Multisite assessment of reproducibility in high-content cell migration imaging data.

High-content image-based cell phenotyping provides fundamental insights into a broad variety of life science disciplines. Striving for accurate conclusions and meaningful impact demands high reproducibility standards, with particular relevance for high-quality open-access data sharing and meta-analysis. However, the sources and degree of biological and technical variability, and thus the reproducibility and usefulness of meta-analysis of results from live-cell microscopy, have not been systematically investigated. Here, using high-content data describing features of cell migration and morphology, we determine the sources of variability across different scales, including between laboratories, persons, experiments, technical repeats, cells, and time points. Significant technical variability occurred between laboratories and, to lesser extent, between persons, providing low value to direct meta-analysis on the data from different laboratories. However, batch effect removal markedly improved the possibility to combine image-based datasets of perturbation experiments. Thus, reproducible quantitative high-content cell image analysis of perturbation effects and meta-analysis depend on standardized procedures combined with batch correction.

Modulation of Orai1 by cationic peptides triggers their direct cytosolic uptake.

At concentrations exceeding 10 µM, arginine-rich cell-penetrating peptides (CPPs) trigger a rapid cytoplasmic import that involves activation of acid sphingomyelinase (ASMase). ASMase activation occurs through a variety of stress signals and has also been related to the reorganization of membrane microdomains during entry of pathogens. However, in none of these cases has the initial trigger for ASMase activation been established on a molecular level. We here show that rapid cytosolic CPP import depends upon an increase in intracellular calcium, likely caused by modulation of the Orai1 calcium channel. At low peptide concentration, cytoplasmic import could be induced by thapsigargin, a known activator of Orai1. Compounds known to block Orai1 inhibited rapid uptake. Peptide-mediated modulation of Orai1 involved cell surface sialic acids as inhibition of sialylation as well as chemical blocking of sialic acids reduced rapid cytoplasmic uptake, which could be reconstituted by thapsigargin. These results establish a link between the known propensity of arginine-rich CPPs to interact with the glycocalyx and calcium influx as the initial step triggering direct cytosolic peptide uptake.

KIF13A-regulated RhoB plasma membrane localization governs membrane blebbing and blebby amoeboid cell migration.

Membrane blebbing-dependent (blebby) amoeboid migration can be employed by lymphoid and cancer cells to invade 3D-environments. Here, we reveal a mechanism by which the small GTPase RhoB controls membrane blebbing and blebby amoeboid migration. Interestingly, while all three Rho isoforms (RhoA, RhoB and RhoC) regulated amoeboid migration, each controlled motility in a distinct manner. In particular, RhoB depletion blocked membrane blebbing in ALL (acute lymphoblastic leukaemia), melanoma and lung cancer cells as well as ALL cell amoeboid migration in 3D-collagen, while RhoB overexpression enhanced blebbing and 3D-collagen migration in a manner dependent on its plasma membrane localization and down-stream effectors ROCK and Myosin II RhoB localization was controlled by endosomal trafficking, being internalized via Rab5 vesicles and then trafficked either to late endosomes/lysosomes or to Rab11-positive recycling endosomes, as regulated by KIF13A. Importantly, KIF13A depletion not only inhibited RhoB plasma membrane localization, but also cell membrane blebbing and 3D-migration of ALL cells. In conclusion, KIF13A-mediated endosomal trafficking modulates RhoB plasma membrane localization to control membrane blebbing and blebby amoeboid migration.