| Literature DB >> 28702047 |
Jia Meng Xu1, Wei Fan2, Jian Feng Jin1, He Qiang Lou1, Wei Wei Chen3,4, Jian Li Yang1,4, Shao Jian Zheng1.
Abstract
Relying on Al-activated root oxalate secretion, and internal detoxification and accumulation of Al, buckwheat is highly Al resistant. However, the molecular mechanisms responsible for these processes are still poorly understood. It is well-known that root apex is the critical region of Al toxicity that rapidly impairs a series of events, thus, resulting in inhibition of root elongation. Here, we carried out transcriptome analysis of the buckwheat root apex (0-1 cm) with regards to early response (first 6 h) to Al stress (20 μM), which is crucial for identification of both genes and processes involved in Al toxicity and tolerance mechanisms. We obtained 34,469 unigenes with 26,664 unigenes annotated in the NCBI database, and identified 589 up-regulated and 255 down-regulated differentially expressed genes (DEGs) under Al stress. Functional category analysis revealed that biological processes differ between up- and down-regulated genes, although 'metabolic processes' were the most affected category in both up- and down-regulated DEGs. Based on the data, it is proposed that Al stress affects a variety of biological processes that collectively contributes to the inhibition of root elongation. We identified 30 transporter genes and 27 transcription factor (TF) genes induced by Al. Gene homology analysis highlighted candidate genes encoding transporters associated with Al uptake, transport, detoxification, and accumulation. We also found that TFs play critical role in transcriptional regulation of Al resistance genes in buckwheat. In addition, gene duplication events are very common in the buckwheat genome, suggesting a possible role for gene duplication in the species' high Al resistance. Taken together, the transcriptomic analysis of buckwheat root apex shed light on the processes that contribute to the inhibition of root elongation. Furthermore, the comprehensive analysis of both transporter genes and TF genes not only deep our understanding on the responses of buckwheat roots to Al toxicity but provide a good start for functional characterization of genes critical for Al tolerance.Entities:
Keywords: aluminum toxicity; buckwheat; cell wall; differential gene expression; organic acids; resistance; transcriptome; transporter
Year: 2017 PMID: 28702047 PMCID: PMC5487443 DOI: 10.3389/fpls.2017.01141
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Summary for the buckwheat transcriptome in control (-Al) and Al-treated libraries.
| -Al | +Al | |
|---|---|---|
| Total number of reads | 53,734,590 | 66,885,294 |
| total base pairs (bp) | 5,121,635,232 | 6,395,201,458 |
| Average read length (bp) | 95.31 | 95.61 |
| Total number of transcripts | 130,875 | 137,601 |
| Mean length of transcripts (bp) | 1120 (201–15679) | 1081 (201–15679) |
| Total number of unigenes | 34,469 | |
| Mean length of unigenes (bp) | 747 (201–8,394) | |
| Sequence with E-value ≤ 10-5 | 26,664 | |
Al up-regulated genes encoding transcription factors.
| Gene ID | Log2FC | TAIR ID | Annotation | Category1 |
|---|---|---|---|---|
| comp17410_c0_seq1 | 2.61 | AT2G36080 | Plant-specific B3 DNA-binding domain transcription factor | ABI3VP1 |
| comp3136_c0_seq1 | 2.45 | AT2G36080 | Plant-specific B3 DNA-binding domain transcription factor Abscisic acid, stress, and ripening | ABI3VP1 |
| comp30719_c0_seq2 | 2.05 | No hit | Abscisic acid, stress, and ripening | ASR |
| comp25060_c0_seq1 | 1.08 | AT3G56980 | bHLH039 | bHLH |
| comp10926_c0_seq1 | 1.09 | AT1G22490 | bHLH094 | bHLH |
| comp21398_c0_seq1 | 1.14 | AT3G56980 | bHLH039 | bHLH |
| comp34183_c0_seq1 | 1.46 | AT1G42990 | bZIP60 | bZIP |
| comp33784_c0_seq2 | 1.05 | AT5G22890 | STOP2 | C2H2 |
| comp24031_c0_seq1 | 1.06 | AT5G22890 | STOP2 | C2H2 |
| comp6278_c0_seq1 | 1.13 | AT4G17570 | GATA TRANSCRIPTION FACTOR 26 | C2H2-GATA |
| comp20932_c0_seq1 | 1.08 | AT2G19810 | TANDEM ZINC FINGER 2 | C3H |
| comp8554_c0_seq1 | 1.09 | AT2G25900 | TANDEM ZINC FINGER PROTEIN 1 | C3H |
| comp57013_c0_seq1 | 1.55 | AT2G22300 | CALMODULIN-BINDING TRANSCRIPTION ACTIVATOR 3 | CAMTA |
| comp59172_c0_seq1 | 1.54 | AT2G22300 | CALMODULIN-BINDING TRANSCRIPTION ACTIVATOR 3 | CAMTA |
| comp30974_c0_seq1 | 1.26 | AT4G36740 | HOMEOBOX PROTEIN 40 | HB |
| comp25409_c0_seq2 | 2.29 | AT5G03720 | HEAT SHOCK TRANSCRIPTION FACTOR A3 | HSF |
| comp25147_c0_seq1 | 1.56 | AT4G13980 | HEAT SHOCK TRANSCRIPTION FACTOR A5 | HSF |
| comp22296_c0_seq1 | 2.24 | AT5G03720 | HEAT SHOCK TRANSCRIPTION FACTOR A3 | HSF |
| comp28871_c0_seq1 | 1.19 | AT3G57230 | AGAMOUS-LIKE 16 | MADS |
| comp18677_c0_seq1 | 1.31 | AT5G58900 | Homeodomain-like transcriptional regulator | MYB |
| comp25126_c0_seq1 | 1.17 | AT4G35580 | Calmodulin-binding NAC protein | NAC |
| comp32253_c0_seq1 | 1.03 | AT5G64060 | ANAC103 | NAC |
| comp28459_c0_seq1 | 1.73 | AT1G25580 | ANAC008/SOG1 | NAC |
| comp33821_c0_seq1 | 1.26 | AT1G01720 | ANAC002/ATAF1 | NAC |
| comp29455_c0_seq2 | 1.18 | AT1G01720 | ANAC002/ATAF1 | NAC |
| comp15441_c0_seq1 | 1.08 | AT1G01720 | ANAC002/ATAF1 | NAC |
| comp24772_c0_seq2 | 1.40 | AT2G38470 | WRKY33 | WRKY |
Al up-regulated genes encoding putative transporters.
| Gene ID | Log2FC | TAIR ID | Annotation | Substrate1 |
|---|---|---|---|---|
| comp74618_c0_seq1 | 2.46 | AT1G15520 | ABCG40/ABA transporter | ABA transport |
| comp21342_c0_seq1 | 2.32 | AT1G15520 | ABCG40/ABA transporter | ABA transport |
| comp59966_c0_seq1 | 2.16 | AT1G15520 | ABCG40/ABA transporter | ABA transport |
| comp79296_c0_seq1 | 1.86 | AT1G15520 | ABCG40/ABA transporter | ABA transport |
| comp5860_c0_seq1 | 1.17 | AT1G15520 | ABCG40/ABA transporter | ABA transport |
| comp24534_c0_seq1 | 1.58 | AT1G02260 | Divalent ion transporter | Al hydroxide transport |
| comp4176_c0_seq1 | 1.40 | AT1G02260 | Divalent ion transporter | Al hydroxide transport |
| comp34167_c0_seq1 | 1.14 | AT1G02260 | Divalent ion transporter | Al hydroxide transport |
| comp34701_c0_seq1 | 5.24 | AT5G03570 | IRON-REGULATED PROTEIN 2 | Al transport |
| comp34981_c0_seq5 | 1.79 | AT5G39040 | ALS1 | Al transport |
| comp24246_c0_seq1 | 1.92 | AT3G62150 | ABCB21 | Auxin transport |
| comp20259_c0_seq1 | 1.76 | AT1G02520 | ABCB11 | Auxin transport |
| comp58391_c0_seq1 | 1.66 | AT1G02520 | ABCB11 | Auxin transport |
| comp34247_c0_seq1 | 1.22 | AT5G13750 | ZINC INDUCED FACILITATOR-LIKE 1 | Auxin transport |
| comp19739_c0_seq1 | 5.00 | AT3G08040 | FRD3/MATE | Citrate transport |
| comp18964_c0_seq1 | 4.80 | AT3G08040 | FRD3/MATE | Citrate transport |
| comp29796_c0_seq1 | 3.41 | AT1G51340 | MATE | Citrate transport |
| comp10304_c0_seq1 | 2.46 | AT5G65380 | MATE | Citrate transport |
| comp20139_c0_seq1 | 1.10 | AT5G52450 | MATE | Citrate transport |
| comp56979_c0_seq1 | 1.88 | AT4G24120 | YSL/YSL3/YSL2 | Iron transport |
| comp66023_c0_seq1 | 1.83 | AT5G53550 | YSL3 | Iron transport |
| comp74236_c0_seq1 | 1.03 | AT5G41610 | CATION/H+ EXCHANGER 18 | K+ transport |
| comp9872_c0_seq1 | 1.72 | AT2G27240 | ALMT | Malate transport |
| comp32725_c0_seq2 | 1.53 | AT1G08440 | ALMT | Malate transport |
| comp26205_c0_seq1 | 4.08 | AT5G64560 | MGT9 | Mg2+ transport |
| comp25699_c0_seq1 | 3.77 | AT5G64560 | MGT9 | Mg2+ transport |
| comp29702_c0_seq1 | 5.13 | AT2G37330 | ALS3/STAR2 | UDP-glucose |
| comp32428_c0_seq1 | 4.60 | AT1G67940 | ABCI17/STAR1 | UDP-glucose |
| comp34868_c0_seq3 | 5.52 | AT2G25737 | Sulfite exporter TauE/SafE family protein | Unknown |
| comp54155_c0_seq1 | 1.45 | AT5G59520 | ZRT/IRT-LIKE PROTEIN 2 | Zn2+ transport |