Objective:The impact of bystander CD8 + T cells (CD8 + Tbys) within the tumor microenvironment on the prognosis of early-stage non-small cell lung cancer (NSCLC) remains unclear, particularly concerning their infiltration differences at the invasive margin (IM) and tumor center (TC). Methods:We retrospectively collected postoperative specimens from 173 patients with primary early-stage NSCLC who underwent radical surgery at the Affiliated Tumor Hospital of Shandong First Medical University from 2014 to 2018. Tissue microarrays encompassing IM and TC regions were prepared and subjected to multicolor immunofluorescence staining (CK/CD8/CD103/DAPI). Image processing and phenotype recognition (CD8 + T cells, CK -CD8 +; CD8 + T bys, CK -CD8 +CD103 -) were performed using inFrom software, and automatic quantitative cell density analysis was conducted using R language. Differences in CD8 + T and CD8 + T bys densities at IM and TC were analyzed using the Mann-Whitney U test. The relationship between CD8 + T, CD8 + T bys and clinicopathological features was examined using the Kruskal-Wallis H test. The impact of CD8 + T and CD8 + T bys on recurrence-free survival (RFS) was evaluated using Kaplan-Meier, log-rank, and Cox proportional hazards models. Results:A total of 173 patients with stage ⅠA-ⅡA NSCLC were included, with a recurrence rate of 26.6% (46/173) and a median RFS of 62.3 months (range: 44.7-71.9 months). CD8 + T and CD8 + T bys densities (1/1 000) were significantly higher in the IM region than in the TC region [70(32, 155) vs. 37(18, 88), P＜0.001; 25(11, 46) vs. 18(7, 34), P=0.002]. No significant association was found between CD8 + T, CD8 + T bys and age, gender, smoking history, histological type, or pathological stage (all P＞0.05). Patients with low-density IM CD8 + T cells had lower RFS compared to those with high-density IM CD8 + T cells ( P=0.021; median RFS not reached), Further analysis revealed that patients with low-density IM CD8 + T bys cell had lower RFS compared to those with high-density IM CD8 + T bys ( P=0.047; median RFS not reached), and low-density IM CD8 + T cell was an independent risk factor for postoperative recurrence ( HR=1.836, 95% CI:1.007-3.347, P=0.048). Joint analysis of IM and TC revealed that patients with low IM CD8 + T bys and high TC CD8 + T bys had significantly lower RFS compared to the other three groups ( P=0.006), and this combination was an independent risk factor for postoperative recurrence in early-stage NSCLC ( HR=2.090, 95% CI:1.162-3.760, P=0.014). Conclusions:The spatial distribution of bystander CD8 + T cells within the primary tumor influences the prognosis of patients with early-stage NSCLC. Patients with low-density IM CD8 + T bys and high-density TC CD8 + T bys are more prone to recurrence after radical surgery.

Objective:To propose a deep learning（DL）-based ultrasound imaging auxiliary tool for automatic segmentation and recognition of the brachial plexus（BP），and to enhance the accuracy and safety of clinical procedures.Methods:It was a multicenter study that collected 773 healthy subjects from Peking University Third Hospital and its branch campuses，the Third Medical Center of the Chinese PLA General Hospital，and Shanghai Eighth People's Hospital between August 2024 and February 2025. Brachial plexus（BP）images in the interscalene groove were captured used high-frequency ultrasound by senior sonographers，a dataset comprising 1 289 standardized images were constructed and the improved model（CHA-TransUNet）was trained. The test set was input into 6 different models（CHA-TransUNet，R50-Unet，TransUnet，SegFormer，SwinUnet，MISSFormer）for segmentation. Segmentation accuracy was evaluated using metrics including the Dice similarity coefficient（DSC），95% Hausdorff distance（HD95）and mean intersection over union（mIoU），and was compared with the segmentation results of 3 ultrasound physicians with varying experience levels（junior physicians and senior physicians）to validate the model's segmentation efficacy.Results:The CHA-TransUNet model established based on a dataset of 1 289 standardized images achieved segmentation results for the BP with a DSC of 90.15%，mIoU of 91.02%，and HD95 of 8.08. Its accuracy was higher than other mainstream models（DSC：90.15% vs. 87.60%，87.77%，81.35%，84.78%，84.55%），significantly better than junior physicians（DSC：90.15% vs. 68.73%， Z=-127.76， P<0.001），and approached the level of senior physician（DSC：90.15% vs. 86.15%， Z=-31.33， P=0.549）. The model demonstrated superior boundary recognition in complex anatomical structures（e.g.，C6/C7 nerve roots）compared to ultrasound physicians（junior and senior）（HD95：8.08 vs. 26.34，17.44，56.80）. Conclusions:This study proposes an analysis model for BP ultrasound images，CHA-TransUNet. This model achieves segmentation and recognition of the BP with relatively complex pathways and structures. The model exhibits high accuracy and stability，outperforming current mainstream network models and junior physicians while approaching the performance level of senior physicians. It assists junior physicians or trainees in more accurately identifying and localizing the BP.

BACKGROUND: Neoadjuvant therapeutic strategies play a pivotal role in the comprehensive treatment of non-small cell lung cancer (NSCLC). However, lung squamous cell carcinoma (SCC) generally exhibits a more favorable response to neoadjuvant therapy compared with lung adenocarcinoma (ADC). The aim of this study is to elucidate how baseline cancer-associated fibroblasts (CAFs) and tumor-associated endothelial cells (TAECs) influence the differential therapeutic outcomes of neoadjuvant treatment in SCC versus ADC. METHODS: We retrospectively collected pretreatment biopsy samples from 104 patients with stage II-III NSCLC who underwent neoadjuvant chemotherapy (NAC) or neoadjuvant chemoimmunotherapy (NAIC) at Shandong Cancer Hospital between January 1, 2018 and December 31, 2023. Tissue microarrays were constructed using an automated arrayer, and multiplex immunofluorescence staining (α-SMA/CD31/CK/DAPI) was performed to identify CAFs (α-SMA+/CK-) and TAECs (CD31+/CK-). Quantitative analyses included CAFs and TAECs densities, the nearest neighbor distance (NND) between CAFs and TAECs, and their spatial proximity (30 μm). Differences in major pathological response (MPR) between groups, defined as residual viable tumor cells ≤10% in resected specimens after neoadjuvant therapy, were assessed using the χ² test. The Mann-Whitney U test was applied to analyze intergroup differences in quantitative indicators, and receiver operating characteristic (ROC) curve analysis was conducted to evaluate the predictive performance of immune-related markers for MPR in the NAIC cohort. RESULTS: Among the 104 NSCLC patients who received neoadjuvant therapy, 35 underwent NAIC and 69 received NAC. Overall, patients with SCC were more likely to achieve MPR compared with those with ADC (50.0% vs 22.4%, P=0.006). This trend persisted in the NAIC subgroup (72.7% vs 30.8%, P=0.038), whereas no significant difference in MPR rates was observed between SCC and ADC in the NAC subgroup. At baseline, prior to NAIC or NAC, programmed cell death ligand 1 (PD-L1)/programmed cell death 1 (PD-1) expression, CAFs and TAECs densities, CAFs-TAECs NND, and CAFs-TAECs proximity (30 μm) showed no significant differences between SCC and ADC. In patients with SCC receiving NAIC, baseline PD-L1/PD-1 expression, CAFs density, and TAECs density showed not significant differences between MPR and NMPR groups. However, the CAFs-TAECs distance was significantly greater in the MPR group (NND: 31.2 vs 24.7 μm, P=0.038), and the number of TAECs within 30 μm of CAFs was significantly lower (proximity: 1.1 vs 3.6, P=0.038). Univariate Cox regression analysis indicated that low TAECs density was associated with MPR following NAIC (OR=36.00, 95%CI: 2.68-1486.88, P=0.019). Furthermore, ROC analysis demonstrated that baseline CAFs-TAECs NND and proximity (30 μm) exhibited strong predictive performance for MPR in SCC patients treated with NAIC, with an area under the curve (AUC) of 0.893, sensitivity of 0.857, and specificity of 1.000. CONCLUSIONS CAFs are more spatially distant from TAECs and more prone to MPR after NAIC in SCC, which may be related to the reduced interaction of CAFs with TAECs and reduced tumor-associated angiogenesis.
Humans ; Lung Neoplasms/therapy* ; Neoadjuvant Therapy ; Male ; Female ; Middle Aged ; Retrospective Studies ; Endothelial Cells/drug effects* ; Aged ; Cancer-Associated Fibroblasts/drug effects* ; Immunotherapy ; Carcinoma, Squamous Cell/drug therapy* ; Carcinoma, Non-Small-Cell Lung/drug therapy* ; Adult

Objective:To establish a set of reasonable,reliable and easy-to-operate evaluation index system for the clinical application of ventilators,so as to carry out all-round clinical evaluation for application of ventilators.Methods:A research group on the evaluation index system for the clinical application of ventilators was formed by 5 clinical engineers,who came from the Department of Medical Engineering of the First Affiliated Hospital of Zhejiang University School of Medicine,to form a primary evaluation index system for the clinical application of ventilators through literature review and internal discussion,and invited 14 experts from different provinces and cities engaged in respiratory therapy or ventilator maintenance management,after two rounds of online discussion and optimization,the importance scores of each evaluation index were obtained by the Delphi method,and the relative importance of each evaluation index was calculated by analytic hierarchy process.An evaluation index system for the clinical application of ventilators was established from three dimensions:technical performance,clinical effect and after-sales service.The ventilators of brand A and brand B used in the hospital during the same period were selected,and the clinical application of the two different brands of ventilators was compared and evaluated by using the evaluation index system.Results:The constructed evaluation index system for clinical application of ventilator included 3 first-level indicators(technical performance,clinical effect and after-sale service),and 8 second-level indicators and 35 third-level indicators.The combined weight of indicators showed that the ratio of importance of"technical performance"of the first-level indicators accounted for more than half,and the relatively important indicators in the second-level indicators were successively design for safety,static performance,reliability,service quality and applicability.The comprehensive average score of ventilator A was 4.468 points,and that of ventilator B was 4.117 points.The overall performance of ventilator A was better than that of ventilator B in the evaluation of this round,which was consistent with the actually clinical application of the two ventilators.Conclusion:The evaluation index system for clinical application of ventilator can conduct comprehensive evaluation for the effect of clinical application of various kinds of ventilators,and clarify the advantages and disadvantages of various kinds of ventilators,and provide reference basis for medical institutions in selecting ventilator's brands,and for manufacturers in improving product's performance.

Objective:To establish a set of reasonable,reliable and easy-to-operate evaluation index system for the clinical application of ventilators,so as to carry out all-round clinical evaluation for application of ventilators.Methods:A research group on the evaluation index system for the clinical application of ventilators was formed by 5 clinical engineers,who came from the Department of Medical Engineering of the First Affiliated Hospital of Zhejiang University School of Medicine,to form a primary evaluation index system for the clinical application of ventilators through literature review and internal discussion,and invited 14 experts from different provinces and cities engaged in respiratory therapy or ventilator maintenance management,after two rounds of online discussion and optimization,the importance scores of each evaluation index were obtained by the Delphi method,and the relative importance of each evaluation index was calculated by analytic hierarchy process.An evaluation index system for the clinical application of ventilators was established from three dimensions:technical performance,clinical effect and after-sales service.The ventilators of brand A and brand B used in the hospital during the same period were selected,and the clinical application of the two different brands of ventilators was compared and evaluated by using the evaluation index system.Results:The constructed evaluation index system for clinical application of ventilator included 3 first-level indicators(technical performance,clinical effect and after-sale service),and 8 second-level indicators and 35 third-level indicators.The combined weight of indicators showed that the ratio of importance of"technical performance"of the first-level indicators accounted for more than half,and the relatively important indicators in the second-level indicators were successively design for safety,static performance,reliability,service quality and applicability.The comprehensive average score of ventilator A was 4.468 points,and that of ventilator B was 4.117 points.The overall performance of ventilator A was better than that of ventilator B in the evaluation of this round,which was consistent with the actually clinical application of the two ventilators.Conclusion:The evaluation index system for clinical application of ventilator can conduct comprehensive evaluation for the effect of clinical application of various kinds of ventilators,and clarify the advantages and disadvantages of various kinds of ventilators,and provide reference basis for medical institutions in selecting ventilator's brands,and for manufacturers in improving product's performance.

Objective:To propose a deep learning（DL）-based ultrasound imaging auxiliary tool for automatic segmentation and recognition of the brachial plexus（BP），and to enhance the accuracy and safety of clinical procedures.Methods:It was a multicenter study that collected 773 healthy subjects from Peking University Third Hospital and its branch campuses，the Third Medical Center of the Chinese PLA General Hospital，and Shanghai Eighth People's Hospital between August 2024 and February 2025. Brachial plexus（BP）images in the interscalene groove were captured used high-frequency ultrasound by senior sonographers，a dataset comprising 1 289 standardized images were constructed and the improved model（CHA-TransUNet）was trained. The test set was input into 6 different models（CHA-TransUNet，R50-Unet，TransUnet，SegFormer，SwinUnet，MISSFormer）for segmentation. Segmentation accuracy was evaluated using metrics including the Dice similarity coefficient（DSC），95% Hausdorff distance（HD95）and mean intersection over union（mIoU），and was compared with the segmentation results of 3 ultrasound physicians with varying experience levels（junior physicians and senior physicians）to validate the model's segmentation efficacy.Results:The CHA-TransUNet model established based on a dataset of 1 289 standardized images achieved segmentation results for the BP with a DSC of 90.15%，mIoU of 91.02%，and HD95 of 8.08. Its accuracy was higher than other mainstream models（DSC：90.15% vs. 87.60%，87.77%，81.35%，84.78%，84.55%），significantly better than junior physicians（DSC：90.15% vs. 68.73%， Z=-127.76， P<0.001），and approached the level of senior physician（DSC：90.15% vs. 86.15%， Z=-31.33， P=0.549）. The model demonstrated superior boundary recognition in complex anatomical structures（e.g.，C6/C7 nerve roots）compared to ultrasound physicians（junior and senior）（HD95：8.08 vs. 26.34，17.44，56.80）. Conclusions:This study proposes an analysis model for BP ultrasound images，CHA-TransUNet. This model achieves segmentation and recognition of the BP with relatively complex pathways and structures. The model exhibits high accuracy and stability，outperforming current mainstream network models and junior physicians while approaching the performance level of senior physicians. It assists junior physicians or trainees in more accurately identifying and localizing the BP.

Objective:The impact of bystander CD8 + T cells (CD8 + Tbys) within the tumor microenvironment on the prognosis of early-stage non-small cell lung cancer (NSCLC) remains unclear, particularly concerning their infiltration differences at the invasive margin (IM) and tumor center (TC). Methods:We retrospectively collected postoperative specimens from 173 patients with primary early-stage NSCLC who underwent radical surgery at the Affiliated Tumor Hospital of Shandong First Medical University from 2014 to 2018. Tissue microarrays encompassing IM and TC regions were prepared and subjected to multicolor immunofluorescence staining (CK/CD8/CD103/DAPI). Image processing and phenotype recognition (CD8 + T cells, CK -CD8 +; CD8 + T bys, CK -CD8 +CD103 -) were performed using inFrom software, and automatic quantitative cell density analysis was conducted using R language. Differences in CD8 + T and CD8 + T bys densities at IM and TC were analyzed using the Mann-Whitney U test. The relationship between CD8 + T, CD8 + T bys and clinicopathological features was examined using the Kruskal-Wallis H test. The impact of CD8 + T and CD8 + T bys on recurrence-free survival (RFS) was evaluated using Kaplan-Meier, log-rank, and Cox proportional hazards models. Results:A total of 173 patients with stage ⅠA-ⅡA NSCLC were included, with a recurrence rate of 26.6% (46/173) and a median RFS of 62.3 months (range: 44.7-71.9 months). CD8 + T and CD8 + T bys densities (1/1 000) were significantly higher in the IM region than in the TC region [70(32, 155) vs. 37(18, 88), P＜0.001; 25(11, 46) vs. 18(7, 34), P=0.002]. No significant association was found between CD8 + T, CD8 + T bys and age, gender, smoking history, histological type, or pathological stage (all P＞0.05). Patients with low-density IM CD8 + T cells had lower RFS compared to those with high-density IM CD8 + T cells ( P=0.021; median RFS not reached), Further analysis revealed that patients with low-density IM CD8 + T bys cell had lower RFS compared to those with high-density IM CD8 + T bys ( P=0.047; median RFS not reached), and low-density IM CD8 + T cell was an independent risk factor for postoperative recurrence ( HR=1.836, 95% CI:1.007-3.347, P=0.048). Joint analysis of IM and TC revealed that patients with low IM CD8 + T bys and high TC CD8 + T bys had significantly lower RFS compared to the other three groups ( P=0.006), and this combination was an independent risk factor for postoperative recurrence in early-stage NSCLC ( HR=2.090, 95% CI:1.162-3.760, P=0.014). Conclusions:The spatial distribution of bystander CD8 + T cells within the primary tumor influences the prognosis of patients with early-stage NSCLC. Patients with low-density IM CD8 + T bys and high-density TC CD8 + T bys are more prone to recurrence after radical surgery.

Objective:To explore the effect of Baduanjin on gait parameters and serum nerve growth factor in Parkinson disease (PD) patients with freezing of gait(FOG).Methods:From December 2021 to December 2022, thirty-eight PD patients with FOG who met the inclusion and exclusion criteria were randomly divided into observation group ( n=18) and control group ( n=20) by random number table.The patients in both two groups received 4 weeks of drug therapy combined with basic rehabilitation treatment respectively, and the patients in observation group received additional Baduanjin training.Efficacy was evaluated 1 day before intervention and after 4 weeks of intervention through unified Parkinson's disease rating scale-Ⅱ(UPDRS-Ⅱ) item 14, freezing of gait questionnaire (FOGQ), gait starting time, gait cycle, stride length, dynamic plantar peak pressure and average pressure, while the levels of brain-derived neurotrophic factor (BDNF) and glial cell line-derived neurotrophic factor(GDNF) in peripheral blood of patients were tested.SPSS 23.0 software was used to conduct Chi-square test, paired t-test, independent sample t-test and Mann-Whitney U test. Results:Before treatment, there were no significant differences in score of UPDRS-Ⅱ item 14, FOGQ score, gait starting time, gait cycle, stride length, dynamic planar peak pressure, average pressure, peripheral blood BDNF level and GDNF level between the two groups ( t=-0.542, 0.562, 0.490, 0.674, 0.440, 0.606, -0.835, -0.873, -0.250, all P>0.05). After treatment, compared with the control group, dynamic plantar peak pressure (control group (14.26±3.23) N/cm 2, observation group (11.40±4.13) N/cm 2, t=-2.389, P=0.022) and plantar average pressure (control group (3.34±0.72) N/cm 2, observation group (2.79±0.81) N/cm 2, t=-2.209, P=0.034) of the observation group were significantly decreased (both P<0.05). There were no significant differences in UPDRS-Ⅱ item 14, FOGQ score, gait starting time, gait cycle, stride length, BDNF and GDNF concentrations in peripheral blood between the two groups after treatment (all P>0.05). The difference between pre-treatment and post-treatment of FOGQ score (control group 1.00 (0.00, 1.00) , observation group 2.00 (0.75, 3.00), Z=-2.547, P=0.011), gait starting time (control group -1.04 (-1.86, -0.47)s, observation group -2.34 (-3.41, -1.03) s, Z=-2.280, P=0.023), gait cycle (control group 0.29 (0.08, 0.58)s, observation group 0.35 (0.16, 1.00) s, Z=-2.748, P=0.006), stride length(control group 0.19 (0.14, 0.24) m, observation group 0.26 (0.23, 0.38)m, Z=-1.360, P=0.005), the dynamic plantar peak pressure (control group -4.11 (-5.87, -2.57) N/cm 2, observation group -8.44 (-10.12, -4.81) N/cm 2, Z=-3.333, P=0.001) and average pressure (control group -0.55 (-1.00, -0.03) N/cm 2, observation group -1.11 (-1.51, -0.66) N/cm 2, Z=-2.062, P=0.009) in the observation group were better than those in the control group.After treatment, the BDNF level in peripheral blood in observation group was higher than before treatment( t=-2.315, P=0.033). Conclusion:Baduanjin can improve frozen gait score and gait parameters in PD patients with FOG, which may be related to the increase of peripheral blood BDNF.

Purpose To explore the value of contrast-enhanced ultrasound(CEUS)in the differential diagnosis of gallbladder polypoid lesions(GPLs)(diameter≥10 mm).Materials and Methods A prospective enrollment of 229 patients with GPLs who underwent cholecystectomy in 17 hospitals from December 1 2021 to June 30 2024 was conducted to analyze the relationship between general data,conventional ultrasound,CEUS characteristics and the nature of GPLs.Multivariate Logistic regression was employed to identify independent risk factors for neoplastic polyps,the differential diagnostic value of different indicators was compared.Results Among 229 patients with GPLs,there were 108 cases of cholesterol polyps,102 cases of adenoma and 19 cases of gallbladder cancer.Age(Z=-4.476,P<0.001),polyp number(χ2=15.561,P<0.001),diameter(Z=-8.149,P<0.001),echogenicity(χ2=9.241,P=0.010),vascularity(χ2=23.107,P<0.001),enhancement intensity(χ2=47.610,P<0.001),enhancement pattern(χ2=6.468,P=0.011),vascular type(χ2=84.470,P<0.001),integrity of gallbladder wall(χ2=7.662,P=0.006)and stalk width(Z=-9.831,P<0.001)between cholesterol polyps and neoplastic polyps were statistically significant.Age,location,diameter,echogenicity,enhancement pattern,vascular type and stalk width between adenoma and gallbladder cancer were statistically significant(Z=-4.333,-3.902,-5.042,all P<0.05).Multivariate Logistic regression analysis showed that hyper-enhancement,branched vascular type and stalk width were independent risk factors for neoplastic polyps(OR=4.563,5.770,3.075,all P<0.001).The combination of independent risk factors was better than single factor and diameter in the differential diagnosis of cholesterol polyps and neoplastic polyps(all P<0.01).Conclusion CEUS can effectively identify the nature of GPLs and provide a valuable imaging reference for the selection of treatment methods.

Objective:To compare the safety of radial artery puncture in elderly patients aged 75 years and older who are undergoing neurointerventional procedures.Methods:A single-center retrospective study was conducted, involving 350 elderly patients aged 75 years and older who received neurointerventional treatment at Beijing Tiantan Hospital, Capital Medical University, from June to December 2022.The participants were divided into two groups based on the puncture site: femoral artery puncture and radial artery puncture.The safety indicators compared between the two groups included puncture failure, changes in puncture site, general puncture complications(such as subcutaneous bleeding, puncture site hematoma, and vasospasm), severe puncture complications(including distal limb ischemia and pseudoaneurysm), and lower limb venous thrombosis.Multivariate Logistic regression analysis was conducted to evaluate the impact of different puncture methods on the occurrence of complications.Results:Among the 350 patients, 280 underwent femoral artery puncture, while 70 underwent radial artery puncture.There were no statistically significant differences in baseline characteristics between the two groups(all P>0.05).The proportions of patients using antiplatelet drugs prior to surgery, puncture failure rates, rates of change in puncture sites, and the incidence of severe complications-including distal limb ischemia and pseudoaneurysm-were not significantly different between the two groups( χ2=2.051, 0.075, 0.588, 3.175; P=0.152, 0.784, 0.443, 0.075).In the femoral artery puncture group, 20.4%(57 cases)of patients experienced general puncture complications(including subcutaneous bleeding, puncture site hematoma, and vasospasm), whereas only 8.6%(6 cases)in the radial artery puncture group experienced such complications, revealing a statistically significant difference between the two groups( χ2=5.720, P=0.022).Multivariate Logistic regression analysis indicated that, compared to femoral artery puncture, radial artery puncture was associated with a reduced risk of all complications( OR=0.272, 95% CI: 0.139-0.532, P<0.001), general puncture complications( OR=0.375, 95% CI: 0.153-0.919, P=0.032)and lower limb venous thrombosis( OR=0.219, 95% CI: 0.050-0.954, P=0.043). Conclusions:In elderly patients aged 75 years and older who are undergoing neurointerventional procedures, radial artery puncture is associated with a reduced incidence of general puncture complications and lower limb venous thrombosis when compared to femoral artery puncture, indicating a superior safety profile.