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.

Objective To establish the therapeutic effect prediction model of platelet transfusion in hematological patients,and receiver operating characteristic(ROC)curve and clinical cases are used to evaluate the clinical application value of the predic-tion model.Methods A total of 485 patients with hematological diseases who received platelet transfusion therapy in Kailuan General Hospital from January 2020 to December 2023 were selected,corrected count increment(CCI)was used to divide the patients into platelet transfusion effective group(n=340)and transfusion ineffective group(n=145).Multivariate Logistic regres-sion analysis was used to establish the prediction model of platelet infusion efficacy,and ROC curve was used to evaluate the application effect of the forcasting model.109 clinical cases were used to verify the practical application effect of the model,and the sensitivity,specificity and accuracy were calculated.Results Among 485 patients with hematological diseases,the incidence of ineffective platelet transfusion was 29.90%(145/485).Compated with the effective group,the ineffective group had more previous platelet transfusions was higher,and the difference was statistically significant(t=-4.435,P<0.05).In the ineffective group,there were more cases of hyperplenism,aplastic anemia and lymphoma,higher infection rate and higher positive rate of platelet antibody,and the differences were statistically significant(χ2=6.301～37.522,all P<0.05).Multivariate Logistic regres-sion analysis found that previous platelet infusion times,infection,leukemia,aplastic anemia and platelet antibodies were risk factors for ineffective platelet transfusion in patients with hematological diseases(Wald χ2=5.224～21.548,all P<0.05).Based on these risk factors,platelet infusion effect prediction models 1 and 2 were constructed.ROC curve was used to evaluate the application effect of the prediction model.The area under the curve(AUC),cut-offpoint,sensitivity and specificity of model 1 were 0.884,0.042,82.35%,88.89%.The AUC,cut-offpoint,corresponding sensitivity and specificity of prediction model 2 were 0.910,59.784,81.18%,94.44%,respectively.The Z values of model 1 and model 2 were 12.159 and 13.151,respectively.The prediction effect of model 2 was better than that of model 1.The actual application results showed that the sensitivity,specificity and accuracy of prediction model 1,2 were 85.71%,92.05%,90.89%and 90.48%,93.18%,92.66%,respectively.Conclusion The ineffective rate of platelet transfusion in hematological patients is relatively high.The prediction models 1 and 2 for platelet transfusion effectiveness have good results in predicting ineffective platelet transfusion,and prediction model 2 is better than pre-diction model 1,which can provide reliable basis for hematological patients on accurate platelet transfusion.

Corneal neovascularization(CNV)is a pathological condition characterized by the invasion of new blood vessels into the normally avascular corneal area from the corneal periphery,leading to severe vision loss and potentially blindness.Currently,surgical,physical,and pharmacological therapies are the main clinical approaches for treating CNV.Surgical treatment aims to remove abnormal vascular tissue or perform corneal trans-plantation to inhibit angiogenesis;however,it carries a risk of postoperative rejection.Physical therapy involves the direct application of non-invasive modalities,such as laser treatment,to the neovascularized area to suppress vascular growth.Nevertheless,this approach may cause damage to surrounding healthy tissues.Pharmacotherapy has recently become a research hotspot in CNV treatment due to its convenient administration.Clinically,the drugs used for CNV treatment mainly include anti-inflammatory agents,anti-VEGF drugs,and immunosuppressants,which inhibit CNV progression by targeting angiogenesis-related signaling pathways.However,these drugs often lead to drug resistance and toxic side effects.Therefore,there is an urgent need to develop more effective and safer therapeutic agents for CNV.This article reviews the current clinical treatment status of CNV and highlights recent advances in the use of small molecule extracts from traditional Chinese medicine for CNV therapy,aiming to provide potential candidate drugs and a scientific theoretical basis for clinical management of CNV.

Objective Examine and analyze the current situation of the construction of national regional medical centers for children in China,in order to provide reference for promoting the high-quality development of national regional medical centers for children and other categories.Methods Refer to literature and official websites of relevant national departments and hospitals to obtain the required data and establish an analysis database for children's national regional medical centers.Using PEST analysis method,conduct research from four perspectives:politics,economy,society,and technology.Results The development trend of national regional medical centers for children is good,with a favorable policy environment,increasing demand for children's medical and health services,and high social expectations.However,there are issues such as targeted support policies that need to be improved,varying levels of economic security,regional cultural conflicts,and differences in technological resource levels.Conclusion It is suggested to improve the targeted policy support system,establish a sound compensation mechanism,actively integrate into the overall development of regional society,and integrate the advantages of various technological resources.

Objective To investigate the predictive value of serum human epididymis protein 4(HE4)levels in primary Sj?gren's syndrome(pSS)patients for renal injury.Methods A retrospective analysis of 77 pSS patients admitted to the Second People's Hospital of Yichang from September 2021 to August 2023 was performed,including 43 cases of renal injury group 34 instances of non-renal injury group,and 54 healthy physical examination subjects(HCs)as control group.Fasting peripheral venous blood(4ml)was collected to detect the serum levels of HE4,Cys-C,TNF-α,CR,C3,C4,immunoglobulin,Anti-SSA,Anti-SSB and other indicators,and analyzed the value of HE4 in the early diagnosis of kidney injury in pSS patients.Results Compared with HCs,the pSS patients had increased levels of HE4(120.02±103.86 pmol/L vs 57.5±16.52 pmol/L),Cys-C(1.30±0.81mg/L vs 0.87±014 mg/L),and the differences were statistically significant(t=4.382,3.860,all P<0.05).The serum levels of HE4,CR and TNF-α in the renal damage group were higher than those in the non-renal damage group,and the differences were statistically significant(t/χ2=2.552～4.371,all P<0.05).Pearson correlation analysis showed that,the levels of serum HE4,Cys-C,CR and TNF-α were all positively correlated with renal damage in pSS(r=0.287～0.546,all P<0.05).Logistic regression analysis showed that elevated serum HE4 level might be an independent risk factor for inducing renal damage in pSS(Wald χ2=11.932,P<0.05).Receiver operating characteristic(ROC)curve analysis showed that the best cut-offvalue of serum HE4 for the diagnosis of pSS renal damage was 70.46pmol/L,the maximum Youden index was 0.625,AUC(95%CI)=0.876(0.799～0.954).Conclusion The serum HE4 level in patients with pSS is positively correlated with renal injury and has predictive value for the occurrence of renal injury.

Objectives:To investigate the factors affecting the formation of coronary collateral circulation(CCC)in patients with chronic total occlusion(CTO)lesion of coronary artery.Methods:A total of 305 consecutive patients who were hospitalized in the department of cardiology of the First Hospital of Lanzhou University from December 2022 to December 2023 and CTO lesions were confirmed by coronary angiography in at least one major coronary artery were included.The clinical data were collected,and the patients were divided into poor CCC group(Rentrop grade 0-1,n=109)and good CCC group(Rentrop grade 2-3,n=196)according to Rentrop criteria.Univariate logistic regression and multivariate logistic regression analysis were used to investigate the risk factors of poor CCC formation in CTO lesion patients.Results:There were 109 patients with poor CCC formation and 196 patients with good CCC formation in this cohort.The levels of white blood cell count,neutrophil count,platelet count,platelet to lymphocyte ratio,neutrophil to lymphocyte ratio,systemic immunoinflammatory index(SII),lipoprotein a and fibringen(Fib)were significantly higher,lymphocyte count and mean platelet volume were significantly lower in patients with poor CCC formation than in patients with good CCC formation(all P<0.05).Multivariate logistic regression analysis showed that higher SII(OR=1.004,95%CI:1.003-1.006,P<0.001),Fib(OR=1.546,95%CI:1.038-2.301,P=0.032)levels were independent predictors of poor CCC formation in CTO lesion patients.Conclusions:Higher levels of SII and Fib are independently correlated with poor CCC formation,which may be used as clinical predictor of poor CCC formation in CTO lesion patients.

Objective:To screen potential comorbid genes shared between inflammatory bowel disease(IBD)and colorectal cancer(CRC),and to explore the relationship between the key gene a disintegrin and metalloprotease 8(ADAM8)and the pathogenesis of IBD and CRC,as well as the underlying mechanisms.Methods:Transcriptomic data and corresponding clinical information for IBD and CRC were downloaded from the GEO database and TCGA database.Differential expression analysis,prognostic gene screening,and intersection analysis were performed to identify shared genes.Multiple datasets were used to analyze and validate the expression patterns of ADAM8 in IBD and CRC and its correlation with clinicopathological features.Survival analysis was conducted to evaluate the prognostic value of ADAM8 in CRC.Functional and pathway enrichment analyses were conducted to explore the potential mechanisms by which ADAM8 influences CRC progression.The correlation between ADAM8 and tumor microenvironment components was further assessed using tumor microenvironmental algorithms.The database data was validated by detecting the expression in Chinese CRC tissues using immunohistochemistry(IHC).Results:ADAM8 was identified as a potential shared comorbidity gene in IBD and CRC.ADAM8 was significantly upregulated in both IBD and CRC tissues(all P<0.01),and its high expression was associated with disease progression(P<0.01).CRC patients with high ADAM8 expression had shorter overall survival(OS)(P<0.05 or P<0.01).ADAM8 was also significantly highly expressed in Chinese CRC tissues(P<0.01).Pathway analysis revealed that ADAM8 expression was closely linked to immune cell migration,cytokine production,and immune receptor interactions.Additionally,ADAM8 expression positively correlated with immune cell infiltration,including neutrophils and macrophages(P<0.01 or P<0.001).Conclusion:ADAM8 is highly expressed in IBD and CRC tissues and is closely associated with patient prognosis,disease progression,and immune cell infiltration.It holds promise as a common therapeutic target for both diseases.

BACKGROUND:Stem cell transplantation has a promising therapeutic prospect in the treatment of myocardial infarction,but the efficacy of stem cell transplantation is limited by the low homing efficiency of transplanted cells to the heart and the low retention rate and survival rate in the heart.Exercise therapy is an important integral component of cardiac rehabilitation for patients with myocardial infarction.However,the role of exercise in stem cell therapy for myocardial infarction has not yet been clarified.OBJECTIVE:To investigate the effect of exercise(including acute exercise and chronic exercise)on bone marrow mesenchymal stem cell transplantation in rats with myocardial infarction.METHODS:Eighty female SD rats were randomly divided into sham operation group,model group,transplantation group or combination group with random number table method(n=20).Myocardial infarction model of rats in model group,transplantation group,or combination group was made by coronary artery ligation.24 hours after the model was made,the combination group underwent aerobic exercise for 8 weeks(chronic exercise,30 min/d,5 days per week),and within 5 minutes after the first exercise(acute exercise).SD rat bone marrow mesenchymal stem cells labeled with green fluorescent protein were injected into the tail vein of the transplantation group and the combination group.A part of animals from each group were taken 24 hours after the first exercise.The survival rate of stem cells transplanted into rat myocardium,sex-determining region of Y,protein expression of homing factors,oxidative stress,and inflammatory response parameters were measured.After 72 hours of the last exercise,the remaining rats were taken to detect cardiac structure and function,myocardial histological changes,and the number of Ki67+cells.RESULTS AND CONCLUSION:(1)After acute exercise:Compared with sham operation group,myocardial reactive oxygen species level,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression increased(P<0.05),and superoxide dismutase activity decreased(P<0.05)in model group.Compared with model group,reactive oxygen species,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression reduced(P<0.05),superoxidation dismutase activity,stromal cell-derived factor 1α,and CXC chemokine receptor 4 protein expression increased(P<0.05)in transplantation and combination groups.Compared with the transplantation group,reactive oxygen species,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression decreased(P<0.05),stem cell survival rate,sex-determining region of Y mRNA expression,superoxide dismutase activity,stromal cell-derived factor 1α,and CXC chemokine receptor 4 protein expression increased(P<0.05)in combination group.(2)After chronic exercise:Compared with sham operation group,cardiomyocyte cross-sectional area and collagen content increased(P<0.05),left ventricular ejection fraction and left ventricular short-axis shortening rate decreased(P<0.05)in model group.Compared with model group,cardiomyocyte cross-sectional area and collagen content decreased(P<0.05),Ki67+cells increased(P<0.05)in transplantation group.Compared with transplantation group,collagen content decreased(P<0.05),cardiomyocyte cross-sectional area,left ventricular ejection fraction,left ventricular short-axis shortening rate,and Ki67+cells increased(P<0.05)in the combination group.(3)Acute exercise improves the survival rate of exogenous stem cells by promoting stem cell homing and improving myocardial microenvironment,while chronic exercise can stimulate cardiomyocyte proliferation,inhibit cardiac remodeling,and enhance cardiac function after stem cell transplantation.Therefore,exercise can help to optimize the efficacy of stem cell transplantation after myocardial infarction in rats.

BACKGROUND:Bone relies on the close connection between blood vessels and bone cells to maintain its integrity.Bones are in a physiologically hypoxic environment.Therefore,the study of angiogenesis and osteogenesis in hypoxic environment is closer to the microenvironment in vivo. OBJECTIVE:To explore the influence of Wenshen Tongluo Zhitong(WSTLZT)formula on H-type bone microvascular endothelial cell/bone marrow mesenchymal stem cell co-culture system in hypoxia environment and its related mechanism. METHODS:Enzyme digestion method and flow sorting technique were used to isolate and identify H-type bone microvascular endothelial cells.Mouse bone marrow mesenchymal stem cells were isolated and obtained by bone marrow adhesion method.H-type bone microvascular endothelial cell/bone marrow mesenchymal stem cell hypoxic co-culture system was established using Transwell chamber and anoxic culture workstation.WSTLZT formula powder was used to intervene in each group at a mass concentration of 50 and 100 μg/mL.The angiogenic function of H-type bone microvascular endothelial cells in the co-culture system was evaluated by scratch migration test and tube formation test.The osteogenic differentiation ability of bone marrow mesenchymal stem cells in the co-cultured system was evaluated by alkaline phosphatase staining and alizarin red staining.The protein and mRNA expression changes of PDGF/PI3K/AKT signal axis related molecules in H-type bone microvascular endothelial cells in the co-cultured system were detected by Western Blotting and q-PCR,respectively. RESULTS AND CONCLUSION:(1)Compared with the normal oxygen group,the scratch mobility and new blood vessel length of H-type bone microvascular endothelial cells were significantly higher(P<0.05);the osteogenic differentiation capacity of bone marrow mesenchymal stem cells was higher(P<0.05);the expression of PDGF/PI3K/AKT axis-related molecular protein and mRNA increased(P<0.05)in the hypoxia group.(2)Compared with the hypoxia group,scratch mobility and new blood vessel length were significantly increased in the H-type bone microvascular endothelial cells(P<0.05);bone marrow mesenchymal stem cells had stronger osteogenic function(P<0.05);the expression of PDGF/PI3K/AKT axis-related molecular proteins and mRNA further increased(P<0.05)after treatment with different dose concentrations of WSTLZT formula.These findings conclude that H-type angiogenesis and osteogenesis under hypoxia may be related to the PDGF/PI3K/AKT signaling axis,and WSTLZT formula may promote H-type vasculo-dependent bone formation by activating the PDGF/PI3K/AKT signaling axis,thereby preventing and treating osteoporosis.

BACKGROUND:Stem cell transplantation has a promising therapeutic prospect in the treatment of myocardial infarction,but the efficacy of stem cell transplantation is limited by the low homing efficiency of transplanted cells to the heart and the low retention rate and survival rate in the heart.Exercise therapy is an important integral component of cardiac rehabilitation for patients with myocardial infarction.However,the role of exercise in stem cell therapy for myocardial infarction has not yet been clarified.OBJECTIVE:To investigate the effect of exercise(including acute exercise and chronic exercise)on bone marrow mesenchymal stem cell transplantation in rats with myocardial infarction.METHODS:Eighty female SD rats were randomly divided into sham operation group,model group,transplantation group or combination group with random number table method(n=20).Myocardial infarction model of rats in model group,transplantation group,or combination group was made by coronary artery ligation.24 hours after the model was made,the combination group underwent aerobic exercise for 8 weeks(chronic exercise,30 min/d,5 days per week),and within 5 minutes after the first exercise(acute exercise).SD rat bone marrow mesenchymal stem cells labeled with green fluorescent protein were injected into the tail vein of the transplantation group and the combination group.A part of animals from each group were taken 24 hours after the first exercise.The survival rate of stem cells transplanted into rat myocardium,sex-determining region of Y,protein expression of homing factors,oxidative stress,and inflammatory response parameters were measured.After 72 hours of the last exercise,the remaining rats were taken to detect cardiac structure and function,myocardial histological changes,and the number of Ki67+cells.RESULTS AND CONCLUSION:(1)After acute exercise:Compared with sham operation group,myocardial reactive oxygen species level,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression increased(P<0.05),and superoxide dismutase activity decreased(P<0.05)in model group.Compared with model group,reactive oxygen species,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression reduced(P<0.05),superoxidation dismutase activity,stromal cell-derived factor 1α,and CXC chemokine receptor 4 protein expression increased(P<0.05)in transplantation and combination groups.Compared with the transplantation group,reactive oxygen species,malondialdehyde content,tumor necrosis factor-α,and interleukin-1β protein expression decreased(P<0.05),stem cell survival rate,sex-determining region of Y mRNA expression,superoxide dismutase activity,stromal cell-derived factor 1α,and CXC chemokine receptor 4 protein expression increased(P<0.05)in combination group.(2)After chronic exercise:Compared with sham operation group,cardiomyocyte cross-sectional area and collagen content increased(P<0.05),left ventricular ejection fraction and left ventricular short-axis shortening rate decreased(P<0.05)in model group.Compared with model group,cardiomyocyte cross-sectional area and collagen content decreased(P<0.05),Ki67+cells increased(P<0.05)in transplantation group.Compared with transplantation group,collagen content decreased(P<0.05),cardiomyocyte cross-sectional area,left ventricular ejection fraction,left ventricular short-axis shortening rate,and Ki67+cells increased(P<0.05)in the combination group.(3)Acute exercise improves the survival rate of exogenous stem cells by promoting stem cell homing and improving myocardial microenvironment,while chronic exercise can stimulate cardiomyocyte proliferation,inhibit cardiac remodeling,and enhance cardiac function after stem cell transplantation.Therefore,exercise can help to optimize the efficacy of stem cell transplantation after myocardial infarction in rats.