DiverseSorghum bicoloraccessions show marked variation in growth and transcriptional responses to arbuscular mycorrhizal fungi

Watts‐Williams, Stephanie J.; Emmett, Bryan D.; Levesque‐Tremblay, Veronique; MacLean, Allyson M.; Sun, Xuepeng; Satterlee, James W.; Fei, Zhangjun; Harrison, Maria J.

doi:10.1111/pce.13509

Title: DiverseSorghum bicoloraccessions show marked variation in growth and transcriptional responses to arbuscular mycorrhizal fungi

Journal Article · Sat Dec 22 00:00:00 EST 2018 · Plant, Cell and Environment

DOI:https://doi.org/10.1111/pce.13509· OSTI ID:1611821

^[1]; Emmett, Bryan D. ^[1]; Levesque‐Tremblay, Veronique ^[1]; MacLean, Allyson M. ^[1]; Sun, Xuepeng ^[1]; Satterlee, James W. ^[2]; Fei, Zhangjun ^[1];

^[1]

Boyce Thompson Institute for Plant Research, Ithaca, NY (United States)
Boyce Thompson Institute for Plant Research, Ithaca, NY (United States); Cornell Univ., Ithaca, NY (United States)

Sorghum is an important crop grown worldwide for feed and fibre. Like most plants, it has the capacity to benefit from symbioses with arbuscular mycorrhizal (AM) fungi, and its diverse genotypes likely vary in their responses. Presently, the genetic basis of mycorrhiza-responsiveness is largely unknown. Here, we investigated transcriptional and physiological responses of sorghum accessions, founders of a bioenergy nested association mapping panel, for their responses to four species of AM fungi. Transcriptome comparisons across four accessions identified mycorrhiza-inducible genes; stringent filtering criteria revealed 278 genes that show mycorrhiza-inducible expression independent of genotype and 55 genes whose expression varies with genotype. The latter suggests variation in phosphate transport and defence across these accessions. The mycorrhiza growth and nutrient responses of 18 sorghum accessions varied tremendously, ranging from mycorrhiza-dependent to negatively mycorrhiza-responsive. Additionally, accessions varied in the number of AM fungi to which they showed positive responses, from one to several fungal species. Mycorrhiza growth and phosphorus responses were positively correlated, whereas expression of two mycorrhiza-inducible phosphate transporters, SbPT8 and SbPT9, correlated negatively with mycorrhizal growth responses. AM fungi improve growth and mineral nutrition of sorghum, and the substantial variation between lines provides the potential to map loci influencing mycorrhiza responses.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: Boyce Thompson Institute for Plant Research, Ithaca, NY (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

Grant/Contract Number:: SC0012460

OSTI ID:: 1611821

Journal Information:: Plant, Cell and Environment, Vol. 42, Issue 5; ISSN 0140-7791

Publisher:: WileyCopyright Statement

Country of Publication:: United States

Language:: English

Citation Metrics:

Cited by: 47 works

Citation information provided by
Web of Science

References (85)

Mycorrhizal dependence of modern wheat varieties, landraces, and ancestors Hetrick, B. A. D.; Wilson, G. W. T.; Cox, T. S. Canadian Journal of Botany, Vol. 70, Issue 10 https://doi.org/10.1139/b92-253	journal	October 1992
Sorghum and kenaf biomass yield and quality response to nitrogen fertilization in the Northern Great Plains of the USA Anfinrud, Robynn; Cihacek, Larry; Johnson, Burton L. Industrial Crops and Products, Vol. 50 https://doi.org/10.1016/j.indcrop.2013.07.022	journal	October 2013
The Sorghum bicolor genome and the diversification of grasses Paterson, Andrew H.; Bowers, John E.; Bruggmann, Rémy Nature, Vol. 457, Issue 7229 https://doi.org/10.1038/nature07723	journal	January 2009
Genome sequencing and functional genomics approaches in tomato Shibata, Daisuke Journal of General Plant Pathology, Vol. 71, Issue 1 https://doi.org/10.1007/s10327-004-0150-7	journal	February 2005
Plant growth depressions in arbuscular mycorrhizal symbioses: not just caused by carbon drain? Li, Huiying; Smith, F. Andrew; Dickson, Sandy New Phytologist, Vol. 178, Issue 4 https://doi.org/10.1111/j.1469-8137.2008.02410.x	journal	June 2008
A GRAS-Type Transcription Factor with a Specific Function in Mycorrhizal Signaling Gobbato, Enrico; Marsh, John F.; Vernié, Tatiana Current Biology, Vol. 22, Issue 23 https://doi.org/10.1016/j.cub.2012.09.044	journal	December 2012
STAR: ultrafast universal RNA-seq aligner Dobin, Alexander; Davis, Carrie A.; Schlesinger, Felix Bioinformatics, Vol. 29, Issue 1 https://doi.org/10.1093/bioinformatics/bts635	journal	October 2012
A Sorghum bicolor expression atlas reveals dynamic genotype-specific expression profiles for vegetative tissues of grain, sweet and bioenergy sorghums Shakoor, Nadia; Nair, Ramesh; Crasta, Oswald BMC Plant Biology, Vol. 14, Issue 1 https://doi.org/10.1186/1471-2229-14-35	journal	January 2014
Arbuscular mycorrhiza-specific enzymes FatM and RAM2 fine-tune lipid biosynthesis to promote development of arbuscular mycorrhiza Bravo, Armando; Brands, Mathias; Wewer, Vera New Phytologist, Vol. 214, Issue 4 https://doi.org/10.1111/nph.14533	journal	April 2017
Analysis of a Chemical Plant Defense Mechanism in Grasses Frey, M. Science, Vol. 277, Issue 5326 https://doi.org/10.1126/science.277.5326.696	journal	August 1997
The family of ammonium transporters (AMT) in Sorghum bicolor : two AMT members are induced locally, but not systemically in roots colonized by arbuscular mycorrhizal fungi Koegel, Sally; Ait Lahmidi, Nassima; Arnould, Christine New Phytologist, Vol. 198, Issue 3 https://doi.org/10.1111/nph.12199	journal	March 2013
High functional diversity within species of arbuscular mycorrhizal fungi is associated with differences in phosphate and nitrogen uptake and fungal phosphate metabolism Mensah, Jerry A.; Koch, Alexander M.; Antunes, Pedro M. Mycorrhiza, Vol. 25, Issue 7 https://doi.org/10.1007/s00572-015-0631-x	journal	February 2015
Arbuscular mycorrhizal contribution to copper, manganese and iron nutrient concentrations in crops – A meta-analysis Lehmann, Anika; Rillig, Matthias C. Soil Biology and Biochemistry, Vol. 81 https://doi.org/10.1016/j.soilbio.2014.11.013	journal	February 2015
Arbuscular mycorrhizal symbiosis is accompanied by local and systemic alterations in gene expression and an increase in disease resistance in the shoots: Local and systemic alterations in transcript profiles in AM symbiosis Liu, Jinyuan; Maldonado-Mendoza, Ignacio; Lopez-Meyer, Melina The Plant Journal, Vol. 50, Issue 3 https://doi.org/10.1111/j.1365-313X.2007.03069.x	journal	April 2007
Soil biota enhance agricultural sustainability by improving crop yield, nutrient uptake and reducing nitrogen leaching losses Bender, S. Franz; van der Heijden, Marcel G. A. Journal of Applied Ecology, Vol. 52, Issue 1 https://doi.org/10.1111/1365-2664.12351	journal	October 2014
Trimmomatic: a flexible trimmer for Illumina sequence data Bolger, Anthony M.; Lohse, Marc; Usadel, Bjoern Bioinformatics, Vol. 30, Issue 15 https://doi.org/10.1093/bioinformatics/btu170	journal	April 2014
Symbiont identity matters: carbon and phosphorus fluxes between Medicago truncatula and different arbuscular mycorrhizal fungi Lendenmann, Mark; Thonar, Cécile; Barnard, Romain L. Mycorrhiza, Vol. 21, Issue 8 https://doi.org/10.1007/s00572-011-0371-5	journal	April 2011
The Soil-Borne Supremacy Pieterse, Corné M. J.; de Jonge, Ronnie; Berendsen, Roeland L. Trends in Plant Science, Vol. 21, Issue 3 https://doi.org/10.1016/j.tplants.2016.01.018	journal	March 2016
Functional diversity in arbuscular mycorrhizal (AM) symbioses: the contribution of the mycorrhizal P uptake pathway is not correlated with mycorrhizal responses in growth or total P uptake Smith, Sally E.; Smith, F. Andrew; Jakobsen, Iver New Phytologist, Vol. 162, Issue 2 https://doi.org/10.1111/j.1469-8137.2004.01039.x	journal	May 2004
A Genomic Resource for the Development, Improvement, and Exploitation of Sorghum for Bioenergy Brenton, Zachary W.; Cooper, Elizabeth A.; Myers, Mathew T. Genetics, Vol. 204, Issue 1 https://doi.org/10.1534/genetics.115.183947	journal	June 2016
Arbuscular Mycorrhiza Protect an Annual Grass from Root Pathogenic Fungi in the Field Newsham, K. K.; Fitter, A. H.; Watkinson, A. R. The Journal of Ecology, Vol. 83, Issue 6 https://doi.org/10.2307/2261180	journal	December 1995
Opportunities for improving phosphorus-use efficiency in crop plants: Tansley review Veneklaas, Erik J.; Lambers, Hans; Bragg, Jason New Phytologist, Vol. 195, Issue 2 https://doi.org/10.1111/j.1469-8137.2012.04190.x	journal	June 2012
A Phosphate Transporter from Medicago truncatula Involved in the Acquisition of Phosphate Released by Arbuscular Mycorrhizal Fungi Harrison, Maria J.; Dewbre, Gary R.; Liu, Jinyuan The Plant Cell, Vol. 14, Issue 10 https://doi.org/10.1105/tpc.004861	journal	September 2002
The future distribution and production of global phosphate rock reserves Cooper, James; Lombardi, Rachel; Boardman, David Resources, Conservation and Recycling, Vol. 57 https://doi.org/10.1016/j.resconrec.2011.09.009	journal	December 2011
Resource use efficiency and environmental performance of nine major biofuel crops, processed by first-generation conversion techniques de Vries, Sander C.; van de Ven, Gerrie W. J.; van Ittersum, Martin K. Biomass and Bioenergy, Vol. 34, Issue 5 https://doi.org/10.1016/j.biombioe.2010.01.001	journal	May 2010
Nutrient interactions and arbuscular mycorrhizas: a meta-analysis of a mycorrhiza-defective mutant and wild-type tomato genotype pair Watts-Williams, Stephanie J.; Cavagnaro, Timothy R. Plant and Soil, Vol. 384, Issue 1-2 https://doi.org/10.1007/s11104-014-2140-7	journal	May 2014
Influence of arbuscular mycorrhiza on growth and reproductive response of plants under water deficit: a meta-analysis Jayne, Benjamin; Quigley, Martin Mycorrhiza, Vol. 24, Issue 2 https://doi.org/10.1007/s00572-013-0515-x	journal	August 2013
High-Throughput Illumina Strand-Specific RNA Sequencing Library Preparation Zhong, S.; Joung, J. -G.; Zheng, Y. Cold Spring Harbor Protocols, Vol. 2011, Issue 8 https://doi.org/10.1101/pdb.prot5652	journal	August 2011
Molecular and cell biology of arbuscular mycorrhizal symbiosis Hause, Bettina; Fester, Thomas Planta, Vol. 221, Issue 2 https://doi.org/10.1007/s00425-004-1436-x	journal	November 2004
A Transcriptional Program for Arbuscule Degeneration during AM Symbiosis Is Regulated by MYB1 Floss, Daniela S.; Gomez, S. Karen; Park, Hee-Jin Current Biology, Vol. 27, Issue 8 https://doi.org/10.1016/j.cub.2017.03.003	journal	April 2017
Rice phosphate transporters include an evolutionarily divergent gene specifically activated in arbuscular mycorrhizal symbiosis Paszkowski, U.; Kroken, S.; Roux, C. Proceedings of the National Academy of Sciences, Vol. 99, Issue 20 https://doi.org/10.1073/pnas.202474599	journal	September 2002
Phosphorus acquisition efficiency in arbuscular mycorrhizal maize is correlated with the abundance of root-external hyphae and the accumulation of transcripts encoding PHT1 phosphate transporters Sawers, Ruairidh J. H.; Svane, Simon F.; Quan, Clement New Phytologist, Vol. 214, Issue 2 https://doi.org/10.1111/nph.14403	journal	January 2017
Genetic Improvement of Sorghum as a Biofuel Feedstock: II. QTL for Stem and Leaf Structural Carbohydrates Murray, Seth C.; Rooney, William L.; Mitchell, Sharon E. Crop Science, Vol. 48, Issue 6 https://doi.org/10.2135/cropsci2008.01.0068	journal	January 2008
Arbuscular mycorrhizal influence on zinc nutrition in crop plants – A meta-analysis Lehmann, Anika; Veresoglou, Stavros D.; Leifheit, Eva F. Soil Biology and Biochemistry, Vol. 69 https://doi.org/10.1016/j.soilbio.2013.11.001	journal	February 2014
Sweet Sorghum Genetic Diversity and Association Mapping for Brix and Height Murray, Seth C.; Rooney, William L.; Hamblin, Martha T. The Plant Genome Journal, Vol. 2, Issue 1 https://doi.org/10.3835/plantgenome2008.10.0011	journal	January 2009
Modified CTAB and TRIzol Protocols Improve RNA Extraction from Chemically Complex Embryophyta Jordon-Thaden, Ingrid E.; Chanderbali, Andre S.; Gitzendanner, Matthew A. Applications in Plant Sciences, Vol. 3, Issue 5 https://doi.org/10.3732/apps.1400105	journal	May 2015
EXO70I Is Required for Development of a Sub-domain of the Periarbuscular Membrane during Arbuscular Mycorrhizal Symbiosis Zhang, Xinchun; Pumplin, Nathan; Ivanov, Sergey Current Biology, Vol. 25, Issue 16 https://doi.org/10.1016/j.cub.2015.06.075	journal	August 2015
An Evaluation of Techniques for Measuring Vesicular Arbuscular Mycorrhizal Infection in Roots Giovannetti, M.; Mosse, B. New Phytologist, Vol. 84, Issue 3 https://doi.org/10.1111/j.1469-8137.1980.tb04556.x	journal	March 1980
A roadmap of cell-type specific gene expression during sequential stages of the arbuscular mycorrhiza symbiosis Hogekamp, Claudia; Küster, Helge BMC Genomics, Vol. 14, Issue 1 https://doi.org/10.1186/1471-2164-14-306	journal	January 2013
Energy Sorghum--a genetic model for the design of C4 grass bioenergy crops Mullet, J.; Morishige, D.; McCormick, R. Journal of Experimental Botany, Vol. 65, Issue 13 https://doi.org/10.1093/jxb/eru229	journal	June 2014
Potential to breed for mycorrhizal association in durum wheat Ellouze, Walid; Hamel, Chantal; DePauw, R. M. Canadian Journal of Microbiology, Vol. 62, Issue 3 https://doi.org/10.1139/cjm-2014-0598	journal	March 2016
Overlaps in the Transcriptional Profiles of Medicago truncatula Roots Inoculated with Two Different Glomus Fungi Provide Insights into the Genetic Program Activated during Arbuscular Mycorrhiza Hohnjec, Natalija; Vieweg, Martin F.; Pühler, Alfred Plant Physiology, Vol. 137, Issue 4 https://doi.org/10.1104/pp.104.056572	journal	March 2005
Root Architecture Responses: In Search of Phosphate Péret, Benjamin; Desnos, Thierry; Jost, Ricarda Plant Physiology, Vol. 166, Issue 4 https://doi.org/10.1104/pp.114.244541	journal	October 2014
Mineral uptake and growth of sorghum colonized with VA mycorrhiza at varied soil phosphorus levels Raju, P. S.; Clark, R. B.; Ellis, J. R. Journal of Plant Nutrition, Vol. 13, Issue 7 https://doi.org/10.1080/01904169009364121	journal	July 1990
Genetic variation for root architecture, nutrient uptake and mycorrhizal colonisation in Medicago truncatula accessions Schultz, Carolyn J.; Kochian, Leon V.; Harrison, Maria J. Plant and Soil, Vol. 336, Issue 1-2 https://doi.org/10.1007/s11104-010-0453-8	journal	June 2010
Energy sorghum hybrids: Functional dynamics of high nitrogen use efficiency Olson, Sara N.; Ritter, Kimberley; Medley, Jim Biomass and Bioenergy, Vol. 56 https://doi.org/10.1016/j.biombioe.2013.04.028	journal	September 2013
Ink and Vinegar, a Simple Staining Technique for Arbuscular-Mycorrhizal Fungi Vierheilig, Horst; Coughlan, Andrew P.; Wyss, Urs Applied and Environmental Microbiology, Vol. 64, Issue 12 https://doi.org/10.1128/AEM.64.12.5004-5007.1998	journal	January 1998
Population genomic and genome-wide association studies of agroclimatic traits in sorghum Morris, G. P.; Ramu, P.; Deshpande, S. P. Proceedings of the National Academy of Sciences, Vol. 110, Issue 2 https://doi.org/10.1073/pnas.1215985110	journal	December 2012
HTSeq--a Python framework to work with high-throughput sequencing data Anders, S.; Pyl, P. T.; Huber, W. Bioinformatics, Vol. 31, Issue 2 https://doi.org/10.1093/bioinformatics/btu638	journal	September 2014
Plant responsiveness to mycorrhizas differs from dependence upon mycorrhizas Janos, David P. Mycorrhiza, Vol. 17, Issue 2 https://doi.org/10.1007/s00572-006-0094-1	journal	January 2007
MiAMP1, a novel protein from Macadamia integrifolia adopts a greek key β-barrel fold unique amongst plant antimicrobial proteins 1 1Edited by P. E. Wright McManus, Ailsa M.; Nielsen, Katherine J.; Marcus, John P. Journal of Molecular Biology, Vol. 293, Issue 3 https://doi.org/10.1006/jmbi.1999.3163	journal	October 1999
Genetic Improvement of Sorghum as a Biofuel Feedstock: I. QTL for Stem Sugar and Grain Nonstructural Carbohydrates Murray, Seth C.; Sharma, Arun; Rooney, William L. Crop Science, Vol. 48, Issue 6 https://doi.org/10.2135/cropsci2008.01.0016	journal	January 2008
Utilization of vesicular–arbuscular mycorrhizal fungi in agriculture Menge, J. A. Canadian Journal of Botany, Vol. 61, Issue 3 https://doi.org/10.1139/b83-109	journal	March 1983
Genetic variability in arbuscular mycorrhizal fungi compatibility supports the selection of durum wheat genotypes for enhancing soil ecological services and cropping systems in Canada Singh, A. K.; Hamel, C.; DePauw, R. M. Canadian Journal of Microbiology, Vol. 58, Issue 3 https://doi.org/10.1139/w11-140	journal	March 2012
Rapid determination of fungal colonization and arbuscule formation in roots of Medicago truncatula using real-time (RT) PCR Isayenkov, Stanislav; Fester, Thomas; Hause, Bettina Journal of Plant Physiology, Vol. 161, Issue 12 https://doi.org/10.1016/j.jplph.2004.04.012	journal	December 2004
Association Mapping for Grain Quality in a Diverse Sorghum Collection Sukumaran, Sivakumar; Xiang, Wenwen; Bean, Scott R. The Plant Genome, Vol. 5, Issue 3 https://doi.org/10.3835/plantgenome2012.07.0016	journal	November 2012
Variation in Plant Response to Native and Exotic Arbuscular Mycorrhizal Fungi Klironomos, John N. Ecology, Vol. 84, Issue 9 https://doi.org/10.1890/02-0413	journal	September 2003
Solution structure of .gamma.1-H and .gamma.1-P thionins from barley and wheat endosperm determined by proton NMR: a structural motif common to toxic arthropod proteins Bruix, M.; Jimenez, M. A.; Santoro, J. Biochemistry, Vol. 32, Issue 2 https://doi.org/10.1021/bi00053a041	journal	January 1993
Nonredundant Regulation of Rice Arbuscular Mycorrhizal Symbiosis by Two Members of the PHOSPHATE TRANSPORTER1 Gene Family Yang, Shu-Yi; Grønlund, Mette; Jakobsen, Iver The Plant Cell, Vol. 24, Issue 10 https://doi.org/10.1105/tpc.112.104901	journal	October 2012
Mycorrhizal Networks: Common Goods of Plants Shared under Unequal Terms of Trade Walder, Florian; Niemann, Helge; Natarajan, Mathimaran Plant Physiology, Vol. 159, Issue 2 https://doi.org/10.1104/pp.112.195727	journal	April 2012
Growth and nutritional responses to arbuscular mycorrhizal fungi are dependent on onion genotype and fungal species Taylor, Andrew; Pereira, Nicole; Thomas, Brian Biology and Fertility of Soils, Vol. 51, Issue 7 https://doi.org/10.1007/s00374-015-1027-y	journal	June 2015
Induced Systemic Resistance by Beneficial Microbes Pieterse, Corné M. J.; Zamioudis, Christos; Berendsen, Roeland L. Annual Review of Phytopathology, Vol. 52, Issue 1 https://doi.org/10.1146/annurev-phyto-082712-102340	journal	August 2014
Phosphorus: The Underrated Element for Feeding the World Herrera-Estrella, Luis; López-Arredondo, Damar Trends in Plant Science, Vol. 21, Issue 6 https://doi.org/10.1016/j.tplants.2016.04.010	journal	June 2016
Two Medicago truncatula Half-ABC Transporters Are Essential for Arbuscule Development in Arbuscular Mycorrhizal Symbiosis Zhang, Quan; Blaylock, Laura A.; Harrison, Maria J. The Plant Cell, Vol. 22, Issue 5 https://doi.org/10.1105/tpc.110.074955	journal	May 2010
A global view of genetic diversity in cultivated sorghums using a core collection Deu, M.; Rattunde, F.; Chantereau, J. Genome, Vol. 49, Issue 2 https://doi.org/10.1139/g05-092	journal	February 2006
The impact of domestication and crop improvement on arbuscular mycorrhizal symbiosis in cereals: insights from genetics and genomics Sawers, Ruairidh J. H.; Ramírez‐Flores, M. Rosario; Olalde‐Portugal, Víctor New Phytologist, Vol. 220, Issue 4 https://doi.org/10.1111/nph.15152	journal	April 2018
The half-size ABC transporters STR1 and STR2 are indispensable for mycorrhizal arbuscule formation in rice: Role of rice STR1 and STR2 in arbuscule formation Gutjahr, Caroline; Radovanovic, Dragica; Geoffroy, Jessika The Plant Journal, Vol. 69, Issue 5 https://doi.org/10.1111/j.1365-313X.2011.04842.x	journal	December 2011
A Medicago truncatula phosphate transporter indispensable for the arbuscular mycorrhizal symbiosis Javot, H.; Penmetsa, R. V.; Terzaghi, N. Proceedings of the National Academy of Sciences, Vol. 104, Issue 5 https://doi.org/10.1073/pnas.0608136104	journal	January 2007
Cereal mycorrhiza: an ancient symbiosis in modern agriculture Sawers, Ruairidh J. H.; Gutjahr, Caroline; Paszkowski, Uta Trends in Plant Science, Vol. 13, Issue 2 https://doi.org/10.1016/j.tplants.2007.11.006	journal	February 2008
Effects of mycorrhizae and phosphorus on growth and nutrient uptake of millet, cowpea and sorghum on a West African soil Bagayoko, M.; George, E.; RÖMheld, V. The Journal of Agricultural Science, Vol. 135, Issue 4 https://doi.org/10.1017/S0021859699008254	journal	December 2000
The Arabidopsis GRAS Protein SCL14 Interacts with Class II TGA Transcription Factors and Is Essential for the Activation of Stress-Inducible Promoters Fode, Benjamin; Siemsen, Tanja; Thurow, Corinna The Plant Cell, Vol. 20, Issue 11 https://doi.org/10.1105/tpc.108.058974	journal	November 2008
Comparative transcriptomics of rice reveals an ancient pattern of response to microbial colonization Guimil, S.; Chang, H. -S.; Zhu, T. Proceedings of the National Academy of Sciences, Vol. 102, Issue 22 https://doi.org/10.1073/pnas.0502999102	journal	May 2005
Mycorrhizal responses of barley cultivars differing in P efficiency Baon, J. B.; Smith, S. E.; Alston, A. M. Plant and Soil, Vol. 157, Issue 1 https://doi.org/10.1007/BF00038752	journal	November 1993
Functional diversity of arbuscular mycorrhizas extends to the expression of plant genes involved in P nutrition Burleigh, S. H. Journal of Experimental Botany, Vol. 53, Issue 374 https://doi.org/10.1093/jxb/erf013	journal	July 2002
Variation among Maize Inbred Lines and Detection of Quantitative Trait Loci for Growth at Low Phosphorus and Responsiveness to Arbuscular Mycorrhizal Fungi Kaeppler, Shawn M.; Parke, Jennifer L.; Mueller, Suzanne M. Crop Science, Vol. 40, Issue 2 https://doi.org/10.2135/cropsci2000.402358x	journal	January 2000
Phosphate Nutrition: Improving Low-Phosphate Tolerance in Crops López-Arredondo, Damar Lizbeth; Leyva-González, Marco Antonio; González-Morales, Sandra Isabel Annual Review of Plant Biology, Vol. 65, Issue 1 https://doi.org/10.1146/annurev-arplant-050213-035949	journal	April 2014
Element biofortification: can mycorrhizas potentially offer a more effective and sustainable pathway to curb human malnutrition? He, Xinhua; Nara, Kazuhide Trends in Plant Science, Vol. 12, Issue 8 https://doi.org/10.1016/j.tplants.2007.06.008	journal	August 2007
High functional diversity within species of arbuscular mycorrhizal fungi Munkvold, Lisa; Kjøller, Rasmus; Vestberg, Mauritz New Phytologist, Vol. 164, Issue 2 https://doi.org/10.1111/j.1469-8137.2004.01169.x	journal	August 2004
Whole-genome sequencing reveals untapped genetic potential in Africa’s indigenous cereal crop sorghum Mace, Emma S.; Tai, Shuaishuai; Gilding, Edward K. Nature Communications, Vol. 4, Issue 1 https://doi.org/10.1038/ncomms3320	journal	August 2013
Plant phosphorus acquisition in a common mycorrhizal network: regulation of phosphate transporter genes of the Pht1 family in sorghum and flax Walder, Florian; Brulé, Daphnée; Koegel, Sally New Phytologist, Vol. 205, Issue 4 https://doi.org/10.1111/nph.13292	journal	January 2015
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 Love, Michael I.; Huber, Wolfgang; Anders, Simon Genome Biology, Vol. 15, Issue 12 https://doi.org/10.1186/s13059-014-0550-8	journal	December 2014
Community Resources and Strategies for Association Mapping in Sorghum Casa, Alexandra M.; Pressoir, Gael; Brown, Patrick J. Crop Science, Vol. 48, Issue 1 https://doi.org/10.2135/cropsci2007.02.0080	journal	January 2008
A roadmap of cell-type specific gene expression during sequential stages of the arbuscular mycorrhiza symbiosis Hogekamp, Claudia; Küster, Helge London : BioMed Central Ltd https://doi.org/10.15488/21	other	January 2013
The impact of domestication and crop improvement on arbuscular mycorrhizal symbiosis in cereals: insights from genetics and genomics Paszkowski, Uta; Sawers, Ruairidh JH; Ramírez-Flores, M. Rosario Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.24745	text	January 2018
The Sorghum bicolor genome and the diversification of grasses H., Paterson, A.; E., Bowers, J.; R., Bruggmann, Nature Publishing Group https://doi.org/10.5167/uzh-16962	text	January 2009

Cited By (9)

The effect of zinc fertilisation and arbuscular mycorrhizal fungi on grain quality and yield of contrasting barley cultivars Al Mutairi, Ahmed A.; Cavagnaro, Timothy R.; Khor, Shi Fang Functional Plant Biology, Vol. 47, Issue 2 https://doi.org/10.1071/fp19220	journal	January 2020
Transcriptomic analysis of field-droughted sorghum from seedling to maturity reveals biotic and metabolic responses Varoquaux, Nelle; Cole, Benjamin; Gao, Cheng Proceedings of the National Academy of Sciences, Vol. 116, Issue 52 https://doi.org/10.1073/pnas.1907500116	journal	December 2019
Carbon for nutrient exchange between arbuscular mycorrhizal fungi and wheat varies according to cultivar and changes in atmospheric carbon dioxide concentration Thirkell, Tom J.; Pastok, Daria; Field, Katie J. Global Change Biology, Vol. 26, Issue 3 https://doi.org/10.1111/gcb.14851	journal	October 2019
An opportunity to breed rice for improved benefits from the arbuscular mycorrhizal symbiosis? Lefebvre, Benoit New Phytologist, Vol. 225, Issue 4 https://doi.org/10.1111/nph.16333	journal	December 2019
Effect of Root Colonization by Arbuscular Mycorrhizal Fungi on Growth, Productivity and Blast Resistance in Rice Campo, Sonia; Martín-Cardoso, Héctor; Olivé, Marta Rice, Vol. 13, Issue 1 https://doi.org/10.1186/s12284-020-00402-7	journal	June 2020
Mechanisms and Impact of Symbiotic Phosphate Acquisition. Chiu, Chai Hao; Paszkowski, Uta Apollo - University of Cambridge Repository https://doi.org/10.17863/cam.39367	text	January 2019
Mechanisms and Impact of Symbiotic Phosphate Acquisition Chiu, Chai Hao; Paszkowski, Uta Cold Spring Harbor Perspectives in Biology, Vol. 11, Issue 6 https://doi.org/10.1101/cshperspect.a034603	journal	March 2019
Comparative Analysis of In Vitro Responses and Regeneration between Diverse Bioenergy Sorghum Genotypes Flinn, Barry; Dale, Savanah; Disharoon, Andrew Plants, Vol. 9, Issue 2 https://doi.org/10.3390/plants9020248	journal	February 2020
Editorial: Interactions of Plants With Bacteria and Fungi: Molecular and Epigenetic Plasticity of the Host Fiorilli, Valentina; Catoni, Marco; Lanfranco, Luisa Frontiers in Plant Science, Vol. 11 https://doi.org/10.3389/fpls.2020.00274	journal	March 2020

Similar Records

High intraspecific genome diversity in the model arbuscular mycorrhizal symbiont Rhizophagus irregularis

Journal Article · Mon Jan 22 00:00:00 EST 2018 · New Phytologist · OSTI ID:1611821

Chen, Eric C. H.; Morin, Emmanuelle; Beaudet, Denis; +15 more

Final Report: Exudation by Poplar Ectomycorrhizas: Qualitative and Quantitative Assessment of C Sequestration

Technical Report · Mon Nov 12 00:00:00 EST 2012 · OSTI ID:1611821

Cumming, J R

Understanding Multilevel Selection May Facilitate Management of Arbuscular Mycorrhizae in Sustainable Agroecosystems

Journal Article · Tue Jan 26 00:00:00 EST 2021 · Frontiers in Plant Science · OSTI ID:1611821

Johnson, Nancy Collins; Gibson, Kara Skye

Related Subjects

59 BASIC BIOLOGICAL SCIENCES
plant sciences
arbuscular mycorrhiza
cereal
phosphate transporter
root
bioenergy
symbiosis
transcriptomes

Title: DiverseSorghum bicoloraccessions show marked variation in growth and transcriptional responses to arbuscular mycorrhizal fungi

Citation Formats

References (85)

Cited By (9)

Similar Records

Related Subjects