Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities

Dinoflagellates and diatoms are among the most prominent microeukaryotic plankton groups, and they have evolved different functional traits reflecting their roles within ecosystems. However, links between their metabolic processes and functional traits within different environmental contexts warrant...

Full description

Bibliographic Details
Main Authors: Stephanie Elferink, Uwe John, Stefan Neuhaus, Sylke Wohlrab
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Microorganisms
Subjects:
Online Access:https://www.mdpi.com/2076-2607/8/4/567
_version_ 1797570604706037760
author Stephanie Elferink
Uwe John
Stefan Neuhaus
Sylke Wohlrab
author_facet Stephanie Elferink
Uwe John
Stefan Neuhaus
Sylke Wohlrab
author_sort Stephanie Elferink
collection DOAJ
description Dinoflagellates and diatoms are among the most prominent microeukaryotic plankton groups, and they have evolved different functional traits reflecting their roles within ecosystems. However, links between their metabolic processes and functional traits within different environmental contexts warrant further study. The functional biodiversity of dinoflagellates and diatoms was accessed with metatranscriptomics using Pfam protein domains as proxies for functional processes. Despite the overall geographic similarity of functional responses, abiotic (i.e., temperature and salinity; ~800 Pfam domains) and biotic (i.e., taxonomic group; ~1500 Pfam domains) factors influencing particular functional responses were identified. Salinity and temperature were identified as the main drivers of community composition. Higher temperatures were associated with an increase of Pfam domains involved in energy metabolism and a decrease of processes associated with translation and the sulfur cycle. Salinity changes were correlated with the biosynthesis of secondary metabolites (e.g., terpenoids and polyketides) and signal transduction processes, indicating an overall strong effect on the biota. The abundance of dinoflagellates was positively correlated with nitrogen metabolism, vesicular transport and signal transduction, highlighting their link to biotic interactions (more so than diatoms) and suggesting the central role of species interactions in the evolution of dinoflagellates. Diatoms were associated with metabolites (e.g., isoprenoids and carotenoids), as well as lysine degradation, which highlights their ecological role as important primary producers and indicates the physiological importance of these metabolic pathways for diatoms in their natural environment. These approaches and gathered information will support ecological questions concerning the marine ecosystem state and metabolic interactions in the marine environment.
first_indexed 2024-03-10T20:27:55Z
format Article
id doaj.art-3ae3041953df4abc9abb61e8a10b019f
institution Directory Open Access Journal
issn 2076-2607
language English
last_indexed 2024-03-10T20:27:55Z
publishDate 2020-04-01
publisher MDPI AG
record_format Article
series Microorganisms
spelling doaj.art-3ae3041953df4abc9abb61e8a10b019f2023-11-19T21:39:17ZengMDPI AGMicroorganisms2076-26072020-04-018456710.3390/microorganisms8040567Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom CommunitiesStephanie Elferink0Uwe John1Stefan Neuhaus2Sylke Wohlrab3Alfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, GermanyAlfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, GermanyAlfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, GermanyAlfred-Wegener-Institute, Helmholtz Centre for Polar and Marine Research, Am Handelshafen 12, 27570 Bremerhaven, GermanyDinoflagellates and diatoms are among the most prominent microeukaryotic plankton groups, and they have evolved different functional traits reflecting their roles within ecosystems. However, links between their metabolic processes and functional traits within different environmental contexts warrant further study. The functional biodiversity of dinoflagellates and diatoms was accessed with metatranscriptomics using Pfam protein domains as proxies for functional processes. Despite the overall geographic similarity of functional responses, abiotic (i.e., temperature and salinity; ~800 Pfam domains) and biotic (i.e., taxonomic group; ~1500 Pfam domains) factors influencing particular functional responses were identified. Salinity and temperature were identified as the main drivers of community composition. Higher temperatures were associated with an increase of Pfam domains involved in energy metabolism and a decrease of processes associated with translation and the sulfur cycle. Salinity changes were correlated with the biosynthesis of secondary metabolites (e.g., terpenoids and polyketides) and signal transduction processes, indicating an overall strong effect on the biota. The abundance of dinoflagellates was positively correlated with nitrogen metabolism, vesicular transport and signal transduction, highlighting their link to biotic interactions (more so than diatoms) and suggesting the central role of species interactions in the evolution of dinoflagellates. Diatoms were associated with metabolites (e.g., isoprenoids and carotenoids), as well as lysine degradation, which highlights their ecological role as important primary producers and indicates the physiological importance of these metabolic pathways for diatoms in their natural environment. These approaches and gathered information will support ecological questions concerning the marine ecosystem state and metabolic interactions in the marine environment.https://www.mdpi.com/2076-2607/8/4/567arcticmetatranscriptomicmetabarcodingmicroplanktonmolecular ecology
spellingShingle Stephanie Elferink
Uwe John
Stefan Neuhaus
Sylke Wohlrab
Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
Microorganisms
arctic
metatranscriptomic
metabarcoding
microplankton
molecular ecology
title Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
title_full Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
title_fullStr Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
title_full_unstemmed Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
title_short Functional Genomics Differentiate Inherent and Environmentally Influenced Traits in Dinoflagellate and Diatom Communities
title_sort functional genomics differentiate inherent and environmentally influenced traits in dinoflagellate and diatom communities
topic arctic
metatranscriptomic
metabarcoding
microplankton
molecular ecology
url https://www.mdpi.com/2076-2607/8/4/567
work_keys_str_mv AT stephanieelferink functionalgenomicsdifferentiateinherentandenvironmentallyinfluencedtraitsindinoflagellateanddiatomcommunities
AT uwejohn functionalgenomicsdifferentiateinherentandenvironmentallyinfluencedtraitsindinoflagellateanddiatomcommunities
AT stefanneuhaus functionalgenomicsdifferentiateinherentandenvironmentallyinfluencedtraitsindinoflagellateanddiatomcommunities
AT sylkewohlrab functionalgenomicsdifferentiateinherentandenvironmentallyinfluencedtraitsindinoflagellateanddiatomcommunities