| Literature DB >> 26352931 |
Honghua Su1, Yuming Cheng1, Zhongyang Wang2, Zhong Li1, David Stanley3, Yizhong Yang1.
Abstract
The cotton leaf roller, Sylepta derogata, is a silk-producing insect pest. While young larvae feed on the underside of leaves, the older ones roll cotton leaves and feed on the leaf edges, which defoliates cotton plants. The larvae produce silk to stabilize the rolled leaf and to balloon from used to new leaves. Despite the significance of silk in the biology of pest insect species, there is virtually no information on the genes involved in their silk production. This is a substantial knowledge gap because some of these genes may be valuable targets for developing molecular pest management technologies. We addressed the gap by posing the hypothesis that silk gland gene expression changes during the transition from larvae to pupae. We tested our hypothesis using RNA-seq to investigate changes in silk gland gene expression at three developmental stages, 5th instar larvae (silk producing; 15,445,926 clean reads), prepupae (reduced silk producing; 13,758,154) and pupae (beyond silk producing; 16,787,792). We recorded 60,298 unigenes and mapped 50,158 (larvae), 48,415 (prepupae) and 46,623 (pupae) of them to the NCBI database. Most differentially expressed genes in the 5th instar larvae/prepupae libraries were relevant to nucleotide synthesis and maintenance of silk gland function. We identified down-regulated transcriptional factors and several genes involved in silk formation in the three libraries and verified the expression pattern of eight genes by qPCR. The developmental- and tissue-specific expression patterns of the fibroin light chain gene showed it was highly expressed during the larval silk-producing stage. We recorded highest expression of this gene in the larval silk gland, compared to other tissues, including midgut, hindgut, epidermis, Malpighian tubes, hemolymph and fat body. These data are a genetic resource to guide selection of key genes that may be targeted for in planta and other gene-silencing technologies for sustainable cotton agriculture.Entities:
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Year: 2015 PMID: 26352931 PMCID: PMC4564283 DOI: 10.1371/journal.pone.0136868
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Primers used for qRT-PCR validation, all with Tm = 55°C. Gene IDs are in parenthesis.
| Gene | FForward primer (5’-3’) | Reverse primer (5’-3’) | Product (bp) |
|---|---|---|---|
| RIR2 (33086) |
|
| 131 |
| ACSL5 (26685) |
|
| 161 |
| RPP40 (35571) |
|
| 167 |
| XDH (53478) |
|
| 112 |
| GLCM (16903) |
|
| 101 |
| BRC1 (27009) |
|
| 131 |
| FMBP-1 (25262) |
|
| 127 |
| ESTJ (31375) |
|
| 138 |
Summary statistics of RNA-seq library sequencing and mapping.
| Larvae | Prepupae | Pupae | |
|---|---|---|---|
| Raw reads | 15,556,751 | 13,851,700 | 17,189,289 |
| Clean reads | 15,445,926 | 13,758,154 | 16,787,792 |
| Mapped reads | 14,037,862 | 12,223,263 | 11,721,016 |
| Mapped rate | 90.88% | 88.84% | 69.81% |
| Mapped gene number | 50,158 | 48,415 | 46,623 |
| Total gene number | 60,298 | 60,298 | 60,298 |
| Mapped gene rate | 83.18% | 80.29% | 77.32% |
Fig 1A pie chart showing proportions (with numbers in parentheses) of transcripts annotated by NR, Swiss-prot, NT and KEGG databases.
Fig 2A Venn diagram showing overlap of silk gland genes expressed in larval, prepupal and pupal stages. 5L represents fifth instar larvae.
Differentially Expressed Genes across all libraries.
| 5th instar larvae: Prepupae | Prepupae:Pupae | 5th instar larvae:Pupae | |
|---|---|---|---|
| Total | 38 | 355 | 309 |
| Up-regulated | 27 | 137 | 140 |
| Down-regulated | 11 | 218 | 169 |
Expression abundance of genes related to silk formation identified in the indicated citations. 5L = 5th instar larvae.
| Gene ID | 5L (RPKM) | Prepupae (RPKM) | Pupae (RPKM) | Function annotation | Cell function | Reference |
|---|---|---|---|---|---|---|
| 8810 | 1089.58 | 255.37 | 123.48 | fibroin heavy chain gene | Silk protein | [ |
| 23951 | 34112 | 25935 | 1604 | fibroin light chain | Silk protein | [ |
| 25262 | 8.99 | 23.91 | 12.82 | fibroin-modulator-binding protein-1 | Metabolism | [ |
| 31375 | 16.23 | 215.41 | 1.23 | juvenile hormone esterase | Endocrine signaling | [ |
| 43038 | 2.29 | 3.91 | 0.21 | juvenile hormone esterase precursor | Endocrine signaling | [ |
| 44378 | 22.01 | 0.02 | 0.58 | ecdysone oxidase | Endocrine signaling | [ |
| 33585 | 429.51 | 0.26 | 2.03 | Phosphatidylethanolamine binding protein (PEBP) | Cell signaling | [ |
Expression abundance of most differentially expressed transcription factors during larval to pupal development. Silk formation is highest in 5th instar larvae, lower in prepupae and does not occur in pupae.
| Gene ID | Fold change of gene expression | Function annotation |
|---|---|---|
|
| ||
| GFI1(37831) | -3.55 | protein binding/zinc ion binding/transcription regulatory region DNA binding/metal ion binding |
| ARRB1(44963) | 3.42 | protein binding/transcription factor |
| PTEN(33140) | 3.56 | cyclin-dependent kinase 3 (CDK3) |
| UHRF1(15676) | -3.55 | equence-specific DNA binding transcription factor activity/protein binding |
| APBB2(41696) | 3.43 | protein binding/transcription factor binding |
| APBB2(41695) | 3.41 | protein binding/transcription factor binding |
| MMP14(35672) | 7.77 | sequence-specific DNA binding transcription factor activity |
| MMP14(35673) | 8.40 | sequence-specific DNA binding transcription factor activity |
| MMP14(35674) | 8.24 | sequence-specific DNA binding transcription factor activity |
| MMP14(35675) | 8.10 | sequence-specific DNA binding transcription factor activity |
| MMP14(35676) | 8.11 | sequence-specific DNA binding transcription factor activity |
| KLF7(35676) | 6.21 | sequence-specific DNA binding transcription factor activity/transcription coactivator activity |
| TCP4(19504) | -4.28 | putative RNA polymerase II transcriptional coactivator |
| HR3(37751) | 6.43 | molt-regulating transcription factor |
| HR3(37750) | 6.41 | molt-regulating transcription factor |
| HR3(37749) | 7.14 | molt-regulating transcription factor HHR3 |
| HR3(37748) | 7.13 | molt-regulating transcription factor HHR3 |
|
| ||
| CLOCK(46823) | -4.25 | RNA polymerase II core promoter proximal region sequence-specific DNA binding transcription factor activity |
| CLOCK(46824) | -4.34 | RNA polymerase II core promoter proximal region sequence-specific DNA binding transcription factor activity |
| MDN1(52909) | 4.22 | transcription factor binding |
| MDN1(52910) | 4.18 | transcription factor binding |
| MDN1(52911) | 4.61 | transcription factor binding |
| MDN1(52912) | 4.55 | transcription factor binding |
| REST(43754) | 4.21 | RNA polymerase II core promoter proximal region sequence-specific DNA binding transcription factor |
| DNMT1(7480) | 4.19 | DNA cytosine-5 methyltransferase |
| KDM1A(23518) | 4.12 | transcription factor binding |
| 35426 | 4.08 | putative gonadotropin inducible transcription factor |
| HR3(37751) | -4.01 | molt-regulating transcription factor |
| HR3(37750) | -3.99 | molt-regulating transcription factor |
| HR3(37749) | -3.79 | molt-regulating transcription factor HHR3 |
| HR3(37748) | -3.78 | molt-regulating transcription factor HHR3 |
| ZNF83(44937) | -4.24 | putative KRAB box and zinc finger C2H2 type domain containing protein |
| ZGPAT(26481) | 3.93 | sequence-specific DNA binding transcription factor activity |
| ZGPAT(26482) | 3.90 | sequence-specific DNA binding transcription factor activity |
| RTF1(50796) | 3.98 | hypothetical protein KGM_10227 |
| RTF1(50798) | 3.78 | hypothetical protein KGM_10227 |
| 35424 | 3.64 | putative gonadotropin inducible transcription factor |
| MYNN(27584) | 4.92 | sequence-specific DNA binding transcription factor activity |
Twenty of highly differentially expressed annotated genes in the 5th instar larvae/ prepupae and prepupae/pupae libraries based on expressed tag frequency. “-”indicates down regulation.
| Gene ID | Fold Change of FPKM | Function Annotation |
|---|---|---|
|
| ||
| 33585 | -1395.299 | phosphatidylethanolamine binding protein isoform 2 |
| 41682 | 1245.514 | putative serine protease inhibitor dipetalogastin precursor |
| 31019 | -1081.801 | chemosensory protein |
| 30647 | 906.37 | yellow-d |
| 44378 | -899.634 | Putative ecdysone oxidase |
| 19984 | -559.535 | antennal esterase CXE10 |
| 26273 | -379.028 | hypothetical protein KGM_09786 |
| 20474 | 187.549 | hypothetical protein KGM_12610 |
| 46291 | 172.554 | AGAP010734-PA |
| 19938 | -157.702 | phosphatidylethanolamine-binding protein |
| 40494 | -137.058 | storage protein 1 |
| 12186 | -133.29 | Delta(11)-desaturase |
| 20329 | 130.737 | cytochrome P450 |
| 31363 | 102.857 | storage protein |
| 53481 | 87.582 | putative aldehyde oxidase |
| 53475 | 66.045 | aldehyde oxidase 1 |
| 41137 | -58.726 | dermal papilla derived protein 13 |
| 52992 | 56.416 | hypothetical protein KGM_05615 |
| 30920 | 56.4 | RNA-directed DNA polymerase from mobile element jockey-like |
|
| ||
| 22648 | 1268.855 | 32 kDa apolipoprotein precursor |
| 35675 | 1171.312 | interstitial collagenase (mmp1 gene), isoform 1 |
| 47659 | -1142.501 | glycosyltransferase 2 |
| 49378 | -1011.838 | aldehyde oxidase 1 |
| 46154 | -922.463 | peroxidase |
| 36399 | -605.506 | sugar transporter protein 3 |
| 36495 | -423.661 | unknownunsecreted protein |
| 46824 | -410.681 |
|
| 20329 | -394.512 | cytochrome P450 |
| 45414 | -359.119 | serine protease inhibitor 012 |
| 45413 | -338.997 | serine protease inhibitor 28 |
| 31409 | -279.435 | alanyl-tRNAsynthetase-like |
| 53012 | -298.819 | sugar transporter |
| 16572 | 265.327 | polyprotein-like |
| 41322 | -258.813 | dopa decarboxylase (DDC) |
| 45639 | -253.115 | voucher Ppy122 glucose phosphate dehydrogenase |
| 25098 | -242.412 | laccase 2 |
| 33067 | -229.186 | WAP, kazal, immunoglobulin, kunitz and NTR domain-containing protein 2 |
| 20474 | -191.098 | hypothetical protein KGM_12610 |
| 45335 | -186.907 | GTP-binding protein sar1 |
| 30704 | 168.487 | zinc finger protein 57 |
Fig 3qPCR validation of 8 genes from three CLR developmental stages. (a) Comparison of expression levels measured by RNAseq and qPCR for the selected 8 transcripts in three libraries (5L, Prepupae and Pupae; R2 = 0.3569). (b) Comparison of expression levels of eight genes recorded by RNAseq and qPCR. Each panel shows gene expression on the left y-axis, determined by RPKM, and relative gene expression determined by qPCR on the right y-axis.
Fig 4Expression pattern of a fibroin light chain gene at the indicated CLR developmental stages. Insect life stages are indicated on the vertical axis and relative gene expression (as fold-change) on the horizontal axis. Histogram bars annotated with the same letter are not significantly different.
Expression pattern of fibroin light chain gene in different tissues of CLR.
| Tissue | Relative expression | df | F | p |
|---|---|---|---|---|
| midgut | 1.20±0.424 bB | |||
| hindgut | 3.67±1.995 bB | |||
| fat body | 1.89±0.465 bB | |||
| epidermis | 0.18±0.043 bB | 6,20 | 20.629 | 0.0001 |
| Malpighian tubes | 1.19±0.457 bB | |||
| silk gland | 2368.95±521.214 aA | |||
| hemolymph | 1.56±0.293 bB |