Evidence map›Paper›PMID 35976886›Full record

ArticlePloS one2022

Multivariate analyses of Ethiopian durum wheat revealed stable and high yielding genotypes.

Behailu Mulugeta, Kassahun Tesfaye, Mulatu Geleta, Eva Johansson, Teklehaimanot Hailesilassie, Cecilia Hammenhag, Faris Hailu, Rodomiro Ortiz

Abstract read
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Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Behailu MulugetaInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.ORCID 0000-0002-6370-940X
Kassahun TesfayeInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.ORCID 0000-0002-4046-4657
Mulatu GeletaDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Eva JohanssonDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Teklehaimanot HailesilassieInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.
Cecilia HammenhagDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Faris HailuDepartment of Biology and Biotechnology, Wollo University, Dessie, Ethiopia.
Rodomiro OrtizDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Improving crop adaptation and stability across diverse and changing environmental conditions is essential to increasing grain yield per unit area. In turn, this contributes to meeting the increasing global food demand. Nevertheless, a number of factors challenge the efficiency of crop improvement programs, of which genotype-by-environment interaction (GEI) is one of the major factors. This study aimed to evaluate the performance and phenotypic stability of 385 Ethiopian durum wheat landraces and 35 cultivars; assess the pattern of genotype by environment interaction (GEI) effect, and identify stable and high-yielding landraces or cultivars using the additive main effect and multiplicative interaction (AMMI) and genotype main effect plus genotype by environment interaction biplot (GGE-biplot). The experiment was laid out in an alpha lattice design with two replications at five test sites (Akaki, Chefe Donsa, Holeta, Kulumsa, and Sinana). The combined analysis of variance revealed highly significant effects (P ≤ 0.01) of environments (E), genotype (G), and GEI on a phenotypic variation of traits evaluated, including grain yield. For all traits, the amount of phenotypic variance and GEI explained by the GGE biplot was higher than in AMMI2, but both exhibited significant effects of E and GEI on the genotypes. The AMMI model identified G169, G420, G413, G139, G415, G416, G417, and G418 as stable genotypes across testing sites. Whereas, the GGE biplot identified G169, G420, G415, G139, G106, G412, G413, and G417 as both high-yielding and stable across test sites. Hence, genotypes identified as stable and high yielding in the present study could be used in a durum wheat breeding program aimed at identifying genes and molecular markers associated with the crop's productivity traits as well as developing stable and high-yielding cultivars for use in East Africa and beyond.

Indexed as

Gene-Environment InteractionTriticumEdible GrainEthiopiaGenotypeMultivariate AnalysisPlant Breeding

Identifiers

PMID35976886
PMCPMC9385061

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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.