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Objective:To analyze the influencing factors, prevention and treatment strategy of short-term poor prognosis of continuous lumbar cistern external drainage after aneurysms subarachnoid hemorrhage (aSAH).Methods:Used retrospective research method, the clinical data of 300 patients with aSAH combined with continuous lumbar cistern external drainage treated in Sanya Central Hospital (Hainan Third People′s Hospital) from March 2019 to March 2021 were selected as the training set. In addition, the clinical data of 144 patients with aSAH with continuous lumbar cistern external drainage treated in Sanya Central Hospital (Hainan Third People′s Hospital) from March 2017 to May 2019 were selected as the verification set. According to the results of postoperative follow-up, the patients in the training set were divided into two groups: good prognosis group ( n=208) and poor prognosis group ( n=92). The demographic characteristics, past history, Hunt-Hess grade, modified Fisher grade, location of responsible aneurysm, postoperative complications, bone flap decompression and lumbar cistern drainage were compared between the two groups. The independent risk factors for prognosis of aSAH patients undergoing continuous lumbar cistern external drainage were screened by Cox proportional hazard regression model, and these factors were included and XGboost model was established. The prediction model was validated internally and externally in the training set and verification set: AUROC(C-index) was used to verify the model differentiation; GiViTI calibration band and Hosmer-Lemeshow test were used to verify the model calibration; DCA curve was used to verify the clinical validity of the model. Results:Hunt-Hess grade, modified Fisher grade, drainage duration, average daily drainage volume, shunt-dependent hydrocephalus, aneurysm rebleeding, cerebral vasospasm and delayed cerebral ischemia were independent risk factors for poor prognosis in patients with aSAH who underwent continuous lumbar cistern external drainage( P<0.05). The XGboost model was successfully established by incorporating the above independent risk factors, and the internal and external verification of the XGboost model was carried out in the training set and verification set, respectively, the area under the curve of receiver operating characteristic was 0.882(95% CI: 0.820-0.955) and 0.878(95% CI: 0.774-0.928) respectively, and the model differentiation was good; the 80%-90% confidence interval of the GiViTI calibration curve did not cross the 45° angle bisector ( P>0.05). In the Hosmer-Lemeshow goodness-of-fit test, the P value were 0.581 and 0.716, respectively. The threshold probability value in the DCA curve was 30.4%. The clinical net benefit rate of the training set and verification set were 31% and 34%, respectively, indicating that the prediction model was clinically effective. Conclusions:The independent risk factors for poor prognosis of aSAH patients undergoing continuous lumbar cistern drainage are Hunt-Hess grade, modified Fisher grade, cerebral vasospasm, delayed cerebral ischemia and shunt-dependent hydrocephalus. The XGboost model constructed in this study can effectively predict the prognosis of patients with aSAH undergoing continuous lumbar cistern drainage, and provide reference for the formulation of follow-up treatment plans.
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Objective To establish a mouse model of lymph node metastasis of breast cancer cells by luciferase imaging assay,to monitor early process of lymph node metastasis,and to evaluate the effect of X-ray radiation therapy on tumor.Methods The mouse mammary cancer cell line 4T1-Luc expressing luciferase was inoculated subcutaneously into the paw pad of nude mice to establish a model of subcutaneous lymph node metastasis.The lymph node metastasis in nude mice was continuously observed by in vivo fluorescence imaging system,and the nude mice with early lymph node metastasis of breast cancer cells were divided into control group and treatment group randomly.The radiotherapy effect was observed by in vivo fluorescence imaging system and evaluated by the pathological changes of HE staining of tumor tissue.Results A mouse lymph node metastasis model of breast cancer cells was successfully established,and the volume of primary tumor in paw correlated with the fluorescence photon number positively (r =0.958,P ＜ 0.001).On the twenty-fourth day after inoculation,the fluorescence photon number in pad tumor and popliteal fossa tumor of treatment group were significantly decreased in comparison with the control group (t =32.58,P ＜ 0.05),and the inhibition ratio of radiotherapy on tumor growth approached to 85 ％.HE staining showed that the apoptosis and necrosis in irradiated tumor was obviously higher than that in control group.Conclusions Bioluminescence imaging technique can be used to evaluate the effect of X-ray on breast cancer suppression and lymph node metastasis in mice.
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ObjectiveToinvestigatetheroleofimmuneinflammatoryreactionintheformationof intracranial aneurysm. Methods The intracranial aneurysms in 40 patients of craniotomy ( intracranial aneurysm group) and the vascular specimens in 20 craniotomy patients w ith traumatic brain injury (control group) w ere col ected. Fluorescence quantitative polymerase chain reaction w as used to detect the expression of interleukin (IL)-17 receptor in the arterial w al . Flow cytometry w as used to detect the Th-17 cel s in peripheral blood. Enzyme-linked immunosorbent assay w as used to measure the levels of IL-17, IL-6 in the arterial w al and tumor necrosis factor-α( TNF-α) in peripheral blood. Results There w ere no significant differences in the age (62.6 ±8.7 years vs.61.4 ±7.9 years;t=0.342;P=0.681), proportions of male (60.0%vs.65.0%; χ2 =0.246, P=0.434), hypertension ( 12.5%vs.10.0%; χ2 =0.315, P=0.492), diabetes (75.0%vs.10.0%; χ2 =0.284, P=0.482), and smoking (35.5%vs.30.0%; χ2 =0.224, P=0.413) betw een the intracranial aneurysms group and the control group. The expression of IL -17 receptor in the arterial w al (0.106 ±0.032 vs.0.264 ±0.071; t=5.115, P=0.001) and the proportion of Th17 cels in peripheral blood (2.75%±0.53%vs.7.18%±1.54%; t=8.436, P<0.001) and IL-17 level ( 7.32 ±1.82 μg/L vs.22.64 ±4.51 μg/L; t= 8.357, P< 0.001 ) in the control group w ere significantly low er than those in the intracranial aneurysm group. The levels of IL-6 (1.15 ±0.24 μg/L vs. 19.64 ±4.16 μg/L; t=9.527, P<0.001) and TNF-α(1.43 ±0.31 μg/L vs.26.17 ±4.32 μg/L; t=9.816, P<0.001) in the arterial wal in the control group were significantly lower than those in the intracranial aneurysm group. Conclusions The expression of IL-17 receptor in the arterial w al , the proportion of the Th17 cels and IL-17 level in peripheral blood were increased in patients with intracranial aneurysms. Immune inflammation may be involved in the formation of intracranial aneurysm.
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Objective To analyze the expression of Yes-associated protein and risk factors in differentiated thyroid carcinoma. Methods Clinical data of 152 patients with differentiated thyroid carcinoma and 27 cases of benign thyroid tumor from Changji Hui Autonomous Prefecture People’s Hospital of Xinjiang, were analyzed retrospectively. According to the expression levels of Yes-associated protein in differentiated thyroid cancer and benign thyroid tumor, univariate Chi-square test and multivariate Logistic regression methods were used to analyze the relationship between Yes-associated protein and gender, age, thyroid stimulating hormone(TSH) level, nodule size, capsule integrity, histological type and lymph node metastasis, in order to find out risk factors in differentiated thyroid cancer. Results The positive rate of expressed Yes-associated protein in benign thyroid tumor group was 66.7%(18/27), which was significantly higher than 31.58%(48/152) of differentiated thyroid cancer group, and the difference was statistically significant(χ2=12.127, P0.05); TSH level, nodule size, capsule integrity, lymph node metastasis had an impact on the expression of Yes-associated protein which was down regulated (χ2=4.020, 8.424, 4.386, 6.673, P0.05); TSH levels above 4.5 mU/L, lymph node metastasis and envelope incomplete were risk factors that down regulated the expression of Yes-associated protein (OR=2.167, 2.665, 3.048, all P<0.05). Conclusion Yes-associated protein is down regulated in differentiated thyroid cancer. Elevated TSH levels , incomplete capsule and lymph node metastasis are risk factors of Yes-associated protein down expression and differentiated thyroid cancer.