With the widespread adoption of low-dose CT screening and the extensive application of high-resolution CT, the detection rate of sub-centimeter lung nodules has significantly increased. How to scientifically manage these nodules while avoiding overtreatment and diagnostic delays has become an important clinical issue. Among them, lung nodules with a consolidation tumor ratio less than 0.25, dominated by ground-glass shadows, are particularly worthy of attention. The therapeutic challenge for this group is how to achieve precise and complete resection of nodules during surgery while maximizing the preservation of the patient's lung function. The "watershed topography map" is a new technology based on big data and artificial intelligence algorithms. This method uses Dicom data from conventional dose CT scans, combined with microscopic (22-24 levels) capillary network anatomical watershed features, to generate high-precision simulated natural segmentation planes of lung sub-segments through specific textures and forms. This technology forms fluorescent watershed boundaries on the lung surface, which highly fit the actual lung anatomical structure. By analyzing the adjacent relationship between the nodule and the watershed boundary, real-time, visually accurate positioning of the nodule can be achieved. This innovative technology provides a new solution for the intraoperative positioning and resection of lung nodules. This consensus was led by four major domestic societies, jointly with expert teams in related fields, oriented to clinical practical needs, referring to domestic and foreign guidelines and consensus, and finally formed after multiple rounds of consultation, discussion, and voting. The main content covers the theoretical basis of the "watershed topography map" technology, indications, operation procedures, surgical planning details, and postoperative evaluation standards, aiming to provide scientific guidance and exploration directions for clinical peers who are currently or plan to carry out lung nodule resection using the fluorescent microscope watershed analysis method.

OBJECTIVE To evaluate the efficacy， safety and cost-effectiveness of serplulimab as a first-line treatment of small- cell lung cancer （SCLC）， and provide an evidence-based basis for drug selection in hospitals. METHODS Rapid health technology assessment was adopted； PubMed， Cochrane Library， Embase， CNKI， Wanfang， VIP and official websites of domestic and international health technology assessment agencies were systematically searched from the inception to Oct. 2024. Two reviewers independently screened the literature， assessed the quality of included studies and carried out the qualitative analysis according to the inclusion and exclusion criteria. RESULTS A total of 13 systematic reviews/meta-analyses and 9 economic studies were included， and the literature quality was generally good. In terms of effectiveness， compared with chemotherapy alone， serplulimab combined with chemotherapy significantly improved progression-free survival， overall survival， and objective response rate in patients with SCLC. In terms of safety， serplulimab combined with chemotherapy showed no significant difference in the incidence of ≥3 grade adverse events compared with chemotherapy alone in the treatment of SCLC， indicating a good safety profile； compared with combination therapies involving other immunosuppressive agents， the incidence rate of adverse events was also lower. In terms of cost-effectiveness， compared with chemotherapy alone， serplulimab combined with chemotherapy is not cost- effective， which may be related to the high price of serplulimab. CONCLUSIONS Serplulimab is effective and safe in the treatment of SCLC， but has no obvious advantage in terms of cost-effectiveness.

OBJECTIVE To study the improvement effect and mechanism of Shengmai powder on heart failure （HF） mice with qi-yin deficiency. METHODS The mice were randomly divided into blank group （water）， model group （water）， Shengmai powder low-， medium-， and high-dose groups [2.61， 5.22 and 10.44 g/kg （based on crude drug dosage）] and positive control group （metoprolol， 30 mg/kg）， with 10 mice in each group. Except for the blank group， all other groups were subcutaneously injected with D-galactose， and a qi-yin deficiency HF mice model was established by continuous food restriction and weight-bearing swimming. At the same time of modeling， the corresponding medicine/water was gavaged once a day for five weeks. The general state of mice was recorded and the traditional Chinese medicine （TCM） syndrome score was evaluated. Behavioral experiments were conducted to investigate the total distance of open field action， the percentage of immobility time， and the swimming exhaustion time of mice. The contents of aspartate transaminase （AST）， creatine kinase （CK） and lactate dehydrogenase （LDH） in the serum of mice were detected； cardiac function indexes [heart rate， left ventricular ejection fraction （LVEF）， left ventricular end systolic diameter （LVESD）， left ventricular end diastolic diameter （LVEDD）， left ventricular mass index and whole heart mass index] were all detected； the histopathological morphology of mice myocardium was observed； the level of cardiomyocyte apoptosis in mice was detected； mRNA expression levels of B-cell lymphoma 2 （Bcl-2）， Bcl-2 associated X protein （Bax）， and Cleaved-caspase-3 in myocardial tissue of mice were detected； the phosphorylation levels of sarcoplasmic reticulum calcium regulatory related proteins [ryanodine receptor 2 （RyR2） and phospholamban （PLB）] in myocardial tissue of mice were detected. RESULTS Compared with the blank group， the body weight， total distance of open field action， swimming exhaustion time， LVEF， LVEDD， Bcl-2 mRNA expression level in myocardial tissue and PLB protein phosphorylation level in the model group were significantly reduced/shortened （P＜0.05）； TCM syndrome score， the percentage of immobility time， heart rate， LVESD， left ventricular mass index， whole heart mass index， cardiomyocyte apoptosis rate， the contents of CK， LDH and AST in serum， mRNA expression levels of Cleaved-caspase-3 and Bax and the phosphorylation level of RyR2 protein in myocardial tissue were significantly increased （P＜0.05）； there were inflammatory cell infiltration， disordered cell arrangement and obvious myocardial interstitial fibrosis in myocardial tissue. After the intervention of Shengmai powder， most of the above quantitative indexes in mice were significantly reversed （P＜0.05）， the inflammatory cell infiltration in myocardial tissue was reduced， and the degree of fibrosis was significantly reduced. CONCLUSIONS Shengmai powder can improve cardiac function， reduce the level of cardiomyocyte apoptosis and myocardial fibrosis in HF mice with qi-yin deficiency. Its mechanism may be related to the regulation of the expression of sarcoplasmic reticulum calcium regulation related proteins.

Large language models (LLMs) such as ChatGPT, Claude, Llama, and Qwen are emerging as transformative technologies for the diagnosis and treatment of various diseases. With their exceptional long-context reasoning capabilities, LLMs are proficient in clinically relevant tasks, particularly in medical text analysis and interactive dialogue. They can enhance diagnostic accuracy by processing vast amounts of patient data and medical literature and have demonstrated their utility in diagnosing common diseases and facilitating the identification of rare diseases by recognizing subtle patterns in symptoms and test results. Building on their image-recognition abilities, multimodal LLMs (MLLMs) show promising potential for diagnosis based on radiography, chest computed tomography (CT), electrocardiography (ECG), and common pathological images. These models can also assist in treatment planning by suggesting evidence-based interventions and improving clinical decision support systems through integrated analysis of patient records. Despite these promising developments, significant challenges persist regarding the use of LLMs in medicine, including concerns regarding algorithmic bias, the potential for hallucinations, and the need for rigorous clinical validation. Ethical considerations also underscore the importance of maintaining the function of supervision in clinical practice. This paper highlights the rapid advancements in research on the diagnostic and therapeutic applications of LLMs across different medical disciplines and emphasizes the importance of policymaking, ethical supervision, and multidisciplinary collaboration in promoting more effective and safer clinical applications of LLMs. Future directions include the integration of proprietary clinical knowledge, the investigation of open-source and customized models, and the evaluation of real-time effects in clinical diagnosis and treatment practices.
Humans ; Large Language Models ; Tomography, X-Ray Computed

OBJECTIVE: To investigate the load distribution on the more painful and less painful limbs in patients with mild-to-moderate and severe bilateral knee osteoarthritis (KOA) and explore the compensatory mechanisms in both limbs among bilateral KOA patients with different severity levels. METHODS: A total of 113 participants were enrolled between July 2022 and September 2023. This cohort comprised 43 patients with mild-to-moderate bilateral KOA (Kellgren-Lawrence grade 2-3), 43 patients with severe bilateral KOA (Kellgren-Lawrence grade 4), and 27 healthy volunteers (healthy control group). The visual analogue scale (VAS) score for pain, the Hospital for Special Surgery (HSS) score, passive knee range of motion (ROM), and hip-knee-ankle angle (HKA) were used to assess walking pain intensity, joint function, and lower limb alignment in KOA patients, respectively. Motion trajectories of reflective markers and ground reaction force data during walking were captured using a gait analysis system. Musculoskeletal modeling was then employed to calculate biomechanical parameters, including the peak knee adduction moment (KAM), KAM impulse, peak joint contact force (JCF), and peak medial/lateral contact forces (MCF/LCF). Statistical analyses were performed to compare differences in clinical and gait parameters between bilateral limbs. Additionally, one-dimensional statistical parametric mapping was utilized to analyze temporal gait data. RESULTS: Mild-to-moderate KOA patients showed the significantly higher HSS score (67.7±7.9) than severe KOA patients (51.9±8.9; t=8.747, P<0.001). The more painful limb in all KOA patients exhibited significantly greater HKA and higher VAS scores compared to the less painful limb ( P<0.05). While bilateral knee ROM did not differ significantly in mild-to-moderate KOA patients ( P>0.05), the severe KOA patients had significantly reduced ROM in the more painful limb versus the less painful limb ( P<0.05). Healthy controls showed no significant bilateral difference in any biomechanical parameters ( P>0.05). All KOA patients demonstrated longer stance time on the less painful limb ( P<0.05). Critically, severe KOA patients exhibited significantly higher peak KAM, KAM impulse, and peak MCF in the more painful limb ( P<0.05), while mild-to-moderate KOA patients showed the opposite pattern with lower peak KAM and KAM impulse in the more painful limb ( P<0.05) and a similar trend for peak MCF. CONCLUSION Patients with mild-to-moderate KOA effectively reduce load on the more painful limb through compensatory mechanisms in the less painful limb. Conversely, severe bilateral varus deformities in advanced KOA patients nullify compensatory capacity in the less painful limb, paradoxically increasing load on the more painful limb. This dichotomy necessitates personalized management strategies tailored to disease severity.
Humans ; Osteoarthritis, Knee/physiopathology* ; Range of Motion, Articular ; Male ; Female ; Middle Aged ; Biomechanical Phenomena ; Knee Joint/physiopathology* ; Pain Measurement ; Severity of Illness Index ; Aged ; Gait/physiology* ; Walking/physiology* ; Case-Control Studies ; Adult ; Weight-Bearing

Objective To investigate effects of calycosin(CA)on cigarette smoke(CS)induced airway epithelial cell damage in mice and the sirtuin 3/superoxide dismutase 2(SIRT3/SOD2)signaling pathway in mice.Methods A total of 90 mice were randomly separated into the control group,the cigarette smoke(CS)group,the CA low-dose treatment group(CA-L group),the CA high-dose treatment group(CA-H group)and the CA high-dose treatment plus SIRT3 inhibitor 3-TYP group(CA-H+3-TYP group),with 18 mice in each group.Tidal volume(TV)and peak expiratory flow rate(PEF)of lung function were detected by whole body plethysmography system.Serum levels of inflammatory factors[interleukin(IL)-6,tumor necrosis factor(TNF)-α]and oxidative stress indicators[reactive oxygen species(ROS),SOD]were detected by enzyme-linked immunosorbent assay(ELISA).The injury of airway epithelial cells in lung tissue was observed by HE staining.The expression levels of barrier related proteins(OCLN and ZO-1)in airway epithelial cells were detected by immunohistochemistry.Immunoblotting was applied to detect the expression of SIRT3/SOD2 signaling pathway related proteins.Results Compared with the control group,levels of TV,PEF,MAN and SOD and the expression levels of OCLN,ZO-1,SIRT3 and SOD2 were decreased in the CS group,while the levels of MLI,IL-6,TNF-α and ROS were increased(P＜0.05).Compared with the control group,the lung tissue structure was significantly damaged,the alveolar enlargement was obvious,the surrounding alveolar was accompanied by inflammatory cell infiltration,and the airway epithelial cells were obviously shed in the CS group.Different doses of CA alleviated lung tissue destruction,improved alveolar structure,reduced inflammatory cell infiltration,reduced airway epithelial cell shedding,increased levels of TV,PEF,MAN,SOD and OCLN,ZO-1,SIRT3 and SOD2,and decreased levels of MLI,IL-6,TNF-α and ROS.The effect of high dose CA was more significant than that of low dose CA(P＜0.05).SIRT3/SOD2 signaling pathway inhibitor 3-TYP partially reversed the ameliorative effect of CA on CS induced airway epithelial cell injury in mice.Conclusion CA can ameliorate CS induced airway epithelial cell damage in mice,and its mechanism is related to the activation of the SIRT3/SOD2 signaling pathway.

Heme oxygenase-1(HO-1)is an inducible heme oxygenase and a catalytic enzyme for heme decomposition reactions,which can catalyze the heme decomposition into CO,biliverdin and Fe2+.HO-1 and its metabolites have anti-inflammatory,antioxidant and anti-apoptotic effects in human body,and play an important role in neurodegenerative diseases such as Alzheimer's disease,Parkinson's disease,amyotrophic lateral sclerosis,and Huntington's disease.This article will review the production,distribution,and gene structure of HO-1,the biological characteristics of its metabolites,and the role and mechanism of HO-1 in neurodegenerative diseases,in order to provide a theoretical basis for the clinical application of HO-1.

Objective:To investigate the clinical value of thromboelastogram in early diagnosis of deep vein thrombosis (DVT) in patients undergoing free flap surgery of lower extremity.Methods:A retrospective study was conducted to analyze the 192 patients undergoing surgical repair of soft tissue defects at lower extremity with free anterolateral femoral flap at Department of Orthopaedics, Tongji Hospital from January 2018 to June 2022. There were 117 males and 75 females, with an age of (45.6±12.7) years and an area of skin defects ranging from 5 cm × 3 cm to 18 cm × 9 cm. The patients were divided into 2 groups according to whether DVT occurred on the first day after surgery. In the DVT group of 22 patients, there were 14 males and 8 females, with an age of (47.7±14.3) years; in the DVT-free group of 170 patients, there were 103 males and 67 females, with an age of (45.3±12.5) years. The 2 groups were compared in terms of reaction time, coagulation time, maximum amplitude and coagulation angle in the thromboelastogram. Diagram of receiver operating characteristic (ROC) curves was used to evaluate the predictive value of thromboelastography in assessing the risk of DVT after surgery.Results:The 2 groups were comparable because there was no significant difference in the baseline information or operation time between them ( P>0.05). The reaction time [(5.21±0.85) min] and coagulation time [(1.12±0.30) min] in the DVT group were significantly shorter than those in the DVT-free group [(6.48±0.06) min and (1.60±0.03) min], and the maximum amplitude [(71.45±1.17) mm] and coagulation angle [69.54° (64.59°, 76.64°) ] in the DVT group were significantly larger than those in the DVT-free group [(66.63±0.40) mm and 64.92°(54.11°, 74.21°)] (all P<0.05). The optimal cut-off points in the ROC diagram were 5.46 min at reaction time, 1.52 min at coagulation time, 72.31 mm at maximum amplitude and 59.89° at coagulation angle. The sensitivity and specificity of detecting DVT on the first day after surgery were 80.7% and 71.6%, respectively, according to the combination of the best cut-off points in the ROC diagram and all the indexes in the thromboelastogram. Conclusion:Thromboelastogram is of a great value for the diagnosis of lower extremity DVT, and of a positive significance for the prevention of serious complications after surgery in patients undergoing free flap surgery of lower extremity.

Objective:To survey the knowledge levels about diagnosis and management of asthma among general practitioners in community health centers in Shanghai and to analyze influencing factors.Methods:A questionnaire survey was conducted from May to June 2022 among general practitioners from 80 community health care centers in Shanghai. The questionnaire contained the basic information of the responders; knowledge about the diagnosis of asthma (symptoms, diagnostic methods, interpretation of bronchodilation and fractional exhaled nitric oxide, FeNO tests); and treatment of asthma (choosing and usage of therapeutic drugs). Logistic regression was used to analyze.Results:A total 324 general practitioners completed the questionnaire survey. Among them 221 (68.21%) had bachelor degree; 200 (61.73%) were attending doctors; the median working duration was 11 years; 174 (53.70%) had training on asthma knowledge in last 3 years. The survey results showed that 55 (16.98%) responders misinterpreted results of bronchodilation test, and 90(5.86%)misinterpreted results of FeNO test for diagnosis of asthma; 244 responders (75.31%) suspected implication of long-term cough for diagnosis of asthma; 277(85.49%)would order bronchodilation text to suspected patients; 273(84.26%)prescribed inhaled corticosteroid plus long-acting beta-2 agonist to asthma patients. For mild asthma patients, 144 responders(44.44%)suggested to use budesonide formoterol as needed; for moderate to severe asthma, 174(53.70%)suggested to use budesonide formoterol regularly and as needed, 100(30.86%)suggested to use salmeterol fluticasone regularly and salbutamol as needed. Logistic analysis showed that longer working duration was correlated with higher misinterpretation rate of bronchodilation and FeNO tests( OR=0.798,95% CI:0.694-0.918, P=0.002; OR=0.859,95% CI:0.739-0.998, P=0.047). The accuracy rate of all the questions was significantly higher in general practitioners who had training on asthma knowledge than those who didn′t receive training in last 3 years(all P<0.05). Conclusions:Most general practitioners in community health service centers in Shanghai have relatively high levels of knowledge about diagnosis and treatment of asthma. Years of work experience and training experience can affect the levels of asthma knowledge among community general practitioners.

BACKGROUND: Pneumonia-like primary pulmonary lymphoma (PPL) was commonly misdiagnosed as infectious pneumonia, leading to delayed treatment. The purpose of this study was to establish a computed tomography (CT)-based radiomics model to differentiate pneumonia-like PPL from infectious pneumonia. METHODS: In this retrospective study, 79 patients with pneumonia-like PPL and 176 patients with infectious pneumonia from 12 medical centers were enrolled. Patients from center 1 to center 7 were assigned to the training or validation cohort, and the remaining patients from other centers were used as the external test cohort. Radiomics features were extracted from CT images. A three-step procedure was applied for radiomics feature selection and radiomics signature building, including the inter- and intra-class correlation coefficients (ICCs), a one-way analysis of variance (ANOVA), and least absolute shrinkage and selection operator (LASSO). Univariate and multivariate analyses were used to identify the significant clinicoradiological variables and construct a clinical factor model. Two radiologists reviewed the CT images for the external test set. Performance of the radiomics model, clinical factor model, and each radiologist were assessed by receiver operating characteristic, and area under the curve (AUC) was compared. RESULTS: A total of 144 patients (44 with pneumonia-like PPL and 100 infectious pneumonia) were in the training cohort, 38 patients (12 with pneumonia-like PPL and 26 infectious pneumonia) were in the validation cohort, and 73 patients (23 with pneumonia-like PPL and 50 infectious pneumonia) were in the external test cohort. Twenty-three radiomics features were selected to build the radiomics model, which yielded AUCs of 0.95 (95% confidence interval [CI]: 0.94-0.99), 0.93 (95% CI: 0.85-0.98), and 0.94 (95% CI: 0.87-0.99) in the training, validation, and external test cohort, respectively. The AUCs for the two readers and clinical factor model were 0.74 (95% CI: 0.63-0.83), 0.72 (95% CI: 0.62-0.82), and 0.73 (95% CI: 0.62-0.84) in the external test cohort, respectively. The radiomics model outperformed both the readers' interpretation and clinical factor model ( P <0.05). CONCLUSIONS The CT-based radiomics model may provide an effective and non-invasive tool to differentiate pneumonia-like PPL from infectious pneumonia, which might provide assistance for clinicians in tailoring precise therapy.
Humans ; Retrospective Studies ; Pneumonia/diagnostic imaging* ; Analysis of Variance ; Tomography, X-Ray Computed ; Lymphoma/diagnostic imaging*