Evidence map›Paper›PMID 34366600›Full record

ArticlePhysiology and molecular biology of plants : an international journal of functional plant biology2021

Genetic dissection of days to flowering via genome-wide association studies in Turkish common bean germplasm.

Muhammad Azhar Nadeem, Ephrem Habyarimana, Tolga Karaköy, Faheem Shehzad Baloch

Abstract read
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Article in Physiology and molecular biology of plants : an international journal of functional plant biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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6citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
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  4. Optimized gamma radiation produces physiological and morphological changes that improve seed yield in wheat.Physiology and molecular biology of plants : an international journal of functional plant biology · 2022
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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Muhammad Azhar NadeemFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, 58140 Sivas, Turkey.
Ephrem HabyarimanaCREA Research Center for Cereal and Industrial Crops, 40128 Bologna, Italy.
Tolga KaraköyFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, 58140 Sivas, Turkey.
Faheem Shehzad BalochFaculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, 58140 Sivas, Turkey.ORCID 0000-0002-7470-0080

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Common bean is a nutrient-dense legume crop serving as a source of food for millions of people. Characterization of unexplored common bean germplasm to unlock the phenotypic and genetic variations is still needed to explore the breeding potential of this crop. The current study aimed to dissect the genetic basis having association for days to flowering (DF). A total of 188 common bean accessions collected from 19 provinces of Turkey were used as plant material under five environments and two locations. Analysis of variance (ANOVA) revealed that genotypes and genotype by environment interaction have significant effects on DF. A total of 10 most stable accessions were evaluated from stability analysis. Overall maximum (75) and minimum (54) DF were observed for Hakkari-51 and Mus-46 accessions, respectively. The implemented constellation plot divided studied germplasm according to their DF and growth habit. A total of 7900 DArTseq markers were used for association analysis. Mixed linear model using the Q + K Model resulted a total of 18 DArTseq markers from five environments. DArT-8668385 marker identified in Bolu during 2016 was also associated with DF in Sivas during 2017. Combined data of five years resulted a total of four markers (DArT-22346534, DArT-3369768, DArT-3374613, and DArT-3370801) having significant association ( SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s12298-021-01029-8.

Indexed as

DArTseqFood legumeGenomic regionsGWASPhaseolus vulgaris

Identifiers

PMID34366600
PMCPMC8295450

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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.