Genome-Wide Association Study and Identification of Candidate Genes for Nitrogen Use Efficiency in Barley (Hordeum vulgare L.)
Open accessAbstract
Nitrogen (N) fertiliser is largely responsible for barley grain yield potential and quality, yet excessive application leads to environmental pollution and high production costs. Therefore, efficient use of N is fundamental for sustainable agriculture. In the present study, we investigated the performance of 282 barley accessions through hydroponic screening using optimal and low NH4NO3 treatments. Low-N treatment led to an average shoot dry weight reduction of 50% but there were significant genotypic differences among the accessions. Approximately 20% of the genotypes showed high (>75%) relative shoot dry weight under low-N treatment and were classified as low-N tolerant whereas 20% were low-N sensitive (≤55%). Low-N tolerant accessions exhibited well-developed root systems with an average increase of 60% in relative root dry weight to facilitate more N absorption. A genome-wide association study (GWAS) identified 66 significant marker trait associations (MTAs) conferring high nitrogen use efficiency, four of which were stable across experiments. These four MTAs were located on chromosomes 1H(1), 3H(1) and 7H(2) and were associated with relative shoot length, relative shoot and root dry weight. Genes corresponding to the significant MTAs were retrieved as candidate genes, including members of the asparagine synthetase gene family, several transcription factor families, protein kinases and nitrate transporters. Most importantly, the high-affinity nitrate transporter 2.7 (HvNRT2.7) was identified as a promising candidate on 7H for root and shoot dry weight. The identified candidate genes provide new insights into our understanding of the molecular mechanisms driving nitrogen use efficiency in barley and represent potential targets for genetic improvement.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Elite stress-tolerant barley genotypes such as 'Golshan' and 'Oxin' for salinity, and 'GrangeR' and 'Bridge' for low-N tolerance have been identified through phenotype screening.
“Also, elite stresstolerant barley genotypes such as 'Golshan' and 'Oxin' for salinity, and 'GrangeR' and 'Bridge' for low-N tolerance have been identified through phenotype screening (Karunarathne et al., 2020;Bahrani et al., 2023).”
From Genetic resources and precise gene editing for targeted improvement of barley abiotic stress tolerance (2023) · cites this paper as Karunarathne et al., 2020
In barley, functional genes under various stresses have been identified over the years.
“In barley, functional genes under various stresses have been identified over the years”
From Genetic resources and precise gene editing for targeted improvement of barley abiotic stress tolerance (2023) · cites this paper as Karunarathne et al., 2020
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
Detecting the number of clusters of individuals using the software structure: a simulation study
Evanno, G., Regnaut, S., & Goudet, J. (2005) · Molecular Ecology · doi:10.1111/j.1365-294x.2005.02553.x · Cited by 21,540 · see citing works
TASSEL: software for association mapping of complex traits in diverse samples
Bradbury, P. J., Zhang, Z., Kroon, D. E., Casstevens, T. M., Ramdoss, Y., & Buckler, E. S. (2007) · Bioinformatics · doi:10.1093/bioinformatics/btm308 · Cited by 7,785 · see citing works
The Future of Genetic Studies of Complex Human Diseases
Risch, N., & Merikangas, K. (1996) · Science · doi:10.1126/science.273.5281.1516 · Cited by 5,355 · see citing works
Inferring weak population structure with the assistance of sample group information
HUBISZ, M. J., FALUSH, D., STEPHENS, M., & PRITCHARD, J. K. (2009) · Molecular Ecology Resources · doi:10.1111/j.1755-0998.2009.02591.x · Cited by 3,475 · see citing works
Analysis and Interpretation of Factors Which Contribute to Efficiency of Nitrogen Utilization1
Moll, R. H., Kamprath, E. J., & Jackson, W. A. (1982) · Agronomy Journal · doi:10.2134/agronj1982.00021962007400030037x · Cited by 1,724 · see citing works
Mu, J., Wang, G., Yan, H., Li, H., Wang, X., Gao, E., Hou, C., Pham, A. T. C., Wu, L., Zhang, Q., et al. (2018) · Nature Communications · doi:10.1038/s41467-018-03032-2 · Cited by 1,458 · see citing works
NRT1.1B is associated with root microbiota composition and nitrogen use in field-grown rice
Zhang, J., Liu, Y., Zhang, N., Hu, B., Jin, T., Xu, H., Qin, Y., Yan, P., Zhang, X., Guo, X., et al. (2019) · Nature Biotechnology · doi:10.1038/s41587-019-0104-4 · Cited by 1,125 · see citing works
Self-citationNitrate–NRT1.1B–SPX4 cascade integrates nitrogen and phosphorus signalling networks in plants
Hu, B., Jiang, Z., Wang, W., et al. (2019) · Nature Plants · doi:10.1038/s41477-019-0384-1 · Cited by 527 · see citing works
Martin, A., Lee, J., Kichey, T., et al. (2006) · The Plant Cell · doi:10.1105/tpc.106.042689 · Cited by 523 · see citing works
The regulation of nitrate and ammonium transport systems in plants
Glass, A. D. M. (2002) · Journal of Experimental Botany · doi:10.1093/jexbot/53.370.855 · Cited by 499 · see citing works
Tranbarger, T. J., Kluabmongkol, W., Sangsrakru, D., Morcillo, F., Tregear, J. W., Tragoonrung, S., & Billotte, N. (2012) · BMC Plant Biology · doi:10.1186/1471-2229-12-1 · Cited by 464 · see citing works
Genome-wide association studies for agronomical traits in a world wide spring barley collection
Pasam, R., Sharma, R. K., Malosetti, M., van Eeuwijk, F. A., Haseneyer, G., Kilian, B., & Graner, A. (2012) · BMC Plant Biology · doi:10.1186/1471-2229-12-16 · Cited by 401 · see citing works
The Optimal Lateral Root Branching Density for Maize Depends on Nitrogen and Phosphorus Availability
Postma, J. A., Dathe, A., & Lynch, J. P. (2014) · PLANT PHYSIOLOGY · doi:10.1104/pp.113.233916 · Cited by 390 · see citing works
Osakabe, Y., Maruyama, K., Seki, M., et al. (2005) · The Plant Cell · doi:10.1105/tpc.104.027474 · Cited by 380 · see citing works
Diehn, S., Zimmermann, B., Bağcıoğlu, M., Seifert, S., Köhler, A., Ohlson, M., Fjellheim, S., Weidner, S. M., & Kneipp, J. (2018) · Scientific Reports · doi:10.1038/s41598-018-34800-1 · Cited by 362 · see citing works
Wang, W., Hu, B., Yuan, D., Liu, Y., Che, R., Hu, Y., Ou, S., Liu, Y., Zhang, Z., Wang, H., et al. (2018) · The Plant Cell · doi:10.1105/tpc.17.00809 · Cited by 351 · see citing works
Miao, W., Yao, Y., Zhang, Z., Ma, C., Li, S., Tang, J., Liu, H., Liu, Z., Wang, D., Camburn, M. A., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-11803-8 · Cited by 332 · see citing works
Varshney, R. K., Mohan, S. M., Gaur, P. M., Chamarthi, S. K., Singh, V. K., Srinivasan, S., Swapna, N., Sharma, M., Pande, S., Singh, S., et al. (2014) · The Plant Genome · doi:10.3835/plantgenome2013.10.0035 · Cited by 297 · see citing works
Shrawat, A. K., Carroll, R. T., DePauw, M., Taylor, G. J., & Good, A. G. (2008) · Plant Biotechnology Journal · doi:10.1111/j.1467-7652.2008.00351.x · Cited by 295 · see citing works
Analysis of the NRT2 Nitrate Transporter Family in Arabidopsis. Structure and Gene Expression
Orsel, M., Krapp, A., & Daniel‐Vedele, F. (2002) · PLANT PHYSIOLOGY · doi:10.1104/pp.005280 · Cited by 294 · see citing works
TheArabidopsisATNRT2.7 Nitrate Transporter Controls Nitrate Content in Seeds
Chopin, F., Orsel, M., Dorbe, M.-F., Chardon, G., Truong, H., Miller, T., Krapp, A., & Daniel‐Vedele, F. (2007) · The Plant Cell · doi:10.1105/tpc.107.050542 · Cited by 261 · see citing works
Tang, W., Ye, J., Yao, X., Zhao, P., Xuan, W., Tian, Y., Zhang, Y., Xu, S., An, H., Chen, G., et al. (2019) · Nature Communications · doi:10.1038/s41467-019-13187-1 · Cited by 256 · see citing works
Overexpression of the ASN1 Gene Enhances Nitrogen Status in Seeds of Arabidopsis
Lam, H., Wong, P., Chan, H.-K., et al. (2003) · PLANT PHYSIOLOGY · doi:10.1104/pp.103.020123 · Cited by 225 · see citing works
Shaping a root system: regulating lateral versus primary root growth
Tian, H., Smet, I. D., & Ding, Z. (2014) · Trends in Plant Science · doi:10.1016/j.tplants.2014.01.007 · Cited by 207 · see citing works
He, X., Qu, B., Li, W., et al. (2015) · PLANT PHYSIOLOGY · doi:10.1104/pp.15.00568 · Cited by 201 · see citing works
Reduced frequency of lateral root branching improves N capture from low-N soils in maize
Zhan, A., & Lynch, J. P. (2015) · Journal of Experimental Botany · doi:10.1093/jxb/erv007 · Cited by 185 · see citing works
The Importance of Barley Genetics and Domestication in a Global Perspective
Pourkheirandish, M., & Komatsuda, T. (2007) · Annals of Botany · doi:10.1093/aob/mcm139 · Cited by 178 · see citing works
Li, P., Chen, F., Cai, H., Liu, J., Pan, Q., Liu, Z., Gu, R., Mi, G., Zhang, F. S., & Yuan, L. (2015) · Journal of Experimental Botany · doi:10.1093/jxb/erv127 · Cited by 160 · see citing works
Transgenic expression of plastidic glutamine synthetase increases nitrogen uptake and yield in wheat
Hu, M., Zhao, X., Liu, Q., Hong, X., Zhang, W., Zhang, Y., Sun, L., Li, H., & Tong, Y. (2018) · Plant Biotechnology Journal · doi:10.1111/pbi.12921 · Cited by 149 · see citing works
Genetic variations in ARE1 mediate grain yield by modulating nitrogen utilization in rice
Wang, Q., Nian, J., Xie, X., Yu, H. J., Zhang, J., Bai, J., Dong, G., Hu, J., Bai, B., Chen, L., et al. (2018) · Nature Communications · doi:10.1038/s41467-017-02781-w · Cited by 147 · see citing works
Mickelson, S. (2003) · Journal of Experimental Botany · doi:10.1093/jxb/erg084 · Cited by 143 · see citing works
Wang, M., Jiang, N., Jia, T., Leach, L. J., Cockram, J., Waugh, R., Ramsay, L., Thomas, B., & Luo, Z. (2011) · Theoretical and Applied Genetics · doi:10.1007/s00122-011-1697-2 · Cited by 142 · see citing works
Jiménez‐Guerrero, I., Acosta‐Jurado, S., del Cerro, P., Navarro‐Gómez, P., López‐Baena, F. J., Ollero, F. J., Vinardell, J., & Pérez‐Montaño, F. (2017) · Genes · doi:10.3390/genes9010001 · Cited by 135 · see citing works
Li, X., Zhou, Z., Ding, J., Wu, Y., Zhou, B., Wang, R., Ma, J., Wang, S., Zhang, X., Xia, Z., et al. (2016) · Frontiers in Plant Science · doi:10.3389/fpls.2016.00833 · Cited by 128 · see citing works
Self-citationYu, C., Liu, Y., Zhang, A., Su, S., Yan, A., Huang, L., Ali, I., Liu, Y., Forde, B., & Gan, Y. (2015) · PLoS ONE · doi:10.1371/journal.pone.0135196 · Cited by 124 · see citing works
Mwando, E., Han, Y. N., Angessa, T. T., et al. (2020) · Frontiers in Plant Science · doi:10.3389/fpls.2020.00118 · Cited by 122 · see citing works
Self-citationPathak, R. R., Ahmad, A., Lochab, S., et al. (2008) · Cited by 114 · see citing works
Hao, Q. N., Zhou, X. A., Sha, A., et al. (2011) · BMC Genomics · doi:10.1186/1471-2164-12-525 · Cited by 113 · see citing works
Association Mapping of Agronomic QTLs in U.S. Spring Barley Breeding Germplasm
Pauli, D., Muehlbauer, G. J., Smith, K. P., Cooper, B., Hole, D., Obert, D. E., Ullrich, S. E., & Blake, T. K. (2014) · The Plant Genome · doi:10.3835/plantgenome2013.11.0037 · Cited by 111 · see citing works
Early molecular events associated with nitrogen deficiency in rice seedling roots
Hsieh, P., Kan, C.-C., Wu, H.-Y., Yang, H.-C., & Hsieh, M. (2018) · Scientific Reports · doi:10.1038/s41598-018-30632-1 · Cited by 111 · see citing works
Kothari, K. S., Dansana, P. K., Giri, J., & Tyagi, A. K. (2016) · Frontiers in Plant Science · doi:10.3389/fpls.2016.01057 · Cited by 110 · see citing works
Genome-wide association mapping of frost tolerance in barley (Hordeum vulgare L.)
Visioni, A., Tondelli, A., Francia, E., et al. (2013) · BMC Genomics · doi:10.1186/1471-2164-14-424 · Cited by 108 · see citing works
Pham, A., Maurer, A., Pillen, K., et al. (2019) · BMC Plant Biology · doi:10.1186/s12870-019-1723-0 · Cited by 97 · see citing works
Targeted enrichment by solution-based hybrid capture to identify genetic sequence variants in barley
Hill, C. B., Wong, D., Tibbits, J. F. G., Forrest, K., Hayden, M., Zhang, X., Westcott, S., Angessa, T. T., & Li, C. (2019) · Scientific Data · doi:10.1038/s41597-019-0011-z · Cited by 96 · see citing works
Self-citationBeatty, P. H., Anbessa, Y., Juskiw, P. E., et al. (2010) · Annals of Botany · doi:10.1093/aob/mcq025 · Cited by 92 · see citing works
Mapping of HKT1;5 Gene in Barley Using GWAS Approach and Its Implication in Salt Tolerance Mechanism
Hazzouri, K. M., Khraiwesh, B., Amiri, K. M. A., Pauli, D., Blake, T., Shahid, M., Mullath, S. K., Nelson, D., Mansour, A. L., Salehi-Ashtiani, K., et al. (2018) · Frontiers in Plant Science · doi:10.3389/fpls.2018.00156 · Cited by 91 · see citing works
Han, Y., Yin, S., Huang, L., Wu, X., Zeng, J., Liu, X., Qiu, L., Munns, R., Chen, Z.-H., & Zhang, G. (2018) · Plant and Cell Physiology · doi:10.1093/pcp/pcy116 · Cited by 85 · see citing works
Self-citationGhoneim, A. M., Gewaily, E. E., & Osman, M. M. A. (2018) · Open Agriculture · doi:10.1515/opag-2018-0034 · Cited by 82 · see citing works
Is poverty the mother of crime? Evidence from homicide rates in China
Dong, B., Egger, P. H., & Guo, Y. (2020) · PLoS ONE · doi:10.1371/journal.pone.0233034 · Cited by 79 · see citing works
Pi, B., He, X., Ruan, Y., Jang, J.-C., & Huang, Y. (2018) · BMC Plant Biology · doi:10.1186/s12870-018-1608-7 · Cited by 78 · see citing works
Chien, S. H., Teixeira, L. A. J., Cantarella, H., et al. (2016) · Agronomy Journal · doi:10.2134/agronj2015.0276 · Cited by 75 · see citing works
Dansana, P. K., Kothari, K. S., Vij, S., & Tyagi, A. K. (2014) · Plant Cell Reports · doi:10.1007/s00299-014-1626-3 · Cited by 71 · see citing works
Liu, Z., Gao, K., Shan, S., Gu, R., Wang, Z., Craft, E. J., Mi, G., Yuan, L., & Chen, F. (2017) · Frontiers in Plant Science · doi:10.3389/fpls.2017.00436 · Cited by 71 · see citing works
He, H., Yang, R., Li, Y., et al. (2017) · Frontiers in Plant Science · doi:10.3389/fpls.2017.01825 · Cited by 71 · see citing works
OsMADS25 regulates root system development via auxin signalling in rice
Zhang, G., Xu, N., Chen, H., Wang, G., & Huang, J. (2018) · The Plant Journal · doi:10.1111/tpj.14007 · Cited by 70 · see citing works
Cañas, R. A., Quilleré, I., Lea, P. J., et al. (2010) · Plant Biotechnology Journal · doi:10.1111/j.1467-7652.2010.00524.x · Cited by 69 · see citing works
Nitrogen Use Efficiency in a Genetically Diverse Set of Winter Oilseed Rape (Brassica napus L.)
Kessel, B., Schierholt, A., & Becker, H. C. (2012) · Crop Science · doi:10.2135/cropsci2012.02.0134 · Cited by 66 · see citing works
Curtis, T. Y., Bo, V., Tucker, A., & Halford, N. G. (2018) · Food and Energy Security · doi:10.1002/fes3.126 · Cited by 66 · see citing works
Monostori, I., Szira, F., Tondelli, A., et al. (2017) · PLoS ONE · doi:10.1371/journal.pone.0189265 · Cited by 61 · see citing works
Review: Strategies to increase nitrogen use efficiency of spring barley
Anbessa, Y., & Juskiw, P. E. (2012) · Canadian Journal of Plant Science · doi:10.4141/cjps2011-207 · Cited by 58 · see citing works
Kowalski, A., Gooding, M. J., Ferrante, A., et al. (2016) · Field Crops Research · doi:10.1016/j.fcr.2016.02.026 · Cited by 54 · see citing works
Effect of breeding on nitrogen use efficiency-associated traits in oilseed rape
Stahl, A., Vollrath, P., Samans, B., Frisch, M., Wittkop, B., & Snowdon, R. J. (2019) · Journal of Experimental Botany · doi:10.1093/jxb/erz044 · Cited by 54 · see citing works
Abdel‐Ghani, A. H., Sharma, R. K., Wabila, C., et al. (2019) · BMC Plant Biology · doi:10.1186/s12870-019-1828-5 · Cited by 54 · see citing works
Liu, B., Yi, J., Aishwarya, S. V., Lan, X., Ma, Y., Huang, T. H. ‐., Leone, G. W., & Jin, V. X. (2013) · BMC Genomics · doi:10.1186/1471-2164-14-s8-s3 · Cited by 53 · see citing works
GWAS analysis in spring barley (Hordeum vulgare L.) for morphological traits exposed to drought
Jabbari, M., Fakheri, B. A., Aghnoum, R., Nezhad, N. M., & Ataei, R. (2018) · PLoS ONE · doi:10.1371/journal.pone.0204952 · Cited by 51 · see citing works
RNA secondary structure prediction with pseudoknots: Contribution of algorithm versus energy model
Jabbari, H., Wark, I., & Montemagno, C. D. (2018) · PLoS ONE · doi:10.1371/journal.pone.0194583 · Cited by 49 · see citing works
Mody, K. T., Mahony, D., Cavallaro, A. S., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0143507 · Cited by 47 · see citing works
Goel, P., Sharma, N. K., Bhuria, M., et al. (2018) · Scientific Reports · doi:10.1038/s41598-018-25826-6 · Cited by 46 · see citing works
Guo, B., Li, Y., Wang, S., Li, D., Lv, C., & Xu, R. (2020) · PLoS ONE · doi:10.1371/journal.pone.0232056 · Cited by 46 · see citing works
Analysis of Gene Regulatory Networks of Maize in Response to Nitrogen
Lu, J., Ball, G., Hodgman, C. T., et al. (2018) · Genes · doi:10.3390/genes9030151 · Cited by 45 · see citing works
Hoffmann, A., Maurer, A., & Pillen, K. (2012) · BMC Genetics · doi:10.1186/1471-2156-13-88 · Cited by 44 · see citing works
Hill, C. B., Angessa, T. T., McFawn, L., Wong, D., Tibbits, J. F. G., Zhang, X., Forrest, K., Moody, D. B., Telfer, P., Westcott, S., et al. (2018) · Plant Biotechnology Journal · doi:10.1111/pbi.13029 · Cited by 44 · see citing works
Self-citationDevelopment and field performance of nitrogen use efficient rice lines for Africa
Selvaraj, M. G., Valencia-Ortiz, M., Ogawa, S., et al. (2016) · Plant Biotechnology Journal · doi:10.1111/pbi.12675 · Cited by 41 · see citing works
Fine mapping of qGL5H, a major grain length locus in barley (Hordeum vulgare L.)
Watt, C., Zhou, G., McFawn, L., et al. (2018) · Theoretical and Applied Genetics · doi:10.1007/s00122-018-3243-y · Cited by 41 · see citing works
Self-citationUPDG: U tilities package for data analysis of P ooled D NA G WAS
Ho, D. W., Yap, M. K. H., & Yip, S. P. (2012) · BMC Genetics · doi:10.1186/1471-2156-13-1 · Cited by 38 · see citing works
QTL mapping for seedling traits under different nitrogen forms in wheat
Sun, J., Guo, Y., Zhang, G., Gao, M., Zhang, G., Kong, F., Zhao, Y., & Li, S. (2012) · Euphytica · doi:10.1007/s10681-012-0834-6 · Cited by 37 · see citing works
Quantitative trait locus analysis of nitrogen use efficiency in barley (Hordeum vulgare L.)
Kindu, G. A., Tang, J., Yin, X., et al. (2014) · Euphytica · doi:10.1007/s10681-014-1138-9 · Cited by 36 · see citing works
A global barley panel revealing genomic signatures of breeding in modern Australian cultivars
Hill, C. B., Angessa, T. T., Zhang, X., et al. (2021) · The Plant Journal · doi:10.1111/tpj.15173 · Cited by 36 · see citing works
Self-citationGhamsari, L., Santhanam, B., Shen, Y., et al. (2011) · BMC Genomics · doi:10.1186/1471-2164-12-s1-s4 · Cited by 33 · see citing works
Improving Plant Nitrogen-Use Efficiency
Pathak, R. R., Lochab, S., & Raghuram, N. (2011) · Elsevier eBooks · doi:10.1016/b978-0-08-088504-9.00472-4 · Cited by 33 · see citing works
Surnames and ancestry in Brazil
Monastério, L. M. (2017) · PLoS ONE · doi:10.1371/journal.pone.0176890 · Cited by 30 · see citing works
Biomass and Nitrogen Use Efficiency of Grain Sorghum with Nitrogen and Supplemental Irrigation
Sigua, G. C., Stone, K. C., Bauer, P. J., et al. (2018) · Agronomy Journal · doi:10.2134/agronj2017.09.0533 · Cited by 30 · see citing works
Xiong, H., Guo, H., Zhou, C., et al. (2019) · PLoS ONE · doi:10.1371/journal.pone.0211492 · Cited by 29 · see citing works
Cheng, Y., Zhang, Y., Liu, C., et al. (2018) · BMC Plant Biology · doi:10.1186/s12870-018-1296-3 · Cited by 26 · see citing works
Luo, B., Xu, M., Zhao, L., Xie, P. P., Chen, Y., Harwood, W., Xu, G., Fan, X., & Miller, T. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21041320 · Cited by 24 · see citing works
PvNAC1 and PvNAC2 Are Associated with Leaf Senescence and Nitrogen Use Efficiency in Switchgrass
Yang, J., Worley, E., Torres‐Jerez, I., et al. (2014) · BioEnergy Research · doi:10.1007/s12155-014-9566-x · Cited by 23 · see citing works
An, Q., Liu, X., Li, Y., et al. (2019) · PLoS ONE · doi:10.1371/journal.pone.0218214 · Cited by 21 · see citing works
Devani, R. S., Chirmade, T., Sinha, S., et al. (2019) · BMC Plant Biology · doi:10.1186/s12870-019-1937-1 · Cited by 19 · see citing works
Review: Strategies to increase nitrogen use efficiency of spring barley
Anbessa, Y., & Juskiw, P. E. (2012) · BioOne Complete (BioOne) · doi:10.1139/cjps2011-207 · Cited by 16 · see citing works
Breeding rice for nitrogen use efficiency
Neeraja, C. N., Voleti, S. R., Subrahmanyam, D., Surekha, K., & Rao, P. R. (2019) · Indian Journal of Genetics and Plant Breeding (The) · doi:10.31742/ijgpb.79s.1.11 · Cited by 10 · see citing works
Gao, S., Zhang, F., Zhi, Y., Fang, C., & Xiao, K. (2016) · Journal of Plant Nutrition · doi:10.1080/01904167.2016.1263328 · Cited by 9 · see citing works
A global barley panel revealing genomic signatures of breeding in modern cultivarsPreprint
Hill, C. B., Angessa, T. T., Xq, Z., et al. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.03.04.976324 · Cited by 6 · see citing works
Self-citationMedia Standardization for Hydroponic Culture to Screen Wheat Genotypes for Nitrogen Use Efficiency
Ranjitha, K. M., Biradar, S. S., Desai, S. A., et al. (2017) · International Journal of Current Microbiology and Applied Sciences · doi:10.20546/ijcmas.2017.612.327 · Cited by 3 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Safina S. A. (2010). Effect of nitrogen levels on grain yield and quality of some barley genotypes grown on sandy soil and salinity irrigation. Egypt J. Agronomy. 32 (2), 207– 222.
- Yang L. Hu H. Zhu B. Jin X. Wu F. Zhang G. P. (2014). Genotypic variations of nitrogen use efficiency in Tibetan wild and cultivated barleys. J. Zhejiang Univ. 40 (2), 155– 164. 10.3785/j.issn.1008-9209 · DOI
Cited by
Sorted by citations
Karunarathne, S. D., Han, Y., Zhang, X., & Li, C. (2022) · Journal of Integrative Plant Biology · doi:10.1111/jipb.13214 · Cited by 61 · see citing works
Self-citationKarunarathne, S., Walker, E., Sharma, D., Li, C., & Han, Y. (2023) · Journal of Zhejiang University-SCIENCE B · doi:10.1631/jzus.b2200552 · Cited by 18 · see citing works
“Several barley genes have been exploited to ad‐ dress different stress conditions (Zhou et al., 2016; Hazzouri et al., 2018; Karunarathne et al., 2020; Mwando et al., 2020), including Hordeum vulgare aleurone 1 ( HVA1 ) for drought, high-affinity K + trans‐ porter 1;1 ( HKT1;1 ) for salinity, and…”
Self-citation
- Authors
- Karunarathne, S. D., Han, Y., Zhang, X.-Q., Zhou, G., Hill, C. B., Chen, K., Angessa, T., & Li, C.
- Affiliations
- Murdoch University (AU)
- Curtin University (AU)
- Corresponding author
- Li, Chengdao
- ORCID
- Venue
- Frontiers in Plant Science
- Publisher
- Frontiers Media SA
- Published
- 2020-09-04
- Volume
- 11
- Pages
- 571912-571912
- ISSN
- 1664-462X (ISSN-L)
- PMC
- PMC7500209
- OpenAlex
- W3083093394
- Cited by
- 34
- References
- 94
- Citations by year
- 2026: 4 · 2025: 3 · 2024: 1 · 2023: 11 · 2022: 9 · 2021: 6
- FWCI
- 4.19
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Plant Science (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Murdoch University Research Portal (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- eSpace (Curtin University) (submittedVersion, cc-by)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by)
- Funders
- Murdoch University
- Department of Primary Industries and Regional Development, Government of Western Australia
- Topics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Wheat and Barley Genetics and Pathology
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Plant nutrient uptake and metabolism
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- nitrogen use efficiency, barley, low nitrogen tolerance, candidate genes, marker-trait association, nitrate transporters, asparagine synthetase, transcription factors, protein kinases, root dry weight, shoot dry weight, hydroponic screening, nitrogen fertiliser
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
