TY - JOUR
T1 - Inconsistent Patterns of Microbial Diversity and Composition Between Highly Similar Sequencing Protocols
T2 - A Case Study With Reef-Building Corals
AU - Epstein, Hannah E.
AU - Hernandez-Agreda, Alejandra
AU - Starko, Samuel
AU - Baum, Julia K.
AU - Vega Thurber, Rebecca
N1 - Funding Information:
We would like to thank the Kiritimati Project Manager, K. Tietjen, for her contribution to the organization and conduction of field work that provided samples for this comparative study, and to J. McDevitt-Irwin for personal communications about handling of the sequencing data. Thanks also go to the Earth Microbiome Project (EMP) and the Global Coral Microbiome Project (GCMP) who provided the funding and resources for the HiSeq sequencing, and to G. Ackerman for her unyielding assistance in data access. HE acknowledges support from the National Science Foundation (NSF) through a Postdoctoral Research Fellowship in Biology (PRFB grant #2006244). SS acknowledges support from a National Sciences and Engineering Research Council Postdoctoral Research Fellowship (NSERC PDF). JB acknowledges support from a National Sciences Foundation RAPID Grant (OCE-1446402), an NSERC Discovery Grant, the Canadian Foundation for Innovation, the Packard Foundation, a Pew Fellowship, and the University of Victoria. RVT acknowledges support from NSF: grant #2023424.
Publisher Copyright:
Copyright © 2021 Epstein, Hernandez-Agreda, Starko, Baum and Vega Thurber.
PY - 2021/11/25
Y1 - 2021/11/25
N2 - 16S rRNA gene profiling (amplicon sequencing) is a popular technique for understanding host-associated and environmental microbial communities. Most protocols for sequencing amplicon libraries follow a standardized pipeline that can differ slightly depending on laboratory facility and user. Given that the same variable region of the 16S gene is targeted, it is generally accepted that sequencing output from differing protocols are comparable and this assumption underlies our ability to identify universal patterns in microbial dynamics through meta-analyses. However, discrepant results from a combined 16S rRNA gene dataset prepared by two labs whose protocols differed only in DNA polymerase and sequencing platform led us to scrutinize the outputs and challenge the idea of confidently combining them for standard microbiome analysis. Using technical replicates of reef-building coral samples from two species, Montipora aequituberculata and Porites lobata, we evaluated the consistency of alpha and beta diversity metrics between data resulting from these highly similar protocols. While we found minimal variation in alpha diversity between platform, significant differences were revealed with most beta diversity metrics, dependent on host species. These inconsistencies persisted following removal of low abundance taxa and when comparing across higher taxonomic levels, suggesting that bacterial community differences associated with sequencing protocol are likely to be context dependent and difficult to correct without extensive validation work. The results of this study encourage caution in the statistical comparison and interpretation of studies that combine rRNA gene sequence data from distinct protocols and point to a need for further work identifying mechanistic causes of these observed differences.
AB - 16S rRNA gene profiling (amplicon sequencing) is a popular technique for understanding host-associated and environmental microbial communities. Most protocols for sequencing amplicon libraries follow a standardized pipeline that can differ slightly depending on laboratory facility and user. Given that the same variable region of the 16S gene is targeted, it is generally accepted that sequencing output from differing protocols are comparable and this assumption underlies our ability to identify universal patterns in microbial dynamics through meta-analyses. However, discrepant results from a combined 16S rRNA gene dataset prepared by two labs whose protocols differed only in DNA polymerase and sequencing platform led us to scrutinize the outputs and challenge the idea of confidently combining them for standard microbiome analysis. Using technical replicates of reef-building coral samples from two species, Montipora aequituberculata and Porites lobata, we evaluated the consistency of alpha and beta diversity metrics between data resulting from these highly similar protocols. While we found minimal variation in alpha diversity between platform, significant differences were revealed with most beta diversity metrics, dependent on host species. These inconsistencies persisted following removal of low abundance taxa and when comparing across higher taxonomic levels, suggesting that bacterial community differences associated with sequencing protocol are likely to be context dependent and difficult to correct without extensive validation work. The results of this study encourage caution in the statistical comparison and interpretation of studies that combine rRNA gene sequence data from distinct protocols and point to a need for further work identifying mechanistic causes of these observed differences.
KW - 16S rRNA
KW - amplicon sequencing
KW - coral microbiome
KW - microbial diversity
KW - protocol comparison
UR - http://www.scopus.com/inward/record.url?scp=85120914821&partnerID=8YFLogxK
U2 - 10.3389/fmicb.2021.740932
DO - 10.3389/fmicb.2021.740932
M3 - Article
C2 - 34899629
SN - 1664-302X
VL - 12
JO - Frontiers in Microbiology
JF - Frontiers in Microbiology
M1 - 740932
ER -