PROJECT SUMMARY/ABSTRACT Patients with advanced cancers often develop malignant pleural effusions (MPEs), a collection of fluid that develops between the surface of the lung and the chest wall that contains malignant tumor cells and benign inflammatory cells. In many cases, percutaneous or transbronchial tissue biopsies may be pauci-cellular or difficult to obtain, thus MPEs may be the only specimen available for pathologic evaluation and molecular testing. Thoracentesis removes this fluid, alleviating symptoms and also providing diagnostic material that can be used for downstream molecular analysis. In current clinical practice, the thoracentesis fluid is typically centrifuged and the cell-rich pellet is used to generate a formalin fixed paraffin embedded (FFPE) cell pellet that is subsequently used to make a hematoxylin & eosin (H&E) stained slide for diagnosis along with additional unstained slides for ancillary studies. Recent studies have highlighted the fact that pleural fluid samples often contain abundant cell- free DNA (cfDNA) within the supernatant fraction and this may represent an alternative source of DNA for molecular testing. Similar to cfDNA isolated from plasma, cfDNA isolated from MPEs could in theory circumvent the problem of intra-tumoral heterogeneity and tissue accessibility while at the same time obviate the time needed to create a cell block and reduce/eliminate the labor-intensive steps of scraping and extracting DNA from unstained slides. Despite its promise, there are no established guidelines for the collection, storage, processing, and molecular testing of cfDNA isolated from MPEs. Our proposal systematically tests several preanalytical variables as well as directly compares three different cfDNA isolation techniques to identify the best practices for processing cfDNA from MPEs. We predict that optimization and harmonization of the these preanalytical steps will lead to reduced false negative results, increased reproducibility, improved efficiency, and reduced turn- around-time in the testing of MPEs. We will leverage our collective expertise in cytopathology, molecular pathology, and test validation to develop standard operating procedures that can be easily adapted into existing clinical workflows. Finally, we will validate these pre-analytical protocols using a CLIA/CAP certified multi-gene sequencing assay.