1.Prognosis of patients with resectable pancreatic ductal adenocarcinoma treated by AG or AG combined with PD-1 inhibitor regimen and application value of CCF risk score
Junnan HUANG ; Yiyun HUANG ; Linwei XU ; Fang HAN ; Qianwei JIANG ; Yuhua ZHANG
Chinese Journal of Digestive Surgery 2025;24(5):609-616
Objective:To evaluate the prognosis of patients with resectable pancreatic ductal adenocarcinoma (PDAC) treated by gemcitabine and nab-paclitaxel (AG) or AG combined with pro-grammed death-1 (PD-1) inhibitor regimen and application value of the Cleveland Clinic Foundation (CCF) risk score.Methods:The retrospective cohort study was conducted. The clinicopathological data of 151 PDAC patients who were treated by AG regimen or AG combined with PD-1 inhibitor regimen in Zhejiang Cancer Hospital from January 2013 to March 2024 were collected. There were 84 males and 67 females, aged (64±9)years. Observation indicators: (1) comparison of clinical characteristics among resectable PDAC patients with different CCF risk score; (2) analysis of influencing factors for overall survival time of resectable PDAC patients; (3) survival of resectable PDAC patients. Comparison of measurement data with skewed distribution between groups was conducted using the Mann-Whitney U test. Comparison of count data between groups was conducted using the chi-square test. Comparison of ordinal data between groups was conducted using the rank sum test. Univariate and multivariate analyses were conducted using the Cox regression model. Kaplan-Meier method was used to calculate survival rate and plot survival curve, and Log-rank test was used for survival analysis. Results:(1) Comparison of clinical characteristics among resectable PDAC patients with different CCF risk score. Based on CCF risk score, 102 of 151 patients were classified as low risk and 49 cases were classified as intermediate-to-high risk. There were signi-ficant differences in sex, age, smoking status, alcohol consumption, hypertension, and diabetes between the two categories ( P<0.05). (2) Analysis of influencing factors for overall survival time of resectable PDAC patients. Results of multivariate analysis showed that the treatment regimen was an indepen-dent influencing factor for overall survival time of resectable PDAC patients ( hazard ratio=1.976, 95% confidence interval as 1.065?3.666, P<0.05). (3) Survival of resectable PDAC patients. The follow-up time of 151 patients was 21.8(18.7,24.2)months, and the median overall survival time was 23.3(19.0,32.4)months. The follow-up time was 22.1(18.9,30.7)months of patients treated by AG regimen and 11.2(8.1,23.3)months of patients treated by AG combined with PD-1 inhibitor regimen, respectively. The median overall survival time of the two types of patients was 24.4(17.2,31.7)months and 16.9(8.9,24.9)months. The 1-year overall survival rates were 79.1% and 60.0%, and the 2-year overall survival rates were 53.4% and 28.5%, respectively. There was a significant difference in the overall survival between the two types of patients ( hazard ratio=1.913, 95% confidence interval as 1.041?3.516, P<0.05). Of the intermediate-to-high risk patients, the follow-up time was 18.5(8.8,28.1)months of 37 patients treated by AG regimen and 8.1(7.3,9.0)months of 12 patients treated by AG combined with PD-1 inhibitor regimen. The median overall survival time of the two types of patients was 32.4(15.7,49.0)months and 8.9(5.7,12.1)months, respectively. The 1-year overall survival rates were 82.7% and 31.3%, and the 2-year overall survival rates were 66.5% and 0, respectively. There was a significant difference in the overall survival between the two types of patients ( hazard ratio=5.402, 95% confidence interval as 1.811?16.118, P<0.05). Conclusions:The treatment regimen is an independent influencing factor for overall survival in patients with resectable PDAC. Compared with the AG combined with PD-1 inhibitor regimen, AG regimen is associated with good survival of patients with resectable PDAC. For patients classified as intermediate-to-high risk based on the CCF risk score, AG regimen is assiociated with a better overall survival compared to AG combined with PD-1 inhibitor regimen.
2.Prognosis of patients with resectable pancreatic ductal adenocarcinoma treated by AG or AG combined with PD-1 inhibitor regimen and application value of CCF risk score
Junnan HUANG ; Yiyun HUANG ; Linwei XU ; Fang HAN ; Qianwei JIANG ; Yuhua ZHANG
Chinese Journal of Digestive Surgery 2025;24(5):609-616
Objective:To evaluate the prognosis of patients with resectable pancreatic ductal adenocarcinoma (PDAC) treated by gemcitabine and nab-paclitaxel (AG) or AG combined with pro-grammed death-1 (PD-1) inhibitor regimen and application value of the Cleveland Clinic Foundation (CCF) risk score.Methods:The retrospective cohort study was conducted. The clinicopathological data of 151 PDAC patients who were treated by AG regimen or AG combined with PD-1 inhibitor regimen in Zhejiang Cancer Hospital from January 2013 to March 2024 were collected. There were 84 males and 67 females, aged (64±9)years. Observation indicators: (1) comparison of clinical characteristics among resectable PDAC patients with different CCF risk score; (2) analysis of influencing factors for overall survival time of resectable PDAC patients; (3) survival of resectable PDAC patients. Comparison of measurement data with skewed distribution between groups was conducted using the Mann-Whitney U test. Comparison of count data between groups was conducted using the chi-square test. Comparison of ordinal data between groups was conducted using the rank sum test. Univariate and multivariate analyses were conducted using the Cox regression model. Kaplan-Meier method was used to calculate survival rate and plot survival curve, and Log-rank test was used for survival analysis. Results:(1) Comparison of clinical characteristics among resectable PDAC patients with different CCF risk score. Based on CCF risk score, 102 of 151 patients were classified as low risk and 49 cases were classified as intermediate-to-high risk. There were signi-ficant differences in sex, age, smoking status, alcohol consumption, hypertension, and diabetes between the two categories ( P<0.05). (2) Analysis of influencing factors for overall survival time of resectable PDAC patients. Results of multivariate analysis showed that the treatment regimen was an indepen-dent influencing factor for overall survival time of resectable PDAC patients ( hazard ratio=1.976, 95% confidence interval as 1.065?3.666, P<0.05). (3) Survival of resectable PDAC patients. The follow-up time of 151 patients was 21.8(18.7,24.2)months, and the median overall survival time was 23.3(19.0,32.4)months. The follow-up time was 22.1(18.9,30.7)months of patients treated by AG regimen and 11.2(8.1,23.3)months of patients treated by AG combined with PD-1 inhibitor regimen, respectively. The median overall survival time of the two types of patients was 24.4(17.2,31.7)months and 16.9(8.9,24.9)months. The 1-year overall survival rates were 79.1% and 60.0%, and the 2-year overall survival rates were 53.4% and 28.5%, respectively. There was a significant difference in the overall survival between the two types of patients ( hazard ratio=1.913, 95% confidence interval as 1.041?3.516, P<0.05). Of the intermediate-to-high risk patients, the follow-up time was 18.5(8.8,28.1)months of 37 patients treated by AG regimen and 8.1(7.3,9.0)months of 12 patients treated by AG combined with PD-1 inhibitor regimen. The median overall survival time of the two types of patients was 32.4(15.7,49.0)months and 8.9(5.7,12.1)months, respectively. The 1-year overall survival rates were 82.7% and 31.3%, and the 2-year overall survival rates were 66.5% and 0, respectively. There was a significant difference in the overall survival between the two types of patients ( hazard ratio=5.402, 95% confidence interval as 1.811?16.118, P<0.05). Conclusions:The treatment regimen is an independent influencing factor for overall survival in patients with resectable PDAC. Compared with the AG combined with PD-1 inhibitor regimen, AG regimen is associated with good survival of patients with resectable PDAC. For patients classified as intermediate-to-high risk based on the CCF risk score, AG regimen is assiociated with a better overall survival compared to AG combined with PD-1 inhibitor regimen.
3.Construction and Testing of Health LifeStyle Evidence (HLSE)
Chen TIAN ; Yong WANG ; Yilong YAN ; Yafei LIU ; Yao LU ; Mingyao SUN ; Jianing LIU ; Yan MA ; Jinling NING ; Ziying YE ; Qianji CHENG ; Ying LI ; Jiajie HUANG ; Shuihua YANG ; Yiyun WANG ; Bo TONG ; Jiale LU ; Long GE
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1413-1421
Healthy lifestyles and good living habits are effective strategies and important approaches to prevent chronic non-communicable diseases. With the development of evidence-based medicine, the evidence translation system has made some achievements in clinical practice. There is, however, no comprehensive, professional and efficient system for translating lifestyle evidence globally. Therefore, the Health Lifestyle Evidence (HLSE) Group of Lanzhou University constructed the HLSE Evidence Translation System (
4.Construction and Testing of Health LifeStyle Evidence (HLSE)
Chen TIAN ; Yong WANG ; Yilong YAN ; Yafei LIU ; Yao LU ; Mingyao SUN ; Jianing LIU ; Yan MA ; Jinling NING ; Ziying YE ; Qianji CHENG ; Ying LI ; Jiajie HUANG ; Shuihua YANG ; Yiyun WANG ; Bo TONG ; Jiale LU ; Long GE
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1413-1421
Healthy lifestyles and good living habits are effective strategies and important approaches to prevent chronic non-communicable diseases. With the development of evidence-based medicine, the evidence translation system has made some achievements in clinical practice. There is, however, no comprehensive, professional and efficient system for translating lifestyle evidence globally. Therefore, the Health Lifestyle Evidence (HLSE) Group of Lanzhou University constructed the HLSE Evidence Translation System (
5.Quantifying carotid stiffness in a pre-hypertensive population with ultrafast ultrasound imaging
Xuehui MA ; Zhengqiu ZHU ; Yinping WANG ; Bixiao SHEN ; Xuezhong JIANG ; Wenjun LIU ; Yiyun WU ; Chong ZOU ; Yun LUAN ; Hui GAO ; Hui HUANG
Ultrasonography 2023;42(1):89-99
Purpose:
The aim of this study was to assess carotid stiffening in a pre-hypertensive (PHT) population using ultrafast pulse wave velocity (ufPWV).
Methods:
This study retrospectively enrolled 626 individuals who underwent clinical interviews, serum tests, and assessments of the systolic blood pressure (SBP), diastolic blood pressure (DBP), carotid intima-media thickness (cIMT), pulse wave velocity-beginning of systole (PWV-BS), and pulse wave velocity-end of systole (PWV-ES) between January 2017 and December 2021. The patients were divided into three groups according to their blood pressure (BP)—normal BP (NBP): SBP <130 mmHg and DBP <80 mmHg (n=215); PHT: 130 mmHg≤SBP<140 mmHg and/or 80 mmHg≤DBP<90 mmHg (n=119); hypertensive (HT): SBP ≥140 mmHg and/or DBP ≥90 mmHg (n=292). Correlation analyses and comparisons were performed among the groups and in the cIMT subgroups (cIMT ≥0.050 cm and <0.050 cm).
Results:
cIMT and PWV-ES significantly differed among the BP groups (P<0.05). The BP groups had similar PWV-BS when cIMT <0.050 cm or cIMT ≥0.050 cm (all P>0.05). However, the NBP group had a notably lower PWV-ES than the PHT (P<0.001 and P=0.024) and HT (all P<0.001) groups in both cIMT categories, while the PWV-ES in the PHT group were not significantly lower than in the HT group (all P>0.05).
Conclusion
Carotid morphological and biomechanical properties in the PHT group differed from those in the NBP group. ufPWV could be used for an early evaluation of carotid stiffening linked to pre-hypertension.
6.Construction of formative assessment information platform of standardized residency training
Lü HUANG ; Haowen JIANG ; Yingjie ZHOU ; Bei WANG ; Yiyun YANG
Chinese Journal of Medical Education Research 2023;22(10):1547-1552
In this study, we designed a core competency-oriented formative assessment system for standardized residency training. A formative assessment information platform was established according to this formative assessment system. We described the business process design in detail and how to use information technology for assessment data application. The corresponding data were fed back to residents, instructors, rotation departments, specialty bases, and residency training management departments to promote continuous quality improvement. Meanwhile, we demonstrated the difficulties, deficiencies, and future direction of the construction of formative assessment information platform.
7.Mechanism of curcumin in the treatment of diabetic retinopathy based on network pharmacology and molecular docking
Yuanyuan DU ; Yiyun WANG ; Rong ZHAO ; Ji ZHANG ; Xiaoyan JI ; Jiayu LU ; Fangfang JI ; Hui LOU ; Ziyuan JIANG ; Jiang HUANG
Chinese Journal of Experimental Ophthalmology 2023;41(12):1152-1159
Objective:To investigate the mechanism of curcumin in the treatment of diabetic retinopathy (DR) by network pharmacology and molecular docking.Methods:The compounds targets of curcumin were predicted by SEA and SwissTargetPrediction databases, and the DR target genes were obtained by CTD database.The different genes were mapped and matched by Venny database to screen their intersections.The intersecting genes were submitted to GeneMANIA database to construct a protein-protein interaction network.WebGestalt database was used to conduct enrichment analysis and AutoDock Vina was used to perform molecular docking of the core targets.Results:A total of 52 targets of curcumin, 1 599 targets of DR and 48 intersecting targets were detected.The core targets were serine/threonine-protein kinase 1 (AKT1), tumor necrosis factor-α (TNF-α), epidermal growth factor receptor (EGFR), signal transduction and activator of transcription 3 (STAT3) and heat shock protein 90 alpha family class A member 1 (HSP90AA1). Enrichment analysis suggested that these targets were mainly associated with signaling pathways, including the EGFR tyrosine kinase inhibitor resistance signaling pathway, hypoxia-inducible factor-1 (HIF-1) signaling pathway, interleukin (IL)-17 signaling pathway and advanced glycosylation end product-the receptor of advanced glycosylation end product (AGE-RAGE) signaling pathway.Conclusions:Curcumin may play an important role in the treatment of DR by regulating multiple signaling pathways to inhibit the inflammatory response and combat oxidative stress.
8.Discovery and development of brain-penetrant 18F-labeled radioligands for neuroimaging of the sigma-2 receptors.
Ying ZHANG ; Tao WANG ; Xiaojun ZHANG ; Winnie DEUTHER-CONRAD ; Hualong FU ; Mengchao CUI ; Jinming ZHANG ; Peter BRUST ; Yiyun HUANG ; Hongmei JIA
Acta Pharmaceutica Sinica B 2022;12(3):1406-1415
We have discovered and synthesized a series of indole-based derivatives as novel sigma-2 (σ 2) receptor ligands. Two ligands with high σ 2 receptor affinity and subtype selectivity were then radiolabeled with F-18 in good radiochemical yields and purities, and evaluated in rodents. In biodistribution studies in male ICR mice, radioligand [18F]9, or 1-(4-(5,6-dimethoxyisoindolin-2-yl)butyl)-4-(2-[18F]fluoroethoxy)-1H-indole, was found to display high brain uptake and high brain-to-blood ratio. Pretreatment of animals with the selective σ 2 receptor ligand CM398 led to significant reductions in both brain uptake (29%-54%) and brain-to-blood ratio (60%-88%) of the radioligand in a dose-dependent manner, indicating high and saturable specific binding of [18F]9 to σ 2 receptors in the brain. Further, ex vivo autoradiography in male ICR mice demonstrated regionally heterogeneous specific binding of [18F]9 in the brain that is consistent with the distribution pattern of σ 2 receptors. Dynamic positron emission tomography imaging confirmed regionally distinct distribution and high levels of specific binding for [18F]9 in the rat brain, along with appropriate tissue kinetics. Taken together, results from our current study indicated the novel radioligand [18F]9 as the first highly specific and promising imaging agent for σ 2 receptors in the brain.
9.Carotid stiffening predicts cardiovascular risk stratification in mid-life: non-invasive quantification with ultrafast ultrasound imaging
Zhengqiu ZHU ; Lingshan CHEN ; Wenjun LIU ; Yiyun WU ; Chong ZOU ; Xinyi ZHANG ; Shanshan HE ; Yinping WANG ; Bixiao SHEN ; Xuehui MA ; Hui GAO ; Yun LUAN ; Hui HUANG
Ultrasonography 2022;41(3):462-472
Purpose:
The present study investigated the association between Systematic COronary Risk Evaluation (SCORE)-estimated cardiovascular risk and carotid stiffening in a middle-aged population using ultrafast pulse wave velocity (ufPWV).
Methods:
This study enrolled 683 participants without known cardiovascular disease or diabetes mellitus who underwent ufPWV measurements. Clinical interviews, physical examinations, laboratory findings, carotid intima-media thickness (cIMT), pulse wave velocity (PWV) at the beginning of systole (PWV-BS), and PWV at the end of systole (PWV-ES) were assessed. Each participant underwent an assessment of SCORE risk based on major cardiovascular risk factors (CVRFs), including age, sex, smoking, systolic blood pressure (SBP), and total cholesterol (TC). Crude and adjusted odds ratios (ORs) with 95% confidence intervals and ordinal logistic regression were used. Overall CVRFs were adjusted to assess ORs.
Results:
cIMT and carotid stiffening in PWV-BS and PWV-ES were significantly different between sex subgroups (all P<0.05), but only PWV-ES increased gradually in age and SCORE-estimated risk subgroups (all P<0.05). Compared with cIMT (r=0.388, P<0.001) and PWV-BS (r=0.159, P<0.001), PWV-ES was more strongly correlated with SCORE categories (r=0.405, P<0.001). Higher PWV-ES values were associated with SCORE categories independently of sex, SBP, TC, and smoking in moderate-risk and high-risk subgroups (OR, 1.63; P<0.001 and OR, 2.12; P=0.024, respectively), but were not independent of age in all risk subgroups (all P>0.05).
Conclusion
Carotid stiffening quantified by ufPWV is linked to SCORE categories, and elevated PWV-ES may aid in cardiovascular risk stratification.
10.Artificial intelligence-assisted diagnosis system of benign and malignant gastric ulcer based on deep learning
Li HUANG ; Yanxia LI ; Lianlian WU ; Shan HU ; Yiyun CHEN ; Jun ZHANG ; Ping AN ; Honggang YU
Chinese Journal of Digestive Endoscopy 2020;37(7):476-480
Objective:To construct an artificial intelligence-assisted diagnosis system to detect gastric ulcer lesions and identify benign and malignant gastric ulcers automatically.Methods:A total of 1 885 endoscopy images were collected from November 2016 to April 2019 in the Digestive Endoscopy Center of Renmin Hospital of Wuhan University. Among them, 636 were normal images, 630 were with benign gastric ulcers, and 619 were with malignant gastric ulcers. A total of 1 735 images belonged to training data set and 150 images were used for validation. These images were input into the Res-net50 model based on the fastai framework, the Res-net50 model based on the Keras framework, and the VGG-16 model based on the Keras framework respectively. Three separate binary classification models of normal gastric mucosa and benign ulcers, normal gastric mucosa and malignant ulcers, and benign and malignant ulcers were constructed.Results:The VGG-16 model showed the best ability of classification. The accuracy of the validation set was 98.0%, 98.0% and 85.0%, respectively, for distinguishing normal gastric mucosa from benign ulcers, normal gastric mucosa from malignant ulcers, and benign ulcers from malignant ulcers.Conclusion:The artificial intelligence-assisted diagnosis system obtained in this study shows noteworthy ability of detection of ulcerous lesions, and is expected to be used in clinical to assist doctors to detect ulcer and identify benign and malignant ulcers.

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