Evidence map›Paper›PMID 37627277›Full record

ArticleBiomolecules2023

A Combination of Conformation-Specific RAF Inhibitors Overcome Drug Resistance Brought about by RAF Overexpression.

Hiroaki Imoto, Nora Rauch, Ashish J Neve, Fahimeh Khorsand, Martina Kreileder, Leonidas G Alexopoulos, Jens Rauch, Mariko Okada, Boris N Kholodenko, Oleksii S Rukhlenko

Open access · goldAbstract read
In one paragraph

Article in Biomolecules, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
1.1field-weighted citation impact, top 22% 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

8 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
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  3. Phase II Trial of Vemurafenib and Sorafenib Combination in AdvancedJournal of immunotherapy and precision oncology · 2026
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  8. Review
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

10 authors at 3 institutions in 4 countries.

Hiroaki ImotoSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.ORCID 0000-0002-6817-642X
Nora RauchSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
Ashish J NeveSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.ORCID 0000-0002-5076-8355
Fahimeh KhorsandSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
Martina KreilederSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
Leonidas G AlexopoulosProtavio Ltd., Demokritos Science Park, 153 43 Athens, Greece.ORCID 0000-0003-0425-166X
Jens RauchSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.ORCID 0000-0002-5120-9547
Mariko OkadaInstitute for Protein Research, Osaka University, Osaka 565-0871, Japan.ORCID 0000-0002-6210-8223
Boris N KholodenkoSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.ORCID 0000-0002-9483-4975
Oleksii S RukhlenkoSystems Biology Ireland, School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland.
University College Dublin · IENational Technical University of Athens · GRProtein Research Foundation · JP

Funding

Multiscale Modeling to Optimize Inhibition of Oncogenic ERK Pathway SignalingR01CA244660 · NCI · YALE UNIVERSITY · PI HLAVACEK, WILLIAM S, KHOLODENKO, BORIS N · 2020 to 2024
$3.4M
NCI NIH HHS R01 CA244660
6 · The paper itself

Abstract

Cancer cells often adapt to targeted therapies, yet the molecular mechanisms underlying adaptive resistance remain only partially understood. Here, we explore a mechanism of RAS/RAF/MEK/ERK (MAPK) pathway reactivation through the upregulation of RAF isoform (RAFs) abundance. Using computational modeling and in vitro experiments, we show that the upregulation of RAFs changes the concentration range of paradoxical pathway activation upon treatment with conformation-specific RAF inhibitors. Additionally, our data indicate that the signaling output upon loss or downregulation of one RAF isoform can be compensated by overexpression of other RAF isoforms. We furthermore demonstrate that, while single RAF inhibitors cannot efficiently inhibit ERK reactivation caused by RAF overexpression, a combination of two structurally distinct RAF inhibitors synergizes to robustly suppress pathway reactivation.

Indexed as

Up-RegulationComputer SimulationDown-RegulationDrug ResistanceMolecular ConformationARAF knockoutMAP KinasesRAF dimerizationRAF inhibitor resistanceRAF isoformsstructure-based mechanistic modeling

Identifiers

PMID37627277
PMCPMC10452107
OpenAlexW4385481458

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.