共 81 条
Genome-wide identification and characterization of aquaporin gene family in common bean (Phaseolus vulgaris L.)
被引:76
作者:

Ariani, Andrea
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Plant Sci MS1, Davis, CA 95616 USA Univ Calif Davis, Dept Plant Sci MS1, Davis, CA 95616 USA

Gepts, Paul
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h-index: 0
机构:
Univ Calif Davis, Dept Plant Sci MS1, Davis, CA 95616 USA Univ Calif Davis, Dept Plant Sci MS1, Davis, CA 95616 USA
机构:
[1] Univ Calif Davis, Dept Plant Sci MS1, Davis, CA 95616 USA
基金:
美国食品与农业研究所;
关键词:
Aquaporin;
Drought response;
Gene expression;
Gene structure;
Water homeostasis;
PLASMA-MEMBRANE AQUAPORINS;
TONOPLAST INTRINSIC PROTEINS;
COEXPRESSION NETWORKS;
ARABIDOPSIS-THALIANA;
DROUGHT TOLERANCE;
PLANT AQUAPORINS;
HIGHLY DIVERGENT;
WATER CHANNEL;
GROWTH HABIT;
GAMMA-TIP;
D O I:
10.1007/s00438-015-1038-2
中图分类号:
Q5 [生物化学];
Q7 [分子生物学];
学科分类号:
071010 ;
081704 ;
摘要:
Plant aquaporins are a large and diverse family of water channel proteins that are essential for several physiological processes in living organisms. Numerous studies have linked plant aquaporins with a plethora of processes, such as nutrient acquisition, CO2 transport, plant growth and development, and response to abiotic stresses. However, little is known about this protein family in common bean. Here, we present a genome-wide identification of the aquaporin gene family in common bean (Phaseolus vulgaris L.), a legume crop essential for human nutrition. We identified 41 full-length coding aquaporin sequences in the common bean genome, divided by phylogenetic analysis into five sub-families (PIPs, TIPs, NIPs, SIPs and XIPs). Residues determining substrate specificity of aquaporins (i.e., NPA motifs and ar/R selectivity filter) seem conserved between common bean and other plant species, allowing inference of substrate specificity for these proteins. Thanks to the availability of RNA-sequencing datasets, expression levels in different organs and in leaves of wild and domesticated bean accessions were evaluated. Three aquaporins (PvTIP1;1, PvPIP2;4 and PvPIP1;2) have the overall highest mean expressions, with PvTIP1;1 having the highest expression among all aquaporins. We performed an EST database mining to identify drought-responsive aquaporins in common bean. This analysis showed a significant increase in expression for PvTIP1;1 in drought stress conditions compared to well-watered environments. The pivotal role suggested for PvTIP1;1 in regulating water homeostasis and drought stress response in the common bean should be verified by further field experimentation under drought stress.
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页码:1771 / 1785
页数:15
相关论文
共 81 条
[1]
Whole gene family expression and drought stress regulation of aquaporins
[J].
Alexandersson, E
;
Fraysse, L
;
Sjövall-Larsen, S
;
Gustavsson, S
;
Fellert, M
;
Karlsson, M
;
Johanson, U
;
Kjellbom, P
.
PLANT MOLECULAR BIOLOGY,
2005, 59 (03)
:469-484

Alexandersson, E
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Fraysse, L
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Sjövall-Larsen, S
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Gustavsson, S
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Fellert, M
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Karlsson, M
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Johanson, U
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden

Kjellbom, P
论文数: 0 引用数: 0
h-index: 0
机构:
Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden Lund Univ, Dept Plant Biochem, SE-22100 Lund, Sweden
[2]
Drought, abscisic acid and transpiration rate effects on the regulation of PIP aquaporin gene expression and abundance in Phaseolus vulgaris plants
[J].
Aroca, Ricardo
;
Ferrante, Antonio
;
Vernieri, Paolo
;
Chrispeels, Maarten J.
.
ANNALS OF BOTANY,
2006, 98 (06)
:1301-1310

Aroca, Ricardo
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USA

Ferrante, Antonio
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USA

Vernieri, Paolo
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USA

Chrispeels, Maarten J.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Calif San Diego, Div Biol Sci, La Jolla, CA 92093 USA
[3]
Phenotyping common beans for adaptation to drought
[J].
Beebe, Stephen E.
;
Rao, Idupulapati M.
;
Blair, Matthew W.
;
Acosta-Gallegos, Jorge A.
.
FRONTIERS IN PHYSIOLOGY,
2013, 4

Beebe, Stephen E.
论文数: 0 引用数: 0
h-index: 0
机构:
CIAT Int Ctr Trop Agr, Cali, Colombia CIAT Int Ctr Trop Agr, Cali, Colombia

Rao, Idupulapati M.
论文数: 0 引用数: 0
h-index: 0
机构:
CIAT Int Ctr Trop Agr, Cali, Colombia CIAT Int Ctr Trop Agr, Cali, Colombia

Blair, Matthew W.
论文数: 0 引用数: 0
h-index: 0
机构:
CIAT Int Ctr Trop Agr, Cali, Colombia CIAT Int Ctr Trop Agr, Cali, Colombia

Acosta-Gallegos, Jorge A.
论文数: 0 引用数: 0
h-index: 0
机构:
Inst Nacl Invest Forestales Agr & Pecuarias, Bean Program, INIFAP Res Stn, Celaya, Mexico CIAT Int Ctr Trop Agr, Cali, Colombia
[4]
Life with and without AtTIP1;1, an Arabidopsis aquaporin preferentially localized in the apposing tonoplasts of adjacent vacuoles
[J].
Beebo, Azeez
;
Thomas, Dominique
;
Der, Christophe
;
Sanchez, Lisa
;
Leborgne-Castel, Nathalie
;
Marty, Francis
;
Schoefs, Benoit
;
Bouhidel, Karim
.
PLANT MOLECULAR BIOLOGY,
2009, 70 (1-2)
:193-209

Beebo, Azeez
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Thomas, Dominique
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Der, Christophe
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Sanchez, Lisa
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Leborgne-Castel, Nathalie
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Marty, Francis
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Schoefs, Benoit
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France

Bouhidel, Karim
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France Univ Bourgogne, CNRS 5184, INRA, UMR 1088, F-21065 Dijon, France
[5]
Point mutations in the aromatic/arginine region in aquaporin 1 allow passage of urea, glycerol, ammonia, and protons
[J].
Beitz, E
;
Wu, BH
;
Holm, LM
;
Schultz, JE
;
Zeuthen, T
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2006, 103 (02)
:269-274

Beitz, E
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tubingen, Dept Pharmaceut Biochem, D-72076 Tubingen, Germany

Wu, BH
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tubingen, Dept Pharmaceut Biochem, D-72076 Tubingen, Germany

Holm, LM
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tubingen, Dept Pharmaceut Biochem, D-72076 Tubingen, Germany

Schultz, JE
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tubingen, Dept Pharmaceut Biochem, D-72076 Tubingen, Germany

Zeuthen, T
论文数: 0 引用数: 0
h-index: 0
机构: Univ Tubingen, Dept Pharmaceut Biochem, D-72076 Tubingen, Germany
[6]
Application of in silico bulked segregant analysis for rapid development of markers linked to Bean common mosaic virus resistance in common bean
[J].
Bello, Marco H.
;
Moghaddam, Samira M.
;
Massoudi, Mark
;
McClean, Phillip E.
;
Cregan, Perry B.
;
Miklas, Phillip N.
.
BMC GENOMICS,
2014, 15

Bello, Marco H.
论文数: 0 引用数: 0
h-index: 0
机构:
USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA

Moghaddam, Samira M.
论文数: 0 引用数: 0
h-index: 0
机构:
N Dakota State Univ, Dept Plant Sci & Genom, Fargo, ND 58108 USA
N Dakota State Univ, Bioinformat Program, Fargo, ND 58108 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA

Massoudi, Mark
论文数: 0 引用数: 0
h-index: 0
机构:
Ag Biotech Inc, Bautista, CA 95045 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA

McClean, Phillip E.
论文数: 0 引用数: 0
h-index: 0
机构:
N Dakota State Univ, Dept Plant Sci & Genom, Fargo, ND 58108 USA
N Dakota State Univ, Bioinformat Program, Fargo, ND 58108 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA

Cregan, Perry B.
论文数: 0 引用数: 0
h-index: 0
机构:
USDA ARS, Soybean Genom & Improvement Lab, Beltsville, MD 20705 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA

Miklas, Phillip N.
论文数: 0 引用数: 0
h-index: 0
机构:
USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA USDA ARS, Vegetable & Forage Crops Res Unit, Prosser, WA 99350 USA
[7]
Decreased Nucleotide and Expression Diversity and Modified Coexpression Patterns Characterize Domestication in the Common Bean
[J].
Bellucci, Elisa
;
Bitocchi, Elena
;
Ferrarini, Alberto
;
Benazzo, Andrea
;
Biagetti, Eleonora
;
Klie, Sebastian
;
Minio, Andrea
;
Rau, Domenico
;
Rodriguez, Monica
;
Panziera, Alex
;
Venturini, Luca
;
Attene, Giovanna
;
Albertini, Emidio
;
Jackson, Scott A.
;
Nanni, Laura
;
Fernie, Alisdair R.
;
Nikoloski, Zoran
;
Bertorelle, Giorgio
;
Delledonne, Massimo
;
Papa, Roberto
.
PLANT CELL,
2014, 26 (05)
:1901-1912

Bellucci, Elisa
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Bitocchi, Elena
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

论文数: 引用数:
h-index:
机构:

论文数: 引用数:
h-index:
机构:

Biagetti, Eleonora
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Klie, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Genes & Small Mol Grp, D-14476 Potsdam, Germany Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

论文数: 引用数:
h-index:
机构:

论文数: 引用数:
h-index:
机构:

Rodriguez, Monica
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Sassari, Dept Agr, I-07100 Sassari, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Panziera, Alex
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Ferrara, Dept Life Sci & Biotechnol, I-44100 Ferrara, Italy
Fdn Edmund Mach, Dept Biodivers & Mol Ecol, I-38010 San Michele All Adige, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Venturini, Luca
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Verona, Dept Biotechnol, I-37134 Verona, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Attene, Giovanna
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Sassari, Dept Agr, I-07100 Sassari, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Albertini, Emidio
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Perugia, Dept Appl Biol, I-06121 Perugia, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Jackson, Scott A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Georgia, Ctr Appl Genet Technol, Athens, GA 30602 USA Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Nanni, Laura
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Fernie, Alisdair R.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Cent Metab Grp, D-14476 Potsdam, Germany Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

Nikoloski, Zoran
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Syst Biol & Math Modeling Grp, D-14476 Potsdam, Germany Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy

论文数: 引用数:
h-index:
机构:

论文数: 引用数:
h-index:
机构:

Papa, Roberto
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy
Cereal Res Ctr CRA CER, Consiglio Ric & Sperimentaz Agr, I-71122 Foggia, Italy Univ Politecn Marche, Dept Agr Food & Environm Sci, I-60131 Ancona, Italy
[8]
Specific aquaporins facilitate the diffusion of hydrogen peroxide across membranes
[J].
Bienert, Gerd P.
;
Moller, Anders L. B.
;
Kristiansen, Kim A.
;
Schulz, Alexander
;
Moller, Ian M.
;
Schjoerring, Jan K.
;
Jahn, Thomas P.
.
JOURNAL OF BIOLOGICAL CHEMISTRY,
2007, 282 (02)
:1183-1192

Bienert, Gerd P.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Moller, Anders L. B.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Kristiansen, Kim A.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Schulz, Alexander
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Moller, Ian M.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Schjoerring, Jan K.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark

Jahn, Thomas P.
论文数: 0 引用数: 0
h-index: 0
机构: Univ Copenhagen, Fac Life Sci, Dept Agr Sci, Plant & Soil Sci Lab, DK-1871 Frederiksberg C, Denmark
[9]
Solanaceae XIPs are plasma membrane aquaporins that facilitate the transport of many uncharged substrates
[J].
Bienert, Gerd Patrick
;
Bienert, Manuela Desiree
;
Jahn, Thomas Paul
;
Boutry, Marc
;
Chaumont, Francois
.
PLANT JOURNAL,
2011, 66 (02)
:306-317

Bienert, Gerd Patrick
论文数: 0 引用数: 0
h-index: 0
机构:
Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium

Bienert, Manuela Desiree
论文数: 0 引用数: 0
h-index: 0
机构:
Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium

Jahn, Thomas Paul
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Copenhagen, Dept Agr & Ecol, Fac Life Sci, DK-1871 Frederiksberg, Denmark Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium

Boutry, Marc
论文数: 0 引用数: 0
h-index: 0
机构:
Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium

Chaumont, Francois
论文数: 0 引用数: 0
h-index: 0
机构:
Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium Catholic Univ Louvain, Inst Sci Vie, B-1348 Louvain, Belgium
[10]
Molecular analysis of the parallel domestication of the common bean (Phaseolus vulgaris) in Mesoamerica and the Andes
[J].
Bitocchi, Elena
;
Bellucci, Elisa
;
Giardini, Alessandro
;
Rau, Domenico
;
Rodriguez, Monica
;
Biagetti, Eleonora
;
Santilocchi, Rodolfo
;
Zeuli, Pierluigi Spagnoletti
;
Gioia, Tania
;
Logozzo, Giuseppina
;
Attene, Giovanna
;
Nanni, Laura
;
Papa, Roberto
.
NEW PHYTOLOGIST,
2013, 197 (01)
:300-313

Bitocchi, Elena
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Bellucci, Elisa
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Giardini, Alessandro
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

论文数: 引用数:
h-index:
机构:

论文数: 引用数:
h-index:
机构:

Biagetti, Eleonora
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Santilocchi, Rodolfo
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Zeuli, Pierluigi Spagnoletti
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Basilicata, Scuola Sci Agr Forestali Alimentari & Ambientali, I-85100 Potenza, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Gioia, Tania
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Basilicata, Scuola Sci Agr Forestali Alimentari & Ambientali, I-85100 Potenza, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

论文数: 引用数:
h-index:
机构:

Attene, Giovanna
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Sassari, Dipartimento Agr, I-07100 Sassari, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Nanni, Laura
论文数: 0 引用数: 0
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Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy

Papa, Roberto
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Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy
Agr Res Council CRA CER, Cereal Res Ctr, I-71122 Foggia, Italy Univ Politecn Marche, Dipartimento Sci Agr Alimentari & Ambientali, I-60131 Ancona, Italy