Evidence map›Paper›PMID 42239472›Full record

ArticlebioRxiv : the preprint server for biology2026

Tunable electrostatic interactions of lipid-coated quantum dots with biological membranes.

Lion Morgenstein, Carlos A Huang-Zhu, Shimon Yudovich, Asaf Grupi, Reid C Van Lehn, Shimon Weiss

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

5 · Who and what money

Authors and funding

6 authors.

Lion MorgensteinInstitute for Nanotechnology and Advanced Materials, Bar-Ilan University, Ramat-Gan, 52900, Israel.ORCID 0000-0002-6190-421X
Carlos A Huang-ZhuDepartment of Chemical and Biological Engineering, University of Wisconsin - Madison, Madison, WI 53706, USA.ORCID 0000-0002-4467-6462
Shimon YudovichDepartment of Molecular and Cell Biology, University of California, Berkeley, Berkeley, California 94720, USA.ORCID 0000-0003-0897-6916
Asaf GrupiInstitute for Nanotechnology and Advanced Materials, Bar-Ilan University, Ramat-Gan, 52900, Israel.ORCID 0000-0001-8561-7250
Reid C Van LehnDepartment of Chemical and Biological Engineering, University of Wisconsin - Madison, Madison, WI 53706, USA.ORCID 0000-0003-4885-6599
Shimon WeissInstitute for Nanotechnology and Advanced Materials, Bar-Ilan University, Ramat-Gan, 52900, Israel.ORCID 0000-0002-0720-5426

Funding

Chemistry-Biology Interface Training ProgramT32GM152341 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI Helen E. Blackwell · 2024 to 2026
$1.6M
NIGMS NIH HHS T32 GM152341
6 · The paper itself

Abstract

Surface functionalization of inorganic quantum dot nanoparticles is of great interest in the application of these materials toward a wide range of biological applications where membrane interactions are critical. The use of amphiphilic lipids to functionalize the surfaces of quantum dots represents a promising alternative to produce water-soluble and membrane-active materials with facile tuning of the quantum dot's surface properties. Here, we demonstrate an experimental approach that yields lipid-coated quantum dots with highly tunable surface charge by controlling the concentration of cationic lipids during preparation. Through fluorescence-activated cell sorting assays, we show that these cationic lipid-coated quantum dots can enhance membrane interactions and increase membrane labeling density in live HEK293 cells. We further employed coarse-grained molecular dynamics simulations to model the lipid self-assembly process using an implicit solvent force field and subsequently model the adsorption of lipid-coated quantum dots to model membranes. Our simulations show that we can control the effective surface charge of lipid-coated quantum dots and influence the strength of adsorption to oppositely charged lipid membranes, a process that is mediated by the release of counterions at the quantum dot-membrane interface. This work supports the future development of biocompatible and water-soluble inorganic nanoparticles with highly tunable surfaces, and provides mechanistic insight into how different lipids can influence nanoparticle-membrane interactions at a molecular scale.

Indexed as

FACSmembrane adsorptionmembranesmolecular dynamics simulationQuantum dots

Identifiers

PMID42239472
PMCPMC13228333

What OpenQuestion holds

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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.