Insufficient sampling constrains our characterization of plant microbiomes

Abstract Plants host diverse microbial communities, but there is little consensus on how we sample these communities, and this has unknown consequences. Using root and leaf tissue from showy milkweed (Asclepias speciosa), we compared two common sampling strategies: (1) homogenizing after subsampling...

Full description

Bibliographic Details
Main Authors: Lorinda S. Bullington, Ylva Lekberg, Beau G. Larkin
Format: Article
Language:English
Published: Nature Publishing Group 2021-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-83153-9
id doaj-9718367d27c7442aa9746c55cc8431cb
record_format Article
spelling doaj-9718367d27c7442aa9746c55cc8431cb2021-02-14T12:32:55ZengNature Publishing GroupScientific Reports2045-23222021-02-0111111410.1038/s41598-021-83153-9Insufficient sampling constrains our characterization of plant microbiomesLorinda S. Bullington0Ylva Lekberg1Beau G. Larkin2MPG RanchMPG RanchMPG RanchAbstract Plants host diverse microbial communities, but there is little consensus on how we sample these communities, and this has unknown consequences. Using root and leaf tissue from showy milkweed (Asclepias speciosa), we compared two common sampling strategies: (1) homogenizing after subsampling (30 mg), and (2) homogenizing bulk tissue before subsampling (30 mg). We targeted bacteria, arbuscular mycorrhizal (AM) fungi and non-AM fungi in roots, and foliar fungal endophytes (FFE) in leaves. We further extracted DNA from all of the leaf tissue collected to determine the extent of undersampling of FFE, and sampled FFE twice across the season using strategy one to assess temporal dynamics. All microbial groups except AM fungi differed in composition between the two sampling strategies. Community overlap increased when rare taxa were removed, but FFE and bacterial communities still differed between strategies, with largely non-overlapping communities within individual plants. Increasing the extraction mass 10 × increased FFE richness ~ 10 ×, confirming the severe undersampling indicated in the sampling comparisons. Still, seasonal patterns in FFEs were apparent, suggesting that strong drivers are identified despite severe undersampling. Our findings highlight that current sampling practices poorly characterize many microbial groups, and increased sampling intensity is necessary for increase reproducibility and to identify subtler patterns in microbial distributions.https://doi.org/10.1038/s41598-021-83153-9
collection DOAJ
language English
format Article
sources DOAJ
author Lorinda S. Bullington
Ylva Lekberg
Beau G. Larkin
spellingShingle Lorinda S. Bullington
Ylva Lekberg
Beau G. Larkin
Insufficient sampling constrains our characterization of plant microbiomes
Scientific Reports
author_facet Lorinda S. Bullington
Ylva Lekberg
Beau G. Larkin
author_sort Lorinda S. Bullington
title Insufficient sampling constrains our characterization of plant microbiomes
title_short Insufficient sampling constrains our characterization of plant microbiomes
title_full Insufficient sampling constrains our characterization of plant microbiomes
title_fullStr Insufficient sampling constrains our characterization of plant microbiomes
title_full_unstemmed Insufficient sampling constrains our characterization of plant microbiomes
title_sort insufficient sampling constrains our characterization of plant microbiomes
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-02-01
description Abstract Plants host diverse microbial communities, but there is little consensus on how we sample these communities, and this has unknown consequences. Using root and leaf tissue from showy milkweed (Asclepias speciosa), we compared two common sampling strategies: (1) homogenizing after subsampling (30 mg), and (2) homogenizing bulk tissue before subsampling (30 mg). We targeted bacteria, arbuscular mycorrhizal (AM) fungi and non-AM fungi in roots, and foliar fungal endophytes (FFE) in leaves. We further extracted DNA from all of the leaf tissue collected to determine the extent of undersampling of FFE, and sampled FFE twice across the season using strategy one to assess temporal dynamics. All microbial groups except AM fungi differed in composition between the two sampling strategies. Community overlap increased when rare taxa were removed, but FFE and bacterial communities still differed between strategies, with largely non-overlapping communities within individual plants. Increasing the extraction mass 10 × increased FFE richness ~ 10 ×, confirming the severe undersampling indicated in the sampling comparisons. Still, seasonal patterns in FFEs were apparent, suggesting that strong drivers are identified despite severe undersampling. Our findings highlight that current sampling practices poorly characterize many microbial groups, and increased sampling intensity is necessary for increase reproducibility and to identify subtler patterns in microbial distributions.
url https://doi.org/10.1038/s41598-021-83153-9
work_keys_str_mv AT lorindasbullington insufficientsamplingconstrainsourcharacterizationofplantmicrobiomes
AT ylvalekberg insufficientsamplingconstrainsourcharacterizationofplantmicrobiomes
AT beauglarkin insufficientsamplingconstrainsourcharacterizationofplantmicrobiomes
_version_ 1724270309937250304