Abstract

Forest trees frequently interact with a diverse range of microorganisms including dark septate endophytes (DSEs) and fungal pathogens. Plant defense responses to either individual pathogens or endophytes have been widely studied, but very little is known on the effect of coinfection on host defenses. To study the impact of coinfection or tripartite interaction on plant growth and host defenses, Norway spruce (Picea abies (L.) Karst) seedlings were inoculated with a DSE Phialocephala sphaeroides or with a root pathogen Heterobasidion parviporum Niemela & Korhonen or coinfected with both fungi. The results showed that the DSE promoted the root growth of spruce seedlings. Control seedlings without any inoculum were subjected to sequencing and used as a baseline for identification of differentially expressed genes (DEGs). RNA-seq analysis of seedlings inoculated with P. sphaeroides, infected with H. parviporum or coinfected with both fungi resulted in a total of 5269 DEGs. The majority of DEGs were found in P. sphaeroides-inoculated seedlings. Lignin biosynthesis pathways were generally activated during fungal infections. The pattern was distinct with endophyte inoculation. The majority of the genes in the flavonoid biosynthesis pathway were generally suppressed during fungal infections. A specific transcriptional response to P. sphaeroides inoculation was the increased transcripts of genes involved in jasmonic acid biosynthesis, mitogen-activated protein kinases signaling pathway, plant hormone signal transduction and calcium-mediated signaling. This may have potentially contributed to promoting the root growth of seedlings. Although the coinfection suppressed the induction of numerous genes, no negative effect on the growth of the spruce seedlings occurred. We conclude that the subsequent H. parviporum infection triggered reprogramming of host metabolism. Conversely, the endophyte (P. sphaeroides), on the other hand, counteracted the negative effects of H. parviporum on the growth of the spruce seedlings.

Introduction

Heterobasidion parviporum Niemelä & Korhonen naturally infects Norway spruce (Picea abies (L.) Karst) and causes root and stem rot. This necrotrophic pathogen occurs in the northern hemisphere (Garbelotto and Gonthier 2013). The pathogen is especially common in southern Finland where the disease is spreading gradually toward the north probably due in part to climate change (Venäläinen et al. 2020). Primary infection occurs in freshly cut stumps exposed to aerial basidiospores. The spores that adhere to the surface of the stumps form invasive hyphae, which subsequently spread to neighboring healthy trees via root contact (Asiegbu et al. 2005). Although new H. parviporum infections can be prevented by spraying the chemical (urea) or Phlebiopsis gigantea (Fr.) Jül on the freshly cut stumps, the development of other alternative approaches to the current control methods deserve to be explored. Dark septate endophytes (DSEs) with melanized and septate hyphae such as Phialocephala species are the most abundant fungi that colonize roots of Norway spruce (Grünig et al. 2006, Terhonen et al. 2014). Particularly, the finding that Phialocephala sphaeroides promoted the root growth of spruce seedlings and inhibited the growth of H. parviporum (Terhonen et al. 2016) suggests that this DSE has the potential to be explored in disease management. Understanding how P. sphaeroides mediates root growth at the molecular level formed one of the objectives of this study.

The abundance and broad host range of DSEs indicate that they have an important function in nature. They do not have a preference for host species and have been isolated from over 600 plant species (Jumpponen and Trappe 1998). Their effects on plant growth vary from negative to neutral (Tellenbach et al. 2011) and to positive (Jumpponen and Trappe 1998, Alberton et al. 2010), depending on the host, fungal genotype and environmental conditions (Fernando and Currah 1996, Jumpponen 2001, Reininger et al. 2012). Beneficial DSEs, colonizing root tissues intracellularly and intercellularly, affect plant performance by enhancement of nutrient acquisition, the synthesis of phytohormones, increasing tolerance and resistance to abiotic and biotic stress (Mandyam and Jumpponen 2005, Tellenbach et al. 2013). The well-known Phialocephala fortinii s.l.–Acephala applanata species complex is the dominant fungal root endophytes of coniferous trees (Grünig et al. 2002, 2004, 2006, 2008, 2011, Stenström et al. 2014, Terhonen et al. 2014). Although the DSE P. sphaeroides promoted the growth of Norway spruce (Terhonen et al. 2016), little is known about the molecular mechanisms underlying the observed growth promotion.

Plants including forest trees have diverse defense strategies in response to pathogen and endophyte infection. Phenolic metabolites play critical roles in defense response of conifer trees to pathogens (Witzell and Martín 2008), with activation of phenylpropanoid and flavonoid biosynthesis pathways. A proportion of the intermediate p-coumaroyl-CoA is allocated to the downstream of flavonoid pathway with a series of reactions including condensation, isomerization, oxidation and reduction for monomeric flavan-3-ols and polymerized proanthocyanidins (PAs) (Saito et al. 2013). Apart from phenolic metabolism, hormone signal pathways play a critical role in plant defense response. Biotrophic and necrotrophic pathogens have a contrasting nutrient strategy to exploit their host plant substrates, resulting in effective defense dependent on distinct signaling pathways. The effective defense against biotrophs is largely due to hypersensitive response (HR) with the activation of a salicylic acid (SA)-dependent signaling pathway that leads to expression of pathogenesis-related (PR) proteins. Plant defense response to necrotrophs generally depends on the activation of jasmonic acid (JA)/ethylene (ET) signaling pathways (Glazebrook 2005, Pieterse et al. 2012). The JA/ET-signaling pathway probably plays a central role in defense response in Norway spruce to the necrotrophic pathogen H. parviporum (Arnerup et al. 2013), whereas the SA-signaling pathway could still have an important role in Norway spruce–Heterobasidion interactions as the SA-mediated HR could facilitate necrotrophic pathogen infection (Likar and Regvar 2008). However, defense response of coniferous trees to endophyte colonization is unclear and has been very little studied. The effects of individual DSE colonization and the coinfection with Heterobasidion fungi and DSE colonization on defense response of host plants are also rarely investigated.

Our hypothesis is that a pre-inoculation of Norway spruce seedlings with a dark septate root endophyte (P. sphaeroides) will have some fitness benefits as well as protect the plant against infection by conifer pathogen (H. parviporum). To investigate the impact of the coinfection on plant defense responses, we compared the expression profiles of infected seedlings based on RNA sequencing. The results revealed some of the differences in host metabolic pathways, which are primarily involved in phenylpropanoid and flavonoid biosynthesis as well as hormone signaling that are due to the pathogen infection, the endophyte inoculation or coinfection.

Materials and methods

Endophyte, pathogen and plant materials

The DSE P. sphaeroides strain 222 was isolated from roots of Norway spruce (Terhonen et al. 2014). Homokaryotic H. parviporum 96026 HAMBI 2359 was provided by courtesy of Kari Korhonen (Natural Resources Institute Finland, LUKE). Norway spruce (P. abies) seeds (batch number: R01-98-0626-E461) were also kindly provided by LUKE. Both the endophyte and the pathogen isolates were maintained on malt extract agar (MEA: malt extract 20 g l−1, agar 15 g l−1, pH = 5.7) at 22 °C. Norway spruce seeds were surface sterilized with 30% H2O2 for 15 min, rinsed several times with sterile water and stratified for 3–4 days in the dark at 4 °C. A row of seeds was laid on the middle of a Petri dish containing 1% water agar and covered with moist, sterile filter paper. The Petri dishes containing seeds were sealed with parafilm, placed in a growth chamber for germination under a photoperiod of 16 h at 20 °C for 2 weeks.

Dual cultures on peat-based growth media and malt extract media

Paired interactions of H. parviporum and P. sphaeroides were set up both on the peat-based growth media provided by Kekkilä Professional (Vantaa, Finland) and 1.5% malt extract media (MEA) to investigate the effect of the endophyte on the pathogen growth. The moist peat-based substrate was autoclaved for 1 h at 121 °C twice with an interval of 48 h, followed by transfer into Petri dishes (90 mm diameter). Two agar plugs (5 mm diameter), colonized with active mycelia, were inoculated face down at a distance of 60 mm on the Petri dishes with the autoclaved peat-based substrate or MEA. H. parviporum was added 19 days after the DSE to ensure that the DSE grew well. H. parviporum self-pairing was used as an additional control. The fungi were grown at 20 °C in the dark.

Seedling inoculation and sample harvest

The DSE P. sphaeroides was grown on MEA plate pre-covered with a piece of cellophane membrane for 1 month. The cellophane membrane (50% size of MEA plate) containing the DSE mycelium was cut and transferred to petri dish containing modified Melin-Norkrans medium (referred now as MMN medium: 0.45 mM CaCl2, 0.43 mM NaCl, 0.61 MM MgSO4 · 7H2O, 4.3 mM NH4H2PO4, 4.7 mM KH2PO4, 30.8 μM FeCl3 · 6H2O, 0.2 μm thiamine HCl, 1 mM C6H12O6, agar 1.5%). Two-week-old seedlings were transferred to the medium and laid on the hyphae of the DSE. The root regions were covered with moist sterile filter paper. Autoclaved cellophane membrane without the DSE hyphae served as the uninoculated control. The plates were sealed and incubated in a growth chamber with 16 h of light at 22 °C. After 1 month, the seedlings (three to four seedlings in each plate) were transferred onto the sterile peat-based substrate in rectangular plates (230 × 82 × 18 mm) (Radia Industry Co. Ltd, Japan) and left for 1 month for substrate adaptation. Five agar plugs (5-mm-diameter) from a 17-day-old culture of H. parviporum were used to inoculate the seedling roots in the rectangular plate. The experimental design had four combinations (Table 1), including control seedlings without any inoculum (Pa), endophyte-infected seedlings (PaPs), pathogen-infected seedlings (PaHp) or coinfected seedlings with pathogen and endophyte (PaPsHp). Each combination had three replicates and each replicate consisted of three to four seedlings. The seedlings were grown for 1 month after pathogen inoculation before sampling and were watered every second week with 15 ml sterile water.

Table 1

Experimental design of Norway spruce seedlings with fungal infection.

Sample IDExperimental conditionDescription
PaNon-inoculated seedlings controlSeedlings under fungus-free condition
PaPsEndophyte inoculationSeedlings with only P. sphaeroids colonization
PaHpPathogen infectionSeedlings with only H. parviporum colonization
PaPsHpCo-infectiomSeedlings infected with the pathogen in the presence of the endophyte
Sample IDExperimental conditionDescription
PaNon-inoculated seedlings controlSeedlings under fungus-free condition
PaPsEndophyte inoculationSeedlings with only P. sphaeroids colonization
PaHpPathogen infectionSeedlings with only H. parviporum colonization
PaPsHpCo-infectiomSeedlings infected with the pathogen in the presence of the endophyte
Table 1

Experimental design of Norway spruce seedlings with fungal infection.

Sample IDExperimental conditionDescription
PaNon-inoculated seedlings controlSeedlings under fungus-free condition
PaPsEndophyte inoculationSeedlings with only P. sphaeroids colonization
PaHpPathogen infectionSeedlings with only H. parviporum colonization
PaPsHpCo-infectiomSeedlings infected with the pathogen in the presence of the endophyte
Sample IDExperimental conditionDescription
PaNon-inoculated seedlings controlSeedlings under fungus-free condition
PaPsEndophyte inoculationSeedlings with only P. sphaeroids colonization
PaHpPathogen infectionSeedlings with only H. parviporum colonization
PaPsHpCo-infectiomSeedlings infected with the pathogen in the presence of the endophyte

At the end of the experiment, the number of lateral roots, the length of shoot and the length of primary root of the seedlings were counted or measured. One of the roots in each combination treatment was surface-sterilized (30 s in 97% EtOH, 2 min in 10% NaClO, rinsed four times with autoclaved water), cut into 5-mm pieces and incubated on 1% MEA to re-isolate the endophyte and the pathogen.

RNA isolation

The control seedlings and infected seedlings were collected 1 month after H. parviporum inoculation. Samples harvested for RNA isolation consisted of the entire root system, hypocotyl and needle tissues. The tissues were immediately frozen in liquid N2 and stored at −80 °C. Total RNA was extracted by Cetyl trimethylammonium bromide method (Chang et al. 1993). Briefly, ground samples were mixed with 900 μl extraction buffer preheated at 65 °C and 9 μl 1M DL-Dithiothreitol solution incubated for 10 min at 65 °C and simultaneously centrifuged at 1000 r.p.m. The RNA-containing phase was separated from proteins and polysaccharides by adding chloroform:isoamyl alcohol (24:1) twice followed by centrifugation at 10,000g. The supernatant was mixed with 10 M LiCl overnight for RNA precipitation, and RNA was collected by centrifugation and washed with chilled absolute ethanol prior to dissolving into nuclease-free water. The total RNA quality was assessed by Agilent 2100 bioanalyzer.

Library construction

Transcriptome sequencing (Paired-end, 150 bp) was carried out by Novogene. Sequencing libraries were generated using NEBNext® UltraTM RNA Library Prep Kit for Illumina® (NEB, USA). Briefly, mRNA was purified from total RNA by oligo(dT) beads and was fragmented randomly in fragmentation buffer, followed by cDNA synthesis using random hexamers and reverse transcriptase. After a series of procedures including terminal-repair, A-tailing, ligation of sequencing adapters, size selection and PCR amplification, PCR products were purified (AMPure XP system) and library concentration was first quantified using Qubit 2.0 fluorometer (Life Technologies). Insert size was checked on Agilent Bioanalyzer 2100 system. The library preparations were sequenced on Illumina NovaSeq 6000.

Differential gene expression analysis

Raw reads were preprocessed by Novogene. Clean reads were obtained after removing reads with adapter contamination, or discarding reads when uncertain nucleotides constituted >10% of the reads (N > 10%) or discarding reads when low-quality nucleotides (base quality <20) constituted >50% of the reads. The quality of processed sequence data was assessed using FastQC (http://www.bioinformatics.babraham.ac.uk/projects/fastqc/). Reference genome and gene model annotation files were downloaded from the genome website (ftp://plantgenie.org/Data/ConGenIE/Picea_abies/v1.0/). The clean reads were mapped to v1.0 of the P. abies genome (Nystedt et al. 2013) with HISAT2. Novel gene prediction was performed by the Cufflinks Reference Annotation Based Transcript assembly method. HTSeq was used to count the read numbers mapped of each gene, including known and novel genes. FPKM (Fragments Per Kilobases of transcript sequence per Million bases) of each gene was calculated based on the length of the gene and read count mapped to this gene. The FPKM-normalized read counts were used for the downstream analyses, including principal component analysis (PCA) and differential gene expression. Differential expression analysis between two conditions was performed using DESeq2 R package. The resulting P-values were adjusted using Benjamini and Hochberg’s approach for controlling the false discovery rate (FDR). An FDR adjusted P-value of 0.05 and |log2(fold change)| of 1 were set as the threshold for significantly differential expression.

Dual cultures of H. parviporum (Hp: right-hand side) and P. sphaeroides (Ps: left-hand side) on peat-based growing media (soil) and MEA. Phialocephala sphaeroides had grown for 19 days prior to the inoculation of H. parviporum. Photos were taken 10 days and 14 days after H. parviporum colonization.
Figure 1.

Dual cultures of H. parviporum (Hp: right-hand side) and P. sphaeroides (Ps: left-hand side) on peat-based growing media (soil) and MEA. Phialocephala sphaeroides had grown for 19 days prior to the inoculation of H. parviporum. Photos were taken 10 days and 14 days after H. parviporum colonization.

Gene ontology (GO) term and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analysis

Biological significance of differentially expressed genes (DEGs) was explored by GO term enrichment analysis including biological process (BP), molecular function (MF) and cellular component (CC), based on the enrichment analysis tools in ConGenIE.org platform (http://congenie.org/) using all genes in Norway spruce (Picea abies v.1.0) as the background. Differentially expressed genes were used for further analysis of related pathways using KOBAS 3.0 (KOBAS, KEGG Orthology Based Annotation System, http://kobas.cbi.pku.edu.cn/) (Wu et al. 2006, Xie et al. 2011). The threshold of FDR-adjust P-value < 0.05 and the minimum number of genes for the corresponding term > 10 were considered to have statistical significance and to achieve significant enrichment.

Results

No antagonistic effect of the DSE on the growth of H. parviporum

In order to investigate the impact of the endophyte on the pathogen growth, dual cultures were set up in a Petri dish containing MEA or peat-based growing media. H. parviporum-colonized agar plug was put on media pre-colonized for 19 days by P. sphaeroides. Ten days later, we observed that fungal hyphae from both fungi were in contact. H. parviporum grew well in the presence of the fungal endophyte on both media (Figure 1). Over time, some overgrowth of the endophyte by the pathogen was observed on MEA and on peat-based growth media. No direct inhibitory effect of DSE on the homokaryotic H. parviporum was observed.

The endophyte promoted root growth of Norway spruce seedlings

The results showed that the DSE P. sphaeroides promoted the root growth of Norway spruce seedlings. The length of the primary root was markedly induced in the endophyte-infected seedlings and coinfected seedlings, compared with the control seedlings and the pathogen-infected seedlings (Figure 2A and B). The DSE and pathogen successfully colonized the seedling roots, as evidenced by reisolation (Figure 2C). The endophyte-infected seedlings and coinfected seedlings had no significant difference in the number of lateral roots compared with the control seedlings (Figure S1A available as Supplementary data at Tree Physiology Online). The difference in the shoot length was not significant among the treatments (Figure S1B available as Supplementary data at Tree Physiology Online).

The growth of Norway spruce seedlings with fungal infection. (A) The primary root length of seedlings. (B) Effect of fungal infection on the growth of Norway spruce seedlings. (C) Fungal isolation from the infected seedlings. Pa: non-inoculated seedlings control; PaPs: P. sphaeroides-inoculated seedlings; PaHp: H. parviporum-infected seedlings; PaPsHp: H. parviporum-infected seedlings in the presence of P. sphaeroides (coinfection).
Figure 2.

The growth of Norway spruce seedlings with fungal infection. (A) The primary root length of seedlings. (B) Effect of fungal infection on the growth of Norway spruce seedlings. (C) Fungal isolation from the infected seedlings. Pa: non-inoculated seedlings control; PaPs: P. sphaeroides-inoculated seedlings; PaHp: H. parviporum-infected seedlings; PaPsHp: H. parviporum-infected seedlings in the presence of P. sphaeroides (coinfection).

Table 2

RNA sequencing and mapping results to P. abies genome for each replicate. Norway spruce seedlings inoculated with P. sphaeroides (PaPs), H. parviporum (PaHp) or both of them (PaPsHp).

ReplicateRaw readsClean readsQ20 (%)Mapped readsUnique mappingMultiple mappingExonicIntergenicIntronic
Pa188,146,98486,784,63297.9172,678,079 (83.75%)69,940,436 (80.59%)2,737,643 (3.15%)66.9129.933.16
292,565,49290,745,94497.8876,121,391 (83.88%)73,227,495 (80.70%)2,893,896 (3.19%)66.7729.853.38
395,006,26693,062,79297.9578,416,288 (84.26%)75,476,352 (81.10%)2,939,936 (3.16%)67.2129.533.26
PaPs1107,888,536106,586,06497.7586,542,668 (81.20%)83,232,031 (78.09%)3,310,637 (3.11%)66.6529.653.69
297,400,06695,335,30297.8477,390,292 (81.18%)74,447,021 (78.09%)2,943,271 (3.09%)66.6429.73.67
396,927,30895,564,98897.677,070,124 (80.65%)74,199,805 (77.64%)2,870,319 (3.00%)67.5529.183.28
PaHp195,387,94694,171,57297.6476,746,153 (81.50%)73,851,720 (78.42%)2,894,433 (3.07%)66.2630.063.68
2100,361,28099,310,10297.8881,307,657 (81.87%)78,175,863 (78.72%)3,131,794 (3.15%)67.3729.363.27
3118,291,966117,224,76297.8196,421,593 (82.25%)92,776,157 (79.14%)3,645,436 (3.11%)65.9730.213.83
PaPsHp192,332,80891,108,78298.0974,517,263 (81.79%)71,689,012 (78.69%)2,828,251 (3.10%)66.2430.143.62
2103,201,948100,978,67297.8782,666,827 (81.87%)79,538,227 (78.77%)3,128,600 (3.10%)65.7330.63.67
381,501,17680,243,07497.8366,472,779 (82.84%)63,952,749 (79.70%)2,520,030 (3.14%)66.2630.353.38
ReplicateRaw readsClean readsQ20 (%)Mapped readsUnique mappingMultiple mappingExonicIntergenicIntronic
Pa188,146,98486,784,63297.9172,678,079 (83.75%)69,940,436 (80.59%)2,737,643 (3.15%)66.9129.933.16
292,565,49290,745,94497.8876,121,391 (83.88%)73,227,495 (80.70%)2,893,896 (3.19%)66.7729.853.38
395,006,26693,062,79297.9578,416,288 (84.26%)75,476,352 (81.10%)2,939,936 (3.16%)67.2129.533.26
PaPs1107,888,536106,586,06497.7586,542,668 (81.20%)83,232,031 (78.09%)3,310,637 (3.11%)66.6529.653.69
297,400,06695,335,30297.8477,390,292 (81.18%)74,447,021 (78.09%)2,943,271 (3.09%)66.6429.73.67
396,927,30895,564,98897.677,070,124 (80.65%)74,199,805 (77.64%)2,870,319 (3.00%)67.5529.183.28
PaHp195,387,94694,171,57297.6476,746,153 (81.50%)73,851,720 (78.42%)2,894,433 (3.07%)66.2630.063.68
2100,361,28099,310,10297.8881,307,657 (81.87%)78,175,863 (78.72%)3,131,794 (3.15%)67.3729.363.27
3118,291,966117,224,76297.8196,421,593 (82.25%)92,776,157 (79.14%)3,645,436 (3.11%)65.9730.213.83
PaPsHp192,332,80891,108,78298.0974,517,263 (81.79%)71,689,012 (78.69%)2,828,251 (3.10%)66.2430.143.62
2103,201,948100,978,67297.8782,666,827 (81.87%)79,538,227 (78.77%)3,128,600 (3.10%)65.7330.63.67
381,501,17680,243,07497.8366,472,779 (82.84%)63,952,749 (79.70%)2,520,030 (3.14%)66.2630.353.38
Table 2

RNA sequencing and mapping results to P. abies genome for each replicate. Norway spruce seedlings inoculated with P. sphaeroides (PaPs), H. parviporum (PaHp) or both of them (PaPsHp).

ReplicateRaw readsClean readsQ20 (%)Mapped readsUnique mappingMultiple mappingExonicIntergenicIntronic
Pa188,146,98486,784,63297.9172,678,079 (83.75%)69,940,436 (80.59%)2,737,643 (3.15%)66.9129.933.16
292,565,49290,745,94497.8876,121,391 (83.88%)73,227,495 (80.70%)2,893,896 (3.19%)66.7729.853.38
395,006,26693,062,79297.9578,416,288 (84.26%)75,476,352 (81.10%)2,939,936 (3.16%)67.2129.533.26
PaPs1107,888,536106,586,06497.7586,542,668 (81.20%)83,232,031 (78.09%)3,310,637 (3.11%)66.6529.653.69
297,400,06695,335,30297.8477,390,292 (81.18%)74,447,021 (78.09%)2,943,271 (3.09%)66.6429.73.67
396,927,30895,564,98897.677,070,124 (80.65%)74,199,805 (77.64%)2,870,319 (3.00%)67.5529.183.28
PaHp195,387,94694,171,57297.6476,746,153 (81.50%)73,851,720 (78.42%)2,894,433 (3.07%)66.2630.063.68
2100,361,28099,310,10297.8881,307,657 (81.87%)78,175,863 (78.72%)3,131,794 (3.15%)67.3729.363.27
3118,291,966117,224,76297.8196,421,593 (82.25%)92,776,157 (79.14%)3,645,436 (3.11%)65.9730.213.83
PaPsHp192,332,80891,108,78298.0974,517,263 (81.79%)71,689,012 (78.69%)2,828,251 (3.10%)66.2430.143.62
2103,201,948100,978,67297.8782,666,827 (81.87%)79,538,227 (78.77%)3,128,600 (3.10%)65.7330.63.67
381,501,17680,243,07497.8366,472,779 (82.84%)63,952,749 (79.70%)2,520,030 (3.14%)66.2630.353.38
ReplicateRaw readsClean readsQ20 (%)Mapped readsUnique mappingMultiple mappingExonicIntergenicIntronic
Pa188,146,98486,784,63297.9172,678,079 (83.75%)69,940,436 (80.59%)2,737,643 (3.15%)66.9129.933.16
292,565,49290,745,94497.8876,121,391 (83.88%)73,227,495 (80.70%)2,893,896 (3.19%)66.7729.853.38
395,006,26693,062,79297.9578,416,288 (84.26%)75,476,352 (81.10%)2,939,936 (3.16%)67.2129.533.26
PaPs1107,888,536106,586,06497.7586,542,668 (81.20%)83,232,031 (78.09%)3,310,637 (3.11%)66.6529.653.69
297,400,06695,335,30297.8477,390,292 (81.18%)74,447,021 (78.09%)2,943,271 (3.09%)66.6429.73.67
396,927,30895,564,98897.677,070,124 (80.65%)74,199,805 (77.64%)2,870,319 (3.00%)67.5529.183.28
PaHp195,387,94694,171,57297.6476,746,153 (81.50%)73,851,720 (78.42%)2,894,433 (3.07%)66.2630.063.68
2100,361,28099,310,10297.8881,307,657 (81.87%)78,175,863 (78.72%)3,131,794 (3.15%)67.3729.363.27
3118,291,966117,224,76297.8196,421,593 (82.25%)92,776,157 (79.14%)3,645,436 (3.11%)65.9730.213.83
PaPsHp192,332,80891,108,78298.0974,517,263 (81.79%)71,689,012 (78.69%)2,828,251 (3.10%)66.2430.143.62
2103,201,948100,978,67297.8782,666,827 (81.87%)79,538,227 (78.77%)3,128,600 (3.10%)65.7330.63.67
381,501,17680,243,07497.8366,472,779 (82.84%)63,952,749 (79.70%)2,520,030 (3.14%)66.2630.353.38

RNA sequencing and mapping of reads to Norway spruce genome

Transcriptome analysis of RNA sequence data from the four groups (control seedlings without any inoculum (Pa), endophyte-infected seedlings (PaPs), pathogen-infected seedlings (PaHp) or coinfected seedlings with pathogen and endophyte (PaPsHp)) was conducted. Twelve RNA libraries were constructed with three biological replicates for each of the four groups (Table 2). An average of 80–117 million clean reads of 150 nucleotides was obtained from each library after removal of reads with adaptor contamination, low-quality reads and reads with >10% ambiguous N bases, with an average of 97.8% of clean reads passed the quality control (Q20) (Table 2). An average of 82% clean reads was mapped to Norway spruce genome (mapped reads). Moreover, RNA sequence clean data were mapped to the genome of a closed relative Phialocephala scopiformis (Walker et al. 2016) and the genome of H. parviporum (Zeng et al. 2018). The proportion of reads mapped to P. scopiformis in the endophyte-infected seedlings (PaPs) and the coinfected seedlings (PaPsHp) accounted for 0.17 and 0.11% of the total sequences, respectively. The reads mapped to H. parviporum in PaPsHp (0.16%) was markedly lower than the reads in PaHp (1.93%).

Comparative transcriptome response to the fungal endophyte and fungal pathogen inoculation

To reveal the changes in seedlings transcriptome in response to the P. sphaeroides inoculation and H. parviporum infection, the different gene expression patterns observed using DESeq2 presented as FPKM values were compared. Principal component analysis based on the read counts normalized by FPKM showed separation of the samples of PaPs from the other conditions (Pa, PaHp, PaPsHp) (Figure 3). A total of 5269 DEGs were identified from endophyte-infected seedlings (PaPs), pathogen-infected seedlings (PaHp) and coinfected seedlings (PaPsHp) relative to the control seedlings (Pa), with a threshold of |log2(fold change)| ≥ 1 (P-adjust value <0.05) (Table S1 available as Supplementary data at Tree Physiology Online). Out of this number, 4384 DEGs were identified in PaPs (3560 upregulated, 824 downregulated), which was greater than the number of DEGs in PaHp (1061 upregulated, 292 downregulated) and PaPsHp (460 upregulated, 396 downregulated) (Figure 4). The top 20 DEGs with upregulation and downregulation levels in infected seedlings are shown in Tables S2S7 available as Supplementary data at Tree Physiology Online. In PaHp, peroxidase-like genes (POX) and ethylene-responsive transcription factor (ERF) were upregulated, whereas genes related to disease resistance—cytochrome P450, auxin-responsive family were downregulated. In PaPs, 12 out of 20 genes related to ERFs were upregulated, whereas genes related to disease resistance; auxin-responsive proteins, calcium-dependent kinase and UDP-glycosyltransferases—were downregulated. In PaPsHp, the upregulated genes included transporters, transferases, lipoxygenases and ERFs. The downregulated genes encoded abscisic acid (ABA)-responsive proteins, disease resistance, auxin-responsive proteins and cytochrome P450.

Principal component analysis based on reads counts normalized by FRKM value. Pa: non-inoculated seedlings control; PaPs: P. sphaeroides-inoculated seedlings; PaHp: H. parviporum-infected seedlings; PaPsHp: H. parviporum-infected seedlings in the presence of P. sphaeroides (coinfection).
Figure 3.

Principal component analysis based on reads counts normalized by FRKM value. Pa: non-inoculated seedlings control; PaPs: P. sphaeroides-inoculated seedlings; PaHp: H. parviporum-infected seedlings; PaPsHp: H. parviporum-infected seedlings in the presence of P. sphaeroides (coinfection).

The number of genes significantly upregulated (A) and downregulated (B) during H. parviporum infection (PaHp), P. sphaeroides inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control (Pa).
Figure 4.

The number of genes significantly upregulated (A) and downregulated (B) during H. parviporum infection (PaHp), P. sphaeroides inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control (Pa).

Seven groups of interesting DEGs were further identified (Figure 4), consisting of a commonly shared transcriptome, three co-expression transcriptomes and three condition-specific transcriptomes. The common transcriptome was made of 276 genes simultaneously induced (189) or repressed (87) in all three conditions (Tables S8 and S9 available as Supplementary data at Tree Physiology Online). Co-expression transcriptomes for PaHp and PaPs, PaPs and PaPsHp, PaHp and PaPsHp are shown in Tables S10S15 available as Supplementary data at Tree Physiology Online. Three groups were condition-specific transcriptomes, including PaHp-specific genes which were uniquely induced (435) or repressed (106) in PaHp, PaPs-specific induced genes (2920) or repressed (607) in PaPs, and PaPsHp-specific induced genes (77) or repressed (172) in PaPsHp (Tables S16S21 available as Supplementary data at Tree Physiology Online).

Functional enrichment analysis of the DEGs

GO enrichment analysis of DEGs

To evaluate the effect of fungal infection on the potential BPs, MFs and CCs of seedlings, DEGs in each group with condition-specific transcriptome, or co-expression transcriptome or common transcriptome were initially classified based on GO term enrichment analysis.

In condition-specific DEGs, the BP significantly enriched in PaHp and PaPs seedlings were metabolic process, response to stress, cellular process and transport. It is of particular significance that BP of DEGs in PaPs was related to signal transduction and cell growth. Molecular function GO terms in PaHp and PaPs seedlings were significant in transferase activity, catalytic activity and binding. In PaPsHp-specific samples, GO:0003824 related to catalytic activity was the only significant GO term. In co-expression transcriptome, GO terms were significant in response to stress, metabolic process, catalytic activity, transferase activity, sequence-sequence DNA binding transcription factor activity and DNA binding. Cellular component GO term was significantly related to the extracellular region. The significant GO terms of the transcriptome which were regulated in the three conditions were related to catalytic and transferase activity, and binding (Figure 5).

GO enrichment analysis of six groups of DEGs in seedlings during fungal infection. Two groups were condition-specific transcriptomes, including PaHp-specific genes which uniquely induced or repressed in PaHp, PaPs-specific genes only induced or repressed in PaPs, but without PaPsHp-specific genes due to the limited number of DEGs. Three groups were co-expression transcriptomes in PaPs and PaPsHp, PaHp and PaPsHp, PaHp and PaPs. One group was the common transcriptome in all three conditions (PaHp, PaPs and PaPsHp).
Figure 5.

GO enrichment analysis of six groups of DEGs in seedlings during fungal infection. Two groups were condition-specific transcriptomes, including PaHp-specific genes which uniquely induced or repressed in PaHp, PaPs-specific genes only induced or repressed in PaPs, but without PaPsHp-specific genes due to the limited number of DEGs. Three groups were co-expression transcriptomes in PaPs and PaPsHp, PaHp and PaPsHp, PaHp and PaPs. One group was the common transcriptome in all three conditions (PaHp, PaPs and PaPsHp).

KEGG pathway enrichment analysis

According to the results of KEGG pathway enrichment analysis, DEGs in each group were classified into various biological pathways. For condition-specific transcripts (Figure S2 available as Supplementary data at Tree Physiology Online), a total of 541 PaHp-specific DEGs were significantly enriched in protein processing, 22 for endoplasmic reticulum, 16 for phenylpropanoid biosynthesis and 9 for flavonoid biosynthesis. PaPs-specific DEGs (3527) were also enriched in genes involved in phenylpropanoid biosynthesis (50), as well as in other major pathways including plant–microbe interaction (74), mitogen-activated protein kinases (MAPKs) signaling pathway (52) and plant hormone signal transduction (75). For PaPsHp-specific DEGs (249), only a few transcripts were associated with phenylpropanoid biosynthesis (7) and flavonoid biosynthesis (3). In terms of co-expression transcripts and common transcripts (Figure S3 available as Supplementary data at Tree Physiology Online), phenylpropanoid biosynthesis, linoleic acid metabolism and flavonoid biosynthesis were documented in host response to endophyte inoculation, pathogen infection and coinfection.

Phenylpropanoid biosynthesis pathway

Among the enriched KEGG pathways, the pathways of phenylpropanoid biosynthesis were highly enriched in response to individual infections and coinfection. These findings suggest that genes involved in phenylpropanoid pathway played critical roles in host response to the fungal infection (Figure 6 and Figure S4 available as Supplementary data at Tree Physiology Online). The identified phenylpropanoid-related genes were those encoding phenylalanine ammonia lyase (PAL), cinnamic acid 4-hydroxylase (C4H), cinnamoyl-CoA reductase (CCR), hydroxycinnamoyl CoA shikimate/quinate hydroxycinnamoyltransferase (HCT), cinnamyl alcohol dehydrogenase (CAD), ferulate 5-hydroxylase (F5H), caffeic acid/5-hydroxyferulic acid O-methyltransferase (COMT), caffeoyl CoA 3-O-methyltransferase (CCoAOMT), peroxidase (POX) and sinapate:UDP-glucose glucosyltransferase (SGT). Genes uniquely upregulated by pathogen infection were those encoding C4H, CCoAOMT, F5H, and a part of POX involved in lignin biosynthesis. Genes exclusively upregulated by endophyte inoculation were those encoding PAL, CCR and another part of POX. The expression pattern of these phenylpropanoid-related genes showed that the expression trends of phenylpropanoid-related genes differed from P. sphaeroides inoculation, H. parviporum infection and coinfection (Figure 6).

Scheme of phenylpropanoid biosynthesis pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. The expression level was measure by log2(fold change). Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.
Figure 6.

Scheme of phenylpropanoid biosynthesis pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. The expression level was measure by log2(fold change). Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.

Flavonoid biosynthesis pathway

The expression of genes encoding enzymes involved in the production of several metabolites within flavonoid biosynthesis pathway, such as monomeric flavan-3-ols and the PAs, was mostly downregulated in H. parviporum-infected seedlings (PaHp), P. sphaeroides-inoculated (PaPs) and coinfected plants (PaPsHp) (Figure 7 and Figure S5 available as Supplementary data at Tree Physiology Online). Two genes encoding putative chalcone synthase (CHS), which are the first steps in the flavonoid biosynthesis, were found to be downregulated in the infected seedlings. However, one putative chalcone isomerase (CHI) for the formation of flavanone from chalcone was upregulated, particularly in PaPs and PaPsHp. Additionally, one gene encoding flavanone-3-hydroxylase (F3H) was also downregulated. General downregulation of three genes encoding anthocyanidin synthase (ANS) for the formation of anthocyanidin from leucoanthocyanidin, and five genes encoding leucoanthocyanidin reductase (LAR), a branching enzyme involved in the biosynthesis of 2,3-trans-(+)-flavan-3-ols, was equally observed.

Scheme of flavonoid biosynthesis pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. The expression level was measure by log2(fold change). Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.
Figure 7.

Scheme of flavonoid biosynthesis pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. The expression level was measure by log2(fold change). Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.

A mixed pattern of differential expression occurred for the remaining genes, including those encoding flavonoid 3′5′-hydroxylase (F3′5′H), dihydroflavonol reductase (DFR) and anthocyanidin reductase (ANR). Two genes were assigned to encode F3′5′H with one upregulated in all infected seedlings and another induced in PaHp but reduced in PaPsHp. The expression of four genes encoding putative DFR, which catalyzes the reduction of the 4-keto group of dihydroflavonol to the corresponding leucoanthocyanidin, varied in the different treatments. Two genes were downregulated in PaPsHp, one of which was also downregulated in PaPs. One gene was significantly upregulated in PaHp, and another was induced by individual infections. Induction of one gene encoding ANR was observed during fungal infection, with a higher expression level in PaHp. However, another gene encoding ANR was downregulated during fungal infection (Figure 7 and Figure S5 available as Supplementary data at Tree Physiology Online).

Plant hormone signal transduction

Jasmonic acid and related compounds are key plant hormones regulating defense response against microbial pathogens (Ruan et al. 2019). Jasmonic acids are synthesized from α-linolenic acid, which is converted by lipoxygenases (LOX). In our study, all of the predicted LOX-coding genes were significantly induced in PaPs. The subsequent process for the JAs formation needs allene oxide synthase (AOS), allene oxide cyclase (AOC), OPDA reductase (OPDAR) and OPCL. One gene encoding AOS was significantly downregulated, whereas another was significantly upregulated in PaPs. Five out of six predicted genes encoding OPDAR were significantly induced, and one OPCL-coding gene was significantly repressed in PaPs. JAZ, generally regarded as a repressor in the JA signaling pathway and was targeted by COI1 for degradation to relieve the downstream gene expression (Ruan et al. 2019). Two COI1-coding genes were significantly downregulated and all of the predicted JAZ-coding genes were upregulated in PaPs. MYC2-coding genes transcription factors bind with JAZ repressors and could be activated by the degradation of JAZ. In PaPs, three MYC2 genes were significantly upregulated (Figure 8).

Scheme of JA biosynthesis and signaling pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P values <0.05 are labeled with an asterisk.
Figure 8.

Scheme of JA biosynthesis and signaling pathway and the expression level of DEGs in seedlings with pathogen infection (PaHp), endophyte inoculation (PaPs) and coinfection (PaPsHp) relative to non-inoculated seedlings control. Fold change is the average ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P values <0.05 are labeled with an asterisk.

Genes related to auxin (AUX), ethylene (ET), cytokinin (CK), gibberellin (GA), abscisic acid (ABA) and brassinosteroid signaling pathway were differentially expressed in PaPs. In the AUX signaling pathway, several auxin-responsive genes encoding AUX/IAA and GH3 were significantly upregulated in PaPs. A total of 18 genes were related to auxin-responsive protein SAUR21-like (SAUR), with six genes upregulated and twelve genes downregulated. An upregulation of one gene related to ERF in the ET signaling pathway was observed. In the CK signaling pathway, two genes related to the two-component response regulator ARR-A family (A-ARR) were significantly induced and one A-ARR gene was reduced. In the GA signaling pathway, one gene associated with DELLA proteins, which function as growth suppressors, was weakly downregulated. Two out of three predicted F-box protein GID2 were upregulated in PaPs, whereas the rest GID2-coding genes were downregulated. A total of five genes involved in the ABA catabolism showed increased transcript levels, including abscisic acid receptor PYR/PYL family (PYR/PYL) and serine/threonine-protein kinase (SRK2), except for PYR/PYL gene, which was downregulated. In the brassinosteroid signaling pathway, a total of eight genes encoding xyloglucan: xyloglucosyl transferase TCH4 (TCH4) were significantly induced in PaPs (Figure 9).

Heatmap of the expression level of genes related to plant hormone signal transduction. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.
Figure 9.

Heatmap of the expression level of genes related to plant hormone signal transduction. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.

Plant hormones mediate plant defense responses, which are also interconnected with sequential phosphorylation of plant MAPKs (Cristina et al. 2010). Genes related to MAPKs were specifically upregulated by endophyte inoculation (Figure 10). 1-aminocyclopropane-1-carboxylate synthase 6 (ACS6), the rate-limiting enzyme of ethylene biosynthesis, is the substrate of MPK3/6, which is activated by the active form MKK4/5 (Cristina et al. 2010, Liu and Zhang 2004). An MKK4/5-coding gene was slightly upregulated and two ACS6-coding genes were strongly induced. Four DEGs involved in P-type Cu + transporter (RAN1) and are essential for ethylene signaling were slightly upregulated. A total of 12 DEGs mainly putative MAP3K17/18, were found to be upregulated in PaPs (Figure 10).

Heatmap of the expression level of genes related to MAPK signaling pathway. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.
Figure 10.

Heatmap of the expression level of genes related to MAPK signaling pathway. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.

Calcium-mediated signaling

Calcium (Ca2+) signaling plays a fundamental role in growth, development and stress responses in plants (Valmonte et al. 2014). Calmodulins or calmodulin-like proteins (CaM/CML), calcium-dependent protein kinases (CDPK) are two key Ca2+ sensors, which were differentially expressed in PaPs. A total of 22 genes encode putative CaM/CML proteins and all of them were expressed in PaPs. Two CDPK-coding genes were induced, whereas three CDPK-coding genes were reduced in PaPs. Respiratory burst oxidases (Rboh) encode the plant NADPH oxidases, which respond to various stress by an accumulation of Reactive oxygen species (ROS) (Wang et al. 2018). Two Rboh genes were significantly upregulated in PaPs. A total of 21 disease resistance proteins RPS2 were found in PaPs, of which 18 genes were upregulated and 3 of the genes downregulated. Seven disease-resistance proteins RPM1 were induced in PaPs. One WRKY12-coding gene was significantly upregulated in PaPs (Figure 11).

Heatmap of the expression level of genes related to Ca2+ signaling pathway. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.
Figure 11.

Heatmap of the expression level of genes related to Ca2+ signaling pathway. The expression level was measured by log2(fold change). Fold change is the ratio of FPKM of genes of infected seedlings (PaPs, PaHp, PaPsHp) to FPKM of genes of non-inoculated seedlings control. FDR adjusted P-values <0.05 are labeled with an asterisk.

Discussion

Phialocephala sphaeroides has been found mostly in very acid forest soil, for the first time in Canada, later in Finland and never in central Europe. In this study, P. sphaeroides caused a marked increase in the primary root length of Norway spruce seedlings. Plant growth-promoting DSEs are likely to facilitate nutrient uptake (Jumpponen et al. 1998, Mandyam and Jumpponen 2005, Usuki and Narisawa 2007), mineralizing organic nitrogen and phosphorus in inorganic forms for easy utilization by plants (Della Monica et al. 2015, Surono Narisawa 2017). Dark septate endophyte inoculation is able to change the root architecture of the host plants and promote root growth to absorb nutrients and water in soil (Li et al. 2019). The modulation of root architecture involves auxin pathways which are related to cell division, cell enlargement and defense response (Egamberdieva et al. 2017, Sukumar et al. 2013). Some DSE fungi including Phialocephala genus could produce auxin (Berthelot et al. 2016). The genome of P. subalpina and P. scopiformis, the closely related species of P. sphaeroides, showed that they contain numerous genes encoding phosphatases, and several genes encoding auxin-resistance proteins and auxin efflux carriers (Schlegel et al. 2016, Walker et al. 2016), which might be related to the plant growth promotion. Additionally, some conifer endophytes are mutualistic symbionts, due in part to antagonism toward plant pathogens and insects. Although P. sphaeroides was expected to inhibit the growth of H. parviporum (Terhonen et al. 2016), the strain used in this study probably lost the antagonistic ability as shown in the dual culture assay as previously reported (Wen et al. 2019). Some P. subalpina isolates effectively reduced mortality and disease intensity caused by root pathogens (Tellenbach and Sieber 2012). Sclerin and sclerotinin A produced by the root endophyte Phialocephala europaea were found to be toxic to the root dieback pathogen Phytophthora plurivora (Tellenbach et al. 2013). Conifer foliar endophytes also produce antifungal or anti-insect compounds, such as griseofulvin by Xylaria sp., pyrenophorol by Lophodermium sp., vermiculine by Phialocephala sp. and rugulosin by P. scopiformis (Frasz et al. 2014, McMullin et al. 2018, Richardson et al. 2014). Rugulosin has been reported to effectively reduce the growth of spruce budworm larvae (Miller et al. 2002, 2008). It is likely that the colonization level of P. sphaeroides as documented by RNA-seq data was not significantly affected by the presence of the pathogen. On the other hand, the colonization level of the pathogen as also shown by RNA-seq data was significantly limited by the presence of the root endophyte. This limitation could probably be a result of secondary metabolites produced by the root endophyte in vivo.

RNA-seq analysis of infected seedlings and control seedlings showed that the number of DEGs was highest in P. sphaeroides-inoculated seedlings. This suggested a major positive influence on host transcriptional regulation by the endophyte. By contrast, the number of DEGs was reduced in coinfection. The result probably indicates that the subsequent pathogen (H. parviporum) infection triggered Norway spruce reprogramming of host metabolisms in dual inoculation with the fungal root endophyte (P. sphaeroides) without negative impact on the plant health. The specific or common transcriptome indicated a specific or general spruce response to endophyte inoculation, pathogen infection or coinfection, with genes mainly enriched in phenylpropanoid and flavonoid biosynthesis, JA biosynthesis, MAPK signaling pathway, plant hormone signal transduction and plant–microbe interaction.

The phenylpropanoid biosynthesis pathway was generally activated during fungal infection, but the gene expression patterns varied between treatments. Heterobasidion infection-induced genes Which are involved in the phenylpropanoid pathway, corresponding to the accumulation of phenolics and cell wall thickening as a result of lignification (Adomas et al. 2007, Oliva et al. 2015). Other authors have reported high levels of piceasides and flavonoids in the less susceptible genotype of Norway spruce in response to Heterobasidion infection (Danielsson et al. 2011). Four genes involved in the phenylpropanoid and flavonoid pathways (HCT, 4CL, MYB, LAR) influenced resistance traits against H. parviporum in P. abies (Lind et al. 2014). Genes related to PAL and POX showed a spatial and temporal expression pattern in response to Heterobasidion infection (Deflorio et al. 2011, Likar and Regvar 2008). Four PAL-coding genes were found to be significantly induced after the DSE inoculation alone, whereas their expression levels in the coinfected seedlings were not significant but comparable to the observations with the pathogen. These results suggested that the subsequent infection with H. parviporum was able to influence the phenylpropanoid metabolism modulated by P. sphaeroides. Heterobasidion infection was also reported to affect ectomycorrhizal symbiosis process (Zampieri et al. 2017). Class III peroxidases exist as a multigene family in Arabidopsis (Tognolli et al. 2002), and a variety of them also contributed to lignin polymerization in Norway spruce (Koutaniemi et al. 2007, Warinowski et al. 2016). An overlapping set of POX-coding genes was expressed during fungal infection, whereas a set of POX-coding genes was specifically upregulated by the pathogen or by the endophyte.

Some key genes in flavonoid biosynthesis were found to be downregulated. LAR and flavonoid 3′,5′-hydroxylase (F3′5′H) played important roles in accumulation of catechin and gallocatechin in Norway spruce (Hammerbacher et al. 2014, 2018). PaLAR3-coding has been reported to influence the resistance of Picea abies against H. parviporum (Nemesio-Gorriz et al. 2016). However, LAR, as well as certain other important host defense genes (CHS, F3H, ANS), showed decreased transcript levels in fungal inoculated roots in this study. The downregulation of genes in the flavonoid biosynthesis was also found in blueberry inoculated with a plant growth-promoting DSE (Wu et al. 2020). The fungal endophyte Epichloë festucae increased ryegrass resistance to fungal pathogens, whereas it also reduced plant growth. The authors found that the host phenylpropanoid and flavonoid biosynthetic pathways were activated at a cost to primary metabolism and photosynthesis (Dupont et al. 2015). The upregulation of genes involved in lignin biosynthesis and the general downregulation of genes in flavonoid biosynthesis might indicate the increase in the flux of phenylalanine into lignin biosynthesis and decrease into flavan-3-ols and proanthocyanidins during fungal infection.

Plant growth promotion is regulated by the modulation of hormone levels. Some endophytic fungi and bacteria that promote plant growth cause upregulation of genes involved in auxin biosynthesis and metabolism, ethylene synthesis, gibberellin biosynthesis and cytokinin metabolism (Galambos et al. 2020, Ortiz et al. 2019). The endophyte P. sphaeroides modulated hormone signal transduction in Norway spruce seedlings, which partly contributed to the promotion of root growth. Multiple genes involved in JA biosynthesis and signaling pathways were also upregulated by P. sphaeroides alone. The JA-dependent signaling pathway was probably activated by the fungal endophyte in Norway spruce. Mitogen-activated protein kinase signaling and calcium (Ca2+) signaling play critical roles in transcriptional reprogramming (Tsuda and Somssich 2015). Mitogen-activated protein kinase (MAPK) cascades phosphorylate substrates including transcription factors to regulate downstream of gene expression (Meng and Zhang 2013, Zhu et al. 2016). MAP3K17 and MAP3K18 were likely regulated by ABA via ABA core signaling module composed of PYR/PYL receptors and SnRK2 (Danquah et al. 2015). Abscisic acid core signaling modules (PYR/PYL, SnRK2) and numerous MAP3K17/18 genes were induced by the endophyte inoculation alone. This might indicate that MAPK signaling is involved in ABA signal transduction in Norway spruce upon P. sphaeroides inoculation. CaM/CML and CDPKs perceive the fluctuations of cytosolic Ca2+ upon stress response, which regulates protein phosphorylation and transcriptional controls in plants (Poovaiah et al. 2013). CDPK has been proposed to phosphorylate NADPH oxidase Rboh and monitor the homeostasis of reactive oxygen species (Kobayashi et al. 2007). The upregulation of genes encoding CDPK, CaM/CML and Rboh might suggest alteration of reactive oxygen species in Norway spruce in response to P. sphaeroides inoculation. Jasmonic acid biosynthesis, plant hormone transduction pathway, MAP kinase cascade pathway and Ca2+ signaling were specifically activated by P. sphaeroides inoculation alone, which might collectively contribute to the promotion of seedling root growth. The subsequent H. parviporum infection triggered Norway spruce reprogramming of its metabolism, surprisingly without notable adverse effect on root growth.

Conclusions

The DSE P. sphaeroides was able to promote root growth of Norway spruce seedlings. Transcriptome changes in P. sphaeroides-inoculated, H. parviporum-infected and coinfected seedlings of Norway spruce resulted in general metabolic responses particularly in genes involved in phenylpropanoid and flavonoid biosynthesis. The DSE inoculation alone activated specific transcriptional responses on genes responsible for JA biosynthesis, plant hormone transduction, MAPK signaling and Ca2+ signaling, potentially contributing to the promotion of root growth. The coinfection suppressed the induction of numerous genes without a negative impact on the growth of spruce seedlings. We concluded that the subsequent pathogen H. parviporum infection triggered reprogramming of host metabolism in dual inoculation with the fungal root endophyte P. sphaeroides. Conversely, the endophyte counteracted the adverse negative effects of the pathogen on the plant growth. It is most likely that the fungal endophyte might have a potential protective function for roots of young seedlings in forest nurseries before out-planting. Such protective function merits further investigation.

Data and materials availability

The datasets generated and analyzed during this study are available in the NCBI SRA database (https://www.ncbi.nlm.nih.gov/sra/) under the accession number SRX11066039-SRX11066050. BioProject PRJNA734471 (https://www.ncbi.nlm.nih.gov/sra/?term=PRJNA734471) as well as its additional files (https://www.ncbi.nlm.nih.gov/Traces/study/?acc=PRJNA734471).

Acknowledgments

We are grateful for the financial support provided by Ministry of Agriculture and Forestry (grant no. 4400 T-2002). This study was also supported by the Chinese Scholarship Council doctoral stipendium, and Alfred Kordelin Foundation (grant no. 200382).

Conflict of interest

None declared.

Authors’ contributions

F.O.A. and Z.W. designed the study. Z.W. performed the experiments, analyzed the data and wrote the manuscript. E.T. isolated the dark septate endophyte. F.O.A. and E.T. conceived the study. F.O.A contributed to drafting the manuscript. All authors edited and revised the manuscript.

References

Adomas
A
,
Heller
G
,
Li
G
et al. (
2007
)
Transcript profiling of a conifer pathosystem: response of Pinus sylvestris root tissues to pathogen (Heterobasidion annosum) invasion
.
Tree Physiol
27
:
1441
1458
.

Alberton
O
,
Kuyper
TW
,
Summerbell
RC
(
2010
)
Dark septate root endophytic fungi increase growth of Scots pine seedlings under elevated CO2 through enhanced nitrogen use efficiency
.
Plant Soil
328
:
459
470
.

Arnerup
J
,
Nemesio-Gorriz
M
,
Lundén
K
,
Asiegbu
FO
,
Stenlid
J
,
Elfstrand
M
(
2013
)
The primary module in Norway spruce defence signalling against H. annosum s.l. seems to be jasmonate-mediated signalling without antagonism of salicylate-mediated signalling
.
Planta
237
:
1037
1045
.

Asiegbu
FO
,
Adomas
A
,
Stenlid
J
(
2005
)
Conifer root and butt rot caused by Heterobasidion annosum (Fr.) Bref. S.l.
Mol Plant Pathol
6
:
395
409
.

Berthelot
C
,
Leyval
C
,
Foulon
J
,
Chalot
M
,
Blaudez
D
(
2016
)
Plant growth promotion, metabolite production and metal tolerance of dark septate endophytes isolated from metal-polluted poplar phytomanagement sites
.
FEMS Microbiol Ecol
92
:
1
14
.

Chang
S
,
Puryear
J
,
Cairney
J
(
1993
)
A simple and efficient method for isolating RNA from pine trees
.
Plant Mol Biol Rep
11
:
113
116
.

Cristina
M
,
Petersen
M
,
Mundy
J
(
2010
)
Mitogen-activated protein kinase signaling in plants
.
Annu Rev Plant Biol
61
:
621
649
.

Danielsson
M
,
Lundén
K
,
Elfstrand
M
, et al. (
2011
)
Chemical and transcriptional responses of Norway spruce genotypes with different susceptibility to Heterobasidion spp
.
Infection BMC Plant Biol
11
:
154
.

Danquah
A
,
de Zélicourt
A
,
Boudsocq
M
et al. (
2015
)
Identification and characterization of an ABA-activated MAP kinase cascade in Arabidopsis thaliana
.
Plant J
82
:
232
244
.

Deflorio
G
,
Horgan
G
,
Woodward
S
,
Fossdal
CG
(
2011
)
Gene expression profiles, phenolics and lignin of Sitka spruce bark and sapwood before and after wounding and inoculation with Heterobasidion annosum
.
Physiol Mol Plant Pathol
75
:
180
187
.

Della Monica
IF
,
Saparrat
MCN
,
Godeas
AM
,
Scervino
JM
(
2015
)
The co-existence between DSE and AMF symbionts affects plant P pools through P mineralization and solubilization processes
.
Fungal Ecol
17
:
10
17
.

Dupont
PY
,
Eaton
CJ
,
Wargent
JJ
,
Fechtner
S
,
Solomon
P
,
Schmid
J
,
Day
RC
,
Scott
B
,
Cox
MP
(
2015
)
Fungal endophyte infection of ryegrass reprograms host metabolism and alters development
.
New Phytol
208
:
1227
1240
.

Egamberdieva
D
,
Wirth
SJ
,
Alqarawi
AA
,
Abd Allah
EF
,
Hashem
A
(
2017
)
Phytohormones and beneficial microbes: essential components for plants to balance stress and fitness
.
Front Microbiol
8
:
2104
.

Fernando
AA
,
Currah
RS
(
1996
)
A comparative study of the effects of the root endophytes Leptodontidium orchidicola and Phialocephala fortinii (fungi Imperfecti) on the growth of some subalpine plants in culture
.
Can J Bot
74
:
1071
1078
.

Frasz
SL
,
Walker
AK
,
Nsiama
TK
,
Adams
GW
,
Miller
JD
(
2014
)
Distribution of the foliar fungal endophyte Phialocephala scopiformis and its toxin in the crown of a mature white spruce tree as revealed by chemical and qPCR analyses
.
Can J For Res
44
:
1138
1143
.

Galambos
N
,
Compant
S
,
Moretto
M
,
Sicher
C
,
Puopolo
G
,
Wäckers
F
,
Sessitsch
A
,
Pertot
I
,
Perazzolli
M
(
2020
)
Humic acid enhances the growth of tomato promoted by endophytic bacterial strains through the activation of hormone-, growth-, and transcription-related processes
.
Front Plant Sci
11
:
582267
.

Garbelotto
M
,
Gonthier
P
(
2013
)
Biology, epidemiology, and control of Heterobasidion species worldwide
.
Annu Rev Phytopathol
51
:
39
59
.

Glazebrook
J
(
2005
)
Contrasting mechanisms of defense against biotrophic and necrotrophic pathogens
.
Annu Rev Phytopathol
43
:
205
227
.

Grünig
CR
,
Sieber
TN
,
Rogers
SO
,
Holdenrieder
O
(
2002
)
Spatial distribution of dark septate endophytes in a confined forest plot
.
Mycol Res
106
:
832
840
.

Grünig
CR
,
McDonald
BA
,
Sieber
TN
,
Rogers
SO
,
Holdenrieder
O
(
2004
)
Evidence for subdivision of the root-endophyte Phialocephala fortinii into cryptic species and recombination within species
.
Fungal Genet Biol
41
:
676
687
.

Grünig
CR
,
Duò
A
,
Sieber
TN
(
2006
)
Population genetic analysis of Phialocephala fortinii s.l. and Acephala applanata in two undisturbed forests in Switzerland and evidence for new cryptic species
.
Fungal Genet Biol
43
:
410
421
.

Grünig
CR
,
Queloz
VQ
,
Sieber
TNSN
,
Holdenrieder
OH
(
2008
)
Dark septate endophytes (DSE) of the Phialocephala fortinii s.l. – Acephala applanata species complex in tree roots: classification, population biology, and ecology
.
Botany
86
:
1355
1369
.

Grünig
CR
,
Queloz
V
,
Sieber
TN
(
2011
) Structure of diversity in dark septate endophytes: from species to genes. In:
Pirttilä
AM
,
Frank
AC
(eds)
Endophytes of forest trees: Biology and applications
.
Springer
,
Dordrecht, The Netherlands
, pp
3
30
.

Hammerbacher
A
,
Paetz
C
,
Wright
LP
,
Fischer
TC
,
Bohlmann
J
,
Davis
AJ
,
Fenning
TM
,
Gershenzon
J
,
Schmidt
A
(
2014
)
Flavan-3-ols in Norway spruce: biosynthesis, accumulation, and function in response to attack by the bark beetle-associated fungus Ceratocystis polonica
.
Plant Physiol
164
:
2107
2122
.

Hammerbacher
A
,
Raguschke
B
,
Wright
LP
,
Gershenzon
J
(
2018
)
Gallocatechin biosynthesis via a flavonoid 3,5-hydroxylase is a defense response in Norway spruce against infection by the bark beetle-associated sap-staining fungus Endoconidiophora polonica
.
Phytochemistry
148
:
78
86
.

Jumpponen
A
(
2001
)
Dark septate endophytes—Are they mycorrhizal?
Mycorrhiza
11
:
207
211
.

Jumpponen
A
,
Trappe
JM
(
1998
)
Dark septate endophytes: a review of facultative biotrophic root-colonizing fungi
.
New Phytol
140
:
295
310
.

Jumpponen
A
,
Mattson
KG
,
Trappe
JM
(
1998
)
Mycorrhizal functioning of Phialocephala fortinii with Pinus contorta on glacier forefront soil: interactions with soil nitrogen and organic matter
.
Mycorrhiza
7
:
261
265
.

Kobayashi
M
,
Ohura
I
,
Kawakita
K
,
Yokota
N
,
Fujiwara
M
,
Shimamoto
K
,
Doke
N
,
Yoshioka
H
(
2007
)
Calcium-dependent protein kinases regulate the production of reactive oxygen species by potato NADPH oxidase
.
Plant Cell
19
:
1065
1080
.

Koutaniemi
S
,
Warinowski
T
,
Kärkönen
A
et al. (
2007
)
Expression profiling of the lignin biosynthetic pathway in Norway spruce using EST sequencing and real-time RT-PCR
.
Plant Mol Biol
65
:
311
328
.

Li
X
,
He
C
,
He
X
,
Su
F
,
Hou
L
,
Ren
Y
,
Hou
Y
(
2019
)
Dark septate endophytes improve the growth of host and non-host plants under drought stress through altered root development
.
Plant Soil
439
:
259
272
.

Likar
M
,
Regvar
M
(
2008
)
Early defence reactions in Norway spruce seedlings inoculated with the mycorrhizal fungus Pisolithus tinctorius (Persoon) Coker and couch and the pathogen Heterobasidion annosum (Fr.) Bref
.
Trees
22
:
861
868
.

Lind
M
,
Källman
T
,
Chen
J
et al. (
2014
)
A Picea abies linkage map based on SNP markers identifies QTLs for four aspects of resistance to Heterobasidion parviporum infection
.
PLoS One
9
:
e101049
.

Liu
Y
,
Zhang
S
(
2004
)
Phosphorylation of 1-aminocyclopropane-1-carboxylic acid synthase by MPK6, a stress-responsive mitogen-activated protein kinase, induces ethylene biosynthesis in Arabidopsis
.
Plant Cell
16
:
3386
3399
.

Mandyam
K
,
Jumpponen
A
(
2005
)
Seeking the elusive function of the root-colonising dark septate endophytic fungi
.
Stud Mycol
53
:
173
189
.

McMullin
DR
,
Nguyen
HDT
,
Daly
GJ
,
Menard
BS
,
Miller
JD
(
2018
)
Detection of foliar endophytes and their metabolites in Picea and Pinus seedling needles
.
Fungal Ecol
31
:
1
8
.

Meng
X
,
Zhang
S
(
2013
)
MAPK cascades in plant disease resistance signaling
.
Annu Rev Phytopathol
51
:
245
266
.

Miller
JD
,
Mackenzie
S
,
Foto
M
,
Adams
GW
,
Findlay
JA
(
2002
)
Needles of white spruce inoculated with rugulosin-producing endophytes contain rugulosin reducing spruce budworm growth rate
.
Mycol Res
106
:
471
479
.

Miller
JD
,
Sumarah
MW
,
Adams
GW
(
2008
)
Effect of a rugulosin-producing endophyte in Picea glauca on Choristoneura fumiferana
.
J Chem Ecol
34
:
362
368
.

Nemesio-Gorriz
M
,
Hammerbacher
A
,
Ihrmark
K
,
Källman
T
,
Olson
Å
,
Lascoux
M
,
Stenlid
J
,
Gershenzon
J
,
Elfstrand
M
(
2016
)
Different alleles of a gene encoding leucoanthocyanidin reductase (PaLAR3) influence resistance against the fungus Heterobasidion parviporum in Picea abies
.
Plant Physiol
171
:
2671
2681
.

Nystedt
B
,
Street
NR
,
Wetterbom
A
et al. (
2013
)
The Norway spruce genome sequence and conifer genome evolution
.
Nature
497
:
579
584
.

Oliva
J
,
Rommel
S
,
Fossdal
CG
,
Hietala
AM
,
Nemesio-Gorriz
M
,
Solheim
H
,
Elfstrand
M
(
2015
)
Transcriptional responses of Norway spruce (Picea abies) inner sapwood against Heterobasidion parviporum
.
Tree Physiol
35
:
1007
1015
.

Ortiz
J
,
Soto
J
,
Fuentes
A
,
Herrera
H
,
Meneses
C
,
Arriagada
C
(
2019
)
The endophytic fungus Chaetomium cupreum regulates expression of genes involved in the tolerance to metals and plant growth promotion in Eucalyptus globulus roots
.
Microorganisms
7
:
490
.

Pieterse
CMJ
,
Van der Does
D
,
Zamioudis
C
,
Leon-Reyes
A
,
Van Wees
SCM
(
2012
)
Hormonal modulation of plant immunity
.
Annu Rev Cell Dev Biol
28
:
489
521
.

Poovaiah
BW
,
Du
L
,
Wang
H
,
Yang
T
(
2013
)
Recent advances in calcium/calmodulin-mediated signaling with an emphasis on plant-microbe ínteractions
.
Plant Physiol
163
:
531
542
.

Reininger
V
,
Grünig
CR
,
Sieber
TN
(
2012
)
Host species and strain combination determine growth reduction of spruce and birch seedlings colonized by root-associated dark septate endophytes
.
Environ Microbiol
14
:
1064
1076
.

Richardson
SN
,
Walker
AK
,
Nsiama
TK
,
McFarlane
J
,
Sumarah
MW
,
Ibrahim
A
,
Miller
JD
(
2014
)
Griseofulvin-producing Xylaria endophytes of Pinus strobus and Vaccinium angustifolium: evidence for a conifer-understory species endophyte ecology
.
Fungal Ecol
11
:
107
113
.

Ruan
J
,
Zhou
Y
,
Zhou
M
,
Yan
J
,
Khurshid
M
,
Weng
W
,
Cheng
J
,
Zhang
K
(
2019
)
Jasmonic acid signaling pathway in plants
.
Int J Mol Sci
20
:
2479
.

Saito
K
,
Yonekura-Sakakibara
K
,
Nakabayashi
R
,
Higashi
Y
,
Yamazaki
M
,
Tohge
T
,
Fernie
AR
(
2013
)
The flavonoid biosynthetic pathway in Arabidopsis: structural and genetic diversity
.
Plant Physiol Biochem
72
:
21
34
.

Schlegel
M
,
Münsterkötter
M
,
Güldener
U
, et al. (
2016
)
Globally distributed root endophyte Phialocephala subalpina links pathogenic and saprophytic lifestyles
.
BMC Genomics
17
:
1015
.

Stenström
E
,
Ndobe
NE
,
Jonsson
M
,
Stenlid
J
,
Menkis
A
(
2014
)
Root-associated fungi of healthy-looking Pinus sylvestris and Picea abies seedlings in Swedish forest nurseries
.
Scand J For Res
29
:
12
21
.

Sukumar
P
,
Legué
V
,
Vayssières
A
,
Martin
F
,
Tuskan
GA
,
Kalluri
UC
(
2013
)
Involvement of auxin pathways in modulating root architecture during beneficial plant–microorganism interactions
.
Plant Cell Environ
36
:
909
919
.

Surono Narisawa
K
(
2017
)
The dark septate endophytic fungus Phialocephala fortinii is a potential decomposer of soil organic compounds and a promoter of Asparagus officinalis growth
.
Fungal Ecol
28
:
1
10
.

Tellenbach
C
,
Sieber
TN
(
2012
)
Do colonization by dark septate endophytes and elevated temperature affect pathogenicity of oomycetes?
FEMS Microbiol Ecol
82
:
157
168
.

Tellenbach
C
,
Grünig
CR
,
Sieber
TN
(
2011
)
Negative effects on survival and performance of Norway spruce seedlings colonized by dark septate root endophytes are primarily isolate-dependent
.
Environ Microbiol
13
:
2508
2517
.

Tellenbach
C
,
Sumarah
MW
,
Grünig
CR
,
Miller
JD
(
2013
)
Inhibition of Phytophthora species by secondary metabolites produced by the dark septate endophyte Phialocephala europaea
.
Fungal Ecol
6
:
12
18
.

Terhonen
E
,
Keriö
S
,
Sun
H
,
Asiegbu
FO
(
2014
)
Endophytic fungi of Norway spruce roots in boreal pristine mire, drained peatland and mineral soil and their inhibitory effect on Heterobasidion parviporum in vitro
.
Fungal Ecol
9
:
17
26
.

Terhonen
E
,
Sipari
N
,
Asiegbu
FO
(
2016
)
Inhibition of phytopathogens by fungal root endophytes of Norway spruce
.
Biol Control
99
:
53
63
.

Tognolli
M
,
Penel
C
,
Greppin
H
,
Simon
P
(
2002
)
Analysis and expression of the class III peroxidase large gene family in Arabidopsis thaliana
.
Gene
288
:
129
138
.

Tsuda
K
,
Somssich
IE
(
2015
)
Transcriptional networks in plant immunity
.
New Phytol
206
:
932
947
.

Usuki
F
,
Narisawa
K
(
2007
)
A mutualistic symbiosis between a dark septate endophytic fungus, Heteroconium chaetospira, and a nonmycorrhizal plant, Chinese cabbage
.
Mycologia
99
:
175
184
.

Valmonte
GR
,
Arthur
K
,
Higgins
CM
,
MacDiarmid
RM
(
2014
)
Calcium-dependent protein kinases in plants: evolution, expression and function
.
Plant Cell Physiol
55
:
551
569
.

Venäläinen
A
,
Lehtonen
I
,
Laapas
M
,
Ruosteenoja
K
,
Tikkanen
OP
,
Viiri
H
,
Ikonen
VP
,
Peltola
H
(
2020
)
Climate change induces multiple risks to boreal forests and forestry in Finland: a literature review
.
Glob Chang Biol
26
:
4178
4196
.

Walker
AK
,
Frasz
SL
,
Seifert
KA
et al. (
2016
)
Full genome of Phialocephala scopiformis DAOMC 229536, a fungal endophyte of spruce producing the potent anti-insectan compound rugulosin
.
Genome Announc
4
:
e01768
e01715
.

Wang
W
,
Chen
D
,
Zhang
X
,
Liu
D
,
Cheng
Y
,
Shen
F
(
2018
)
Role of plant respiratory burst oxidase homologs in stress responses
.
Free Radic Res
52
:
826
839
.

Warinowski
T
,
Koutaniemi
S
,
Kärkönen
A
,
Sundberg
I
,
Toikka
M
,
Simola
LK
,
Kilpeläinen
I
,
Teeri
TH
(
2016
)
Peroxidases bound to the growing lignin polymer produce natural like extracellular lignin in a cell culture of Norway spruce
.
Front Plant Sci
7
:
1523
.

Wen
Z
,
Zeng
Z
,
Ren
F
,
Asiegbu
FO
(
2019
)
The conifer root and stem rot pathogen (Heterobasidion parviporum): Effectome analysis and roles in interspecific fungal interactions
.
Microorganisms
7
:
658
.

Witzell
J
,
Martín
JA
(
2008
)
Phenolic metabolites in the resistance of northern forest trees to pathogens—past experiences and future prospects
.
Can J For Res
38
:
2711
2727
.

Wu
FL
,
Li
Y
,
Tian
W
, et al. (
2020
)
A novel dark septate fungal endophyte positively affected blueberry growth and changed the expression of plant genes involved in phytohormone and flavonoid biosynthesis
.
Tree Physiol
40
:
1080
1094
.

Wu
J
,
Mao
X
,
Cai
T
,
Luo
J
,
Wei
L
(
2006
)
KOBAS server: a web-based platform for automated annotation and pathway identification
.
Nucleic Acids Res
34
:
W720
W724
.

Xie
C
,
Mao
X
,
Huang
J
, et al. (
2011
)
KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseases
.
Nucleic Acids Res
39
:
W316
W322
.

Zampieri
E
,
Giordano
L
,
Lione
G
,
Vizzini
A
,
Sillo
F
,
Balestrini
R
,
Gonthier
P
(
2017
)
A nonnative and a native fungal plant pathogen similarly stimulate ectomycorrhizal development but are perceived differently by a fungal symbiont
.
New Phytol
213
:
1836
1849
.

Zeng Z, Sun H, Vainio EJ, Raffaello T, Kovalchuk A, Morin E, Duplessis S, Asiegbu FO (

2018
)
Intraspecific comparative genomics of isolates of the Norway spruce pathogen (Heterobasidion parviporum) and identification of its potential virulence factors
.
BMC Genom
19
:220.

Zhu
Y
,
Yan
J
,
Liu
W
et al. (
2016
)
Phosphorylation of a NAC transcription factor by a calcium/calmodulin-dependent protein kinase regulates abscisic acid-induced antioxidant defense in maize
.
Plant Physiol
171
:
1651
1664
.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.

Supplementary data