ObjectiveTo compare the performance of different automatic evaluation methods for detecting pattern hallucinations generated by large language models （LLMs） in traditional Chinese medicine （TCM） syndrome differentiation and to identify a strategy with higher overall discriminative performance against expert manual judgment. MethodsA standardized TCM syndrome-differentiation dataset containing 598 cases was constructed from case reports published in Chinese core journals indexed by Peking University Core Journals or Chinese Science Citation Database. Each of the 598 cases was submitted to five Chinese LLMs， with each model generating one syndrome-pattern output per case， yielding 2990 outputs in total. The 598 outputs generated by Qwen3-Next-80B-A3B-Thinking were independently annotated for syndrome-pattern hallucinations by two licensed TCM physicians with intermediate or higher professional titles. Disagreements were adjudicated by a third licensed TCM physician with a senior associate professional title and more than 10 years of clinical experience. The resulting consensus annotations served as the reference labels for training and validating the automated evaluation method. Based on these reference labels， three categories of automated evaluation methods were developed and compared following a progressive strategy from text-level semantic similarity， to syndrome-element structural consistency， and finally multi-feature fusion. Method A employed sentence-embedding models based on semantic similarity between pattern texts. Method B adopted a rule-based threshold method using weighted Jaccard coefficients of disease-location and disease-nature syndrome elements. Method C utilized a machine-learning classifier integrating syndrome-element matching scores， missing and redundant syndrome-element counts， and multiple semantic-similarity features. Five-fold cross-validation was used to evaluate the discriminative performance of each method against manual judgment. The optimal method was then applied to uniformly assess the pattern hallucination rates of five LLMs. ResultsIn method A， text2vec-large-chinese showed best overall performance， with an area under the receiver operating characteristic curve （AUROC）， area under the precision-recall curve （PR-AUC）， F1-score， sensitivity， and specificity of 0.849， 0.884， 0.794， 0.801， and 0.691， respectively. In method B， the corresponding metrics of the rule-based syndrome-element Jaccard threshold method were 0.848， 0.851， 0.817， 0.845， and 0.684， respectively； those of the LLM-based syndrome-element Jaccard method were 0.872， 0.906， 0.795， 0.764， and 0.780， respectively. In method C， the multilayer perceptron （MLP） classifier showed the best overall performance， with AUROC， PR-AUC， F1-score， sensitivity， and specificity of 0.933， 0.951， 0.871， 0.857， and 0.846， respectively. Under the unified evaluation framework combining DeepSeek-R1 syndrome-element extraction and MLP classifier， the estimated pattern hallucination rates of the five LLMs ranged from 56.0% to 77.4%. ConclusionAmong the three automatic evaluation methods， Method C integrating syndrome-element discrepancy features and text semantic features using an MLP classifier showed the highest overall discriminative performance against manual judgment， and is more suitable for evaluating syndrome hallucinations in LLM-based TCM syndrome differentiation tasks.

Effective axon regeneration is essential for the successful restoration of nerve functions in patients suffering from axon injury-associated neurological diseases. Certain self-regeneration occurs in injured peripheral axonal branches of dorsal root ganglion (DRG) neurons but does not occur in their central axonal branches. By performing rat sciatic nerve or dorsal root axotomy, we determined the expression of the dysbindin domain containing 2 (DBNDD2) in the DRGs after the regenerative peripheral axon injury or the non-regenerative central axon injury, respectively, and found that DBNDD2 is down-regulated in the DRGs after peripheral axon injury but up-regulated after central axon injury. Furthermore, we found that DBNDD2 expression differs in neonatal and adult rat DRGs and is gradually increased during development. Functional analysis through DBNDD2 knockdown revealed that silencing DBNDD2 promotes the outgrowth of neurites in both neonatal and adult rat DRG neurons and stimulates robust axon regeneration in adult rats after sciatic nerve crush injury. Bioinformatic analysis data showed that transcription factor estrogen receptor 1 (ESR1) interacts with DBNDD2, exhibits a similar expression trend as DBNDD2 after axon injury, and may targets DBDNN2. These studies indicate that reduced level of DBNDD2 after peripheral axon injury and low abundance of DBNDD2 in neonates contribute to axon regeneration and thus suggest the manipulation of DBNDD2 expression as a promising therapeutic approach for improving recovery after axon damage.
Animals ; Ganglia, Spinal/metabolism* ; Nerve Regeneration/genetics* ; Rats ; Axons/metabolism* ; Sciatic Nerve/injuries* ; Rats, Sprague-Dawley ; Male

Liver metastasis from colorectal cancer is a complex biological process, involving the interaction of multiple mechanisms and cell types, including the self-renewal and dynamic acquisition of the traits of cancer stem cells. Characteristic metabolic changes occur in colorectal cancer cells to meet the energy demands during the metastasis process. Epithelial-mesenchymal transition promotes the migration of primary colorectal cancer cells into the circulatory system, where they become circulating tumor cells, and then extravasate into the portal venous system to complete the processes of seeding, proliferation, and the formation of metastatic foci. Resident cells and immune cells in the hepatic microenvironment coordinate the immune response, inducing the occurrence of metastatic liver tumors. Further research on the molecular mechanisms related to liver metastasis from colorectal cancer is expected to develop novel therapeutic drugs targeting these molecular mechanisms, so as to improve the prognosis outcomes of patients.

Objective:To explore the relationship between serum thymic stromal lymphopoietin (TSLP) levels and the occurrence of pruritus as well as interstitial lung diseases (ILD) in patients with dermatomyositis (DM) or clinically amyopathic dermatomyositis (CADM) .Methods:A retrospective analysis was conducted on the clinical data from 61 diagnosed DM/CADM patients at Ruijin Hospital, Shanghai Jiao Tong University School of Medicine between February 2019 and March 2022. Thirty-five age- and sex-matched healthy individuals were included as controls. Serum TSLP and anti-melanoma differentiation-associated gene 5 (MDA5) antibody levels were measured using enzyme-linked immunosorbent assay (ELISA) . A multiplexed flow cytometry assay was performed to detect the serum levels of 12 cytokines, including interferon (IFN) -α2, IFN-γ, interleukin (IL) -4, IL-5, etc. Pruritus severity in DM/CADM patients was assessed using the visual analog scale (VAS) . Relationships of serum TSLP levels with skin lesions, inflammatory markers, and the severity of ILD were analyzed using GraphPad Prism 8.0.1 and R (version 4.3.2) software.Results:Among the 61 patients with DM/CADM, 18 were males (13 with DM and 5 with CADM) and 43 were females (30 with DM and 13 with CADM) , with ages of 53.08 ± 14.97 years and disease duration of 6.27 ± 4.27 months. No significant differences were observed in sex or age between the DM/CADM group and the healthy control group (both P > 0.05) . Of the 61 patients, 15 (24.59%) were positive for anti-MDA5 antibodies, and 31 (51.67%) had ILD, including 11 with acute/subacute interstitial pneumonia (A/SIP) . The pruritus VAS score ( M[ Q1, Q3]) among the 61 patients was 3 (0, 6) points; 20 patients (32.79%) reported no pruritus, while 11 (18.32%) , 17 (27.87%) , and 13 (21.31%) experienced mild, moderate, and severe pruritus, respectively. Serum TSLP levels were significantly higher in the DM/CADM patients than in the healthy controls (91.0 [34.6, 273.0] vs. 25.0 [0.0, 83.5] pg/ml, Z = 1 502.50, P < 0.001]. The TSLP levels were significantly positively correlated with serum levels of alanine aminotransferase (ALT) , lactate dehydrogenase, C-reactive protein, erythrocyte sedimentation rate and ferritin, and significantly negatively correlated with pruritus VAS scores, eosinophil percentages, and eosinophil counts (all P < 0.05) . Serum TSLP levels were significantly higher in the anti-MDA5 antibody-positive patients than in the anti-MDA5 antibody-negative patients (273.0 [103.8, 2 576.0] pg/ml vs. 67.4 [16.9, 218.7] pg/ml, P = 0.002) , as well as in the patients with A/SIP than in those without A/SIP (390.0 [168.2, 2 869.6] vs. 67.5 [21.8, 235.9] pg/ml, P < 0.001) . ROC analysis showed that the combined detection of serum TSLP levels and anti-MDA5 antibodies had a higher predictive value for A/SIP in DM/CADM patients (AUC = 0.922) than either the detection of anti-MDA5 antibodies (AUC = 0.831) or TSLP (AUC = 0.824) alone did. Conclusions:Serum TSLP levels were significantly higher in patients with DM/CADM than in healthy controls, with particularly higher levels observed in anti-MDA5 antibody-positive patients and patients with coexisting A/SIP, and were correlated with several indicators of disease activity. The combination of serum TSLP levels and anti-MDA5 antibodies provided greater predictive value for A/SIP than either of them alone did.

Objective:To explore the relationship between serum thymic stromal lymphopoietin (TSLP) levels and the occurrence of pruritus as well as interstitial lung diseases (ILD) in patients with dermatomyositis (DM) or clinically amyopathic dermatomyositis (CADM) .Methods:A retrospective analysis was conducted on the clinical data from 61 diagnosed DM/CADM patients at Ruijin Hospital, Shanghai Jiao Tong University School of Medicine between February 2019 and March 2022. Thirty-five age- and sex-matched healthy individuals were included as controls. Serum TSLP and anti-melanoma differentiation-associated gene 5 (MDA5) antibody levels were measured using enzyme-linked immunosorbent assay (ELISA) . A multiplexed flow cytometry assay was performed to detect the serum levels of 12 cytokines, including interferon (IFN) -α2, IFN-γ, interleukin (IL) -4, IL-5, etc. Pruritus severity in DM/CADM patients was assessed using the visual analog scale (VAS) . Relationships of serum TSLP levels with skin lesions, inflammatory markers, and the severity of ILD were analyzed using GraphPad Prism 8.0.1 and R (version 4.3.2) software.Results:Among the 61 patients with DM/CADM, 18 were males (13 with DM and 5 with CADM) and 43 were females (30 with DM and 13 with CADM) , with ages of 53.08 ± 14.97 years and disease duration of 6.27 ± 4.27 months. No significant differences were observed in sex or age between the DM/CADM group and the healthy control group (both P > 0.05) . Of the 61 patients, 15 (24.59%) were positive for anti-MDA5 antibodies, and 31 (51.67%) had ILD, including 11 with acute/subacute interstitial pneumonia (A/SIP) . The pruritus VAS score ( M[ Q1, Q3]) among the 61 patients was 3 (0, 6) points; 20 patients (32.79%) reported no pruritus, while 11 (18.32%) , 17 (27.87%) , and 13 (21.31%) experienced mild, moderate, and severe pruritus, respectively. Serum TSLP levels were significantly higher in the DM/CADM patients than in the healthy controls (91.0 [34.6, 273.0] vs. 25.0 [0.0, 83.5] pg/ml, Z = 1 502.50, P < 0.001]. The TSLP levels were significantly positively correlated with serum levels of alanine aminotransferase (ALT) , lactate dehydrogenase, C-reactive protein, erythrocyte sedimentation rate and ferritin, and significantly negatively correlated with pruritus VAS scores, eosinophil percentages, and eosinophil counts (all P < 0.05) . Serum TSLP levels were significantly higher in the anti-MDA5 antibody-positive patients than in the anti-MDA5 antibody-negative patients (273.0 [103.8, 2 576.0] pg/ml vs. 67.4 [16.9, 218.7] pg/ml, P = 0.002) , as well as in the patients with A/SIP than in those without A/SIP (390.0 [168.2, 2 869.6] vs. 67.5 [21.8, 235.9] pg/ml, P < 0.001) . ROC analysis showed that the combined detection of serum TSLP levels and anti-MDA5 antibodies had a higher predictive value for A/SIP in DM/CADM patients (AUC = 0.922) than either the detection of anti-MDA5 antibodies (AUC = 0.831) or TSLP (AUC = 0.824) alone did. Conclusions:Serum TSLP levels were significantly higher in patients with DM/CADM than in healthy controls, with particularly higher levels observed in anti-MDA5 antibody-positive patients and patients with coexisting A/SIP, and were correlated with several indicators of disease activity. The combination of serum TSLP levels and anti-MDA5 antibodies provided greater predictive value for A/SIP than either of them alone did.

Objective To investigate the effect of dioscin on uric acid(UA)-induced oxidative stress injury of human renal tubular epithelial cells(HK-2)and its molecular mechanism.Methods HK-2 cells were cultured and divided into four groups:blank group(normal group),model group(uric acid-stimulation modeling),condition control group(UA+DMSO)and dioscin group(UA+dioscin).Oxidative stress injury model was induced by UA in HK-2 cells.Cells viability was detected by CCK-8.ROS level was detected by flow cytometry.Real-time PCR was used to detect the expressions of glycogen synthase kinase 3β(GSK3β),nuclear factor erythroid 2-related factor 2(Nrf2)and heme oxygenase 1(HO-1)at mRNA level,and Western Blot was used to detect the expressions of phosphorylated glycogen synthesis kinase 3β(p-GSK3β),GSK3β,Nrf2 and HO-1 at protein level.Results After stimulation by UA,HK-2 cells viability was obviously decreased,and ROS level was significantly increased(all P＜0.001).When treated with dioscin,HK-2 cells viability was obviously increased,and the ROS level of HK-2 cells was significantly decreased(all P＜0.001).The expressions of Nrf2 and HO-1 decreased at the protein and mRNA levels after stimulation with UA.But the expressions of Nrf2 and HO-1 significantly increased after treated with dioscin(all P＜0.001).Compared with the blank group,the p-GSK3β/GSK3β ratio in the model group decreased significantly at the protein level,but the p-GSK3β/GSK3β ratio increased after treated with dioscin(all P＜0.001).Conclusion Dioscin can alleviate UA-induced oxidative stress injury in HK-2 cells.The mechanism might be that dioscin can promote phosphorylation of GSK3β,and activate Nrf2/HO-1 pathway.

Objective:To investigate the correlation between the clinical features and endoscopic ultrasound-guided portal pressure gradient (EUS-PPG) in patients with cirrhosis.Methods:A total of 148 patients with cirrhosis and portal hypertension who underwent EUS-PPG measurement at the Third Xiangya Hospital of Central South University from March 15, 2022 to June 20, 2023 were selected. The clinical data of patients collected before EUS-PPG measurement were analyzed. Variations in the EUS-PPG across different clinical data subgroups were analyzed. Multivariate linear regression analysis was used to explore the independent factors influencing EUS-PPG.Results:The EUS-PPG was significantly elevated in patients exhibiting red signs (16.62±5.33 mmHg VS 13.44±5.34 mmHg, t=3.616, P<0.001), gastroesophageal varices (15.78±5.30 mmHg VS 9.70±4.77 mmHg, t=4.247, P<0.001), hepatic encephalopathy (20.83±7.52 mmHg VS 14.92±5.35 mmHg, t=2.606, P=0.010), thrombocytopenia (15.66±5.39 mmHg VS 13.29±5.83 mmHg, t=2.136, P=0.034), hypoproteinemia (16.13±5.86 mmHg VS 14.12±5.03 mmHg, t=2.230, P=0.027), and an increased international normalized ratio (16.25±6.00 mmHg VS 14.40±5.11 mmHg, t=2.022, P=0.045). Conversely, the EUS-PPG was significantly reduced in patients with a history of splenectomy and devascularization (13.17±5.88 mmHg VS 15.73±5.34 mmHg, t=-2.379, P=0.019). The EUS-PPG in patients with varying degrees of ascites (no VS slight VS moderate or severe: 13.40±5.48 mmHg VS 15.90±5.49 mmHg VS 16.69±5.17 mmHg, F=5.188, P=0.007) and different Child-Pugh classifications (A VS B VS C: 14.07±5.05 mmHg VS 15.69±5.74 mmHg VS 17.64±5.99 mmHg, F=3.066, P=0.049) increased gradually. Multivariable linear regression analysis showed that red signs ( β=2.44, t=2.732, P=0.007), gastroesophageal varices ( β=4.45, t=2.990, P=0.003), ascites ( β=1.75, t=2.368, P=0.019), and hepatic encephalopathy ( β=5.82, t=2.644, P=0.009) were independent factors for the elevated EUS-PPG. Conclusion:There is a significant correlation between EUS-PPG and the clinical features related to the severity of cirrhotic portal hypertension, which indicates the feasibility of EUS-PPG in evaluating cirrhotic portal hypertension.

Objective To analyze the influence of medication compliance of chronic type 2 diabetes management patients on disease control in two communities in Kunming.Methods A total of 138 patients with type 2 diabetes who were included in chronic disease management in Guandu and Xiaobanqiao communities of Kunming were selected from December 2021 to September 2022.Basic information collection and HbAlc and other related tests were improved.A questionnaire survey of 8-item Morisliy medication adherence scale(MMAS-8)was conducted to analyze the levels of HbAlc and other indexes of three groups with high(group A),medium(group B),and low(group C)adherence,and to conduct statistical analysis.Results Group A accounted for 22.5%,group B for 44.9%,and group C for 32.6%.There were significance differences in urinary albumin creatinine ratio(UACR),HbA1c and blood creatinine among the three groups(P<0.05).The levels of UACR,HbAlc and serum creatinine in group A were lower than those in group B and group C,and there was a negative correlation between UACR,HbAlc and serum creatinine and medication compliance rate(P<0.05).Conclusion In the Guandu Community and Xiaobanqiao community of Kunming,only 22.5%of patients with chronic type 2 diabetes had high medication compliance.The higher the compliance,the lower the level of UACR,HbAlc and serum creatinine,there is a correlation between the two,suggesting that medication compliance should be regarded as one of the key points in the management of chronic diabetes mellitus in the community,and the intervention of patients'medication compliance should be strengthened.

Objective:To quantify any correlation between serum levels of omega-3 polyunsaturated fatty acids (ω3-PUFAs) and post-stroke cognitive impairment (PSCI).Methods:The clinical data of 77 patients hospitalized after a first stroke were analyzed. The Minimum Mental State Examination (MMSE) was used to divide them into impaired (PSCI) and unimpaired (non-PSCI) cohorts. The serum levels of ω3-PUFAs, α-linolenic acid (ALA), eieosapentaenoic acid (EPA) and dueosahexenoie acid (DHA) were compared between the two groups and correlated with the individuals′ MMSE scores.Results:The average ALA, EPA, DHA and total ω3-PUFAs levels of PSCI group were in most cases significantly lower than those of the non-PSCI group. Spearman correlation analysis showed that serum DHA level was a weak positive predictor of the MMSE scores (R=0.32, P≤0.05). Logistic regression analysis indicated that low serum DHA level was an independent risk factor for PSCI ( P≤0.01). Conclusions:Cognitively impaired stroke survivors tend to have lower serum ω3-PUFAs levels than those without cognitive impairment. There is a weak positive correlation between serum DHA levels and MMSE scores. Low serum DHA level is an independent risk factor for PSCI. The serum level of ω3-PUFAs is of high value in the auxiliary diagnosis and evaluation of PSCI.

Gastric cancer is a common malignant tumor of digestive tract, and its prognosis varies greatly with different stages of the tumor. In recent years, more and more evidence shows that artificial intelligence (AI) technology has excellent performance in imaging diagnostic applications, with remarkable diagnostic effects and broad prospects. AI not only improves the accuracy of diagnosis and staging of gastric cancer, but also has great application value in pathological assessment, adjuvant therapy and prognosis prediction. This article systematically reviews domestic and foreign literature to explore the application progress of AI in gastric cancer imaging.