The purpose of this study is to determine the highest dose of CXD101 (a novel histone deacetylase inhibitor) that can be safely administered to patients with advanced tumours. The study will also investigate the use of HR23B expression in tumour as a biomarker of response to treatment with CXD101. Patients with solid tumours, lymphoma and myeloma can be considered for this study.