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Comparative Fungal Community Analyses Using Metatranscriptomics and Internal Transcribed Spacer Amplicon Sequencing from Norway Spruce

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Simultaneous Inference in General Parametric Models
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ggplot2: Elegant Graphics for Data Analysis
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Exploring the Plant Microbiome Through Multi-omics Approaches
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Technical challenges in metatranscriptomic studies applied to the bacterial communities of freshwater ecosystems
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Measurement of mRNA abundance using RNA-seq data: RPKM measure is inconsistent among samples
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Conservation of ectomycorrhizal fungi: exploring the linkages between functional and taxonomic responses to anthropogenic N deposition
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Prospects and challenges for fungal metatranscriptomics of complex communities
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Application of peptide nucleic acid (PNA)-PCR clamping technique to investigate the community structures of rhizobacteria associated with plant roots
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Microbial community response to growing season and plant nutrient optimisation in a boreal Norway spruce forest
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Why does nitrogen addition to forest soils inhibit decomposition?
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The effect of water and nutrient availability on the productivity of Norway spruce in northern and southern Sweden
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Active and total microbial communities in forest soil are largely different and highly stratified during decomposition
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Shift in fungal communities and associated enzyme activities along an age gradient of managed Pinus sylvestris stands
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Consortia of low-abundance bacteria drive sulfate reduction-dependent degradation of fermentation products in peat soil microcosms
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Defining the core Arabidopsis thaliana root microbiome
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Full-length transcriptome assembly from RNA-Seq data without a reference genome
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De novo assembly and analysis of RNA-seq data
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Fast gapped-read alignment with Bowtie 2
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Fast and sensitive protein alignment using DIAMOND
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DADA2: High-resolution sample inference from Illumina amplicon data
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Relic DNA is abundant in soil and obscures estimates of soil microbial diversity
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Dual RNA-seq reveals large-scale non-conserved genotype × genotype-specific genetic reprograming and molecular crosstalk in the mycorrhizal symbiosis
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Large-scale genome sequencing of mycorrhizal fungi provides insights into the early evolution of symbiotic traits
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Advantages of meta-total RNA sequencing (MeTRS) over shotgun metagenomics and amplicon-based sequencing in the profiling of complex microbial communities
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Dynamics of metatranscription in the inflammatory bowel disease gut microbiome
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Revealing crosstalk of plant and fungi in the symbiotic roots of sewage-cleaning Eichhornia crassipes using direct de novo metatranscriptomic analysis
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MetaTrans: an open-source pipeline for metatranscriptomics
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Nuclear ribosomal internal transcribed spacer (ITS) region as a universal DNA barcode marker for Fungi
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featureCounts: an efficient general purpose program for assigning sequence reads to genomic features
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Trimmomatic: a flexible trimmer for Illumina sequence data
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deML: robust demultiplexing of Illumina sequences using a likelihood-based approach
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MEGAHIT: an ultra-fast single-node solution for large and complex metagenomics assembly via succinct de Bruijn graph
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MultiQC: summarize analysis results for multiple tools and samples in a single report
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Millions of reads, thousands of taxa: microbial community structure and associations analyzed via marker genes
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Fast Genome-Wide Functional Annotation through Orthology Assignment by eggNOG-Mapper
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AUGUSTUS: ab initio prediction of alternative transcripts
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The SILVA ribosomal RNA gene database project: improved data processing and web-based tools
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MycoCosm portal: gearing up for 1000 fungal genomes
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MyTaxa: an advanced taxonomic classifier for genomic and metagenomic sequences
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KEGG as a reference resource for gene and protein annotation
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Identification of protein coding regions in RNA transcripts
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eggNOG 5.0: a hierarchical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses
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Gist – an ensemble approach to the taxonomic classification of metatranscriptomic sequence data
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Matplotlib: A 2D Graphics Environment
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Microbial activity in forest soil reflects the changes in ecosystem properties between summer and winter
inferredcites →https://doi.org/10.1111/2041-210x.12073openalex-snapshot
Improved software detection and extraction of ITS1 and ITS 2 from ribosomal ITS sequences of fungi and other eukaryotes for analysis of environmental sequencing data
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Carbon allocation in forest ecosystems
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A meta‐analysis of mycorrhizal responses to nitrogen, phosphorus, and atmospheric CO 2 in field studies
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UNITE: a database providing web‐based methods for the molecular identification of ectomycorrhizal fungi
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The UNITE database for molecular identification of fungi – recent updates and future perspectives
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VEGAN, a package of R functions for community ecology
inferredcites →https://doi.org/10.1111/nph.12791openalex-snapshot
Ectomycorrhizal C ortinarius species participate in enzymatic oxidation of humus in northern forest ecosystems
inferredcites →https://doi.org/10.1111/nph.13557openalex-snapshot
The Plant Genome Integrative Explorer Resource: PlantGen IE .org
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Microbial Population Structures in the Deep Marine Biosphere
inferredcites →https://doi.org/10.1128/jb.186.9.2629-2635.2004openalex-snapshot
Divergence and Redundancy of 16S rRNA Sequences in Genomes with Multiple rrn Operons
inferredcites →https://doi.org/10.1139/b04-123openalex-snapshot
Mycorrhizal fungi as drivers of ecosystem processes in heathland and boreal forest biomes
inferredcites →https://doi.org/10.1139/x06-035openalex-snapshot
Influence of long-term nutrient optimization on biomass, carbon, and nitrogen acquisition and allocation in Norway spruce
inferredcites →https://doi.org/10.1186/1471-2105-12-35openalex-snapshot
VennDiagram: a package for the generation of highly-customizable Venn and Euler diagrams in R
inferredcites →https://doi.org/10.1186/s12859-018-2189-zopenalex-snapshot
SAMSA2: a standalone metatranscriptome analysis pipeline
inferredcites →https://doi.org/10.1186/s12864-017-4168-6openalex-snapshot
TaxMapper: an analysis tool, reference database and workflow for metatranscriptome analysis of eukaryotic microorganisms
inferredcites →https://doi.org/10.1186/s13059-014-0550-8openalex-snapshot
Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2
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IMP: a pipeline for reproducible reference-independent integrated metagenomic and metatranscriptomic analyses
inferredcites →https://doi.org/10.1186/s40168-018-0432-5openalex-snapshot
Trees, fungi and bacteria: tripartite metatranscriptomics of a root microbiome responding to soil contamination
inferredcites →https://doi.org/10.1186/s40168-018-0469-5openalex-snapshot
Low-abundant bacteria drive compositional changes in the gut microbiota after dietary alteration
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FastUniq: A Fast De Novo Duplicates Removal Tool for Paired Short Reads
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phyloseq: An R Package for Reproducible Interactive Analysis and Graphics of Microbiome Census Data
inferredcites →https://doi.org/10.1371/journal.pone.0139080openalex-snapshot
Serendipitous Meta-Transcriptomics: The Fungal Community of Norway Spruce (Picea abies)
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Cutadapt removes adapter sequences from high-throughput sequencing reads
inferredcites →https://doi.org/10.3233/978-1-61499-649-1-87openalex-snapshot
Jupyter Notebooks – a publishing format for reproducible computational workflows
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pheatmap: Pretty Heatmaps
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R: A Language and Environment for Statistical Computing
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Advances and Challenges in Metatranscriptomic Analysis
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Forest floor community metatranscriptomes identify fungal and bacterial responses to N deposition in two maple forests
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A Small Number of Low-abundance Bacteria Dominate Plant Species-specific Responses during Rhizosphere Colonization
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Unraveling Core Functional Microbiota in Traditional Solid-State Fermentation by High-Throughput Amplicons and Metatranscriptomics Sequencing
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Metatranscriptomics and Amplicon Sequencing Reveal Mutualisms in Seagrass Microbiomes
inferredcites →https://doi.org/10.3897/mycokeys.10.4852openalex-snapshot
Shotgun metagenomes and multiple primer pair-barcode combinations of amplicons reveal biases in metabarcoding analyses of fungi
inferredcites →https://doi.org/10.4137/bbi.s34610openalex-snapshot
Use of Metatranscriptomics in Microbiome Research
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Scikit-learn: Machine Learning in Python
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Swarm v2: highly-scalable and high-resolution amplicon clustering

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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The search for Schizosaccharomyces fission yeasts in environmental metatranscriptomes
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Masters of Manipulation: How Our Molecular Understanding of Model Symbiotic Fungi and Their Hosts Is Changing the Face of “Mutualism”
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Fungal Biotechnology for Biogas Production: Applications, Challenges, and Perspectives
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Foliar mycobiome remains unaltered under urban air-pollution but differentially express stress-related genes
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Advanced research tools for fungal diversity and its impact on forest ecosystem
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Linking processes to community functions—insights into litter decomposition combining fungal metatranscriptomics and environmental NMR profiling
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Changes in the (micro-)biome structure and function of two forest sites in the Alps at different elevations and seasons using metatranscriptomics
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Harnessing multi-omics, genome editing and AI-enabled high-throughput phenotyping for forest tree improvement
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Technological variations, microbial diversity and quality characteristics of maize ogi used for akpan production in Benin
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Seiðr: Efficient calculation of robust ensemble gene networks
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Study on the Antifungal Activity and Mechanism of Flavonoids from Cortex mori against Botrytis cinerea
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Metatranscriptomics captures dynamic shifts in mycorrhizal coordination in boreal forests
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The microbiome as the second genome: engineering the phytobiome for climate-resilient agriculture
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Integrated transcriptomic and hormonomic insights into cadmium tolerance of a Euglena mutabilis fungal–algal–bacterial consortium
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Genomes of keystone Mortierella species lead to better in silico prediction of soil mycobiome functions from Taiwan’s offshore islands
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New insight to the role of microbes in the methane exchange in trees: evidence from metagenomic sequencing
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Metatranscriptomics sheds light on the links between the functional traits of fungal guilds and ecological processes in forest soil ecosystems
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Stable functional structure despite high taxonomic variability across fungal communities in soils of old-growth montane forests
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Multi-omics framework to reveal the molecular determinants of fermentation performance in wine yeast populations
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Fitopatojenlerin Tespitinde Metagenomik ve Klasik Tanı Yöntemlerinin Entegrasyonu
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Foliar fungal endophyte communities remain unaltered under urban air-pollution but differentially express stress-related genes
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Norway Spruce and Scots Pine Fungal and Bacterial Microbiomes in a Boreal Forest Common Garden Experiment
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New-Generation Sequencing Technology in Diagnosis of Fungal Plant Pathogens: A Dream Comes True?
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