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1.
Chinese Journal of Forensic Medicine ; (6): 623-627,632, 2023.
Article in Chinese | WPRIM | ID: wpr-1024024

ABSTRACT

Objective The Kellinghaus grading method was used to manually read and grade the thin-layer CT of sternal end of clavicle,and a variety of traditional statistical methods as well as machine learning methods were used to construct age estimation models for adolescents and adults in early adulthood,to explore the value of the application of machine learning technology in the study of age estimation of the Han Chinese population in Sichuan.Methods Thin-section CT images of the chest were retrospectively collected from 491 individuals aged 10~30 years,and the collected samples were assigned a reading grade with reference to the Kellinghaus grading method.10%of the xases were randomly selected as the test set,and the remaining data were used as the training set to construct a variety of traditional statistical regression models and machine learning models for estimating the age of adolescents and adults in early adulthood,and the performance of the models was evaluated by using the mean absolute error(MAE).Results The statistical regression model with the best efficacy was the cubic regression model,with an MAE value of 1.34 for males and 1.57 for females;of the three machine learning models,the Random Forest model had the best predictive efficacy for males,with an MAE value of 1.39,and the Support Vector model had the best predictive efficacy for females,with an MAE value of 1.51.Conclusion In the construction of age estimation models for sternal end of clavicle,the machine learning model has a certain improvement in the accuracy of age prediction,but there is no obvious advantage compared with the traditional statistical regression model,and the use of the machine learning method in age estimation based on sternal end of clavicle still needs further exploration.

2.
Article in Chinese | WPRIM | ID: wpr-411271

ABSTRACT

Purpose To study the reversal effect on multidrug resistance (MDR) by TNF-α gene combined with verapamil (VRP) or tamoxifen (TAM). Methods By using recombinant retrovirus vector, TNF-α gene was transfected into multidrug-resistant human breast cancer cell line MCF7/ADR. The TNF-α secreting cell clone MCF7/ADR-TNF was obtained by G418 screening. The integrating and secreting of TNF-α were analyzed by PCR and ELISA. MTT assay and formula"I = d/D1 + d/D2" were used to evaluate the reversal effect of multidmg resistance with TNF-α gene combined with verapamil or tamoxifen. ResultsThe level of TNF-α secreted by MCF7/ADR-TNF was 1 737 pg/ml (106cells/48 h). Compared with control,the resistance to ADR of MCF7/ADR-TNF was reversed by 1.6 times. The reversal effect produced by combination of TNF-α gene and VRP was antagonistic. The combination of TNF-α gene and TAM produced synergic effect (interaction index I = 0.64). ConclusionsTNF-α gene combined with TAM has synergic effect on reversing MDR.

3.
Article in Chinese | WPRIM | ID: wpr-581611

ABSTRACT

Retroviral vector was used to introduce the interleukin - 2 (IL -2) gene into H22 cells, a BALB/c mouse hepatoma cell line. The IL-2 gene and marker gene (NeoR) were assessed by using PCR and RT-PCR methods. FACS analysis demonstrated that the cells with low DNA content in IL-2 gene modified H22 cells were more than these in control H22 cells. Electron microscopic morphological structure showed that some cells in IL-2 gene modified H22 went into apoptotic cell death. The study demonstrated that apoptotic cell death of H22 - IL-2 cells was induced by the IL-2 gene modification. It may be one of mechanisms of decreased tumorigenicity of IL - 2 gene modified tumor cells.

4.
Article in Chinese | WPRIM | ID: wpr-581775

ABSTRACT

We compared the ability of tumorigenicity of TNF-? gene-modified and unmodified H22 tumor cells, and therapeutic functions of the irradiated cells. Results indicated that H22-TNF-? cells were less tumorigenic as compared to H22 and H22-LXSN cells. In case of treatment groups, injected with irradiated tumor vaccine in 3 or 6 days after inoculation of H22 cells, the tumor growth was suppressed.

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