Evidence map›Paper›PMID 41517113›Full record

ReviewFoods (Basel, Switzerland)2025

A Comprehensive Review of Technological Advances in Meat Safety, Quality, and Sustainability for Public Health.

Abdul Samad, Ayesha Muazzam, A M M Nurul Alam, SoHee Kim, Young-Hwa Hwang, Seon-Tea Joo

Abstract readReview
In one paragraph

Review in Foods (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

6 authors.

Abdul SamadDivision of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0002-4724-3363
Ayesha MuazzamDivision of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0002-5155-6629
A M M Nurul AlamDivision of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0003-3153-3718
SoHee KimDivision of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0003-3966-6160
Young-Hwa HwangInstitute of Agriculture & Life Science, Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0003-3687-3535
Seon-Tea JooDivision of Applied Life Science (BK21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.ORCID 0000-0002-5483-2828

Funding

Gyeongsang National University Glocal University 30 Project at Gyeongsang National University in 2025National Research Foundation of Korea (NRF) 2023R1A2C1004867
6 · The paper itself

Abstract

The demand for food is increasing with the rise in the human population. Among foods, meat is an essential part of human nutrition. Meat provides good-quality protein and all the micronutrients needed by humans. In addition, it also contains some bioactive compounds that are good for human health. Increasing demand, together with concerns over food safety, requires new approaches to guarantee a sustainable, safe, and healthy meat supply chain. The only way to get over these challenges is through technological innovations that are capable of enhancing the safety, quality, and sustainability of meat. Herein, this review identifies the need for new methods of rapid microbial detection, biosensors, AI-based monitoring, innovative processing and preservation techniques, precision livestock farming, resource-efficient feed and water management, alternative protein sources, and circular economy approaches. In particular, this review examines some meat analogs like cultured meat, hybrid products, and microbial proteins as environmentally friendly and nutritionally balanced alternatives. These changes in technology can also bring benefits to consumers in terms of their health. The health benefits of these technological innovations for consumers go beyond just safety, including improved nutritional profiles, functional bioactive ingredients, and the prevention of antimicrobial resistance. The review further analyzes policies, regulatory frameworks, and ethical considerations necessary to achieve consumer trust and social acceptance, including the global alignment of standards, certification, labeling, and all issues related to ethics. Furthermore, AI, IoT, Big Data, and nutritional technologies represent new emerging trends able to unleash new opportunities for the optimization of production, quality control, and personalized nutrition.

Indexed as

alternative proteinsmeat safetypublic healthsustainabilitytechnological innovations

Identifiers

PMID41517113
PMCPMC12785457

What OpenQuestion 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 OpenQuestion graph.