An integrated enhancement and reconstruction strategy for the quantitative extraction of actin stress fibers from fluorescence micrographs

BACKGROUND

The stress fibers are prominent organization of actin filaments that perform important functions in cellular processes such as migration, polarization, and traction force generation, and whose collective organization reflects the physiological and mechanical activities of the cells. Easily visualized by fluorescence microscopy, the stress fibers are widely used as qualitative descriptors of cell phenotypes. However, due to the complexity of the stress fibers and the presence of other actin-containing cellular features, images of stress fibers are relatively challenging to quantitatively analyze using previously developed approaches, requiring significant user intervention. This poses a challenge for the automation of their detection, segmentation, and quantitative analysis.

RESULT

Here we describe an open-source software package, SFEX (Stress Fiber Extractor), which is geared for efficient enhancement, segmentation, and analysis of actin stress fibers in adherent tissue culture cells. Our method made use of a carefully chosen image filtering technique to enhance filamentous structures, effectively facilitating the detection and segmentation of stress fibers by binary thresholding. We subdivided the skeletons of stress fiber traces into piecewise-linear fragments, and used a set of geometric criteria to reconstruct the stress fiber networks by pairing appropriate fiber fragments. Our strategy enables the trajectory of a majority of stress fibers within the cells to be comprehensively extracted. We also present a method for quantifying the dimensions of the stress fibers using an image gradient-based approach. We determine the optimal parameter space using sensitivity analysis, and demonstrate the utility of our approach by analyzing actin stress fibers in cells cultured on various micropattern substrates.

CONCLUSION

We present an open-source graphically-interfaced computational tool for the extraction and quantification of stress fibers in adherent cells with minimal user input. This facilitates the automated extraction of actin stress fibers from fluorescence images. We highlight their potential uses by analyzing images of cells with shapes constrained by fibronectin micropatterns. The method we reported here could serve as the first step in the detection and characterization of the spatial properties of actin stress fibers to enable further detailed morphological analysis.

ASB2α, an E3 ubiquitin ligase specificity subunit, regulates cell spreading and triggers proteasomal degradation of filamins by targeting the filamin calponin homology 1 domain

Filamins are actin-binding and cross-linking proteins that organize the actin cytoskeleton and anchor transmembrane proteins to the cytoskeleton and scaffold signaling pathways. During hematopoietic cell differentiation, transient expression of ASB2α, the specificity subunit of an E3-ubiquitin ligase complex, triggers acute proteasomal degradation of filamins. This led to the proposal that ASB2α regulates hematopoietic cell differentiation by modulating cell adhesion, spreading, and actin remodeling through targeted degradation of filamins. Here, we show that the calponin homology domain 1 (CH1), within the filamin A (FLNa) actin-binding domain, is the minimal fragment sufficient for ASB2α-mediated degradation. Combining an in-depth flow cytometry analysis with mutagenesis of lysine residues within CH1, we find that arginine substitution at each of a cluster of three lysines (Lys-42, Lys-43, and Lys-135) renders FLNa resistant to ASB2α-mediated degradation without altering ASB2α binding. These lysines lie within previously predicted actin-binding sites, and the ASB2α-resistant filamin mutant is defective in targeting to F-actin-rich structures in cells. However, by swapping CH1 with that of α-actinin1, which is resistant to ASB2α-mediated degradation, we generated an ASB2α-resistant chimeric FLNa with normal subcellular localization. Notably, this chimera fully rescues the impaired cell spreading induced by ASB2α expression. Our data therefore reveal ubiquitin acceptor sites in FLNa and establish that ASB2α-mediated effects on cell spreading are due to loss of filamins.