Evidence map›Paper›PMID 39448715›Full record

ArticleScientific reports2024

Grain yellowness is an effective predictor of carotenoid content in global sorghum populations.

Rae McDowell, Linly Banda, Scott R Bean, Geoffrey P Morris, Davina H Rhodes

Abstract read
In one paragraph

Article in Scientific reports, 2024. 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
–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

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

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Advancing provitamin A biofortification in sorghum: from allele mining and marker development to prebreeding and breeding.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
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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

5 authors.

Rae McDowellDepartment of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA.
Linly BandaDepartment of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA.
Scott R BeanCenter for Grain and Animal Health Research, USDA-ARS, 1515 College Ave, Manhattan, KS, 66502, USA.
Geoffrey P MorrisDepartment of Soil and Crop Science, Colorado State University, Fort Collins, CO, 80523, USA.
Davina H RhodesDepartment of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO, 80523, USA. davina.rhodes@colostate.edu.

Funding

This work received financial support provided by Foundation for Food & Agriculture Research (FF-NIA20-0000000036). FF-NIA20-0000000036
6 · The paper itself

Abstract

Identification of high carotenoid germplasm is crucial to assist breeders in provitamin-A biofortification of sorghum (Sorghum bicolor [L.] Moench). High-performance liquid chromatography is the gold standard for carotenoid quantification, however, it is not feasible for large scale phenotyping due to its high cost and low throughput. In this study, we tested the feasibility of using grain color as a high-throughput method of carotenoid biofortification breeding. We hypothesized that visual, color-based selection can be an effective strategy to identify high-carotenoid accessions. Yellow grain had significantly higher carotenoid content than red, brown, and white grain. The degree of yellowness could distinguish the presence or absence of carotenoids, but could not distinguish carotenoid concentrations within yellow-only accessions. The degree of luminosity of the grain, however, was able to better predict carotenoid concentrations within yellow-only accessions. Genome-wide association studies identified significant marker-trait associations for qualitative and quantitative grain color traits and carotenoid concentrations near carotenoid pathway genes-ZEP, PDS, CYP97A, NCED, CCD, and LycE-three of which were common between grain color and carotenoid traits. These findings suggest that using grain color as a method for screening germplasm may be an effective high-throughput selection tool for prebreeding and early-stage breeding in carotenoid biofortification.

Indexed as

CarotenoidsSorghumBiofortificationColorEdible GrainGenome-Wide Association StudyPhenotypePlant BreedingQuantitative Trait LociCarotenoidsBiofortificationCarotenoidsCerealsGrain colorGWASProvitamin-A

Identifiers

PMID39448715
PMCPMC11502841

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.