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Gas chromatography coupled to mass spectrometry Liquid chromatography coupled to mass spectrometry MetMAX – Data alignment COVAIN – Data integration, Statistics and Modelling Data mining Figure 1. Metabolomics platform for the characterization of medicinal plants integrating GC/MS, LC/MS, alignment tools and statistical analysis using COVAIN (Sun & Weckwerth, 2012)

Gas chromatography coupled to mass spectrometry

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Figure 1 . Metabolomics platform for the characterization of medicinal plants integrating GC/MS, LC/MS, alignment tools and statistical analysis using COVAIN (Sun & Weckwerth, 2012). Gas chromatography coupled to mass spectrometry. Liquid chromatography coupled to mass spectrometry. - PowerPoint PPT Presentation

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Page 1: Gas  chromatography coupled to mass spectrometry

Gas chromatography coupled to mass spectrometry

Liquid chromatography coupled to mass spectrometry

MetMAX – Data alignment

COVAIN – Data integration, Statistics and Modelling

Data mining

Figure 1. Metabolomics platform for the characterization of medicinal plants integrating GC/MS, LC/MS, alignment tools and statistical analysis using COVAIN (Sun & Weckwerth, 2012)

Page 2: Gas  chromatography coupled to mass spectrometry

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Figure 2. HPLC/ESI(OrbiTrap)/MS profile (full msmode) of the crude hydroalcoholicextract of P. anserina (positive ion mode)

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Page 3: Gas  chromatography coupled to mass spectrometry

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Figure 3A. Sample patterns of the hydroalcoholic extracts of P.anserinaanalyzed by GC/MS.

P. anserina UniVie

P. anserina UniSa

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Page 4: Gas  chromatography coupled to mass spectrometry

P. anserina UniVie

P. anserina UniSa

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1

3

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Figure 3B.Scores plot of the hydroalcoholic extracts of P.anserinaanalyzed by LC/MS(only identified compounds used as variables).

Page 5: Gas  chromatography coupled to mass spectrometry

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Figure 3C. Sample patterns of the hydroalcoholic extracts of P.anserina analyzed by LC/MS(all the compounds with RSD<25 used as variables).

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P. anserina UniVie

P. anserina UniSa

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Page 6: Gas  chromatography coupled to mass spectrometry

Figure 4. Sample patterns of combined GC/MS and LC/MS data of the hydroalcoholic extracts of P.anserina.

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PC 1 (47.5%)PC 2 (24%)

PC 3

(12%

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12345PanserinaUniSaPanserinaUniVie

Page 7: Gas  chromatography coupled to mass spectrometry

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Figure 5. Relative quantitative analysis of genistein in the commercial products (1, 2, 3, 4, 5) and in the two hydroalcoholic crude extracts of P. anserina.

Page 8: Gas  chromatography coupled to mass spectrometry

Supplementary data

Page 9: Gas  chromatography coupled to mass spectrometry

Supplementary Figure 1.nanoLC/ESI(Orbitrap)/MS profile (full ms mode) of the crude hydroalcoholic extract of P. anserine and its commercial products (positive ion mode)

Page 10: Gas  chromatography coupled to mass spectrometry

Supplementary Figure 2.GC/EI(TSQ)/MS profile (full ms mode) of the crude hydroalcoholic extract of P. anserina and its commercial products (positive ion mode)

Page 11: Gas  chromatography coupled to mass spectrometry

Supplementary Figure 3. Loadings plot of the hydroalcoholic extracts of P.anserina analyzed by GC/MS.

Page 12: Gas  chromatography coupled to mass spectrometry

Supplementary Figure 4. Loadings plot of the hydroalcoholic extracts of P.anserina analyzed by LC/MS (identified compounds).

Page 13: Gas  chromatography coupled to mass spectrometry

Supplementary Figure 5 .Rt, LC/MS and LC/MSMS spectra comparison between reference standards and P. anserinahydroalcoholic extract compounds.A:chlorogenic acid, [M+Na]+: 377; B: genistein, [M+H]+: 271; C: quercetin 3-O-glucoside, [M+H]+: 465; D: kaempferol 3-O-glucoside, [M+H]+: 449; E: myricetin 3-O-rhamnoside [M+H]+: 465; F: quercetin 3-O-glucuronide [M+H]+: 479

Page 14: Gas  chromatography coupled to mass spectrometry
Page 15: Gas  chromatography coupled to mass spectrometry

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46.71271.06

70.65371.1057.64

387.1833.90465.10

76.01391.28

19.07355.10

43.32303.05

81.65371.10

4.97158.00

99.77371.10

19.02215.07

19.10377.08

23.14377.08

72.61377.33

68.570.00

78.87377.34

54.54377.10

17.09377.09

43.28377.02

37.43377.02

4.77376.95

84.67377.17

NL: 1.94E8Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

NL: 8.88E3m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [90.00-390.00] MS MixSTD1_060412

NL: 6.03E6m/z= 376.50-377.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

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493.1033.48465.106.11

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22.49641.14

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25.59377.0519.58

377.08

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6.03377.16

14.05377.08

34.80377.12

29.85377.07

43.73377.29

0.960.00

10.310.00

NL: 1.41E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 3.22E3Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [90.00-390.00] MS panserinaunisa120ngulposddep060412

NL: 1.18E6m/z= 376.50-377.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

MixSTD1_060412 #1754 RT: 19.02 AV: 1 NL: 1.34E4F: ITMS + c NSI d Full ms2 [email protected] [90.00-390.00]

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163.09151.13 341.10315.14271.14 299.02 360.02216.91117.05 258.17

panserinaunisa120ngulposddep060412 #1694 RT: 19.17 AV: 1 NL: 1.45E2F: ITMS + c NSI d Full ms2 [email protected] [90.00-390.00]

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331.07197.21 297.07

179.04 315.12 341.10279.01216.77 368.14260.99137.17 247.06177.72115.11E:\DATA\ORBI\ORBISTDMIX\MixSTD1_060412 06/04/2012 14:40:58

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70.65371.1057.64

387.1833.90465.10

76.01391.28

19.07355.10

43.32303.05

81.65371.10

4.97158.00

99.77371.10

46.88153.00

69.34215.06

46.71271.06

47.96271.06

67.54271.06

43.94271.15

73.53271.06

63.29271.06

82.32271.06

32.45271.08

1.95271.19

27.23271.19

11.92271.19

97.28271.19

NL: 1.94E8Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

NL: 8.71E4m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [60.00-285.00] MS MixSTD1_060412

NL: 2.05E8m/z= 270.50-271.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

RT: 39.48 - 50.00 SM: 11G

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44.86668.44 45.71

668.4441.77593.19 43.57

595.1441.36797.25

47.54266.17

49.25527.33

47.16371.10

43.38137.03

48.03271.19

46.95271.06

43.36271.1039.90

271.0649.93271.23

41.09271.11

46.22271.06

44.56271.10

42.04270.98

NL: 1.26E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 7.71E2Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [60.00-285.00] MS panserinaunisa120ngulposddep060412

NL: 4.55E5m/z= 270.50-271.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

MixSTD1_060412 #4130 RT: 45.86 AV: 1 NL: 3.39E2F: ITMS + c NSI d Full ms2 [email protected] [60.00-285.00]

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253.05153.08

215.06

282.72

243.16

149.05163.19

224.98173.13107.14 145.11121.1781.04 187.12 229.29197.0593.11 254.26 272.95

80.26

panserinaunisa120ngulposddep060412 #4112 RT: 46.91 AV: 1 NL: 2.69E2F: ITMS + c NSI d Full ms2 [email protected] [60.00-285.00]

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282.76153.05

253.08

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243.12

254.70149.11 229.08163.22145.04 211.20 272.94121.07 197.21185.0493.17 107.0285.11 271.12

panserinaunisa120ngulposddep060412 07/04/2012 05:58:27

RT: 0.00 - 50.31 SM: 11G

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33.90465.10

19.07355.10

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36.59449.11

25.01686.32

30.18832.43

4.97158.00

9.73371.10

12.02371.10

34.35303.08

33.92465.10

33.15465.10

35.92465.10

39.46465.10

46.85465.10

29.69465.10

10.32465.10

22.34465.10

4.95464.92

19.90465.07

16.14465.10

NL: 1.94E8Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

NL: 1.34E5m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00] MS MixSTD1_060412

NL: 4.20E7m/z= 464.50-465.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

RT: 0.00 - 44.91 SM: 11G

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34.43479.08

44.86668.4437.66

493.1033.48465.106.11

294.1525.59163.04

22.49641.14

7.64371.10

12.75371.10

35.87303.02

33.48465.10

34.41465.1031.52

465.1039.29465.10

5.99465.21

22.49465.10

20.26465.10

27.66465.14

9.80465.07

15.91465.07

NL: 1.41E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 7.40E3Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00] MS panserinaunisa120ngulposddep060412

NL: 7.84E6m/z= 464.50-465.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

MixSTD1_060412 #3112 RT: 34.35 AV: 1 NL: 5.59E5F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00]

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447.07345.07 399.13 429.08369.11315.04144.92 229.05 247.36 285.14162.96

panserinaunisa120ngulposddep060412 #3000 RT: 34.33 AV: 1 NL: 2.30E4F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00]

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319.10 447.21429.18345.14 369.14 399.11289.16277.08237.36163.20 199.17147.09

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panserinaunisa120ngulposddep060412 07/04/2012 05:58:27

RT: 29.46 - 41.82 SM: 11G

30 31 32 33 34 35 36 37 38 39 40 41Time (min)

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34.29479.08

36.83449.11

37.56493.10

33.56451.09

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34.82509.09

38.12517.13

29.64371.10

32.14371.10

39.84371.10

40.55371.10

36.59449.11 37.43

449.11

38.39449.11

35.76449.11

33.15449.11

34.87449.11

39.49449.11

41.34449.11

31.04449.11

29.55449.11

31.76449.11

NL: 3.03E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS mixstd2_060412

NL: 7.92E3Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [110.00-460.00] MS MixSTD1_060412

NL: 2.38E7m/z= 448.50-449.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS MixSTD1_060412

RT: 24.96 - 41.99 SM: 11G

26 28 30 32 34 36 38 40Time (min)

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34.43479.08 37.66

493.1033.48465.10 41.77

593.1936.78287.05

30.65495.08 38.58

648.4125.59163.04

29.67565.16

26.37595.17

34.35287.03

36.80449.11

29.85449.11 33.08

449.0734.41449.11

38.87449.11

30.42449.11

39.70449.11

25.20449.11

29.18449.11

NL: 1.41E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 1.10E4Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [110.00-460.00] MS panserinaunisa120ngulposddep060412

NL: 4.95E6m/z= 448.50-449.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

MixSTD1_060412 #3242 RT: 35.77 AV: 1 NL: 9.48E3F: ITMS + c NSI d Full ms2 [email protected] [110.00-460.00]

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433.13303.05 345.01 383.14329.07 419.11185.30 223.32 238.90153.89 278.99

panserinaunisa120ngulposddep060412 #3136 RT: 35.85 AV: 1 NL: 3.60E3F: ITMS + c NSI d Full ms2 [email protected] [110.00-460.00]

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433.10329.17 345.06 403.18383.18315.08285.14177.68 256.43 440.40227.11205.27147.10panserinaunisa120ngulposddep060412 07/04/2012 05:58:27

RT: 30.72 - 37.03 SM: 11G

31 32 33 34 35 36 37Time (min)

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33.46465.10

36.66435.0934.02

465.1034.45465.10

35.38303.05

31.40371.10

31.71371.10

32.32371.10

35.71371.10

33.46465.10

34.02465.10

34.45465.10

35.90465.10

35.49465.10

32.41465.10

36.18465.10

31.16465.10

31.56465.10

NL: 1.48E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS mixstd3_060412

NL: 0Base Peak m/z= 49.50-50.50 F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00] MS mixstd3_060412

NL: 1.54E7m/z= 464.50-465.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS mixstd3_060412

RT: 30.66 - 36.18 SM: 11G

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34.43479.08

33.48465.10 35.34

303.0531.52597.15

35.86303.05

32.99451.09

31.79371.10

33.48465.10

34.41465.10

33.98465.10

31.52465.10

35.86465.10

31.13465.10

32.90465.10

32.44465.10

NL: 1.41E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 7.40E3Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00] MS panserinaunisa120ngulposddep060412

NL: 7.84E6m/z= 464.50-465.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

mixstd3_060412 #2804 RT: 33.10 AV: 1 NL: 2.44E3F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00]

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447.29303.06 429.02329.01 361.10 411.13262.21 459.99178.08 236.98

panserinaunisa120ngulposddep060412 #2910 RT: 33.31 AV: 1 NL: 2.69E3F: ITMS + c NSI d Full ms2 [email protected] [115.00-480.00]

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447.16428.91329.07 361.11 403.12285.09147.07 240.29 259.15 449.99208.93165.91e:\data\orbi\orbistdmix\mixstd3_060412 06/04/2012 22:19:43

RT: 30.72 - 37.03 SM: 11G

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33.46465.10

36.66435.0934.02

465.1034.45465.10

35.38303.05

31.40371.10

31.71371.10

32.32371.10

35.71371.10

34.47479.08

36.66479.06

35.33479.08

31.68479.08

33.23479.08

36.09479.08

30.83479.08

32.48479.12

NL: 1.48E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS mixstd3_060412

NL: 0Base Peak m/z= 49.50-50.50 F: ITMS + c NSI d Full ms2 [email protected] [120.00-490.00] MS mixstd3_060412

NL: 7.13E5m/z= 478.50-479.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS mixstd3_060412

RT: 30.66 - 36.18 SM: 11G

31 32 33 34 35 36Time (min)

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34.43479.08

33.48465.10 35.34

303.0531.52597.15

35.86303.05

32.99451.09

31.79371.10

34.43479.08

34.00479.12

35.50479.08

33.01479.15

31.10479.08

32.39479.15

31.65479.08

NL: 1.41E7Base Peak F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

NL: 6.26E3Base Peak m/z= 50.00-2000.00 F: ITMS + c NSI d Full ms2 [email protected] [120.00-490.00] MS panserinaunisa120ngulposddep060412

NL: 1.46E7m/z= 478.50-479.50 F: FTMS + p NSI Full ms [150.00-1000.00] MS panserinaunisa120ngulposddep060412

mixstd3_060412 #2910 RT: 34.34 AV: 1 NL: 4.00E3F: ITMS + c NSI d Full ms2 [email protected] [120.00-490.00]

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461.01398.90 443.25345.10 380.91317.00262.80241.21 275.01217.29158.56

panserinaunisa120ngulposddep060412 #2982 RT: 34.13 AV: 1 NL: 5.98E3F: ITMS + c NSI d Full ms2 [email protected] [120.00-490.00]

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317.07 461.08438.03424.91399.04299.16 347.01147.12 369.16256.93163.05 239.11183.20

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