Objective To explore the value of CT combined with MRI(hereinafter referred to as combined diagnosis)in diagnosing sacroiliac joint lesions in ankylosing spondylitis(AS).Methods A retrospective study selected CT and MRI examination data from 102 AS patients with sacroiliac joint lesions admitted to the Third People's Hospital of Haikou,Hainan Province between January 2021 and July 2023.The study compared the grading and detection rates of various signs using CT,MRI,and combined diagnosis.Results MRI showed higher detection rates for AS sacroiliac joint lesions in grades I-II,bone marrow edema,tendon and ligament attachment point inflammation,subchondral cartilage destruction,synovial thickening,and subchondral fat deposition compared to CT(P<0.05).In contrast,CT demonstrated higher accuracy in detecting joint surface sclerosis,subchondral bone erosion/destruction,and joint surface hyperplasia compared to MRI(P<0.05).Combined diagnosis showed significantly higher grading and detection rates of AS sacroiliac joint lesion signs compared to MRI or CT alone(P<0.05).Conclusion MRI has high detection rates for early AS sacroiliac joint lesions,CT exhibits high sensitivity for joint surface hyperplasia,sclerosis,erosion,and destruction,and combined diagnosis demonstrates superior efficacy compared to MRI or CT individually.

Objective To explore the value of radiomics and deep transfer learning(DTL)based on gadoxetic acid disodium-enhanced magnetic resonance imaging(MRI)for preoperative prediction of microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods A retrospective analysis was conducted using the MRI and clinicopathological data of 369 HCC patients who underwent surgery and had pathologically confirmed MVI at the Affiliated Hospital of Qingdao University from January 2019 to September 2024.According to the negative and positive manifestations of MVI,these patients were divided into MVI-group(n=219)and MVI+group(n=150);and they were then randomly assigned into the training set(n=258)and the test set(n=111)in a ratio of 7:3.Based on the hepatobiliary phase images,the optimal features were extracted and screened from radiomics features,DTL features,and the fusion features of the two.Nine machine learning models were constructed using 3 algorithms(random forest,multi-layer perceptron,and support vector machine,separately)and trained on radiomics features,DTL features,and the fusion features of the two.The diagnostic efficacy of each model was evaluated using receiver operating characteristic curve,and the optimal model was identified as the output model.Results Among all the constructed models,those based on fused features outperformed models using individual features.The random forest classifier model in the training set had the best performance,with an AUC of 0.998(95%CI:0.996-1.000),and was therefore selected as the output model in this study.Conclusion Radiomics and DTL models based on gadoxetic acid disodium-enhanced MRI can effectively predict the MVI in HCC.Among these,the random forest classifier model utilizing fused features in the training set exhibits the best performance.

Objective To explore the value of radiomics and deep transfer learning(DTL)based on gadoxetic acid disodium-enhanced magnetic resonance imaging(MRI)for preoperative prediction of microvascular invasion(MVI)in hepatocellular carcinoma(HCC).Methods A retrospective analysis was conducted using the MRI and clinicopathological data of 369 HCC patients who underwent surgery and had pathologically confirmed MVI at the Affiliated Hospital of Qingdao University from January 2019 to September 2024.According to the negative and positive manifestations of MVI,these patients were divided into MVI-group(n=219)and MVI+group(n=150);and they were then randomly assigned into the training set(n=258)and the test set(n=111)in a ratio of 7:3.Based on the hepatobiliary phase images,the optimal features were extracted and screened from radiomics features,DTL features,and the fusion features of the two.Nine machine learning models were constructed using 3 algorithms(random forest,multi-layer perceptron,and support vector machine,separately)and trained on radiomics features,DTL features,and the fusion features of the two.The diagnostic efficacy of each model was evaluated using receiver operating characteristic curve,and the optimal model was identified as the output model.Results Among all the constructed models,those based on fused features outperformed models using individual features.The random forest classifier model in the training set had the best performance,with an AUC of 0.998(95%CI:0.996-1.000),and was therefore selected as the output model in this study.Conclusion Radiomics and DTL models based on gadoxetic acid disodium-enhanced MRI can effectively predict the MVI in HCC.Among these,the random forest classifier model utilizing fused features in the training set exhibits the best performance.

Objective To discuss the value of dynamic contrast-enhanced MRI (DCE-MRI)in differential diagnosis of high-grade gliomas (HGG)and metastasis.Methods 27 cases of HGG and 46 cases of metastasis were enrolled.All patients took contrast MRI and DCE-MRI before operation.Using the pharmacokinetic model of Extended Tofts Linear to quantitative analyze the data,volume transfer constant (Ktrans ),extracellular extravascular volume fraction (Ve )and blood plasma fraction (Vp )of the lesion's solid components and perilesional edam were obtained.Ktrans value,Ve value and Vp value were compared to judge whether there were significant differences between the two kinds of tumors.Results The values of the Ktrans ,Ve and Vp in parenchyma of HGG and metastasis were not statistically significant (P >0.05).The values of Ktrans and Ve in peritumoral edema of HGG were significantly higher than that of metastasis (P <0.05);Vp values in the peritumoral edema of HGG were lower than that of metastasis,but the difference was not statistically significant (P >0.05). Conclusion DCE-MRI can effectively distinguish HGG from metastasis through quantitative analysis of the perilesional edema.

As a safe,cheap and effective diabetes drug,metformin has been used for many years.Diabetes increases the risk of liver cancer and affects its prognosis.In recent years,it is found that metformin reduces the pancreatic cancer risk in the treatment of diabetic patients,a large of experiments also prove that it has anti-cancer and synergistic anticancer effect.This paper focused on the effects of metformin on treatment of Ⅱ type diabetes,discussed the curative effect on liver cancer,suggested the molecular biology mechanism of inhibiting tumor,listed the latest experiment researches,analyzed the existed clinical data,proposed the further study of anticancer mechanism and clinical treatment.Metformin for a future role in prevention of hepatocellular carcinoma in patients with type Ⅱ diabetes are briefly summarized and future prospects,which in type Ⅱ diabetic patients with liver cancer in a prospective study of the effect of treatment.Mefformin for application in other cancer prevention also raises possibilities.

BACKGROUND:Insufficient source of seed cel s is the important factor to restrict the tissue reconstruction and the development of regenerative medicine.
OBJECTIVE:To explore the osteogenesis of adipose stem cel s cultured with different kinds of artificial bones.
METHODS:Adipose tissue was extracted from female volunteers undergoing cosmetic surgery to isolate adipose stem cel s. Passage 4 adipose-derived mesenchymal stem cel s were selected and divided into osteogenic induction group, osteogenic induction+hydroxyapatite group, osteogenic induction+absorbable bone group and osteogenic induction+recombinant bone xenograft group. The latter three groups were subdivided into 3, 10, 20 g/L subgroups, respectively. Culture medium was exchanged every 3 days, total y for 12 days.
RESULTS AND CONCLUSION:Compared with the osteogenic induction group, the calcium concentration in the elution liquid was significantly higher in the osteogenic induction+hydroxyapatite group and low-concentration osteogenic induction+absorbable bone group (both P<0.05), but no difference was found between the osteogenic induction group and high-concentration osteogenic induction+absorbable bone group (P<0.05). In addition, the calcium concentration in the elution liquid was significantly lower in the osteogenic induction+recombinant bone xenograft group than the osteogenic induction (P<0.05). Therefore, different artificial bone scaffolds can influence the osteogenic effect of adipose stem cel s, and among them, hydroxyapatite has a better effect on the osteogenic induction of adipose stem cel s.

Objective To explore the relation of donor liver's heme oxygenase-1 level to ische-mia/reperfusion injury and the liver function after liver transplantation. Methods Twenty-eight pa-tients receiving orthotopic liver transplantation (OLT) were divided into two groups according to the donor liver's heme oxygenase level of high HO-1 expression group and low HO-1 expression group.The recipients' serum levels of ALT, AST, bile salt output and the expression of HO-1 mRNA were determined and compared between the 2 groups. Results HO-1 mRNA of low expression group in-creased significantly after the reperfusion. Meanwhile, the HO-1 mRNA of high expression group de-creased. The serum levels of ALT and AST of HO-1 in low expression group were much lower but bile salt concentration higher than those in high expression group. Conclusion HO-1 can be further induced in the liver of HO-1 low expression group during the reperfusion period. The I/R injury in the HO-1 low expression group was less severe than that in high expression group, but the liver function was better. The increase of HO-1 during the transplantation seems better for protecting the liver than the initial HO-1 high expression. Kupffer cells are of the main localization for HO-1 protein in human liver.

Objective To study the technical skill and therapeutic effect of aortic isolation for treating DeBakey Ⅲ dissecting aneurysm.Methods Among 20 cases of DeBakey Ⅲ dissecting aneurysm,7 cases were with DeBakey Ⅲ a and 13 cases were with DeBakey Ⅲb.Imaging examinatin showed that among the 20 cases there were 5 cases with more than two tearings at difreret site.Covered stent was used to close left subclavian artery in 7 cases and distaI aortic isolation of left subclavian artery was conducted in other 13 cases.Restuls All cases were followed up for 3-40 months,finding that 19 cases survived but one case died because of pseudocoele bronchial fistula hemoptysis 18 months later.Conclusions Endovasular covered stent grafts is the simple,safe and effective way to treat dissecting aneurysm.