The detection of single protein molecules1,2 in blood could help identify many new diagnostic protein markers. We report an approach for detecting hundreds to thousands of individual protein molecules simultaneously that enables the detection of very low concentrations of proteins. Proteins are captured on microscopic beads and labeled with an enzyme, such that each bead has either one or zero enzyme-labeled proteins. By isolating these beads in arrays of 50-femtoliter reaction chambers, single proteins can be detected by fluorescence imaging. By singulating molecules in these arrays, ~10–20 enzymes can be detected in 100 μL (~10−19 M). Single molecule enzyme-linked immunosorbent assays (digital ELISA) based on singulation of enzyme labels enabled the detection of clinically-relevant proteins in serum at concentrations (<10−15 M) much lower than conventional ELISA3-5. Digital ELISA detected prostate specific antigen in all tested sera from patients who had undergone radical prostatectomy, down to 14 fg/mL (0.4 fM).

We report a method for combining the detection of single molecules (digital) and an ensemble of molecules (analog) that is capable of detecting enzyme label from 10 −19 M to 10 −13 M, for use in high sensitivity enzyme-linked immunosorbent assays (ELISA). The approach works by capturing proteins on microscopic beads, labeling the proteins with enzymes using a conventional multi-step immunosandwich approach, isolating the beads in an array of 50-femtoliter wells (Single Molecule Array, SiMoA), and detecting bead-associated enzymatic activity using fluorescence imaging. At low concentrations of proteins, when the ratio of enzyme labels to beads is less than ∼1.2, beads carry either zero or low numbers of enzymes, and protein concentration is quantified by counting the presence of "on" or "off" beads (digital regime) 1 . At higher protein concentrations, each bead typically carries multiple enzyme labels, and the average number of enzyme labels present on each bead is quantified from a measure of the average fluorescence intensity (analog regime). Both the digital and analog concentration ranges are quantified by a common unit, namely, average number of enzyme labels per bead (AEB). By combining digital and analog detection of singulated beads, a linear dynamic range of over 6 orders of magnitude to enzyme label was achieved. Using this approach, an immunoassay for prostate specific antigen (PSA) was developed. The combined digital and analog PSA assay provided linear response over approximately four logs of concentration ([PSA] from 8 fg/mL -100 pg/mL or 250 aM -3.3 pM). This approach extends the dynamic range of ELISA from picomolar levels down to subfemtomolar levels in a single measurement.

A number of microtubule-stabilizing agents have demonstrated or predicted potential as anticancer agents, but a detailed structural basis for their mechanism of action is still lacking. We have obtained high-resolution (3.9 – 4.2 Å) cryo-EM reconstructions of microtubules stabilized by the taxane-site binders Taxol and zampanolide, and by peloruside, which targets a distinct, non-taxoid pocket on β-tubulin. We find that each molecule has unique distinct structural effects on the microtubule lattice structure. Peloruside acts primarily at lateral contacts and has an effect on the “seam” of heterologous interactions, enforcing a conformation more similar to that of homologous (i.e. non-seam) contacts by which it regularizes the microtubule lattice. In contrast, binding of either Taxol or zampanolide induces microtubule heterogeneity. In doubly-bound microtubules, peloruside overrides the heterogeneity induced by Taxol-binding. Our structural analysis illustrates distinct mechanisms of these drugs for stabilizing the microtubule lattice, and is of relevance to the possible use of combinations of microtubule-stabilizing agents to regulate microtubules activity and improve therapeutic potential.

Danger patterns on microbes or damaged host cells bind and activate C1, inducing innate immune responses and clearance through the complement cascade. How these patterns trigger complement initiation remains elusive. Here, we present cryo-electron microscopy analyses of C1 bound to monoclonal antibodies in which we observed heterogeneous structures of single and clustered C1-immunoglobulin G1 (IgG1) hexamer complexes. Distinct C1q binding sites are observed on the two Fc-CH2 domains of each IgG molecule. These are consistent with known interactions and also reveal additional interactions, which are supported by functional IgG1-mutant analysis. Upon antibody binding, the C1q arms condense, inducing rearrangements of the C1rs proteases and tilting C1q's cone-shaped stalk. The data suggest that C1r may activate C1s within single, strained C1 complexes or between neighboring C1 complexes on surfaces.

Acetylation of α-tubulin is uniquely located on the microtubule lumen and away from most MAPs. It does not affect microtubule structure and must affect only proteins that bind directly to the lumen. αTAT1 can interact with the tubulin C-termini, which could facilitate access to its luminal site and make it responsive to other modifications.