We consider large random matrices, whose entries can contain non-trivial correlations and possibly different variances, and compute the limiting support of their eigenvalues, as well as the trace of f(X)g(X*) for analytic test functions f and g. We then consider applications to long time asymptotics for systems of critically coupled differential equations with random coefficients.