Evidence map›Paper›PMID 41276828›Full record

ArticleJournal of nanobiotechnology2025

Size control of lipid nanoparticles via simulation-based design of a microfluidic chip and its effect on mRNA delivery in vitro and in vivo.

Bookun Kim, Cheol Hui Park, In-Young Jung, Yeeun Lee, Seong Gi Lim, Donghyun Lee, Seok Joon Kwon, Heebeom Koo

Abstract read
In one paragraph

Article in Journal of nanobiotechnology, 2025. 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
–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

6 citing papers in PubMed.

  1. Dual pKa Lipid Nanoparticles for Lung-tropic mRNA Delivery and pH-Programmed Endosomal Escape.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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  2. Review
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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

8 authors.

Bookun Kim *Department of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea).
Cheol Hui Park *Department of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea).
In-Young JungSchool of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Republic of Korea (South Korea).
Yeeun LeeDepartment of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea).
Seong Gi LimDepartment of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea).
Donghyun LeeDepartment of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea).
Seok Joon KwonSchool of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon, 16419, Republic of Korea (South Korea).
Heebeom KooDepartment of Medical Life Sciences and Department of Medical Sciences (Graduate School), College of Medicine, The Catholic University of Korea, Banpo-daero 222, Seocho-gu, 06591, Seoul, Republic of Korea (South Korea). hbkoo@catholic.ac.kr.

Funding

Korean government (MSIT) 2022R1A2C1008699, RS-2023-00263285Ministry of Education RS-2024- 00459944National Research Foundation of Korea RS-2024-00440289
6 · The paper itself

Abstract

The emergence of mRNA-containing lipid nanoparticles (LNPs) during the COVID-19 pandemic has revolutionized vaccine technology and is now being explored for protein replacement therapies. This study aimed to test the hypothesis that LNP size, independent of lipid composition, critically influences their physicochemical and biological performance. To achieve this, we employed computational fluid dynamics (CFD) simulations to predict the mixing index within a microfluidic channel, identifying the flow rate conditions at which a 70% mixing index was reached. By tuning the flow rate accordingly, we generated LNPs across a controlled size range of 30-270 nm while maintaining identical lipid ratios. We systematically characterized these LNPs for zeta potential, pKa, generalized polarization, and hemolytic activity. Cellular studies in HeLa cells revealed that smaller LNPs exhibited higher uptake and transfection efficiency, which was quantitatively explained using a mathematical model of cellular uptake. In vivo studies further demonstrated that LNP size affected both the magnitude of mRNA expression and the biodistribution across organs following intravenous and intramuscular administration. Our findings demonstrate precise flow rate-induced size control of LNPs via microfluidics and reveal that smaller LNPs achieve superior gene expression in vitro and exhibit preferential transfection in vivo, underscoring the importance of size as a design parameter for mRNA delivery systems.

Indexed as

Lab-On-A-Chip DevicesLipidsNanoparticlesRNA, MessengerAnimalsCOVID-19HeLa CellsHumansHydrodynamicsLiposomesMiceMicrofluidicsParticle SizeSARS-CoV-2Tissue DistributionTransfectionLipid NanoparticlesLipidsLiposomesRNA, MessengerComputational fluid dynamicsGene deliveryLipid nanoparticleMicrofluidicsmRNASimulation

Identifiers

PMID41276828
PMCPMC12752309

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.