Cargando…

Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons

Drought is a major abiotic stress limiting agricultural productivity. Previous field-level experiments have demonstrated that drought decreases microbiome diversity in the root and rhizosphere. How these changes ultimately affect plant health remains elusive. Toward this end, we combined reductionis...

Descripción completa

Detalles Bibliográficos
Autores principales: Qi, Mingsheng, Berry, Jeffrey C., Veley, Kira M., O’Connor, Lily, Finkel, Omri M., Salas-González, Isai, Kuhs, Molly, Jupe, Julietta, Holcomb, Emily, Glavina del Rio, Tijana, Creech, Cody, Liu, Peng, Tringe, Susannah G., Dangl, Jeffery L., Schachtman, Daniel P., Bart, Rebecca S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296637/
https://www.ncbi.nlm.nih.gov/pubmed/35523959
http://dx.doi.org/10.1038/s41396-022-01245-4
_version_ 1784750309365514240
author Qi, Mingsheng
Berry, Jeffrey C.
Veley, Kira M.
O’Connor, Lily
Finkel, Omri M.
Salas-González, Isai
Kuhs, Molly
Jupe, Julietta
Holcomb, Emily
Glavina del Rio, Tijana
Creech, Cody
Liu, Peng
Tringe, Susannah G.
Dangl, Jeffery L.
Schachtman, Daniel P.
Bart, Rebecca S.
author_facet Qi, Mingsheng
Berry, Jeffrey C.
Veley, Kira M.
O’Connor, Lily
Finkel, Omri M.
Salas-González, Isai
Kuhs, Molly
Jupe, Julietta
Holcomb, Emily
Glavina del Rio, Tijana
Creech, Cody
Liu, Peng
Tringe, Susannah G.
Dangl, Jeffery L.
Schachtman, Daniel P.
Bart, Rebecca S.
author_sort Qi, Mingsheng
collection PubMed
description Drought is a major abiotic stress limiting agricultural productivity. Previous field-level experiments have demonstrated that drought decreases microbiome diversity in the root and rhizosphere. How these changes ultimately affect plant health remains elusive. Toward this end, we combined reductionist, transitional and ecological approaches, applied to the staple cereal crop sorghum to identify key root-associated microbes that robustly affect drought-stressed plant phenotypes. Fifty-three Arabidopsis-associated bacteria were applied to sorghum seeds and their effect on root growth was monitored. Two Arthrobacter strains caused root growth inhibition (RGI) in Arabidopsis and sorghum. In the context of synthetic communities, Variovorax strains were able to protect plants from Arthrobacter-caused RGI. As a transitional system, high-throughput phenotyping was used to test the synthetic communities. During drought stress, plants colonized by Arthrobacter had reduced growth and leaf water content. Plants colonized by both Arthrobacter and Variovorax performed as well or better than control plants. In parallel, we performed a field trial wherein sorghum was evaluated across drought conditions. By incorporating data on soil properties into the microbiome analysis, we accounted for experimental noise with a novel method and were able to observe the negative correlation between the abundance of Arthrobacter and plant growth. Having validated this approach, we cross-referenced datasets from the high-throughput phenotyping and field experiments and report a list of bacteria with high confidence that positively associated with plant growth under drought stress. In conclusion, a three-tiered experimental system successfully spanned the lab-to-field gap and identified beneficial and deleterious bacterial strains for sorghum under drought.
format Online
Article
Text
id pubmed-9296637
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-92966372022-07-21 Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons Qi, Mingsheng Berry, Jeffrey C. Veley, Kira M. O’Connor, Lily Finkel, Omri M. Salas-González, Isai Kuhs, Molly Jupe, Julietta Holcomb, Emily Glavina del Rio, Tijana Creech, Cody Liu, Peng Tringe, Susannah G. Dangl, Jeffery L. Schachtman, Daniel P. Bart, Rebecca S. ISME J Article Drought is a major abiotic stress limiting agricultural productivity. Previous field-level experiments have demonstrated that drought decreases microbiome diversity in the root and rhizosphere. How these changes ultimately affect plant health remains elusive. Toward this end, we combined reductionist, transitional and ecological approaches, applied to the staple cereal crop sorghum to identify key root-associated microbes that robustly affect drought-stressed plant phenotypes. Fifty-three Arabidopsis-associated bacteria were applied to sorghum seeds and their effect on root growth was monitored. Two Arthrobacter strains caused root growth inhibition (RGI) in Arabidopsis and sorghum. In the context of synthetic communities, Variovorax strains were able to protect plants from Arthrobacter-caused RGI. As a transitional system, high-throughput phenotyping was used to test the synthetic communities. During drought stress, plants colonized by Arthrobacter had reduced growth and leaf water content. Plants colonized by both Arthrobacter and Variovorax performed as well or better than control plants. In parallel, we performed a field trial wherein sorghum was evaluated across drought conditions. By incorporating data on soil properties into the microbiome analysis, we accounted for experimental noise with a novel method and were able to observe the negative correlation between the abundance of Arthrobacter and plant growth. Having validated this approach, we cross-referenced datasets from the high-throughput phenotyping and field experiments and report a list of bacteria with high confidence that positively associated with plant growth under drought stress. In conclusion, a three-tiered experimental system successfully spanned the lab-to-field gap and identified beneficial and deleterious bacterial strains for sorghum under drought. Nature Publishing Group UK 2022-05-06 2022-08 /pmc/articles/PMC9296637/ /pubmed/35523959 http://dx.doi.org/10.1038/s41396-022-01245-4 Text en © The Author(s) 2022, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Qi, Mingsheng
Berry, Jeffrey C.
Veley, Kira M.
O’Connor, Lily
Finkel, Omri M.
Salas-González, Isai
Kuhs, Molly
Jupe, Julietta
Holcomb, Emily
Glavina del Rio, Tijana
Creech, Cody
Liu, Peng
Tringe, Susannah G.
Dangl, Jeffery L.
Schachtman, Daniel P.
Bart, Rebecca S.
Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title_full Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title_fullStr Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title_full_unstemmed Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title_short Identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
title_sort identification of beneficial and detrimental bacteria impacting sorghum responses to drought using multi-scale and multi-system microbiome comparisons
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9296637/
https://www.ncbi.nlm.nih.gov/pubmed/35523959
http://dx.doi.org/10.1038/s41396-022-01245-4
work_keys_str_mv AT qimingsheng identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT berryjeffreyc identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT veleykiram identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT oconnorlily identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT finkelomrim identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT salasgonzalezisai identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT kuhsmolly identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT jupejulietta identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT holcombemily identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT glavinadelriotijana identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT creechcody identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT liupeng identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT tringesusannahg identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT dangljefferyl identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT schachtmandanielp identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons
AT bartrebeccas identificationofbeneficialanddetrimentalbacteriaimpactingsorghumresponsestodroughtusingmultiscaleandmultisystemmicrobiomecomparisons