MANOVA assumes that the independent variables are categorical and the dependent variables are continuous. As far as I can see, you should be able to build a MANOVA model with your data. This post explains the basic syntax of such a model in R:
I have a 15 item dichotomous questionnaire. What SPSS analysis can I use to check for an significant differences between male and female responses? Please assist.