| Literature DB >> 25174959 |
Xiaolan Zhao, Jianxia Zhang, Chunli Chen, Jingze Yang, Haiyan Zhu, Min Liu, Fubing Lv1.
Abstract
BACKGROUND: The Orchidaceae is one of the largest families in the plant kingdom and orchid mycorrhizae (OM) are indispensable in the life cycle of all orchids under natural conditions. In spite of this, little is known concerning the mechanisms underlying orchid- mycorrhizal fungi interactions. Our previous work demonstrated that the non-mycorrhizal fungus Umbelopsis nana ZH3A-3 could improve the symbiotic effects of orchid mycorrhizal fungus Epulorhiza repens ML01 by co-cultivation with Cymbidium hybridum plantlets. Thus, we investigated the C. hybridum transcript profile associated with different beneficial fungi.Entities:
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Year: 2014 PMID: 25174959 PMCID: PMC4162972 DOI: 10.1186/1471-2164-15-747
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Effect of inoculation with isolate ML01and/or isolate ZH3A-3 on the growth parameters of plantlets at 45 dpi
| Treatment | PRG (%) | Leaf FW (g) | Root FW (g) | Increased FW (g) | Leave DW (g) | Total DW (g) | MD (%) |
|---|---|---|---|---|---|---|---|
| control | 22 | 0.76 ± 0.09b | 0.35 ± 0.13d | 0.34 ± 0.11d | 0.07 ± 0.01b | 0.09 ± 0.02c | 0 |
| ML01 | 53.3 | 1.19 ± 0.14a | 0.49 ± 0.20cd | 0.79 ± 0.17bc | 0.13 ± 0.04a | 0.17 ± 0.04ab | 46.5 |
| ZH3A-3 | 62.5 | 1.00 ± 0.12a | 0.71 ± 0.13ab | 0.84 ± 0.15ab | 0.12 ± 0.03a | 0.17 ± 0.04ab | 41.7 |
| ML01 + ZH3A-3 | 79.0 | 1.11 ± 0.12a | 0.89 ± 0.21a | 0.99 ± 0.14a | 0.14 ± 0.05a | 0.20 ± 0.07a | 50.0 |
All the data were mean of three biological replicates, ± standard deviation. (FW: fresh weight; DW: dry weight; MD (%): percentage of mycorrhizal dependency; PRG (%): the elongated root number/total root number × 100). Values followed by different lower-case letters within a column are significantly different at P < 0.05 according to DMRT.
Figure 1Microscopic structure of the symbionts formed by different - beneficial fungi interaction at 15 dpi. Mock-inoculated control (A) and inoculated with isolate ZH3A-3 (B), ML01 + ZH3A-3 (C) and ML01 (D). AH, aggregated hyphae of isolate ZH3A-3; Co, cortex cells; dH, degenerated hyphae; Ex, exodermis; Mh, fungal hyphae of isolate ML01; Pe, pelotons; Rh, root hair; Va, vascular cylinder; Ve, velamen cells. Bar, 50 μm
Summary of sequence assembly
| Software | Length distribution of unigene (nt) | N50 (bp) | Mean (bp) | All unigenes (nt) | Length of all unigenes (nt) | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| 100-300 | 300-500 | 500-1000 | 1000-1500 | 1500-2000 | > = 2000 | |||||
| Trinity | 1,603 | 3,401 | 4,624 | 2,927 | 1,811 | 2,432 | 1614 | 1127 | 16,798 | 18,923,761 |
| 9.55% | 20.24% | 27.53% | 17.42% | 10.78% | 14.48% | |||||
| SOAPdenovo | 87826 | 28,196 | 14,169 | 2,692 | 734 | 367 | 349 | 329 | 133,984 | 44,138,252 |
| 65.55% | 21.04% | 10.58% | 2.01% | 0.55% | 0.27% | |||||
| ABySS | No data | 11,303 | 8,406 | 1,550 | 405 | 152 | 593 | 585 | 21,816 | 12,784,421 |
| 51.80% | 38.50% | 7.10% | 1.86% | 0.70% | ||||||
Figure 2GO classification of unigenes.
Figure 3COG function classification of unigenes.
Figure 4Venn diagram of differentially expressed genes in the - beneficial fungi interaction. Mock-inoculated (CyEX20), ML01-treated (CyEX21), ZH3A-3-treated (CyEX22) or ML01 + ZH3A-3 -treated (CyEX23).
Figure 5Twenty regulatory patterns of all the DEGs expressed in different - beneficial fungi interactions based on K-means method.
Comparison of the expression profiles of 26 genes by RNA-seq and quantitative real-time RT-PCR
| Gene ID | Annotation | M/CK (log 2fold) | Z/CK (log 2fold) | MZ/CK (log 2fold) | |||
|---|---|---|---|---|---|---|---|
| RNA-seq | qRT-PCR | RNA-seq | qRT-PCR | RNA-seq | qRT-PCR | ||
| Unigene 1724_All | ethylene receptor homolog2 | 1.72 | 1.59 ± 0.24 | 1.19 | 0.73 ± 0.09 | 1.87 | 1.51 ± 0.05 |
| Unigene 1869_All | LysM domain receptor-like kinase 3-like | 4.26 | 4.29 ± 0.06 | 0.51 | 0.98 ± 0.19 | 3.97 | 3.85 ± 0.03 |
| Unigene 2625_All | calmodulin binding protein, putative | 1.19 | 0.95 ± 0.16 | 0.87 | 0.38 ± 0.15 | 1.30 | 0.64 ± 0.10 |
| Unigene 4130_All | sugar transporter ERD6-like 7-like | 1.74 | 1.70 ± 0.21 | 0.84 | 1.01 ± 0.05 | 2.03 | 1.63 ± 0.38 |
| Unigene 4239_All | boron transporter 2 | 0.96 | 0.58 ± 0.25 | -2.17 | -3.07 ± 0.06 | 0.61 | 0.27 ± 0.39 |
| Unigene 6086_All | inorganic phosphate transporter, putative | 3.01 | 2.81 ± 0.34 | 2.49 | 2.90 ± 0.26 | 3.40 | 3.06 ± 0.10 |
| Unigene 8895_All | Xyloglucan endotransglucosylase/hydrolase | 2.03 | 0.58 ± 0.66 | 2.55 | 1.74 ± 0.49 | 1.89 | -0.07 ± 0.38 |
| Unigene 10786_All | equilibrative nucleoside transporter | 3.95 | 4.71 ± 0.11 | -0.21 | 0.42 ± 0.08 | 3.94 | 4.41 ± 0.05 |
| Unigene 12197_All | ethylene-responsive element binding factor 4 | 2.33 | 1.83 ± 0.53 | 3.12 | 2.72 ± 0.39 | 3.37 | 2.74 ± 0.11 |
| Unigene 13078_All | glutathione peroxidase | 4.20 | 2.62 ± 0.15 | 1.67 | 1.04 ± 0.27 | 3.95 | 2.45 ± 0.06 |
| Unigene 13219_All | transmembrane copper transporter | -6.93 | -1.01 ± 0.03 | 8.05 | 8.15 ± 0.44 | 6.51 | 4.65 ± 0.06 |
| Unigene 13639_All | ATPase 7, plasma membrane-type-like | 4.24 | 4.39 ± 0.09 | 0.52 | 0.32 ± 0.11 | 3.94 | 3.81 ± 0.09 |
| Unigene 14415_All | major facilitator family protein | -2.13 | -1.55 ± 0.50 | -0.97 | -1.13 ± 0.86 | -2.36 | -1.91 ± 0.50 |
| Unigene 15955_All | sorbitol transporter | 2.32 | 2.86 ± 0.38 | 0.87 | 1.54 ± 0.21 | 2.27 | 2.20 ± 0.07 |
| Unigene 13573_All | cellulose synthase A catalytic subunit 4 [UDP-forming]-like | 4.76 | 7.26 ± 0.91 | 4.94 | 7.61 ± 0.87 | 4.67 | 6.50 ± 0.89 |
| Unigene 2569_All | transcription factor, putative | 2.18 | 2.68 ± 0.30 | 0.00 | 0.38 ± 0.20 | 2.00 | 2.41 ± 0.32 |
| Unigene 14999_All | NAC domain-containing protein 43-like | 4.19 | 3.73 ± 0.36 | 4.60 | 4.53 ± 0.32 | 4.32 | 3.09 ± 0.18 |
| Unigene 16297_All | CBL-interacting serine/threonine-protein kinase 11 | 1.80 | 1.34 ± 0.35 | 1.61 | 1.80 ± 0.18 | 2.17 | 1.55 ± 0.35 |
| Unigene 10727_All | zinc finger CCCH domain-containing protein 66-like | 2.22 | 2.07 ± 0.24 | 3.09 | 2.82 ± 0.04 | 3.53 | 2.87 ± 0.01 |
| Unigene 15958_All | chitinase 4-like | 20.38 | 13.75 ± 0.15 | 0.00 | -0.04 ± 0.34 | 20.09 | 13.40 ± 0.21 |
| Unigene 4429_All | laccase-4-like | 2.35 | 2.35 ± 0.29 | 2.81 | 3.38 ± 0.06 | 1.96 | 1.81 ± 0.19 |
| Unigene 11039_All | auxin efflux facilitator PIN1 | 3.42 | 3.27 ± 0.39 | 3.74 | 2.84 ± 0.07 | 3.77 | 3.00 ± 0.25 |
| Unigene 15779_All | Xylem serine proteinase 1 precursor, putative | 1.54 | 2.09 ± 0.30 | 2.40 | 3.21 ± 0.13 | 1.79 | 2.32 ± 0.20 |
| Unigene 2376_All | peptide transporter PTR3-A-like | 2.92 | 2.38 ± 0.37 | -1.01 | -1.44 ± 0.45 | 2.79 | 1.70 ± 0.14 |
| Unigene 2386_All | oligopeptide transporter 1-like | 4.51 | 4.90 ± 0.49 | 1.66 | 2.51 ± 0.46 | 4.57 | 4.86 ± 0.49 |
| Unigene 13170_All | gibberellin 20-oxidase | 1.66 | 2.13 ± 0.05 | 0.03 | 0.45 ± 0.16 | 1.14 | 1.00 ± 0.27 |
Fold changes of selected C. hybridum trasncripts (±standard deviation) were logarithmic transformed which were determined by RNA-seq and qRT-PCR in root tissues treated with isolates ML01 (M) , ZH3A-3 (Z) and ML01+ ZH3A-3 (MZ) at 15 dpi as compared to mock-inoculated control (CK).
Figure 6Phylogenetic tree for the amino acid sequences of plant phosphate transporters (PiTs) described as mycorrhiza-specific or -induced transporters, and two putative PiTs of (Unigene6086_All, Unigene6124_All) in this study were highlighted in red color. The dendrogram was generated by Mega 4.0 software using ClustlW for the alignment and the neighbor-joining method for the construction of phylogeny. The plant Pi-transporters accession numbers could be obtained in [49].
Transcription factors among beneficial fungi- induced genes
| TF family or domain | Induced | Repressed | Number of genes |
|---|---|---|---|
| AP2-ERF | Unigene627_All*, Unigene6402_All*, Unigene12197_All*⊕, Unigene103_All*, Unigene1545_All, Unigene10693_All, Unigene13239_All, Unigene13630_All | 4* (4) | |
| WRKY | Unigene2569_All ⊕ (WRKY19), Unigene13120_All*(WRKY40), Unigene8345_All*(WRKY5), Unigene8346_All*(WRKY5), Unigene3004_All*(WRKY39), Unigene4511_All*(WRKY43), Unigene1640_All(WRKY17) | Unigene1887_All (WRKY23) | 5* (3) |
| Myb | Unigene10890_All*, Unigene13524_All*, Unigene14312_All*, Unigene2947_All | Unigene12533_All, Unigene16161_All*, Unigene1441_All*, Unigene14070_All* | 6* (2) |
| bHLH | Unigene4212_All*, Unigene2945_All*, Unigene13683_All*, Unigene14108_All* | Unigene1570_All*, Unigene15208_All*, Unigene12890_All, | 6* (1) |
| HOX | Unigene11426_All*, Unigene888_All, | Unigene9904_All, Unigene7407_All*, Unigene14238_All | 2* (3) |
| NAC | Unigene14999_All*⊕, Unigene8664_All*, Unigene16437_All*, Unigene11336_All* | Unigene5046_All* | 5* |
| ARF | Unigene10085_All (ARF9), Unigene9466_All (ARF9) | (2) | |
| GRAS | Unigene2120_All(SC)*, Unigene10121_All, Unigene4453_All (scarecrow-like), Unigene6482_All (SC), Unigene13312_All (SC), Unigene15630_All, Unigene456_All | 1* (6) | |
| BTB/POZ | Unigene2160_All, Unigene351_All, Unigene352_All | Unigene11206_All | (4) |
| C3H | Unigene156_All, Unigene209_All*, Unigene10727_All*⊕ | Unigene16285_All, Unigene81_All | 2* (3) |
| GATA | Unigene1952_All*, Unigene10179_All* | Unigene1691_All, Unigene10219_All* | 3* (1) |
| C2H2 | Unigene2954_All*, | Unigene2352_All* | 2* |
| dof | Unigene3028_All*, | 1* | |
| A20AN1 | Unigene2954_All*, Unigene10730_All | 1* (1) | |
| CO-like | Unigene4931_All | (1) | |
| Hsf | Unigene13648_All*, Unigene4980_All* | 2* | |
| Trihelix | Unigene2892_All | (1) | |
| ASG | Unigene3840_All | (1) | |
| WD | Unigene4225_All | (1) | |
| MADs | Unigene4681_All | (1) | |
| MACPF | Unigene8197_All | (1) | |
| BLH | Unigene8238_All | (1) | |
| A-2b | Unigene13648_All*, Unigene4980_All | 1* (1) | |
| UNE | Unigene4910_All | Unigene10862_All* | 1* (1) |
| rf | Unigene14563_All* | 1* | |
| MYC | Unigene15000_All* | 1* | |
| RAX | Unigene1589_All* | 1* | |
| NF-YC | Unigene16018_All* | 1* | |
| bZIP | Unigene4820_All, | (1) |
Lists of TFs in this table included specifically regulated TFs in OM formation and * co-regulated genes in three treatments; ⊕qPCR validation; number in parenthesis referred to the gene number regulated by OM formation.