Background
Methods
Samples description
Study area and mosquito collection
Microarrays
Quantitative reverse transcriptase PCR
Probe name | Systematic name | Burkina-Faso | Pahou | Description | |
---|---|---|---|---|---|
Rddt-S | Rddt-S | C-S | |||
CUST_1822_PI406199769 | combined_c920 (Gste2) | 3.3 | 35.6 | 11.9 | Glutathione-s-transferase gst |
CUST_9502_PI406199769 | combined_c4812 | 3.0 | 2.8 | 2.1 | Short-chain dehydrogenase |
CUST_2953_PI406199769 | combined_c1489 | 2.1 | 3.6 | 3.0 | Argininosuccinate lyase |
CUST_111_PI406199775 | CYP4D26 | 2.0 | 2.1 | 3.3 | Cytochrome p450 |
CUST_13272_PI406199769 | combined_c6791 | 6.6 | 2.6 | Cytochrome p450 | |
CUST_2464_PI406199772 | CD578169.1 | 2.4 | 3.7 | Trypsin | |
CUST_15002_PI406201128 | AGAP007662-RA___2L | 2.2 | 4.7 | Short-chain dehydrogenase | |
CUST_15001_PI406201128 | AGAP007662-RA | 2.2 | 6.1 | Short-chain dehydrogenase | |
CUST_48_PI406199775 | CYP6z3 | 2.1 | 2.5 | Cytochrome p450 | |
CUST_3754_PI406199772 | CD577506.1 | 3.4 | 4.1 | Cuticle protein | |
CUST_639_PI406199788 | gb-GSTS1_2 | 3.4 | 3.6 | Glutathione s-transferase | |
CUST_7429_PI406199769 | combined_c3760 | 2.8 | 3.2 | Chymotrypsin 1 | |
CUST_7428_PI406199769 | combined_c3760 | 2.4 | 3.5 | Chymotrypsin 1 | |
CUST_1963_PI406199772 | CD664227.1 | 2.2 | 2.5 | Alcohol dehydrogenase | |
CUST_633_PI406199788 | gb-GSTO1 | 2.1 | 2.1 | Glutathione s-transferase | |
CUST_102_PI406199788 | gb-COE15O | 2.1 | 3.2 | Carboxylesterase | |
CUST_4649_PI406199798 | AGAP003343-RA___2R | 2.1 | 2.1 | Cytochrome p450 | |
CUST_4923_PI406199772 | BU038981 | 2.0 | 2.1 | Alcohol dehydrogenase | |
CUST_483_PI406199788 | gb-CYP6Z4 | 2.0 | 2.2 | Cytochrome p450 | |
CUST_3109_PI406199772 | CD577844.1 | 5.0 | 2.0 | Cuticle protein | |
CUST_3835_PI406199772 | CD577459.1 | 4.7 | 2.4 | Cuticle protein | |
CUST_9503_PI406199769 | combined_c4812 | 3.2 | 2.5 | Short-chain dehydrogenase | |
CUST_14376_PI406199769 | combined_c7513 | 2.6 | 3.5 | Glutathione transferase | |
CUST_345_PI406199788 | gb-CYP4D17 | 2.5 | 3.1 | Cytochrome p450 | |
CUST_2520_PI406199772 | CD578141.1 | 2.5 | 2.2 | Short-chain dehydrogenase | |
CUST_2550_PI406199769 | combined_c1287 | 2.3 | 2.8 | Aldehyde dehydrogenase | |
CUST_2551_PI406199769 | combined_c1287 | 2.3 | 3.5 | Aldehyde dehydrogenase | |
CUST_7029_PI406199769 | combined_c3556 | 2.2 | 2.3 | Cytochrome p450 | |
CUST_2914_PI406199772 | CD577943.1 | 2.2 | 2.3 | Short-chain dehydrogenase | |
CUST_1090_PI406199798 | AGAP000881-RA___X | 2.1 | 2.3 | Aldehyde dehydrogenase | |
CUST_1964_PI406199772 | CD664227.1 | 2.0 | 2.6 | Alcohol dehydrogenase | |
CUST_5005_PI406199798 | AGAP003680-RA___2R | 3.7 | Abc transporter | ||
CUST_7696_PI406199798 | AGAP008141-RA___3R | 2.5 | Argininosuccinate lyase | ||
CUST_10700_PI406199798 | AGAP009850-RA___3R | 2.3 | Abc transporter | ||
CUST_3946_PI406199772 | CD577403.1 | 2.2 | Glutathione s-transferase | ||
CUST_4649_PI406199798 | AGAP003343-RA___2R | 2.1 | Cytochrome p450 | ||
CUST_8727_PI406199769 | combined_c4419 | 2.1 | Abc transporter | ||
CUST_12208_PI406199769 | combined_c6213 | 2.0 | Argininosuccinate lyase | ||
CUST_44_PI406199775 | CYP6z1 | 3.5 | Cytochrome p450 | ||
CUST_27_PI406199775 | CYP6P9a | 2.6 | Cytochrome p450 | ||
CUST_11_PI406199775 | CYP6P1 | 2.1 | Cytochrome p450 | ||
CUST_13469_PI406199769 | combined_c6910 | 2.1 | Glutathione s-transferase e2 | ||
CUST_3488_PI406199769 | combined_c1762 | 2.1 | Abc transporter | ||
CUST_402_PI406199788 | gb-CYP6AA2 | 3.6 | Cytochrome p450 | ||
CUST_353_PI406199788 | gb-CYP4G17 | 2.9 | Cytochrome p450 | ||
CUST_375_PI406199788 | gb-CYP4H24 | 2.9 | Cytochrome p450 | ||
CUST_3620_PI406199772 | CD577573.1 | 2.8 | Glutathione s-transferase | ||
CUST_277_PI406199788 | gb-CYP325D1 | 2.8 | Cytochrome p450 | ||
CUST_374_PI406199788 | gb-CYP4H24 | 2.8 | Cytochrome p450 | ||
CUST_386_PI406199788 | gb-CYP4J10 | 2.6 | Cytochrome p450 | ||
CUST_401_PI406199788 | gb-CYP6AA2 | 2.5 | Cytochrome p450 | ||
CUST_237_PI406199788 | gb-CYP305A3 | 2.5 | Cytochrome p450 | ||
CUST_372_PI406199788 | gb-CYP4H19 | 2.3 | Cytochrome p450 | ||
CUST_431_PI406199788 | gb-CYP6M3 | 2.2 | Cytochrome p450 | ||
CUST_5107_PI406201128 | AGAP002204-RA_CYP325D1 | 2.1 | Cytochrome p450 | ||
CUST_407_PI406199788 | gb-CYP6AF1/2 | 2.0 | Cytochrome p450 | ||
CUST_3938_PI406199772 | CD577407.1 | 2.0 | Glutathione s-transferase |
Genotyping of L119F-GSTe2 resistance
Genetic diversity of GSTe2 across Benin
Results
Susceptibility profiles to insecticides
Genome-wide transcription microarray analysis
Pahou | Kpome | ||||||
---|---|---|---|---|---|---|---|
Probe name | Systematic name | R-S | Rddt-S | Ortholog in An. gambiae | Description | ||
CUST_9227_PI426302897 | Afun009227 | 29.2 | 22.2 | AGAP008141-PA | Argininosuccinate lyase | ||
CUST_13921_PI426302897 | Afun013921 | 27.4 | 17.3 | AGAP006709-PA | Chymotrypsin 1 | ||
CUST_500_PI426302897 | Afun000500 | 17.1 | 36.2 | NA | Glycogenin | ||
CUST_11037_PI426302897 | Afun011037 | 13.1 | 6.5 | AGAP003581-PA | Alcohol dehydrogenase | ||
CUST_45_PI426302897 | Afun000045 (GSTE2) | 12.2 | 13.3 | AGAP009194-PA | Glutathione-s-transferase gst | ||
CUST_1459_PI406199769 | combined_c738 | 10.9 | 14.9 | Short-chain dehydrogenase | |||
CUST_4223_PI426302897 | Afun004223 | 9.5 | 12.8 | AGAP008358-PA | Cytochrome p450 4d1 | ||
CUST_1822_PI406199769 | combined_c920 | 9.4 | 11.5 | Glutathione-s-transferase gst | |||
CUST_7769_PI426302897 | Afun007769 (CYP9K1) | 6.1 | 3.0 | AGAP000818-PA | Cytochrome p450 cyp9k1 | ||
CUST_1392_PI426302897 | Afun001392 | 6.0 | 2.5 | NA | Glycine dehydrogenase | ||
CUST_6930_PI426302897 | Afun006930 (CYP6M7) | 4.9 | 4.0 | AGAP008212-PA | Cytochrome p450 6a8 | ||
CUST_8445_PI426302897 | Afun008445 (GSTE4) | 4.4 | 4.3 | AGAP009193-PA | Glutathione-s-transferase gst | ||
CUST_12343_PI426302897 | Afun012343 (CYP4H18) | 4.1 | 5.2 | AGAP008358-PA | Cytochrome p450 4d1 | ||
CUST_3220_PI426302897 | Afun003220 | 4.0 | 10.8 | AGAP002867-PA | Cytochrome p450 | ||
CUST_7646_PI426302897 | Afun007646 | 3.9 | 2.9 | AGAP006225-PA | Aldehyde oxidase | ||
CUST_5559_PI426302897 | Afun005559 | 3.8 | 3.5 | AGAP008783-PA | Arginase | ||
CUST_7469_PI426302897 | Afun007469 (CYP9J3) | 2.6 | 2.0 | AGAP012296-PA | Cytochrome p450 | ||
CUST_8615_PI426302897 | Afun008615 (CYP6AA1) | 2.6 | 5.1 | AGAP002862-PA | Cytochrome p450 | ||
CUST_13218_PI426302897 | Afun013218 (CYP315A1) | 2.3 | 2.3 | AGAP000284-PA | Cytochrome p450 | ||
CUST_15331_PI426302897 | Afun015331 (CYP307A1) | 29.4 | 3.4 | AGAP001039-PB | Cytochrome p450 307a1 | ||
CUST_9088_PI426302897 | Afun009088 | 4.7 | 9.1 | AGAP004900-PA | Serine protease | ||
CUST_14264_PI426302897 | Afun014264 | 3.8 | 2.7 | AGAP003785-PE | Glucose dehydrogenase | ||
CUST_25_PI406199775 | CYP6P9a | 3.4 | 2.8 | Cytochrome p450 | |||
CUST_10_PI426302915 | CYP6M4.seq | 3.2 | 2.3 | Cytochrome p450 | |||
CUST_13481_PI426302897 | Afun013481 (GSTE1) | 2.2 | 2.5 | AGAP009195-PA | Glutathione-s-transferase gst | ||
CUST_1_PI426302915 | CYP6M1a.seq | 2.8 | Cytochrome p450 | ||||
CUST_9335_PI426302897 | Afun009335 (CYP6AG1) | 2.7 | AGAP003343-PA | Cytochrome p450 | |||
CUST_22_PI426302915 | CYP6S2.seq | 7.1 | Cytochrome p450 | ||||
CUST_1097_PI406199769 | combined_c557 | 5.1 | Trypsin | ||||
CUST_7369_PI426302897 | Afun007369 (CYP6P9b) | 4.4 | AGAP002865-PA | Cytochrome p450 | |||
CUST_3246_PI426302897 | Afun003246 | 4.1 | AGAP006220-PA | Aldehyde oxidase | |||
CUST_12197_PI426302897 | Afun012197 (CYP304B1) | 4.0 | AGAP003066-PA | Cytochrome p450 | |||
CUST_2464_PI406199772 | CD578169.1 | 3.9 | Trypsin | ||||
CUST_1096_PI406199769 | combined_c557 | 3.8 | Trypsin | ||||
CUST_12666_PI426302897 | Afun012666 (CYP314A1) | 3.7 | AGAP002429-PA | Cytochrome p450 | |||
CUST_5005_PI406199798 | AGAP003680-RA___2R | 3.4 | AGAP003680-RA___2R | Abc transporter | |||
CUST_9522_PI426302897 | Afun009522 (CYP9J3) | 2.8 | AGAP012292-PA | Cytochrome p450 | |||
CUST_7722_PI426302897 | Afun007722 | 2.7 | AGAP009850-PA | Abc transporter | |||
CUST_27_PI426302915 | CYP6Z1_rvcpl_fixed.seq | 2.3 | Cytochrome p450 | ||||
CUST_10_PI406199775 | CYP6P1 | 2.2 | Cytochrome p450 | ||||
CUST_9068_PI426302897 | Afun009068 | 2.2 | AGAP006948-PB | Cytochrome b561 | |||
CUST_14535_PI426302897 | Afun014535 (CYP301A1) | 2.1 | AGAP006082-PA | Cytochrome p450 | |||
CUST_13288_PI426302897 | Afun013288 | 2.0 | AGAP002278-PA | Abc transporter | |||
CUST_12342_PI426302897 | Afun012342 (CYP4H14) | 2.0 | AGAP008358-PA | Cytochrome p450 4d1 | |||
CUST_13475_PI426302897 | Afun013475 | 3.2 | AGAP003582-PA | Alcohol dehydrogenase | |||
CUST_5448_PI426302897 | Afun005448 (CYP302A1) | 2.6 | AGAP005992-PA | Cytochrome p450 | |||
CUST_8823_PI426302897 | Afun008823 (CYP4D15) | 2.4 | AGAP002418-PA | Cytochrome p450 | |||
CUST_7301_PI426302897 | Afun007301 (CYP4J5) | 2.2 | AGAP006048-PA | Cytochrome p450 | |||
CUST_208_PI406199788 | gb-CYP12F3 | 2.1 | Cytochrome p450 | ||||
CUST_10630_PI426302897 | Afun010630 | 2.1 | AGAP002866-PA | Cytochrome p450 | |||
CUST_11942_PI426302897 | Afun011942 | AGAP011509-PA | Carboxylesterase | ||||
CUST_3489_PI406199769 | combined_c1762 | Abc transporter | |||||
CUST_8026_PI426302897 | Afun008026 | AGAP003578-PA | Aldehyde dehydrogenase |
N (2n) | S | π | k | h | hd | D | D* | |
---|---|---|---|---|---|---|---|---|
Kpome (Benin) | 18 | 0 | 0 | – | 1 | 0 | – | – |
Pahou (Benin) | 48 | 5 | 0.00192 | 1.41844 | 2 | 0.284 | 0.63 ns | 1.10 ns |
Doukonta (Benin) | 18 | 6 | 0.00103 | 0.76471 | 3 | 0.307 | − 1.84 s | − 2.14 ns |
Akaka Remo (Nigeria) | 12 | 8 | 0.00246 | 1.81818 | 5 | 0.576 | − 1.25 ns | − 1.48 ns |
Tanongou (Benin) | 4 | 4 | 0.00361 | 2.66667 | 2 | 0.667 | 2.08 ns | 2.08 s |
Burkina-Faso | 4 | 2 | 0.00180 | 1.33333 | 2 | 0.667 | 1.89 ns | 1.89 ns |
Validation of the microarray upregulation with qRT-PCR
Correlation between the L119F mutation and DDT resistance
Role of the GSTe2-L119F mutation in DDT resistance and genetic diversity of Gste2 gene
N (2n) | s | π | k | h | hd | D | D* | |
---|---|---|---|---|---|---|---|---|
Kpome (Benin) | 18 | 0 | 0 | - | 1 | 0 | - | - |
Pahou (Benin) | 48 | 5 | 0.00192 | 1.4 1844 | 2 | 0.284 | 0.63 ns | 1.10 ns |
Doukonta (Benin) | 18 | 6 | 0.00103 | 0.76471 | 3 | 0.307 | − 1.84 s | − 2.14 ns |
Akaka Remo (Nigeria) | 12 | 8 | 0.00246 | 1.8 18 18 | 5 | 0.576 | − 125 ns | − 1.48 ns |
Tanongou (Bruin) | 4 | 4 | 0.00361 | 2.66667 | 2 | 0.667 | 2.08 ns | 2.08 s |
Burkina-Faso | 4 | 2 | 0.00180 | 1.33333 | 2 | 0.667 | 1.89 ns | 1.89 ns |