1.Ethical reflections on the clinical application of medical artificial intelligence
Fangfang CUI ; Zhonglin LI ; Xianying HE ; Wenchao WANG ; Yuntian CHU ; Xiaobing SHI ; Jie ZHAO
Chinese Medical Ethics 2025;38(2):159-165
Medical artificial intelligence (AI) is a new type of application formed by the combination of machine learning, computer vision, natural language processing, and other technologies with clinical medical treatment. With the continuous iteration and development of relevant technologies, medical AI has shown great potential in improving the efficiency of diagnosis and treatment, and service quality, but it also increases the possibility of triggering ethical issues. Ethical issues resulting from the clinical application of medical AI were analyzed, including the lack of algorithmic interpretability and transparency of medical AI, leading to information asymmetry and cognitive discrepancies; the concerning status of security and privacy protection of medical data; and the complex and unclear division of responsibilities due to the collaborative participation of multiple subjects in the clinical application of medical AI, resulting in increased difficulty in the identification of medical accidents and clarification of responsibilities. The paper proposed the principles of not harming patients’ interests, physician’s subjectivity, fairness and inclusiveness, and rapid response. It also explored the strategies and implementation paths for responding to the ethical issues of medical AI from multiple perspectives, including standardizing the environment and processes, clarifying responsibility attribution, continuously assessing the impact of data protection, guaranteeing data security, ensuring model transparency and interpretability, carrying out multi-subject collaboration, as well as the principles of being driven by ethical values and adhering to the “human health-centeredness.” It aimed to provide guidance for the healthy development of medical AI, ensuring technological progress while effectively managing and mitigating accompanying ethical risks, thereby promoting the benign development of medical AI technology and better serving the healthcare industry and patients.
2.Preparation of HA-modified emodin-contained multi-walled carbon nanotubes drug delivery system and its inhi-bitory effect on breast cancer cells
Yuduo LI ; Juan DU ; Yunlong LIU ; Feng GENG ; Xiaobing CHEN
China Pharmacy 2025;36(12):1463-1469
OBJECTIVE To prepare hyaluronic acid (HA)-modified emodin (EMD)-contained multi-walled carbon nanotubes (MWCNTs) drug delivery system (HA-MWCNTs-EMD) and explore its in vitro inhibitory effect on breast cancer cells. METHODS EMD was loaded onto MWCNTs to prepare a drug delivery system MWCNTs-EMD; subsequently, the system was further modified with HA to obtain the drug delivery system HA-MWCNTs-EMD. The two drug delivery systems mentioned above were characterized. With free EMD as the reference, the drug release in vitro of the above two drug delivery systems was investigated; the uptake of EMD by two breast cancer cells (MCF-7, MDA-MB-231 cells) was detected. The impacts of the above two drug delivery systems on the expression of surface glycoprotein differentiation group 44 (CD44), activity, apoptosis and lactate dehydrogenase (LDH) release of two breast cancer cells were detected. RESULTS The encapsulation efficiencies of MWCNTs-EMD and HA-MWCNTs-EMD were both (63.52±2.74)%, with drug loading rates of (25.01±1.83)% and (12.13± 1.96)%, particle sizes of (865.95±2.16) and (351.86±1.68) nm, polydispersity indexes of 0.54±0.02 and 0.23±0.01, and Zeta potentials of (23.87±0.14) and (-42.79±0.39) mV, respectively. The 2, 4, 6, 8, 10, 12 and 24-hour cumulative release rates of EMD in MWCNTs-EMD and HA-MWCNTs-EMD were significantly lower than those in free EMD, while the cumulative release rate of HA-MWCNTs-EMD was significantly higher than that of MWCNTs-EMD (P<0.05); the EMD uptakes of MWCNTs-EMD and HA-MWCNTs-EMD by the two types of breast cancer cells were significantly higher than their uptake of free EMD (P<0.05). Compared with the free EMD group, the MWCNTs-EMD and MWCNTs-EMD groups showed significantly higher apoptosis rate and LDH release, significantly lower surface CD44 expression (except for the MWCNTs-EMD group) and cell viability in both cell types, and the effect of HA-MWCNTs-EMD was more pronounced (P<0.05). CONCLUSIONS A novel drug delivery system HA-MWCNTs- EMD loaded with EMD is developed successfully; the drug delivery system has a certain slow-release effect, which can significantly reduce the activity of breast cancer cells, promote their apoptosis and increase the release of LDH, and the above anti- breast cancer effect is significantly stronger than that of free EMD and MWCNTs-EMD.
3.Effects and mechanism of Tianma xiongling zhixuan tablet on autophagy of vascular endothelial cells
Sunan YONG ; Chi FANG ; Yuanxiong LONG ; Ping LI ; Xiaobing XIE
China Pharmacy 2025;36(14):1737-1742
OBJECTIVE To explore the effects of Tianma xiongling zhixuan tablet on autophagy in vascular endothelial cells of rats and its potential mechanism. METHODS The rat aortic endothelial cells (RAECs) were divided into normal group, model group, blank serum group, traditional Chinese medicine (TCM) medicated serum group, autophagy blocker group, autophagy agonist group, and TCM combined with autophagy agonist group. Except for normal group, other groups were given 10 μg/mL lipopolysaccharide for 24 hours to induce RAECs inflammation injury model. Blank serum group was treated with 10% blank serum; TCM medicated serum group received 10% medicated serum derived from Tianma xiongling zhixuan tablet; autophagy blocker group was treated with 20 μmol/L of PD98059; autophagy agonist group was administered 50 μmol/L Honokiol. Lastly, the TCM combined with autophagy agonist group was given both 10% medicated serum derived from Tianma xiongling zhixuan tablet and 50 μmol/L Honokiol. The morphological characteristics of RAECs in each group were observed. The cell viability of each group, the contents of endothelin-1 (ET-1) and nitric oxide (NO), mitochondrial reactive oxygen species, mitochondrial membrane potential, and the expression levels of PTEN-induced kinase 1 (PINK1), Parkin, ubiquitin-binding protein (p62), and microtubule-associated protein 1 light chain 3 (LC3) were detected. RESULTS Compared with model group, the levels of ET-1, mitochondrial reactive oxygen species, and the relative expressions of PINK1, Parkin, and LC3 proteins in the autophagy blocker group and TCM medicated serum group were decreased or down-regulated significantly (P<0.05 or P<0.01); the cell viability rate (only autophagy blocker group), NO level, mitochondrial membrane potential, and the E-mail:46164660@qq.com relative expression level of p62 protein were increased or up-regulated significantly (P<0.05 or P<0.01); the pathological damage of RAECs was significantly improved, the number of cells increased significantly, and the typical paving stone-like characteristics were restored. The levels of ET-1, mitochondrial reactive oxygen species, and the relative expression levels of Parkin and LC3 proteins in the autophagy agonist group were increased or up-regulated significantly (P<0.05 or P<0.01), while cell viability rate was decreased significantly (P<0.05), the damage of RAECs was aggravated. Compared with the autophagy agonist group, the cell viability rate and the relative expression level of p62 protein in TCM combined autophagy agonist group were increased or up-regulated significantly (P<0.05 or P<0.01), while the levels of ET-1, the relative expression levels of PINK1, Parkin, and LC3 proteins were down-regulated significantly (P< 0.01), the damage of RAECs was reversed to a certain extent. CONCLUSIONS Tianma xiongling zhixuan tablet protects vascular endothelial function by regulating mitochondrial autophagy, the mechanism of which may be associated with the regulation of PINK1/Parkin signaling pathway and the inhibition of mitochondrial autophagy.
4.Association of intestinal and oral microbiota with acute graft versus host disease of the gastrointestinal tract in patients after allogeneic hematopoietic stem cell transplantation
Jing LAI ; Xin FU ; Chenglong LI ; Xi YANG ; Yang ZHOU ; Xiaobing HUANG
Journal of Army Medical University 2024;46(4):331-339
Objective To preliminarily investigate the association between changes in intestinal microbiota and oral microbiota of allogeneic hematopoietic stem cell transplantation(allo-HSCT)patients and early gastrointestinal acute graft versus host disease(aGVHD),and try to explore potentially effective biomarkers and provide theoretical basis for early prediction and intervention of gastrointestinal aGVHD.Methods Ten acute leukemia patients who developed gastrointestinal aGVHD within 1 month after receiving allo-HSCT in Department of Hematology of Sichuan Provincial People's Hospital from September 2021 to June 2023 were enrolled,and their fecal samples and saliva samples before and after the aGVHD were collected.16S rRNA sequencing analysis was applied for the differential changes in intestinal and oral microbiota before and after the development of early gastrointestinal aGVHD.Results ① A decrease in Bacteroides spp.and an increase in Enterococcus spp.and Enterobacteriaceae spp.in the intestinal microbiota were positively correlated with the occurrence of early upper gastrointestinal aGVHD(P<0.05),whereas no significant difference was observed in the overall microbial diversity of the oral microbiota(P>0.05).② LEfSe analysis of the intestinal microbiota before and after gastrointestinal aGVHD revealed an increase in Klebsiella spp.and Enterococcus spp.and a decrease in Escherichia coli;In the oral microbiota,LEfSe analysis revealed 10 microbial markers with significant difference,of which Gamma proteobacteria was the most significant.③ The difference in β-diversity of the intestinal microbiota was significant(P=0.03),whereas there was no significant difference in the α-and β-diversity of the oral microbiota.Conclusion Significant differences are found in intestinal microbiota before and after the occurrence of early gastrointestinal aGVHD in patients after Allo-HSCT,and the occurrence may have a correlation with the chang in oral microbiota.
5.Analysis of clinical characteristics of 33 cases of tuberculosis complicated by tumor necrosis factor-α inhibi-tor in autoimmune diseases
Yigang TAN ; Haobin KUANG ; Hongmei FU ; Chunyan LI ; Xiaobing ZHAO ; Lijing XUE
The Journal of Practical Medicine 2024;40(3):378-383
Objective To investigate the clinical characteristics,treatment and prognosis of tuberculosis in patients with autoimmune diseases after tumor necrosis factor-αinhibitors.Methods Clinical data of 33 patients with TB after biologics(tumor necrosis factor-α inhibitors)treated in Guangzhou Chest Hospital from January 2019 to March 2023 were collected,including 25 males and 8 females,with a median age of 32 years.The clinical symptoms,laboratory results,imaging and tracheoscopic features,pathological features,treatment and outcome were analyzed retrospectively.Results The common clinical manifestations were cough(26/33),sputum(23/33)and fever(17/33).The most common cases were pulmonary tuberculosis(32/33),bronchial tuberculosis(15/33),mediastinum and hilar lymph node tuberculosis(11/33).Bilateral lung spread of tuberculosis(21/33),intrapulmonary spread of tuberculosis(bronchus,mediastinal hilar lymph nodes,pleura)(19/33),extrapulmonary tuberculosis(18/33),pulmonary tuberculosis with intrapulmonary or extrapulmonary tuberculosis(26/33).Blood CD4+T lymphocyte test was normal(23/33),and blood IGRA test was positive(27/33).Pulmonary imaging miliary nodules(8/33).The histopathology of the lymph nodes showed atypical granulomatous nodules.The duration of anti-tuberculosis treatment is 8-32 months.1 case of death.Conclusion Patients with autoimmune diseases complicated with tuberculosis after the application of tumor necrosis fact-α inhibitor are more likely to have double lung lesions,which are easy to spread to lung tissues and multiple organs of the body,and have decreased immune function.Most of them need to extend the treatment course,and the prognosis is generally good after comprehensive treatment.
6.Compound cottonrose hibiscus leaf gel plaster of optimal"Xiaozhongsan"formulation for knee synovitis
Wei YAN ; Bo KONG ; Xiaobing XI ; Yong XU ; Youji JIA ; Beite RUAN ; Jiahui ZHANG ; Honghong MA ; Zhongwei LI
Chinese Journal of Tissue Engineering Research 2024;28(10):1580-1585
BACKGROUND:Previous studies have confirmed that the new compound cottonrose hibiscus leaf gel plaster has a good effect in the treatment of acute soft tissue swelling. OBJECTIVE:To observe the clinical efficacy of compound cottonrose hibiscus leaf gel plaster in the treatment of synovitis of the knee joint. METHODS:Seventy-two patients with knee synovitis were selected from Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from December 2019 to May 2021.These patients were randomly divided into a trial group and a control group,with 36 cases in each group.The trial group was treated with compound cottonrose hibiscus leaf gel plaster,once a day,12 hours each time,while the control group was treated with Diclofenac Diethylamine Emulgel,twice a day.After 28 days of treatment,visual analog scale score,WOMAC Osteoarthritis Index score,quality of life score(SF-36),thickness of knee synovium and comprehensive curative effect were compared between the two groups. RESULTS AND CONCLUSION:(1)Visual analog scale scores after treatment were lower than those before treatment(P<0.05).Visual analog scale scores in the trial group after 7,14 and 28 days of treatment were lower than those in the control group(P<0.05).The WOMAC Osteoarthritis Index scores of the two groups after treatment were lower than those before treatment(P<0.05),and the WOMAC Osteoarthritis Index scores in the trial group after 7,14 and 28 days of treatment were lower than those in the control group(P<0.05).(3)The SF-36 quality of life score in the two groups after 28 days of treatment was higher than that before treatment(P<0.05).SF-36 quality of life score in the trial group after 28 days of treatment was higher than that in the control group(P<0.05).(4)After 28 days of treatment,the thickness of knee synovium in the trial group was less than that in the control group(P<0.05),and the effective rate in the trial group was higher than that in the control group(P<0.05).(5)These findings indicate that compared with Diclofenac Diethylamine Emulgel,the compound cottonrose hibiscus leaf gel plaster can better relieve knee pain,enhance knee joint function,reduce synovial hyperplasia,and elevate the overall quality of life of patients.
7.Transarterial infusion chemotherapy combined with lipiodol chemoembolization for the treatment of advanced colorectal cancer
Xiaolong DING ; Shuai WANG ; Yaozhen MA ; Meipan YIN ; Tao LIU ; Shuiling JIN ; Xiaobing LI ; Chunxia LI ; Xinwei HAN ; Gang WU
Journal of Interventional Radiology 2024;33(2):186-190
Objective To discuss the clinical safety,feasibility and efficacy of transcatheter arterial infusion chemotherapy(TAI)combined with lipiodol chemoembolization in the treatment of advanced colorectal cancer(CRC).Methods The clinical data of 37 patients with advanced CRC,who received TAI combined with lipiodol chemoembolization at the First Affiliated Hospital of Zhengzhou University of China between June 2016 and December 2022,were retrospectively analyzed.The clinical efficacy was evaluated,the progression-free survival(PFS)and the serious complications were recorded.Results A total of 55 times of TAI combined with lipiodol chemoembolization procedures were successfully accomplished in the 37 patients.The mean used amount of lipiodol emulsion was 2.9 mL(0.8-10 mL).No serious complications such as bleeding and intestinal perforation occurred.The median follow-up time was 24 months(range of 3-48 months).The postoperative one-month,3-month,6-month and 12-month objective remission rates(ORR)were 67.6%(25/37),67.6%(25/37),64.9%(24/37)and 56.8%(21/37)respectively,and the postoperative one-month,3-month,6-month and 12-month disease control rates(DCR)were 91.9%(34/37),91.9%(34/37),89.2%(33/37)and 81.1%(30/37)respectively.The median PFS was 16 months(range of 2-47 months).As of the last follow-up,22 patients survived and 15 patients died of terminal stage of tumor.Conclusion Preliminary results of this study indicate that TAI combined with lipiodol chemoembolization is clinically safe and effective for advanced CRC,and it provide a new therapeutic method for patients with advanced CRC.
8.High-risk sexual behaviors of HIV/AIDS and related factors in young students in Guangzhou
Jun LIU ; Peng LIN ; Huifang XU ; Fang YANG ; Xiaobing FU ; Zhilu YAO ; Shilan XIE ; Simin HE ; Jianrong LI ; Siyuan PAN ; Yan LI
Chinese Journal of Epidemiology 2024;45(2):265-272
Objective:To explore high-risk sexual behaviors of HIV/AIDS and related factors in young students in Guangzhou.Methods:A cross-sectional survey was conducted in 5 different types of Guangzhou colleges by convenience sampling with minimum number of classes per grade and 600 samples per school from September to November 2021. The R 4.2.2 software was used to consolidate databases. Simultaneously, a logistic regression model and a decision tree algorithm model, stratifying by whether sexual behaviors had occurred before, were constructed. In each layer, the prediction performance of the two models was evaluated through area under receiver operating characteristic and the confusion matrix, and then the model with high prediction performance was retained.Results:A total of 7 346 students were surveyed. The proportion of the respondents reporting sexual experience were 9.08% (667/7 346), in whom 26.24% (175/667) had risky sexual activity in the past year. The decision tree algorithm model performs well in predicting whether high-risk sexual behaviors have occurred in the past year. When the complexity parameter value is 0.018, and nsplit reaches 4, which means there are 5 leaf nodes in the model, the cross error of the tree will be the smallest. The first best grouping variable in the decision tree was whether to use condoms throughout the first sexual behavior. If condoms were used at their sexual debut, but homosexual practices have occurred in the past year, the probability of risky sexual behavior will increase. If homosexual practices have not occurred in the past year, but the age of sexual debut was below 18 years old while the period of HIV education was after high school, the probability of risk sexual behavior will also increase.Conclusions:AIDS-related risky behaviors of young students still deserved attention. The experience of sexual debut and whether AIDS-related health education has been received before the sexual debut were significant predictors for the occurrence of high-risk sexual behavior. The decision tree algorithm model has particular applicability for predicting and screening potential risk populations.
9.The significance of hypermethylation level of CDO1 gene and HOXA9 gene in serum in the diagnosis of ovarian cancer
Qiannan HOU ; Yu YUAN ; Yan LI ; Zhaolin GONG ; Qiang ZHANG ; Dan FENG ; Yuanfu GONG ; Linhai WANG ; Pei LIU ; Xiaobing XIE ; Li HE
Chinese Journal of Laboratory Medicine 2024;47(4):401-406
Objective:To explore the clinical application and triage management value of using blood circulating cell-free DNA (cfDNA) (cysteine dioxygenase type 1 gene, CDO1, and Homeobox protein A9 gene, HOXA9) hypermethylation level to detect and diagnose ovarian cancer.Methods:A case-control study was conducted on patients who went for surgery at Chengdu Womens and Childrens Central Hospital from November 2022 to October 2023. Blood samples were collected before surgery for evaluation of cancer antigen 125 (CA125), human epididymis protein 4 (HE4), risk of ovarian malignancy algorithm (ROMA) score, and DNA methylation testing. The basic clinical information, biomarkers, and transvaginal ultrasound (TVS) information were collected simultaneously. Information from a total of 151 patients was collected, including 122 cases with benign pathology and 29 ovarian cancer cases. The pathologic diagnosis of ovarian tissue was defined as the gold standard. The multivariate logistic regression analysis was used to identify high-risk factors for ovarian cancer. The clinical efficacy of DNA methylation detection for ovarian cancer was analyzed using the area under curve (AUC).Results:The results showed that the age, menopausal status, CA125 and HE4 detection, ROMA score, positivity rate of CDO1 gene and HOXA9 gene single or combined testing in ovarian cancer patients were higher than those in the benign group and showed significant differences ( P<0.05). Among these detection protocols, the AUC of CDO1 and HOXA9 dual gene methylation testing for ovarian cancer was the highest at 0.936 (95% CI, 0.878-0.994), with 89.7% (95% CI 73.6%-96.4%) sensitivity and 97.5% (95% CI 93.0%-99.2%) specificity, respectively. The positive detection rate of CDO1 and HOXA9 dual gene methylation in early ovarian cancer FOGO I-II stage is 12/14 higher than other tests. Conclusion:Blood cfDNA methylation detection, a simple, non-invasive, and highly sensitive detection method, is superior to the current ovarian cancer testing in the risk assessment and early detection.
10.The effect of cuproptosis related gene methylation on the prognosis of cervical cancer
Yu DING ; Jiaqi PENG ; Jinhui CHEN ; Zhiwei ZHOU ; Qian WU ; Ping LI ; Yuli LIU ; Ping TAN ; Yan HU ; Xiaobing XIE ; Dingsheng WEN
Chinese Journal of Laboratory Medicine 2024;47(4):407-412
To investigate the differences in methylation levels of cuproptosis related genes in cervical cancer and their effects on clinical prognosis.Methods:The methylation data of 310 cervical tissue specimens were acquired from public databases. The UALCAN database was used to analyze the methylation level differences of 12 cuproptosis-related genes and study their level in different stages or grades of cervical cancer. Genes with statistically significant differences were selected for prognosis analysis using the EWAS datahub. Finally, gene-enrichment analysis, pathway analysis, immune infiltration analysis, the mutation rate and tumor mutation burden (TMB) of the genes in cervical cancer were analyzed using the cBioportal database. Two independent samples rank-sum test was used for differences in methylation levels and immune cell infiltration; comparative analyses of overall survival were performed using KM survival curves and Log-rank two-sided tests. TMB analyses were performed using the Wilcoxon Test for statistical analyses; Pearson correlation analysis was used for assessment in GSEA and pathway analyses.Results:The methylationβvalue of Cyclin Dependent Kinase Inhibitor 2A (CDKN2A gene) in the cervical cancer tissues of patients was 0.075 which was significantly higher than the methylationβvalue of 0.049 in normal human tissues ( P=0.008). Dihydrolipoamide S-Acetyltransferase (DLAT gene) methylation with a β value of 0.102 was significantly higher than normal human tissue methylation with a β value of 0.08 ( P=0.002), and the methylation level β value of Lipoyltransferase 1 (LIPT1 gene) in cervical cancer tissues was 0.06,which was significantly lower than normal human tissue methylation value of 0.092 ( P=0.009). Patients with CDKN2A gene methylation levels≥0.199 had an overall survival of 14.75 years, which was lower than that of patients with methylation levels<0.199 (17.56 years) ( P=0.034).The results of gene enrichment analysis indicated that it mainly involves biological processes such as the response to type I interferon and DNA replication. The expression of CDKN2A gene is positively correlated with the number of neutrophils and dendritic cells in the tumor microenvironment( P<0.05), and negatively correlated with the number ofmacrophages( P<0.05). TMB was higher in the group of variants of the CDKN2A gene than in the group of non-variants ( P=0.019). Conclusion:CDKN2A methylation is a potential biomarker for predicting the prognosis of cervical cancer.

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