Evidence map›Paper›PMID 35386098›Full record

ArticleComputational and structural biotechnology journal2022

Investigation of the pH-dependent aggregation mechanisms of GCSF using low resolution protein characterization techniques and advanced molecular dynamics simulations.

Suk Kyu Ko, Carolin Berner, Alina Kulakova, Markus Schneider, Iris Antes, Gerhard Winter, Pernille Harris, Günther H J Peters

Open access · goldAbstract read
In one paragraph

Article in Computational and structural biotechnology journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.9field-weighted citation impact, top 30% 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

6 citing papers in PubMed, 12 citations in OpenAlex.

  1. Review
  2. Article
  3. Molecular Dynamics Simulations in Protein-Protein Docking.Methods in molecular biology (Clifton, N.J.) · 2024
    Article
  4. Article
  5. How can we discover developable antibody-based biotherapeutics?Frontiers in molecular biosciences · 2023
    Review
  6. 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

8 authors at 4 institutions in 2 countries.

Suk Kyu KoTechnical University of Denmark, Department of Chemistry, 2800 Kongens Lyngby, Denmark.
Carolin BernerLudwig Maximilian University of Munich, Department of Pharmacy, 81377 Munich, Germany.
Alina KulakovaUniversity of Copenhagen, Department of Chemistry, 2100 Copenhagen, Denmark.
Markus SchneiderTechnical University of Munich, TUM School of Life Sciences, 85354 Freising, Germany.
Iris AntesTechnical University of Munich, TUM School of Life Sciences, 85354 Freising, Germany.
Gerhard WinterLudwig Maximilian University of Munich, Department of Pharmacy, 81377 Munich, Germany.
Pernille HarrisUniversity of Copenhagen, Department of Chemistry, 2100 Copenhagen, Denmark.
Günther H J PetersTechnical University of Denmark, Department of Chemistry, 2800 Kongens Lyngby, Denmark.
Ludwig-Maximilians-Universität München · DETechnical University of Denmark · DKTechnical University of Munich · DEUniversity of Copenhagen · DK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Granulocyte-colony stimulating factor (GCSF) is a widely used therapeutic protein to treat neutropenia. GCSF has an increased propensity to aggregate if the pH is increased above 5.0. Although GCSF is very well experimentally characterized, the exact pH-dependent aggregation mechanism of GCSF is still under debate. This study aimed to model the complex pH-dependent aggregation behavior of GCSF using state-of-the-art simulation techniques. The conformational stability of GCSF was investigated by performing metadynamics simulations, while the protein-protein interactions were investigated using coarse-grained (CG) simulations of multiple GCSF monomers. The CG simulations were directly compared with small-angle X-ray (SAXS) data. The metadynamics simulations demonstrated that the orientations of Trp residues in GCSF are dependent on pH. The conformational change of Trp residues is due to the loss of Trp-His interactions at the physiological pH, which in turn may increase protein flexibility. The helical structure of GCSF was not affected by the pH conditions of the simulations. Our CG simulations indicate that at pH 4.0, the colloidal stability may be more important than the conformational stability of GCSF. The electrostatic potential surface and CG simulations suggested that the basic residues are mainly responsible for colloidal stability as deprotonation of these residues causes a reduction of the highly positively charged electrostatic barrier close to the aggregation-prone long loop regions.

Indexed as

A3D, aggrescan3dAggregationCD, circular dichroismCG, coarse-grainedcMD, conventional molecular dynamicsCoarse grained simulationsCOM, center of massCV, collective variableD0, infinite dilution diffusion coefficientDLS, dynamic light scatteringDSF, differential scanning fluorimetryESRF, European Synchrotron Radiation FacilityFES, free energy surfaceFF, force fieldGCSF, granulocyte-colony stimulating factorGranulocyte stimulating factorHDX, hydrogen deuterium exchangeMD, molecular dynamicsMolecular dynamicsNMR, nuclear magnetic resonancePDB, Protein Data BankPME, particle-mesh-EwaldPPI, protein-protein interactionr(H)0, infinite dilution values for the hydrodynamic radiusSAP, spatial aggregation propensitySAXS, small-angle X-ray scatteringSIRAH, South American Initiative for a Rapid and Accurate HamiltonianSmall angle X-ray scattering

Identifiers

PMID35386098
PMCPMC8956964
OpenAlexW4220751813

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.