1.Establishment of a nomogram prediction model for poor prognosis of acute pancreatitis based on inflammatory factors, lung ultrasound, and CT scores
Xia REN ; Ye YE ; Luojie LIU ; Xiaodan XU ; Yan ZHANG
Journal of Clinical Hepatology 2025;41(4):713-721
ObjectiveTo investigate the independent risk factors for poor prognosis in patients with acute pancreatitis (AP) by analyzing inflammatory factors, lung ultrasound (LUS) scores, and CT scores, to establish a nomogram prediction model, and to provide a basis for early clinical intervention. MethodsA total of 409 patients with AP who were admitted to Changshu Hospital Affiliated to Soochow University from January 2021 to October 2023 were enrolled as subjects, and they were divided into modeling group with 288 patients and validation group with 121 patients using the simple random sampling method at a ratio of 7∶3. According to the prognosis, each group was further divided into poor prognosis group and good prognosis group. The levels of C-reactive protein (CRP), procalcitonin (PCT), interleukin-6 (IL-6), interleukin-10 (IL-10), and tumor necrosis factor-α (TNF-α) were measured for both groups within 72 hours after admission, and LUS scores, modified CT severity index (MCTSI), and extrapancreatic inflammation on computed tomography (EPIC) scores were assessed within 48 — 72 hours after admission. The independent-samples t test was used for comparison of normally distributed continuous data between groups, and the Mann-Whitney U rank sum test was used for comparison of non-normally distributed continuous data between groups; the chi-square test was used for comparison of categorical data between groups. A LASSO regression analysis was used to screen for the variables that were included in the multivariate logistic regression model to identify the independent risk factors for the poor prognosis of AP, and then a nomogram prediction model was established. The receiver operating characteristic (ROC) curve and the calibration curve were used to assess the discriminatory ability and goodness of fit of the nomogram model, and a decision curve analysis was used to assess the clinical applicability of the model. ResultsAmong the 288 patients with AP in the modeling group, there were 33 (11.46%) in the poor prognosis group and 255 (88.54%) in the good prognosis group; among the 121 patients with AP in the validation group, there were 13 (10.74%) in the poor prognosis group and 108 (89.26%) in the good prognosis group. Compared with the good prognosis group, the poor prognosis group had significantly higher levels of CRP (Z=3.607, P<0.05), IL-6 (Z=4.189, P<0.05), and TNF-α (t=2.584, P<0.05), and significantly higher scores of LUS (t=8.075, P<0.05), MCTSI (t=5.929, P<0.05), and EPIC (t=8.626, P<0.05). The multivariate logistic regression analysis showed that CRP (odds ratio [OR]=3.592, 95% confidence interval [CI]: 1.272 — 10.138, P<0.05), IL-6 (OR=4.225, 95%CI: 1.468 — 12.156, P<0.05), TNF-α (OR=3.540, 95%CI: 1.205 — 10.401, P<0.05), LUS (OR=7.094, 95%CI: 2.398 — 20.986, P<0.05), MCTSI (OR=7.612, 95%CI: 2.832 — 20.462, P<0.05), and EPIC (OR=11.915, 95%CI: 4.007 — 35.432, P<0.05) were independent risk factor for poor prognosis in patients with AP. A nomogram prediction model was established based on the above 6 indicators, which had an area under the ROC curve of 0.924 (95%CI: 0.883 — 0.964), and the Youden index for the optimal cut-off value was 0.670, with a sensitivity of 0.909 and a specificity of 0.761. The calibration curve showed good consistency between the predicted and observed results in both the modeling group and the validation group. The decision curve analysis showed that the predictive model had certain clinical effectiveness. ConclusionThe nomogram model for predicting the risk of poor prognosis in AP patients based on CRP, IL-6, TNF-α, LUS score, MCTSI score, and EPIC score has relatively good predictive performance and can provide important strategic guidance for developing early intensified treatment regimens for AP patients in clinical practice.
2.Design and clinical application of intracavitary-interstitial brachytherapy applicator template in locally advanced cervical cancer
Yi OUYANG ; Xiaodan HUANG ; Foping CHEN ; Haiying WU ; Weijun YE ; Kai CHEN ; Junyun LI ; Hongying LIU ; Miaoqing MAI ; Huikuan GU ; Huanxin LIN ; Xinping CAO
Chinese Journal of Radiation Oncology 2024;33(2):137-144
Objective:To design and evaluate the application value of intracavitary-interstitial brachytherapy (IC-ISBT) applicator template for locally advanced cervical cancer.Methods:MRI data of 100 patients with ⅡB-ⅣA stage cervical cancer (International Federation of Gynecology and Obstetrics 2018 staging system) before and after external beam radiation therapy (EBRT) admitted to Sun Yat-sen University Cancer Center from March 2019 to September 2020 were collected. The range of primary cervical lesions was retrospectively analyzed and compared. Based on the residual mass of patients, the corresponding high-risk clinical target volume (HR-CTV) was delineated, and the IC-ISBT applicator template was designed and initially applied to cervical cancer patients. Dosimetry analysis and efficacy evaluation were compared between the applicator template-guided ( n=37) and free-hand implantation groups ( n=63). Chi-square test or Fisher exact test was performed for categorical variables, and t-test or U-test for continuous variables. Results:The median distance between the residual tumor margin (clockwise 3, 6, 9, 12 o'clock) and the center of 100 patients with ⅡB-ⅣA stage cervical cancer after EBRT was 16.5, 14.0, 17.0 and 13.0 mm, respectively. The corresponding HR-CTV was superimposed to reconstruct the three-dimensional diagram, and the cylindrical IC-ISBT applicator template with mushroom-like head was designed and manufactured: the longest and shortest diameter of the head was 35 and 20 mm, respectively; the central channel was adapted to the uterine tube, the C1-C12 channels was arranged in inner circle, and the peripheral B1-B5 and A1-A4 pin channels were expanded bilaterally. In terms of dose coverage, there was no significant difference between the HR-CTV D 90% [(635.12±22.65) vs. (635.80±25.84) cGy], bladder D 2 cm3 [(473.79±44.78) vs. (463.55±66.43) cGy)], rectum D 2 cm3 [(396.99±73.54) vs. (408.00±73.94) cGy] and sigmoid colon D 2 cm3 [(293.07±152.72) vs. (311.31±135.77) cGy] between the template-guided and free-hand implantation groups (all P>0.05), but the HR-CTV D 98% was significantly higher [(544.78±32.07) vs. (536.78±32.04) cGy, P=0.007] and the rectum D 1 cm3 and D 0.1 cm3 were significantly lower [(438.62±69.65) vs. (453.97±67.89) cGy, P=0.016; (519.46±70.67) vs. (543.82±81.24) cGy, P=0.001] in the template-guided implantation group. In addition, there was no significant difference in the complete response rate between two groups (86% vs. 83%, P>0.05). Conclusions:This IC-ISBT applicator template is reasonably designed, and the therapeutic efficacy of the template-guided implantation is equivalent to that of free-hand implantation. The dose coverage of the target area meets the clinical demand with a better protection of the organs at risk. The applicator template has the potential to be widely used as a conventional template in clinical practice as the applicator-guided implantation is convenient to operate and repeat.
3.Feasibility of low radiation dose and low contrast dosage for triple-rule-out CT angiography of chest pain on the 320-row detector CT
Linxi ZHOU ; Xiaodan YE ; Shuyi YANG ; Lijun ZHANG ; Liang CHEN ; Heng ZHOU ; Jing LI ; Cheng YAN
Journal of Practical Radiology 2024;40(9):1532-1535
Objective To invesigate the feasibility of low radiation dose and low contrast dosage in triple-rule-out computed tomo-graphy angiography(TRO-CTA)on the 320-row detector CT.Methods A total of 120 patients who underwent CTA were prospec-tively selected.All patients were divided into control group(n=90)and experimental group(n=30).The control group employed standard-doses protocol of pulmonary CTA(120 kV tube voltage,45 mL contrast dosage),coronary CTA(120 kV,50-60 mL),and aortic CTA(120 kV,75 mL),while the experimental group received TRO-CTA with 100 kV and 70-80 mL.The peak time of contrast dosage at the pulmonary artery and aorta was measured by low-dose detection method in the experimental group,and the contrast examination was performed sequentially in the control group.Subjective scores and objective image quality of the pulmonary artery,coronary artery,and aorta in the experimental group and the control group were measured and compared,respectively.The effective dose(ED)between the two groups were recorded and compared.Independent samples t-test and Fisher exact probability were used to analyze the statistical differences between the above measures.Results There were no significant differences in CT values,con-trast-to-noise ratio(CNR),signal-to-noise ratio(SNR)of pulmonary artery,coronary artery and aorta between the two groups(P>0.05).The mean subjective scores of pulmonary artery,coronary artery and aorta segments in the two groups were not less than 3 points,meeting the requirement of clinical diagnosis.There was no statistical difference in subjective scores between the two groups(P>0.05).There was statistically significant difference in ED between the two groups(P<0.05).The ED of pulmonary artery,coronary artery,and aorta in the experimental group were 11.49%,13.33%,and 11.46%significantly lower than those in the control group,respec-tively.Conclusion It is feasible to obtain TRO-CTA images used by the low radiation dose and low contrast dosage on the 320-row detector CT,and radiation dose and contrast dosage can be reduced reasonably without alterations of TRO-CTA images quality in clinical practice.
4.Clinical diagnostic and therapeutic value of double-balloon enteroscopy in small bowel bleeding
Xuan XU ; Xiaodan YE ; Yanhuan GUO ; Xiaozhong WANG
China Modern Doctor 2024;62(32):61-65
Objective To discuss the clinical diagnosis and treatment value of double-balloon enteroscopy for small intestinal bleeding diseases.Methods Retrospective collection of clinical data from 87 patients who underwent double-balloon enteroscopy for small bowel bleeding in Shantou Central Hospital from August 2019 to May 2023,and analysis of the diagnosis and treatment of small bowel bleeding causes by double-balloon enteroscopy.Results Totally 87 cases of small intestinal bleeding patients underwent a total of 117 double-balloon enteroscopy examinations,with 29 performed orally and 28 performed anally,and 30 cases simultaneously underwent both oral and anal bilateral enteroscopy examinations,with the depth of oral examination greater than that of anal examination,and the duration of oral examination shorter than that of anal examination.Among them,with a diagnostic rate of double-balloon enteroscopy at 83.91%and a pathological diagnostic accuracy rate at 83.78%.Small intestinal tumors were the main cause of small intestinal bleeding in this study,with gastrointestinal stromal tumors being the most common pathological type among small intestinal tumors.The frequency of occurrence for small intestinal tumors in individuals over 40 years old was higher than those under or equal to 40 years old group,showing statistical significance.Crohn's disease occurred more frequently in the ileum compared to jejunum,and its frequency was higher in individuals under or equal to 40 years old compared to those over 40 years old group,both differences were statistically significant(P<0.05).A total of cases of small intestinal bleeding patients successfully underwent endoscopic hemostasis via double-balloon enteroscopy without any complications such as gastrointestinal perforation or severe bleeding during surgery.Conclusion Double balloon enteroscopy has a high diagnostic value for small intestinal bleeding and can provide basis for clinical treatment.
5.Clinical implications of the concentration of alveolar nitric oxide in non-small cell lung cancer.
Xiaodan CHANG ; Hua LIAO ; Lingyan XIE ; Yuehua CHEN ; Liying ZHENG ; Jianpeng LIANG ; Weiwei YU ; Yuexian WU ; Yanmei YE ; Shuyu HUANG ; Haijin ZHAO ; Shaoxi CAI ; Hangming DONG
Chinese Medical Journal 2023;136(18):2246-2248
6.Association between different obesity indicators and carotid intima-media thickness in patients with type 2 diabetes mellitus
Qian CUI ; Qingqing LOU ; Zhenzhen SUN ; Xinhua YE ; Ping YANG ; Dan FANG ; Ping YAO ; Xiaodan YUAN
Chinese Journal of Diabetes 2023;31(12):909-915
Objective To explore the relationship between different obesity indicators and carotid intima-media thickness(CIMT)in patients with type 2 diabetes mellitus(T2DM).Methods A total of 1762 T2DM patients who visited the Endocrinology Department of Changzhou Second People's Hospital Affiliated with Nanjing Medical University and the Integrated Traditional Chinese and Western Medicine Hospital Affiliated with Nanjing University of Traditional Chinese Medicine from January 2019 to February 2022 were enrolled in this study.They were divided into youth group(18~44 years old,n=402),middle aged group(45~59 years old,n=1032),and elderly group(≥60 years old,n=328)according to WHO age classification criteria.The influencing factors for CIMT thickening in T2DM patients were analyzed using binary logistic regression,and the evaluation of the predictive effect of different obesity indicators on CIMT thickening was evaluated by receiver operating characteristic(ROC)curves.Results The subcuta-neous fat area,visceral fat area(VFA),neck circumference(NC),BMI,WC,cardiac metabolic index(CMI),Chinese visceral fat index(CAVI),visceral fat index,triglyceride glucose index,body roundness index,lipid aggregation index,HbA1c,DBP,TC,TG,HDL-C,LDL-C were lower in the middle aged and elderly groups than in youth group(P<0.05).Binary logistic regression showed that VFA,NC,CMI in young T2DM patients,CAVI in middle aged T2DM patients,and NC in elderly T2DM patients were influ-encing factors for CIMT thickening.ROC curve analysis showed that VFA in young T2DM patients,CAVI in middle aged T2DM patients,and NC in elderly T2DM patients had a better predictive effect on CIMT thickening,with areas under the ROC curve of 0.567,0.574,and 0.573 respectively.Conclusion VFA,CAVI,and NC have a certain predictive effect on CIMT thickening in young,middle aged,and elderly T2DM patients.
7.A study on mechanism of lncRNA-mediated SNHG5/miR-26a-5p/MTDH signal axis promoting metastasis of colorectal cancer
Junling YE ; Xiaoying ZHENG ; Xinjian GUO ; Ruihui CHEN ; Liu YANG ; Xiaodan GOU ; Hanmei JIANG
China Oncology 2023;33(7):673-685
Background and purpose: Long non-coding RNA small nucleolar RNA host gene 5 (lncRNA SNHG5) plays a cancer-promoting role in many cancers, however its effect on colorectal cancer (CRC) and its regulatory mechanism are not clear. This study aimed to explore the mechanism of lncRNA SNHG5/miR-26a-5p/metadherin (MTDH) signal axis promoting metastasis of CRC. Methods: The data of The Cancer Genome Atlas (TCGA) database was analyzed, the abnormal expression of lncRNA in CRC was explored and analyzed the survival. Samples of CRC, paracancerous tissues and complete clinical data of patients who underwent surgical resection from October 2020 to October 2021 were collected. The expression levels of SNHG5 and miR-26a-5p in lncRNA were detected by real-time fluorescence quantitative polymerase chain reaction (RTFQ-PCR), and the expression level of MTDH was detected by immunohistochemistry. The relationship between the relative expression level of lncRNA SNHG5 in CRC and clinicopathological features and survival time was analyzed. The effects of lncRNA SNHG5 on the proliferation, migration and invasion of CRC cells were detected by cell counting kit-8 (CCK-8), clone formation, scratching assays, transwell test and in vivo xenotransplantation. The relationship between CRC cell metastasis, the expression level of epithelial-mesenchymal transition related molecules and lncRNA SNHG5 expression level by Western blot and immunohistochemical detection were explored. The physical interaction between SNHG5 and miR-26a-5p, MTDH and miR-26a-5p was studied by RNA pull-down test, double luciferase reporter gene detection and RNA co-immunoprecipitation. The functional relationship among the three was verified by CCK-8, EdU and transwell experiments. The effect of SNHG5, miR-26a-5p and MTDH expression on migration and invasion related molecules was analyzed by Western blot. Results: The results of TCGA database analysis showed that lncRNA SNHG5 was significantly upregulated in CRC. The results of RTFQ-PCR and immunohistochemistry showed that the levels of lncRNA SNHG5 and MTDH in CRC tissues were significantly upregulated (P<0.05), the level of miR-26a-5p was decreased (P<0.05), and the level of MTDH in samples with high expression of SNHG5 was also increased. The expression of lncRNA SNHG5 in CRC tissues with serosa and extraserosal invasion, distant metastasis, lymph node metastasis and TNM stage Ⅲ was significantly higher compared with subserosal invasion, no distant metastasis and lymph node metastasis and TNM stage Ⅰ-Ⅱ (P<0.05). The results of survival analysis showed that the high expression of lncRNA SNHG5 was significantly correlated with overall survival rate (P<0.05). Overexpression of lncRNA SNHG5 could enhance the proliferation, clone formation, migration and invasion of CRC cells, promote the growth and lung metastasis of transplanted tumor, increase the relative expression level of Ki-67 proliferation index and vimentin (P<0.05), and decrease the relative expression level of E-cadherin (P<0.05). However, the development of CRC cells was inhibited after inhibition of lncRNA SNHG5 expression. RNA pull-down test, double luciferase reporter gene detection and RNA co-immunoprecipitation confirmed the physical interaction between SNHG5 and miR-26a-5p, MTDH and miR-26a-5p. Upregulation of miR-26a-5p or downregulation of MTDH expression in lncRNA SNHG5 overexpressed cells partially reversed the effects of lncRNA SNHG5 on proliferation, migration, invasion and expression of related molecules in CRC cells. Conclusion: LncRNA SNHG5 is upregulated in CRC tissues and cells, and its high expression is related to tumor progression and poor survival. It can be used as a molecular sponge of miR-26a-5p to regulate the expression of MTDH to promote the proliferation and metastasis of SW620 cells.
8.A method for distinguishing benign and malignant pulmonary nodules based on 3D dual path network aided by K-means clustering analysis.
Dachuan GAO ; Xiaodan YE ; Xuewen HOU ; Yang CHEN ; Xue KONG ; Yuanzhong XIE ; Shengdong NIE
Journal of Zhejiang University. Science. B 2022;23(11):957-967
In the USA, there were about 1 806 590 new cancer cases in 2020, and 606 520 cancer deaths are expected to have occurred in 2021. Lung cancer has become the leading cause of death from cancer in both men and women (Siegel et al., 2020). Clinical studies show that the five-year survival rate of lung cancer patients after early diagnosis and treatment intervention can reach 80%, compared with that of patients having advanced lung cancer. Thus, the early diagnosis of lung cancer is a key factor to reduce mortality.
Male
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Humans
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Female
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Tomography, X-Ray Computed/methods*
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Algorithms
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Lung Neoplasms/pathology*
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Cluster Analysis
9.Segmentation of ground glass pulmonary nodules using full convolution residual network based on atrous spatial pyramid pooling structure and attention mechanism.
Ting DONG ; Long WEI ; Xiaodan YE ; Yang CHEN ; Xuewen HOU ; Shengdong NIE
Journal of Biomedical Engineering 2022;39(3):441-451
Accurate segmentation of ground glass nodule (GGN) is important in clinical. But it is a tough work to segment the GGN, as the GGN in the computed tomography images show blur boundary, irregular shape, and uneven intensity. This paper aims to segment GGN by proposing a fully convolutional residual network, i.e., residual network based on atrous spatial pyramid pooling structure and attention mechanism (ResAANet). The network uses atrous spatial pyramid pooling (ASPP) structure to expand the feature map receptive field and extract more sufficient features, and utilizes attention mechanism, residual connection, long skip connection to fully retain sensitive features, which is extracted by the convolutional layer. First, we employ 565 GGN provided by Shanghai Chest Hospital to train and validate ResAANet, so as to obtain a stable model. Then, two groups of data selected from clinical examinations (84 GGN) and lung image database consortium (LIDC) dataset (145 GGN) were employed to validate and evaluate the performance of the proposed method. Finally, we apply the best threshold method to remove false positive regions and obtain optimized results. The average dice similarity coefficient (DSC) of the proposed algorithm on the clinical dataset and LIDC dataset reached 83.46%, 83.26% respectively, the average Jaccard index (IoU) reached 72.39%, 71.56% respectively, and the speed of segmentation reached 0.1 seconds per image. Comparing with other reported methods, our new method could segment GGN accurately, quickly and robustly. It could provide doctors with important information such as nodule size or density, which assist doctors in subsequent diagnosis and treatment.
Algorithms
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China
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Disease Progression
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Humans
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Multiple Pulmonary Nodules
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Neural Networks, Computer
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Tomography, X-Ray Computed/methods*
10.Perfluorooctyl bromide nanoemulsions holding MnO2 nanoparticles with dual-modality imaging and glutathione depletion enhanced HIFU-eliciting tumor immunogenic cell death.
Xinping KUAI ; Yuefei ZHU ; Zheng YUAN ; Shengyu WANG ; Lin LIN ; Xiaodan YE ; Yiping LU ; Yu LUO ; Zhiqing PANG ; Daoying GENG ; Bo YIN
Acta Pharmaceutica Sinica B 2022;12(2):967-981
Tumor-targeted immunotherapy is a remarkable breakthrough, offering the inimitable advantage of specific tumoricidal effects with reduced immune-associated cytotoxicity. However, existing platforms suffer from low efficacy, inability to induce strong immunogenic cell death (ICD), and restrained capacity of transforming immune-deserted tumors into immune-cultivated ones. Here, an innovative platform, perfluorooctyl bromide (PFOB) nanoemulsions holding MnO2 nanoparticles (MBP), was developed to orchestrate cancer immunotherapy, serving as a theranostic nanoagent for MRI/CT dual-modality imaging and advanced ICD. By simultaneously depleting the GSH and eliciting the ICD effect via high-intensity focused ultrasound (HIFU) therapy, the MBP nanomedicine can regulate the tumor immune microenvironment by inducing maturation of dendritic cells (DCs) and facilitating the activation of CD8+ and CD4+ T cells. The synergistic GSH depletion and HIFU ablation also amplify the inhibition of tumor growth and lung metastasis. Together, these findings inaugurate a new strategy of tumor-targeted immunotherapy, realizing a novel therapeutics paradigm with great clinical significance.

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