Objective To investigate the association of baseline cerebral blood flow （CBF） and cerebral metabolic rate of oxygen （CMRO2） with sleep structure disorder after thrombolytic therapy in stroke patients， as well as their value in clinical assessment. Methods A total of 145 patients with stroke were enrolled as subjects， and all of them received thrombolytic therapy in our hospital from January 2023 to June 2025. Before thrombolytic therapy， 3.0 T magnetic resonance imaging was used to obtain relative CBF （rCBF） and relative CMRO2 （rCMRO2）， and rCBF/rCMRO2 ratio was calculated. At week 1 after thrombolysis， overnight polysomnography （PSG） was conducted to obtain parameters such as total sleep time， sleep efficiency， the proportion of each NREM stage， and REM sleep duration. According to the presence or absence of sleep structure disorder， the subjects were divided into disorder group and non-disorder group. The Pearson correlation method was used for correlation analysis. A multivariate logistic regression analysis was used to identify the influencing factors for sleep structure disorder in subjects after thrombolytic therapy. The receiver operating characteristic （ROC） curve was plotted to analyze the performance of rCBF/rCMRO2 ratio in predicting sleep structure disorder in subjects after thrombolytic therapy. Results Compared with the non-disorder group， the disorder group had significantly higher age， infarct volume， NIHSS score on admission， and proportion of patients with infarction in the thalamus （P<0.05）. Compared with the non-disorder group， the disorder group had significantly lower rCBF， rCMRO2， rCBF/rCMRO2 ratio， total sleep time， proportion of NREM 3 sleep， proportion of REM sleep， and sleep efficiency （P<0.05） and significantly higher proportion of NREM 1 sleep and sleep arousal index （P<0.05）. The Pearson correlation analysis showed that rCBF， rCMRO2， and rCBF/rCMRO2 ratio were positively correlated with total sleep time， proportion of NREM 3 sleep， proportion of REM sleep， and sleep efficiency （P<0.001） and were negatively correlated with the proportion of NREM 1 sleep and sleep arousal index （P<0.001）. The Logistic regression analysis showed that age， infarct volume， infarction location （thalamus）， and NIHSS score on admission were risk factors for sleep structure disorder in stroke patients after thrombolytic therapy （P<0.05）， while rCBF， rCMRO2， and rCBF/rCMRO2 ratio were protective factors against sleep structure disorder （P<0.05）. The ROC curve analysis showed that rCBF/rCMRO2 ratio had an area under the ROC curve of 0.901 （95% CI 0.869-0.938） in predicting sleep structure disorder in stroke patients after thrombolytic therapy， with a sensitivity of 95.50% and a specificity of 82.40%. Conclusion Baseline rCBF， rCMRO2， and rCBF/rCMRO2 ratio are closely associated with sleep structure disorder in stroke patients after thrombolytic therapy， among which rCBF/rCMRO2 ratio has excellent performance in predicting sleep structure disorder and can be used as a sensitive indicator for clinical assessment of high-risk patients.
Stroke

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.

Background and purpose:Despite Radiation-induced lymphopenia has been associated with poor survival outcomes in certain solid tumors,there is limited evidence for small cell lung cancer(SCLC).The purpose of this study was to investigate whether the absolute lymphocyte count before and after radiotherapy could predict the clinical outcomes for limited-stage SCLC(LS-SCLC)patients.Methods:This was a single-center,retrospective cohort study.A retrospective analysis of patients evaluated at Fudan University Shanghai Cancer Center from January 2007 to December 2017 was conducted.Inclusion criteria:⑴ pathologically confirmed small-cell lung cancer;⑵ limited-stage disease defined by positron emission tomography and computed tomography(PET/CT)and contrast-enhanced brain magnetic resonance imaging(MRI)[American Joint Committee on Cancer(AJCC)8th edition TNM stage M0];⑶ receipt of definitive chemoradiotherapy;⑷ availability of complete blood counts before,during and within 1 month after radiotherapy;⑸ complete survival,relapse,and last-follow-up information retrievable.Exclusion criteria:⑴ distant metastasis at baseline(AJCC 8th edition TNM stage M1,including any distant nodal,visceral,or bone-marrow involvement);⑵ total radiotherapy dose＜50 Gy[calculated as an equivalent biological dose at 2 Gy/fraction,i.e.,a biological effective dose(BED)＜40 Gy];⑶ incomplete laboratory data at any scheduled time point;⑷ inability to ascertain survival or relapse status or insufficient follow-up records.The study protocol was approved by the ethics committee of Fudan University Shanghai Cancer Center(approval number:2303271-15),and the requirement for informed consent was waived.Clinical data extracted comprised age,sex,Eastern Cooperative Oncology Group performance status(ECOG PS)score,smoking history,TNM stage,chemotherapy regimen and number of cycles,radiotherapy dose and fractionation schedule,use of concurrent chemoradiotherapy and administration of prophylactic cranial irradiation(PCI).Laboratory data comprised serial absolute lymphocyte counts obtained within 1 month before,during and after radiotherapy;lymphopenia was graded according to the Common Terminology Criteria for Adverse Events(CTCAE)version 4.0.Progression-free survival(PFS)and overall survival(OS)were estimated using the Kaplan-Meier method and compared with the log-rank test.Results:A total of 170 patients were included.The median age of the patients was 57 years,with 77.6%being male.The median radiation therapy dose was 60 Gy(range:45-66 Gy).For the entire cohort,the median PFS was 22.0 months,the 5-year PFS rate was 31.3%,and the 10-year PFS rate was 19.8%.The median OS was 38.0 months,the 5-year OS rate was 37.5%,and the 10-year OS rate was 24.2%.Before radiation therapy,14 patients(8.2%)had grade 1-2 lymphocytopenia.During radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 7(4.1%),22(12.9%),111(65.3%),and 24(14.1%),respectively.One month after radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 36(21.2%),36(21.2%),11(6.5%)and 1(0.6%),respectively.There were no significant differences in PFS and OS among patients with different grades of lymphocytopenia before,during,or after radiation therapy.Conclusion:Before immunotherapy,radiotherapy-induced lymphopenia did not appear to affect the prognosis of patients with LS-SCLC.

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.

Objective To investigate the value of serum α-hydroxybutyric dehydrogenase(α-HBDH),cysteine-rich protein 61(CYR61)and gasdermin D(GSDMD)level testing in patients with sepsis-combined cardiomyopathy for clinical diagnosis and prognostic assessment.Methods A total of 244 sepsis patients who underwent consultation and treatment in Baotou Central Hospital from May 2020 to December 2023 were selected as the study subjects,and were separated into a study group(combined cardiomyopathy,n=106)and a control group(uncombined cardiomyopathy,n=138)according to whether they were combined cardiomyopathy or not.The levels of α-HBDH,CYR61 and GSDMD were measured by enzyme linked immunosorbent assay(ELISA)method.Pearson and Spearman methods were used to analyze the correlation of α-HBDH,CYR61,and GSDMD with systolic and diastolic blood pressure,left ventricular ejection fraction(LVEF)and acute physiology and chronic health evaluationⅡ(APACHE II)score.Multifactorial Logistic regression was used to analyze the factors affecting sepsis-combined cardiomyopathy.Receiver operator characteristic(ROC)curves were used to assess the diagnostic value of α-HBDH,CYR61 and GSDMD for sepsis-combined cardiomyopathy and their validity for prognostic prediction.Results Serum α-HBDH(278.35±18.89ng/ml vs 253.47±12.75ng/ml),CYR61(18.23±4.14mg/L vs 14.48±2.67mg/L)and GSDMD(12.39±3.28mg/L vs 9.46±2.17mg/L)levels were higher in the study group compared to the control group,and the differences were statistically significant(t=12.261,8.572,8.377,all P<0.05).The levels of α-HBDH(291.93±19.22ng/ml),CYR61(20.33±3.43mg/L)and GSDMD(14.01±3.09mg/L)were higher in the death patients compared to the survived patients(268.71±13.09ng/ml,16.74±2.88mg/L,11.24±2.55mg/L),and the differences were statistically significant(t=7.402,5.839,5.044,all P<0.05).Correlation analysis showed that α-HBDH,CYR61,and GSDMD were negatively correlated with systolic blood pressure,diastolic blood pressure and LVEF(r=-0.631～-0.422,all P<0.05),α-HBDH,CYR61,GSDMD were negatively correlated with APACHE II score(r=0.531,0.507,0.611,all P<0.05).Multifactorial Logistic regression analysis showed that systolic blood pressure,diastolic blood pressure,and LVEF were protective factors affecting sepsis-combined cardiomyopathy(Wald χ2=6.823,7.986,10.875,all P<0.05),and α-HBDH,CYR61,and GSDMD were risk factors affecting sepsis-combined cardiomyopathy(Wald χ2=9.376,6.849,7.435,all P<0.05).From the ROC curve analysis,it was known that the combined application of α-HBDH,CYR61,and GSDMD was more effective in the diagnosis of sepsis-combined cardiomyopathy(Z=2.369,2.454,2.573),the combined application of α-HBDH,CYR61,and GSDMD were superior for prognostic prediction in sepsis-combined cardiomyopathy(Z=2.352,2.468,2.581),and the differences were statistically significant(all P<0.05).Conclusion Serum α-HBDH,CYR61 and GSDMD levels are increased in patients with sepsis-combined cardiomyopathy,and they are correlated with prognosis.The combination of these three tests has a higher diagnostic value and prognostic value in sepsis combined cardiomyopathy.

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.

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 and purpose:Despite Radiation-induced lymphopenia has been associated with poor survival outcomes in certain solid tumors,there is limited evidence for small cell lung cancer(SCLC).The purpose of this study was to investigate whether the absolute lymphocyte count before and after radiotherapy could predict the clinical outcomes for limited-stage SCLC(LS-SCLC)patients.Methods:This was a single-center,retrospective cohort study.A retrospective analysis of patients evaluated at Fudan University Shanghai Cancer Center from January 2007 to December 2017 was conducted.Inclusion criteria:⑴ pathologically confirmed small-cell lung cancer;⑵ limited-stage disease defined by positron emission tomography and computed tomography(PET/CT)and contrast-enhanced brain magnetic resonance imaging(MRI)[American Joint Committee on Cancer(AJCC)8th edition TNM stage M0];⑶ receipt of definitive chemoradiotherapy;⑷ availability of complete blood counts before,during and within 1 month after radiotherapy;⑸ complete survival,relapse,and last-follow-up information retrievable.Exclusion criteria:⑴ distant metastasis at baseline(AJCC 8th edition TNM stage M1,including any distant nodal,visceral,or bone-marrow involvement);⑵ total radiotherapy dose＜50 Gy[calculated as an equivalent biological dose at 2 Gy/fraction,i.e.,a biological effective dose(BED)＜40 Gy];⑶ incomplete laboratory data at any scheduled time point;⑷ inability to ascertain survival or relapse status or insufficient follow-up records.The study protocol was approved by the ethics committee of Fudan University Shanghai Cancer Center(approval number:2303271-15),and the requirement for informed consent was waived.Clinical data extracted comprised age,sex,Eastern Cooperative Oncology Group performance status(ECOG PS)score,smoking history,TNM stage,chemotherapy regimen and number of cycles,radiotherapy dose and fractionation schedule,use of concurrent chemoradiotherapy and administration of prophylactic cranial irradiation(PCI).Laboratory data comprised serial absolute lymphocyte counts obtained within 1 month before,during and after radiotherapy;lymphopenia was graded according to the Common Terminology Criteria for Adverse Events(CTCAE)version 4.0.Progression-free survival(PFS)and overall survival(OS)were estimated using the Kaplan-Meier method and compared with the log-rank test.Results:A total of 170 patients were included.The median age of the patients was 57 years,with 77.6%being male.The median radiation therapy dose was 60 Gy(range:45-66 Gy).For the entire cohort,the median PFS was 22.0 months,the 5-year PFS rate was 31.3%,and the 10-year PFS rate was 19.8%.The median OS was 38.0 months,the 5-year OS rate was 37.5%,and the 10-year OS rate was 24.2%.Before radiation therapy,14 patients(8.2%)had grade 1-2 lymphocytopenia.During radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 7(4.1%),22(12.9%),111(65.3%),and 24(14.1%),respectively.One month after radiation therapy,the number of patients with grade 1,2,3 and 4 lymphocytopenia was 36(21.2%),36(21.2%),11(6.5%)and 1(0.6%),respectively.There were no significant differences in PFS and OS among patients with different grades of lymphocytopenia before,during,or after radiation therapy.Conclusion:Before immunotherapy,radiotherapy-induced lymphopenia did not appear to affect the prognosis of patients with LS-SCLC.

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.

IgG4-related sclerosing cholangitis (IgG4-SC) is an IgG4-related disease charac-terized by bile duct wall thickening and luminal stricture. Its pathogenesis involves complex multi-dimensional regulation, including immune imbalance, genetic epigenetic regulation, microbial ecolo-gical abnormalities, and activation of fibrotic pathways. Due to the lack of specificity in clinical mani-festations, IgG4-SC is easily misdiagnosed as biliary tract diseases such as cholangiocarcinoma and primary sclerosing cholangitis in the early stage, leading to diagnostic difficulties. At present, gluco-corticoids are the preferred treatment option. Although most patients can quickly recover in the early stages, high recurrence rates and hormone dependence limit the long-term effectiveness of treatment. The authors combine the latest research progress at home and abroad to deeply analyze the pathogenesis, clinical manifestations, and diagnosis of IgG4-SC, focusing on treatment strategies and cutting-edge advances, in order to provide reference and inspiration for clinical practice.