Biochemical Systematics and Ecology 29 (2001) 947–957

Flavonoids as chemotaxonomic markers for Asteraceae V.P. Emerencianoa,*, J.S.L.T. Milita* ob, C.C. Camposa, P. Romoff c, M.A.C. Kapland, M. Zambond, A.J.C. Branta * Paulo, Caixa Postal 26077, 05513-970, Sao * Paulo, Brazil Instituto de Qu!ımica, Universidade de Sao b Lab. de Qu!ımica, Campus UNIR, Km 12 Br 364, Porto Velho, RO, Brazil c # * Paulo, Brazil Faculdade de Ciencias Exatas e Experimentais, Universidade Mackenzie, 01239-902, Sao d ! Nucleo de Pesquisas de Produtos Naturais, Universidade Federal do Rio de Janeiro, 21941-590, Rio de Janeiro, Brazil a

Received 9 August 2000; accepted 15 January 2001

Abstract Flavonoids have been shown to be good taxonomic markers for Asteraceae. More than 800 compounds comprising 4700 flavonoid occurrences were included in a computational system specially made for chemotaxonomic purposes. Some implications of flavonols, flavones and other types as well as structural features of them are discussed for tribes and subtribes of Asteraceae. # 2001 Elsevier Science Ltd. All rights reserved. Keywords: Asteraceae; Flavonoids; Computer analysis; Chemotaxonomy

1. Introduction Asteraceae has been studied worldwide from the botanical (Bremer, 1994) and chemical (Harborne and Mabry, 1982) standpoints. Controversies about phylogeny and affinity of infra-familial groups as well as uncertain positioning of some genera are still considerable. Bremer (1994, 1996) discussed evolutionary trends in Asteraceae, and Jansen (1990), through research on chloroplast DNA (cpDNA) restriction site, published a hypothetical cladogram for the family by demonstrating that its basal group could be the Barnadesieae. Mendiondo et al. (1997) showed that this group has a very simple flavonoid pattern. *Corresponding author. Fax: +55-11-3815-5579. E-mail address: [email protected] (V.P. Emerenciano). 0305-1978/01/$ - see front matter # 2001 Elsevier Science Ltd. All rights reserved. PII: S 0 3 0 5 - 1 9 7 8 ( 0 1 ) 0 0 0 3 3 - 3

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Because flavonoids have a wide structural diversity and have been isolated in great scale from Asteraceae species, they can be used as taxonomic markers at lower hierarchical levels (Crawford, 1978). The present work describes a computer-assisted method, especially developed for chemotaxonomic purposes. It has been applied on tribes and subtribes of Asteraceae concerning flavonoids as chemotaxonomic markers and can be adapted to other plant families. Albeit there are some controversies on the usage of flavonoids to solve taxonomic problems, we have attempted in this study to show that, since a large amount of data is employed, some inferences may be made, when these markers are utilized. Besides demonstrating that flavonoid data exhibit a certain coherence with the classifications of Asteraceae at an infra-familial level, we show here as well a powerful tool for dealing with this type of chemical marker, when the number of data points is hardly a problem. Thus the development of a program for data filing, evolutionary parameter calculations and presentation of the results is a protocol that can be simply adapted to other plant families.

2. Methodology In this work we used Bremer (1994) classification as well as Jansen (1990) classification to assign genera into subtribes and tribes. A database was built from data compiled from Harborne et al., 1975; Harborne and Mabry, 1982 and updated from all the subsequent specialized literature up to 1999. All the collected compounds, the names of tribes, subtribes, genera and species were recorded in this database. The large number of isolated flavonoids required the use of a computer-assisted method to store and recover data. Alvarenga et al. (1995) used similar methodology in studies on diterpenes in Asteraceae. When each flavonoid occurrence is included into a computer program, this automatically searches in databases for the corresponding tribe’s name and registers in another database all the information related to tribes, subtribes, genera and species as well as the bibliographic references. Another flavonoid database has been especially developed based on the chemical literature. Its numbering was ordered in such a manner that, when each structure is entered, an automatic matching is done against previously recorded data, in order to prevent duplications. The number of isolated flavonoids from a taxon can then be calculated. Our methodology also allows to do an automatic calculation of the evolutionary advancement parameters utilized in chemosystematic studies for flavonoids according to Emerenciano et al. (1987).

3. Results and discussion In the flavonoid database for Asteraceae there are 4700 occurrences concerned with about 800 different compounds. Table 1 shows a list of tribes and subtribes

V.P. Emerenciano et al. / Biochemical Systematics and Ecology 29 (2001) 947–957 Table 1 Tribes and subtribes from Asteraceae according to Bremer (1994) Tribe

Subtribe

Anthemideae (ANT)

Achilleinae (ACH) Anthemidinae (ANT) Artemisiinae (ART) Chrysantheminae (CHR) Gonosperminae (GON) Leucantheminae (LEU) Matricariinae (MAT) Tanacetinae (TAN) Ursiniinae (URS) Asterinae (AST) Solidagininae (SOL)

Astereae (AST) Barnadesieae (BAR) Calenduleae (CAL) Cardueae (CAR)

Eupatorieae (EUP)

Gnaphalieae (GNA)

Helenieae (HLN)

Heliantheae (HLT)

Inuleae (INU) Lactuceae (LAC)

Carduinae (CAD) Carlininae (CAR) Centaureinae (CEN) Ageratinae (AGE) Alomiinae (ALO) Critoniinae (CRI) Disynaphiinae (DIS) Eupatoriinae (EUP) Gyptidinae (GYP) Liatrinae (LIA) Mikaniinae (MIK) Oxylobinae (OXY) Praxelinae (PRA) Angianthinae (ANG) Cassiniinae (CAS) Gnaphaliinae (GNA) Baeriinae (BAE) Chaenactidinae (CHA) Flaveriinae (FLA) Gaillardiinae (GAI) Hymenopappinae (HYM) Madiinae (MAD) Pectidinae (PEC) Peritylinae (PER) Ambrosiinae (AMB) Coreopsidinae (COR) Helianthinae (HLT) Melampodiinae (MEL) Rudbeckiinae (RUD) Verbesininae (VER) Crepidinae (CRE) Hieraciinae (HIE) Hypochaeridinae (HYP) Lactucinae (LAC) Microseridinae (MIC)

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Table 1 (continued) Tribe

Subtribe Scorzonerinae (SCO) Sonchinae (SON) Stephanomeriinae (STE)

Liabeae (LIA) Mutisieae (MUT)

Mutisiinae (MUT) Nassauviinae (NAS)

Plucheeae (PLU) Senecioneae (SEN)

Senecioninae (SEM) Tussilagininae (TUS) Lychnophorinae (LYC) Vernoniinae (VER)

Vernonieae (VER)

Table 2 Occurrences of flavonoid types in tribes of Asteraceaea Tribes

Flavonol

Flavone

Flavanone

Chalcone

Aurone

Dihydroflavonol

Dihydrochalcones

ANT AST BAR CAL CAR EUP GNA HLN HLT INU LAC LIA MUT PLU SEN VER

438 316 122 1 50 149 226 552 392 79 49 8 31 8 12 5

387 97 0 0 161 121 64 209 181 10 343 0 29 1 1 22

19 21 1 0 9 26 30 61 52 11 11 0 19 7 3 2

1 0 0 0 0 6 18 14 138 0 1 0 3 0 3 0

0 0 2 0 0 0 1 16 87 0 0 0 0 0 0 0

4 1 0 0 0 4 2 7 1 7 1 3 3 0 1 1

0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0

a

For a glossary of three-letter acronyms see Table 1.

according to Bremer’s classification of the Asteraceae. Table 2 shows the occurrences of flavonoids in tribes of Asteraceae. After a careful analysis of data recorded in Table 2, it was possible to perceive a pattern to flavonoid-type production by Asteraceae species, i.e., the trend of a taxon in producing preferentially one flavonoid type rather than another one. Multiple regression analysis applied on the data listed in Table 2 showed that, if one uses a flavonol as an independent variable versus the other flavonoid types, a correlation value R ¼ 0:89 is then obtained. According to Harborne (1977), for one taxon the ratio flavone/flavonol may be useful as an indication of evolutionary trends. The high levels of

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flavonol produced by Barnadesiinae species allied to the low levels of other flavonoid types (1-flavanone, 2-aurones) is in accordance with studies using cpDNA by Jansen et al. (1990, 1998), who places this group at a basal position within the family. To date the major flavonoid variability has been observed in Asteroideae (sensu Bremer, 1994, 1996) if one compares this subfamily with the Barnadesioideae, Carduoideae, and Cichorioideae. Nevertheless, some tribes of the former subfamily are not characterized by the presence of flavonoids, for example, Plucheae, Calenduleae and Senecioneae. The latter tribe has been studied, and it contains sesquiterpenoids and pyrrolizidine alkaloids (Zdero and Bohlmann, 1990). However, the maximal expression of flavonoid diversification in Asteraceae can be seen in Anthemideae, Heliantheae, Helenieae and Eupatorieae. These data are consistent with the phylogeny of Bremer (1996), who puts the Asteroideae at an advanced position. Both Bremer and Jansen agreed in placing the Barnadesieae in a basal position in their cladograms. The basal position of the Barnadesieae probably is due to the absence of flavones in its flavonoid chemistry. One can point out here that at least, so far, the presence of such secondary metabolites in this tribe has not yet been detected in the literature. The ratio flavonol/flavone was weighed up by Harborne (1977) as a primitive characteristic. Thus it is striking how the basal group of Asteraceae exhibits a flavonoid pattern considered primitive by the experts in the chemistry of flavonoids. Another important variable indicated by Harborne (1977) in studies on flavonoids as a chemical advancement in the angiosperms is the difference between the phenolic hydroxyl protection groups present in such compounds. The parameters from this phenomenon were also calculated by Emerenciano et al. (1987) and recalculated for tribes and subtribes according to Bremer (1994). Table 3 displays the values of evolutionary advancement parameters estimated for each tribe: (O-methyl (EAM) or O-glycosyl-protection (EAG)) of flavonoid hydroxyl groups and oxidation level, according to Emerenciano et al. (1987). Fig. 1 indicates an inverse correlation (R ¼ 0:77) between aspects of evolutionary parameters (EAM, EAG) and flavonoids for tribes of Asteraceae. There is a high degree of O-methyl protection for flavonoids from the subfamily Asteroideae (tribes Eupatorieae, Anthemideae, Inuleae, Plucheae and Astereae); a moderate degree for the tribes Helenieae, Heliantheae, Gnaphalieae, Cardueae, Liabeae and Senecioneae. The point corresponding to the Calendulae in Fig. 1 is dubious due to the small number of flavonoids isolated from this tribe. The Lactuceae is an interesting case, for it has a chemistry relatively rich in highly glycosylated and poorly methylated flavonoids. It occupies a differentiated point in the diagram. It is interesting to note that this tribe was treated as a subfamily in the old classification system of Wagenitz (1976). At a lower hierarchical level, for instance subtribes, the same phenomenon is observed. Table 4 shows the occurrence numbers as well as the EAM and EAG values for subtribes of Asteraceae. From the correlation of these parameters (Fig. 1, result R ¼ 0:77), it seems that there is a compable phenomenon in Asteraceae subtribes as with the tribes.

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Table 3 Chemical parameters for flavonoids from tribes of Asteraceaea Tribe

EAM

EAG

EAOA

EAOB

ANT ARC AST BAR CAL CAR EUP GNA HLN HLT INU LAC LIA MUT PLU SEN VER

0.3700

0.0460

2.40

1.25

0.3790 0.0014 0.2000 0.1680 0.5060 0.2100 0.1960 0.1400 0.3320 0.0038 0.0920 0.2070 0.3580 0.1470 0.1470

0.0220 0.1893 0.2000 0.1420 0.0260 0.0710 0.0680 0.1130 0.0230 0.2140 0.0500 0.0470 0.0000 0.1400 0.0854

2.14 1.34 1.00 1.80 2.60 1.52 1.91 1.36 1.91 1.06 1.50 1.31 2.00 1.30 1.26

1.88 2.32 3.00 0.46 1.37 0.46 1.46 0.91 1.60 0.64 3.00 0.18 0.62 0.50 0.23

a EAOA and EAOB: Evolutionary Advancement Indices for selected taxa with respect to oxidation values of rings A and B of flavonoids, respectively. EAM and EAG: Evolutionary Advancement Indices for selected taxa with respect to O-methylflavonoids and O-glycosylflavonoids, respectively.For a glossary of three-letter acronyms see Table 1.

Fig. 1. Correlations of EAG versus EAM values for tribes of Asteracae. For the glossary of three-letter acronyms, see Table 1.

4. Search for oxidation patterns in rings A and B for flavonoids Previous studies, Harborne (1977) and Emerenciano et al. (1987), examined hydroxyl-groups protection by methylation and by glycosylation in Asteraceae. The

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Table 4 Chemical parameters for flavonoids from subtribes of Asteraceaea Tribe

Subtribe

Occur

ANT

ACH ANT ART CHR GON LEU MAT TAN URS AST SOL CAD CAR CEN AGE ALO CRI DIS EUP GYP LIA MIK OXY PRA ANG CAS GNA BAE CHA FLA GAI HYM MAD PEC PER AMB COR HLT MEL RUD VER CRE HIE HYP LAC MIC SCO SON STE MUT

413 215 137 8 2 3 13 20 2 258 92 67 33 114 30 70 4 2 130 2 1 2 14 33 15 109 215 40 189 2 40 1 235 108 44 34 190 309 57 10 61 10 23 26 94 1 7 56 55 73

AST CAR EUP

GNA HLN

HLT

LAC

MUT a

EAM 0.400 0.370 0.290 0.290 0 0.200 0.300 0.470 0.330 0.370 0.380 0.120 0.220 0.180 0.870 0.380 0.400 0.230 0.495 0.650 0.170 0.400 0.480 0.550 0.280 0.070 0.270 0.030 0.160 0.180 0.340 0.600 0.200 0.067 0.490 0.440 0.060 0.120 0.170 0.270 0.300 0.030 0 0 0.002 0 0.060 0.004 0 0.200

EAG 0.049 0.010 0.036 0.080 0 0.110 0.090 0.030 0 0.003 0 0.200 0.060 0.130 0 0.0610 0 0 0.026 0 0 0 0 0 0 0.130 0.047 0.240 0.17 0.100 0.030 0 0 0.150 0 0.040 0.210 0.090 0.120 0.052 0.013 0.150 0.175 0.190 0.227 0.250 0.310 0.200 0.210 0.040

EAOA

EAOB

2.530 2.400 2.020 2.750 1.000 3.000 2.230 2.500 1.000 2.470 1.240 1.540 1.820 1.950 3.530 2.690 1.000 1.000 2.580 2.000 1.000 3.000 2.570 1.960 2.200 0.910 1.750 0.450 1.750 3.000 3.250 3.000 1.950 1.590 2.590 2.820 0.580 1.350 2.050 3.000 2.070 1.000 0 1.000 1.020 1.000 6.860 1.070 1.000 1.250

1.210 1.340 1.200 2.250 3.000 3.000 2.380 0.600 3.000 2.100 1.240 0.100 0.330 0.840 2.800 2.030 1.500 2.000 1.090 3.000 5.000 1.000 1.710 0.030 0.870 1.270 0.150 0.800 1.590 2.000 0.100 1.000 1.200 2.940 1.500 1.650 0.160 1.020 1.980 1.600 0.870 1.000 0 1.460 0.640 1.000 0.140 0.460 0.450 0.230

EAOA and EAOB: Evolutionary Advancement Indices for selected taxa with respect to oxidation values of rings A and B of flavonoids, respectively. EAM and EAG: Evolutionary Advancement Indices for selected taxa with respect to O-methylflavonoids and O-glycosylflavonoids, respectively. For a glossary of three-letter acronyms, see Table 1.Occur means number of occurrences.

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Table 5 Substitution patterns for flavones from tribes of Asteraceae Tribe

60

60 , 80

20 , 30 , 40

30 , 40

30 , 40 , 500

20 , 30 , 40 , 50 , 60

ANT AST BAR CAL CAR EUP GNA HLN HLT INU LAC LIA MUT PLU SEN VER

70.75 27.27 0.00 0.00 34.85 80.26 34.88 50.0 68.78 0.00 6.99 0.00 38.46 0.00 0.00 5.56

5.93 1.81 0.00 0.00 4.54 19.74 20.93 22.13 10.64 0.00 2.80 0.00 0.00 0.00 0.00 16.67

5.93 1.81 0.00 0.00 2.27 15.79 11.63 17.21 9.22 0.00 2.80 0.00 0.00 0.00 0.00 5.56

0.00 16.36 0.00 0.00 6.06 10.53 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00

49.01 52.73 0.00 0.00 46.21 63.16 44.19 58.20 53.90 0.00 59.44 0.00 15.38 0.00 0.00 72.22

1.66 14.29 0.00 0.00 0.00 27.50 0.00 1.14 0.00 0.00 0.00 0.00 0.00 0.00 0.00 10.53

Table 6 Substitution patterns for flavonols from tribes of Asteraceae Tribe

6

6, 8

20 , 30 , 40

30 , 40

30 , 40 , 50

20 , 30 , 40 , 50 , 60

ANT AST BAR CAL CAR EUP GNA HLN HLT INU LAC LIA MUT PLU SEN VER

76.31 12.71 1.20 0.00 58.10 66.30 19.20 45.80 47.40 61.20 0.00 0.00 16.70 0.00 0.00 0.00

1.39 8.50 0.00 0.00 0.00 0.90 19.20 7.70 3.60 2.00 0.00 0.00 0.00 0.00 10.00 0.00

0.35 1.69 0.00 0.00 0.00 0.90 4.00 4.00 1.03 2.00 0.00 0.00 0.00 0.00 0.00 0.00

0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00

69.34 61.02 51.20 0.00 53.49 64.60 50.90 76.40 71.10 71.30 85.37 0.00 75.0 0.00 50.0 0.00

0.27 5.16 0.00 0.00 6.98 0.85 4.14 2.36 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00

same tendency has been re-confirmed, but now using a larger database than that previously utilized by Emerenciano et al. (1987). The new database program we are concerned with is endowed with more options. It is capable, for example, of looking for any oxidation pattern or any oxygenated substituent groups on the flavonoid skeletons belonging to all hierarchic levels. Some hydroxyl substitutions at rings A and B, considered primitive or derived features, have been selected and tabulated (Tables 5–7). By these means, patterns of

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Table 7 Substitution patterns for flavanones from tribes of Asteraceae Tribe

6

6,8

20 , 30 , 40

30 , 40

30 , 40 , 50

20 , 30 , 40 , 50 , 60

ANT AST BAR CAL CAR EUP GNA HLN HLT INU LAC MUT PLU SEN VER

0.00 0.00 0.00 0.00 14.29 30.77 7.14 2.17 2.78 0.00 0.00 6.25 0.00 0.00 0.00

0.00 0.00 0.00 0.00 0.00 0.00 10.71 2.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00

0.00 0.00 0.00 0.00 0.00 0.00 3.57 2.17 0.00 0.00 0.00 0.00 0.00 0.00 0.00

0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00

16.67 21.43 0.00 0.00 0.00 53.85 25.00 54.35 44.44 57.14 90.91 25.00 50.00 0.00 0.00

0.00 0.00 0.00 0.00 0.00 7.14 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00

hydroxylation at positions 6; 6 and 8; 20 ,30 ,40 ; 30 ,40 ; 30 ,40 ,50 and 20 ,30 ,40 ,50 ,60 for flavones, flavonols and flavanones were studied, respectively. Analyses of data in Tables 5–7 led to the following conclusions: (1)With regard to flavones, it is incorrect to suppose that the tribes belonging to the Asteroideae, sensu Bremer (1994), produce flavonoids with oxygenation at position 6 to a great degree. Species of Asteroideae exhibited 35% of flavones with position 6 oxygenated against 14% from species of Cichorioideae. The highest degree attainable in 6-hydroxylation is found in Eupatorieae and Helenieae. These tribes are cited in recent studies based on cpDNA by Jansen et al. (1990) as being advanced. (2) With regard to flavonols, the same phenomenon is observed as in flavones, and a ratio 35/16% for Asteroideae/Cichorioideae is found. Carduoideae, recognized as a subfamily by Bremer (1996), showed advanced status as follows: (1) flavone/flavonol ratio (146/59), a high degree of oxidation pattern at position 6 for flavone and flavonol, and a low degree of oxygenation at C-8 for flavones; (2) the flavonoid chemical data for the tribe Cardueae, sensu Jansen et al. (1998), is atypical. If one takes account into these data, its subfamily status allocated by Bremer (1996) is supported. For flavanones the oxidation patterns did not show systematically relevant distribution to date, because of the small number of these substances isolated. It is also important to point out that the production of aurones and chalcones by the Heliantheae and Helenieae, mainly in Coreopsis, which is considered by Jansen a tribe. The oxidation patterns of the part derived from polyketide and shikimate routes were also calculated separately for flavonoids, flavones, and flavanones (Table 8). An attempt to correlate these parameters has been made by using multiple regression analysis. When we utilize the EAAO value of flavonols as a dependent variable, we

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Table 8 Evolutionary parameters for flavonoids from tribes of Asteraceaea

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16

Tribe

EAOA_OL

EAOA_ONE

EAOA_NONE

EAOB_OL

EAOB_ONE

EAOB NONE

ANT AST BAR CAL CAR EUP GNA HLN HLT INU LAC LIA MUT PLU SEN VER

2.49 2.30 1.30 1.00 2.14 2.67 1.56 2.04 1.99 2.04 1.00 1.50 1.21 3.00 1.33 1.00

2.43 2.05 0.00 0.00 1.72 3.11 2.06 2.34 2.69 2.20 1.133 0.00 1.58 1.00 3.00 1.45

1.00 1.00 1.00 0.00 1.22 1.50 1.46 0.42 0.91 1.00 1.00 1.00 1.11 1.00 1.00 0.33

2.41 2.80 2.36 3.00 2.22 2.32 1.91 2.36 2.50 2.50 2.76 3.00 2.52 2.75 2.17 2.60

0.11 0.75 0.00 0.00 0.16 1.21 0.71 0.03 0.03 0.00 0.37 0.00 0.58 1.00 1.00 0.55

2.50 2.90 1.00 0.00 2.50 2.08 3.48 1.49 2.33 1.72 1.18 0.00 2.89 1.86 3.00 4.33

a

EAOA OL, EAOA ONE, EAOA NONE, EAOB OL, EAOB ONE and EAOB NONE: Evolutionary Advancement Indices for selected taxa with respect to oxidation values of rings A and B of flavonols, flavones and flavanones, respectively. For a glossary of three-letter acronyms, see Table 1.

achieve a positive correlation R ¼ 0:70, which shows that the evolutionary parameters are interlinked.

5. Conclusion The metabolism of Asteraceae seems to balance a major production of flavonoid metabolites against the production of other different metabolites. This aspect has been studied in two lines: first as the number of flavonoids isolated from tribes; second as the total means of oxidation level of these metabolites calculated separately for types, and rings A and B. This can be seen through the preferential number of occurrences of types in tribes as well as from our statistical model, which is capable of showing the biogenetic dependence on a type in relation to the others. The preponderance of oxidation on position 6 instead of positon 8 in all the tribes reinforces the status of Asteraceae as an advanced group, a fact accepted in the literature and now corroborated by a large database. In order to establish new hypotheses about chemical evolution of Asteraceae, we think that it is inconsistent to regard to date only the flavonoids present in this family to do that. The large database related to their flavonoids and, in addition, studies based on cpDNA show some trends of a group separation from the Asteraceae. As a continuation of this study, we intend to build new databases from other chemical markers, for example, terpenoids, polyacetylenes, etc., evaluate them together with available cpDNA data. So the utilization of a greater diversity of data will give us

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safer tools to elucidate in the near future some still existing doubts concerning the chemical evolution of the Asteraceae.

Acknowledgements This work was supported by Grants from the Fundac*ao de Amparo a" Pesquisa do Estado de S*ao Paulo (FAPESP) and by the Conselho Nacional de Desenvolvimento ! Cientı´ fico e Tecnologico (CNPq).

References Alvarenga, S.A.V., Rodrigues, G.V., Gastmans, J.P., Emerenciano, V.P., 1995. Natural product substitution pattern and skeletal recognition method. Nat. Products Lett. 7, 133–140. Bremer, K., 1994. Asteraceae: Cladistics and Classification. Timber Press, Portland, OR. Bremer, K., 1996. Major clades and grades of the Asteraceae. In: Hind, D.J.N., Beentje, H.J. (Eds.), Compositae: Systematics Proceedings of the International Compositae Conference, Vol. 1. Royal Botanic Gardens, Kew, pp. 1–7. Crawford, D.J., 1978. Flavonoid chemistry and angiosperm evolution. Bot. Rev. 44, 431–456. Emerenciano, V.P., Ferreira, Z.S., Kaplan, M.A.C., Gottlieb, O.R., 1987. A chemosystematic analysis of tribes of Asteraceae involving sesquiterpene lactones and flavonoids. Phytochemistry 26, 3103–3115. Harborne, J.B., 1977. Flavonoids and evolution of the Angiosperms. Biochem. Syst. Ecol. 5, 5–22. Harborne, J.B., Mabry, T.J. (Eds.), 1982. The Flavonoids: Advances in Research, Vols. 1–2, Chapman & Hall, London. Harborne, J.B., Mabry, T.J., Mabry, H., 1975. The Flavonoids. Chapman & Hall, London. Jansen, R.K., Holsinger, K.E., Michaels, H.J., Palmer, J.D., 1998. Phylogenetic implication of chloroplast DNA restriction site variation in the Mutisisie (Asteraceae). Am. J. Bot. 75, 753–756. Jansen, R.K., Holsinger, K.E., Michaels, H.J., Palmer, J.D., 1990. Phylogenetic analysis of chloroplast DNA restriction site data at higher taxonomic levels: an example from the Asteraceae. Evolution 44, 2005–2081. Mendiondo, M.E., Ju!arez, B.E., Seeligmann, P., 1997. Flavonoid patterns of some Barnadesioideae (Asteraceae) eventual chemosystematic significance. Biochem. Syst. Ecol. 25, 673–674. Wagenitz, G., 1976. Systematics and phylogeny of the Compositae. Plant Syst. Evol. 125, 29–46. Zdero, C., Bohlmann, F., 1990. Systematics and evolution of the Compositae, seen with the eyes of a chemist. Plant Syst. Evol. 171, 1–14.

Flavonoids as chemotaxonomic markers for Asteraceae

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an ABX system characteristic of a 1,2,4- trisubstituted aromatic ring (B ring), but. IV, V, VI and VII show an A_B, pattern of 1,4-disubstituted aromatic ring.

Flavonoids from Inula viscosa
(27) Kavka, J., Guerreiro, E., Giordano, O. S. (1977) An. Quim. 73,. 305-306 ... (30) Wagner, H., Chari, V. M., Sonnenbichler, J. (1976) Tetrahedron. Lett., 1799- ...

using rapd markers - Semantic Scholar
RAPD data were used to calculate a Squared Euclidean Distance matrix, and based on this, cluster ... Africa, South-East, Asia, U.S.A, Brazil, Australia and. Turkey. In some ... homogenate was cooled to room temperature and extracted with 5 ...

Universal markers for comparative mapping and ...
in all samples of the Carduoideae, Cichorioideae, or Aster- oideae may indeed turn out to be useful within an entire subfamily even if they are not more broadly ...

Identification of putative trait based markers for Genetic ... - CiteSeerX
carbon neutral renewable energy and raw material for paper and solid ... on further validation can provide resources for identification of ... (Table 2). Template DNA (50 ng) was amplified in a reaction volume of 10µL containing 1.0 L 10X PCR.

Microsatellite markers for the roman, Chrysoblephus ...
and Protocols: Methods in Molecular Biology (eds Krawetz S,. Misener S), pp. 365–368. Humana Press, Totowa, New Jersey. Code available online at ...

using rapd markers - Semantic Scholar
based on this, cluster analysis was done using minimum variance algorithm. Cluster analysis showed two major groups. Each sub-group was characterized ...

Characterization of microsatellite markers for the ... - Wiley Online Library
tree, Lithocarpus densiflorus. VERONICA R. F. MORRIS and RICHARD S. DODD. Department of Environmental Science, Policy and Management, University of ...

Novel polymorphic nuclear microsatellite markers for ...
Sep 9, 2011 - Plant DNA C-values Database, release 5.0, December. 2010) and the extensive repetitive nature of their DNA. (Scotti et al. 2002). In order to ...

Melampolides from Ichthyothere terminalis (Asteraceae ...
tribe Heliantheae, was collected by F.B. Da Costa on February 2002 at Fazenda. Água Limpa, DF .... Heliantheae (Da Costa et al., 2001; Schorr et al., 2002).

Embossing With Markers - Constant Contact
Layer 2: 5 1/8” x 3 7/8” Tangerine Tango Card. Stock. Layer 3: 5 x 3 ¾” Very Vanilla Card Stock. Inside Layer: 5 x 3 ¾”, stamped with crumb cake. “road grime” stamp. Instructions: Step 1: Using the road grime stamp, stamp the image mult

A panel of ancestry informative markers for estimating ...
Mark Shriver,1 Matt Thomas,2 Jose R Fernandez,3 and Tony Frudakis2. 1Department of Anthropology, Pennsylvania State University, University Park, ...... Phair JP, Goedert JJ, Vlahov D, Williams SM, Tishkoff SA, Winkler CA,. De La Vega FM, Woodage T, S

Identification of putative trait based markers for ... - Semantic Scholar
low productivity of Eucalyptus plantations in India, ... at http://dendrome.ucdavis.edu/ index.php. In eucalypts ... The present paper highlights the development of.

Development of polymorphic markers for Cirsium ...
to create libraries enriched for four microsatellite motifs ... Correspondence: T. A. Bodo Slotta, Fax: 701-239 1252; E-mail: ... template. Cycle parameters were as follows: 94 °C 3 min,. 35 cycles at 94 °C 40 s, 45–60 °C 40 s, 72 °C 30 s, and

Isolation of microsatellite markers for the endangered ...
from South Africa (IUCN Red Data-listed). Its distribution ... SequiTherm EXCEL II DNA Sequencing Kit-LC (Epicentre ... Fragment analysis was performed on an.

Isolation of microsatellite markers for the endangered ...
*Center for Research and Conservation, Royal Zoological Society of Antwerp, ... Technologies) and sequencing products were separated on .... frequency data.

Microsatellite DNA markers for Plasmopara viticola, the ...
of 30 s at 95 °C, 30 s at the appropriate annealing temperature. (Table 1) and .... and Protocols: Methods in Molecular Biology (eds Krawetz S,. Misener S), pp.