Evidence map›Paper›PMID 42071982›Full record

ArticleAnimals : an open access journal from MDPI2026

Contrasting Aquaculture Systems Shape Distinct Growth and Short-Term Stress-Resistance Trait Clusters in the Red Swamp Crayfish.

Gao Gao, Lingyu Gan, Jingnan Wei, Hong Luo, Huiying Wang, Jialong Chen, Xiaoyi Su, Zhangxiu Li, Baoliang Bi, Dan Jia

Abstract read
In one paragraph

Article in Animals : an open access journal from MDPI, 2026. 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
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1 · What the graph read from it

What it found

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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

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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

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Gao GaoCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Lingyu GanCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Jingnan WeiCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Hong LuoXishuangbanna Xinheng Ecological Agriculture Technology Co., Ltd., Xishuangbanna 666100, China.
Huiying WangCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Jialong ChenCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Xiaoyi SuCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Zhangxiu LiCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Baoliang BiCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.
Dan JiaCollege of Animal Science and Technology, Yunnan Agricultural University, Kunming 650500, China.

Funding

Key Project of Yunnan Province Agricultural Joint Special Project 202301BD070001-028Scientific Research Start-up Funds for Talent Introduction at Yunnan Agricultural University A3012024163002the Yunnan Provincial Department of Education Scientific Research Fund 2025J0363Yunnan Province Xingdian Talent Support Program YNQR-QNRC-2018-124
6 · The paper itself

Abstract

This study investigated whether these contrasting environments are associated with the development of coherent, organism-wide phenotypic-physiological syndromes reflecting a fundamental life-history trade-off. A controlled 60-day trial was conducted comparing crayfish from a high-input pond system (fed to satiation) and a low-input rice paddy system (primarily natural diet). Pond crayfish were fed a commercial formulated feed twice daily to satiation (approximately 3% of biomass per day). Rice paddy crayfish primarily consumed natural food webs and received a once-daily supplement of 30% of the pond feed amount (approximately 0.9% of biomass per day). Results revealed two distinct syndromes. Pond-cultured crayfish exhibited a growth-oriented syndrome: they were 33% heavier with a compact, volumetrically enhanced body shape, coupled with elevated lipid-anabolic enzyme activities (lipase and ACC), higher hemolymph protein and cholesterol concentrations, but also significantly increased levels of a stress-related endocrine factor (cortisol-like immunoreactivity) and oxidative damage (MDA). Conversely, rice paddy-cultured crayfish displayed a stress-resistance-oriented syndrome: a streamlined, deeper-abdomen morphology, fortified antioxidant (SOD, CAT, and GST) and immune (lysozyme and phenoloxidase) capacities, enhanced carbohydrate digestion (amylase), and lower systemic stress. Transcriptomic analysis showed that the hepatopancreas of paddy-cultured crayfish was enriched in pathways related to lipid metabolism, detoxification, and endocrine regulation, notably with upregulation of the

Indexed as

intensive aquaculturephenotypic plasticityProcambarus clarkiirice–crayfish co-culturetrade-offs

Identifiers

PMID42071982
PMCPMC13113003

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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.