Evidence map›Paper›PMID 41469468›Full record

ArticleScientific reports2025

Effects of intravenous lipid emulsions on Jurkat cells assessed using label-free deformability cytometry.

Lija Fajdiga Lebar, Jernej Repas, Bor Ivanuš, Darin Lah, Nina Bernat, Lara Betocchi, Miran Bürmen, Špela Zemljič, Jure Derganc

Abstract read
In one paragraph

Article in Scientific reports, 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

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

9 authors.

Lija Fajdiga LebarFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Jernej RepasFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Bor IvanušFaculty of Electrical Engineering, University of Ljubljana, Vrazov Trg 2, 1000, Ljubljana, Slovenia.
Darin LahFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Nina BernatFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Lara BetocchiFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Miran BürmenFaculty of Electrical Engineering, University of Ljubljana, Vrazov Trg 2, 1000, Ljubljana, Slovenia.
Špela ZemljičFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia.
Jure DergancFaculty of Medicine, Institute of Biophysics, University of Ljubljana, Tržaška Cesta 25, 1000, Ljubljana, Slovenia. jure.derganc@mf.uni-lj.si.

Funding

Slovenian Research and Innovation Agency P1-0055Slovenian Research and Innovation Agency P1-0055, J7-4493, J2-50092Slovenian Research and Innovation Agency P2-0232, L2-4455Slovenian Research and Innovation Agency, through grants P1-0055, J7-4493The Slovenian Research and Innovation Agency P1-0055
6 · The paper itself

Abstract

Intravenous lipid emulsions (ILEs) are routinely used in clinical nutritional support and exert immunomodulatory effects, although they remain poorly understood. This is particularly relevant for cell-based immunotherapies, such as CAR-T therapy, where interactions between immune cells and circulating lipids may influence treatment efficacy. We investigated the effects of two commonly used ILEs (SMOFlipid and Omegaven) on Jurkat cells, using deformability cytometry (DC). Beyond assessing cell mechanics, we extended DC with two novel, label-free approaches: deep neural network-based image classification for cell state evaluation and morphological analysis for lipid droplet detection.Our results show that ILE composition strongly affects cytotoxicity. Omegaven, rich in omega-3 polyunsaturated fatty acids, was markedly more toxic than SMOFlipid, which mainly contains omega-6 and omega-9 fatty acids. While cell stiffness remained largely unchanged, DC effectively detected reduced viability and increased lipid droplet accumulation. Seahorse metabolic analysis supported these findings, showing no significant changes in energy metabolism, suggesting that excess lipids were stored rather than metabolized.This study highlights a novel application of DC for high-throughput, label-free characterization of immune cells, providing insights into how ILEs may influence T cell biology and potentially impact the safety and efficacy of immunotherapies.

Indexed as

Fat Emulsions, IntravenousCell SurvivalFatty Acids, Omega-3Flow CytometryHumansJurkat CellsLipid DropletsFat Emulsions, IntravenousFatty Acids, Omega-3Deep neural network classificationDeformability cytometryLipid dropletsOmegavenParenteral lipid emulsionsSMOFlipid

Identifiers

PMID41469468
PMCPMC12830582

What Socratic holds

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LicenceCC BY
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.