1.Research on the application of large language models in the diagnosis and treatment decision support for primary diseases related to pediatric liver transplantation
Yuanhao WANG ; Chengpeng ZHONG ; Yuxuan WU ; Kang HE ; Qiang XIA
Organ Transplantation 2026;17(3):444-451
Objective To explore the application value of three mainstream large language models in the diagnosis, differential diagnosis, and treatment decision support of the primary diseases related to pediatric liver transplantation. Methods Seventy-nine cases of pediatric liver transplantation-related diseases diagnosed through pathological or clinical follow-up data were collected from Renji Hospital, Shanghai Jiao Tong University School of Medicine or published high-quality case reports. These cases covered 25 types of primary diseases such as cholestatic liver disease, metabolic diseases, and tumors. Standardized prompts were used to input the case information into the DeepSeek-R1, ChatGPT-4o and Grok-3 models, and the accuracy of their preliminary diagnosis and differential diagnosis based on basic clinical data was evaluated. The final diagnosis accuracy and the response time after supplementary examination were also assessed, as well as the completeness and rationality of their analysis of disease treatment principles. Results In the initial diagnosis and differential diagnosis stage, the comprehensive accuracy of DeepSeek-R1 was the highest [72.1%, 95% confidence interval (CI) 61.4% - 80.8%], and there was a statistically significant difference in the comprehensive accuracy of the three models for initial diagnosis (P = 0.008). After adding further examination information, the final diagnosis accuracy of the three models increased, with DeepSeek-R1 at 88.6% (95% CI 79.7% - 93.9%), ChatGPT-4o at 87.3% (95% CI 78.2% - 93.0%), and Grok-3 at 78.5% (95% CI 68.2% - 86.1%). There was no statistically significant difference among the three models (P = 0.05). The scores given by experts for the treatment principles showed good consistency (Kappa = 0.769). In addition, the response time of ChatGPT-4o is shorter than that of the other two models [(24 ± 7) s]. Conclusions Large language models demonstrate good efficacy in the diagnosis and treatment decision-making process of various pediatric liver diseases, have a good application prospect for auxiliary diagnosis and decision support, and are expected to help improve the accuracy and efficiency of clinical diagnosis and treatment of pediatric liver transplantation-related primary diseases.
2.Clinical application of minimally invasive mitral valvuloplasty in patients with infective endocarditis complicated with mitral valve insufficiency
Yubin ZHONG ; Yunqing SHI ; Quanlin YANG ; Songyi QIAN ; Limin XIA ; Kai SONG ; Sun PAN
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(05):778-783
Objective To investigate the clinical efficacy of minimally invasive mitral valvuloplasty (MVP) in the treatment of infective endocarditis (IE) with mitral regurgitation (MR). Methods A retrospective analysis was conducted on the clinical data of patients who underwent MVP for IE with MR at the Department of Cardiovascular Surgery in Zhongshan Hospital, Fudan University from 2016 to 2020. Patients were divided into two groups based on the surgical incision: those with a right mini-thoracotomy were classified as a minimally invasive surgery (MIS) group, and those with a median sternotomy (MS) were classified as an MS group. All patients had isolated mitral valve involvement. Perioperative data were analyzed, and mid- to long-term outcomes were compared between the two groups. Results A total of 86 patients were included, with 40 in the MIS group [22 males and 18 females, with a mean age of (39.78±15.36) years ranging from 14 to 75 years] and 46 in the MS group [27 males and 19 females, with a mean age of (49.94±16.13) years ranging from 14 to 71 years]. The patients in the MIS group were relatively younger (P=0.004) with better preoperative cardiac function (P=0.004). There was no statistical difference in preoperative fever, gender, or comorbidities between the two groups (P>0.05). The MIS group had shorter postoperative ventilation times, less postoperative 24-hour drainage, less blood transfusion, and shorter total hospital stays compared to the MS group (P<0.05). There was no statistical difference in cardiopulmonary bypass times or ICU stays between the two groups (P>0.05). The perioperative complication rates and mortality rates were not significantly different between the two groups (P>0.05). Follow-up was conducted for 11-92 months, with a mean duration of (49±19) months and an overall follow-up rate of 91.9%. During the follow-up, 3 patients in each group required reoperation for mitral valve issues, with no statistical difference in incidence (7.5% vs. 6.5%, P=0.691). There were no warfarin-related complications, recurrences, or deaths in either group during follow-up. Multivariate regression analysis identified age, preoperative cardiac function, and surgeon experience as influencing factors for the choice of surgical approach. Conclusion Minimally invasive MVP for IE with MR is relatively safe in the perioperative period and shows significant efficacy, with clear mid- to long-term outcomes. It is recommended for younger patients with better preoperative cardiac function and when performed by surgeons with extensive experience in mitral valvuloplasty.
3.Quantitative Evaluation of Mitral Valve Structure and Function in Mitral Valve Prolapse by Three-Dimensional Transesophageal Echocardiography
Jinlong ZHONG ; Juan XIA ; Xiaojing MA ; Huiying CHEN
Chinese Journal of Medical Imaging 2025;33(8):854-861
Purpose To evaluate the static structural changes of mitral annulus and leaflets in mitral valve prolapse via three-dimensional transesophageal echocardiography(3D-TEE),and their continuous dynamic changes during the cardiac cycle.Materials and Methods Twenty-six patients with mitral valve prolapse diagnosed by transesophageal echocardiography in Wuhan Asia Heart Hospital from June 2022 to June 2023 were retrospectively included,and 30 patients who were examined by transesophageal echocardiography in our hospital during the same period due to monitoring of patent foramen ovale or non-cardiac surgery were selected as the control group.The related parameters of the valve annulus were measured.In addition,the meaningful parameters were measured at late diastole(LD),early systole(ES),middle systole(MS)and late systole(LS),and the change rate was calculated.The static structure of mitral valve device was compared between the two groups,and the differences of various parameters at different times were analyzed.Results Compared with the control group,the annulus height(AH)and the ratio of annulus height and combined width(AHCWR)in the case group decreased,and the other parameters increased(t=-7.447-12.472,all P<0.05),but there was no statistical difference in the maximum displacement distance of the annulus between the two groups(P>0.05).Comparing the related parameters of LD,ES,MS and LS at four different time points,compared with the control group,all the parameters in the case group increased except AH and AHCWR(t=-16.224-15.683,all P<0.05).Comparing the continuous changes at four different times,the continuous changes of all parameters in the control group were statistically significant(F=7.632-323.837,all P<0.05),and there were significant differences in the parameters of the control group from LD to ES(all P<0.05).Except anterolateral to posteromedial diameter,intertrigonal diameter and annulus area,the continuous changes of other parameters in the case group were statistically significant(F=3.041-71.082,all P<0.05),and only non-planar angle,AH and AHCWR in the case group had statistical differences in LD to ES(all P<0.05).Compared with the control group,the change rate of parameters in the case group decreased,and the difference was statistically significant(t/U=-7.069-780.000,all P<0.05),and the change rate of C-ring was greater than that of intertrigonal diameter.Conclusion 3D-TEE can quantitatively analyze the dynamic changes of mitral annulus and leaflets,and analyze the continuous changes of mitral valve in cardiac cycle in detail,which can provide more accurate preoperative evaluation for patients and guide treatment.
4.Preparation and Identification of a Novel Polypeptide Promoting Wound Healing
Yue-Xia ZHU ; Biao HUANG ; Yu-Bin LIAO ; Chen-Xin WANG ; Zhong-Hua LIU ; Qiong LIAO
Chinese Journal of Biochemistry and Molecular Biology 2025;41(10):1402-1409
Wound repair and infection have long posed significant challenges in clinical medicine.Am-phibians,adapting to complex environments through long-term natural selection,have evolved skin sys-tems with remarkable abilities to resist external damage and promote rapid wound healing,making them an important source for discovering candidate molecules for wound healing.In this study,a novel peptide composed of 22 amino acids,with the sequence"VGKAGLETAACKATNSCFNIDW"and a molecular weight of 2299.6 D,was screened from the cDNA library of Odorrana tormota and named PN-VW22.The peptide was synthesized by solid-phase synthesis,and its effects on cell proliferation were evaluated using the CCK-8 assay and scratch wound healing assay in human keratinocytes(HaCaT)and mouse em-bryonic fibroblasts(NIH3T3).Antibacterial activity was assessed by determining the minimum inhibitory concentration(MIC).Results showed that PN-VW22 at various concentrations had no significant effect on the cell viability in NIH3T3 cells(P>0.05),but significantly enhanced HaCaT cell viability at 0.5μmol/L(P<0.001).Meanwhile,PN-VW22 induced cell proliferation and promoted wound healing in HaCaT cells,with a healing rate of 64.44%after 24 h incubation at 0.5 μmol/L.Furthermore,PN-VW22 exhibited antibacterial activity against Staphylococcus aureus with an MIC value of 13.92 μmol/L.In sum,this study identified PN-VW22 as a novel bifunctional peptide with both wound repair and anti-infective properties,providing a new toxin peptide template for the development of wound healing drugs.
5.Autophagy in different subtypes of breast cancer cells mediated by p-AMPK and its molecular mechanisms
Xin-jiao YANG ; Ru-yao HU ; Zhe XIONG ; Di ZOU ; Jie CAI ; Cong-long XIA ; Zhong-bin BAI ; Hong-ye ZHAO
Chinese Pharmacological Bulletin 2025;41(5):898-907
Aim To investigate the effect of p-AMPK activity on autophagy in different subtypes of MDA-MB-231(triple-negative breast cancer cells)and MCF-7(estrogen receptor-positive cells)and its regulatory mechanism.Methods MDA-MB-231 cells were trea-ted with EBSS,Baf-A1,and EBSS+Baf-A1 for four hours,and MCF-7 cells for eight hours.The effects of autophagy on cell proliferation and apoptosis were ob-served,mitochondrial morphology was examined,and the expression of autophagy markers LC3B,P62,LAMP1,TOM20,AMPK,p-AMPK,ULK1,and Bec-lin1/VPS34 proteins was detected.The autophagy pathway was validated by inhibiting AMPK activity.Results Breast cancer cells underwent autophagy af-ter starvation induction(EBSS),with inconsistent au-tophagy processes observed in different subtypes of breast cancer cells.Autophagy inhibited cell prolifera-tion.In MDA-MB-231 cells,autophagy led to an in-crease in p-AMPK levels and a decrease in ULK1 lev-els,initiating autophagy through p-AMPK activation of ULK1.In MCF-7 cells,both p-AMPK and ULK1 levels decreased after autophagy,suggesting that autophagy might not be mediated by p-AMPK activation.Conclu-sions MDA-MB-231 cells primarily initiate autophagy by directly activating ULK1 by p-AMPK,independent of the MTOR pathway.In MCF-7 cells autophagy might be triggered by inhibiting MTOR through AMPK activity or directly activating MTOR through other up-stream factors.Regulating p-AMPK activity based on the autophagy pathways in different cell subtypes could enable more precise targeting and treatment of different types of breast cancer.
6.Research progress on risk factors and risk prediction models of peristomal moisture-associated skin damage
Teng LI ; Qing WEI ; Songmei CAO ; Zhuoran XIA ; Yu ZHONG
Chinese Journal of Practical Nursing 2025;41(17):1350-1356
The high incidence of peristoma moisture-related skin injury in patients with enterostomies seriously reduces patients′ quality of life. This paper reviewed the risk factors and risk prediction models for peristoma moisture-related skin injury, with the aim of providing an important basis for early identification and intervention in the high-risk group of peristoma moisture-related skin injury after clinical stoma surgery, and then providing a reference for the personalised health management of patients with intestinal stoma.
7.Correlation between visual recovery and non-treponemal serologic test titers in ocular syphilis patients
Yahan WANG ; Fanghua HE ; Chongke ZHONG ; Yuxuan XU ; Yating XU ; Yunhai ZHANG ; Minzhi WU ; Wei XIA
Journal of Chinese Physician 2025;27(5):654-657
Objective:To investigate the relationship between visual recovery and non-treponemal serologic test titers [tolulized red unheated serum test (TRUST) or rapid plasma reagin (RPR)] in patients with isolated ocular syphilis and those with ocular syphilis combined with neurosyphilis.Methods:A total of 35 ocular syphilis patients treated at the Department of Ophthalmology, the First Affiliated Hospital of Soochow University, and the Department of Dermatology, the Fifth People′s Hospital of Suzhou between 2016 and 2024 were enrolled. Pre-treatment serum TRUST/RPR and treponema pallidum particle agglutination (TPPA) assay results were collected for all 35 patients. Cerebrospinal fluid (CSF) biochemical, routine, TRUST/RPR, and TPPA results were obtained for 29 patients. Visual acuity (logMAR) before and after treatment was recorded for 21 patients (34 eyes). Pearson or Spearman correlation analysis was used to assess the relationship between pre-and post-treatment visual acuity, degree of visual recovery, and serum titers.Results:No significant differences in titer distribution were observed among the 35 ocular syphilis patients based on age or sex ( P>0.05). Among the 29 patients who underwent lumbar puncture, 17(58.62%) were diagnosed with ocular syphilis combined with neurosyphilis, while 12(41.38%) had isolated ocular syphilis. The proportion of patients with high pre-treatment serum titers did not differ significantly between the two groups ( P=0.294). The degree of post-treatment visual recovery showed a positive correlation with pre-treatment serum titers, indicating that higher initial titers were associated with better visual recovery (34 eyes, r=-0.302, P=0.081). Post-treatment visual acuity was positively correlated with pre-treatment visual acuity (34 eyes, r=0.547, P=0.001), suggesting that patients with poor baseline vision had worse post-treatment visual outcomes. The median visual improvement was logMAR 0.560 in the isolated ocular syphilis group and logMAR 0.202 in the neurosyphilis-combined group, with no significant difference between the two ( P=0.322). Conclusions:Ocular syphilis patients with higher pre-treatment titers exhibit better visual recovery, while poor post-treatment visual outcomes are associated with low baseline visual acuity.
8.A case report and literature review on anakinra in the treatment of refractory adult onset Still's disease
Yumin YAN ; Jie LIU ; Xia ZHANG ; Xue ZHONG
China Pharmacy 2025;36(19):2442-2447
OBJECTIVE To investigate the efficacy and safety of the interleukin-1(IL-1)receptor antagonist anakinra in the treatment of refractory adult onset Still's disease(AOSD),and provide more real-world evidence and practical experience for the treatment of AOSD with this drug.METHODS A retrospective analysis was conducted on the diagnosis and treatment process of a patient with AOSD complicated with dermatomyositis who received anakinra;systematically searched for relevant literature on the treatment of AOSD with anakinra in Chinese and English databases such as CNKI,PubMed,Medline,etc.,and conduct literature review on its efficacy and safety.RESULTS The patient in this case had poor treatment with multiple traditional drugs and was considered to have AOSD combined with dermatomyositis.After being admitted to the hospital and treated with a combination therapy of anakinra and glucocorticoids for several days,the patient's clinical symptoms and inflammatory indicators significantly improved,and no serious adverse drug reactions occurred.Pharmacists designed specialized pharmaceutical monitoring pathways and conduct regular follow-up after discharge.After discharge,the patient took medication regularly,and the condition was maintained and relieved;during this period,there was redness and swelling at the injection site which resolved on its own without any other obvious discomfort.Literature review showed that anakinra could increase the response rate and remission rate of AOSD patients,and significantly reduce the dosage of glucocorticoids;adverse events were mainly injection site reactions,with a low overall risk of infection and good safety;however,there was a significant difference in the treatment course,and there was currently no unified plan.CONCLUSIONS Anakinra is an efficient and safe biological agent for treating AOSD,which can rapidly induce and maintain disease remission.For AOSD patients,clinical consideration may be given to using IL-1 antagonists to reduce glucocorticoid dependence,while strengthening long-term medication monitoring.
9.Preparation and Identification of a Novel Polypeptide Promoting Wound Healing
Yue-Xia ZHU ; Biao HUANG ; Yu-Bin LIAO ; Chen-Xin WANG ; Zhong-Hua LIU ; Qiong LIAO
Chinese Journal of Biochemistry and Molecular Biology 2025;41(10):1402-1409
Wound repair and infection have long posed significant challenges in clinical medicine.Am-phibians,adapting to complex environments through long-term natural selection,have evolved skin sys-tems with remarkable abilities to resist external damage and promote rapid wound healing,making them an important source for discovering candidate molecules for wound healing.In this study,a novel peptide composed of 22 amino acids,with the sequence"VGKAGLETAACKATNSCFNIDW"and a molecular weight of 2299.6 D,was screened from the cDNA library of Odorrana tormota and named PN-VW22.The peptide was synthesized by solid-phase synthesis,and its effects on cell proliferation were evaluated using the CCK-8 assay and scratch wound healing assay in human keratinocytes(HaCaT)and mouse em-bryonic fibroblasts(NIH3T3).Antibacterial activity was assessed by determining the minimum inhibitory concentration(MIC).Results showed that PN-VW22 at various concentrations had no significant effect on the cell viability in NIH3T3 cells(P>0.05),but significantly enhanced HaCaT cell viability at 0.5μmol/L(P<0.001).Meanwhile,PN-VW22 induced cell proliferation and promoted wound healing in HaCaT cells,with a healing rate of 64.44%after 24 h incubation at 0.5 μmol/L.Furthermore,PN-VW22 exhibited antibacterial activity against Staphylococcus aureus with an MIC value of 13.92 μmol/L.In sum,this study identified PN-VW22 as a novel bifunctional peptide with both wound repair and anti-infective properties,providing a new toxin peptide template for the development of wound healing drugs.
10.Influence of surface structure of 3D-printed silk fibroin-based scaffolds on bronchial epithelial cells growth in vitro
Zhong-chun CHEN ; Nong-ping ZHONG ; Tao DONG ; Zheng-zhong SHAO ; Xia ZHAO
Fudan University Journal of Medical Sciences 2025;52(4):475-483
Objective To investigate the effect of the structure of 3D-printed silk fibroin/hydroxypropyl methylcellulose(SF/HPMC)scaffolds on the growth of tracheal epithelial cells in vitro.Methods Six types of SF/HPMC scaffolds with different surface topography,pore size,and porosity were fabricated using a 3D printer by adjusting the concentration of SF/HPMC solutions and printing parameters,combined with freeze-drying.Normal human bronchial epithelial cell lines BEAS-2B were cultured on these scaffolds for 7 days.The cell proliferation was detected by CCK-8 assay and live/dead cell staining,and the cell morphology was observed by scanning electron microscopy(SEM).Results The porosity of 20%(weight percentage)SF/HPMC scaffolds with rough surface and smooth surface were 70.5%±2.0%and 65.5%±6.1%,respectively,and the porosity of 30%(weight percentage)SF/HPMC scaffolds with rough surface and smooth surface were 63.9%±2.1%and 59.6%±2.1%,respectively.The two pore sizes of the rough-surfaced 20%SF/HPMC scaffolds were(443.9±104.1)μm and(681.1±115.1)μm.BEAS-2B cells spread better on the rough-surfaced scaffolds,and their proliferation was higher on scaffolds with higher porosity and smaller pore sizes compared to those with lower porosity and larger pore sizes.Conclusion The 3D-printed SF/HPMC scaffolds are suitable for bronchial epithelial cell growth.Scaffolds with rough surfaces,higher porosity,and appropriate pore sizes might facilitate BEAS-2B cell growth.

Result Analysis
Print
Save
E-mail