Radiomics models based on gadolinium-ethoxybenzyl-diethylenetriamine pentaacetic acid enhanced hepatobiliary phase MRI for assessing clinical pathological stage of hepatic fibrosis / 中国介入影像与治疗学

Objective To observe the value of radiomics models based on gadolinium ethoxybenzyl diethylenetriamine pentaacetic acid(Gd-EOB-DTPA)enhanced hepatobiliary phase(HBP)MRI for assessing clinical pathological stage of hepatic fibrosis(HF).Methods Data of 240 patients with pathologically/clinically diagnosed and clinical pathological staged HF who underwent Gd-EOB-DTPA enhanced MR examination were retrospectively analyzed.The liver-to-muscle signal intensity ratio(SIR1)and liver-to-spleen signal intensity ratio(SIR2)were measured based on HBP images.Radiomics features of HBP images were extracted and screened to construct radiomics models.The signal intensity ratio(SIR)-radiomics combined models were constructed based on SIR and radiomics signatures.Receiver operating characteristic(ROC)curves were drawn to evaluate the efficacy of each model for assessing clinical pathological stage of HF.Results The area under the curve(AUC)of SIR1 and SIR2 models for assessing clinical pathological stage of HF were 0.63-0.70 and 0.65-0.71,respectively.The most effective radiomics model for assessing HF,significant HF,advanced HF and early cirrhosis was support vector machine(SVM),SVM,light gradient boosting machine and K-nearest neighbor model,respectively,with the AUC in validation set of 0.87,0.82,0.81 and 0.80,respectively,while the AUC of SIR-radiomics combined models in validation set of 0.88,0.82,0.82 and 0.81,respectively.Conclusion The radiomics models based on Gd-EOB-DTPA enhanced HBP MRI were helpful for assessing clinical pathological stage of HF.Combining with HBP SIR could improve their efficacy.

Correlation between endothelin receptor type A gene polymorphism and sporadic intracranial aneurysms / 南方医科大学学报

<p><b>OBJECTIVE</b>To investigate the relationship between the 3 polymorphic loci of endothelin receptor type A (EDNRA) gene and intracranial aneurysms.</p><p><b>METHODS</b>Three EDNRA gene polymorphisms (rs5335, rs6842241, and rs6841581) were genotyped using polymerase chain reaction-restriction fragment length polymorphism analysis. The genotype and allele frequencies were calculated in the patients and the control group to analyze the association between the gene and the size of aneurysms.</p><p><b>RESULTS</b>No significant difference was found in the distribution of the EDNRA gene genotypes or allele frequencies between the patients and the control subjects. Only GG genotype of rs6841581 was found to significantly correlate with the size of aneurysms.</p><p><b>CONCLUSION</b>EDNRA gene rs6841581 has significant associations with the size of intracranial aneurysms, indicating a possible role of EDNRA in the genetic mechanisms of intracranial aneurysms and subarachnoid hemorrhage.</p>

Association of G-894T and T-786C polymorphisms of endothelial nitric oxide synthase gene with sporadic intracranial aneurysms / 南方医科大学学报

<p><b>OBJECTIVE</b>To investigate the relationship between 2 polymorphic loci (G-894T and T-786C) of endothelial nitric oxide synthase (eNOS) gene and sporadic intracranial aneurysms.</p><p><b>METHODS</b>Two eNOS gene polymorphisms at G-894T and T-786C were genotyped using polymerase chain reaction-restriction fragment length polymorphism analysis. The genotype and allele frequencies were calculated for the patients and the control group and the association between the gene polymorphisms and the size of aneurysms was analyzed.</p><p><b>RESULTS</b>Significant differences were found in the genotype distribution for eNOS G-894T polymorphism between the patient and control groups. The GG genotype was associated with a higher risk of intracranial aneurysm than GT+TT genotype (OR:1.897, 95%CI: 1.023-3.519, P=0.04). The patients with intracranial aneurysms had a significantly higher eNOS T-786C C allele frequency than the control group. The C allele was associated with a higher risk of intracranial aneurysm than T allele (OR: 2.116, 95%CI: 1.073-4.151, P=0.030). No significant association was found between the eNOS polymorphisms and the size of aneurysms.</p><p><b>CONCLUSION</b>eNOS gene may be involved in the occurrence and development of intracranial aneurysms.</p>

Relationship between the lymphotoxin A gene polymorphism and complicating osteoporosis in patients with chronic obstructive pulmonary disease / 解放军医学杂志

0.05). Conclusion It seems that LTA gene polymorphism has no significant correlation with the risk of osteoporosis in patients suffering from COPD.