Dataset Information

Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators.

ABSTRACT: Mass cytometry facilitates high-dimensional, quantitative analysis of the effects of bioactive molecules on human samples at single-cell resolution, but instruments process only one sample at a time. Here we describe mass-tag cellular barcoding (MCB), which increases mass cytometry throughput by using n metal ion tags to multiplex up to 2n samples. We used seven tags to multiplex an entire 96-well plate, and applied MCB to characterize human peripheral blood mononuclear cell (PBMC) signaling dynamics and cell-to-cell communication, signaling variability between PBMCs from eight human donors, and the effects of 27 inhibitors on this system. For each inhibitor, we measured 14 phosphorylation sites in 14 PBMC types at 96 conditions, resulting in 18,816 quantified phosphorylation levels from each multiplexed sample. This high-dimensional, systems-level inquiry allowed analysis across cell-type and signaling space, reclassified inhibitors and revealed off-target effects. High-content, high-throughput screening with MCB should be useful for drug discovery, preclinical testing and mechanistic investigation of human disease.

SUBMITTER: Bodenmiller B

PROVIDER: S-EPMC3627543 | biostudies-literature | 2012 Sep

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators.

Bodenmiller Bernd B Zunder Eli R ER Finck Rachel R Chen Tiffany J TJ Savig Erica S ES Bruggner Robert V RV Simonds Erin F EF Bendall Sean C SC Sachs Karen K Krutzik Peter O PO Nolan Garry P GP

Nature biotechnology 20120901 9

Mass cytometry facilitates high-dimensional, quantitative analysis of the effects of bioactive molecules on human samples at single-cell resolution, but instruments process only one sample at a time. Here we describe mass-tag cellular barcoding (MCB), which increases mass cytometry throughput by using n metal ion tags to multiplex up to 2n samples. We used seven tags to multiplex an entire 96-well plate, and applied MCB to characterize human peripheral blood mononuclear cell (PBMC) signaling dyn ...[more]

PMID: 22902532

Similar Datasets

Project description:In the context of most induced pluripotent stem (iPS) cell reprogramming methods, heterogeneous populations of nonproductive and staggered productive intermediates arise at different reprogramming time points1-11. Despite recent reports claiming substantially increased reprogramming efficiencies using genetically modified donor cells12,13 prospectively isolating distinct reprogramming intermediates remains an important goal to decipher reprogramming mechanisms. Previous attempts to identify surface markers of intermediate cell populations were based on the assumption that during reprogramming the cells progressively lose donor cell identity and gradually acquire iPS cell properties1,2,7,8,10. Here, we report that iPS cell and epithelial markers, such as SSEA1 and EpCAM, respectively, are not predictive of reprogramming during early phases. Instead, in a systematic functional surface marker screen we find that early reprogramming-prone cells express a unique set of surface markers, including CD73, CD49d and CD200 that are absent in fibroblasts and iPS cells. Single cell mass cytometry and prospective isolation show that these distinct intermediates are transient and bridge the gap between donor cell silencing and pluripotency marker acquisition during the early, presumably stochastic reprogramming phase2. Expression profiling revealed that the transcriptional regulators Nr0b1 and Etv5 are specifically expressed in this early reprogramming state, preceding activation of key pluripotency regulators such as Rex1, Dppa2, Nanog and Sox2. Both factors are required for the generation of the early intermediate state and fully reprogrammed iPS cells, and thus mark some of the earliest known regulators of iPS cell induction. Our study shows an ordered sequence of transitions during the earliest steps of iPS cell reprogramming that deconvolutes the first steps in a hierarchical series of events that lead to pluripotency acquisition. Samples for poised (CD73+ or CD49d+) and non-poised (CD73-) reprogramming samples were FACS sorted 6 and 9 days after induction of Klf4, Oct4, Sox2 and cMyc in Rosa-rtTA +/- mouse embryonic fibroblasts (MEFs). 'Total' populations are expression analyses for unsorted populations analyzed at the same time points. Control populations were also sampled: mouse embryonic fibroblasts (MEFs), partially reprogrammed cells (SC4) and mouse embryonic stem cell (ESC).

Dataset Information

Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators.

Publications

Multiplexed mass cytometry profiling of cellular states perturbed by small-molecule regulators.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure