Evidence map›Paper›PMID 42073218›Full record

ArticleFoods (Basel, Switzerland)2026

Egg Nutriomics: Bridging Comprehensive Profiling and Precision Modulation of Bioactive Nutrient Factors in Eggs.

Hao Ding, Ziyi Wang, Jieyu Han, Yuehong Pang, Fei Liu, Xiaofang Shen

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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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

6 authors.

Hao DingSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Ziyi WangSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Jieyu HanSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Yuehong PangSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Fei LiuSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.
Xiaofang ShenSchool of Food Science and Technology, Jiangnan University, Wuxi 214122, China.

Funding

National Natural Science Foundation of China 22476068
6 · The paper itself

Abstract

While global nutrient insufficiency remains a critical health challenge, eggs have emerged as a potential solution due to their profile as an accessible and nutrient-dense food source. To quantitatively assess this potential for mitigating nutrient insufficiencies and guide the production of nutrient-enriched eggs, the study proposes the concept of egg nutriomics, establishing a comprehensive evaluation system with 35 indicators across seven nutritional dimensions (fatty acids, amino acids, vitamins, trace elements, pigments, antioxidant capacity, and dietary restriction factors). Methodologically, the system normalizes raw analytical data into standardized scores (0-100) using indicator-specific functional models, with weights rationally allocated based on the essentiality of the nutrients. These quantitative metrics are subsequently translated into intuitive results using visualization tools such as heatmaps and radar charts. This study applied this system to evaluate six commercial egg varieties (pasteurized, lutein-enriched, ω-3 enriched, animal welfare, low-cholesterol, and conventional cage eggs), profiling multidimensional nutrition that allows for the intuitive visualization of performance scores across distinct dimensions. These profiles extend beyond comprehensive evaluation by revealing specific quantitative advantages-such as ω-3 enriched eggs scoring 79 in the fatty acid dimension compared to 49 for conventional eggs-thus providing a reference to guide precision modulation as illustrated by a dietary ω-3 enrichment case study involving 200 laying hens. Building upon this foundation, the strategy empowers a shift from the sole pursuit of high yields to precision nutritional modulation. This multi-dimensional strategy bridges nutritional analysis with production control, facilitating the development of nutrient-dense eggs as a potential application to mitigate human malnutrition.

Indexed as

egg nutriomicsmodulation of nutrient-enriched egg productionmultidimensional nutritional profilingvisualization tools

Identifiers

PMID42073218
PMCPMC13115482

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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.