Evidence map›Paper›PMID 42496797›Full record

ReviewDiscover nano2026

Mechanical insights into regulation of bio-nano interactions for lipid-based nanocarriers.

Fan Yang, Yikai Wang, Yuhan Lu, Lin Lin, Yiyang Wang, Xiaochun Sun, Meijuan Liu, Ciro Chiappini, Yi-Feng Wang, Xing-Jie Liang

Abstract readReview
In one paragraph

Review in Discover nano, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Fan Yang *School of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China.
Yikai Wang *Centre for Craniofacial and Regenerative Biology, King's College London, London, UK.
Yuhan LuCentre for Craniofacial and Regenerative Biology, King's College London, London, UK.
Lin LinSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China.
Yiyang WangSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China.
Xiaochun SunSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China.
Meijuan LiuSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China.
Ciro ChiappiniCentre for Craniofacial and Regenerative Biology, King's College London, London, UK. ciro.chiappini@kcl.ac.uk.
Yi-Feng WangSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China. yifengwang91@gzhmu.edu.cn.
Xing-Jie LiangSchool of Biomedical Engineering, Guangzhou Medical University, Guangzhou, 510260, Guangdong, People's Republic of China. liangxj@nanoctr.cn.

Funding

the Major Project of Guangzhou National Laboratory Grant No. GZNL2024A03010the National Natural Science Foundation Grant No. 82430067the National Natural Science Foundation of China Grant No. 32571616
6 · The paper itself

Abstract

Lipid nanocarriers (LNCs), including liposomes, lipid nanoparticles (LNPs), and extracellular vesicles (EVs), are promising platforms for targeted drug delivery. However, their clinical translation is hindered by multi-level heterogeneity and complex behaviors at the bio-nano interface. Interest in mechanotargeted delivery strategies has grown rapidly, as the mechanical properties of LNCs are increasingly recognized as critical determinants of their in vivo behavior. Establishing a comprehensive database of mechanical properties to decipher the underlying regulatory mechanisms is a prerequisite for the active modulation of LNCs' mechanics and the rational design of delivery vehicles. Although studies on LNC mechanics are increasing, several challenges remain, including mechanical heterogeneity, unbalanced research across different carriers, low-throughput mechanical characterization and limited comparability among results from different laboratories. This review systematically summarizes the intrinsic mechanical parameters of the three types of LNCs, outlines the structural determinants of these properties, highlights their roles as key modulators at the bio-nano interface, and discusses advanced engineering strategies for mechanical modulation. The goal of this review is to facilitate mechanics-informed design of next-generation nanomedicines for precision therapy.

Indexed as

Bio–nano interactionEndocytosisLipid-based nanocarriersMechanical engineeringMechanical properties

Identifiers

PMID42496797
PMCPMC13400531

What Socratic 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 Socratic graph.