| Literature DB >> 34247631 |
Na Li1, Yuqin Song1, Jie Li2, Ruijie Hao1, Xinxin Feng1, Liulin Li3.
Abstract
BACKGROUND: Jujube is a typical fruit tree species from China. 'Muzao', a cracking-susceptible cultivar, and 'Linhuang No. 1', a cracking-resistant cultivar, were selected in a previous study as contrasting research materials. Whole-genome resequencing and transcriptomic analysis of 'Linhuang No. 1' and 'Muzao' allowed the identification of differentially expressed genes with different gene structures between the two cultivars and could be helpful in explaining the differences and similarities between the two cultivars.Entities:
Keywords: Genome resequencing; InDel; Nitrite reductase; Transcriptome; Ziziphus jujuba
Year: 2021 PMID: 34247631 PMCID: PMC8274035 DOI: 10.1186/s13007-021-00776-9
Source DB: PubMed Journal: Plant Methods ISSN: 1746-4811 Impact factor: 4.993
Number of SNPs and InDels, according to chromosome (Ch), detected for ‘Linhuang No. 1’ and ‘Muzao’, relative to the reference genome ‘Dongzao’ (A), and the comparison between them (B)
| A | B | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Chr | ‘Linhuang No.1’ | ‘Muzao’ | ‘Linhuang No.1’ vs. ‘Muzao’ | ||||||||
| SNP | InDel | SNP | InDel | SNP | InDel | ||||||
| ≤ 10 bp | 11–20 bp | 21–40 bp | 41–80 bp | 81–160 bp | ≥ 161 bp | ||||||
| NC_029679.1 | 429,504 | 89,039 | 430,221 | 88,650 | 47,822 | 12,968 | 1437 | 930 | 780 | 310 | 43 |
| NC_029680.1 | 246,814 | 54,159 | 246,954 | 53,764 | 30,426 | 8489 | 877 | 567 | 466 | 218 | 30 |
| NC_029681.1 | 245,843 | 54,834 | 245,635 | 54,282 | 29,879 | 8761 | 921 | 553 | 495 | 174 | 26 |
| NC_029682.1 | 228,631 | 48,207 | 229,082 | 47,855 | 32,212 | 8774 | 899 | 574 | 446 | 199 | 31 |
| NC_029683.1 | 343,538 | 69,172 | 344,093 | 68,807 | 45,243 | 12,055 | 1303 | 776 | 615 | 222 | 40 |
| NC_029684.1 | 217,230 | 47,474 | 217,519 | 46,967 | 25,026 | 7109 | 812 | 510 | 409 | 167 | 31 |
| NC_029685.1 | 251,890 | 52,302 | 252,798 | 52,148 | 37,682 | 9423 | 991 | 659 | 510 | 185 | 39 |
| NC_029686.1 | 182,760 | 42,746 | 182,578 | 42,337 | 22,962 | 6699 | 688 | 445 | 389 | 169 | 29 |
| NC_029687.1 | 240,326 | 55,181 | 239,869 | 54,513 | 29,621 | 8750 | 814 | 540 | 461 | 171 | 36 |
| NC_029688.1 | 195,933 | 41,950 | 196,006 | 41,515 | 22,887 | 6562 | 733 | 471 | 358 | 149 | 28 |
| NC_029689.1 | 189,397 | 43,820 | 189,007 | 43,509 | 24,530 | 6804 | 776 | 468 | 322 | 129 | 22 |
| NC_029690.1 | 155,137 | 35,962 | 155,452 | 35,687 | 18,755 | 5599 | 630 | 393 | 287 | 137 | 29 |
| Unplaced genomic scaffold | 696,124 | 147,012 | 697,205 | 145,038 | 127,817 | 34,303 | 3223 | 1936 | 1323 | 510 | 60 |
| Total | 3,623,127 | 781,858 | 3,626,419 | 775,072 | 494,862 | 136,296 | 14,104 | 8822 | 6861 | 2740 | 444 |
Fig. 1Principal component analysis (PCA) plot obtained from a similarity matrix among the Ziziphus jujuba Mill. cultivars ‘Linhuang No. 1’ and ‘Muzao’, relative to the jujube genome reference cultivar ‘Dongzao’ (ZizJuj_1.1, ID: 15586)
Fig. 2Single nucleotide polymorphism (SNP) and insertion/deletion (InDel) density plots by chromosome for ‘Linhuang No. 1’ and ‘Muzao’ against the reference genome ‘Dongzao’. a Chromosome scale; b gene density of the positive strand; c gene density of the negative strand; d ‘Linhuang No. 1’; e: ‘Muzao’
Fig. 3Venn diagram of 19 differentially expressed genes (DEGs) and genes containing single nucleotide polymorphisms (SNPs) and insertions/deletions (InDels). A Venn diagram of DEGs and SNP and InDel variants in ‘Linhuang No. 1’ and ‘Muzao’; B differential expression heat map of 19 DEGs; C enriched Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways of 19 genes
Enriched pathways of 19 differentially expressed genes (DEGs)
| Pathway ID | Pathway | Genes | ||
|---|---|---|---|---|
| 1 | ko00945 | Stilbenoid, diarylheptanoid and gingerol biosynthesis | 0.00697 | LOC107428425, LOC107428467 |
| 2 | ko00941 | Flavonoid biosynthesis | 0.01965 | LOC107428425, LOC107428467 |
| 3 | ko00910 | Nitrogen metabolism | 0.04939 | LOC107427052 |
| 4 | ko00450 | Selenocompound metabolism | 0.06990 | LOC107404928 |
| 5 | ko00940 | Phenylpropanoid biosynthesis | 0.07128 | LOC107428425, LOC107428467 |
| 6 | ko09106 | Metabolism of other amino acids | 0.10862 | LOC107404928, LOC107414349 |
| 7 | ko00270 | Cysteine and methionine metabolism | 0.13537 | LOC107404928 |
| 8 | ko04626 | Plant-pathogen interaction | 0.17866 | LOC107414473, LOC107434555, LOC107413306 |
| 9 | ko09159 | Environmental adaptation | 0.20606 | LOC107414473, LOC107434555, LOC107413306 |
| 10 | ko09150 | Organismal systems | 0.20606 | LOC107414473, LOC107434555, LOC107413306 |
| 11 | ko09110 | Biosynthesis of other secondary metabolites | 0.26609 | LOC107428425, LOC107428467 |
| 12 | ko00460 | Cyanoamino acid metabolism | 0.26972 | LOC107414349 |
| 13 | ko04144 | Endocytosis | 0.38498 | LOC107404962 |
| 14 | ko09102 | Energy metabolism | 0.38498 | LOC107427052 |
| 15 | ko04075 | Plant hormone signal transduction | 0.40467 | LOC107432789 |
| 16 | ko09140 | Cellular processes | 0.49486 | LOC107404962] |
| 17 | ko09141 | Transport and catabolism | 0.49486 | LOC107404962 |
| 18 | ko04131 | Membrane trafficking | 0.52736 | LOC107404962 |
| 19 | ko09132 | Signal transduction | 0.56775 | LOC107432789 |
| 20 | ko09105 | Amino acid metabolism | 0.56775 | LOC107404928 |
| 21 | ko09100 | Metabolism | 0.63880 | LOC107428425, LOC107428467, LOC107427052, LOC107404928, LOC107414349 |
| 22 | ko09130 | Environmental information processing | 0.67476 | LOC107432789 |
| 23 | ko09182 | Protein families: genetic information processing | 0.97181 | LOC107404962 |
| 24 | ko09180 | Brite hierarchies | 0.99815 | LOC107404962 |
Fig. 4LOC107427052 polymorphism in ‘Linhuang No. 1’ and ‘Muzao’
Fig. 5Levels of nitrite reductase (NiR) activity and gene expression and concentrations of nitrite and ammonia nitrogen at different stages of fruit development in the two cultivars. For a particular variable, samples with the same letter are not significantly different (p > 0.05)