Evidence mapPaperPMID 41948284Full record

ReviewFrontiers in nutrition2026

Applications of food science innovations in sports nutrition: from laboratory research to endurance sports practice.

Meiying Ma, Guobao Yan, Guoyuan Huang

Abstract readReview
In one paragraph

Review in Frontiers in nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

3 authors.

Meiying MaPhysical Education Department, Lanzhou University of Finance and Economics, Lanzhou, Gansu, China.
Guobao YanCollege of Physical Education, Sichuan Agricultural University, Ya'an, Sichuan, China.
Guoyuan HuangCollege of Physical Education, Sichuan Agricultural University, Ya'an, Sichuan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cutting-edge innovations in food science are driving sports nutrition from traditional supplementation toward a new paradigm based on molecular mechanisms and personalized interventions. This article illustrates the full chain of research advances in this field, from the laboratory to sports practice. It focuses on how microencapsulation, nanotechnology, and other processing technologies can overcome bottlenecks in the stability and delivery of active ingredients, thereby significantly improving their bioavailability. Furthermore, with the help of metabolomics and other omics techniques, it reveals the molecular pathways through which natural active ingredients regulate metabolism and alleviate exercise-induced fatigue and injury. In addition, the paper critically assesses the heterogeneity of current nutritional supplementation strategies in different sports and individual athletes, as well as the challenges faced by the industry in terms of scientific evidence and regulation. Looking to the future, the article constructs a new framework for precision sports nutrition that incorporates artificial intelligence, multi-omics-guided personalised nutrition, and sustainable manufacturing technologies, providing forward-looking insights to empower athletes to achieve peak performance and long-term health.

Indexed as

endurance sportsfood sciencenatural ingredientspersonalized nutritionsports nutrition

Identifiers

PMID41948284
PMCPMC13050908

What Socratic holds

Textmetadata
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.