Progression of saproxylic fungal communities in fine woody debris in boreal forests of Oulanka, Finland, assessed by DNA metabarcoding
Authors/Creators
- 1. Kean University, Union, United States of America
- 2. University of Helsinki, Helsinki, Finland
Description
This publication presents a dataset of saproxylic (dead wood) fungi which addresses the limited understanding of saproxylic fungal diversity, community structure and colonisation dynamics in fine woody debris (FWD). This knowledge gap is largely due to the microscopic or cryptic nature of most fungal species, which often exist primarily as mycelium. To overcome this challenge, the study employs metabarcoding of DNA extracted from pins representing FWD which were experimentally placed for decomposition in northern Finland. The dataset can be used to investigate the composition and progression of fungal communities across different stages of wood decay. It includes communities from distinct biotopes: one forest site protected from reindeer grazing, one exposed to reindeer and a forest area frequented by tourists. The use of standardised decomposition experiments combined with high-throughput eDNA analysis represents a notable methodological approach in characterising saproxylic fungal communities.
The dataset was generated using the novel MycoPins method, published by the authors in 2023, in which sterilised wooden pins were embedded beneath the forest litter and left to decompose for one year, while being periodically inspected. This innovative decomposition experiment was conducted at the Oulanka Research Station in Kuusamo, Northern Finland. As the first study in this region to investigate saproxylic fungi in fine woody debris (FWD) using MycoPins and DNA metabarcoding, it adds new knowledge to the fungal biodiversity data of the region. The resulting dataset of DNA-derived occurrences has been published through the Global Biodiversity Information Facility (GBIF), offering valuable insights into fungal diversity across different stages of decomposition. Agaricomycetes, a class of fungi strongly associated with their hosts via ectomycorrhiza, was selected from the dataset for comparison with fungal datasets from neighbouring regions. Remarkably, the MycoPins method revealed a high proportion of unique Agaricomycetes taxa not captured in existing species checklists from GBIF.org. These findings highlight the study's contribution to advancing biodiversity assessment. The results demonstrate the potential of this approach to enhance our understanding of fungal community dynamics in boreal forest ecosystems.
Files
BDJ_article_155520.pdf
Files
(1.2 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:e54aeca099a407c686d35fa3fdc7fdd3
|
1.0 MB | Preview Download |
|
md5:9bed683129589a6dc5649fe9429bc4b2
|
209.2 kB | Preview Download |
Linked records
Additional details
References
- Abarenkov K, Zirk A, Piirmann T, Pöhönen R, Ivanov F, Nilsson RH, Kõljalg U (2023a) UNITE general FASTA release for Fungi 2. UNITE Community https://doi.org/10.15156/BIO/2938068
- Abarenkov K, Andersson AF, Bissett A, Finstad AG, Fossøy F, Grosjean M, Hope M, Jeppesen TS, Kõljalg U, Lundin D, Nilsson RN, Prager M, Provoost P, Schigel D, Suominen S, Svenningsen C, Frøslev TG (2023b) Publishing DNA-derived data through biodiversity data platforms. GBIF Secretariat https://doi.org/10.35035/doc-vf1a-nr22
- Ahonen SK, Ylänne H, Väisänen M, Ruotsalainen AL, Männistö M, Markkola A, Stark S (2021) Reindeer grazing history determines the responses of subarctic soil fungal communities to warming and fertilization. New Phytologist 232 (2): 788‑801. https://doi.org/10.1111/nph.17623
- Ahonen SK, Ruotsalainen AL, Wäli P, Suominen O, Vindstad O, Jepsen JU, Markkola A (2024) Does long-term grazing cause cascading impacts on the soil microbiome in mountain birch forests? Fungal Ecology 69 https://doi.org/10.1016/j.funeco.2024.101332
- Aiba S, Akutsu K, Onoda Y (2013) Canopy structure of tropical and sub-tropical rain forests in relation to conifer dominance analysed with a portable LIDAR system. Annals of Botany 112 (9): 1899‑1909. https://doi.org/10.1093/aob/mct242
- Anderson I, Cairney JG (2004) Diversity and ecology of soil fungal communities: increased understanding through the application of molecular techniques. Environmental Microbiology 6 (8): 769‑779. https://doi.org/10.1111/j.1462-2920.2004.00675.x
- Bässler C, Müller J, Dziock F, Brandl R (2010) Effects of resource availability and climate on the diversity of wood‐decaying fungi. Journal of Ecology 98 (4): 822‑832. https://doi.org/10.1111/j.1365-2745.2010.01669.x
- Bellemain E, Carlsen T, Brochmann C, Coissac E, Taberlet P, Kauserud H (2010) ITS as an environmental DNA barcode for fungi: an in silico approach reveals potential PCR biases. BMC Microbiology 10 (1). https://doi.org/10.1186/1471-2180-10-189
- Berbeco M, Melillo J, Orians C (2012) Soil warming accelerates decomposition of fine woody debris. Plant and Soil 356: 405‑417. https://doi.org/10.1007/s11104-012-1130-x
- Brabcová V, Tláskal V, Lepinay C, Zrůstová P, Eichlerová I, Štursová M, Müller J, Brandl R, Bässler C, Baldrian P (2022) Fungal community development in decomposing fine deadwood is largely affected by microclimate. Frontiers in Microbiology 13 https://doi.org/10.3389/fmicb.2022.835274
- Bradford M, Maynard D, Crowther T, Frankson P, Mohan J, Steinrueck C, Veen GF(, King J, Warren R (2021) Belowground community turnover accelerates the decomposition of standing dead wood. Ecology 102 (11). https://doi.org/10.1002/ecy.3484
- Chamberlain S, Oldoni D, Waller J (2012) rgbif: Interface to the Global Biodiversity Information Facility API. CRAN: Contributed Packages https://doi.org/10.32614/cran.package.rgbif
- Clemmensen KE, Ihrmark K, Durling MB, Lindahl B (2016) Sample preparation for fungal community analysis by high-throughput sequencing of barcode amplicons. Methods in Molecular Biology61‑88. https://doi.org/10.1007/978-1-4939-3369-3_4
- Costanza J, Faber-Langendoen D, Coulston J, Wear D (2018) Classifying forest inventory data into species-based forest community types at broad extents: exploring tradeoffs among supervised and unsupervised approaches. Forest Ecosystems 5 (1). https://doi.org/10.1186/s40663-017-0123-x
- El Sheikha AF, Chalier C, Zaremski A, Montet D (2013) Novel molecular fingerprinting for geographical traceability of timber. Journal of Tropical Forest Science 25 (3): 387‑392.
- Filippova N, Zvyagina E, Rudykina E, Ishmanov T, Filippov I, Bulyonkova T, Dobrynina A (2024) DNA-based occurrence dataset on peatland fungal communities studied by metabarcoding in north-western Siberia. Biodiversity Data Journal 12 https://doi.org/10.3897/bdj.12.e119851
- Fukasawa Y, Osono T, Takeda H (2017) Dynamics of physicochemical properties and occurrence of fungal fruit bodies during decomposition of coarse woody debris of Fagus crenata. Journal of Forest Research 14 (1): 20‑29. https://doi.org/10.1007/s10310-008-0098-0
- GBIF.Org User (2025a) MycoPins - Oulanka National Park dataset. GBIF Occurrence Download. GBIF https://doi.org/10.15468/dl.z563p8
- GBIF.Org User (2025b) GBIF Oulanka National Park dataset. GBIF Occurrence Download. GBIF https://doi.org/10.15468/dl.92nuwn
- GBIF.Org User (2025c) GBIF Finland. GBIF Occurrence Download. GBIF https://doi.org/10.15468/dl.m9wxpz
- GBIF.Org User (2025d) GBIF Nordic. GBIF Occurrence Download. GBIF https://doi.org/10.15468/dl.yejjyy
- Gemmellaro MD, Lorusso NS, Domke R, Kovalska K, Hashim A, Arevalo Mojica M, O'Connor AJ, Patel U, Pate O, Raise G, Shumskaya M (2023) Assessment of fungal succession in decomposing swine carcasses (Sus scrofa L.) using DNA metabarcoding. Journal of Fungi 9 (9). https://doi.org/10.3390/jof9090866
- Heggberget TM, Gaare E, Ball J (2002) Reindeer (Rangifer tarandus) and climate change: Importance of winter forage. Rangifer 22 (1). https://doi.org/10.7557/2.22.1.388
- Heggenes J, Odland A, Chevalier T, Ahlberg J, Berg A, Larsson H, Bjerketvedt DK (2017) Herbivore grazing-or trampling? Trampling effects by a large ungulate in cold high-latitude ecosystems. Ecology and Evolution 7 (16): 6423‑6431. https://doi.org/10.1002/ece3.3130
- Inga B (2009) Reindeer (Rangifer tarandus tarandus) feeding on lichens and mushrooms: traditional ecological knowledge among reindeer-herding Sami in northern Sweden. Rangifer 27 (2). https://doi.org/10.7557/2.27.2.163
- Kauserud H (2023) ITS alchemy: On the use of ITS as a DNA marker in fungal ecology. Fungal Ecology 65 https://doi.org/10.1016/j.funeco.2023.101274
- Korhonen A, Miettinen O, Kotze J, Hamberg L (2022) Landscape context and substrate characteristics shape fungal communities of dead spruce in urban and semi‐natural forests. Environmental Microbiology 24 (8): 3451‑3462. https://doi.org/10.1111/1462-2920.15903
- Korhonen A, Siitonen J, Hamberg L (2024) Fungal and beetle diversity in deciduous fine woody debris in spruce-dominated forests in relation to substrate quantity and quality. Biodiversity and Conservation 33 (14): 4121‑4137. https://doi.org/10.1007/s10531-024-02942-6
- Krah F, Bässler C, Heibl C, Soghigian J, Schaefer H, Hibbett D (2018a) Evolutionary dynamics of host specialization in wood-decay fungi. BMC Evolutionary Biology 18 (1). https://doi.org/10.1186/s12862-018-1229-7
- Krah F, Seibold S, Brandl R, Baldrian P, Müller J, Bässler C (2018b) Independent effects of host and environment on the diversity of wood‐inhabiting fungi. Journal of Ecology 106 (4): 1428‑1442. https://doi.org/10.1111/1365-2745.12939
- Lepinay C, Jiráska L, Tláskal V, Brabcová V, Vrška T, Baldrian P (2021) Successional development of fungal communities associated with decomposing deadwood in a Natural mixed temperate forest. Journal of Fungi 7 (6). https://doi.org/10.3390/jof7060412
- Mbareche H, Veillette M, Bilodeau G (2021) In Silico Study Suggesting the Bias of Primers Choice in the Molecular Identification of Fungal Aerosols. Journal of Fungi 7 (2). https://doi.org/10.3390/jof7020099
- Meyer S, Rusterholz H, Baur B (2021) Saproxylic insects and fungi in deciduous forests along a rural–urban gradient. Ecology and Evolution 11 (4): 1634‑1652. https://doi.org/10.1002/ece3.7152
- Moose R, Schigel D, Kirby L, Shumskaya M (2019) Dead wood fungi in North America: an insight into research and conservation potential. Nature Conservation 32: 1‑17. https://doi.org/10.3897/natureconservation.32.30875
- Niemelä T, Renvall P, Penttilä R (1995) Interactions of fungi at late stages of wood decomposition. Annales Botanici Fennici 32 (3): 141‑152. URL: https://www.jstor.org/stable/23726315
- Nilsson RH, Hyde K, Pawłowska J, Ryberg M, Tedersoo L, Aas AB, Alias S, Alves A, Anderson CL, Antonelli A, Arnold AE, Bahnmann B, Bahram M, Bengtsson-Palme J, Berlin A, Branco S, Chomnunti P, Dissanayake A, Drenkhan R, Friberg H, Frøslev TG, Halwachs B, Hartmann M, Henricot B, Jayawardena R, Jumpponen A, Kauserud H, Koskela S, Kulik T, Liimatainen K, Lindahl B, Lindner D, Liu J, Maharachchikumbura S, Manamgoda D, Martinsson S, Neves MA, Niskanen T, Nylinder S, Pereira OL, Pinho DB, Porter T, Queloz V, Riit T, Sánchez-García M, de Sousa F, Stefańczyk E, Tadych M, Takamatsu S, Tian Q, Udayanga D, Unterseher M, Wang Z, Wikee S, Yan J, Larsson E, Larsson K, Kõljalg U, Abarenkov K, et al. (2014) Improving ITS sequence data for identification of plant pathogenic fungi. Fungal Diversity 67 (1): 11‑19. https://doi.org/10.1007/s13225-014-0291-8
- Nilsson RH, Larsson K, Taylor AFS, Bengtsson-Palme J, Jeppesen TS, Schigel D, Kennedy P, Picard K, Glöckner FO, Tedersoo L, Saar I, Kõljalg U, Abarenkov K (2018) The UNITE database for molecular identification of fungi: handling dark taxa and parallel taxonomic classifications. Nucleic Acids Research 47 https://doi.org/10.1093/nar/gky1022
- Ovaskainen O, Schigel D, Ali-Kovero H, Auvinen P, Paulin L, Nordén B, Nordén J (2013) Combining high-throughput sequencing with fruit body surveys reveals contrasting life-history strategies in fungi. The ISME Journal 7 (9): 1696‑1709. https://doi.org/10.1038/ismej.2013.61
- Palmer JM, Jusino MA, Banik MT, Lindner DL (2018) Non-biological synthetic spike-in controls and the AMPtk software pipeline improve mycobiome data. PeerJ 6: e4925. https://doi.org/10.7717/peerj.4925
- Parisi F, Pioli S, Lombardi F, Fravolini G, Marchetti M, Tognetti R (2018) Linking deadwood traits with saproxylic invertebrates and fungi in European forests - a review. iForest - Biogeosciences and Forestry 11 (3): 423‑436. https://doi.org/10.3832/ifor2670-011
- Pasher J, King D (2009) Mapping dead wood distribution in a temperate hardwood forest using high resolution airborne imagery. Forest Ecology and Management 258 (7): 1536‑1548. https://doi.org/10.1016/j.foreco.2009.07.009
- Põlme S, Abarenkov K, Henrik Nilsson R, Lindahl B, Clemmensen KE, Kauserud H, Nguyen N, Kjøller R, Bates S, Baldrian P, Frøslev TG, Adojaan K, Vizzini A, Suija A, Pfister D, Baral H, Järv H, Madrid H, Nordén J, Liu J, Pawlowska J, Põldmaa K, Pärtel K, Runnel K, Hansen K, Larsson K, Hyde KD, Sandoval-Denis M, Smith M, Toome-Heller M, Wijayawardene N, Menolli N, Reynolds N, Drenkhan R, Maharachchikumbura SN, Gibertoni T, Læssøe T, Davis W, Tokarev Y, Corrales A, Soares AM, Agan A, Machado AR, Argüelles-Moyao A, Detheridge A, de Meiras-Ottoni A, Verbeken A, Dutta AK, Cui B, Pradeep CK, Marín C, Stanton D, Gohar D, Wanasinghe D, Otsing E, Aslani F, Griffith G, Lumbsch T, Grossart H, Masigol H, Timling I, Hiiesalu I, Oja J, Kupagme J, Geml J, Alvarez-Manjarrez J, Ilves K, Loit K, Adamson K, Nara K, Küngas K, Rojas-Jimenez K, Bitenieks K, Irinyi L, Nagy L, Soonvald L, Zhou L, Wagner L, Aime MC, Öpik M, Mujica MI, Metsoja M, Ryberg M, Vasar M, Murata M, Nelsen M, Cleary M, Samarakoon M, Doilom M, Bahram M, Hagh-Doust N, Dulya O, Johnston P, Kohout P, Chen Q, Tian Q, Nandi R, Amiri R, Perera RH, dos Santos Chikowski R, Mendes-Alvarenga R, Garibay-Orijel R, Gielen R, Phookamsak R, Jayawardena R, Rahimlou S, Karunarathna S, Tibpromma S, Brown S, Sepp S, Mundra S, Luo Z, Bose T, Vahter T, Netherway T, Yang T, May T, Varga T, Li W, Coimbra VRM, de Oliveira VRT, de Lima VX, Mikryukov V, Lu Y, Matsuda Y, Miyamoto Y, Kõljalg U, Tedersoo L, et al. (2021) FungalTraits: a user-friendly traits database of fungi and fungus-like stramenopiles. Fungal Diversity 105 (1): 1‑16. https://doi.org/10.1007/s13225-020-00466-2
- Santalahti M, Sun H, Sietiö O, Köster K, Berninger F, Laurila T, Pumpanen J, Heinonsalo J (2018) Reindeer grazing alter soil fungal community structure and litter decomposition related enzyme activities in boreal coniferous forests in Finnish Lapland. Applied Soil Ecology 132: 74‑82. https://doi.org/10.1016/j.apsoil.2018.08.013
- Sato H (2023) The evolution of ectomycorrhizal symbiosis in the Late Cretaceous is a key driver of explosive diversification in Agaricomycetes. The New phytologist 241 (1): 444‑460. https://doi.org/10.1111/nph.19055
- Schoch C, Seifert K, Huhndorf S, Robert V, Spouge J, Levesque CA, Chen W, Bolchacova E, Voigt K, Crous P, Miller A, Wingfield M, Aime MC, An K, Bai F, Barreto R, Begerow D, Bergeron M, Blackwell M, Boekhout T, Bogale M, Boonyuen N, Burgaz A, Buyck B, Cai L, Cai Q, Cardinali G, Chaverri P, Coppins B, Crespo A, Cubas P, Cummings C, Damm U, de Beer ZW, de Hoog GS, Del-Prado R, Dentinger B, Diéguez-Uribeondo J, Divakar P, Douglas B, Dueñas M, Duong T, Eberhardt U, Edwards J, Elshahed M, Fliegerova K, Furtado M, García M, Ge Z, Griffith G, Griffiths K, Groenewald J, Groenewald M, Grube M, Gryzenhout M, Guo L, Hagen F, Hambleton S, Hamelin R, Hansen K, Harrold P, Heller G, Herrera C, Hirayama K, Hirooka Y, Ho H, Hoffmann K, Hofstetter V, Högnabba F, Hollingsworth P, Hong S, Hosaka K, Houbraken J, Hughes K, Huhtinen S, Hyde K, James T, Johnson E, Johnson J, Johnston P, Jones EBG, Kelly L, Kirk P, Knapp D, Kõljalg U, Kovács G, Kurtzman C, Landvik S, Leavitt S, Liggenstoffer A, Liimatainen K, Lombard L, Luangsa-ard JJ, Lumbsch HT, Maganti H, Maharachchikumbura SN, Martin M, May T, McTaggart A, Methven A, Meyer W, Moncalvo J, Mongkolsamrit S, Nagy L, Nilsson RH, Niskanen T, Nyilasi I, Okada G, Okane I, Olariaga I, Otte J, Papp T, Park D, Petkovits T, Pino-Bodas R, Quaedvlieg W, Raja H, Redecker D, Rintoul T, Ruibal C, Sarmiento-Ramírez J, Schmitt I, Schüßler A, Shearer C, Sotome K, Stefani FP, Stenroos S, Stielow B, Stockinger H, Suetrong S, Suh S, Sung G, Suzuki M, Tanaka K, Tedersoo L, Telleria MT, Tretter E, Untereiner W, Urbina H, Vágvölgyi C, Vialle A, Vu TD, Walther G, Wang Q, Wang Y, Weir B, Weiß M, White M, Xu J, Yahr R, Yang Z, Yurkov A, Zamora J, Zhang N, Zhuang W, Schindel D, et al. (2012) Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi. Proceedings of the National Academy of Sciences 109 (16): 6241‑6246. https://doi.org/10.1073/pnas.1117018109
- Shumskaya M, Lorusso N, Patel U, Leigh M, Somervuo P, Schigel D (2023) MycoPins: a metabarcoding-based method to monitor fungal colonization of fine woody debris. MycoKeys 96: 77‑95. https://doi.org/10.3897/mycokeys.96.101033
- Shumskaya M, Lim J, Saarinen PK, Apgar S, Hoyte B, Nunez M, Gayathri MS, Vengine L, Salib C, Seidle M, Inoa A (2024) Saproxylic fungal communities in boreal forest, Finland, Oulanka, 2022-2023. 1.9. Kean University. Release date: 2024-9-06. URL: https://doi.org/10.15468/yfemwn
- Triviño M, Pohjanmies T, Mazziotta A, Juutinen A, Podkopaev D, Le Tortorec E, Mönkkönen M (2016) Optimizing management to enhance multifunctionality in a boreal forest landscape. Journal of Applied Ecology 54 (1): 61‑70. https://doi.org/10.1111/1365-2664.12790
- Ulyshen M (2014) Wood decomposition as influenced by invertebrates. Biological Reviews 91 (1): 70‑85. https://doi.org/10.1111/brv.12158
- Větrovský T, Steffen KT, Baldrian P (2014) Potential of cometabolic transformation of polysaccharides and lignin in lignocellulose by soil Actinobacteria. PLOS One 9 (2). https://doi.org/10.1371/journal.pone.0089108
- Yang R, Wang L, Tian Q, Xu N, Yang Y (2021) Estimation of the conifer-broadleaf ratio in mixed forests based on time-series data. Remote Sensing 13 (21). https://doi.org/10.3390/rs13214426
- Yang S, Poorter L, Kuramae E, Sass‐Klaassen U, Leite MA, Costa OA, Kowalchuk G, Cornelissen JC, van Hal J, Goudzwaard L, Hefting M, van Logtestijn RP, Sterck F (2022) Stem traits, compartments and tree species affect fungal communities on decaying wood. Environmental Microbiology 24 (8): 3625‑3639. https://doi.org/10.1111/1462-2920.15953