Clustering data with hclust algorithm for Multi-omics based identification of specific biochemical changes associated with PfKelch13-mutant artemisinin resistant Plasmodium (Study ST000546)

HILIC POSITIVE ION MODE (Analysis AN000832)
MetaboliteStructureF1F2F3F4
3,3^,4^,5,7-Pentahydroxy-8-methoxyflavoneME1605890.852.070.150.94
L-PipecolateME1607810.942.211.160.02
AmurensineME1606560.670.881.45NA
Ala-Asp-Gly-ArgME1606320.780.881.34NA
Asp-Asp-Gln-ProME1606690.760.841.40NA
O-Phospho-L-serineME1608510.780.821.40NA
p-aminobenzoyl glutamateME1608540.940.781.29NA
Ala-Leu-Asn-SerME1606410.910.861.23NA
Thiamin monophosphateME1609230.840.931.23NA
Ethanolamine phosphateME1607061.011.181.460.02
Thiamin diphosphateME1609221.021.141.080.28
NG,NG-Dimethyl-L-arginineME1608401.051.271.270.11
CDP-ethanolamineME1606831.021.071.200.12
Glu-GluME1607261.021.191.110.03
Lys-AsnME1607881.081.100.83NA
NarceinoneME1608321.101.100.80NA
5-6-DihydrouridineME1606081.081.040.88NA
Asp-Val-Pro-SerME1606771.051.080.88NA
Ser-SerME1608981.061.080.86NA
5-(L-Alanin-3-yl)-2-hydroxy-cis,cis-muconate 6-semialdehydeME1606071.001.090.92NA
6,7-Dimethyl-8-(1-D-ribityl)lumazineME1606151.071.000.92NA
Phe-ThrME1608771.080.990.93NA
N-Acetyl-aspartyl-glutamateME1608261.041.030.94NA
PS(52:0)ME1608891.031.050.92NA
Ala-Pro-Ser-SerME1606481.180.940.89NA
Pyridoxamine phosphateME1608921.160.930.91NA
RiboflavinME1608941.140.890.97NA
serinol phosphateME1608971.170.900.94NA
Asn-AsnME1606571.150.990.86NA
IsolinderanolideME1607551.211.000.79NA
[PI(36:0)ME1605811.070.940.99NA
Polyoxyethylene dioleateME1608830.990.901.12NA
1,2-Dihydroxy-5-(methylthio)pent-1-en-3-oneME1605831.010.931.06NA
Ala-Lys-Asp-GlyME1606450.990.951.06NA
Ala-Thr-Thr-AlaME1606520.891.011.09NA
Epsilon-(gamma-Glutamyl)-lysineME1607050.841.021.14NA
Ala-Ala-Asp-TyrME1606250.881.140.97NA
Thr-Ala-ProME1609240.901.140.96NA
Lys-GlyME1607890.951.080.97NA
Glu-Ala-AspME1607190.951.060.99NA
N3-(4-methoxyfumaroyl)-L-2,3-diaminopropanoateME1608190.951.070.98NA
Lys-ValME1608040.981.021.00NA
ValganciclovirME1609300.981.001.02NA
Asn-Thr-Cys-HisME1606650.851.111.04NA
Glu-ArgME1607240.921.061.03NA
Lys-HisME1607910.891.061.05NA
Ala-Asn-Asn-AspME1606281.310.990.69NA
Lys-Ser-TyrME1608011.231.100.68NA
N2-(2-Carboxymethyl-2-hydroxysuccinoyl)arginineME1608141.171.130.70NA
Asn-Asn-AspME1606581.380.830.79NA
PhosphinothricinME1608781.300.820.88NA
PhosphonoacetaldehydeME1608791.300.911.080.14
psicoselysineME1608901.271.070.980.04
Ala-Thr-Asp-AspME1606510.581.550.87NA
Glu-Glu-ProME1607290.631.211.16NA
Lys-Gly-HisME1607900.541.251.21NA
Ile-Ser-ValME1607500.631.081.17NA
Asn-Leu-Pro-ProME1606620.681.081.24NA
Ala-Gly-GlyME1606380.681.121.21NA
Lys-ThrME1608020.701.101.19NA
Asn-Asp-ProME1606610.761.071.17NA
Ala-Ala-SerME1606270.781.101.12NA
N-hydroxy DAPME1608420.791.101.11NA
Ala-Gly-SerME1606400.781.191.03NA
(6R)-6-(L-Erythro-1,2-Dihydroxypropyl)-5,6,7,8-tetrahydro-4a-hydroxypterinME1605710.801.151.05NA
(S,S)-Np-HistidinylalanineME1605750.811.171.02NA
L-Lysine 1,6-lactamME1607760.701.171.12NA
Phe-AspME1608760.751.191.09NA
Dihydroclavaminic acidME1606990.761.161.08NA
gamma-Glutamyl-gamma-aminobutyraldehydeME1607100.761.141.10NA
Ala-Ala-Ala-AspME1606240.881.240.88NA
Ala-Glu-Glu-HisME1606370.911.220.86NA
Glu-Ala-GluME1607200.921.200.88NA
Glu-Ser-ValME1607300.811.270.92NA
O-beta-D-Glucopyranosyl-cis-zeatinME1608470.841.260.90NA
Ala-Glu-Gln-GluME1606360.791.250.96NA
Val-Asp-HisME1609290.801.230.97NA
Asp-Lys-Asp-ProME1606730.821.190.98NA
Glu-Glu-Gln-HisME1607270.841.210.95NA
Lys-ProME1607990.841.210.95NA
FebrifugineME1607080.921.360.71NA
Ile-LysME1607470.891.360.75NA
3-ureidoacrylateME1606010.751.410.83NA
Ala-Lys-Lys-AspME1606460.801.330.87NA
Asn-Lys-Gly-ProME1606630.861.310.83NA
Ala-Gly-ProME1606390.841.371.090.09
Ala-Leu-Trp-SerME1606440.711.350.94NA
Ala-Asp-ProME1606340.731.320.94NA
TemurinME1609200.721.330.95NA
Glu-Ala-ValME1607230.681.311.02NA
Ala-Asp-Gly-ProME1606330.611.331.06NA
Glu-Ala-ProME1607210.641.311.06NA
Ala-Asn-ProME1606290.751.251.00NA
Dihydrozeatin-O-glucosideME1607020.691.261.05NA
Glu-Glu-Lys-ProME1607280.691.231.07NA
(S)-AMPAME1605740.881.471.070.38
SphinganineME1609181.051.510.950.24
Asn-ProME1606640.971.591.280.36
Proclavaminic acidME1608841.121.421.380.08
BrunfelsamidineME1606811.001.481.320.20
GammaglutamylornithineME1607121.071.511.470.22
dihydrothymidineME1607010.951.781.260.01
Ala-ProME1606471.021.821.470.01
Asn-AspME1606601.031.851.360.07
L-beta-aspartyl-L-asparticacidME1607631.391.591.070.22
Aspartyl-L-prolineME1606681.261.791.250.03
L-beta-aspartyl-L-glutamicacidME1607641.271.681.160.17
N-Carbamyl-L-glutamateME1608341.131.721.190.21
PyridoxineME1608931.871.031.200.17
N-Carbamoyl-L-aspartateME1608331.601.171.480.07
Choline phosphateME1606851.691.151.460.03
DiacetylME1606961.721.131.430.04
4-AminobutanoateME1606041.631.131.350.17
L-CystineME1607671.551.071.490.17
gamma-L-Glutamyl-L-cysteineME1607141.461.480.870.39
PE(15:0/20:0)ME1608661.271.321.150.44
Asp-Leu-Lys-AspME1606721.181.331.210.47
Glu-ThrME1607331.151.321.190.50
Gamma-GlutamylglutamineME1607111.161.331.170.34
L-beta-aspartyl-L-threonineME1607651.211.441.250.32
GlycerophosphoglycerolME1607351.481.201.110.20
sn-glycero-3-Phospho-1-inositolME1609161.291.241.010.20
2-AminoacrylateME1605871.491.051.290.17
PiperidineME1608821.501.131.310.29
Trp-Trp-Tyr-TyrME1609261.461.191.270.31
PE(38:0)ME1608711.211.201.320.27
Lys-SerME1608001.321.311.330.28
PE(24:1(15Z)/15:0)ME1608681.341.301.310.29
CDP-cholineME1606821.411.391.200.24
PS(36:3)ME1608881.451.281.240.27
CholineME1606841.580.650.761.01
Ile-Lys-SerME1607491.430.701.300.67
N2-FructopyranosylarginineME1608181.290.681.130.69
Kievitone hydrateME1607581.120.871.450.67
Asp-Cys-Cys-SerME1606701.370.951.300.53
N2-(D-1-Carboxyethyl)-L-lysineME1608161.320.931.310.58
FA oxo(19:0)ME1607071.431.181.000.54
PC(40:5)ME1608631.381.201.030.54
NAD+ME1608301.281.191.020.64
PS(36:2)ME1608871.301.151.110.58
S-Adenosyl-L-methionineME1608951.481.101.130.47
[FA oxo(21:0)] 2-oxo-heneicosanoic acidME1605771.521.030.970.61
xi-4,5-Dihydro-2,4(5)-dimethyl-1H-imidazoleME1609331.431.041.080.59
Ala-Ala-Gln-SerME1606261.101.241.110.66
L-gamma-glutamyl-L-isoleucineME1607691.061.161.080.78
CorydalineME1606881.200.851.230.79
MontecristinME1608101.111.061.330.63
PS(34:0)ME1608861.151.011.240.71
Cohibin AME1606861.120.971.130.78
Ala-Asp-Cys-SerME1606311.290.971.080.74
5^-MethylthioadenosineME1606131.221.051.060.76
epsilon-aminocaproamideME1605691.261.031.120.70
PE(38:1)ME1608721.201.071.150.68
Ala-Leu-Lys-AspME1606421.040.941.100.94
Met-SerME1608090.960.901.051.07
Procollagen 5-(D-galactosyloxy)-L-lysineME1608850.920.951.131.00
PC(32:1)ME1608571.041.041.020.92
PE(32:1)ME1608691.061.090.980.91
Asn-Val-Asn-AsnME1606661.130.981.000.92
ThiaminME1609211.141.040.940.91
4-AminobutanalME1606031.240.980.930.89
N6,N6,N6-Trimethyl-L-lysineME1608231.161.110.850.91
PC(34:1)ME1608580.980.940.881.15
PC(40:6)ME1608641.050.950.861.10
DG(P-32:1)ME1606951.091.060.761.07
PC(30:0)ME1608561.041.030.851.06
PC(38:5)ME1608621.051.030.881.03
6-Hydroxyl-1,6-dihydropurine ribonucleosideME1606181.011.090.821.07
Ala-Asp-AspME1606301.021.080.851.04
3-nitro-2-pentanolME1605991.080.860.981.06
Ne,Ne dimethyllysineME1608361.080.950.951.02
Acetone cyanohydrinME1606201.100.780.901.17
Ala-Asp-SerME1606351.150.860.861.10
Glu-Ala-SerME1607221.190.830.821.12
IsovalerylglutamicacidME1607570.851.241.030.64
GDP-3,6-dideoxy-D-galactoseME1607170.961.180.990.90
Glu-Asp-ValME1607250.771.300.970.90
CytidineME1606910.841.201.050.86
GMPME1607360.791.261.130.87
GuanineME1607370.671.161.320.89
Asp-Thr-Cys-CysME1606760.871.051.340.81
NicotinamideME1608430.961.061.300.76
DieporeticeninME1606980.620.690.863.46
Glycerone phosphateME1607340.190.180.252.79
Ile-Cys-GlyME1607460.360.280.232.60
2,3-DimethylmaleateME1605850.210.240.282.70
6-deoxy-5-ketofructose-1-phosphateME1606170.270.250.292.63
L-proline amideME1607830.290.260.652.34
3-Methyl-2-oxobutanoic acidME1605970.290.180.352.46
2-OxobutanoateME1605880.290.230.312.45
3-deoxy-D-galactoseME1605940.290.200.292.49
AloesinME1606540.310.220.252.49
Ile-AlaME1607450.350.370.402.41
IMPME1607510.340.340.412.43
N6-Acetyl-L-lysineME1608240.340.310.432.44
AMPME1606550.300.390.342.49
O-PropanoylcarnitineME1608530.270.390.382.46
[FA (5:2)] 2,4-pentadienoic acidME1605760.290.360.382.48
L-CitrullineME1607660.280.350.402.48
Benzene-1,2,4-triolME1606800.310.290.342.54
alpha-(2,6-anhydro-3-deoxy-D-arabino-heptulopyranosid)onate 7-phosphateME1605680.380.280.372.48
ADPME1606220.360.350.282.51
3-EthylmalateME1605950.400.340.332.44
D-erythro-D-galacto-octitolME1606930.390.340.312.47
GDP-L-fucoseME1607180.540.340.372.31
PE(P-38:5)ME1608740.440.410.332.36
N-Acetyl-D-glucosamineME1608270.380.440.332.39
dibenzothiophene-5-oxideME1606970.400.400.352.39
SlaframineME1608990.400.380.362.39
Leu-ProME1607680.460.400.402.30
L-OrnithineME1607790.440.420.392.31
N-acetyl -D- glucosaminitolME1608250.460.430.342.32
PE(P-40:5)ME1608750.470.440.372.29
HypaphorineME1607430.350.430.412.36
4-(Trimethylammonio)but-2-enoateME1606020.370.450.392.34
HydroxybutyrylcarnitineME1607420.380.450.402.33
4-TrimethylammoniobutanoateME1606060.420.400.402.34
6-Acetyl-D-glucoseME1606160.410.390.402.35
N-EthylmaleimideME1608370.420.440.442.27
(S)-1-Pyrroline-5-carboxylateME1605720.400.420.432.31
(S)-2-AcetolactateME1605730.400.420.432.31
N5-acetyl-N5-hydroxy-L-ornithineME1608220.350.320.502.37
N-Formyl-L-methionineME1608390.310.350.452.25
OphthalmicacidME1608520.330.370.452.39
MethacholineME1608070.350.420.452.34
CreatineME1606890.310.420.422.38
O-Palmitoyl-R-carnitineME1608500.310.420.462.36
HercynineME1607390.350.410.522.29
O-ButanoylcarnitineME1608480.310.500.462.30
5-AcetamidopentanoateME1606090.310.470.472.31
OleoylcarnitineME1608490.320.460.462.31
P-DPDME1608651.000.430.481.81
D-Erythrose 4-phosphateME1606940.850.500.351.99
sn-glycero-3-PhosphocholineME1609170.830.500.491.89
L-AlanineME1607600.610.630.541.91
PantothenateME1608550.610.600.521.95
Avenic acid AME1606790.600.650.621.85
L-AsparagineME1607620.660.620.571.86
L-TyrosineME1607870.670.600.631.82
Nicotinate D-ribonucleosideME1608450.750.640.532.07
GlutathioneME1607310.660.630.372.00
[ST] (5Z,7E)-9,10-seco-5,7,10(19)-cholestatrieneME1605820.670.620.431.96
PyridoxalME1608910.630.450.481.95
GDPME1607160.600.510.522.03
MycosporineME1608120.580.510.482.07
Asn-Asn-Gln-SerME1606590.700.480.472.01
gamma-Glutamyl-Se-methylselenocysteineME1607130.680.490.492.00
Lys-Thr-SerME1608030.650.550.442.02
Neuraminic acidME1608380.680.540.452.00
Asp-Gly-ArgME1606710.660.530.511.97
FurfuralME1607090.630.530.512.00
ConvicineME1606870.630.540.482.01
PE(18:3(6Z,9Z,12Z)/P-18:1(11Z))ME1608670.650.540.482.00
Glutathione disulfideME1607320.570.330.632.10
LysoPE(20:0)ME1607980.500.560.482.10
2-Amino-9,10-epoxy-8-oxodecanoic acidME1605860.440.540.512.13
LysoPC(16:0)ME1607920.460.570.532.09
StearoylcarnitineME1609190.450.580.552.06
CreatinineME1606900.450.370.392.20
3-propylphosphoenolpyruvateME1606000.470.470.442.22
UrocanateME1609280.450.480.452.21
L-PhenylalanineME1607800.500.430.452.22
SM(d36:2)ME1609030.470.440.442.24
HemeME1607380.500.500.392.20
3-Hydroxy-N6,N6,N6-trimethyl-L-lysineME1605960.500.480.452.17
VinylacetylglycineME1609320.510.490.422.18
3,5/4-Trihydroxycyclohexa-1,2-dioneME1605910.520.380.442.25
Met-Ala-GlyME1608060.440.390.482.27
3-ButynoateME1605920.460.420.522.20
HypoxanthineME1607440.480.400.492.22
Methyl 2-diazoacetamidohexonateME1608080.490.460.352.11
S-Cysteinosuccinic acidME1608960.660.470.412.10
EPC(d38:1)ME1607040.570.490.412.15
PE(P-36:3)ME1608730.590.480.392.15
EPC(d35:1)ME1607030.560.520.422.12
SM(d40:2)ME1609070.540.520.452.12
SM(d42:1)ME1609100.550.530.452.10
PC(34:2)ME1608590.420.511.181.67
5-HydroxytryptophanME1606120.660.590.991.57
InosineME1607540.580.560.971.66
Histidinyl-HistidineME1607411.000.900.841.78
5-Guanidino-2-oxopentanoateME1606110.740.720.981.42
dCMPME1606920.760.730.781.55
L-ThreonineME1607850.790.740.821.49
LysoPC(18:1(9Z))ME1607930.640.810.861.51
SM(d38:1)ME1609040.690.820.771.54
SM(d33:1)ME1609010.820.900.651.47
SM(d41:1)ME1609080.780.900.721.45
Ala-Val-Asp-SerME1606530.830.780.811.43
[PC(16:1)] 1-(1Z-hexadecenyl)-sn-glycero-3-phosphocholineME1605790.870.830.721.43
Asp-ArgME1606670.810.810.731.49
PE(34:3)ME1608700.830.820.741.46
N2-Acetyl-L-aminoadipateME1608170.810.950.781.34
N-RibosylhistidineME1608460.780.940.761.39
PC(38:4)ME1608610.920.850.741.38
[LysoPC(16:2)] 1-hexadecyl-sn-glycero-3-phosphocholineME1605780.890.920.721.35
Nicotinamide D-ribonucleotideME1608440.870.900.711.40
1H-Imidazole-4-ethanamineME1605840.880.610.691.61
L-2-AminoadipateME1607590.890.630.771.53
4-Hydroxy-4-methylglutamateME1606051.000.690.601.53
Ala-Leu-Thr-AlaME1606430.830.730.721.54
SM(d42:2)ME1609110.800.730.681.58
HexylamineME1607400.860.740.651.56
L-GlutamineME1607720.840.720.651.59
AdenineME1606210.860.800.651.52
Ala-Thr-Ala-SerME1606500.870.770.671.52
PI(34:0)ME1608800.940.740.621.52
SM(d39:1)ME1609060.920.770.611.53
L-gamma-glutamyl-L-valineME1607700.930.940.761.27
L-LysineME1607750.910.980.841.21
N2-(D-1-Carboxyethyl)-L-arginineME1608150.940.790.941.24
Ala-Thr-Ala-AspME1606490.870.900.881.26
L-HistidineME1607730.920.840.851.29
aeruginosin AME1606231.230.790.681.22
UDPME1609271.150.780.731.25
LysoPC(O-18:0)ME1607971.000.790.761.34
L-ArginineME1607611.080.740.651.40
NADP+ME1608311.030.710.731.40
LysoPC(22:5)ME1607960.621.010.811.65
gamma-thiomethyl glutamateME1605700.480.780.781.72
[PC(18:2)] 1-(9Z,12Z-octadecadienoyl)-sn-glycero-3-phosphocholineME1605800.520.680.731.80
L-Methionine S-oxideME1607780.590.460.771.89
LysoPC(20:4)ME1607950.590.520.741.87
Asp-Met-Asp-GlyME1606740.620.640.871.74
5-AminolevulinateME1606100.680.570.781.73
L-LeucineME1607740.680.580.761.73
Asp-Ser-SerME1606750.610.580.751.79
L-MethionineME1607770.640.540.731.82
N-(L-Arginino)succinateME1608130.920.620.531.70
3-MethyleneoxindoleME1605980.790.660.591.72
PI(34:1)ME1608810.850.670.531.72
IsoquinolineME1607560.760.550.501.71
Muramic acidME1608110.710.650.501.85
N-dimethylethanolamineME1608350.760.650.531.80
ATPME1606780.800.580.531.82
VicineME1609310.800.620.491.82
SM(d41:2)ME1609090.740.900.661.52
SM(d18:2/24:1)ME1609000.760.810.651.59
SM(d44:2)ME1609150.730.850.651.58
SM(d34:1)ME1609020.730.880.621.58
SM(d43:1)ME1609120.720.860.611.61
Ile-Lys-ProME1607480.710.750.621.68
SM(d38:2)ME1609050.720.800.601.66
N-AcetyllactosamineME1608280.610.830.641.69
SM(d44:1)ME1609140.660.850.641.65
N-Acetyl-L-phenylalanineME1608290.720.680.821.59
DihydroferuloylglycineME1607000.700.640.791.65
L-ProlineME1607820.670.660.841.63
3-Carbamoyl-2-phenylpropionaldehydeME1605930.650.740.741.65
N4-(Acetyl-beta-D-glucosaminyl)asparagineME1608200.680.760.701.65
7,8-H2pterin-6-ylmethyl-l-(4-aminophenyl)-1-deoxy-5-[1-alpha -D- ribofuranosyl 5-phosphate]-D-ribitolME1606190.660.660.721.73
LysoPC(18:3(6Z,9Z,12Z))ME1607940.610.670.701.67
IndoleacrylicacidME1607530.720.640.671.72
L-TryptophanME1607860.730.630.641.75
SM(d43:2)ME1609130.670.690.661.73
PC(36:4)ME1608600.710.680.631.73
N5-(L-1-Carboxyethyl)-L-ornithineME1608210.700.650.651.75
Thr-Trp-CysME1609250.690.670.641.75
5-Nitro-2-(3-phenylpropylamino)benzoic acidME1606140.730.690.561.77
MESME1608050.680.680.571.80
3,4-Dihydroxy-L-phenylalanineME1605900.810.670.681.62
L-GlutamateME1607710.770.700.701.62
gamma-L-Glutamyl-L-cysteinyl-beta-alanineME1607150.750.660.741.64
L-SerineME1607840.750.670.691.66
IndoleME1607520.770.610.701.69
N-Glycosyl-L-asparagineME1608410.780.570.661.74

Factors:

F1Artemisinin resistant:Resistant | PfKelch13 mutation:C580Y
F2Artemisinin resistant:Resistant | PfKelch13 mutation:R539T
F3Artemisinin resistant:Sensitive | PfKelch13 mutation:WT
F4Artemisinin resistant:Uinfected red blood cells | PfKelch13 mutation:Control
Data matrix
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