Umeå University's logo

umu.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Perturbance and Stimulation: using Nitrogen Addition and High-Throughput Sequencing to Study Fungal Communities in Boreal Forests
Umeå University, Faculty of Science and Technology, Department of Plant Physiology.ORCID iD: 0000-0001-5431-955x
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Fungal communities are major players in globally important nutrient cycling processes, and form symbioses with most terrestrial plants. In the nitrogen (N) limited Swedish boreal forest, ectomycorrhizal (EcM) fungi colonize most roots of the economically important and stand dominating conifer species, Norway spruce (Picea abies) and Scots pine (Pinus sylvestris), with significant implications for tree nutrition and decomposition processes. Long-term sustainable forestry practices require a deeper understanding of biotic and abiotic factors influencing forest health and tree growth. While high-throughput sequencing technologies such as DNA amplicon sequencing or RNA-based metatranscriptomics have furthered our understanding of fungal communities, there are still many details of EcM symbiosis and decomposition processes that we do not understand. In this thesis, I have used these sequencing methods to further our understanding of fungal communities in the boreal forest, and how they are influenced by forest management and N addition. 

In the first part of this thesis, I investigated how early fertilization of seeded or planted seedlings affects seedling growth and survival, and the fungal communities associated with the growing seedlings, assessed by amplicon sequencing. In two manuscripts I show that seeds or seedlings planted into scarified clearcut soil are rapidly colonized by site indigenous fungi, including many EcM species. I show that small doses of added N increase survival of sown seeds and that organic N (in the form of arginine) can increase early root growth of planted seedlings. This light fertilization did not perturb early fungal community succession. 

In the second part, I co-developed a workflow for de novo assembly as well as functional and taxonomic annotation of complex fungal community RNA sequencing data, in order to advance our ability to utilize metatranscriptomics (not only) as an alternative to DNA amplicon approaches. I assessed the outcome of this workflow by comparison to the currently most widely employed method of DNA amplicon sequencing, finding that both methods provide highly congruent insights into among-sample relationships and alpha and beta diversity. I then demonstrated use of the functional annotation of the metatranscriptomic data to provide biological insight into fungal community responses to high levels of N addition. It is known that N addition to boreal forests, apart from stimulating tree growth, perturbs the natural, N-limited status and leads to significant changes in fungal community composition and soil chemistry. Using metatranscriptomic data and the newly designed workflow enabled us to test the hypothesis that N addition can inhibit decomposition in cold climates, at least in part, by rendering the oxidative enzymes used for so-called “white rot” ligninolytic decay energetically uncompetitive. Moreover, in a study using transcriptomic data from Norway spruce roots and the associated EcM fungi, we show that N addition leads to a reprogramming of the mycorrhizal symbiosis controlled by the tree, thus favoring fungal species that have previously been described as N tolerant. 

In general, high-throughput sequencing methods have furthered our understanding of fungal community dynamics, and this thesis provides a powerful new part of the toolbox for studying these highly complex systems and contributes new perspectives to our knowledge of how fungal communities respond to N addition and forest management, from the perspective of soil biochemical processes and the EcM symbiosis. 

Abstract [sv]

Svampsamhällen har global betydelse som drivande krafter i viktiga näringskretslopp, och ingår symbioser med de flesta landväxter. I de kvävefattiga svenska boreala skogarna koloniserar ektomykorrhizasvampar majoriteten av rötter på de ekonomiskt viktiga och dominerande trädarterna gran (Picea abies) och tall (Pinus sylvestris). Detta har signifikanta implikationer för både trädnäring och nedbrytningsprocesser i marken. För att säkerställa hållbart skogsbruk på lång sikt är det nödvändigt att vi får en djupare förståelse för biotiska och abiotiska faktorer som kan påverka skogens hälsa och tillväxt. Moderna sekvenseringsmetoder som DNA amplikon-sekvensering och RNA-baserad metatranskriptomik har hittills lett till en förbättrad förståelse för svampsamhällen, men det finns fortfarande oklarheter i många av processerna de är viktiga för. I denna doktorsavhandling har jag använt dessa sekvenseringsmetoder för att fördjupa vår förståelse av svampsamhällen i boreal skog, och hur de påverkas av skogsbruk och kvävetillförsel.

I avhandlingens första del har jag undersökt hur gödsling vid plantering och sådd påverkar plantornas överlevnad och tillväxt, och dessutom de associerade svampsamhällen som undersöktes med hjälp av amplikon sekvensering. I två manuskript visar jag, hur efter plantering på markberedda kalhyggen, plantorna fort blir koloniserade av olika svampar från marken, bland annat mykorrhizasvampar. Jag visar att små doser av kvävegödsel höjer överlevnad av sådda frön, och att organiskt kväve (i form av arginin) kan förbättra tidig rottillväxt vid plantering. Svampsamhällen blev inte påtagligt förändrade av denna lätta gödsling.

I andra delen av denna avhandling har jag varit involverad i utvecklingen av en bioinformatisk pipeline för de novo-assemblering, såsom taxonomisk och funktionell annotering av komplex RNA sekvenseringsdata, för att göra framsteg i vår förmåga att använda metatranskriptomik (inte bara, men också) som ett alternativ till DNA amplikon sekvenseringsmetoder. Jag utvärderade resultatet av denna pipeline i en jämförelse med den vanligaste amplikon sekvenseringsmetoden, och kom fram till att båda metoder ger jämförbara insikter om förhållanden mellan prover och jämförbara resultat från diversitetsberäkningar. Jag visar sedan hur den funktionella annoteringen från metatranskriptomik data kan användas för att ge biologiska insikter om svampsamhällens reaktion till höga kvävegivor. Vi vet att gödsling av boreal skog, bortsett från stimulation av trädens tillväxt, leder till en perturbation av det naturliga, kvävelimiterade tillståndet och orsakar betydande förändringar i svampsamhällen och markens kemiska sammansättning. Genom att använda metatranskriptomisk data i samband med den tidigare nämnda metoden testade vi hypotesen att kvävegödsling leder till en hämmad nedbrytning av organiskt material i marken, i alla fall delvis, genom att göra så kallad ”vitröta” mindre konkurrenskraftig. Dessutom, i en annan studie med RNA sekvenseringsdata från granrötter och dess associerade svampsamhällen, visar vi att kvävegödsling leder till att träden inleder en omprogrammering av mykorrhizasymbiosen, vilket gynnar svamparter som tidigare har beskrivits som kvävetåliga.

Allmänt sett har moderna sekvenseringsmetoder gett oss en bättre förståelse av dynamikerna i svampsamhällen, och denna avhandling tillhandahåller en kraftfull ny del i verktygslådan för att studera dessa högst komplexa system och bidrar med nya perspektiv till vår vetskap om hur svampsamhällen reagerar på kvävetillförsel och skogsbruk, från perspektivet av biokemiska processer i marken och ektomykorrhiza symbiosen.

Place, publisher, year, edition, pages
Umeå: Umeå University , 2022. , p. 91
Keywords [en]
Boreal forest, Scots pine, Norway spruce, ectomycorrhiza, saprotroph, fertilization, nitrogen, mycobiome, rhizosphere, decomposition, carbon, seedling establishment, forest management, clearcutting
National Category
Other Biological Topics
Identifiers
URN: urn:nbn:se:umu:diva-194544ISBN: 978-91-7855-797-4 (print)ISBN: 978-91-7855-798-1 (electronic)OAI: oai:DiVA.org:umu-194544DiVA, id: diva2:1656993
Public defence
2022-06-01, Stora hörsalen, KBC-huset, 09:00 (English)
Opponent
Supervisors
Available from: 2022-05-11 Created: 2022-05-09 Last updated: 2024-07-02Bibliographically approved
List of papers
1. Effects of early, small-scale nitrogen addition on germination and early growth of scots pine (Pinus sylvestris) seedlings and on the recruitment of the root-associated fungal community
Open this publication in new window or tab >>Effects of early, small-scale nitrogen addition on germination and early growth of scots pine (Pinus sylvestris) seedlings and on the recruitment of the root-associated fungal community
Show others...
2021 (English)In: Forests, E-ISSN 1999-4907, Vol. 12, no 11, article id 1589Article in journal (Refereed) Published
Abstract [en]

Scots pine (Pinus sylvestris L.) is one of the most economically important species to the Swedish forest industry, and cost-efficient planting methods are needed to ensure successful reestab-lishment after harvesting forest stands. While the majority of clear-cuts are replanted with pre-grown seedlings, direct seeding can be a viable option on poorer sites. Organic fertilizer has been shown to improve planted seedling establishment, but the effect on direct seeding is less well known. Therefore, at a scarified (disc trencher harrowed) clear-cut site in northern Sweden, we evaluated the effect of early, small-scale nitrogen addition on establishment and early recruitment of fungi from the disturbed soil community by site-planted Scots pine seeds. Individual seeds were planted using a moisture retaining germination matrix containing 10 mg nitrogen in the form of either arginine phosphate or ammonium nitrate. After one growing season, we collected seedlings and assessed the fungal community of seedling roots and the surrounding soil. Our results demonstrate that early, small-scale N addition increases seedling survival and needle carbon content, that there is rapid recruitment of ectomycorrhizal fungi to the roots and rhizosphere of the young seedlings and that this rapid recruitment was modified but not prevented by N addition.

Place, publisher, year, edition, pages
MDPI, 2021
Keywords
Boreal forest, Clear-cut, Ectomycorrhiza, Fungal community composition, Mycobiome, Nitrogen addition, Scots pine
National Category
Forest Science Botany
Identifiers
urn:nbn:se:umu:diva-191106 (URN)10.3390/f12111589 (DOI)000725843200001 ()2-s2.0-85119899657 (Scopus ID)
Available from: 2022-01-10 Created: 2022-01-10 Last updated: 2024-07-04Bibliographically approved
2. Organic N Addition Improves Root Growth Without Changing Fungal Communities in Outplanted Conifer Seedlings
Open this publication in new window or tab >>Organic N Addition Improves Root Growth Without Changing Fungal Communities in Outplanted Conifer Seedlings
Show others...
(English)Manuscript (preprint) (Other academic)
Abstract [en]

Forestry in Sweden largely relies on planting genetically improved seedlings after clear-cutting, and high survival and early growth of planted seedlings is vital for economic viability and carbon sequestration. Norway spruce (Picea abies) and Scots pine (Pinus sylvestris) are the two most important tree species in Swedish forest stands and are both associated with a variety of ectomycorrhizal fungi. Fertilization with arginine phosphate has been shown to improve root growth and seedling survival, but it is not clear how small-scale addition of fertilizer affects fungal community composition of growing seedlings. Here we show that addition of arginine phosphate can improve root growth of planted seedlings without negatively affecting survival or changing fungal community composition. In a planting experiment sampled after one and two growing seasons, we found that planting position had significant effects both on seedling performance and fungal community composition and provide insight into the early stages of fungal community succession on planted Norway spruce and Scots pine seedlings. Fungal taxa present on seedlings before planting persisted on seedling roots, while at the same time site indigenous taxa colonized the growing seedlings. Fertilization modified relative abundances of some fungal taxa but did not lead to significant changes in community composition. While we acknowledge the need for more studies in different microclimates, soil types and weather conditions, and over longer timeframes, our results demonstrate how targeted fertilization with organic N can increase root growth, in addition to providing further insight into the early stages of fungal community succession in Fennoscandian rotation forestry.

National Category
Forest Science
Identifiers
urn:nbn:se:umu:diva-194513 (URN)
Available from: 2022-05-09 Created: 2022-05-09 Last updated: 2024-07-02
3. Why does nitrogen addition to forest soils inhibit decomposition?
Open this publication in new window or tab >>Why does nitrogen addition to forest soils inhibit decomposition?
Show others...
2019 (English)In: Soil Biology and Biochemistry, ISSN 0038-0717, E-ISSN 1879-3428, Vol. 137, article id 107570Article in journal (Refereed) Published
Abstract [en]

Enrichment of forest soils with inorganic nitrogen (N) tends to inhibit oxidative enzyme expression by microbes and reduces plant litter and soil organic matter decomposition rates. Without further explanation than is currently presented in the scientific literature, we argue that upregulation of oxidative enzymes seems a more competitive response to prolonged N enrichment at high rates than the observed downregulation. Thus, as it stands, observed responses are inconsistent with predicted responses. In this article, we present a hypothesis that resolves this conflict. We suggest that high rates of N addition alter the competitive balance between enzymatic lignin mineralisation and non-enzymatic lignin oxidation. Using metatransciptomics and chemical assays to examine boreal forest soils, we found that N addition suppressed peroxidase activity, but not iron reduction activity (involved in non-enzymatic lignin oxidation). Our hypothesis seems positioned as a parsimonious and empirically consistent working model that warrants further testing.

Keywords
Lignin decomposition, Soil carbon cycling, Nitrogen fertilisation, Brown and white rot fungi, Oxidative zymes, Fenton reaction
National Category
Soil Science
Identifiers
urn:nbn:se:umu:diva-165686 (URN)10.1016/j.soilbio.2019.107570 (DOI)000489066300014 ()
Funder
Knut and Alice Wallenberg Foundation, 2015.0047
Available from: 2019-12-06 Created: 2019-12-06 Last updated: 2024-07-02Bibliographically approved
4. Comparative fungal community analyses using metatranscriptomics and internal transcribed spacer amplicon sequencing from Norway spruce
Open this publication in new window or tab >>Comparative fungal community analyses using metatranscriptomics and internal transcribed spacer amplicon sequencing from Norway spruce
Show others...
2021 (English)In: mSystems, E-ISSN 2379-5077, Vol. 6, no 1, article id e00884-20Article in journal (Refereed) Published
Abstract [en]

The health, growth, and fitness of boreal forest trees are impacted and improved by their associated microbiomes. Microbial gene expression and functional activity can be assayed with RNA sequencing (RNA-Seq) data from host samples. In contrast, phylogenetic marker gene amplicon sequencing data are used to assess taxonomic composition and community structure of the microbiome. Few studies have considered how much of this structural and taxonomic information is included in transcriptomic data from matched samples. Here, we described fungal communities using both host-derived RNA-Seq and fungal ITS1 DNA amplicon sequencing to compare the outcomes between the methods. We used a panel of root and needle samples from the coniferous tree species Picea abies (Norway spruce) growing in untreated (nutrient-deficient) and nutrient-enriched plots at the Flakaliden forest research site in boreal northern Sweden. We show that the relationship between samples and alpha and beta diversity indicated by the fungal transcriptome is in agreement with that generated by the ITS data, while also identifying a lack of taxonomic overlap due to limitations imposed by current database coverage. Furthermore, we demonstrate how metatranscriptomics data additionally provide biologically informative functional insights. At the community level, there were changes in starch and sucrose metabolism, biosynthesis of amino acids, and pentose and glucuronate interconversions, while processing of organic macromolecules, including aromatic and heterocyclic compounds, was enriched in transcripts assigned to the genus Cortinarius. IMPORTANCE A deeper understanding of microbial communities associated with plants is revealing their importance for plant health and productivity. RNA extracted from plant field samples represents the host and other organisms present. Typically, gene expression studies focus on the plant component or, in a limited number of studies, expression in one or more associated organisms. However, metatranscriptomic data are rarely used for taxonomic profiling, which is currently performed using amplicon approaches. We created an assembly-based, reproducible, and hardware-agnostic workflow to taxonomically and functionally annotate fungal RNA-Seq data obtained from Norway spruce roots, which we compared to matching ITS amplicon sequencing data. While we identified some limitations and caveats, we show that functional, taxonomic, and compositional insights can all be obtained from RNA-Seq data. These findings highlight the potential of metatranscriptomics to advance our understanding of interaction, response, and effect between host plants and their associated microbial communities.

Place, publisher, year, edition, pages
American Society for Microbiology, 2021
Keywords
Ectomycorrhiza, Fungi, Fungi, ITS amplicon sequencing, Metatranscriptomics, Norway spruce, Nutrient enrichment, Phyllosphere, Phyllosphere-inhabiting microbes, Tree roots
National Category
Bioinformatics and Computational Biology
Identifiers
urn:nbn:se:umu:diva-181823 (URN)10.1128/MSYSTEMS.00884-20 (DOI)000647691000034 ()2-s2.0-85102490316 (Scopus ID)
Available from: 2021-04-06 Created: 2021-04-06 Last updated: 2025-02-07Bibliographically approved
5. Metatranscriptomics captures dynamic shifts in mycorrhizal coordination in boreal forests
Open this publication in new window or tab >>Metatranscriptomics captures dynamic shifts in mycorrhizal coordination in boreal forests
Show others...
2022 (English)In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 119, no 26, article id e2118852119Article in journal (Other academic) Published
Abstract [en]

Carbon storage and cycling in boreal forests-the largest terrestrial carbon store-is moderated by complex interactions between trees and soil microorganisms. However, existing methods limit our ability to predict how changes in environmental conditions will alter these associations and the essential ecosystem services they provide. To address this, we developed a metatranscriptomic approach to analyze the impact of nutrient enrichment on Norway spruce fine roots and the community structure, function, and tree-microbe coordination of over 350 root-associated fungal species. In response to altered nutrient status, host trees redefined their relationship with the fungal community by reducing sugar efflux carriers and enhancing defense processes. This resulted in a profound restructuring of the fungal community and a collapse in functional coordination between the tree and the dominant Basidiomycete species, and an increase in functional coordination with versatile Ascomycete species. As such, there was a functional shift in community dominance from Basidiomycetes species, with important roles in enzymatically cycling recalcitrant carbon, to Ascomycete species that have melanized cell walls that are highly resistant to degradation. These changes were accompanied by prominent shifts in transcriptional coordination between over 60 predicted fungal effectors, with more than 5,000 Norway spruce transcripts, providing mechanistic insight into the complex molecular dialogue coordinating host trees and their fungal partners. The host-microbe dynamics captured by this study functionally inform how these complex and sensitive biological relationships may mediate the carbon storage potential of boreal soils under changing nutrient conditions. 

Place, publisher, year, edition, pages
National Academy of Sciences, 2022
Keywords
carbon storage, ectomycorrhiza, fungal effectors, host–microbe, metatranscriptome
National Category
Other Biological Topics
Identifiers
urn:nbn:se:umu:diva-194524 (URN)10.1073/pnas.2118852119 (DOI)001051468800002 ()35727987 (PubMedID)2-s2.0-85132270803 (Scopus ID)
Available from: 2022-05-09 Created: 2022-05-09 Last updated: 2025-04-24Bibliographically approved

Open Access in DiVA

fulltext(5619 kB)571 downloads
File information
File name FULLTEXT01.pdfFile size 5619 kBChecksum SHA-512
0547c4ff8ad75ddec1f13300f508ee3a662e57139087fb0096c1b4d7e36b21d625f2747876beb5c67fe2f3061d65dc33d62babed9bf13f047f717e6f5aa5f656
Type fulltextMimetype application/pdf
spikblad(127 kB)82 downloads
File information
File name SPIKBLAD01.pdfFile size 127 kBChecksum SHA-512
44d1f41184381974594450fb5268ec4a313b5823e9e82a6f6e4495ab37f416596715c60e5b85251b60ee6a8f73db9e6c87f34b7c04d7a5d3cc76b07af3beb285
Type spikbladMimetype application/pdf

Authority records

Schneider, Andreas N.

Search in DiVA

By author/editor
Schneider, Andreas N.
By organisation
Department of Plant Physiology
Other Biological Topics

Search outside of DiVA

GoogleGoogle Scholar
Total: 576 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

isbn
urn-nbn

Altmetric score

isbn
urn-nbn
Total: 1208 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf