Evidence map›Paper›PMID 27899075›Full record

ArticleGenetics, selection, evolution : GSE2016

Thermal sensitivity of growth indicates heritable variation in 1-year-old rainbow trout (Oncorhynchus mykiss).

Matti Janhunen, Juha Koskela, Nguyễn Hữu Ninh, Harri Vehviläinen, Heikki Koskinen, Antti Nousiainen, Ngô Phú Thỏa

Open access · goldAbstract read
In one paragraph

Article in Genetics, selection, evolution : GSE, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.5field-weighted citation impact, top 7% of its field
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

6 citing papers in PubMed, 10 citations in OpenAlex.

  1. Article
  2. Conditioning of Rainbow Trout (Animals : an open access journal from MDPI · 2025
    Article
  3. Article
  4. Article
  5. Article
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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

7 authors at 2 institutions in 2 countries.

Matti JanhunenBiometrical Genetics, Natural Resources Institute Finland (Luke), Myllytie 1, 31600, Jokioinen, Finland. matti.janhunen@luke.fi.
Juha KoskelaAquaculture, Natural Resources Institute Finland (Luke), Survontie 9 A, 40500, Jyväskylä, Finland.
Nguyễn Hữu NinhResearch Institute for Aquaculture No. 3 (RIA-3), Nha Trang, Khanh Hoa, Vietnam.
Harri VehviläinenBiometrical Genetics, Natural Resources Institute Finland (Luke), Myllytie 1, 31600, Jokioinen, Finland.
Heikki KoskinenTervo Fish Farm, Natural Resources Institute Finland (Luke), Huuhtajantie 160, 72210, Tervo, Finland.
Antti NousiainenTervo Fish Farm, Natural Resources Institute Finland (Luke), Huuhtajantie 160, 72210, Tervo, Finland.
Ngô Phú ThỏaResearch Institute for Aquaculture No. 1 (RIA-1), Dinh Bang, Tu Son, Bac Ninh, Vietnam.
Natural Resources Institute Finland · FIResearch Institute for Aquaculture No1 · VN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRainbow trout is an important aquaculture species, which has a worldwide distribution across various production environments. The diverse locations of trout farms involve remarkable variation in environmental factors such as water temperature, which is of major importance for the performance of fish. Thus, robust fish that could thrive under different and suboptimal thermal conditions is a desirable goal for trout breeding. Using a split-family experimental design (40 full-/half-sib groups) for a rainbow trout population derived from the Finnish national breeding program, we studied how two different rearing temperatures (14 and 20 °C) affect feed intake, growth rate and feed conversion ratio in 1-year-old fish. Furthermore, we quantified the additive genetic (co-)variation for daily growth coefficient (DGC) and its thermal sensitivity (TS), defined as the slope of the growth reaction norm between the two temperatures.

resultsThe fish showed consistently lower feed intake, faster growth and better feed conversion ratio at the lower temperature. Heritability of TS of DGC was moderate ([Formula: see text]). The co-heritability parameter derived from selection index theory, which describes the heritable variance of TS, was negative when the intercept was placed at the lower temperature (-0.28). This resulted in moderate accuracy of selection. At the higher temperature, co-heritability of TS was positive (0.20). The genetic correlation between DGC and its TS was strongly negative (-0.64) when the intercept was at the lower temperature and positive (0.38) but not significantly different from zero at the higher temperature.

conclusionsThe considerable amount of genetic variation in TS of growth indicates a potential for selection response and thus for targeted genetic improvement in TS. The negative genetic correlation between DGC and its TS suggests that selection for high growth rate at the lower temperature will result in more temperature-sensitive fish. Instead, the correlated response of TS is less pronounced if the selection for a higher DGC occurred at the higher temperature. It seems possible to control the correlated genetic change of TS while selecting for fast growth across environments, especially if measurements from both environments are available and breeding values for reaction norm slope are directly included in the selection index.

Indexed as

Genetic Association StudiesGenetic VariationQuantitative Trait, HeritableTemperatureAnimalsOncorhynchus mykissThermosensing

Identifiers

PMID27899075
PMCPMC5127088
OpenAlexW2559158259

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.