1.Research status of conjunctival lymphangiectasia
Fuli WANG ; Xuandi SU ; Yujin WANG ; Jie RAN ; Duosheng XIA
International Eye Science 2025;25(1):59-63
Conjunctival lymphangiectasia is a low-incidence ocular surface disease that is currently rarely reported in the relevant literature. It may be related to cosmetic eyelid surgery, tumor, radiation or chemotherapy and other factors and often causes a foreign body sensation, lacrimation, eye pain, visual fatigue and other discomfort. These symptoms of constant eye irritation affect the patient's quality of life. At present, anterior segment optical coherence tomography can be used for clinical diagnosis, and the novel monoclonal antibody D2-40, as a marker of lymphatic endothelial cell dilatation, has high specificity in pathological diagnosis. Previous studies have not fully defined the pathogenesis of the disease, and treatment methods vary. Conventional treatment has resulted in varying degrees of damage to the conjunctiva in patients. In recent years, anti-vascular endothelial growth factor drugs have been reported to be effective in treating the disease with few complications. This article reviews the pathogenesis, diagnosis and treatment of this rare disease in order to gain a better understanding of conjunctival lymphangiectasia and provide more support for clinical diagnosis and treatment.
2.Development of a predictive model and application for spontaneous passage of common bile duct stones based on automated machine learning
Jian CHEN ; Kaijian XIA ; Fuli GAO ; Luojie LIU ; Ganhong WANG ; Xiaodan XU
Journal of Clinical Hepatology 2025;41(3):518-527
ObjectiveTo develop a predictive model and application for spontaneous passage of common bile duct stones using automated machine learning algorithms given the complexity of treatment decision-making for patients with common bile duct stones, and to reduce unnecessary endoscopic retrograde cholangiopancreatography (ERCP) procedures. MethodsA retrospective analysis was performed for the data of 835 patients who were scheduled for ERCP after a confirmed diagnosis of common bile duct stones based on imaging techniques in Changshu First People’s Hospital (dataset 1) and Changshu Traditional Chinese Medicine Hospital (dataset 2). The dataset 1 was used for the training and internal validation of the machine learning model and the development of an application, and the dataset 2 was used for external testing. A total of 22 potential predictive variables were included for the establishment and internal validation of the LASSO regression model and various automated machine learning models. The area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and accuracy were used to assess the performance of models and identify the best model. Feature importance plots, force plots, and SHAP plots were used to interpret the model. The Python Dash library and the best model were used to develop a web application, and external testing was conducted using the dataset 2. The Kolmogorov-Smirnov test was used to examine whether the data were normally distributed, and the Mann-Whitney U test was used for comparison between two groups, while the chi-square test or the Fisher’s exact test was used for comparison of categorical data between groups. ResultsAmong the 835 patients included in the study, 152 (18.20%) experienced spontaneous stone passage. The LASSO model achieved an AUC of 0.875 in the training set (n=588) and 0.864 in the validation set (n=171), and the top five predictive factors in terms of importance were solitary common bile duct stones, non-dilated common bile duct, diameter of common bile duct stones, a reduction in serum alkaline phosphatase (ALP), and a reduction in gamma-glutamyl transpeptidase (GGT). A total of 55 models were established using automated machine learning, among which the gradient boosting machine (GBM) model had the best performance, with an AUC of 0.891 (95% confidence interval: 0.859 — 0.927), outperforming the extreme randomized tree mode, the deep learning model, the generalized linear model, and the distributed random forest model. The GBM model had an accuracy of 0.855, a sensitivity of 0.846, and a specificity of 0.857 in the test set (n=76). The variable importance analysis showed that five factors had important influence on the prediction of spontaneous stone passage, i.e., were solitary common bile duct stones, non-dilated common bile duct, a stone diameter of <8 mm, a reduction in serum ALP, and a reduction in GGT. The SHAP analysis of the GBM model showed a significant increase in the probability of spontaneous stone passage in patients with solitary common bile duct stones, non-dilated common bile duct, a stone diameter of <8 mm, and a reduction in serum ALP or GGT. ConclusionThe GBM model and application developed using automated machine learning algorithms exhibit excellent predictive performance and user-friendliness in predicting spontaneous stone passage in patients with common bile duct stones. This application can help avoid unnecessary ERCP procedures, thereby reducing surgical risks and healthcare costs.
3.Role of neuroimmune communication via the gut-brain axis in the pathogenesis of hepatic encephalopathy
Yong LIN ; Jiongfen LI ; Feiyan LI ; Yuanqin DU ; Meiyan LIU ; Minggang WANG ; Fuli LONG ; Na WANG ; Dewen MAO
Journal of Clinical Hepatology 2024;40(12):2518-2523
Hepatic encephalopathy (HE) is a common severe liver disease syndrome in clinical practice and is one of the critical and severe diseases in internal medicine, and more than half of liver failure patients diagnosed with overt HE have a survival time of less than 1 year. A comprehensive analysis of the complex pathogenesis of HE and the development of diagnosis and treatment regimens based on evidence-based medicine are of great importance for alleviating high medical resource consumption, high medical expenses, and high incidence and mortality rates in clinical practice. The latest studies have shown that the intestinal tract and the central nervous system can perform bidirectional continuous interaction and signal transmission and regulate the function of inflammation signals, molecules, cells, and organs, which is known as neuroimmune communication and is highly consistent with the main pathological features of HE. With a focus on the mechanism of neuroimmune communication in HE, this article reviews the association between inflammation signal transduction via the gut-brain axis and neurotransmitter regulation and its role in neuroimmune communication in HE, which provides new ideas for the clinical diagnosis and treatment of HE and the research and development of related drugs.
4.Diagnosis and treatment of prostate mucosa adenocarcinoma under multidisciplinary diagnosis and treatment mode: 2 cases report and literature review
Peng WU ; Fuli WANG ; Jing ZHANG ; Jing REN ; Zhiyong QUAN ; Wanni XU ; Lichun WEI ; Weijun QIN
Journal of Modern Urology 2024;29(2):154-157
【Objective】 To explore the clinicopathological characteristics and comprehensive treatment strategies of prostate mucosa adenocarcinoma under multidisciplinary diagnosis and treatment (MDT) mode. 【Methods】 Data of two patients with typical prostate mucosa adenocarcinoma treated in our hospital during Sep.2020 and Apr.2023 were retrospectively analyzed. 【Results】 In case 1, the clinical manifestation was macroscopic hematuria; multiparametric magnetic resonance imaging (mpMRI) indicated solid prostatic nodules, clinical stage T4N1Mx; initial prostate specific antigen (PSA) was 1.2 ng/mL; 6868Ga-prostate specific membrane antigen PET/CT (68Ga-PSMA PET/CT) suggested abnormal uptake of nuclear lesions in the prostate (SUV4.2-5.3); biopsy results indicated invasive mucinous adenocarcinoma.After prostate and pelvic field radiotherapy + androgen deprivation therapy (ADT) + antihypertensive treatment, lesions were significantly reduced, and hematuria symptoms were relieved.In case 2, the clinical manifestation was dysuria; initial PSA was 91.78 ng/mL; mpMRI suggested invasion of prostate mass into the bladder and clinical stage of T4N1M1b; 68Ga-PSMA PET/CT indicated prostate and pelvic lymph nodes, and multiple bone lesions showed increased nuclide uptake; biopsy results indicated prostate adenocarcinoma with mucinous adenocarcinoma.Initial endocrine treatment was performed.After 3 months, PSA was reduced to 0.083 ng/mL, and imaging showed the tumor was significantly reduced.Robotic-assisted laparoscopic tumor prostatectomy with extended pelvic lymph node dissection was performed, and endocrine adjuvant therapy was continued after surgery. 【Conclusion】 Prostate mucosa adenocarcinoma has different clinicopathological characteristics and prognosis from conventional acinar adenocarcinoma, and the whole-process management under MDT mode is of great value in the diagnosis and treatment of this disease.
5.The protective effect and mechanism of Taraxasterol on Erastin induced ferroptosis in chondrocytes
Fuli ZHOU ; Hao WANG ; Rendi ZHU ; Yingjie ZHAO ; Yaru YANG ; Renpeng ZHOU ; Wei HU ; Chao LU
Acta Universitatis Medicinalis Anhui 2024;59(6):1053-1059
Objective To investigate the role of Taraxasterol(TAR)on ferroptosis in chondrocytes induced by Erastin.Methods The C28/I2 chondrocyte line was treated with Erastin to construct the ferroptosis model of chon-drocytes in vitro and the experiments were divided into Control,Erastin,TAR,and TAR+Erastin groups.Cell via-bility was detected by the CCK-8 assay.Cytotoxicity was detected by the lactate dehydrogenase(LDH)kit and the Calcein/PI cytokinesis kit.Flow cytometry was used to detect lipid reactive oxygen species(ROS).The intracellular glutathione(GSH)content was detected by GSH kit.Mitochondrial membrane potential was detected by JC-1 stai-ning and RH123 staining.ACSL4 and GPX4 protein expression and the key indicators of ferroptosis were detected by Western blot.Results TAR restored the decreased cell viability of C28/I2 chondrocytes induced by Erastin treatment as well as reduced Erastin-induced cytotoxicity(P<0.01).Compared with the control group,the level of intracellular lipid ROS increased(P<0.01)and the content of GSH decreased(P<0.01)after treatment with Erastin,while TAR could reduce the production of lipid ROS(P<0.01)and increase the content of GSH(P<0.01).TAR restored mitochondrial membrane potential in C28/I2 chondrocytes ferroptosis,decreased ACSL4 pro-tein expression(P<0.01)and increased GPX4 protein expression(P<0.01).In addition,TAR restored the re-duced cell viability caused by IL-1 β treatment.Conclusion TAR can inhibit Erastin induced ferroptosis in C28/I2 chondrocytes,which may be related to the regulation of ACSL4 and GPX4 protein expression.
6.Genetic modification of acetogens and optimization of fermentation process in C1-gas bioconversion.
Sai WAN ; Haoming WANG ; Xiaoqing MA ; Yang TAN ; Licheng LIU ; Fuli LI
Chinese Journal of Biotechnology 2023;39(6):2410-2429
The current linear economy model relies on fossil energy and increases CO2 emissions, which contributes to global warming and environmental pollution. Therefore, there is an urgent need to develop and deploy technologies for carbon capture and utilization to establish a circular economy. The use of acetogens for C1-gas (CO and CO2) conversion is a promising technology due to high metabolic flexibility, product selectivity, and diversity of the products including chemicals and fuels. This review focuses on the physiological and metabolic mechanisms, genetic and metabolic engineering modifications, fermentation process optimization, and carbon atom economy in the process of C1-gas conversion by acetogens, with the aim to facilitate the industrial scale-up and carbon negative production through acetogen gas fermentation.
Fermentation
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Gases/metabolism*
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Carbon Dioxide/metabolism*
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Metabolic Engineering
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Carbon/metabolism*
7.Efficacy of targeted drugs for metastatic non-clear cell renal cell carcinoma:a Meta-analysis
Rui ZHANG ; Yu ZHENG ; Guangdong HOU ; Jixue GAO ; Fuli WANG
Journal of Modern Urology 2023;28(5):394-403
【Objective】 To systematically evaluate the efficacy and safety of targeted drugs in the treatment of metastatic non-clear cell renal cell carcinoma (nccRCC) and to provide guidance for clinical treatment. 【Methods】 All observational studies and randomized controlled trials (RCTs) of nccRCC treated with targeted drugs were retrieved from the PubMed, Embase, the Cochrane Library and Web of Science. Three independent investigators screened the literature, extracted data and evaluated the quality of literature. The RCTs were evaluated using the Cochrane Handbook. One research with insufficient outcome data (follow-up bias) was assessed as high risk, and the other studies showed low or uncertain risk. The non-RCTs were evaluated with the JBI Quality Assessment Tool, and all studies displayed a low risk of bias. The data were analyzed with Stata 17.0 software. 【Results】 A total of 16 studies involving 989 patients were included. Meta-analysis showed that the objective response rate (ORR) was 12.6% (95%CI:8.1%-17.9%), the total disease control rate (DCR) was 65.3% (95%CI:58.3%-72.1%), the total median progression-free survival (PFS) was 5.80 (95%CI:4.69-6.91) months, and the median overall survival (OS) was 15.93 (95%CI:12.17-19.68) months. In subgroup analysis, the total ORR of patients with metastatic nccRCC treated with sunitinib and cabozantinib were 11.7% (95%CI:6.5%-18.0%) and 17.2% (95%CI:8.4%-28.2%), respectively. The total ORR of patients with papillary renal cell carcinoma was 9.1% (95%CI:2.4%-18.9%). 【Conclusion】 Targeted drugs have a significant effect on patients with metastatic nccRCC, but adverse reactions may occur. Targeted drugs have poor effects on metastatic papillary renal cell carcinoma, and cabozantinib may have greater survival benefits.
8.Exploring the prognostic value of platelet-lymphocyte ratios for esophageal cancer patients based on propensity score matching
Jing WANG ; Chao CHENG ; Xueli JIA ; Fuli ZHANG ; Jie LI
Chinese Journal of Radiological Medicine and Protection 2023;43(12):974-978
Objective:To explore the prognostic value of platelet-lymphocyte ratio (PLR) for esophageal cancer patients based on propensity score matching.Methods:A retrospective analysis was conducted on the clinical data of 272 esophageal cancer patients in Shanxi Province Cancer Hospital from January 2012 to December 2018. The optimal cut-off value of PLR, which was determined using the Youden index, was used to classify patients into high- and low-PLR groups. Propensity score matching (PSM) was employed to reduce the selection bias of patients. The prognostic factors were analyzed through univariate and multivariate Cox regression. The Kaplan-Meier method and the Log-Rank test were adopted for survival analysis.Results:Cox univariate analysis shows that prognosis of esophageal cancer patients was related to gender, smoking history, TNM stage, body mass index (BMI), carcinoembryonic antigen (CEA), systemic immune-inflammation index (SII), lymphocyte-monocyte ratio (LMR) and PLR ( χ2=6.63, 7.08, 30.38, 10.40, 12.95, 13.21, 4.52, 4.06, 7.77, P < 0.05). The optimal cut-off value of PLR was 159.93. Before PSM, there existed statistically significant differences in SII and LMR between the high-PLR ( n = 103) and low-PLR groups ( n = 169) ( χ2=52.23, 3.51, P<0.05). After PSM, there existed no statistical difference in prognostic indicators between the high-PLR ( n=62) and low-PLR groups ( n=62), suggesting that both groups were comparable. As revealed by Cox multivariate analysis, TNM stage, BMI, CEA, and PLR were independent risk factors for the prognosis of esophageal cancer patients both before and after PSM. The survival time of patients in the high-PLR group was significantly shorter than that in the low-PLR group ( χ2=3.29, P < 0.05). Conclusions:PLR hold critical value in evaluating the prognosis of esophageal cancer patients. A higher PLR is associated with a shorter survival time. Individualized intervention for PLR may play a positive role in improving the prognosis of patients.
9.Association between cholesterol and liver regeneration and its significance and potential value in clinical treatment of liver failure
Yong LIN ; Gengjie YAN ; Feng FENG ; Ziming PENG ; Fuli LONG ; Ailing WEI ; Minggang WANG ; Chun YAO
Journal of Clinical Hepatology 2022;38(3):708-713
Liver failure is a common severe liver disease syndrome in clinical practice and is one of the critical medical conditions in internal medicine. Massive hepatocyte death is the main pathological feature of liver failure, and its core mechanisms include endotoxin, immune response, and inflammatory cascade reaction. Effective regeneration of hepatocytes to compensate liver function is the physiological basis for promoting the good prognosis of liver failure, which directly affects the prognosis and quality of life of patients with liver failure. It has been found in clinical practice that liver failure patients with a low serum level of cholesterol tend to have an extremely high mortality rate, but as an index of hepatocyte anabolism, the association between cholesterol and hepatocyte regeneration has not been taken seriously. Based on the association between cholesterol and liver regeneration, this article reviews its significance and potential value in the clinical treatment of liver failure, in order to understand the pathogenesis of liver failure from another perspective and provide new ideas for the diagnosis and treatment of liver failure and the development of drugs.
10.Research progress in screening and conservative treatment of scoliosis in children and adolescents
ZHANG Shuhao, LI Fuli, LIU Mengdi, WANG Liancheng
Chinese Journal of School Health 2022;43(9):1423-1427
Abstract
In recent years, the overall incidence of scoliosis in children and adolescents in China is on the rise, and it has become the third largest "killer" affecting the health of children and adolescents in China after obesity and myopia. The dysfunction caused by spinal deformity has no obvious pathological manifestations or clinical symptoms in children and adolescents (except for severe scoliosis). It is easy to be ignored in the early stage, but if it is not intervened in time, this will cause serious damage to the long term prognosis and quality of life of the patients. Therefore, through early scoliosis screening, we can effectively monitor the spinal health status of children and adolescents in China, ensure timely diagnosis of the disease, timely intervention (brace and other conservative treatment), and play the role of early prevention. Avoid further deterioration of scoliosis and surgical intervention. This article will focus on the research progress of screening and conservative treatment of scoliosis.


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