Evidence map›Paper›PMID 40091051›Full record

ArticleNature communications2025

High-speed computed tomography to visualise the 3D microstructural dynamics of oil uptake in deep-fried foods.

U Verma, I M Riley, B Lukić, L Broche, P Verboven, J A Delcour, B M Nicolaï

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
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

7 authors.

U VermaDivision BIOSYST-MeBioS, KU Leuven, Willem de Croylaan 42, B-3001, Leuven, Belgium.ORCID http://orcid.org/0000-0001-8160-5017
I M RileyLaboratory of Food Chemistry and Biochemistry, KU Leuven, Kasteelpark Arenberg 20, B-3001, Leuven, Belgium.
B LukićEuropean Synchrotron Radiation Facility, CS 40220, Grenoble, F-38043, France.
L BrocheEuropean Synchrotron Radiation Facility, CS 40220, Grenoble, F-38043, France.
P VerbovenDivision BIOSYST-MeBioS, KU Leuven, Willem de Croylaan 42, B-3001, Leuven, Belgium. pieter.verboven@kuleuven.be.ORCID http://orcid.org/0000-0001-9542-8285
J A DelcourLaboratory of Food Chemistry and Biochemistry, KU Leuven, Kasteelpark Arenberg 20, B-3001, Leuven, Belgium.ORCID http://orcid.org/0000-0003-2954-1022
B M NicolaïDivision BIOSYST-MeBioS, KU Leuven, Willem de Croylaan 42, B-3001, Leuven, Belgium.

Funding

Fonds Wetenschappelijk Onderzoek (Research Foundation Flanders) G.0903.19N
6 · The paper itself

Abstract

Oil serves as both the high-temperature heating medium during deep-frying unit operations and a contributor to the organoleptic properties of deep-fried foods. Its absorption is linked to structural deformations during deep-frying that create pathways for oil to enter the food microstructure. This study proposes a 4D imaging system (three spatial dimensions and time) using fast synchrotron radiation tomography for in-situ visualisation during deep-frying and post-frying cooling to understand the mechanisms behind oil absorption. Using wheat flour dough as a model food system, we investigate the impact of frying oil temperature on structural deformation and pore formation in the crust and core, pore structure integrity, and oil uptake and distribution. The results show that higher temperatures lead to the formation of a distinguished crust with surface openings, facilitating greater oil absorption in small crust pores through capillary action. Comparing 3D microstructures attained at different frying oil temperatures, final oil content reaches 14.4% at 180 °C, 12.2% at 150 °C, and 1.3% at 120 °C, with temperature-dependent structural changes in pore connectivity and network integrity significantly impacting the rate of oil uptake and its distribution.

Indexed as

CookingImaging, Three-DimensionalOilsTomography, X-Ray ComputedFlourHot TemperaturePorosityTriticumOils

Identifiers

PMID40091051
PMCPMC11911452

What OpenQuestion holds

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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.