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Electronic Journal of Biotechnology
Universidad Católica de Valparaíso
ISSN: 0717-3458
Vol. 10, Num. 1, 2007, pp. 1-12

Electronic Journal of Biotechnology, Vol. 10, No. 1, Jan 15, 2007, pg. 1-12

RESEARCH ARTICLE

Assessment of genetic diversity in sesame (Sesamum indicum L.) detected by Amplified Fragment Length Polymorphism markers

Ghulam M. Ali*1 , Sirato Yasumoto2 , Masumi Seki-Katsuta3

1 Agriculture Biotechnology Program, National Agriculture Research Center, Park Road ,Islamabad , Pakistan Tel: 92 51 9255217 Fax: 92 51 9255034 E-mail: drgmali@yahoo.ca  
2Laboratory of New Crops Breeding, National Institute of Crop Sciences, National Agriculture Research Organization, Kannondai 2-1-18 Tsukuba,Ibaraki 305-8666, Japan Tel: 81 29 838 8393 Fax: 81 29 838 8475 E-mail: katsuta@affrc.go.jp 
3 Laboratory of New Crops Breeding, National Institute of Crop Sciences, National Agriculture Research Organization, Kannondai 2-1-18 Tsukuba,Ibaraki 305-8666, Japan Tel: 81 29 838 8393 Fax: 81 29 838 8475 E-mail: katsuta@affrc.go.jp
*Corresponding author

Financial support: This work was performed under the fellowship for G.M. Ali. Authors are grateful to Japan Society for Promotion of Science and Natural Science and Engineering Research Council Canada for this award and financial support.

Code Number: ej07002

Abstract

Sesame (Sesamum indicum L.) is one of the oldest oil crops and is widely cultivated in Asia andAfrica . To determine the level of genetic diversity in relation to geographical origins and morphological characteristics, a total of 96 accessions have been collected from different parts of the world and were analyzed using AFLP techniques. Twenty-one primer pairs generated a total of 445 bands and among them 157 (35%) were polymorphic. Using UPGMA clustering analysis method based on the similarity coefficient, accessions were separated into two major groups. The first group mostly consists of Eastern Asian origin and another group consists of South Asian origin. Sub-clusters separated the accessions and form distinct diversity among groups. Considering the relatednessof accessions, geographical origin and their morphological characteristics are reflected to the similarity of AFLP pattern.

Keywords: AFLP, genetic diversity, geographical origin, morphology, sesame.

Abbreviations:

AFLP: Amplified Fragment Length Polymorphism

Sesame (Sesamum indicum L.) family Pedaliaceae, is one of the most ancient oilseeds crop known to mankind. It was cultivated and domesticated on the Indian subcontinent during Harappan and Anatolian eras (Bedigian et al. 1985; Bedigian et al. 2003) but now it is grown in many parts of the world. However,Asia is rich in diversity of cultivated sesame. It is an important source of edible oil and is widely used as a one of the ingredients in food products especially in bakery foods and animal feed. Sesame oil has medicinal and pharmaceutical value and is being used in many health cure products. Sesame seed contains 50-60% oil and 25% protein with antioxidants lignans such as sesamolin, sesamin and has been used as active ingredients in antiseptics, bactericides, viricides, disinfectants, moth repellants, anti-tubercular agents (Bedigian et al. 1985) and considerable source of calcium, tryptophan, methionine and many minerals (Johnson et al. 1979). These lignan contents have beneficial physiological effects in animal and human health (Ashakumary et al. 1999). Composition of fatty acid in sesame oil is variable between different cultivars (Yermanos et al. 1972; Brar, 1982). Effective antioxidant properties of sesame seed oils are characterized by the presence of lignans, sesamin and sesamolin (Fukuda et al. 1986). These highly important characteristics have lead researchers to develop interest in biochemical analysis and in identifying the accessions having rich beneficial oil contents, in order to make efforts for the improvement of this crop using advanced technologies.

Recently, the use of AFLP in genetic marker technologies has become the main tool due to its capability to disclose a high number of polymorphic markers by single reaction (Vos et al. 1995). It is a useful technique for breeders to accelerate plant improvement for a variety of criteria, by using molecular genetics maps to undertake marker-assisted selection and positional cloning for special characters. Molecular markers are more reliable for genetic studies than morphological characteristics because the environment does not affect them. In sesame, few reports have been published on the analysis of the diversity viz., RAPD (Bhat et al. 1999), isozymes (Isshiki and Umezaki, 1997), morphological and agronomic characters (Bedigian et al. 1986) but a little work has been done on sesame using AFLP molecular techniques for evaluating genetic diversity in relatedness with geographical origin.

AFLP markers have successfully been used for analyzing genetic diversity in some other plant species such as peanut (Herselman, 2003), soybean (Ude et al. 2003), and maize (Lübberstedt et al. 2000). These studies have indicated that the AFLP technique is highly applicable for molecular discrimination at the species level.

The identification of genetic relationship among the cultivars based on biochemical and molecular analysis will be used in further genetic improvement. It will also provide support for selection of crossing combinations from bulk parental genotypes and for broadening the genetic basis of breeding programs. Therefore, it is necessary to study cultivars at the molecular level to distinguish them for their special characters and to differentiate varieties collected from different regions of the world.

In this context, the aims of the present study were to find out the relationships between sesame cultivars including breeding lines and, to analyze their genetic relationships for further genotypes identification. First, to determine varietals differences among varieties collected from different regions of the world, and second to describe the genetic similarity between accessions and confirm them by using morphological parameters.

Materials and Methods

Plant material

Ninety-six accessions including breeding lines, experimental lines and local varieties collected from different regions of the world were analyzed (Table 1) for AFLP. This material was maintained at the National Institute of Crop Sciences Tsukuba, Japan . Each accession had homogeneous material therefore a single plant was used from each one.

Table 1. Morphological data and country of origin for the sesame accessions used in AFLP analysis.


S. No.

Accession name

Acc. code

Acc. type

Branching
habit

Number of flowers per
axel/Capsule type

Seed coat
colour

Country of
origin

1

Ses-146

S9

L

3

1B

4

Bangladesh

2

Ses-191

S10

L

3

1B

4

Bangladesh

3

H-65

S2

L

1

1B

1

China

4

22M1439

S18

L

3

3B

1

China

5

Toyama-802

S19

L

3

3B

6

China

6

Toyama-803

S20

L

3

3Q

1

China

7

China Kanan

S47

L

3

3B

1

China

8

Danbaeckae

S21

L

3

3B

1

China

9

Introduction line

S89

L

3

1B

1

Guatemala

10

EC-244632

S7

L

3

1B

1

India

11

IC-23279-1

S11

L

3

1B

6

India

12

IC-43110

S12

L

3

1B

6

India

13

IC-96175

S13

L

3

1B

1

India

14

Toyama 585

S71

L

1

1B

4

India

15

NIC-16365

S73

L

3

1B

1

India

16

1991-2003

S8

L

3

3B

2

Israel

17

T.006 Sesamin less

S84

E. L

1

1B

5

Japan

18

T.4292 Sesamin less

S85

E. L

4

3-1Q

1

Japan

19

Toyama 40221 Indehiscent

S90

E. L

3

3B

1

Japan

20

Toyama 308 Indehiscent

S91

E. L

3

1B

4

Japan

21

Iwatekuro

S1

L

3

1B

7

Japan

22

Masekin

S3

L

4

3B

3

Japan

23

Toyama-925 (Aomori)

S25

L

3

1B

5

Japan

24

Col/fukushima/1990/9001

S26

L

4

1Q

5

Japan

25

Azuma Gunma local

S27

L

4

3B

3

Japan

26

Chichibu local (Saitama)

S28

L

4

3Q

3

Japan

27

Col/Chichibu/Maruteru2/1995/Saitama

S29

L

3

3B

6

Japan

28

Nagatoro Zairai (Saitama)

S30

L

4

3B

3

Japan

29

Birodo (Saitama)

S31

L

3

1B

5

Japan

30

Boushu Shiro (Chiba)

S32

L

3

1B

1

Japan

31

Aichi Shiro

S33

L

4

1Q

1

Japan

32

Col/Okayama/Takahashi/ 092005

S34

L

4

3B

3

Japan

33

Col/Mie/NIAR/1998/029

S35

L

3

1B

2

Japan

34

Col/Iimi,Huse/Kawakami/(Shimane)

S36

L

4

1Q

1

Japan

35

Col/Imadu/Saigou/Sakaki (Shimane)

S37

L

4

1Q

1

Japan

36

Col/Matugaura, Saigou/Mori/Shimane

S38

L

4

1Q

1

Japan

37

Col/Minamikata/Goka/Matuyama

S39

L

4

1Q

1

Japan

38

Col/Uehama,Saigou/Tomita/(Shimane)

S40

L

3

3B

1

Japan

39

Toyama-959 (Fakuka)

S41

L

3

1B

1

Japan

40

00037803 (Kagoshima)

S42

L

3

1Q

2

Japan

41

Shiro Goma

S43

L

4

3Q

1

Japan

42

Col/Nagasaki/NIAR/1994/111

S44

L

3

1B

7

Japan

43

Col/Okinawa/NIAR/1991/060

S45

L

4

3B

3

Japan

44

KANTO-1 Breeding line Ibaraki

S46

B.L

3

1B

1

Japan

45

Int/Iwate/NICS/ 2001/011

S48

L

3

1B

7

Japan

46

Int/Ibaraki/NICS/ 2001/003

S49

L

3

3B

3

Japan

47

Int/Ibaraki/NICS/ 2001/004

S50

L

3

3B

1

Japan

48

Int/Ibaraki/NICS/ 2001/006

S51

L

3

1B

7

Japan

49

Int/Kagoshima/NICS/2001/001

S52

L

3

1Q

1

Japan

50

Col/Nagano/NICS/ 2001/1333

S53

L

3

1-3BQ

5

Japan

51

Col/Nagano/NICS/ 2001/1356

S54

L

4

3B

1

Japan

52

Nagasaki

S55

L

3

1Q

1

Japan

53

0731

S79

B.L

3

1B

5

Japan

54

0732

S80

B.L

3

1B

4

Japan

55

Kanto

S92

L

3

1B

1

Japan

56

Korea-58

S82

L

3

1B

1

Korea

57

Korea-39

S83

L

3

1B

1

Korea

58

Boteni

S15

L

3

1B

4

Myanmar

59

9A

S56

L

1

1B

1

Myanmar

60

Al

S57

L

3

1B

4

Myanmar

61

Ashri-118

S58

L

1

1B

4

Myanmar

62

Hnan Ni

S59

L

3

1B

4

Myanmar

63

Khway Lay Ni

S60

L

3

1B

4

Myanmar

64

Magway7/9

S61

L

3

1B

4

Myanmar

65

Me Thi La

S62

L

3

1B

2

Myanmar

66

MMT-995-501

S63

L

2

3B

1

Myanmar

67

Shwe Tasoke

S64

L

3

1B

1

Myanmar

68

Thee Kone (local) variety)

S65

L

3

1B

4

Myanmar

69

Water LoggedResistant/Kachin

S66

L

3

1B

4

Myanmar

70

Yoe Sein

S67

L

3

1B

4

Myanmar

71

Col/Nepal/1984/1325

S14

L

3

1B

1

Nepal

72

Col/Nepal/1984/2412    

S75

L

1

1B

7

Nepal

18

Col/Pak/1989/IBPGR/ 2541-(2)

S72

L

1

1B

1

Pakistan

73

Toyama 9463

S74

L

1

1B

4

Pakistan

74

86014

S93

L

3

1B

1

Pakistan

75

K-S95

S94

L

3

1B

4

Pakistan

76

S-105

S95

L

3

1B

1

Pakistan

77

SGP-31

S96

L

3

1B

1

Pakistan

78

Toyama-016

S81

L

3

1B

1

Peru

79

HSI-173

S16

L

3

1B

1

Philippines

81

Korea-44

S22

L

3

3B

1

Rep. Korea

82

Korea-61

S23

L

3

3B

1

Rep. Korea

83

Korea-68

S24

L

3

3B

1

Rep. Korea

84

Kalu Tala

S69

L

1

1B

7

Sri Lanka

85

Sudu Tala

S70

L

3

3B

1

Sri Lanka

86

Toyama 5261

S76

L

1

1B

7

Sri Lanka

87

Toyama5262+E26

S77

L

1

1B

4

Sri Lanka

88

 T-6

S68

L

1

1B

2

Tanzania

89

Boder Racet

S17

L

3

1B

2,4,5

Thailand

90

Chaiphum white seed

S86

L

1

1B

1

Thailand

91

Loei white seed

S87

L

1

1B

1

Thailand

92

Nakorn Sawan Black Seed

S88

L

3

1Q

7

Thailand

93

9310

S5

B.L

3

1B

5

USA

94

Shiro Goma

S78

B.L

1

1B

1

USA

95

Toyama-062321 (Indehiscent)

S4

B.L

3

3B

1

USA

96

Toyama-3201 (Indehiscent)

S6

B.L

3

3Q

1

USA

Accession type: Breeding line: B.L;Experimental lines: E.L; Local: L.
Branching habit: More branching: 1; Top branching: 2; Basal branching: 3; No branching: 4.
Number of flowers per axel: One flower: 1; Three flowers: 3.
Capsule shape: one capsule with bi-carpals: 1B; three capsules with bi-carpals: 3B; one capsule with tetra-carpals: 1Q, three capsule with tetra-carpals: 3Q. 
Seed coat colour: White: 1; Yellow brown: 2; Yellow: 3; Reddish brown: 4; Blackish gray: 5; Violet: 6; Black: 7.

AFLP methodology

All accessions were grown in a greenhouse and a total of 100 mg of fresh leaves were collected for DNA isolation using Plant DNA ZOL kit (Invitrogen life technology USA ). AFLP analysis was performed according to Vos et al. (1995) method with little modifications. Initially, genomic DNA (120 ng) was digested using 1 µl of EcoR1/Mse1 (1.25) unit enzymes (Invitrogen AFLP Core reagent kit) at 37ºC for 12 hrs. Digested reactions were ligated following manufacture instructions. Diluted ligations (1:10) mixture were pre-amplified using the E00 (GACTGCGTACCAATTC) and M00 (GATGAGTCCTGAGTAA) primers. PCR reactions were performed in a thermal cycler (GeneAmp PCR system 9700, Applied Biosystems, USA) at 94ºC denature for 30 sec, annealing at 56ºC for 60 sec and extension at 72ºC for 60 sec for 20 cycles. Pre-selective PCR products (1:100 diluted) were stored at -20ºC .

For selective amplification, thermocycler was programmed to a touchdown temperature cycle at 94ºC for 30 sec, 65ºC for 30 sec and 72ºC for 60 sec for 13 cycles. The annealing temperature was decreased 0.7ºC each cycle and then, 23 cycles at 94ºC for 30 sec, 56ºC for 30 sec and 72ºC for 60 sec. Combinations of primers showed in Table 2 were used for the AFLP analysis.

PCR products were loaded on 0.8% Bis, 30% Acryl-amide, 1.5 M Tris-HCl (pH 8.8), 10% APS, TEMED gel. Marker VIII ladder (Roche diagnostic GmbH Germany ) was used as molecular weight standard. Gels were stained using a Vistra green (Amersham) solution (60 µl in 200 ml sterilized H2O) for 40 min. Stained gels were washed with 25% ethanol for 1 hr. Bands were scored visually from gel pictures. An example is shown in Figure 1.

Table 2. Selected primer combinations and polymorphic percentage for AFLP analysis in sesame.


No.

EcoR1 site
sequence

Mse1 site
sequence

Total bands

polymorphic bands

Polymorphic bands
%

1

AGG

ATA

20

8

40

2

AGG

CCC

15

6

40

3

AGG

GGA

33

9

27

4

AGC

GAG

22

10

45

5

ACT

TAT

23

10

43

6

AAC

GGT

39

13

33

 7

ACC

ATT

17

7

41

8

ACT

GTT

26

17

65

9

ACT

TCC

13

7

54

10

AGA

GTC

27

11

41

11

AGC

AGC

11

4

36

12

AGG

TTC

15

2

13

13

AGA

TTG

24

9

38

14

AAA

GTC

23

4

17

15

AAC

TTA

19

3

16

16

AAG

ACG

14

5

36

17

ACC

TGA

33

6

18

18

AGG

AGC

20

9

45

19

AGG

CTT

15

8

53

20

AGG

GGC

20

4

20

21

AGG

CAT

16

5

31

Total 

445

157

35

Percentage for polymorphic bands of total = 35.

AFLP analysis

A total of 21 primer combinations were selected to carry out the analysis in the ninety-six varieties (Table 1). Total bands were scored visually and polymorphic bands were analyzed as presence (1) or absence (0). Phylogenetic relations were determined by the UPGMA method using the Jaccard's similarity coefficient (SPSS - 10 software).

Results

For an initial screening, seven-hundred-four primers combinations were tested in eight varieties (data not shown). From this study, the twenty-one most effective primers were selected by scoring the amount of polymorphic bands. Results showed (Table 2) that E-ACT/M-GTT primer combination produced maximum polymorphic bands (65% of total detected bands) whereas the primers E-AAC/M-GGT, E-AGA/M-GTC, E-AGC/M-GAG and E-ACT/M-TAT produced superior number of polymorphic bands. E-AGG was found to be the best performer primer, having more ability to produce polymorphic bands with other M primers. Among twenty-one selected combinations, eight combinations were composed by the E-AGG primer.

Results for AFLP data and phenotypic data are presented in Figure 2 and Table 1, respectively. Main clusters were related to geographic origin but the small clusters also present a phenotypic relatedness for four morphological traits viz., branching habit, number of flowers per axil, type of capsule and seed coat colour. Molecular data categorized the sesame accessions in two main groups (Figure 2). Group I and II, which discriminate varieties related with geographical origin. Countries were separated in the two main groups with some exceptions; both groups accumulated most of the accessions from countries of close origin. It is clear in cluster analysis that the accessions from Japan , India , Myanmar , and Pakistan showed a close phylogenetic relationship, based on their origin.

It was noticed that due to genetic difference, major genotype clusters were related to main geographic origin. However, small clusters were also formed based on some known characteristics, pedigree relations or belonging to close area of cultivation within main group. Group 1 was divided into nine (a to i) sub groups. Results displayed that both S79 and S80 were sister breeding lines with high lignin contents as could be confirmed by their close distance. AFLP markers produced identical fingerprints between these lines and, one of their parents (S81) was also neighboured within small distance.

Three accessions viz., S4, S5, and S6 gathered in cluster "c" were originated in USA , especially S4 and S6 carried indehiscent character with short molecular distance from another indehiscent accession S90. Whereas three accessions from China were grouped in cluster "d". Cluster "e" bunched four Japanese accessions collected from western region of Japan . Varieties S22, S24 and S83 from Korea as well as others accessions from central Japan were in the cluster "g". Cluster "h" was composed by 18 accessions; one from Korea , two from China and the rest were from central Japan . It was noticeable that most of the accessions from clusters "g" and "h" were from Korea and western region (Shimane prefecture). Some other varieties in these clusters belong to central region that is neighbouring to western Japan , reflecting that geographical association being close position in clusters.

Group II consisted of two main clusters "a" and "b". Cluster "a" was mainly composed by accessions collected from Myanmar, three from India, one from Bangladesh and, one from Sri Lanka r. Cluster "b" was formed by most of the accessions from India, Pakistan, Bangladesh, Sri Lanka, Thailand and Nepal. Dendrogram (Figure 2) confirms that the accessions collected from same countries were closely associated. Pakistan , Thailand and India dominantly showed their association in small units considering molecular similarities. Overall consideration could be that the entire South Asian region was a place of origin from the studied accessions.

Similarities in morphological characters, such as basal branching, one flower, bicarpels and white seed coat colour were also showed in the accessions accumulated in Group- 1 a , b, f and g. Basal branching, three flowers and bicarpels were gathered in cluster "c" and "d". Cluster "e" was characterized by accessions with basal branching, no branching, one flower, tetracarpels and white seed colour.

Some of the accessions in cluster "h" had similarity having basal or no branching and bicarples. Group II was divided into two main clusters "a" and "b"; majority of the accessions in cluster "a" produced basal branching habit, one flower bicarples and reddish brown. In cluster "b" most of the accessions produced white seed colour whereas some accessions had few exceptional morphological characters in each sub group, which may differentiate the clusters.

From above results, it has been observed that different geographical regions could be characterized by the presence of AFLP fragments, and a possible correlation between some morphological characters and geographic origin was also evident.

Discussion

Genetic diversity of different materials can be studied together by morphological traits, the geographical origin and by using molecular marker techniques like RFLPs, RAPDs or AFLPs. Work on the subject has already been described in many other species, especially in cereals (Cho et al. 1998), horticultural crops (Aranzana et al. 2003), medicinal plants, ornamental plants and, oilseed plants (Hansen et al. 2003). Microsatellites and SSRs are also considered a powerful tool to investigate plant variability (Donini et al. 1998; Huang et al. 2002; Khlestkina et al. 2004). Recently, it has been assumed that in plant breeding, diversity can be reduced using biochemical molecular techniques. Present study was carried out on diversity of ninety-six sesame accessions collected from different parts of the world, mainly from the Asian region.

In our work, close genetic relations between the accessions were determined by geographical origin using AFLP markers. The accessions were clustered in two main groups; mainly corresponding to their geographical origin as well morphological characteristics. All accessions from Japan were clustered in Group I and, none of Japanese accessions were outside this group. It is remarkable to mention that accessions from neighboring countries of Japan ( Korea and China ) were also pooled in this group and showed low diversity.

It is important to stand out that in the collected materials from Japan, most of the accessions from the same or neighbour regions were closely grouped, i.e. accessions S49, S28, S29, S27, S51, S53 and S91 from central region pooled together (g and h clusters). Accessions S38, S39 and S36, S40 and S82 from western region and some Korean accessions (Figure 2) were also grouped together, probably due to a very close place of origin. It has been concluded that sesame cultivated in these countries had a very narrow genetic base. Present results support the evidences of previous studies from Isshiki and Umezaki (1997) and Bhat et al. (1999). Similarly, majority of the accessions from Myanmar were grouped in cluster "a" of group II, while all other south Asian neighboring countries were pooled together in cluster "b". Figure 2 showed a very consistent relationship between these accessions. Our results are in accordance with the conclusion on distribution of genetic diversity for soybean observed by Cui et al. (2000) and Ude et al. (2003).

However, there are some exceptions, accession S63 from Myanmar showed a drastically distinct position (Figure 2) being clustered in "I a" indicating the highest diversity. Bhat et al. (1999) found comparable results using RAPDs for accessions collected in India . As the accessions representing different regions were grouped in different clusters, further strategies could be following for both breeding management and usage.

Considering morphological data (branching habit, number of flowers per axel, capsule type and seed coat colour), some sesame genotypes were closely grouped in sub-clusters. Group I clusters "c" and "d" included basal branching, three flowers and bi-carpals, while accessions from cluster "e" produced one flower with tetra-carpel trait. Clusters I f, g and II b mostly accumulated accessions with basal branching, one flower, white seed coat colour, but f and g might be separated because of tetra carpel character. Whereas "II a" showed similarities on the basal branching, one flower but with different seed coat colour, altogether point toward their relatedness (Kobayashi, 1981; Bisht et al. 1998). Similar results indicating relationship between molecular data with morphological traits have been reporter by Furini and Wunder (2004) for complex Solanum genus and, by Sharma et al. (2000) in Morus genus.

In coincidence with Kobayashi (1981) results, tetra-carpals characters appears mostly in accessions belonging to Japan and far east countries, whereas those belonging to other Asian countries produced bi-carpals. Results of cluster pattern showed a relationship when comparing molecular and morphological data for most of the phenotypic characters. Federici et al. (2001) observed this kind of relationship in rice. In this case, about 90% of the samples having straw hull and short awns were clustered together and, about 75% with black hull and long awns were accumulated separately by AFLP data. Furini and Wunder (2004) also reported consistency between molecular and morphological data in eggplant. Additionally, this relationship has been studied in different crops, i.e. rice (Federici et al. 2001), common vetch (Sharma et al. 2000), Morus (Potokina et al. 2002; Baranger et al. 2004).

Two lines (S79 and S80) with high lignin contents showed strong relation on the basis of biochemical analysis (Sirato-Yasumoto et al. 2001) as was revealed in the dendrogram. Both lines were breed for high lignin contents; which showed feasibility of AFLP technique as a tool for identification of parental genotypes (Marsan et al. 1998). In addition, it was remarkable that accessions S4, S6 and S90 (with indehiscent trait) were closely grouped. Linkage for indehiscent characters in sesame has also been reported by Uzun et al. (2003).

Summarizing, we demonstrated that for genetic relatedness studies in sesame AFLP was a reliable tool. AFLP patterns will be useful to identify the different sesame accessions and to make relatedness by biochemical analysis. Morphological traits, geographical origins, and observations on genotype-specific amplified bands of AFLP will also be useful for their economic value and explore the different genotypes for further classification.

Acknowledgments

We would like to thank Dr. Ryoji Takahashi for all his technical and moral support for this work and also like to thanks Evangelos D. Leonardos and Javaid Iqbal, Department of Plant Agriculture, University of Guelph ,Guelph , Canada for critical reading of the manuscript.

References
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