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gene pfdhps
Locus: PF3D7_0810800 (pfdhps)
Plasmodium falciparum dihyropteroate synthase (pfdhps) gene encodes an important protein in the folate biosynthesis pathway of the parasite. Polymorphisms of PfDHPS have been associated with reduced susceptibility to antifolate treatment, e.g. sulfadoxine and sulfadoxine/pyrimethamine.
Table 1 Frequent mutations in PfDHPS
Codon | Wild-type | Mutation |
---|---|---|
436 | S | A, C, F, H, Y |
437 | A | G |
540 | K | E, I, K, N, Y |
581 | A | G |
613 | A | S, T |
The following table demonstrated the distribution of PfDHPS haplotypes in different geographical subcontinents. This table used the data from Version 6.0 of MalariaGEN Plasmodium falciparum Community Project .
Table 2 Haplotype distribution of PfDHPS among different geographical locations
Haplotypea | SAM | EAF | CAF | WAF | SAS | ESEA | WSEA | OCE | TOTAL |
---|---|---|---|---|---|---|---|---|---|
AAKAA | 0 | 13 | 9 | 384 | 0 | 16 | 0 | 0 | 422 |
AAKAS | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 |
AAKGS | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 |
AGEAA | 0 | 1 | 0 | 0 | 71 | 342 | 283 | 0 | 697 |
AGEAT | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 2 |
AGEGA | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
AGIAA | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 |
AGKAA | 0 | 0 | 24 | 367 | 0 | 135 | 0 | 0 | 526 |
AGKAS | 0 | 0 | 1 | 63 | 0 | 0 | 0 | 0 | 64 |
AGKAT | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 3 |
AGKGS | 0 | 0 | 4 | 43 | 0 | 0 | 0 | 0 | 47 |
AGNAA | 0 | 0 | 0 | 0 | 0 | 0 | 18 | 0 | 18 |
CAKAA | 0 | 0 | 0 | 5 | 0 | 1 | 0 | 3 | 9 |
FAKAA | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 3 |
FAKAS | 0 | 1 | 0 | 8 | 0 | 1 | 0 | 0 | 10 |
FGEAS | 0 | 0 | 0 | 0 | 0 | 37 | 0 | 0 | 37 |
FGEAT | 0 | 0 | 0 | 0 | 0 | 2 | 4 | 0 | 6 |
FGKAS | 1 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 4 |
FGKAT | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 3 |
HAKAA | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
HGEAA | 0 | 7 | 0 | 0 | 0 | 0 | 0 | 8 | 15 |
SAKAA (wild-type) | 45 | 57 | 14 | 120 | 13 | 143 | 3 | 79 | 474 |
SGEAA | 0 | 634 | 25 | 12 | 15 | 85 | 21 | 96 | 888 |
SGEGA | 4 | 68 | 9 | 1 | 13 | 49 | 752 | 0 | 896 |
SGKAA | 42 | 12 | 398 | 755 | 3 | 113 | 2 | 11 | 1336 |
SGKAS | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 |
SGKGA | 5 | 4 | 0 | 1 | 5 | 18 | 22 | 0 | 55 |
SGNGA | 0 | 0 | 0 | 0 | 0 | 633 | 72 | 0 | 705 |
SGYAA | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 2 |
YAKAS | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 7 |
TOTAL | 97 | 803 | 484 | 1771 | 120 | 1587 | 1178 | 197 | 6237 |
aRepresents amino acids, left-to-right, at codons 436, 437, 540, 581 and 613, respectively
SAM = South America; EAF = East Africa; CAF = Central Africa; WAF = West Africa;
SAS = South Asia; ESEA = East South-East Asia; WSEA = West South-East Asia; OCE = Oceania
To impute the missing codons in PfDHPS, the associations between amino acids at position 436, 437, 540, 581 and 613 were assessed to generate the imputation rules using the data from MalariaGEN Plasmodium falciparum Community Project version 6.0.
There is a significant association between PfDHPS codons 436 and 581 in the parasites from all regions (see Table 3). The results suggested the following imputation rules:
- 436F predicts A581
- 436H predicts A581
Table 3 Contingency table of co-occurrence between codons 436 and 581
All regions | A581 | 581G | Total |
---|---|---|---|
436A | 1954 | 58 | 2012 |
436C | 9 | 0 | 9 |
436F | 63 | 0 | 63 |
436H | 17 | 0 | 17 |
S436 | 3114 | 1716 | 4830 |
436Y | 9 | 0 | 9 |
Total | 5166 | 1774 | 6940 |
Fisher's exact test : P < 0.05
There is a significant association between PfDHPS codons 437 and 581 in the parasites from all regions (see Table 4). Co-occurrence between A437 and 581G occurred only in 1 sample (haplotype: AAKGS) from West Africa. This suggested the following imputation rules for all region:
- A437 predicts A581
- 581G predicts 437G
Table 4 Contingency table of co-occurrence between codons 437 and 581
All regions | A581 | 581G | Total |
---|---|---|---|
A437 | 1032 | 1 | 1033 |
437G | 4370 | 1780 | 6150 |
Total | 5402 | 1781 | 7183 |
Fisher's exact test : P < 0.01
There is no significant association between PfDHPS codons 613 and 581 in the parasites from all regions (see Table 5) However, the results from Table 6 suggested the following imputation rules for parasites in Asia (SubContinent: SAS, ESEA and WSEA):
- 613S predicts A581
- 613T predicts A581
- 581G predicts A613
Table 5 Contingency table of co-occurrence between codons 613 and 581
All regions | A581 | 581G | Total |
---|---|---|---|
A613 | 5682 | 1746 | 7428 |
613S | 147 | 57 | 204 |
613T | 14 | 0 | 14 |
Total | 5843 | 1803 | 7646 |
Fisher's exact test : P = 0.051
Table 6 Contingency table of co-occurrence between codons 613 and 581 in Asia
Asia | A581 | 581G | Total |
---|---|---|---|
A613 | 1473 | 1646 | 3119 |
613S | 40 | 0 | 40 |
613T | 11 | 0 | 11 |
Total | 1524 | 1646 | 3170 |
Fisher's exact test : P < 0.01
There is a significant association between 540N mutation and A613 (Fisher's exact test: P < 0.01) in parasites from all regions (See table 7). This result suggest a general imputation rule for parasites from all regions:
- 540N predicts A613
Table 7 Contingency table of co-occurrence between codons 540 and 613
All regions | A613 | 613S | 613T | Total |
---|---|---|---|---|
540E | 2739 | 40 | 8 | 2787 |
540I | 1 | 0 | 0 | 1 |
K540 | 3809 | 169 | 6 | 3984 |
540N | 751 | 0 | 0 | 751 |
540Y | 2 | 0 | 0 | 2 |
Total | 7302 | 209 | 14 | 7525 |
The African parasites data (subcontinent codes: WAF, CAF and EAF) also suggest these following additional imputation rules (see Table 8):
- 540E predicts A613
- 613S predicts K540
- 613T predicts K540
Table 8 Contingency table of co-occurrence between codons 540 and 613 in Africa
Africa | A613 | 613S | 613T | Total |
---|---|---|---|---|
540E | 835 | 0 | 0 | 835 |
K540 | 2789 | 140 | 3 | 2932 |
Total | 3624 | 140 | 3 | 3767 |
Fisher's exact test : P < 0.01
The data showed significant association only when considering Asian parasites (see Table 9). The results suggested the following rules for Asia (Subcontinent codes: SAS, ESEA, WSEA).
- S436 predicts A613
- 613S predicts 436F
Table 9 Contingency table of co-occurrence between codons 436 and 613 in Asia
Asia | A613 | 613S | 613T | Total |
---|---|---|---|---|
436A | 920 | 0 | 5 | 925 |
436C | 1 | 0 | 0 | 1 |
436F | 3 | 42 | 6 | 51 |
S436 | 2114 | 0 | 0 | 2114 |
Total | 3038 | 42 | 11 | 3091 |
Fisher's exact test : P < 0.01
There are significant associations between K540 and 436C mutation and between K540 and 436Y mutation in the parasites from all regions (Fisher's exact test : P < 0.01). The results from Table 10 suggested the following imputation rules:
- 436C predicts K540
- 436Y predicts K540
Table 10 Contingency table of co-occurrence between codons 436 and 540
All regions | 540E | 540I | K540 | 540N | 540Y | Total |
---|---|---|---|---|---|---|
436A | 717 | 1 | 1270 | 18 | 0 | 2006 |
436C | 0 | 0 | 9 | 0 | 0 | 9 |
436F | 45 | 0 | 20 | 0 | 0 | 65 |
436H | 16 | 0 | 1 | 0 | 0 | 17 |
S436 | 1864 | 0 | 2155 | 720 | 2 | 4741 |
436Y | 0 | 0 | 9 | 0 | 0 | 9 |
Total | 2642 | 1 | 3464 | 738 | 2 | 6847 |
The African parasites data (subcontinent codes: WAF, CAF and EAF) also suggest these following additional imputation rules (see Table 11):
- 436F predicts K540
Table 11 Contingency table of co-occurrence between codons 436 and 540 in Africa
Africa | 540E | K540 | Total |
---|---|---|---|
436A | 1 | 1033 | 1034 |
436C | 0 | 5 | 5 |
436F | 0 | 14 | 14 |
436H | 7 | 1 | 8 |
S436 | 802 | 1410 | 2212 |
436Y | 0 | 9 | 9 |
Total | 810 | 2472 | 3282 |
Fisher's exact test : P < 0.01
There is a significant association between codons 437 and 540 in parasites from all regions. The results in Table 12 suggested the following imputation rules:
- 540E predicts 437G
- 540N predicts 437G
- A437 predicts K540
Table 11 Contingency table of co-occurrence between codons 437 and 540
All regions | 540E | 540I | K540 | 540N | 540Y | Total |
---|---|---|---|---|---|---|
A437 | 0 | 0 | 1024 | 0 | 0 | 1024 |
437G | 2758 | 1 | 2686 | 742 | 2 | 6189 |
Total | 2758 | 1 | 3710 | 742 | 2 | 7213 |
Fisher's exact test : P < 0.01
There is a significant association between codons 436 and 437 in parasites from all regions. The results in Table 12 suggested the following imputation rules:
- 436C predicts A437
- 436Y predicts A437
Table 12 Contingency table of co-occurrence between codons 436 and 437
All regions | A437 | 437G | Total |
---|---|---|---|
436A | 454 | 1495 | 1949 |
436C | 9 | 0 | 9 |
436F | 13 | 53 | 66 |
436H | 1 | 16 | 17 |
S436 | 491 | 4344 | 4835 |
436Y | 9 | 0 | 9 |
Total | 977 | 5908 | 6885 |
Fisher's exact test : P < 0.01
Summary of imputation rules generated from association among PfDHPS codons in MalariaGEN Plasmodium falciparum Community Project dataset.
Table 13 Imputation rules for predicting PfDHPS haplotype
Region | Inputa | Outputa | Coding |
---|---|---|---|
Any | F - - - - | F - - A - | if(dhps_436[S] == "F") {dhps_581[A] <- "A"} |
Any | H - - - - | H - - A - | if(dhps_436[S] == "H") {dhps_581[A] <- "A"} |
Any | C - - - - | C A K A - | if(dhps_436[S] == "C") {dhps_437[A] <- "A" & dhps_540[K] <- "K" & dhps_581[A] <- "A"} |
Any | Y - - - - | Y A K A - | if(dhps_436[S] == "Y") {dhps_437[A] <- "A" & dhps_540[K] <- "K" & dhps_581[A] <- "A"} |
Any | - A - - - | - A K A - | if(dhps_437[A] == "A") {dhps_540[K] <- "K" & dhps_581[A] <- "A"} |
Any | - - N - - | - G N - A | if(dhps_540[K] == "N") {dhps_437[A] <- "G" & dhps_613[A] <- "A" |
Any | - - E - - | - G E - - | if(dhps_540[K] == "E") {dhps_437[A] <- "G"} |
Any | - - - G - | - G - G - | if(dhps_581[A] == "G") {dhps_437[A] <- "G"} |
EAF, CAF, WAF | F - - - - | F - K A - | if(dhps_436[S] == "F") {dhps_540[K] <- "K" & dhps_581[A] <- "A"} |
EAF, CAF, WAF | - - E - - | - G E - A | if(dhps_540[K] == "E") {dhps_437[A] <- "G" & dhps_613[A] <- "A"} |
EAF, CAF, WAF | - - - - S | - - K - S | if(dhps_613[A] == "S") {dhps_540[K] <- "K"} |
EAF, CAF, WAF | - - - - T | - - K - T | if(dhps_613[A] == "T") {dhps_540[K] <- "K"} |
SAS, WSEA, ESEA | S - - - - | S - - - A | if(dhps_436[S] == "S") {dhps_613[A] <- "A"} |
SAS, WSEA, ESEA | - - - G - | - G - G A | if(dhps_581[A] == "G") {dhps_437[A] <- "G" & dhps_613[A] <- "A"} |
SAS, WSEA, ESEA | - - - - S | F - - A S | if(dhps_613[A] == "S") {dhps_436[S] <- "F" & dhps_581[A] <- "A"} |
SAS, WSEA, ESEA | - - - - T | - - - A T | if(dhps_613[A] == "T") {dhps_581[A] <- "A"} |
aRepresents amino acids, left-to-right, at codons 51, 59, 108 and 164, respectively