9±18.7)%, r=0.532, P=0.008]. The maximum diameters of the lesions were (28.7±10.6) mm. The mean ADC values were (0.998±0.217)×10 -3 mm 2/s. No correlations were found between maximum diameters, ADC values and Ki-67 labeling index ( r=0.038, P=0.859; r=0.238, P=0.263). Conclusion:APTw values can partially reveal the proliferation status of cervical squamous cell carcinoma.


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