Evidence map›Paper›PMID 39763759›Full record

ArticlebioRxiv : the preprint server for biology2025

Elucidating lipid nanoparticle properties and structure through biophysical analyses.

Marshall S Padilla, Sarah J Shepherd, Andrew R Hanna, Martin Kurnik, Xujun Zhang, Michelle Chen, James Byrnes, Ryann A Joseph, Hannah M Yamagata, Adele S Ricciardi and 4 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. 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

14 authors.

Marshall S PadillaDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.ORCID 0000-0003-3607-790X
Sarah J ShepherdDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Andrew R HannaDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Martin KurnikWyatt Technology, LLC, Goleta, CA 93117, USA.
Xujun ZhangWyatt Technology, LLC, Goleta, CA 93117, USA.
Michelle ChenWyatt Technology, LLC, Goleta, CA 93117, USA.
James ByrnesNational Synchrotron Light Source II, Brookhaven National Laboratory, Upton, NY 11973, USA.
Ryann A JosephDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Hannah M YamagataDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Adele S RicciardiDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Kaitlin MrksichDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
David IssadoreDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.
Kushol GuptaDepartment of Biochemistry and Biophysics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Michael J MitchellDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104, USA.

Funding

UNIVERSITY OF PENNSYLVANIA CAN CTR SUPPORT GRANTP30CA016520 · NCI · UNIVERSITY OF PENNSYLVANIA · PI Robert H. Vonderheide · 1985 to 2026
$222.3M
Virus & Reservoirs CoreP30AI045008 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI Ronald G Collman · 1999 to 2026
$78.6M
X-ray Scattering Technology CoreP30GM133893 · NIGMS · BROOKHAVEN SCIENCE ASSOC-BROOKHAVEN LAB · PI Vivian Stojanoff · 2019 to 2026
$38.6M
A data-driven drug delivery (4D) platform for probing and treating the chemoresistant bone marrow microenvironmentDP2TR002776 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI MITCHELL, MICHAEL J · 2018 to 2018
$2.4M
Advanced Training at the Interface of Engineering and Oral-Craniofacial SciencesT90DE030854 · NIDCR · UNIVERSITY OF PENNSYLVANIA · PI Hyun Koo, Kathleen J Stebe · 2021 to 2026
$1.4M
A Simultaneous SAXS/WAXS Detector System for Solving Biological StructuresS10OD012331 · OD · STATE UNIVERSITY NEW YORK STONY BROOK · PI ALLAIRE, MARC · 2012 to 2012
$1.1M
A Pixel Array Detector System for Small Angle X-ray ScatteringS10OD018483 · OD · UNIVERSITY OF CALIF-LAWRENC BERKELEY LAB · PI CLASSEN, SCOTT · 2014 to 2014
$998k
NCATS NIH HHS DP2 TR002776NCI NIH HHS P30 CA016520NIAID NIH HHS P30 AI045008NIDCR NIH HHS T90 DE030854NIGMS NIH HHS P30 GM133893NIH HHS S10 OD012331NIH HHS S10 OD018483
6 · The paper itself

Abstract

Designing lipid nanoparticle (LNP) delivery systems with specific targeting, potency and minimal side effects is crucial for their clinical use. However, traditional characterization methods, such as dynamic light scattering, cannot accurately quantify physicochemical properties of LNPs and how they are influenced by the lipid composition and mixing method. Here we structurally characterize polydisperse LNP formulations by applying emerging solution-based biophysical methods that have higher resolution and provide biophysical data beyond size and polydispersity. These techniques include sedimentation velocity analytical ultracentrifugation, field-flow fractionation followed by multi-angle light scattering, and size-exclusion chromatography in-line with synchrotron small-angle X-ray scattering. We show that LNPs have intrinsic polydispersity in size, RNA loading, and shape, which depends on both the formulation technique and lipid composition. Lastly, we predict LNP transfection in vitro and in vivo by examining the relationship between mRNA translation and physicochemical characteristics. Solution-based biophysical methods will be essential for determining LNP structure-function relationships, facilitating the creation of new design rules for LNPs.

Indexed as

analytical ultracentrifugationfield-flow fractionationLipid nanoparticlesmRNAmultiangle light scatteringsmall-angle X-ray scattering

Identifiers

PMID39763759
PMCPMC11702722

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.