| Literature DB >> 26904031 |
Meilian Tan1, Jianfeng Xue1, Lei Wang1, Jiaxiang Huang2, Chunling Fu1, Xingchu Yan1.
Abstract
The castor plant (Ricinus communis L.) is a versatile industrial oilseed crop with a diversity of sex patterns, its hybrid breeding for improving yield and high purity is still hampered by genetic instability of female and poor knowledge of sex expression mechanisms. To obtain some hints involved in sex expression and provide the basis for further insight into the molecular mechanisms of castor plant sex determination, we performed DGE analysis to investigate differences between the transcriptomes of apices and racemes derived from female (JXBM0705P) and monoecious (JXBM0705M) lines. A total of 18 DGE libraries were constructed from the apices and racemes of a wild monoecious line and its isogenic female derivative at three stages of apex development, in triplicate. Approximately 5.7 million clean tags per library were generated and mapped to the reference castor genome. Transcriptomic analysis showed that identical dynamic changes of gene expression were indicated in monoecious and female apical bud during its development from vegetation to reproduction, with more genes expressed at the raceme formation and infant raceme stages compare to the early leaf bud stage. More than 3000 of differentially expressed genes (DEGs) were detected in Ricinus apices at three developmental stages between two different sex types. A number of DEGs involved in hormone response and biosynthesis, such as auxin response and transport, transcription factors, signal transduction, histone demethylation/methylation, programmed cell death, and pollination, putatively associated with sex expression and reproduction were discovered, and the selected DEGs showed consistent expression between qRT-PCR validation and the DGE patterns. Most of those DEGs were suppressed at the early leaf stage in buds of the mutant, but then activated at the following transition stage (5-7-leaf stage) of buds in the mutant, and ultimately, the number of up-regulated DEGs was equal to that of down-regulation in the small raceme of the mutant. In this study, a large number of DEGs and some suggestions involved in sex expression and reproduction were discovered using DGE analysis, which provides large information and valuable hints for next insights into the molecular mechanism of sex determination. It is useful for other further studies in Ricinus.Entities:
Keywords: castor bean; digital expression profile; pistillate; sex determination; transcriptome analysis
Year: 2016 PMID: 26904031 PMCID: PMC4751274 DOI: 10.3389/fpls.2015.01208
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1A monoecious line (JXBM0705M); arrow indicates blooming male flower. (B) pistillate line (JXBM0705P); (C) collected buds at 3–4-leaf stage (left) and 5–7-leaf stage (right); (D) infant female (left) and monoecious (right) inflorescences, 2 cm in length. Scale bars, 0.5 cm.
Categorization and abundance of tags.
| Raw data | Total | 5, 919,796 ± 211,429 | 5, 888,377 ± 122,404 | 6, 004,837 ± 92,543 | 6, 000,410 ± 135,373 | 5, 939,917 ± 123,287 | 6, 045,455 ± 233,096 |
| Distinct tags | 371,983 ± 4765 | 374,582 ± 40,008 | 391,584 ± 12,149 | 440,819 ± 11,500 | 369,807 ± 8508 | 447,852 ± 47,302 | |
| Clean tags | Total number | 5, 697,507 ± 209,466 | 5, 661,387 ± 132,174 | 5, 767,119 ± 88,697 | 5, 729,206 ± 121,449 | 5, 722,947 ± 123,544 | 5, 771,163 ± 203,535 |
| Distinct tag numbers | 150,905 ± 2990 | 148,526 ± 12,470 | 155,040 ± 6806 | 170,590 ± 3920 | 153,959 ± 4430 | 174,340 ± 13,817 | |
| All tags mapping to genes | Total number | 5, 393,163 ± 203,811 | 5, 397,141 ± 104,629 | 5, 476,967 ± 99,781 | 5, 477,295 ± 134,778 | 5, 490,070 ± 156,338 | 5, 516,938 ± 151,205 |
| Total % of clean tags | 94.66 ± 0.83 | 95.35 ± 1.85 | 94.98 ± 1.72 | 95.6 ± 0.58 | 95.92 ± 0.82 | 95.62 ± 1.79 | |
| Distinct tag numbers | 135,847 ± 3278 | 134,541 ± 8871 | 139,351 ± 5476 | 154,604 ± 2420 | 141,188 ± 2952 | 159,229 ± 9689 | |
| Distinct tags (% of clean tags) | 90.02 ± 0.98 | 90.69 ± 1.97 | 89.91 ± 1.71 | 90.65 ± 1.4 | 91.72 ± 1.12 | 91.42 ± 1.89 | |
| Unambiguous tag mapping to gene | Total number | 168,945 ± 7762 | 162,305 ± 15,683 | 163,621 ± 16,927 | 169,228 ± 5762 | 172,373 ± 6399 | 173,617 ± 11,236 |
| Total % of clean tags | 2.96 ± 0.07 | 2.86 ± 0.21 | 2.83 ± 0.26 | 2.96 ± 0.16 | 3.01 ± 0.09 | 3.01 ± 0.1 | |
| Distinct tag numbers | 7665 ± 306 | 7323 ± 585 | 8164 ± 599 | 8722 ± 416 | 8223 ± 295 | 9013 ± 514 | |
| Distinct tags (% of clean tags) | 5.08 ± 0.15 | 4.94 ± 0.31 | 5.26 ± 0.2 | 5.11 ± 0.15 | 5.34 ± 0.04 | 5.18 ± 0.13 | |
| All tag-mapped genes | Number | 50,722 ± 577 | 38,867 ± 1085 | 45,392 ± 4807 | 54,090 ± 1159 | 44,709 ± 1911 | 41,658 ± 629 |
| % of ref genes | 41.99 ± 0.48 | 32.17 ± 0.9 | 37.57 ± 3.98 | 44.78 ± 0.96 | 37.01 ± 1.59 | 34.48 ± 0.52 | |
| Unambiguous tag-mapped genes | Number | 4867 ± 191 | 4582 ± 227 | 5050 ± 333 | 5215 ± 197 | 5144 ± 137 | 5292 ± 144 |
| % of ref genes | 4.03 ± 0.16 | 3.79 ± 0.19 | 4.18 ± 0.28 | 4.32 ± 0.16 | 4.26 ± 0.12 | 4.38 ± 0.12 | |
| Mapping to genome | Total number | 31,478 ± 3790 | 30,864 ± 8907 | 33,146 ± 7186 | 27,758 ± 2213 | 26,842 ± 2537 | 30,301 ± 6426 |
| Total % of clean tags | 0.55 ± 0.07 | 0.54 ± 0.15 | 0.57 ± 0.12 | 0.48 ± 0.04 | 0.47 ± 0.05 | 0.52 ± 0.1 | |
| Distinct tag numbers | 1494 ± 115 | 1607 ± 173 | 1879 ± 390 | 1715 ± 412 | 1230 ± 113 | 1548 ± 187 | |
| Distinct tags (% of clean tags) | 0.99 ± 0.07 | 1.08 ± 0.12 | 1.21 ± 0.2 | 1 ± 0.22 | 0.8 ± 0.05 | 0.89 ± 0.05 | |
| Unknown tags | Total number | 272,866 ± 43,697 | 233,382 ± 100,607 | 257,006 ± 93,700 | 224,153 ± 28,803 | 206,034 ± 41,217 | 223,923 ± 104,814 |
| Total % of clean tags | 4.79 ± 0.76 | 4.11 ± 1.7 | 4.45 ± 1.59 | 3.92 ± 0.55 | 3.61 ± 0.77 | 3.85 ± 1.7 | |
| Distinct tag numbers | 13,565 ± 1338 | 12,378 ± 3813 | 13,810 ± 2853 | 14,271 ± 2285 | 11,541 ± 1925 | 13,563 ± 4350 | |
| Distinct tags (% of clean tags) | 8.99 ± 0.91 | 8.23 ± 1.98 | 8.89 ± 1.67 | 8.35 ± 1.18 | 7.48 ± 1.08 | 7.69 ± 1.85 |
Figure 2Distribution of total clean tag and distinct clean tag counts over different tag abundance categories from apical bud and raceme libraries from the monoecious and pistillate lines.
Figure 3Transcriptome analysis of apical buds and racemes of the monoecious line (ML) and pistillate line (PL). (A) Transcriptome sizes of the monoecious and pistillate lines at three developmental stages. (B,C) Venn diagram showing the overlaps between three stages (two apical bud stages and raceme stage) of ML and PL. The number in parentheses after each stage designation is the total transcripts detected in that stage(s). (D) Analysis of transcriptome changes from apical buds to raceme development of the ML and PL. Transcripts shared by three stages of ML and PL are not shown; numbers above the x-axis represent transcripts present in the indicated stage that are stage-specific (dark red), not shared with the previous stage (orange), or shared with the prior stage but missing in at least one other stage (yellow-green). Numbers below the x-axis represent transcripts present in the prior stage that were not detected in the current stage (green and blue).
Gene expression levels across different sample libraries.
| Significantly up-regulated | 17 | 48 | 68 | 32 | 75 | 103 | 2 | 15 | 6 |
| Up-regulated | 1873 | 1991 | 2083 | 2613 | 2055 | 2535 | 1384 | 1937 | 1661 |
| Not DEGs | 3372 | 3184 | 3207 | 3043 | 2940 | 2863 | 3089 | 3664 | 3855 |
| Down-regulated | 1471 | 1757 | 1494 | 1118 | 2190 | 1293 | 1929 | 1401 | 1443 |
| Significantly down-regulated | 13 | 14 | 12 | 4 | 33 | 9 | 17 | 7 | 8 |
| Total expression genes | 6746 | 6994 | 6864 | 6810 | 7293 | 6803 | 6421 | 7024 | 6973 |
Significantly up-regulated: log2Ratio, ≥1, and probability, ≥0.8; Up-regulated: log2Ratio, ≥1, and probability, <0.8; Not DEGs: genes not differentially expressed (0 ≤ |log2Ratio|<1); Down-regulated: log2Ratio, ≤ −1, and probability, <0.8; Significantly down-regulated: log2Ratio, ≤ −1, and probability, ≥0.8.
Figure 4Comparison of gene expression levels across all libraries. All genes mapped to the reference sequence were examined for differential expression across the libraries. ABML1 and ABPL1: apical bud of 3–4-leaf stage of monoecious and female lines, respectively; ABML2 and ABPL2: apices of 5–7-leaf stage of monoecious and pistillate lines; RML and RPL: small raceme (2–3 cm long) of monoecious and female lines. Red prism represented significantly up-regulated genes (log2Ratio, ≥1; probability, ≥0.8), yellow represented up-regulated genes (log2Ratio, ≥1; probability, <0.8), black showed not DEGs (log2Ratio, ≥0 and <1), light green indicated down-regulated genes (log2Ratio, ≤ −1; probability, <0.8) and green prism demonstrated significantly down-regulated genes (log2Ratio, ≤ −1; probability, ≥0.8).
Figure 5Hierarchical clustering (HCE) analysis of differentially expressed transcripts between monoecious and pistillate lines at three development periods (ABML1 vs. ABPL1, ABML2 vs. ABPL2, and RML vs. RPL. “a” was the control and “b” was experimental group in “a vs. b”). The clusters from A to I indicate the nine major clusters resulting from HCE analysis. Each line refers to data from one gene. The color bar represents the log10RPKM and ranges from green (low expression) to red (high expression).
Figure 6Hierarchical cluster analysis of DEGs between different developmental stages for the monoecious and female lines (ABML1 vs. ABML2, ABML2 vs. RML, ABPL1 vs. ABPL2, and ABPL2 vs. RPL. “a” was the control and “b” was experimental group in “a vs. b”). Each line refers to data from one gene. The color bar represents the log10RPKM and ranges from green (low expression) to red (high expression). The clusters from A to H indicate the eight major clusters resulting from HCE analysis.
Some selected differentially expressed genes detected by digital expression profiling in apical bud of castor bean.
| gi|255573875|ref|XM_002527811.1| | Dynamin-2A | −8.05 | −3.54 | −8.54 | |
| gi|255538885|ref|XM_002510462.1| | Auxin response factor (transcription DNA-dependent) | −3.58 | 1.00 | −3.66 | |
| gi|255546086|ref|XM_002514057.1| | PCI domain-containing protein | −3.66 | 3.58 | 4.84 | |
| gi|255543197|ref|XM_002512616.1| | ATP-binding protein | 1.15 | −6.23 | 4.84 | |
| gi|255550142|ref|XM_002516076.1| | Spermidine synthase (auxin transport, polyamine biosynthetic process) | −5.71 | 1.36 | −1.54 | |
| gi|255568254|ref|XM_002525056.1| | Xaa-pro amino peptidase (auxin transport) | −1.77 | 1.50 | −1.78 | |
| gi|255560413|ref|XM_002521176.1| | conserved hypothetical protein (ABA and carotenoid metabolic process) | −4.56 | 4.56 | 3.58 | |
| gi|255558565|ref|XM_002520262.1| | MADS box protein | −2.52 | −4.90 | −2.80 | |
| gi|255583281|ref|XM_002532359.1| | DNA-binding protein | 3.58 | 3.66 | 3.58 | |
| gi|255572532|ref|XM_002527155.1| | Axial regulator YABBY5 | −1.18 | 8.07 | 5.69 | |
| gi|255538455|ref|XM_002510247.1| | DNA-binding protein | −2.08 | 1.31 | 4.14 | |
| gi|255558973|ref|XM_002520464.1| | transcription initiation factor | 3.58 | −3.58 | 3.58 | |
| gi|255565967|ref|XM_002523926.1| | RNA polymerase sigma factor rpoD1 | −5.14 | −4.54 | 4.14 | |
| gi|255558989|ref|XM_002520472.1| | protein with unknown function | −1.15 | −1.80 | 3.58 | |
| gi|255538885|ref|XM_002510462.1| | Auxin response factor | −3.58 | 1.00 | −3.66 | |
| gi|255555566|ref|XM_002518774.1| | gcn4-complementing protein | −5.16 | −1.07 | −4.56 | |
| gi|255550049|ref|XM_002516030.1| | protein with unknown function | −4.92 | 3.62 | −1.57 | |
| gi|255585732|ref|XM_002533502.1| | Histidine-containing phosphotransfer protein | −5.39 | 4.87 | −3.62 | |
| gi|255584316|ref|XM_002532848.1| | Cyclic nucleotide-gated ion channel | −3.58 | 3.66 | −4.14 | |
| gi|255557726|ref|XM_002519847.1| | arginine/serine-rich splicing factor | −4.56 | 3.66 | 3.58 | |
| gi|255560126|ref|XM_002521035.1| | acid phosphatase | −2.42 | 1.27 | 1.90 | |
| gi|255539309|ref|XM_002510674.1| | −4.22 | 3.66 | −4.54 | ||
| gi|255577146|ref|XM_002529411.1| | 1,4-alpha-glucan branching enzyme | −1.02 | 4.20 | −3.62 | |
| gi|255588742|ref|XM_002534658.1| | DNA replication helicase dna2 | −1.45 | 5.71 | −1.96 | |
| gi|255568769|ref|XM_002525310.1| | sentrin/sumo-specific protease | −1.66 | 2.32 | 1.29 | |
| gi|255578470|ref|XM_002530054.1| | U4/U6 small nuclear ribonucleoprotein Prp4 | −6.24 | 4.20 | 4.22 | |
| gi|255544821|ref|XM_002513426.1| | sorting and assembly machinery (sam50) protein | −3.66 | 4.20 | 4.14 | |
| gi|255565532|ref|XM_002523711.1| | eukaryotic translation initiation factor 2c | −3.58 | 1.29 | 1.67 | |
| gi|255575536|ref|XM_002528623.1| | set domain protein | 2.78 | −4.20 | −4.14 | |
| gi|255553976|ref|XM_002517983.1| | DNA (cytosine-5)-methyltransferase | −4.89 | 3.58 | −3.62 | |
| gi|255558643|ref|XM_002520301.1| | s-adenosyl-methyltransferase mraw | 1.23 | 3.66 | 5.33 | |
Figure 7Quantitative RT-PCR validation of differential expressed genes. TPM, Transcription per million mapped reads. ABML1 and ABPL1, apical buds at 3–4-leaf stage of monoecious and pistillate lines; ABML2 and ABPL2, apical buds at 5–7-leaf stage of monoecious and pistillate lines; RML and RPL, infant raceme stage of monoecious and female lines. Relative expression levels were calculated using Actin as an internal control. Error bars indicate SE (n = 3).
Figure 8Levels of IAA, GAs, ABA, and JA hormones in the apices and racemes of the monoecious line and pistillate line. ML, monoecious line; PL, pistillate line; ABML1 and ABPL1, apical buds at 3–4-leaf stage of monoecious and pistillate lines; ABML2 and ABPL2, apical buds at 5–7-leaf stage of monoecious and pistillate lines; RML and RPL, infant raceme stage of monoecious and female lines; F.W., fresh weight. (A) IAA and GA4contents of apices and racemes for ML and PL; (B) JA and ABA levels in apices and racemes of ML and PL. Error bars indicate SE (n = 3); Asterisks indicate p < 0.05 (*) and p < 0.01 (**) between PL and ML in Duncan's test analysis.