I have a problem in my data analysis and paper writing.

Some variables (dependents) were not statistically significantly correlated with the independents in the univariate correlation analysis, but were significant in the multiple linear regression analysis.

Thus, can I use the multiple linear regression only without the univariate analysis in the paper to point out the predictive ability of these variables?

Thanks.