Anchorage-independent growth of cells in soft agar is one of the hallmark characteristics of cellular transformation and uncontrolled cell growth. It may be considered as one of the most stringent assays for detecting malignant transformation of cells. Here, we describe a retroviral infection of a library of small secretory proteins and the use of the soft agar assay to obtain and study novel interacting protein combinations that cause cell transformation.