Evidence map›Paper›PMID 41486822›Full record

ArticleSmall methods2026

Engineering Biomimetic Nanoparticle Performance Through Fabrication Method Selection: Turbulent Jet Mixing, Microfluidics, and Extrusion.

Ilana Elizarov, Rawan Mhajne, Ofri Vizenblit, Assaf Zinger

Abstract read
In one paragraph

Article in Small methods, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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.

Ilana ElizarovBioinspired Nano Engineering and Translational Therapeutics Lab, Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.ORCID https://orcid.org/0009-0005-5859-0052
Rawan MhajneBioinspired Nano Engineering and Translational Therapeutics Lab, Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.
Ofri VizenblitBioinspired Nano Engineering and Translational Therapeutics Lab, Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.
Assaf ZingerBioinspired Nano Engineering and Translational Therapeutics Lab, Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa, Israel.ORCID https://orcid.org/0000-0001-7894-486X

Funding

Alon FellowshipHORIZON EUROPE European Research Council MILKOSOMES No. 101115723Israel Cancer Association USA 20230006Israel Cancer Research Fund 21-206-RCDAIsrael Cancer Research Fund 24-111-PGIsrael Science Foundation 164/22Israel Science Foundation 165/22Norman Seiden Fellowship in Nanotechnology and OptoelectronicsRussell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology NEVET 122317
6 · The paper itself

Abstract

Nanoparticle (NP) fabrication has advanced rapidly, driven by the growing role of nanomedicine in targeted drug delivery. Each fabrication strategy offers unique advantages and limitations. Here, we conduct a comparative evaluation of three prominent methods: turbulent jet mixing, microfluidic mixing, and extrusion, for producing biomimetic nanoparticles (BNPs). BNPs are emerging as next-generation drug delivery platforms, combining liposomal biocompatibility with enhanced cellular uptake, prolonged circulation, and selective targeting, achieved by incorporating membrane proteins from source cells into synthetic lipid bilayers to confer cell-mimicking functionality. Using neuron-derived BNPs ("Neurosomes") as a model, we systematically assess physicochemical and biological properties across fabrication methods and their impact on BNP function. Turbulent jet and microfluidic mixing produce BNPs with superior stability, higher membrane protein incorporation, improved batch-to-batch reproducibility, and enhanced targeting, whereas extrusion leads to diminished performance due to shear-induced protein loss. Notably, this study presents the first application of high-resolution LC-MS/MS proteomics to quantitatively compare membrane-associated protein profiles across fabrication methods. These results highlight the critical influence of fabrication techniques on BNP structure and function and provide actionable insights for optimizing production strategies, facilitating the scalable development of targeted nanotherapeutics.

Indexed as

Biomimetic MaterialsBiomimeticsMicrofluidicsNanoparticlesAnimalsDrug Delivery SystemsHumansNeuronsbioengineeringbiomimicryextrusionmicrofluidicsnanoparticles designturbulent jet mixing

Identifiers

PMID41486822
PMCPMC12893306

What OpenQuestion holds

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LicenceCC BY
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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.