With the continuous deepening of the concept of precision diagnosis and treatment for lung cancer, how to achieve higher efficiency and accuracy in the screening, diagnosis, and treatment pathways in clinical practice has become an important issue that urgently needs to be overcome. The current clinical difficulty lies in the fact that despite continuous advancements in imaging and molecular diagnostic technologies, there are still limitations in manual efficiency and subjective experience when it comes to massive data analysis and multi-scale feature extraction. Artificial intelligence (AI), especially algorithm systems based on deep learning, is an innovative technology capable of deeply empowering medical big data. This method utilizes algorithms such as convolutional neural networks, combined with radiomics, pathomics, and multi-modal data fusion analysis, demonstrating immense potential in early precise detection and benign-malignant differentiation of pulmonary nodules, digital pathological subtype recognition and non-invasive prediction of driver genes, precise 3D surgical planning and automatic delineation of radiotherapy target volumes, as well as dynamic risk warning during follow-up. This innovative technology provides a brand-new solution for realizing intelligent and individualized lung cancer diagnosis and treatment models. This consensus, based on the latest evidence from evidence-based medicine and combined with the development trends in the AI field and real-world clinical needs, was ultimately formed by gathering the consensus opinions of multidisciplinary experts in radiology, pathology, thoracic surgery, and other fields. The main content covers the application specifications of AI in the three core scenarios of lung cancer screening, diagnosis, and treatment, the technical standards for data collection and algorithm validation, as well as the ethical and regulatory challenges faced at the current stage. It aims to clarify the applicable boundaries of AI as a clinical auxiliary decision support tool, providing scientific guidance and standardized exploration directions for peers currently engaged in or planning to carry out AI-assisted clinical diagnosis, treatment, and translation of lung cancer.

AIM To study the chemical constituents from the sticks and leaves of Croton cascarilloides Raeusch.and their biological activities.METHODS The 95％ethanol extract from the sticks and leaves of C.cascarilloides was isolated and purified by MCI,silica gel,Sephadex LH-20 and semi-preparative HPLC,then the structures of obtained compounds were identified by physicochemical properties and spectral data.LPS-induced NO RAW264.7 cell model induced by LPS was used to evaluate its anti-inflammatory activity in vitro.GES-1 injury model induced by taurocholic acid was used to screen the gastric mucosal protection activity.RESULTS Fourteen compounds were isolated and identified as bullatantriol(1),(-)-boscialin(2),(+)-dehydrovomifoliol(3),3-(hydroxylacetyl)-indole(4),pinoresinol(5),3,7-dimethyl-octa-1,7-diene-3,6-ol(6),(+)-syringaresinol(7),curcasinlignan B(8),cleomiscosin C(9),cleomiscosinD(10),2,6-dimethyl-octa-1,7-dien-3,6-diol(11),vanillin(12),vanillic acid(13),methyl vanillate(14).Compound 4 had certain anti-inflammatory activity,with IC50 values of 73.62 μmol/L.The protective rates of 25 μmol/L compounds 1-4,6,9-12 and 14 on gastric mucosal epithelial cells were 30.07％,34.18％,23.91％,30.92％,17.51％,19.69％,31.76％,22.46％,30.56％and 14.49％,respectively.CONCLUSION Compounds 1-14 are isolated from this plant for the first time.Compound 4 shows anti-inflammatory activity,1-4,6,9-12 and 14 show different degrees of gastric mucosal epithelial cell protective activity.

AIM To evaluate the quality of Gegen Formula Granules.METHODS Linear calibration with two reference substances(LCTRS)was adopted in the predicting of retention time with puerarin and daidzein as internal standards.UPLC characteristic chromatograms were established.The contents of 3'-hydroxy puerarin,puerarin(internal standard),3'-methoxy puerarin,puerarin 6"-O-xyloside,puerarin apioside and daidzin were determined by quantitative determination analysis multi-components by a single marker(QAMS),after which their transfer rates were calculated.RESULTS Compared with relative retention time method,LCTRS demonstrated higher positional accuracy for characteristic peaks and wider application range for columns.There were 9 characteristic peaks in the characteristic chromatograms for 14 batches of formula granules and 15 batches of standard decoctions with the similarities of more than 0.95.The contents and transfer rates of various constituents in formula granules and standard decoctions were basically consistent.CONCLUSION The chemical constituents in formula granules and their standard decoctions of Puerariae lobatae Radix display good consistency,reliable preparation process is observable in the former.

A 64-year-old male patient with hemophilia A was scheduled for the surgical removal of a pulmonary mass. Preoperative evaluation revealed that the coagulation factor Ⅷ (FⅧ) activity was 0.5%, with an F Ⅷ inhibitor level of 32 BU/ml; the R value could not be detected on the thromboelastogram. Thoracoscopic lobectomy was successfully completed. On the day of the operation and the first day after the operation, 6 mg of recombinant activated coagulation factor Ⅶ (rFⅦa) was intravenously administered every 6 h. On postoperative day 1, the patient’s blood pressure dropped and the HGB gradually declined from 102 g/L to 65 g/L. Chest X-ray revealed a large amount of pleural effusion on the left side, and urgent thoracoscopic thoracic exploration was performed. A total of 3200 mL fresh blood was cleared, and a thoracic drainage tube was placed. On postoperative day 2, the rFⅦa dose was increased to 6 mg, which was intravenously administered every 4 h, and concentrated red cells were intermittently infused to correct anemia. Four days later, due to the inability to obtain rFⅦa, PCC (50 IU/kg every 8 hours) was administered. Additionally, treatment with methylprednisolone (40 mg/d) and cyclophosphamide (200 mg, every 2 weeks) was initiated to remove FⅧ inhibitors. The thoracic drainage tube was removed on postoperative day 9, and the patient was successfully discharged 3 weeks later.

Objective:To investigate the short-term efficacy and safety of rituximab (RTX) in children with calcineurin inhibitor (CNI) resistant steroid resistant nephrotic syndrome (SRNS).Methods:A retrospective case analysis was conducted. Thirteen children with CNI resistant SRNS who were regularly treated with RTX (375 mg/m 2 per dose (maximum dose 500 mg), 1 dose per week, a total of 4 doses) in Department of Nephrology, Children′s Hospital of Fudan University from January 2016 to December 2023 were enrolled. The general data, disease related information, urinary protein/creatinine, serum albumin, blood creatinine before RTX treatment, immunosuppressants, adverse events, and monthly urinary protein/creatinine, serum albumin, and blood creatinine indexes within 6 months after RTX treatment were collected. The changes of urinary protein/creatinine, serum albumin and estimated glomerular filtration rate (eGFR) before and after RTX at 3 and 6 months were analyzed by using paired sample t test and Wilcoxon signed-rank test. Results:Among the 13 patients, 8 were male and 5 were female. The age of disease onset was 4.0 (2.9, 6.8) years and the age of RTX treatment was 9.8 (5.9, 13.6) years. There were 8 cases of focal segmental glomerulosclerosis, 3 cases of minimal change disease and 2 cases of mesangial proliferative glomerulonephritis. No clinically significant gene variation was detected in 12 cases and the other one did not receive gene test. Before RTX treatment, 11 cases were in chronic kidney disease stage G1, and 1 case each was in stage G2 and stage G3. Ten children completed 4 doses of RTX treatment, 1 patient completed 3 doses, and 2 patients completed 2 doses. Urinary protein/creatinine in 13 children at 3 and 6 months after RTX treatment was significantly lower than baseline (0.60 (0.13, 2.04), 0.49 (0.28, 1.10) vs. 1.44 (0.76, 4.11) mg/mg, Z=-2.34, -2.34, both P<0.05), and serum albumin was significantly higher than baseline ((35±8), (34±7) vs. (30±6) g/L, t=2.30, 2.60, both P<0.05). The eGFR at 6 months after RTX treatment was not significantly different from the baseline ((110±32) vs. (113±35) ml/(min·1.73 m 2), t=-0.76, P>0.05)). No serious adverse reactions occurred in this study. Conclusion:RTX could reduce urinary protein and increase serum albumin in short-term treatment in children with CNI resistant SRNS without significant side effects.

Hemophilia A and hemophilia B are hereditary coagulation bleeding disorders. Traditional treatment primarily relies on factor replacement therapy using coagulation factor Ⅷ(FⅧ) or coagulation factor Ⅸ (FⅨ)products. Although conventional therapies can alleviate bleeding symptoms to some extent, they also have certain limitations, such as the need for frequent infusions, the risk of infection, and the potential development of inhibitors in some patients. Currently, treatment strategies for hemophilia are gradually shifting toward non-factor therapies, providing the appearence of novel non-factor drugs. However, these novel therapies not only interfere with traditional coagulation assays but may also fail to comprehensively evaluate their efficacy and safety through conventional coagulation tests. Therefore, there is an urgent need to develop and optimize new laboratory testing methods to ensure accurate assessment of patients′ responses to non-factor therapies and the hemostatic capacity of the drugs themselves. Although some studies have explored the coagulation factor equivalence of non-factor agents, such equivalence cannot fully reflect the actual hemostatic effect in patients after treatment and is therefore unsuitable as a prognostic indicator. Compared with assessing coagulation factor equivalence, total coagulation assays, such as the thrombin generation assay (TGA), can more accurately evaluate efficacy and safety. TGA can take into account multiple factors in the coagulation process, providing a more comprehensive assessment of coagulation function. Furthermore, combining TGA with patient symptoms for comprehensive analysis can enhance its prognostic predictive ability, offering more reliable support for clinical decision-making.

Objective:To analyze the levels of thrombin generation and activated protein C resistance (APC-R) in lupus anticoagulant (LA)-positive patients, and to assess their effectiveness in predicting thrombotic risk in these patients.Methods:Retrospective case-control study. A total of 185 patients with positve LA [91 males, 94 females; age (47.59±19.14) years] in Ruijin Hospital of Shanghai Jiaotong University School of Medicine from November 1st, 2024 to March 31st, 2025 were included. Patients were stratified into thrombotic ( n=91) and non-thrombotic groups ( n=94) based on clinical diagnosis and imaging evidence of thrombosis. The basic characteristics and routine laboratory coagulation levels of LA-positive patients were analyzed. Post-test plasma samples were collected from 43 cases with positive or strongly positive LA, categorized into thrombotic ( n=23) and non-thrombotic ( n=20) groups. Additionally, plasma was collected from 80 healthy controls [40 males and 40 females, age (38.37±15.74) years]. Using simple random sampling method, plasma samples from 10 selected males and 10 selected females were mixed to make 1 group of healthy control, thus accordingly resulted in a total of 4 healthy control groups. Thrombin generation assays (TGA) were then employed to measure prothrombin generation and activated protein C resistance (APC-R) levels in the healthy control, non-thrombotic, and thrombotic groups. One-way analysis of variance was utilized to compare thrombin generation and APC-R levels across these groups. Results:Among the routine laboratory coagulation indexes, the median levels of activated partial thromboplastin time (APTT), fibrin degradation product (FDP) and protein C (PC) in thrombotic group were 30.9 (28.8, 35.5) s, 2.5 (1.3, 2.8) mg/L, and 107.0 (93.0, 127.0)%, respectively, which were significantly higher compared with the non-thrombosis group (all P<0.05). However, between the thrombotic and non-thrombotic group, no statistically significant differences were observed for the levels of prothrombin time (PT), thrombin time (TT), fibrinogen (Fg), or D-dimer (D-D) ( P>0.05). The TGA results showed that the total thrombin generation, the maximal thrombin generation and APC-R levels of patients in the thrombotic group were (1 118.72±387.34) nmol/L·min, (106.01±59.00) nmol/L and (0.33±0.22), respectively, which were significantly higher compared with those in the non-thrombotic group (all P<0.05). Conclusion:Significantly increased thrombin generation and enhanced APC-R were present in the LA-positive patients with thrombosis, indicating the important values of thrombin generation and APC-R in assessing thrombosis risk among this population.

Objective:To compare the accuracy of one-stage clotting assay and chromogenic substrate assay for testing an extended half-life recombinant FⅧ and to explore standardized conversion models between methods.Methods:Observational study. FⅧ activity (FⅧ:C) in plasma samples with theoretical values of 1 000, 800, 600, 500, 400, and 300 IU/L was measured using both one-stage clotting assay (employing Siemens Actin FSL reagent, Werfen SynthASil reagent, Stago PTT-A reagent) and the chromogenic substrate assay from Hyphen Biomed. Differences in FⅧ:C measured by the various methods were compared using the SNK test. Recovery rates were calculated to evaluate the accuracy of each assay. Sample activity was verified using the thrombin generation assay (TGA). Correlations between activities determined by the different assay systems were assessed using linear regression analysis.Results:Observational study. FⅧ activity (FⅧ:C) in diluted plasma samples with theoretical values of 1 000, 800, 600, 500, 400, and 300 IU/L was measured using both one-stage clotting assay (employing Siemens Actin FSL reagent, Werfen SynthASil reagent, Stago PTT-A reagent) and the chromogenic substrate assay from Hyphen Biomed. Differences in FⅧ:C measured by the various methods were compared using the SNK test. Recovery rates were calculated to evaluate the accuracy of each assay. Sample activity was verified using the thrombin generation assay (TGA). Correlations between activities determined by the different assay systems were assessed using linear regression analysis.Conclusion:Some marked one-stage clotting assay system has limitations in the clinical detection of extended half-life recombinant FⅧ. While the chromogenic substrate assay provides more accurate results. The one-stage clotting assay values can undergo cross-assay correction for FⅧ:C using a standardized conversion coefficient, which can further elevate the accuracy of monitoring hemophilia treatment efficacy.

Congenital coagulation factor Ⅶ deficiency is a rare autosomal incomplete recessive disorder caused by a defect in the coagulation factor Ⅶ (FⅦ) gene, with an incidence of approximately 1 in 500 000. Antiphospholipid antibody syndrome is relatively common and is a common cause of acquired thrombosis. However, the combination of the latter and the former is extremely rare in clinical practice, which brings difficulties to diagnosis and treatment. This article reported the laboratory examination, diagnosis and treatment of a patient with congenital coagulation factor Ⅶ deficiency and antiphospholipid syndrome after portal vein thrombosis, and reviewed the relevant literature.