Evidence map›Paper›PMID 27768850›Full record

ArticleACS nano2017

Probing the Heterogeneity of Protein Kinase Activation in Cells by Super-resolution Microscopy.

Ruobing Zhang, Gilbert O Fruhwirth, Oana Coban, James E Barrett, Thomas Burgoyne, Sang Hak Lee, Paul Dennis Simonson, Murat Baday, Boris N Kholodenko, Clare E Futter and 2 more

Open access · hybridAbstract read
In one paragraph

Article in ACS nano, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
4.5field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 16 citations in OpenAlex.

  1. Review
  2. Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 3 institutions in 2 countries.

Ruobing Zhang
Gilbert O FruhwirthR. Dimbleby Department of Cancer Research, Randall Division of Cell and Molecular Biophysics, Division of Cancer Studies, King's College London , Guy's Campus New Hunt's House, London SE1 1UL, U.K.
Oana CobanR. Dimbleby Department of Cancer Research, Randall Division of Cell and Molecular Biophysics, Division of Cancer Studies, King's College London , Guy's Campus New Hunt's House, London SE1 1UL, U.K.
James E BarrettDepartment of Mathematics, King's College London , 25 Gordon Street, London WC2R 2LS, U.K.
Thomas BurgoyneUCL Institute of Ophthalmology , 11-43 Bath Street, London EC1 V 9EL, U.K.
Sang Hak Lee
Paul Dennis Simonson
Murat Baday
Boris N KholodenkoSystems Biology Ireland, Conway Institute of Biomolecular & Biomedical Research, School of Medicine and Medical Science, University College Dublin , Belfield, Dublin 4, Ireland.
Clare E FutterUCL Institute of Ophthalmology , 11-43 Bath Street, London EC1 V 9EL, U.K.
Tony NgR. Dimbleby Department of Cancer Research, Randall Division of Cell and Molecular Biophysics, Division of Cancer Studies, King's College London , Guy's Campus New Hunt's House, London SE1 1UL, U.K.
Paul R Selvin
University of Illinois Urbana-Champaign · USHarvard University · USUniversity College Dublin · IE

Funding

Measuring the Opening of the Mechanosensitive Channel through smFRET & MolecularR01GM108578 · NIGMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI SELVIN, PAUL R · 2014 to 2017
$1.2M
Biotechnology and Biological Sciences Research CouncilCancer Research UK 16463Department of HealthMedical Research Council MR/P010091/1NIGMS NIH HHS R01 GM108578Wellcome Trust 093445
6 · The paper itself

Abstract

Heterogeneity of mitogen-activated protein kinase (MAPK) activation in genetically identical cells, which occurs in response to epidermal growth factor receptor (EGFR) signaling, remains poorly understood. MAPK cascades integrate signals emanating from different EGFR spatial locations, including the plasma membrane and endocytic compartment. We previously hypothesized that in EGF-stimulated cells the MAPK phosphorylation (pMAPK) level and activity are largely determined by the spatial organization of the EGFR clusters within the cell. For experimental testing of this hypothesis, we used super-resolution microscopy to define EGFR clusters by receptor numbers (N) and average intracluster distances (d). From these data, we predicted the extent of pMAPK with 85% accuracy on a cell-to-cell basis with control data returning 54% accuracy (P < 0.001). For comparison, the prediction accuracy was only 61% (P = 0.382) when the diffraction-limited averaged fluorescence intensity/cluster was used. Large clusters (N ≥ 3) with d > 50 nm were most predictive for pMAPK level in cells. Electron microscopy revealed that these large clusters were primarily localized to the limiting membrane of multivesicular bodies (MVB). Many tighter packed dimers/multimers (d < 50 nm) were found on intraluminal vesicles within MVBs, where they were unlikely to activate MAPK because of the physical separation. Our results suggest that cell-to-cell differences in N and d contain crucial information to predict EGFR-activated cellular pMAPK levels and explain pMAPK heterogeneity in isogenic cells.

Indexed as

Cell Line, TumorErbB ReceptorsHumansLinear ModelsMicroscopy, ConfocalMicroscopy, Electron, TransmissionMicroscopy, FluorescenceMitogen-Activated Protein KinasesMolecular ProbesQuantum DotsErbB ReceptorsMitogen-Activated Protein KinasesMolecular ProbesBayesian modelingcell-to-cell heterogeneityEGFRMAPKsuper-resolution microscopy

Identifiers

PMID27768850
PMCPMC5269639
OpenAlexW2532428433

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.