Evidence map›Paper›PMID 41622678›Full record

ArticleBiophysical journal2026

G12 mutations rewire allosteric communication at the Ras-RalGDS interface.

Emir Demirbas, Hyunbum Jang, Kayra Kosoglu, Ruth Nussinov, Attila Gursoy, Ozlem Keskin

Abstract read
In one paragraph

Article in Biophysical journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Emir DemirbasDepartment of Chemical and Biological Engineering, Koc University, Istanbul, Turkey.
Hyunbum JangComputational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Cancer Innovation Laboratory, National Cancer Institute, Frederick, Maryland.
Kayra KosogluDepartment of Molecular Biology and Genetics, Koc University, Istanbul, Turkey.
Ruth NussinovComputational Structural Biology Section, Frederick National Laboratory for Cancer Research in the Cancer Innovation Laboratory, National Cancer Institute, Frederick, Maryland; Department of Human Molecular Genetics and Biochemistry, Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel. Electronic address: nussinor@mail.nih.gov.
Attila GursoyDepartment of Computer Engineering, Koc University, Istanbul, Turkey. Electronic address: agursoy@ku.edu.tr.
Ozlem KeskinDepartment of Chemical and Biological Engineering, Koc University, Istanbul, Turkey. Electronic address: okeskin@ku.edu.tr.

Funding

Biomolecular Recognition and Binding MechanismsZIABC010441 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI NUSSINOV, RUTH · 2009 to 2025
$9.4M
Protein Structure, Stability, and Amyloid FormationZ01BC010440 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI NUSSINOV, RUTH · 2002 to 2008
$1.4M
Biomolecular Recognition and Binding MechanismsZ01BC010441 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI NUSSINOV, RUTH · 2002 to 2008
$1.2M
Method Development: Efficient Computer Vision Based AlgorithmsZ01BC010442 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI NUSSINOV, RUTH · 2002 to 2008
$454k
Intramural NIH HHS Z01 BC010440Intramural NIH HHS Z01 BC010441Intramural NIH HHS Z01 BC010442Intramural NIH HHS ZIA BC010441NCI NIH HHS HHSN261201500003CNCI NIH HHS HHSN261201500003I
6 · The paper itself

Abstract

The Ras subfamily is the most extensively studied branch of the Ras superfamily, with 20% of all human tumors having activating mutations in one of the RAS genes. Recent studies have shown that the Ras/RalGDS/Ral pathway plays a more significant role in the progression of Ras-driven colon and pancreatic cancers than the Ras/Raf and Ras/PI3K pathways. In this study, we investigated the interaction between Ras and the Ras/Rap binding domain (RBD) of RalGDS using long-timescale molecular dynamics simulations. The binding free energy of dimerization showed that Rap1-RBD has the strongest interaction and M-Ras-RBD the weakest interaction among the simulated systems, consistent with experimental results. We noticed that Ras uses the same acidic interface residues when binding to the complementary basic residues of RalGDS and Raf. By analyzing bonding profiles, we identified several conserved interactions across different systems as well as isoform- and mutant-specific preferences. Our results demonstrate that G12D/V mutations favor Glu37-mediated stabilization, specifically through the Glu37

Indexed as

Mutationral Guanine Nucleotide Exchange Factorras ProteinsAllosteric RegulationAmino Acid SequenceHumansMolecular Dynamics SimulationProtein BindingProtein Multimerizationral Guanine Nucleotide Exchange Factorras Proteins

Identifiers

PMID41622678
PMCPMC12940716

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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.