1.Application advances, ethical dilemmas, and future directions of large language models in lung cancer diagnosis and treatment
Zhizhen REN ; Yufan XI ; Xu ZHU ; Yijie LUO ; Geting HUANG ; Junqiao SONG ; Xiuyuan XU ; Nan CHEN ; Qiang PU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(03):353-362
Lung cancer is a leading cause of cancer-related morbidity and mortality worldwide. Coupled with the substantial workload, the clinical management of lung cancer is challenged by the critical need to efficiently and accurately process increasingly complex medical information. In recent years, large language models (LLMs) technology has undergone explosive development, demonstrating unique advantages in handling complex medical data by leveraging its powerful natural language processing capabilities, and its application value in the field of lung cancer diagnosis and treatment is continuously increasing. The paper systematically analyzes that the exceptional potential of LLMs in lung cancer auxiliary diagnosis, tumor feature extraction, automatic staging, progression/outcome analysis, treatment recommendations, medical documentation generation, and patient education. However, they face critical technical and ethical challenges including inconsistent performance in complex integrated decision-making (e.g., TNM staging, personalized treatment suggestions) and "black box" opacity issues, along with dilemmas such as training data biases, model hallucinations, data privacy concerns, and cross-lingual adaptation challenges ("data colonization"). Future directions should prioritize constructing high-quality multimodal corpora specific to lung cancer, developing interpretable and compliant specialized models, and achieving seamless integration with existing clinical workflows. Through dual drivers of technological innovation and ethical standardization, LLMs should be prudently advanced for holistic lung cancer management processes, ultimately promoting efficient, standardized, and personalized diagnosis and treatment practices.
2.Analysis of oral health status of officers and soldiers in a certain unit
Jianan CHEN ; Yangpeng ZHAO ; Qian ZHANG ; Qin FENG ; Yi XIN ; Ran XU ; Qiang ZHU
Academic Journal of Naval Medical University 2025;46(5):688-692
Objective To study the oral health status of officers and soldiers in a certain unit,so as to provide a basis for the formulation and implementation of oral health support plans.Methods A total of 437 officers and soldiers in a certain unit were enrolled to assess their oral health status through questionnaire survey and clinical examination.Results The prevalences of dental caries and periodontal diseases were 87.6%(383/437)and 90.4%(395/437),respectively;the detection rates of impacted third molars,recurrent aphthous stomatitis,other mucosal diseases,and temporomandibular joint disorders were 12.6%(55/437),54.2%(237/437),29.5%(129/437),and 19.2%(84/437),respectively.In terms of oral medical needs,23.3%(102/437)patients did not need treatment,66.1%(289/437)required elective treatment,9.2%(40/437)required early treatment,and 1.4%(6/437)required urgent treatment.Conclusion Officers and soldiers in this study have a variety of oral diseases,with periodontal diseases having the highest prevalence.Supportting plans should be formulated based on the characteristics of the prevalence of oral diseases among them,and regular oral diagnosis and treatment should be carried out to prevent the development and progression of oral diseases.
3.Comparison of efficacy between minocycline-containing bismuth quadruple therapy and amoxicillin-con-taining bismuth quadruple therapy in Helicobacter pylori eradication
Yaoyao LI ; Lixiang CHEN ; Yunhan DONG ; Xinyuan ZHU ; Bengang ZHOU ; Weiming XIAO ; Yanbing DING ; Qiang SHE
The Journal of Practical Medicine 2025;41(22):3585-3589
Objective To evaluate the efficacy,safety and patient compliance of a quadruple therapy containing minocycline compared with the traditional quadruple therapy in the treatment of Helicobacter(H.)pylori.Methods This study included 200 H.pylori positive patients,with 100 assigned to the minocycline-containing bismuth quadruple therapy group(LBMC group)and the other 100 to the amoxicillin-containing bismuth quadruple therapy group(LBAC group).After matching the two groups of patients using the propensity score matching(PSM)method,there were 86 cases in each group.Telephone follow-up was conducted on the 14th day after the start of treatment to record patient medication compliance and adverse drug reactions.A 13C urea breath test was performed for re-examination at least one month after completing the treatment plan and discontinuing medication.The intention-to-treat(ITT)and per-protocol(PP)analyses were used to compare the H.pylori eradication rates between the two groups,and Chi-square test and t-test were used for intergroup comparison.Results In the ITT analysis,the eradication rates of the LBMC group and the LBAC group were 89.5%(77/86,95%CI:82.9%~96.1%)and 82.6%(71/86,95%CI:74.4%~90.7%),respectively.In the PP analysis,the eradication rates were 92.6%(75/81,95%CI:86.8%~98.4%)and 88.8%(71/80,95%CI:81.7%~95.8%),respectively.The adverse reaction rate of the LBMC group was 27.9%(24/86),and that of the LBAC group 31.4%(27/86),showing no statistically significant difference(P>0.05).In terms of compliance,the LBMC group was 94.2%(81/86),and the LBAC group 93.0%(80/86),revealing no statistically significant difference(P>0.05).Conclusion As a first-line treatment for eradicating H.pylori,regimens containing minocycline demonstrate equivalent eradication rates to those containing amoxicillin,with similar safety and compliance.They can be used as an alternative treatment for patients allergic to penicillin.
4.An Epithelial Senescence Model Induced by Doxorubicin in MCF 10A Cells
Zeng-Sheng WANG ; Zu-Biao NIU ; Bo ZHANG ; Jia-Hui HAO ; Yi-Chao ZHU ; Rui-Gang YANG ; He REN ; Chen-Yu LIU ; Qiang SUN ; Li-Cheng REN
Chinese Journal of Biochemistry and Molecular Biology 2025;41(1):147-155
This research aims to construct a stable epithelial cell senescence model for screening and e-valuation of senolytics.We explored the optimal conditions for doxorubicin-induced senescence of non-transformed epithelial cells MCF 10A,including the optimal induction concentration,the optimal inter-vention time,and the optimal senescence duration,and confirmed the feasibility of MCF 10A as an epi-thelial senescence model by multiple ways.The optimal condition for Doxorubicin-induced senescence of MCF 10A cells was treatment with 0.6 μmol/L Doxorubicin for 16 h to achieve the best senescence state on the 8th day.Under the optimal induction conditions,the positive rate of senescence-associated β-gal-actosidase(SA-β-gal)staining in the treated group reached 97%.At the same time,biochemical results of detecting the expression of mRNA,proteins,and immunofluorescence demonstrated that the expression levels of senescence-associated secretory phenotype(SASP),p16,p21 and p53 in the treated group were significantly higher than those in the control cells,and Lamin B1 was significantly decreased(P<0.001),which were consistent with the specific characteristics of senescence.In summary,an epithelial senescence model was successfully induced in MCF 10A cells by Doxorubicin in this study,which will promote the screening of senolytics for senescent epithelial cells.
5.Clinical features of chronic hepatitis C patients with genotype 3 infection:A multicenter retrospective cohort study
Jingyi XIE ; Yujia JING ; Yishan LIU ; Manling BAI ; Zhangqian CHEN ; Qiang XU ; Hong DU ; Yuxiu MA ; Liting ZHANG ; Shanshan ZHU ; Xiaoqin GAO ; Xinggang BAI ; Guoying YU ; Jianqi LIAN ; Xiaozhong WANG ; Yongping ZHANG ; Jiuping WANG ; Fanpu JI ; Jianjun FU ; Ning GAO
Journal of Clinical Hepatology 2025;41(8):1533-1540
Objective To investigate the clinical features of chronic hepatitis C(CHC)patients with hepatitis C virus genotype 3(HCV GT3)infection and the risk factors for disease progression.Methods A multicenter retrospective cohort study was conducted among 1 002 CHC patients from 11 clinical centers in Northwest China from December 2017 to November 2023,and according to their genotype,they were divided into GT1,GT2,GT3,and GT6 groups.Clinical features were compared between the patients with different genotypes.The one-way analysis of variance was used for comparison of normally distributed continuous data between groups,and the Scheffe test was used for further comparison between two groups.The Kruskal-Wallis H test was used for comparison of data with skewed distribution between groups;the chi-square test or Fisher test was used for comparison of categorical data between groups.The multivariate logistic regression analysis was used to explore the influencing factors for the progression of CHC to liver cirrhosis.Results In terms of the genotype,there were 427 patients with GT1 infection,242 with GT2 infection,299 with GT3 infection(210 patients with GT3a infection,87 with GT3b infection,and 2 with unclassified genotype),and 34 with GT6 infection.The patients with GT3 infection had a significantly younger age than those with GT1 infection(51.3±0.5 years vs 53.2±0.6 years,P<0.05)or GT2 infection(51.3±0.5 years vs 53.7±0.8 years,P<0.05),and for the patients with liver cirrhosis,the patients with GT3 infection had a significantly younger age than those with GT1 infection(52.1±0.5 years vs 59.4±0.9 years,P<0.001)or GT2 infection(52.1±0.5 years vs 58.1±1.1 years,P<0.001).Among the patients with GT3 infection,male patients accounted for 77.9%and the patients with liver cirrhosis accounted for 46.2%,which were significantly higher than those among the patients with GT1,GT2 or GT6 infection(all P<0.001).At baseline,the patients with GT3 infection had significantly higher levels of alanine aminotransferase(ALT)and aspartate aminotransferase(AST)than those with GT1 or GT2 infection,significantly higher aspartate aminotransferase-to-platelet ratio index(APRI)and fibrosis-4(FIB4)than those with GT1,GT2 or GT6 infection,a significantly lower platelet count(PLT)than those with GT2 or GT6 infection,a significantly higher level of alpha-fetoprotein than those with GT2 or GT6 infection,and a significantly lower level of albumin(Alb)than those with GT6 infection(all P<0.05).There were no significant differences between the patients with GT3a infection and those with GT3b infection in age,sex,the proportion of patients with liver cirrhosis,comorbidities,HCV RNA quantification,PLT,ALT,AST,alkaline phosphatase,Alb,APRI,and FIB-4(all P>0.05).The multivariate logistic regression analysis showed that PLT≤150×109/L(odds ratio[OR]=10.72,95%confidence interval[CI]:5.76-35.86,P<0.001)and Alb≤35 g/L(OR=3.74,95%CI:1.22-11.45,P=0.021)were risk factors for liver cirrhosis.Conclusion Most CHC patients with GT3 infection are male in Northwest China,and compared with the patients with other genotypes,such patients tend to have a younger age of onset and higher degrees of liver inflammation activity and fibrosis.Low PLT and a low level of Alb are risk factors for progression to liver cirrhosis in CHC patients with GT3 infection.
6.Clinical trial of hydrocortisone combined with continuous blood purification in the treatment of sepsis patients
Feng LI ; Chen-qiang ZHU ; Gang WANG ; Zhe ZHANG
The Chinese Journal of Clinical Pharmacology 2025;41(2):174-177
Objective To observe the clinical efficacy and safety of hydrocortisone injection combined with continuous blood purification in the treatment of sepsis patients.Methods Sepsis patients were randomly divided into control group and treatment group.The control group received continuous blood purification treatment;on the basis treatment of control group,the treatment group received hydrocortisone 200 mg,qd,intravenous infusion.Two groups were treated for 1 week.The clinical efficacy,levels of inflammatory cytokines,cellular immune function indicators,and safety were compared between two groups.Results Fifty-six cases were enrolled in the treatment group,5 cases were excluded,and ultimately 51 cases were included in the statistical analysis.Fifty-five cases were enrolled in the control group,4 cases were excluded,and ultimately 51 cases were included in the statistical analysis.After treatment,the total effective rates of the treatment and control groups were 94.12%(48 cases/51 cases)and 74.51%(38 cases/51 cases)with statistical significant difference(P<0.05).After treatment,the levels of C-reactive protein in the treatment and control groups were(12.21±2.35)and(15.18±2.25)mg·L-1,the levels of procalcitonin were(0.49±0.13)and(0.78±0.21)ng·mL-1,the levels of CD3+were(58.72±5.13)%and(54.21±4.47)%,the CD4+/CD8+ratios were 1.71±0.23 and 1.43±0.17,respectively.The differences were statistically significant(all P<0.05).The adverse drug reactions of treatment group were chest tightness,nausea,and vomiting,while those in the control group were hypotension,nausea,and vomiting.The total incidences of adverse drug reactions in the treatment and control groups were 9.80%and 5.88%,without significant difference(P>0.05).Conclusion Hydrocortisone injection combined with continuous blood purification have a definitive clinical efficacy in the sepsis patients,which can improve the patients'immune function,reduce inflammatory reactions,without increasing the incidences of adverse drug reactions.
7.Occupational health literacy among key populations in Jinhua City
CHEN Qiang ; GUO Zhen ; ZHU Wei ; HE Xiaoqing ; ZHU Binbin
Journal of Preventive Medicine 2025;37(7):747-750,756
Objective:
To investigate the occupational health literacy (OHL) level and its influencing factors of key populations in Jinhua City, Zhejiang Province, so as to provide a basis for promoting occupational health.
Methods:
The front-line workers of 7 secondary industry enterprises (institutions) and 15 tertiary industry enterprises (institutions) in Jinhua City were selected from April to October 2023 using a stratified random cluster sampling method. Date of gender, age, length of service, and OHL were collected using the National Occupational Health Literacy Monitoring Survey for Key Population Personal Questionnaire. Factors affecting OHL level among key populations were identified using multivariable logistic regression model.
Results:
A total of 3 305 people were investigated, including 1 750 males (52.95%) and 1 555 females (47.05%). The median age and the length of service were 37 (interquartile range, 17) and (interquartile range, 9) years, respectively. The level of OHL was 45.63%. Multivariable logistic regression analysis identified gender (female, OR=1.675, 95%CI: 1.428-1.964), educational level (junior high school, OR=1.499, 95%CI: 1.089-2.063; high school, OR=1.905, 95%CI: 1.361-2.667; junior college, OR=4.065, 95%CI: 2.858-5.782; bachelor degree and above, OR=5.087, 95%CI: 3.597-7.194), personal monthly income (3 000-< 5 000 yuan, OR=1.373, 95%CI: 1.035-1.821; 5 000-<7 000 yuan, OR=1.653, 95%CI: 1.230-2.220; ≥7 000 yuan, OR=1.798, 95%CI: 1.322-2.447) and length of service (2-<6 years, OR=1.265, 95%CI: 1.032-1.551; 6-<11 years, OR=1.517, 95%CI: 1.184-1.943; ≥11 years, OR=1.337, 95%CI: 1.040-1.719) as factors affecting OHL level among key populations.
Conclusions
The OHL level of the key populations in Jinhua City is related to gender, age, education level, personal monthly income, and length of service. It is necessary to strengthen the occupational health education and health promotion of the key populations.
9.Clinical characteristics of epilepsy with intellectual disability associated with SETD1B gene in three pediatric cases and a literature review.
Ying LI ; Zou PAN ; Zhuo ZHENG ; Sa-Ying ZHU ; Qiang GONG ; Fei YIN ; Jing PENG ; Chen CHEN
Chinese Journal of Contemporary Pediatrics 2025;27(5):574-579
OBJECTIVES:
To summarize the clinical and genetic characteristics of epilepsy with intellectual disability caused by SETD1B gene variants in children.
METHODS:
A retrospective analysis was conducted on the clinical data of three children with SETD1B gene variants diagnosed and treated at the Department of Pediatric Neurology of Xiangya Hospital of Central South University. Relevant literature was reviewed to summarize the clinical characteristics of this condition.
RESULTS:
All three children presented with symptoms during infancy or early childhood, including mild intellectual disability and myoclonic seizures, with two cases exhibiting eyelid myoclonia. After treatment with three or more antiepileptic drugs, two cases achieved seizure control or partial control, while one case remained refractory. Each of the three children was found to have a heterozygous variant in the SETD1B gene (one deletion, one frameshift, and one missense variant). To date, 54 cases with SETD1B gene variants have been reported, involving a total of 56 variants, predominantly missense variants (64%, 36/56). The main clinical manifestations included varying degrees of developmental delay (96%, 52/54) and seizures (81%, 44/54). Among the 44 patients with seizures, myoclonic (20%, 9/44) and absence seizures (34%, 15/44) were common, with eyelid myoclonia reported in six cases. Approximately one-fifth of these patients had poorly controlled seizures.
CONCLUSIONS
The primary phenotypes associated with SETD1B gene variants are intellectual disability and seizures, and seizures exhibit distinct characteristics. Eyelid myoclonia is not uncommon.
Humans
;
Intellectual Disability/complications*
;
Epilepsy/complications*
;
Male
;
Female
;
Histone-Lysine N-Methyltransferase/genetics*
;
Child, Preschool
;
Child
;
Retrospective Studies
10.Disrupting atherosclerotic plaque formation via the "qi meridian-blood channel": mechanism of Jiangzhi Huaban Decoction for regulating hepatic reverse cholesterol transport to improve atherosclerosis.
Hongyang WANG ; Wenyi ZHU ; Xushen CHEN ; Tong ZHANG ; Zhiwei CAO ; Jin WANG ; Bo XIE ; Qiang LIU ; Xuefeng REN
Journal of Southern Medical University 2025;45(9):1818-1829
OBJECTIVES:
To explore the molecular mechanism of Jiangzhi Huaban Decoction (JZHBD) for improving atherosclerosis through the "qi meridian-blood channels" pathway.
METHODS:
ApoE-/- mouse models of atherosclerosis were established by high-fat diet feeding for 8 weeks, with C57BL/6 mice on a normal diet as the controls. Forty ApoE-/- mouse models were randomized into model group, low-, medium-, and high-dose JZHBD treatment groups, and atorvastatin treatment group (n=8) for their respective treatments for 8 weeks. The changes in body weight and overall condition of the mice were monitored weekly. After the treatments, serum levels of TC, TG, HDL-C, LDL-C, TBA, ALT, and AST of the mice were measured, pathological changes in the liver and aortic root plaques were examined with HE staining, and lipid accumulation in the liver and aortic wall was assessed using Oil Red O staining. The core molecular mechanism was studied through transcriptomics, and the expressions of the key pathway proteins were confirmed using Western blotting and immunohistochemistry.
RESULTS:
Treatment with JZHBD significantly reduced blood lipid and total bile acid levels, improved liver function and hepatic steatosis, and decreased aortic lipid deposition and plaque area in the mouse models of atherosclerosis. Transcriptomic analysis suggested that the therapeutic mechanism of JZHBD involved reverse cholesterol transport, PPAR signaling, and the inflammatory pathways. In atherosclerotic mice, JZHBD treatment obviously up-regulated hepatic expressions of PPARγ, LXRα, ABCA1, ABCG1, and CYP7A1, down-regulated hepatic expressions of p-p65/p65, IL-6, IL1β in the liver, increased ABCG5 and ABCG8 expressions in the intestines, and decreased ICAM-1 and VCAM-1 expressions in the aortic plaques.
CONCLUSIONS
JZHBD improves atherosclerotic vascular damage and plaque formation possibly by regulating hepatic reverse cholesterol transport and inflammation via modulating the hepatic PPARγ/LXRα/NF-κB signaling pathway.
Animals
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Drugs, Chinese Herbal/therapeutic use*
;
Mice, Inbred C57BL
;
Plaque, Atherosclerotic/metabolism*
;
Liver/metabolism*
;
Mice
;
Atherosclerosis/metabolism*
;
Cholesterol/metabolism*
;
PPAR gamma/metabolism*
;
Male
;
Diet, High-Fat
;
Biological Transport


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