Evidence map›Paper›PMID 41233722›Full record

ArticleBMC plant biology2025

Harnessing genotype-by-environment interaction and stability analysis of taro (Colocasia esculenta (L.) Schott) genotypes for resilient breeding and food security in Southwest Ethiopia.

Ketema Balcha Debela, Derbew Belew Yohannes, Tewodros Mulualem Beyene, Kassahun Bantte

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Article in BMC plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
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1citing papers in PubMed, 1 pooled it
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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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Mapping the characterization landscape ofFrontiers in plant science · 2026
    Pooled it
4 · The record

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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

4 authors.

Ketema Balcha DebelaDepartment of Horticulture, Wachemo University College of Agricultural Sciences, P.O. Box 667, Hossana, Ethiopia. balchaketema@yahoo.com.
Derbew Belew YohannesDepartment of Horticulture and Plant Sciences, College of Agriculture and Veterinary Medicine, Jimma University, P.O. Box 307, Jimma, Ethiopia.
Tewodros Mulualem BeyeneJimma Agricultural Research Center, P.O. Box 192, Jimma, Ethiopia.
Kassahun BantteDepartment of Horticulture and Plant Sciences, College of Agriculture and Veterinary Medicine, Jimma University, P.O. Box 307, Jimma, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTaro (Colocasia esculenta (L.) Schott) is an important staple in southwestern Ethiopia, contributing to food security and adapting to marginal environments. Understanding genotype-by-environment interaction (G × E) is essential for identifying stable, high-yielding taro genotypes for resilient breeding and food security in Southwest Ethiopia. However, its G × E interaction and stability remain under-researched in Southwest Ethiopia.

methodsTen taro genotypes were evaluated across six environments using a randomized complete block design with three replications. Yield and related traits were assessed using Additive Main effects and Multiplicative Interaction (AMMI), GGE biplot models, and Genotype Stability Index (GSI) analyses.

resultsAMMI analysis showed environment was the main source of variation for all traits, except cormel weight, where genotype had a greater influence. The genotypes x environment interaction (GEI) effects contributed less to the total variation but were still notable. Based on the Genotype Stability Index (GSI), Kiyaq and SM/Ce65 were the most stable genotypes with a high total yield, whereas JD/Ce17 and KD/Ce50 were unstable and low-yielding genotypes in all environments. According to the Which-Won-Where analysis, JS/Ce06 and JD/Ce23 outperformed all other genotypes across environments, with the exception of Jimma. JD/Ce23 had the highest mean yield (37.56 t/ha) and high stability, making it a promising genotype for wide adaptation. The GGE biplot identified JD/Ce23 as the ideal genotype due to its high yield and broad adaptability and recommended it for further evaluation under farmers' conditions prior to potential release. The GGE biplot analysis identified two distinct mega-environments and delineated that Tercha and Gera were the most discriminating, while Jimma was the least. Tercha was identified as the ideal site for evaluating taro genotypes for yield traits.

conclusionThe study provides insight into taro G × E interaction and stability, supporting genotype selection for resilient breeding and enhanced food security in southwestern Ethiopia. These findings contribute to expanding taro genetic resources and inform breeding strategies aimed at enhancing both crop resilience and regional food security.

Indexed as

ColocasiaFood SecurityGene-Environment InteractionPlant BreedingEthiopiaGenotypeAMMIBreedingFood securityGenotype-by-environment interactionGGE biplotMega-environmentStableTaroYield

Identifiers

PMID41233722
PMCPMC12613377

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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.