Combining Isoprenoid Probes with Antibody Markers for Mass Cytometric Analysis of Prenylation in Single Cells.

Protein prenylation is an essential post-translational modification that plays a key role in facilitating protein localization. Aberrations in protein prenylation have been indicated in multiple disease pathologies including progeria, some forms of cancer, and Alzheimer's disease. While there are single-cell methods to study prenylation, these methods cannot simultaneously assess prenylation and other cellular changes in the complex cell environment. Here, we report a novel method to monitor, at the single-cell level, prenylation and expression of autophagy markers. An isoprenoid analogue containing a terminal alkyne, substrate of prenylation enzymes, was metabolically incorporated into cells in culture. Treatment with a terbium reporter containing an azide functional group, followed by copper-catalyzed azide-alkyne cycloaddition, covalently attached terbium ions to prenylated proteins within cells. In addition, simultaneous treatment with a holmium-containing analogue of the reporter, without an azide functional group, was used to correct for non-specific retention at the single-cell level. This procedure was compatible with other mass cytometric sample preparation steps that use metal-tagged antibodies. We demonstrate that this method reports changes in levels of prenylation in competitive and inhibitor assays, while tracking autophagy molecular markers with metal-tagged antibodies. The method reported here makes it possible to track prenylation along with other molecular pathways in single cells of complex systems, which is essential to elucidate the role of this post-translational modification in disease, cell response to pharmacological treatments, and aging.

Nonspecific Binding Correction for Single-Cell Mass Cytometric Analysis of Autophagy and Myoblast Differentiation.

Satellite cells provide regenerative capacity to the skeletal muscle after injury. In this process, termed myogenesis, satellite cells get activated, proliferate, and differentiate. Myogenesis is recapitulated in the tissue culture of myoblasts that differentiate by fusion and then by the formation of myotubes. Autophagy plays an important role in myogenesis, but the asynchronous and unique trajectory of differentiation of each myoblast along the myogenic lineage complicates teasing apart at what stages of differentiation autophagy plays a critical role. In this report, we describe a mass cytometric, multidimensional, individual cell analysis of differentiating myoblasts that characterizes autophagy flux (i.e., autophagy rate) at separate myogenesis stages. Because mass cytometry uses a set of lanthanide-tagged antibodies, each being specific for a desired molecular target, quantification of each molecular target could be exaggerated by nonspecific binding of its respective antibody to other nontarget cellular regions. In this report, we used lanthanide-tagged isotypes, which allowed for correction for nonspecific binding at the single-cell level. Using this approach, myoblasts were phenotypically identified by their position in the myogenic lineage, simultaneously with the quantification of autophagic flux in each identified subset. We found that generally autophagy flux is upregulated specifically during myoblast fusion and declines in myotubes. We also observed that mitophagy (i.e., selective autophagic degradation of mitochondria) is also active after myotube formation. The ability to track different types of autophagy is another feature of this methodology, which could be key to expand the current understanding of autophagy regulation in regenerating the skeletal muscle.

Quantifying Heterogeneity of Individual Organelles in Mixed Populations via Mass Cytometry.

Macroautophagy is a complex degradative intracellular process by which long-lived proteins and damaged organelles are cleared. Common methods for the analysis of autophagy are bulk measurements which mask organelle heterogeneity and complicate the analysis of interorganelle association and trafficking. Thus, methods for individual organelle quantification are needed to address these deficiencies. Current techniques for quantifying individual autophagy organelles are either low through-put or are dimensionally limited. We make use of the multiparametric capability of mass cytometry to investigate phenotypic heterogeneity in autophagy-related organelle types that have been isolated from murine brain, liver, and skeletal muscle. Detection and phenotypic classification of individual organelles were accomplished through the use of a lanthanide-chelating membrane stain and organelle-specific antibodies. Posthoc sample matrix background correction and nonspecific antibody binding corrections provide measures of interorganelle associations and heterogeneity. This is the first demonstration of multiparametric individual organelle analysis via mass cytometry. The method described here illustrates the potential for further investigation of the inherently complex interorganelle associations, trafficking, and heterogeneity present in most eukaryotic biological systems.