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.Improvement effect of isoquercitrin on anxiety rats through modulation of BDKRB2/PI3K/Akt pathway in hippocampus
De-di GUO ; Yi-wei ZHANG ; Xiang-jun WANG ; Xi-tai CHEN ; Huai-wei ZHAO ; Run-wei SONG ; Chang-lin WANG ; Chun-hong SONG
Chinese Pharmacological Bulletin 2025;41(7):1359-1367
Aim To explore the action mechanism of isoquercitrin(IQ)in ameliorating anxiety based on network pharmacology,cellular transcriptomics,molecu-lar docking and animal experiments.Methods The common targets of anxiety disorders and IQ were ob-tained by using relevant databases.The protein-protein interaction network,the biological function and signa-ling pathway enrichment analysis were conducted by u-sing the common targets.Primary hippocampal neurons were cultured in vitro,and corticosterone was added to induce neurons to establish a corticosterone injury mod-el.IQ treatment was added to the culture system,and transcriptomics was used to screen for differentially ex-pressed genes and enrich for differentially expressed pathways.Subsequently,the results were validated by quantitative real-time polymerase chain reaction(qRT-PCR).Possible targets and signaling pathways for IQ treatment on anxiety were speculated and screened u-sing network pharmacology,transcriptomics and molec-ular docking.The anxiety rat model was constructed,and the anxiety state of rats was evaluated after IQ in-tervention,and the protein expression level of hippo-campus was detected to verify the relevant mechanism.Results Network pharmacology,cellular transcrip-tome,and molecular docking analyses revealed that the key mechanism of IQ for anxiety may be related to the BDKRB2/PI3K/Akt signaling pathway.Animal exper-iments showed that IQ was effective in improving anxie-ty behaviour and learning memory ability in rats.IQ increased the movement distance and residence time in the central area of the open field,the time and number percentage of entries into the open arm in the elevated plus maze,and the spontaneous alternations score in the Y maze in rats,and significantly elevated protein expression of BDKRB2,PI3K,Akt and decreased pro-tein expression of NF-κB in the hippocampus.Conclu-sions Isoquercitrin can effectively treat anxiety,and the mechanism of action may be related to the regula-tion of BDKRB2/PI3K/Akt signaling pathway in hip-pocampus.
3.Arrhythmia after Fontan surgery in children
Danjin WANG ; Mingjie ZHANG ; Yixiao SONG ; Zhuoming XU ; Xi CHEN
Chinese Pediatric Emergency Medicine 2025;32(7):519-523
Objective:To explore the effect of arrhythmia in early and intermediate postoperative stages of the Fontan procedure.Methods:Patients undergoing Fontan procedure at Shanghai Children's Medical Center within 2015 to 2018 were included.Identified data obtained from retrospective,observational dataset including demographic information,patient diagnoses,baseline characteristics,operation details,ECG data,ultrasound cardiograph data,in-hospital medical intervention,in-hospital mortality,out-patient medical intervention,readmission,and complications.Results:Among the 277 children,early arrhythmia occurred in 173 cases(62.5%),medium- and long-term arrhythmia occurred in 35 cases(12.6%),and 69 cases(24.91%)had no arrhythmia,of which only 55 cases(19.9%)needed early intervention with drugs.Malignant arrhythmia was an independent predictor of poor prognosis( OR 5.835 95% CI 1.738-19.596, P=0.004).Among all arrhythmia,atrioventricular junction arrhythmia had the highest incidence.During the follow-up,we found that most of the arrhythmia that had occurred in the early postoperative period could return to normal in three months after the operation,while the rhythm gradually stabilized at four years after the operation,the persistent arrhythmia almost no longer returned to normal,and the normal rhythm basically did not recur.For patients who did not develop arrhythmia in the early postoperative period,the peak of new arrhythmia occurred within one year after surgery,and most of them were persistent arrhythmia. Conclusion:The development of an arrhythmia is associated with a heightened risk of subsequent failure of the Fontan circulation,especially malignant arrhythmia.However,the incidence of malignant arrhythmia is not high.In addition,most of the arrhythmias that had occurred in the early postoperative period could return to normal in three months after surgery,and the rhythm gradually stabilized in four years after surgery.While no arrhythmia in the early postoperative period,the peak of new arrhythmia occur within one year after surgery,and most of them are persistent arrhythmia.
4.Effects of Xuesaitong Capsules(Panax notoginseng saponins)on ischemia/reperfusion injury in a mouse model of skin frostbite
Cheng QIN ; Xiang-yi KONG ; Chen-xi LIAO ; Run-li LI ; Fang WANG ; Xue-song YANG ; Jian-zhou YE
Chinese Traditional Patent Medicine 2025;47(2):430-437
AIM To investigate the effects of Xuesaitong Capsules(Panax notoginseng saponins)on ischemia/reperfusion injury in a mouse model of skin frostbite.METHODS The mice were randomly divided into the control group,the model group,the dexamethasone group(1 mg/kg),and the low-dose,medium-dose,and high-dose Xuesaitong Capsules groups(0.036,0.072,and 0.144 g/kg),with eight mice in each group.A frostbite model was established using a dry ice-cooled ceramic(ferrite)magnet.On the 2nd day after modeling,each group started its corresponding dosing by gavage for 14 consecutive days.The wound healing,histopathological changes,and serum levels of high-sensitivity C-reactive protein(hs-CRP),thromboxane B2(TXB2),6-keto-prostaglandin F1α(6-K-PGF1α),nitric oxide(NO)and endothelin(ET)were assessed using ELISA.The superoxide dismutase(SOD)activity and malondialdehyde(MDA)levels in skin tissues were measured biochemically.The protein expressions of tumor necrosis factor(TNF)-α,interleukin(IL)-1β,IL-6,Toll-like receptor(TLR)4 and phosphorylated nuclear factor-KB p65(p-NF-κB p65)in skin tissues were determined by Western blot.Additionally,LncRNA H19 mRNA expression in skin tissues was evaluated using RT-qPCR.RESULTS After the final administration,compared with the control group,the model group exhibited partial scab detachment,wound healing,and larger wound areas;hyperkeratosis with incomplete keratinization,detachment of the dermis and subcutaneous tissue,partial loss of appendages,subcutaneous edema,and dilated,congested,and hemorrhagic stromal vessels with extensive lymphocyte infiltration revealed by the histopathological examination;elevated serum levels of hs-CRP,TXB2,and ET(P<0.05,P<0.01);decreased 6-K-PGF1α and NO levels(P<0.05,P<0.01);reduced SOD activity in skin tissues(P<0.01);increased MDA levels(P<0.01);and upregulated protein expressions of TNF-α,IL-1β,IL-6,TLR4 and p-NF-κB p65,as well as LncRNA H19 mRNA expression(P<0.05,P<0.01).Compared with the model group,the group intervened with high-dose Xuesaitong Capsules displayed reduced wound areas(P<0.01);decreased serum levels of hs-CRP,TXB2 and ET(P<0.05,P<0.01);increased 6-K-PGF1α and NO levels(P<0.05,P<0.01);enhanced SOD activity(P<0.05,P<0.01);reduced MDA level in skin tissues(P<0.05,P<0.01);and down-regulated TNF-α,IL-1β,IL-6,TLR4 and p-NF-κB p65 protein expressions and suppressed LncRNA H19 mRNA expression in skin tissues as well(P<0.05,P<0.01).CONCLUSION Xuesaitong Capsules alleviate ischemia/reperfusion injury in frostbite-injured mice by exerting anti-inflammatory and anti oxidative stress effects and restoring vascular endothelial function mediated by the downregulation of LncRNA H19 expression and inhibition of the TLR4/NF-κB signaling pathway.
5.Chemical constituents from the stems and leaves of Dendrobium formosum and their biological activities
Li-hang CHI ; Hui-qin CHEN ; Sheng-zhuo HUANG ; Fei WU ; Wen-li MEI ; Xi-qiang SONG ; Hao-fu DAI
Chinese Traditional Patent Medicine 2025;47(2):467-473
AIM To study the chemical constituents from the stems and leaves of Dendrobium formosum Roxb.ex Lindl.and their biological activities.METHODS The 95%ethanol extract from the stems and leaves of D.formosum was isolated and purified by silica gel,Sephadex LH-20 and semi-preparative HPLC,then the structures of obtained compounds were identified by physicochemical properties and spectral data.Their inhibitory activities onα-glucosidase were determined by PNPG method,and their in vitro anti-inflammatory activities were evaluated by RAW264.7 model.RESULTS Fifteen compounds were isolated and identified as coniferyl p-coumarate(1),(-)-pinoresinol(2),2,5,7-trihydroxy-4-methoxy-9,10-dihydrophenanthrene(3),naringenin(4),spiropreussomerin A(5),7-hydroxy-14-de-O-methyl-lasiodiplodin(6),(4S,5S,6Z,8E)-5-hydroxydeca-6,8-dien-4-olide(7),(6S,9R)-blumenol C(8),p-hydroxybenzoic acid(9),m-hydroxybenzoic acid(10),p-hydroxy benzenepropanoic acid(11),5,7-dihydroxy-isobenzofuran(12),2-(4-hydroxyphenyl)-ethanol(13),β-sitostenone(14),β-sitosterol(15).The IC50 values of compounds 1 and 4 on α-glucosidase inhibition were(65.60±3.31)and(98.95±2.53)μmol/L,respectively.Compound 3 presented inhibitory activity on NO production in RAW 264.7 cells,with IC50 value of(3.97±0.12)μmol/L.CONCLUSION Compounds 5-6,8 and 12 are isolated from Orchidacae family for the first time,and 2-15 are first isolated from this plant.Compounds 1 and 4 have α-glucosidase inhibitory activities,and 3 has anti-inflammatory activity.
6.Improvement effect of isoquercitrin on anxiety rats through modulation of BDKRB2/PI3K/Akt pathway in hippocampus
De-di GUO ; Yi-wei ZHANG ; Xiang-jun WANG ; Xi-tai CHEN ; Huai-wei ZHAO ; Run-wei SONG ; Chang-lin WANG ; Chun-hong SONG
Chinese Pharmacological Bulletin 2025;41(7):1359-1367
Aim To explore the action mechanism of isoquercitrin(IQ)in ameliorating anxiety based on network pharmacology,cellular transcriptomics,molecu-lar docking and animal experiments.Methods The common targets of anxiety disorders and IQ were ob-tained by using relevant databases.The protein-protein interaction network,the biological function and signa-ling pathway enrichment analysis were conducted by u-sing the common targets.Primary hippocampal neurons were cultured in vitro,and corticosterone was added to induce neurons to establish a corticosterone injury mod-el.IQ treatment was added to the culture system,and transcriptomics was used to screen for differentially ex-pressed genes and enrich for differentially expressed pathways.Subsequently,the results were validated by quantitative real-time polymerase chain reaction(qRT-PCR).Possible targets and signaling pathways for IQ treatment on anxiety were speculated and screened u-sing network pharmacology,transcriptomics and molec-ular docking.The anxiety rat model was constructed,and the anxiety state of rats was evaluated after IQ in-tervention,and the protein expression level of hippo-campus was detected to verify the relevant mechanism.Results Network pharmacology,cellular transcrip-tome,and molecular docking analyses revealed that the key mechanism of IQ for anxiety may be related to the BDKRB2/PI3K/Akt signaling pathway.Animal exper-iments showed that IQ was effective in improving anxie-ty behaviour and learning memory ability in rats.IQ increased the movement distance and residence time in the central area of the open field,the time and number percentage of entries into the open arm in the elevated plus maze,and the spontaneous alternations score in the Y maze in rats,and significantly elevated protein expression of BDKRB2,PI3K,Akt and decreased pro-tein expression of NF-κB in the hippocampus.Conclu-sions Isoquercitrin can effectively treat anxiety,and the mechanism of action may be related to the regula-tion of BDKRB2/PI3K/Akt signaling pathway in hip-pocampus.
7.Balanophora polysaccharide improves kidney injury in mice with diabetic nephropathy via regulating TLR4/MyD88/NF-κB signaling pathway
Tian-ying SONG ; Xiao-ling ZHOU ; Jian-hong GAO ; Yi-duo HE ; Chao-xi TIAN ; Xian-bing CHEN
Chinese Pharmacological Bulletin 2025;41(9):1659-1664
Aim To study the renal protective effect of balanophora polysaccharide(BPS)on diabetic nephrop-athy(DN)mice and explore the related mechanisms.Methods A DN mouse model was induced using a high-fat diet combined with intraperitoneal injection of streptozotocin(STZ),which was indicated by fasting blood glucose higher than 11.1 mmol·L-1,accompa-nied by diabetic symptoms such as polydipsia,polydia-gia,polyuria and weight loss,then BPS intervention was performed.Body weight and fasting blood glucose of each group mice were detected;automatic biochemical analyzer was used to detect blood creatinine(SCr),blood urea nitrogen(BUN),24 h urinary protein(24 h UP),triglycerides(TG),total cholesterol(TC),alanine aminotransferase(ALT)content;ELISA was applied to determine serum inflammatory factor interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)level;HE and Masson staining were employed to observe renal his-topathological morphology;Western blot was used to de-tect Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),nuclear factor κB(NF-κB)for pro-tein expression.Results Compared with the model group,after BPS,body weight and fasting blood glucose decreased(P<0.01 or P<0.05);SCr,BUN,24 h UP,TC,TG and ALT significantly decreased(P<0.01 or P<0.05);the levels of the proinflammatory factors TNF-α and IL-6 were significantly reduced(P<0.01 or P<0.05);renal tissue injury and fibrosis decreased;TLR4,MyD88,NF-κB protein expression significantly decreased(P<0.01 or P<0.05).Conclusion BPS has a protective effect on the kidneys of DN mice,re-ducing the blood glucose level,improving liver and kid-ney function,alleviating renal tissue damage and renal fibrosis,and reducing inflammation response.Its mecha-nism may be related to the regulation of TLR4/MyD88/NF-κB signaling pathway.
8.Balanophora polysaccharide improves kidney injury in mice with diabetic nephropathy via regulating TLR4/MyD88/NF-κB signaling pathway
Tian-ying SONG ; Xiao-ling ZHOU ; Jian-hong GAO ; Yi-duo HE ; Chao-xi TIAN ; Xian-bing CHEN
Chinese Pharmacological Bulletin 2025;41(9):1659-1664
Aim To study the renal protective effect of balanophora polysaccharide(BPS)on diabetic nephrop-athy(DN)mice and explore the related mechanisms.Methods A DN mouse model was induced using a high-fat diet combined with intraperitoneal injection of streptozotocin(STZ),which was indicated by fasting blood glucose higher than 11.1 mmol·L-1,accompa-nied by diabetic symptoms such as polydipsia,polydia-gia,polyuria and weight loss,then BPS intervention was performed.Body weight and fasting blood glucose of each group mice were detected;automatic biochemical analyzer was used to detect blood creatinine(SCr),blood urea nitrogen(BUN),24 h urinary protein(24 h UP),triglycerides(TG),total cholesterol(TC),alanine aminotransferase(ALT)content;ELISA was applied to determine serum inflammatory factor interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)level;HE and Masson staining were employed to observe renal his-topathological morphology;Western blot was used to de-tect Toll-like receptor 4(TLR4),myeloid differentiation factor 88(MyD88),nuclear factor κB(NF-κB)for pro-tein expression.Results Compared with the model group,after BPS,body weight and fasting blood glucose decreased(P<0.01 or P<0.05);SCr,BUN,24 h UP,TC,TG and ALT significantly decreased(P<0.01 or P<0.05);the levels of the proinflammatory factors TNF-α and IL-6 were significantly reduced(P<0.01 or P<0.05);renal tissue injury and fibrosis decreased;TLR4,MyD88,NF-κB protein expression significantly decreased(P<0.01 or P<0.05).Conclusion BPS has a protective effect on the kidneys of DN mice,re-ducing the blood glucose level,improving liver and kid-ney function,alleviating renal tissue damage and renal fibrosis,and reducing inflammation response.Its mecha-nism may be related to the regulation of TLR4/MyD88/NF-κB signaling pathway.
9.Association of protein phosphatase 1 regulatory subunit 1B ( PPP1R1B) polymorphisms with schizophrenia in Han population of northern Henan province
Yanli LU ; Xiujuan WANG ; Zhaonian CHEN ; Xi SU ; Song LIU ; Yongfeng YANG ; Wenqiang LI
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(2):131-137
Objective:To investigate the association between single nucleotide polymorphism (SNP) of the protein phosphatase 1 regulatory subunit 1B( PPP1R1B) gene and schizophrenia in the Han population of northern Henan province. Methods:Utilizing Psychiatric Genomics Consortium 3 (PGC3) data, the SNPs of PPP1R1B gene which were significantly associated with schizophrenia were screened.Subsequently, totally 1 721 schizophrenia patients and 6 726 healthy controls from the Han population in northern Henan province were recruited for further analysis. The SNP rs907094, located within the PPP1R1B gene was validated, and the clinical symptoms of 386 schizophrenia patients were evaluated using the positive and negative syndrome scale (PANSS). Additionally, expression quantitative trait loci (eQTL) association analysis was conducted to explore the relationship between the rs907094 polymorphism and PPP1R1B gene expression.The PLINK v1.9, Genetic Power Calculater, SPSS 20.0 softwares were used for data analysis. Results:Significant differences in genotype AA, AG, GG(schizophrenia group: AA, 489(28.4%); AG, 848(49.3%); GG, 384(22.3%); control group: AA, 1 450(21.6%); AG, 3 386(50.3%); GG, 1 890(28.1%), χ2=45.418, P<0.05) and allele frequency(schizophrenia group: A, 1 826(53.1%); G, 1 616(46.9%); control group: A, 6 286(46.7%); G, 7 166(53.3%), χ2=43.877, P<0.05) were observed for SNP rs907094 between the schizophrenia group and control group. Individuals carrying allele A were identified to have a higher risk of developing schizophrenia compared to those carrying allele G ( OR=1.288, 95% CI=1.195-1.388). Furthermore, the genotype PPP1R1B gene was found to be associated with the clinical features of schizophrenia. A statistically significant difference was observed in the excitement/hostility factor between AA and GG patients with rs907094 (13.62±5.65, 15.54±4.66)( P<0.05). Additionally, significant differences were noted in the cognitive factor scores between AA and GA genotypes (17.76±5.58, 19.43±5.73)( P<0.05). Conclusions:In the Han population from northern Henan province, the rs907094 polymorphism of the PPP1R1B gene is associated with schizophrenia.And the specific locus may be implicated in arousal/hostility symptoms and cognitive dysfunction.
10.Arrhythmia after Fontan surgery in children
Danjin WANG ; Mingjie ZHANG ; Yixiao SONG ; Zhuoming XU ; Xi CHEN
Chinese Pediatric Emergency Medicine 2025;32(7):519-523
Objective:To explore the effect of arrhythmia in early and intermediate postoperative stages of the Fontan procedure.Methods:Patients undergoing Fontan procedure at Shanghai Children's Medical Center within 2015 to 2018 were included.Identified data obtained from retrospective,observational dataset including demographic information,patient diagnoses,baseline characteristics,operation details,ECG data,ultrasound cardiograph data,in-hospital medical intervention,in-hospital mortality,out-patient medical intervention,readmission,and complications.Results:Among the 277 children,early arrhythmia occurred in 173 cases(62.5%),medium- and long-term arrhythmia occurred in 35 cases(12.6%),and 69 cases(24.91%)had no arrhythmia,of which only 55 cases(19.9%)needed early intervention with drugs.Malignant arrhythmia was an independent predictor of poor prognosis( OR 5.835 95% CI 1.738-19.596, P=0.004).Among all arrhythmia,atrioventricular junction arrhythmia had the highest incidence.During the follow-up,we found that most of the arrhythmia that had occurred in the early postoperative period could return to normal in three months after the operation,while the rhythm gradually stabilized at four years after the operation,the persistent arrhythmia almost no longer returned to normal,and the normal rhythm basically did not recur.For patients who did not develop arrhythmia in the early postoperative period,the peak of new arrhythmia occurred within one year after surgery,and most of them were persistent arrhythmia. Conclusion:The development of an arrhythmia is associated with a heightened risk of subsequent failure of the Fontan circulation,especially malignant arrhythmia.However,the incidence of malignant arrhythmia is not high.In addition,most of the arrhythmias that had occurred in the early postoperative period could return to normal in three months after surgery,and the rhythm gradually stabilized in four years after surgery.While no arrhythmia in the early postoperative period,the peak of new arrhythmia occur within one year after surgery,and most of them are persistent arrhythmia.

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