| Literature DB >> 23626680 |
Billy Fossog Tene1, Rodolphe Poupardin, Carlo Costantini, Parfait Awono-Ambene, Charles S Wondji, Hilary Ranson, Christophe Antonio-Nkondjio.
Abstract
BACKGROUND: In the city of Yaoundé in Cameroon malaria is predominately transmitted by the M and S molecular forms of Anopheles gambiae and both are resistant to the pyrethroid insecticides and DDT. Mutations in the target site of these insecticides, present at a high frequency in malaria vectors in this city, contribute to this resistance profile. To identify additional resistance mechanisms, the expression profile of multiple DDT-resistant field populations of M and S molecular forms was compared to laboratory-susceptible populations. METHODOLOGY/PRINCIPALEntities:
Mesh:
Substances:
Year: 2013 PMID: 23626680 PMCID: PMC3634070 DOI: 10.1371/journal.pone.0061408
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Molecular forms distribution, mortality after exposition to DDT 4% and Kdr allele frequency in An. gambiae populations from Yaoundé.
| Collection sites | N | Molecular forms | % Mortality | Freq L1014F in survivors |
| Nkolondom | 128 | S | 3.9% | 100% |
| Messa | 208 | M | 54.3% | 29% |
| Gare | 79 | M | 38% | 78% |
| Ngousso | 100 | M | 92% | |
| Kisumu | 100 | S | 98% |
N, number of mosquitoes processed.
Figure 1Volcano plots showing differential gene expression profile between DDT resistant and susceptible populations.
Pairwise comparison between A: Ngousso vs Messa (M form, unpolluted site), B: Ngousso vs Gare (M form, polluted site) and C: Kisumu vs Nkolondom (S form, cultivated site). Vertical lines indicate 2 fold expression difference in either direction (−1>log2FC>1). The plain horizontal line indicates significance threshold (P<0.01).
Figure 2Genes differentially transcribed in each population (Genes showing a transcription ratio ≥2-fold in either direction comparatively to the susceptible strain and a corrected Pvalue<0.01).
The number of transcripts is indicated for each area of the Venn diagram. Nkolondom (agricultural cultivated sites), Gare (polluted sites), Messa (unpolluted sites).
Transcript ID and putative functions of genes showing the highest over expression rate in comparisons between Messa (unpolluted) vs Ngousso (Ngus), Gare (polluted) vs Ngousso (Ngus) and Nkolondom ((Nkol) cultivated sites) vs Kisumu (Kis); FC: Fold Change.
| S form | M form | ||||||
| Kis-Nkol | Ngus-Gare | Ngus-Messa | |||||
| Transcript ID | Description | F C | Pvalue | F C | Pvalue | F C | Pvalue |
| AGAP008212-RA | CYP6M2 | 10.15 | 0.002 | 5.06 | 0.002 | 3.01 | 0.009 |
| AGAP000818-RA | CYP9K1 | 3.96 | 0.005 | 3.67 | 0.003 | 4.13 | 0.009 |
| AGAP004380-RA | GSTD1-6 | 2.52 | 0.007 | 2.01 | 0.004 | 3 | 0.003 |
| AGAP002865-RA | CYP6P3 | 3.36 | 0.001 | 8.24 | 0.008 | ||
| AGAP002867-RA | CYP6P4 | 4.5 | 0.008 | 6.36 | 0.002 | ||
| AGAP007990-RA | glucosyl glucuronosyl transferases | 3.24 | 0.001 | 8.66 | 0.004 | ||
| AGAP004164-RC | GSTD1-4 | 3.15 | 0.005 | 2.01 | 0.006 | ||
| AGAP008217-RA | CYP6Z3 | 3.11 | 0.006 | 3.86 | 0.001 | ||
| AGAP005837-RA | COEJHE5E | 6.1 | 0.004 | ||||
| AGAP006379-RA | ABCA1 | 4.67 | 0.002 | ||||
| AGAP009946-RA | GSTMS3 | 4.61 | 0.001 | 3.9 | 0.009 | ||
| AGAP008213-RA | CYP6M3 | 4.11 | 0.003 | ||||
| AGAP002417-RA | CYP4AR1 | 3.93 | 0.004 | ||||
| AGAP013121-RB | glucosyl glucuronosyl transferases | 3.57 | 0.002 | ||||
| AGAP006364-RA | ABCB4 | 3.34 | 0.002 | ||||
| AGAP004163-RA | GSTD7 | 3.29 | 0.004 | ||||
| AGAP005834-RA | COEJHE2E | 3.27 | 0.009 | ||||
| AGAP004382-RA | GSTD3 | 2.98 | 0.002 | ||||
| AGAP012293-RA | CYP9L3 | 2.78 | 0.009 | ||||
| AGAP000500-RA | NADPH P450 reductase | 2.76 | 0.009 | ||||
| AGAP007588-RA | glucosyl glucuronosyl transferases | 2.23 | 0.008 | ||||
| AGAP005749-RA | GSTO1 | 2.06 | 0.003 | ||||
| AGAP008437-RA | ABCC8 | 2.01 | 0.003 | ||||
| AGAP012296-RA | CYP9J5 | 7.99 | 0.003 | ||||
| AGAP008218-RA | CYP6Z2 | 5.76 | 0.003 | ||||
| AGAP011518-RA | ABCA4 | 5.42 | 0.009 | ||||
| AGAP004164-RD | GSTD1-3 | 2.84 | 0.005 | ||||
| AGAP005753-RA | glucosyl glucuronosyl transferases | 2.7 | 0.002 | ||||
| AGAP002863-RA | COEAE6O | 2.63 | 0.003 | ||||
| AGAP002862-RA | CYP6AA1 | 2.46 | 0.006 | ||||
| AGAP002866-RA | CYP6P5 | 5.43 | 0.006 | ||||
| AGAP002419-RA | CYP4D22 | 3.87 | 0.009 | ||||
| AGAP010414-RA | CYP4C28 | 2.96 | 0.009 | ||||
| AGAP000163-RA | GSTMS2 | 2.13 | 0.003 | ||||
| AGAP006228-RA | COEAE2F | 2.07 | 0.006 | ||||
| AGAP005756-RA | COEAE1D | 2.7 | 0.003 | ||||
qPCR validation of microarray results.
| Nkolondom (Cultivated sites) | Gare (Polluted sites) | Messa (Unpolluted sites) | |||||||
| Microarray | qPCR | Microarray | qPCR | Microarray | qPCR | ||||
| Transcripts | F C | F C | 95% CI | F C | F C | 95% CI | F C | F C | 95% CI |
| CYP6Z3 | 3.11 | 2.49 | 2.3–2.7 | 3.86 | 3.6 | 2.06–5.3 | 3.05 (NS) | 7.54 | 1.67–13.42 |
| CYP6M2 | 10.15 | 78.12 | 71.52–84.72 | 5.06 | 14.60 | 4.5–24.7 | 3.01 | 9.25 | 3.07–15.43 |
| CYP6P3 | 3.36 | 13.73 | 3.06–24.39 | 8.24 | 9.80 | 4.8–14.76 | 5.37(NS) | 5.6 | 0.85–12.07 |
| CYP9K1 | 3.96 | 2.41 | 0.37–4.13 | 3.67 | 4.32 | 3.13–5.52 | 4.13 | 2.47 | 1.67–3.26 |
| CYP6P4 | 4.5 | 5.69 | 3.44–7.94 | 6.36 | 4.49 | 1.82–7.17 | 5.4 (NS) | 3.55 | 0.27–6.84 |
| CYP6Z2 | 1.44 (NS) | 4.65 | 4.59–5.2 | 5.76 | 2.09 | 2.05–2.26 | 3.43 (NS) | 4.77 | 4.69–5.17 |
| GSTD1-6 | 2.52 | 1.10 | 0.49–1.71 | 2.01 | 1.95 | 1.64–2.25 | 3 | 4.15 | 3.07–5.23 |
FC, fold change; NS, non significant;
, Significant (confidence interval not overlapping with the susceptible); 95% CI, 95% confidence interval.
Figure 3Venn diagram showing the insecticide resistance candidate genes over-transcribed in at least one condition.
Enzymes proven to metabolize insecticides are marked with an asterisk. Size of the squares is correlated to the level of DDT resistance.
GOTERM categories and functions of genes associated with the detoxification process found significantly enriched (terms showing a minimum count threshold of 2 and an Ease score (Pvalue<0.05); FE: Fold Enrichment).
| Category | Go-terms functions | FE | Pvalue |
|
| |||
| GOTERM_MF_FAT | GO:0004364 Glutathione transferase activity | 16.24 | 1.1 E-03 |
| INTERPRO | IPR001424 Superoxide dismutase, copper/zinc binding | 12.67 | 2.0 E-02 |
| GOTERM_MF_FAT | GO:0004784 Superoxide dismutase activity | 12.18 | 2.2 E-02 |
| GOTERM_MF_FAT | GO:0016721 Oxidoreductase activity acting on superoxide radicals as receptor | 12.18 | 2.2 E-02 |
| GOTERM_BP_FAT | GO:0006749 Glutathione metabolic process | 11.66 | 2.4 E-02 |
| GOTERM_BP_FAT | GO:0006801 Superoxide metabolic process | 9.72 | 3.4 E-02 |
| SP_PIR_KEYWORD | Postsynaptic cell membrane | 5.05 | 5.7 E-03 |
| SP_PIR_KEYWORD | Synapse | 4.67 | 8.0 E-03 |
| PIR_Super family | PIRSF000503 Glutathione S transferase | 4.63 | 4.9 E-02 |
| INTERPRO | IPR004045 Glutathione S transferase N terminal | 4.22 | 1.2 E-02 |
| GOTERM_CC_FAT | GO:0045211 Postsynaptic membrane | 3.85 | 3.5 E-03 |
| INTERPRO | IPR017933 Glutathione S transferase/chloride channel C-terminal | 3.84 | 1.8 E-02 |
| INTERPRO | IPR004046 Glutathione S transferase C-terminal | 3.64 | 4.6 E-02 |
| GOTERM_CC_FAT | GO:0044456 Synapse part | 3.30 | 8.5 E-03 |
| GOTERM_CC_FAT | GO:0045202 Synapse | 2.95 | 1.6 E-02 |
| INTERPRO | IPR017972 Cytochrome P450 conserved site | 2.51 | 1.7 E-02 |
| INTERPRO | IPR017973 Cytochrome P450 C-terminal region | 2.48 | 1.9 E-02 |
| INTERPRO | IPR001128 Cytochrome P450 | 2.37 | 1.7 E-02 |
| SP_PIR_KEYWORDS | Monooxygenase | 2.37 | 3.6 E-02 |
|
| |||
| KEGG_Pathway | Aga00980: Metabolism of xenobiotic by cytochrome P450 | 17.17 | 4.0 E-03 |
| KEGG_Pathway | Aga00982: Drug metabolism | 14.71 | 1.5 E-02 |
| INTERPRO | IPR004045: Glutathione S-transferase, N terminal | 5.06 | 4.3 E-02 |
| SP_PIR_KEYWORDS | Monooxygenase | 4.43 | 9.1 E-04 |
| INTERPRO | IPR017972: Cytochrome P450 conserved site | 4.07 | 1.6 E-03 |
| INTERPRO | IPR017973: Cytochrome P450 C-terminal region | 4.02 | 1.7 E-03 |
| INTERPRO | IPR002401: Cytochrome P450 E-class, group I | 3.89 | 4.3 E-03 |
| SP_PIR_KEYWORDS | Heme | 3.51 | 4.0 E-03 |
| INTERPRO | IPR002401: Cytochrome P450 | 3.49 | 4.1 E-03 |
| GOTERM_MF_FAT | GO:0046906 Tetrapyrrole binding | 2.72 | 6.7 E-03 |
| GOTERM_MF_FAT | GO:0020037 Heme binding | 2.72 | 6.7 E-03 |
|
| |||
| INTERPRO | IPR002401: Cytochrome P450 E-class group I | 5.03 | 1.7 E-02 |
| INTERPRO | IPR017972: Cytochrome P450 conserved site | 4.67 | 2.2 E-02 |
| INTERPRO | IPR017973: Cytochrome P450 C-terminal region | 4.62 | 2.2 E-02 |
| INTERPRO | IPR001128: Cytochrome P450 | 4.00 | 3.5 E-02 |