Combined QTL mapping and RNA-Seq profiling reveals candidate genes associated with cadmium tolerance in barley

• Behnam Derakhshani,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Agronomy & Plant Breeding, Faculty of Agriculture, University of Zanjan, Zanjan, Iran, Breeding Material Development Unit, Institute of Crop Science, National Agriculture and Food Research Organization (NARO), Tsukuba, Ibaraki, Japan

  http://orcid.org/0000-0002-8171-4093

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• Hossein Jafary ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: h.jafary@areeo.ac.ir (HJ); yoono@affrc.go.jp (YO)

  Affiliation Iranian Research Institute of Plant Protection, Agricultural Research, Education and Extension Organization (AREEO), Tehran, Iran

  http://orcid.org/0000-0002-2053-6932

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• Bahram Maleki Zanjani,

  Roles Investigation, Methodology, Supervision, Validation, Visualization

  Affiliation Department of Agronomy & Plant Breeding, Faculty of Agriculture, University of Zanjan, Zanjan, Iran

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• Karim Hasanpur,

  Roles Data curation, Formal analysis, Investigation

  Affiliation Department of Animal Science, Faculty of Agriculture, University of Tabriz, Tabriz, Iran

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• Kohei Mishina,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Plant Genome Research Unit, Institute of Crop Science, NARO, Tsukuba, Ibaraki, Japan

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• Tsuyoshi Tanaka,

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliations Breeding Informatics Research Unit, Institute of Crop Science, NARO, Tsukuba, Ibaraki, Japan, Bioinformatics Team, Advanced Analysis Center, NARO, Tsukuba, Ibaraki, Japan

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• Yoshihiro Kawahara,

  Roles Investigation, Methodology, Software

  Affiliations Breeding Informatics Research Unit, Institute of Crop Science, NARO, Tsukuba, Ibaraki, Japan, Bioinformatics Team, Advanced Analysis Center, NARO, Tsukuba, Ibaraki, Japan

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• Youko Oono

  Roles Data curation, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: h.jafary@areeo.ac.ir (HJ); yoono@affrc.go.jp (YO)

  Affiliation Breeding Material Development Unit, Institute of Crop Science, National Agriculture and Food Research Organization (NARO), Tsukuba, Ibaraki, Japan

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