Athanasios Litsios1,2†*, Dara Lo1,3†, Arthur Fischbach4†, Helena Friesen1, Alex Daiejavad1,3, Nil Sahin1,3, Myra Paz David Masinas1, Thuy Nguyen11,3, Carles Pons7,8, Jing Hou1, Quaid Morris1,3,5, Thomas Nyström4*, Charles Boone1,3,6*, Brenda J. Andrews1,3*Ŧ
Complex intracellular organization is a defining feature of eukaryotic cells, and the loss of its integrity is a hallmark of aging and disease. We combined high-content time-lapse imaging and machine learning to quantitatively monitor the morphology of 21 subcellular structures in ~70 million live yeast cells, following conditional inhibition of essential genes. We show that perturbation of essential bioprocesses impacts cellular organization in a bioprocess-specific manner, with inhibition of vesicle trafficking causing acute and systemic collapse of subcellular architecture. Local defects in intracellular organization are propagated by cascade effects, most commonly among functionally related structures, which results in the exponential collapse of intracellular organization upon breaches in its integrity. By mapping morphological defects to their impact on higher-order cellular phenotypes, we identify a threshold-dose-response relationship between the loss of intracellular organization and the onset of cell death. We also show that systemic defects in intracellular organization underly morphological changes associated with natural aging.