Evidence map›Paper›PMID 33388888›Full record

ArticleTAG. Theoretical and applied genetics. Theoretische und angewandte Genetik2021

Genetic variability and genome-wide association analysis of flavor and texture in cooked beans (Phaseolus vulgaris L.).

Amber Bassett, Kelvin Kamfwa, Daniel Ambachew, Karen Cichy

Open access · hybridAbstract read
In one paragraph

Article in TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
3.8field-weighted citation impact, top 8% 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

10 citing papers in PubMed, 29 citations in OpenAlex.

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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

4 authors at 4 institutions in 2 countries.

Amber BassettDepartment of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA.ORCID http://orcid.org/0000-0001-9013-8625
Kelvin KamfwaDepartment of Plant Science, University of Zambia, Lusaka, Zambia.
Daniel AmbachewSouthern Agricultural Research Institute, Hawassa, Ethiopia.
Karen CichyDepartment of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA. karen.cichy@usda.gov.ORCID http://orcid.org/0000-0002-4311-0774
Agricultural Research Service · USMichigan State University · USTennessee State University · USUniversity of Zambia · ZM

Funding

Agricultural Research Service 3060-21650-001-00D (Pulse Crop Health Initiative)Agricultural Research Service 5050-21430-010-00D
6 · The paper itself

Abstract

key messageCooked bean flavor and texture vary within and across 20 Andean seed types; SNPs are significantly associated with total flavor, beany, earthy, starchy, bitter, seed-coat perception, and cotyledon texture. Common dry beans are a nutritious food recognized as a staple globally, but their consumption is low in the USA. Improving bean flavor and texture through breeding has the potential to improve consumer acceptance and suitability for new end-use products. Little is known about genetic variability and inheritance of bean sensory characteristics. A total of 430 genotypes of the Andean Diversity Panel representing twenty seed types were grown in three locations, and cooked seeds were evaluated by a trained sensory panel for flavor and texture attribute intensities, including total flavor, beany, vegetative, earthy, starchy, sweet, bitter, seed-coat perception, and cotyledon texture. Extensive variation in sensory attributes was found across and within seed types. A set of genotypes was identified that exhibit extreme attribute intensities generally stable across all three environments. seed-coat perception and total flavor intensity had the highest broad-sense heritability (0.39 and 0.38, respectively), while earthy and vegetative intensities exhibited the lowest (0.14 and 0.15, respectively). Starchy and sweet flavors were positively correlated and highest in white bean genotypes according to principal component analysis. SNPs associated with total flavor intensity (six SNPs across three chromosomes), beany (five SNPs across four chromosomes), earthy (three SNPs across two chromosomes), starchy (one SNP), bitter (one SNP), seed-coat perception (three SNPs across two chromosomes), and cotyledon texture (two SNPs across two chromosomes) were detected. These findings lay a foundation for incorporating flavor and texture in breeding programs for the development of new varieties that entice growers, consumers, and product developers alike.

Indexed as

CookingPlant BreedingPolymorphism, Single NucleotideChromosome MappingGenome-Wide Association StudyGenotypePhaseolusSeedsStarchStarch

Identifiers

PMID33388888
PMCPMC7925484
OpenAlexW3119085632

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.