This review outlines foundational applications of omics in aquaculture and highlights the characteristics and current applications of distinct omics approaches, and summarizes three core application domains of omics in aquaculture.
Abstract
In recent years, aquaculture, a critical pillar of global food security, has faced challenges including germplasm resource degradation, frequent disease outbreaks, and insufficient environmental adaptability. To address these issues, omics technologies—centered on genomics, transcriptomics, and related fields—are driving the transformation of aquaculture toward precision and intelligence by establishing a three-dimensional “genotype–phenotype–environment” knowledge network. In this review, we outline foundational applications of omics in aquaculture and highlight the characteristics and current applications of distinct omics approaches. Furthermore, we summarize three core application domains of omics in aquaculture: (1) genetic breeding via genomic selection (GS), gene editing, and multi-omics molecular dissection of economic traits; (2) disease prevention through host–pathogen interaction studies and microbial engineering; and (3) environmental assessment through multi-omics characterization of biological and ecological responses. Additionally, we identify challenges in applying omics technologies to aquatic breeding and database development. Overall, this review aims to provide aquaculture practitioners with actionable insights by enhancing understanding of omics-driven innovations in sustainable aquaculture advancement.
Despite the challenges in standardization, cost, and large-scale validation, advances in artificial intelligence, portable analytics, and open access omics data bases are accelerating the translation of these technologies into practical feed innovation.
Mir Ishfaq Nazir, Pankaj Gargotra, O. Asimi et al.· Frontiers in Fish Science· 0 citations
Background: Livestock production is indispensable for global food security, yet it faces constant pressure to maintain a sustainable balance between environmental, economic, and ethical demands. Objective: This study explores the past, present, and future of the livestock industry through genomic technologies. Methods/...
Muhammad Younus· Zeugma Biological Science· 0 citations
Agricultural systems are increasingly challenged by climate change, resource scarcity, environmental degradation, and the need to ensure food security for a growing global population. Addressing these multifaceted challenges requires innovative, science-driven approaches that enhance productivity while promoting ecolog...
Md. Mosharraf Hossen· Journal of Agriculture and F...· 0 citations
This review synthesises the current state of genomic and transcriptomic resources available for spiny and slipper lobsters (Achelata), contextualising these within the broader decapod framework and proposing future directions integrating genomics, transcriptomics, and functional tools to accelerate sustainable domestic...
Courtney Lewis, Ahmad Farhadi, Susan Glendinning et al.· Reviews in Aquaculture· 0 citations
This work provides a critical evaluation of the functional gaps between genomic potential and in situ microbial activity and offers a novel synthesis of how multiomics integration and predictive modeling can move beyond species cataloging toward a more robust, evidence‐based framework for environmental sustainability.
Poultry meat and egg quality result from complex interactions among host genetics, metabolism, nutrition, microbiome ecology, physiology, management practices, and environmental conditions. These multidimensional interactions limit the predictive capacity of conventional phenotype-based approaches and increasingly nece...
Exploring how generative AI could make machine vision more accessible to businesses. The post GenEye in a Box: Making Machine Vision Something You Can Just Ask For appeared first on GPT-Lab.