| Literature DB >> 30717423 |
Minghui Jin1,2, Chongyu Liao3, Swapan Chakrabarty4, Kongming Wu5, Yutao Xiao6.
Abstract
Crystalline (Cry) proteins from Bacillus thuringiensis (Bt) are widely used in sprays and transgenic crops to control insect pests, but the evolution of insect resistance threatens their long-term use. Different resistance mechanisms have been identified, but some have not been completely elucidated. Here, the transcriptome of the midgut and proteome of the peritrophic matrix (PM) were comparatively analyzed to identify potential mechanism of resistance to Cry1Ac in laboratory-selected strain XJ10 of Helicoverpa armigera. This strain had a 146-fold resistance to Cry1Ac protoxin and 45-fold resistance to Cry1Ac activated toxin compared with XJ strain. The mRNA and protein levels for several trypsin genes were downregulated in XJ10 compared to the susceptible strain XJ. Furthermore, 215 proteins of the PM were identified, and nearly all had corresponding mRNAs in the midgut. These results provide new insights that the PM may participate in Bt resistance.Entities:
Keywords: Bt; Helicoverpa armigera; midgut; peritrophic matrix; proteome; transcriptome
Mesh:
Substances:
Year: 2019 PMID: 30717423 PMCID: PMC6409725 DOI: 10.3390/toxins11020092
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Effects of Cry1Ac protoxin and activated toxin on mortality of H. armigera larvae of resistant strain XJ10 and susceptible strain XJ.
| Strain | Form of Cry1Ac | LC50 a (95% Confidence Limits) | Resistance Ratio b |
|---|---|---|---|
| XJ | protoxin | 8.41 (6.31–11.25) | 1 |
| XJ10 | protoxin | 1233.91 (923.58–1665.62) | 146.79 |
| XJ | activated toxin | 7.16 (5.25–9.76) | 1 |
| XJ10 | activated toxin | 322.48 (248.42–417.66) | 45.05 |
a Concentration killing 50% with 95% fiducial limits in ng Cry1Ac per g diet. b Resistance ratio, LC50 for XJ10 divided by LC50 for XJ.
Figure 1Transcriptomic difference between strain XJ10 and XJ. (A) Fold-changes on the x-axis represent the ratio of transcript abundance between strain XJ10 and XJ. Differentially expressed transcripts are highlighted in green (down-regulated) and red (up-regulated), respectively on the Volcano plot. (B) Gene Ontology (GO) classification of genes differentially expressed between XJ10 and XJ strain and grouped into hierarchically structured GO terms biological process, cellular component, and molecular function.
Partial list of Bt-resistance-associated genes that are differentially expressed (DEGs) between XJ10 and XJ strain.
| Gene ID | FC a | Padj Value | Description | Mechanisms |
|---|---|---|---|---|
| XM_021337885.1 | 2.53 | 1.44 × 10−6 | trypsin | Altered activation of Cry toxins |
| XM_021345079.1 | 1.54 | 3.60 × 10−17 | trypsin-like protease | |
| XM_021337887.1 | −2.69 | 7.99 × 10−10 | trypsin | |
| XM_021340602.1 | −3.56 | 5.44 × 10−9 | trypsin T4 | |
| XM_021340597.1 | −4.29 | 3.58 × 10−26 | trypsin | |
| XM_021342117.1 | −4.59 | 6.80 × 10−11 | trypsin-like proteinase T2α | |
| XM_021340588.1 | −8.89 | 0.000297197 | trypsin | |
| XM_021345839.1 | 2.41 | 6.13 × 10−24 | chymotrypsin | |
| XM_021345877.1 | 1.96 | 1.30 × 10−11 | chymotrypsin-like protease | |
| XM_021334546.1 | −5.27 | 3.40 × 10−24 | chymotrypsin | |
| XM_021345783.1 | −5.53 | 3.39 × 10−67 | chymotrypsin-like protease | |
| XM_021337546.1 | 2.03 | 1.97 × 10−5 | esterase E4-like | Sequestering the toxin |
| XM_021334360.1 | −1.70 | 5.59 × 10−10 | ABC transporter G family 23 | ABCs |
| XM_021345614.1 | 2.02 | 8.88 × 10−19 | ABCC1 protein | |
| XM_021334935.1 | −1.81 | 1.17 × 10−11 | Polycalin | Binding proteins |
| XM_021337081.1 | 1.66 | 1.17 × 10−10 | aminopeptidase N1 | |
| XM_021339316.1 | 2.24 | 6.29 × 10−11 | alkaline phosphatase 2 |
a Fold change of DEGs, positive value indicates up-regulation while negative value denotes down-regulation.
Figure 2qRT-PCR validation of eight Bt-resistance-related genes differentially expressed between XJ10 and XJ strain. The mRNA levels were compared using Student’s t-test (* P < 0.05, ** P < 0.01).
Proteins identified from the peritrophic matrix of H. armigera.
| Name | Number of Distinct Peptides | MS/MS Number | Sequence Coverage (%) | Predicted MW (kDa) | Accession Number |
|---|---|---|---|---|---|
|
| |||||
| mucin 17-like | 1 | 6 | 0.3 | 639.67 | XM_021332791.1 |
| chitin deacetylase 5a | 3 | 12 | 7.4 | 45.297 | XM_021341184.1 |
| insect intestinal mucin 2 | 6 | 32 | 7.3 | 121.82 | XM_021326099.1 |
|
| |||||
| chymotrypsin-like protease C9 | 5 | 8 | 21.1 | 38.71 | XM_021335717.1 |
| trypsin, alkaline C-like | 1 | 1 | 3.9 | 27.167 | XM_021337856.1 |
| trypsin | 1 | 4 | 4.3 | 27.749 | XM_021337869.1 |
| trypsin-like protease | 2 | 2 | 11.9 | 26.816 | XM_021337877.1 |
| trypsin-like protease | 2 | 3 | 7.5 | 26.86 | XM_021337879.1 |
| trypsin | 1 | 1 | 6.5 | 26.217 | XM_021338513.1 |
| trypsin-7-like | 1 | 0 | 2.4 | 32.302 | XM_021340310.1 |
| trypsin T2a | 3 | 8 | 14.3 | 27.81 | XM_021340589.1 |
| trypsin | 1 | 4 | 2.7 | 27.549 | XM_021340592.1 |
| trypsin-like protease | 5 | 13 | 23.9 | 27.503 | XM_021340596.1 |
| trypsin-like protease | 7 | 142 | 44.9 | 26.916 | XM_021340599.1 |
| trypsin T4 | 2 | 6 | 11 | 26.772 | XM_021340602.1 |
| trypsin 2 | 1 | 2 | 3.3 | 32.037 | XM_021344969.1 |
| chymotrypsin | 3 | 3 | 14.6 | 30.518 | XM_021345778.1 |
| chymotrypsinogen | 6 | 2 | 21.4 | 30.834 | XM_021345781.1 |
| chymotrypsin-like protease C8 | 1 | 4 | 6.2 | 30.106 | XM_021345791.1 |
| chymotrypsin-like protease | 2 | 6 | 13.7 | 32.376 | XM_021345818.1 |
| chymotrypsin-like protease | 1 | 2 | 8.6 | 29.92 | XM_021345819.1 |
|
| |||||
| carboxypeptidase B-like | 2 | 3 | 4.4 | 48.983 | XM_021328067.1 |
| carboxypeptidase precursor | 1 | 1 | 1.9 | 47.903 | XM_021330765.1 |
| carboxypeptidase B precursor | 2 | 3 | 5.1 | 48.318 | XM_021330831.1 |
| carboxypeptidase A | 1 | 2 | 2.8 | 48.526 | XM_021330834.1 |
| carboxypeptidase | 1 | 1 | 1.6 | 42.284 | XM_021330844.1 |
| carboxypeptidase | 3 | 5 | 10.3 | 47.935 | XM_021330848.1 |
| aminopeptidase N | 5 | 14 | 5 | 114.37 | XM_021337080.1 |
| aminopeptidase N | 4 | 8 | 4.2 | 112.81 | XM_021337081.1 |
| alpha-amylase | 1 | 1 | 2 | 56.009 | XM_021332568.1 |
|
| |||||
| serine protease inhibitor 5 | 1 | 2 | 2.8 | 45.123 | XM_021327264.1 |
| serine protease 24 | 2 | 2 | 6.6 | 43.33 | XM_021330937.1 |
| serine protease inhibitor | 1 | 1 | 1.6 | 88.323 | XM_021334028.1 |
| diverged serine protease | 4 | 13 | 13.3 | 27.289 | XM_021338518.1 |
| transmembrane protease serine 9-like | 2 | 18 | 2.5 | 79.868 | XM_021338520.1 |
| serine protease | 6 | 37 | 45.7 | 26.952 | XM_021340600.1 |
| serine protease inhibitor 3 isoform X1 | 1 | 1 | 1.5 | 106.56 | XM_021343251.1 |
| diverged serine protease | 5 | 13 | 22.1 | 25.554 | XM_021344422.1 |
| serine protease 52 | 1 | 3 | 4.7 | 27.001 | XM_021344467.1 |
| serine protease 3, partial | 3 | 5 | 10.7 | 30.739 | XM_021345780.1 |
| lipase | 3 | 9 | 14.2 | 30.739 | XM_021326676.1 |
| neutral lipase | 1 | 1 | 3.3 | 36.909 | XM_021331172.1 |
| neutral lipase | 1 | 2 | 3.6 | 36.476 | XM_021331174.1 |
| neutral lipase | 2 | 5 | 7.2 | 36.476 | XM_021331175.1 |
| pancreatic lipase 2 | 2 | 2 | 5.7 | 38.096 | XM_021338421.1 |
| lipase | 1 | 1 | 2.4 | 36.224 | XM_021338439.1 |
| pancreatic lipase 2 | 2 | 1 | 8.7 | 36.224 | XM_021343929.1 |
| neutral lipase | 1 | 2 | 3.6 | 35.29 | XM_021344621.1 |
| inactive lipase | 1 | 2 | 5.7 | 30.895 | XM_021344707.1 |
|
| |||||
| tubulin alpha-1 chain-like | 1 | 2 | 2 | 49.819 | XM_021338879.1 |
|
| |||||
| fatty acid-binding protein 3 | 4 | 4 | 33.3 | 14.744 | XM_021333801.1 |
| fatty acid-binding protein 2 | 2 | 2 | 16.4 | 15.066 | XM_021341051.1 |
| fatty acid-binding protein 1 | 1 | 1 | 9.7 | 14.986 | XM_021341061.1 |
| fatty acid-binding protein 2 | 2 | 3 | 4 | 101.47 | XM_021341064.1 |
| polycalin | 1 | 2 | 0.8 | 101.47 | XM_021334936.1 |
|
| |||||
| arylphorin | 8 | 19 | 11 | 82.226 | XM_021340131.1 |
| arylphorin | 5 | 4 | 4.9 | 82.28 | XM_021340132.1 |
|
| |||||
| heat shock protein 90 | 2 | 2 | 1.8 | 82.63 | XM_021341131.1 |
| heat shock protein | 3 | 7 | 5.5 | 73.029 | XM_021332476.1 |
|
|
Figure 3GO analysis of the functional categories of proteins identified from PM. (A) Distribution of enriched biological processes (BP). (B) Distribution of cell component (CC) enrichment. (C) Distribution of molecular function (MF) enrichment.
Proteins differentially expressed between XJ10 and XJ strain with a fold-change >1.5 and P-value < 0.05.
| Gene ID | FC a | Padj Value | mRNA FC | Description |
|---|---|---|---|---|
| XM_021332568.1 | 21.08226 | 0.033424 | 0.24 | alpha-amylase 2-like |
| XM_021341184.1 | 2.195151 | 0.03154 | 0.13 | chitin deacetylase 5α |
| XM_021328621.1 | 1.576713 | 0.0048 | −0.45 | unconventional myosin-XV isoform X2 |
| XM_021337877.1 | −1.86068 | 0.006606 | −0.91 | trypsin-like protease |
| XM_021337869.1 | −2.20431 | 0.018165 | −7.22 | trypsin |
| XM_021340592.1 | −2.73246 | 0.025215 | −1.36 | trypsin |
| XM_021337879.1 | −4.27566 | 0.035587 | - | trypsin-like protease |
| XM_021330834.1 | −22.6429 | 0.000219 | 1.40 | carboxypeptidase A |
| XM_021340037.1 | −23.7458 | 0.011483 | −1.53 | uncharacterized protein |
| XM_021345819.1 | −24.6671 | 0.036741 | −0.62 | chymotrypsin-like protease |
| XM_021345818.1 | −25.2913 | 0.032925 | −0.02 | chymotrypsin-like protease |
| XM_021340602.1 | −28.7418 | 0.017556 | −3.56 | trypsin T4 |
a Fold change of DEGs, positive value indicates up-regulation while negative value denotes down-regulation.
Figure 4Changes in mRNA and cognate protein abundance between midgut and PM. Relative change in abundance (XJ10/XJ) is shown on a log2 scale. Each letter denotes ratio of abundance of mRNA to protein: e, no significant change in both mRNA and protein; c and g, the expression of mRNA and protein with the same trend; and a, b, d, f, h and i, the expression of mRNA and protein with opposite trends.