Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics

Environmental factors relating to soil pH are important regulators of bacterial taxonomic biodiversity, yet it remains unclear if such drivers affect community functional potential. To address this, we applied whole-genome metagenomics to eight geographically distributed soils at opposing ends of a...

Full description

Bibliographic Details
Main Authors: Ashish A. Malik, Bruce C. Thomson, Andrew S. Whiteley, Mark Bailey, Robert I. Griffiths, Nicole Dubilier
Format: Article
Language:English
Published: American Society for Microbiology 2017-07-01
Series:mBio
Online Access:http://mbio.asm.org/cgi/content/full/8/4/e00799-17
id doaj-56abcf9741b0434c8cf9c334e5ce7799
record_format Article
spelling doaj-56abcf9741b0434c8cf9c334e5ce77992021-07-02T04:06:00ZengAmerican Society for MicrobiologymBio2150-75112017-07-0184e00799-1710.1128/mBio.00799-17Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale MetagenomicsAshish A. MalikBruce C. ThomsonAndrew S. WhiteleyMark BaileyRobert I. GriffithsNicole DubilierEnvironmental factors relating to soil pH are important regulators of bacterial taxonomic biodiversity, yet it remains unclear if such drivers affect community functional potential. To address this, we applied whole-genome metagenomics to eight geographically distributed soils at opposing ends of a landscape soil pH gradient (where “low-pH” is ~pH 4.3 and “high-pH” is ~pH 8.3) and evaluated functional differences with respect to functionally annotated genes. First, differences in taxonomic and functional diversity between the two pH categories were assessed with respect to alpha diversity (mean sample richness) and gamma diversity (total richness pooled for each pH category). Low-pH soils, also exhibiting higher organic matter and moisture, consistently had lower taxonomic alpha and gamma diversity, but this was not apparent in assessments of functional alpha and gamma diversity. However, coherent changes in the relative abundances of annotated genes between low- and high-pH soils were identified; with strong multivariate clustering of samples according to pH independent of geography. Assessment of indicator genes revealed that the acidic organic-rich soils possessed a greater abundance of cation efflux pumps, C and N direct fixation systems, and fermentation pathways, indicating adaptations to both acidity and anaerobiosis. Conversely, high-pH soils possessed more direct transporter-mediated mechanisms for organic C and N substrate acquisition. These findings highlight the distinctive physiological adaptations required for bacteria to survive in soils of various nutrient availability and edaphic conditions and more generally indicate that bacterial functional versatility with respect to functional gene annotations may not be constrained by taxonomy.http://mbio.asm.org/cgi/content/full/8/4/e00799-17
collection DOAJ
language English
format Article
sources DOAJ
author Ashish A. Malik
Bruce C. Thomson
Andrew S. Whiteley
Mark Bailey
Robert I. Griffiths
Nicole Dubilier
spellingShingle Ashish A. Malik
Bruce C. Thomson
Andrew S. Whiteley
Mark Bailey
Robert I. Griffiths
Nicole Dubilier
Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
mBio
author_facet Ashish A. Malik
Bruce C. Thomson
Andrew S. Whiteley
Mark Bailey
Robert I. Griffiths
Nicole Dubilier
author_sort Ashish A. Malik
title Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
title_short Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
title_full Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
title_fullStr Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
title_full_unstemmed Bacterial Physiological Adaptations to Contrasting Edaphic Conditions Identified Using Landscape Scale Metagenomics
title_sort bacterial physiological adaptations to contrasting edaphic conditions identified using landscape scale metagenomics
publisher American Society for Microbiology
series mBio
issn 2150-7511
publishDate 2017-07-01
description Environmental factors relating to soil pH are important regulators of bacterial taxonomic biodiversity, yet it remains unclear if such drivers affect community functional potential. To address this, we applied whole-genome metagenomics to eight geographically distributed soils at opposing ends of a landscape soil pH gradient (where “low-pH” is ~pH 4.3 and “high-pH” is ~pH 8.3) and evaluated functional differences with respect to functionally annotated genes. First, differences in taxonomic and functional diversity between the two pH categories were assessed with respect to alpha diversity (mean sample richness) and gamma diversity (total richness pooled for each pH category). Low-pH soils, also exhibiting higher organic matter and moisture, consistently had lower taxonomic alpha and gamma diversity, but this was not apparent in assessments of functional alpha and gamma diversity. However, coherent changes in the relative abundances of annotated genes between low- and high-pH soils were identified; with strong multivariate clustering of samples according to pH independent of geography. Assessment of indicator genes revealed that the acidic organic-rich soils possessed a greater abundance of cation efflux pumps, C and N direct fixation systems, and fermentation pathways, indicating adaptations to both acidity and anaerobiosis. Conversely, high-pH soils possessed more direct transporter-mediated mechanisms for organic C and N substrate acquisition. These findings highlight the distinctive physiological adaptations required for bacteria to survive in soils of various nutrient availability and edaphic conditions and more generally indicate that bacterial functional versatility with respect to functional gene annotations may not be constrained by taxonomy.
url http://mbio.asm.org/cgi/content/full/8/4/e00799-17
work_keys_str_mv AT ashishamalik bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
AT brucecthomson bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
AT andrewswhiteley bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
AT markbailey bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
AT robertigriffiths bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
AT nicoledubilier bacterialphysiologicaladaptationstocontrastingedaphicconditionsidentifiedusinglandscapescalemetagenomics
_version_ 1721340677215748096