Correlation and you may regression study

We https://datingranking.net/spotted-review/ performed correlation analysis in each treatment modality group comparing the ISVs with the biodosimetric values measured at different time points. After Benjamini–Hochberg correction of multiple testing we found that 9 months after LDR therapy the chromosome aberration values (dicentrics + rings, chromatid deletions, total aberration and aberrant cell values) correlated positively and significantly with the largest ISVs, namely V_1%, V_1Gy. The correlations were weak, between 0.37 and 0.45 (Table 2). In HDR therapy, 3 months after radiotherapy dicentric plus rings correlated positively and weakly with most ISVs (Table 3). Aberrant cell number correlated with V_150% at this time point as well (Spearman correlation coefficient 0.41). We found no correlations in any other time points of the follow-up. In the EBRT treatment group, the ISVs showed significant positive correlations with various chromosome aberrations directly after the radiotherapy, at the 3rd, 6th and at the 12th month. The aberrations which correlated with the most ISVs are shown in Table 4. Furthermore, the Spearman correlation coefficient for V_10Gy are 0.52 and 0.51 for dicentrics + rings and aberrant cells at 3 months, respectively. The frequency of chromatid breaks and aberrant cells correlated with V_10Gy (Spearman correlation coefficient 0.50 and 0.56) and aberrant cell number with V_10% (0.49) at 6 months. Total aberrations (0.48) and aberrant cell number (0.43) showed correlation with V_10Gy at 12 months.

Univariate regression analysis was performed to explain the variance of chromosome aberrations by variables of ISVs. Multiple regression cannot be used, because of the high collinearity of the variables. We sumini–Hochberg correction in Tables 4 and 5. In case of LDR therapy, we found, that none of the ISVs were significant predictors of chromosome aberrations (p > 0.2 R 2 < 6.4% at the ninth month after therapy). However, at the third month after HDR the predictive value (R 2 ) varied between 26.0 and 31.7, the best predictor being V_100% (p = 0.004, R 2 = 31.7%) (Table 5). We also found significant regression models 12 months after the HDR irradiation, where we received no significant correlations. The R 2 ranged between 15.5% and 20.5% and the concerned aberrations were chromatid breaks, total aberrations and aberrant cell values (Table 5). After EBRT, the data of the regression models of time-points directly after radiotherapy and 9 months later are shown in Table 6. Furthermore, we also found significant regression models at 6 months after the therapy (V_10% and chromatid deletions: R 2 = 19.5) and 12 months after the therapy (dicentrics and rings with V_1% and V_1Gy, R 2 = 20.1 and 18.7, respectively). On the other hand, less regression relation was found than with rank correlation. R 2 was between 17.3 and 49.4%, the highest value was calculated for the relationship of V_10% and the total aberrations 9 months after the therapy.

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Brachytherapy, particularly LDR treatment therapy is very hard to model in the cell cultures as dosage birth out of LDR treatment persists as much as 12 months. In addition, the various distances on the several supply together with effectation of the fresh new circulation are difficult to replicate when you look at the within the vitro standards. Even though the routine knowledge of the fresh new statutes out of radiobiology is additionally recognized inside situation, new summarised impact of multiple different facets-energy, dosage speed, procedures day, irradiated frequency-to the chromosome aberrations is actually unknown. Inside our data, we compared this new physiological effect of the different radiation therapy methods out-of prostate cancers medication toward mobile level, having fun with lymphocytes originate from this new circulation. With this design, therefore, we could exclude brand new bias effect of the different irradiated quantities.