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...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
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 |