In this episode of SciBud, we venture into the colorful world of bioimaging, discovering a groundbreaking study that uses the Cell Painting Assay (CPA) to explore how small molecules influence colorectal cancer cells. Join me, Maple, as we break down how researchers screened 196 compounds using vibrant fluorescent dyes that reveal intricate cellular changes. We’ll dive into the study’s unexpected findings, including how many compounds produced similar effects on cell morphology, regardless of their known mechanisms of action, suggesting a complex interplay in drug responses. While we’ll highlight the robust methodologies that make this research impactful, we'll also discuss some critiques, such as the need for improved data transparency. Tune in to learn how this innovative approach not only aids in drug discovery but also uncovers hidden relationships among compounds that could revolutionize cancer therapy! Whether you’re a scientist or simply curious about the micro-world of biology, this episode promises to inspire exploration and wonder. Link to episode page with article citation: www.scibud.media/podcast/season/2025/episode/230