| Literature DB >> 29064514 |
Qin Zhou1,2, Aidong Wang1, Ruijun Duan3, Jun Yan4, Gang Zhao4, Eviatar Nevo5, Guoxiong Chen1.
Abstract
The naturally occurring wild barley mutant eibi1/hvabcg31 suffers from severe water loss due to the permeable leaf cuticle. Eibi1/HvABCG31 encodes a full ATP-binding cassette (ABC) transporter, HvABCG31, playing a role in cutin deposition in the elongation zone of growing barley leaves. The eibi1 allele has pleiotropic effects on the appearance of leaves, plant stature, fertility, spike and grain size, and rate of germination. Comparative transcriptome profile of the leaf elongation zone of the eibi1 mutant as well as its isogenic wild type showed that various pathogenesis-related genes were up-regulated in the eibi1 mutant. The known cuticle-related genes that we analyzed did not show significant expression difference between the mutant and wild type. These results suggest that the pleiotropic effects may be a compensatory consequence of the activation of defense genes in the eibi1 mutation. Furthermore, we were able to find the mutation of the eibi1/hvabcg31 allele by comparing transcript sequences, which indicated that the RNA-Seq is useful not only for researches on general molecular mechanism but also for the identification of possible mutant genes.Entities:
Year: 2017 PMID: 29064514 PMCID: PMC5738607 DOI: 10.1590/1678-4685-GMB-2016-0321
Source DB: PubMed Journal: Genet Mol Biol ISSN: 1415-4757 Impact factor: 1.771
Read number and statistics based on the RNA-Seq data in the wild type and mutant.
| Samples | Total Reads | Total Nucleotides (nt) | Q20 percentage | N percentage | GC percentage* |
|---|---|---|---|---|---|
| 23-19 | 54,821,138 | 4,933,902,420 | 96.25% | 0.00% | 53.69% |
|
| 51,177,934 | 4,606,014,060 | 96.41% | 0.00% | 53.13% |
Total Reads and Total Nucleotides are clean reads and clean nucleotides; Q20 percentage is the proportion of nucleotides with quality values larger than 20; N percentage is the proportion of unknown nucleotides in clean reads; GC percentage is the proportion of guanidine and cytosine nucleotides among total nucleotides.
Figure 1GO classification of annotated Unigenes.
Figure 2Identification of eibi1 mutation by RNA-Seq. Unigene20340_23-19 and Unigene66600_eibi1 were assembled from RNA-Seq of wild-type 23-19 and mutant eibi1, respectively. The SNPs are indicated by arrows.
Figure 3An example of marker development by RNA-Seq. (A) eibi1 genetic map. Bmag828 and Bmag603 are SSR markers. The others are EST markers. A total of 155 F2 individuals derived from the cross of Morex eibi1 were used for the genetic mapping. The numbers at the left side indicate genetic distances in centimorgan (cM). (B) Corresponding marker polymorphism between parental line Morex and eibi1. The polymorphisms were identified by PCR sequencing against parental genomic DNA. (C) Corresponding eibi1 Unigenes (derived from RNA-Seq) for the EST markers. Inside the parenthesis is a nucleotide followed by its position in the corresponding Unigene sequence. (D) Corresponding Morex contigs for the EST markers were retrieved from the database: assembly3_WGSMorex_renamed_blastable_POPSEQ.fasta (http://webblast.ipk-gatersleben.de/barley). Inside the parenthesis is a nucleotide followed by its position in the corresponding contig sequence.
Figure 4Expression level of DEGs of 23-19 and eibi1 libraries. All Unigenes were examined for differences in their expression across the two samples. Red (up) and green (down) dots denote that the expression was significantly different (FDR ≤ 0.05, 2-fold difference) and the blank dots indicate no change between the expression levels in the two varieties.
Figure 5Comparison of log2 (FC) of 10 select transcripts using RNA-Seq and qRT-PCR. FC: fold change for eibi1 vs 23-19.
Relative expression of lipid metabolic process related Unigenes.
| Unigene ID | Related function | Log2
( |
|---|---|---|
| Unigene65566_All | GDSL esterase/lipase | -11.1044 |
| Unigene55562_All | GDSL esterase/lipase | -11.0571 |
| Unigene21078_All | Lipase (class 3) | -3.27893 |
| Unigene60434_All | Lipid metabolic process | -3.25452 |
| Unigene57532_All | Lipid metabolic process | -2.52976 |
| Unigene75732_All | Bifunctionalinhibitor/lipid-transfer protein | 9.362752 |
| Unigene72225_All | Lipoxygenase | 3.441247 |
| Unigene6358_All | FAE1/Type III polyketide synthase-like protein | 2.723891 |
Column named log2 (eibi1_RPKM/23-19_RPKM) indicates the expression of Unigenes in eibi1 compared to 23-19. Plus (omitted): up-regulated, minus: down regulated.
Relative expression of defense-related Unigenes.
| Unigene ID | Related function | Log2
( |
|---|---|---|
| Unigene77099_All | Jacalin-related lectin 31 (Horcolin) | 13.55124 |
| Unigene66257_All | WIR1A | 12.09785 |
| Unigene67107_All | Plant basic secretory protein (BSP) family protein | 12.20341 |
| Unigene78255_All | Jasmonate induced protein | 10.92834 |
| Unigene78697_All | Pathogenesis-related protein | 10.70807 |
| Unigene66056_All | RNase S-like protein (Ribonuclease T2 family) | 10.60660 |
| Unigene78238_All | Defense response to fungus (pathogenesis-related protein 4) | 10.46467 |
| Unigene78121_All | 23kDa jasmonate-induced protein | 9.708934 |
| Unigene68601_All | Cysteine-rich secretory protein family (defense/immunity protein activity) | 9.152529 |
| Unigene78052_All | Hsp90 protein | 8.668116 |
| Unigene69289_All | Response to oxidative stress (Peroxidase) | 8.310662 |
| Unigene72225_All | Lipoxygenase (LOX) | 3.441247 |
| Unigene21824_All | Plant thionin | 5.231692 |
| Unigene43623_All | Plant thionin | 4.445976 |
| Unigene19875_All | RNase S-like protein (Ribonuclease T2 family) | 3.851412 |
| Unigene78082_All | Response to oxidative stress (Peroxidase) | 3.699962 |
| Unigene78045_All | Eukaryotic aspartyl protease family protein | -9.089449 |
| Unigene57171_All | Response to wounding (Potato inhibitor É family) | -7.55606 |
| Unigene33356_All | Response to stress (ABA/WDS induced protein) | -4.05753 |
Column named log2 (eibi1_RPKM/23-19_RPKM) indicates the expression of Unigenes in eibi1 compared to 23-19. Plus (omitted): up-regulated, minus: down regulated.
Figure 6Possible acquired resistance (AR) pathway of eibi1.