No, case-control studies cannot establish causality as a standalone measure.
As observational studies, they can suggest associations between an exposure and a disease, but they cannot prove without a doubt that the exposure causes the disease. In particular, issues arising from timing, research biases like recall bias, and the selection of variables lead to low internal validity and the inability to determine causality.