Evidence map›Paper›PMID 38373164›Full record

ArticleMolecular pharmaceutics2024

Closing the Gap between Experiment and Simulation─A Holistic Study on the Complexation of Small Interfering RNAs with Polyethylenimine.

Jonas Binder, Joshua Winkeljann, Katharina Steinegger, Lara Trnovec, Daria Orekhova, Jonas Zähringer, Andreas Hörner, Valentin Fell, Philip Tinnefeld, Benjamin Winkeljann and 2 more

Abstract read
In one paragraph

Article in Molecular pharmaceutics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Review
  2. Tissue-specific gene delivery approaches.Bioengineering & translational medicine · 2026
    Review
  3. Article
  4. Article
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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.

Jonas BinderFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.
Joshua WinkeljannCenter for NanoScience (CeNS), Ludwig-Maximilians-Universität München, 80799 München, Germany.
Katharina SteineggerFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.ORCID 0009-0002-3396-9654
Lara TrnovecFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.
Daria OrekhovaFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.
Jonas ZähringerFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.
Andreas HörnerChair of Experimental Physics I, University of Augsburg, Universitätsstraße 1, 86519 Augsburg, Germany.ORCID 0000-0002-8136-6850
Valentin FellFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.ORCID 0000-0002-5140-9784
Philip TinnefeldFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.ORCID 0000-0003-4290-7770
Benjamin WinkeljannFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.ORCID 0000-0002-6334-6696
Wolfgang FrießFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.
Olivia M MerkelFaculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München, Butenandtstraße 5-13, Haus B, 81377 München, Germany.ORCID 0000-0002-4151-3916

Funding

European Research Council 101088587
6 · The paper itself

Abstract

Rational design is pivotal in the modern development of nucleic acid nanocarrier systems. With the rising prominence of polymeric materials as alternatives to lipid-based carriers, understanding their structure-function relationships becomes paramount. Here, we introduce a newly developed coarse-grained model of polyethylenimine (PEI) based on the Martini 3 force field. This model facilitates molecular dynamics simulations of true-sized PEI molecules, exemplified by molecules with molecular weights of 1.3, 5, 10, and 25 kDa, with degrees of branching between 50.0 and 61.5%. We employed this model to investigate the thermodynamics of small interfering RNA (siRNA) complexation with PEI. Our simulations underscore the pivotal role of electrostatic interactions in the complexation process. Thermodynamic analyses revealed a stronger binding affinity with increased protonation, notably in acidic (endosomal) pH, compared to neutral conditions. Furthermore, the molecular weight of PEI was found to be a critical determinant of binding dynamics: smaller PEI molecules closely enveloped the siRNA, whereas larger ones extended outward, facilitating the formation of complexes with multiple RNA molecules. Experimental validations, encompassing isothermal titration calorimetry and single-molecule fluorescence spectroscopy, aligned well with our computational predictions. Our findings not only validate the fidelity of our PEI model but also accentuate the importance of

Indexed as

Molecular Dynamics SimulationPolyethyleneimineRNA, Small InterferingThermodynamicsHydrogen-Ion ConcentrationMolecular WeightStatic ElectricityPolyethyleneimineRNA, Small InterferingMartini 3polyplexrationale designRNA interference

Identifiers

PMID38373164
PMCPMC7616749

What OpenQuestion holds

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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.