Evidence map›Paper›PMID 39910324›Full record

ArticleScientific reports2025

Martini compatible coarse-grained model of polyethylenimine for pulmonary gene delivery.

Graham Lunt, Niloofar Hashemi, Subhamoy Mahajan, Tian Tang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

4 authors.

Graham Lunt *Department of Mechanical Engineering, University of Alberta, Edmonton, AB, T6G 1H9, Canada.
Niloofar Hashemi *Department of Mechanical Engineering, University of Alberta, Edmonton, AB, T6G 1H9, Canada.
Subhamoy MahajanDepartment of Mechanical Engineering, University of Alberta, Edmonton, AB, T6G 1H9, Canada.
Tian TangDepartment of Mechanical Engineering, University of Alberta, Edmonton, AB, T6G 1H9, Canada. tian.tang@ualberta.ca.

Funding

Canada Research Chairs TIER1 2021-00023Natural Sciences and Engineering Research Council of Canada RGPIN-2018-04281
6 · The paper itself

Abstract

Pulmonary gene delivery has demonstrated high specificity for respiratory diseases, offering great control on dosage of therapeutics and side effects. On the other hand, intrinsic barriers in pulmonary systems impose new challenges such as crossing the pulmonary surfactant and evading mucus entrapment. Differences in hydrophobicity of plasma membrane and pulmonary surfactant require different chemistries of gene carriers to improve efficacy. Large-scale coarse-grained (CG) molecular dynamics simulations would facilitate the screening of gene carriers and understanding of the molecular mechanisms involved in pulmonary delivery. Among non-viral carriers, polyethyleneimine (PEI) has been a promising candidate that can be synthesized with various molecular weight, degree of branching, and functionalization. In this work, CG models are developed for PEI and its lipid-functionalized form, within the Martini framework, to provide a platform for exploring structure-function relationships of PEI-based pulmonary delivery systems. Special attention is focused on parameterizing the non-bonded interactions associated with CG PEI, to ensure compatibility with Martini proteins, short interfering RNA, and phospholipids that are essential components in pulmonary gene delivery. The non-bonded parameters are validated by comparing all-atom (AA) and CG potential of mean force (PMF) curves, where the root-mean-square deviations between the AA and CG PMF curves are shown to be comparable to or smaller than those reported in Martini literature.

Indexed as

Gene Transfer TechniquesLungPolyethyleneimineHumansHydrophobic and Hydrophilic InteractionsMolecular Dynamics SimulationRNA, Small InterferingPolyethyleneimineRNA, Small InterferingCoarse-grainingLipid substitutionMartini force fieldPolyethyleneiminePotential of mean forcePulmonary gene delivery

Identifiers

PMID39910324
PMCPMC11799348

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.