Evidence map›Paper›PMID 41251842›Full record

ArticleJournal of molecular modeling2025

Study on the thermal oxidation mechanism of oleic acid based on density functional theory.

Qiantong Huang, Mengfan Niu, Keqiang Lai, Qing Li, Junjian Miao

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of molecular modeling, 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

5 authors.

Qiantong HuangCollege of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China.
Mengfan NiuCollege of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China.
Keqiang LaiCollege of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China.
Qing LiInformation Management Office, Shanghai Ocean University, Shanghai, 201306, China. qli@shou.edu.cn.
Junjian MiaoCollege of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China. jjmiao@shou.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

contextLipid oxidation degrades food quality by producing harmful aldehydes, ketones, and acids. This study integrates density functional theory (DFT) and kinetic analysis to elucidate the thermal oxidation mechanism of oleic acid using a 4-octene model. Mechanistic insights reveal distinct early- and mid-stage processes: the initial phase is dominated by low-barrier allyl-oxygen bonding (< 10.0 kcal/mol), while allyl isomerization (> 60.0 kcal/mol) is negligible. Deep oxidation involves four pathways: 1) O-O• radical attack on adjacent carbons (29.2/11.3 kcal/mol), forming aldehydes; 2) peroxy radical isomerization (rate-limiting carbon jump > 30.0 kcal/mol); 3) epoxide formation via O-O• attack on double bonds (6.8 kcal/mol); 4) hydroperoxide conversion hindered by high barriers (57.3-58.7 kcal/mol). Alkoxy radicals induce C-C bond cleavage, forming minor cyclic epoxides. Kinetic analysis (60 and 150 °C) identifies tricyclic epoxide as the dominant product, stabilized at elevated temperatures.

methodsThis article uses density functional theory (DFT) and Gaussian 16 program to complete structural optimization, frequency analysis, and single point energy calculation. B3LYP-D3/6-31G (d, p) method is used for optimization and frequency calculation, and single point energy correction is performed using the def2TZVPP basis set. The transition state has been verified by IRC, and the free energy has been corrected by Shermo program zero-point energy. The reaction rate constant is based on the transition state theory (TST) and takes into account the tunneling effect, and is calculated using the TST calculator program. Finally, the differential equation system is solved using MATLAB to obtain the time concentration curve of the oxidation product.

Indexed as

Density functional theoryLipid oxidationMonounsaturated fatty acidsOleic acidThermal oxidation mechanism

Identifiers

PMID41251842

What OpenQuestion holds

Textmetadata
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.