This is a multicenter, open label, phase II study of everolimus as a second or third line therapy for the treatment of advanced malignant pleural mesothelioma, which will also evaluate Merlin/NF2 loss as a biomarker to predict sensitivity to everolimus. Patients who have disease progression after one or two prior chemotherapy regimens will be eligible. In the first stage of this design, 19 patients will be accrued. If 6 or less patients among the first 19 patients show clinical benefit, then the study will be terminated and declared negative. If 7 or more patients show clinical benefit, than an additional 20 patients will be accrued to the second stage. At the end of the study, if 17 or more patients show clinical benefit out of a total of 39 patients enrolled, the regimen will be considered worthy of further investigation.