Evidence map›Paper›PMID 36570928›Full record

ArticleFrontiers in plant science2022

Novel sources of drought tolerance in sorghum landraces revealed

Muluken Enyew, Anders S Carlsson, Mulatu Geleta, Kassahun Tesfaye, Cecilia Hammenhag, Amare Seyoum, Tileye Feyissa

Open access · goldAbstract read
In one paragraph

Article in Frontiers in plant science, 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
5.6field-weighted citation impact, top 4% 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

9 citing papers in PubMed, 30 citations in OpenAlex.

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  6. Sorghum as a monocot model for drought research.Frontiers in plant science · 2025
    Review
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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 4 institutions in 2 countries.

Muluken EnyewInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.
Anders S CarlssonDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Mulatu GeletaDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Kassahun TesfayeInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.
Cecilia HammenhagDepartment of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
Amare SeyoumNational Sorghum Research Program, Crop Research Department, Melkassa Agricultural Research Center, Ethiopian Institute of Agricultural Research, Adama, Ethiopia.
Tileye FeyissaInstitute of Biotechnology, Addis Ababa University, Addis Ababa, Ethiopia.
Swedish University of Agricultural Sciences · SEAddis Ababa University · ETEthiopian Biodiversity Institute · ETEthiopian Institute of Agricultural Research · ET

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Globally, sorghum is the fifth most important crop, which is used for food, feed and fuel. However, its production and productivity are severely limited by various stresses, including drought. Hence, this study aimed to determine the responses of different drought-tolerance related traits in the Ethiopian sorghum germplasm through multi-environment field trials, thereby identifying novel sources of germplasm that can be used for breeding the crop for drought-tolerance. Three hundred twenty sorghum landraces and four improved varieties were grown at three sites within drought-prone areas (Melkassa, Mieso and Mehoni) in Ethiopia. The targeted traits were chlorophyll content at flowering (CHLF), chlorophyll content at maturity (CHLM), green leaf number at flowering (GLNF), stay-green (SG), flag leaf area (FLA), peduncle length (PDL), and panicle exertion (PAE). Multi-variate analyses of the collected data revealed the presence of high phenotypic variation in all traits. The combined and AMMI Analysis of variance showed that phenotypic variation due to the genotypes was higher for SG, CHLM, CHLF and GLNF and lower for FLA, PE and PDL in comparison with variation due to the environments or genotype by environment interactions. High broad sense heritability was observed for CHLF, CHLM, SG, GLNF, FLA, and PDL, whereas PAE showed moderate heritability. Due to the high heritability of chlorophyll content and the relatively small effect of environmental factors on it, it could serve as a criterion for selecting desirable genotypes for drought-tolerant breeding in sorghum. It has been found that chlorophyll content has a significant positive correlation with stay-green and grain yield, indicating that high chlorophyll content contributes to increasing grain yield by delaying the process of leaf senescence. The analyses of AMMI, GGE biplot, and genotype selection index revealed that several sorghum landraces outperformed the improved varieties with respect to CHLF, CHLM, and SG. Such landraces could serve as novel sources of germplasm for improving drought tolerance through breeding.

Indexed as

abiotic stressAMMI biplotchlorophyll contentdroughtGGE biplotsorghumstay-green

Identifiers

PMID36570928
PMCPMC9768483
OpenAlexW4311707277

What OpenQuestion holds

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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.