MOLECULAR IDENTIFICATION AND GENETIC RELATIONSHIPS AMONG COFFEE SPECIES (COFFEA L) INFERRED FROM ISSR AND SRAP MARKER ANALYSES

Size: px
Start display at page:

Download "MOLECULAR IDENTIFICATION AND GENETIC RELATIONSHIPS AMONG COFFEE SPECIES (COFFEA L) INFERRED FROM ISSR AND SRAP MARKER ANALYSES"

Transcription

1 Arch. Biol. Sci., Belgrade, 63 (3), , 2011 DOI: /ABS M MOLECULAR IDENTIFICATION AND GENETIC RELATIONSHIPS AMONG COFFEE SPECIES (COFFEA L) INFERRED FROM ISSR AND SRAP MARKER ANALYSES MANOJ KUMAR MISHRA, SANDHYARANI NISHANI and JAYARAMA Central Coffee Research Institute, Coffee Research Station P.O. Chikmagalur , India Abstract The identification and genetic relationships of 23 coffee species and one coffee-related species Canthium diccocum were studied using ISSR and SRAP markers. The average polymorphism information content of SRAP primers (0.81) was lower than ISSR primers (0.86), whereas the average resolving power of the SRAP primers (9.74) is higher than the ISSR primers (8.64). The genetic similarity among the species ranged from 0.30 to 0.89 using ISSR and 0.11 to 0.90 using SRAP marker systems. Based on marker analysis, all twenty three coffee species were clustered into two major groups. Both the markers amplified species-specific fragments and are useful in genetic diversity analysis of coffee. Key words: Coffee species, genetic relationships, molecular identification, inter simple sequence repeats (ISSR), sequencerelated amplified polymorphism (SRAP). UDC :577.2 INTRODUCTION The genus Coffea L. belongs to the Rubiaceae family and comprises 103 species (Davis et al. 2006). The majority of coffee species occurs naturally in Africa, Madagascar and the Mascarenes, predominantly restricted to humid evergreen forest, but some species are found in seasonally dry deciduous forest and/r bush land (Maurin et al. 2007). The importance of coffee as an agricultural commodity relies mainly upon two varieties, Coffea arabica and C. canephora, which contribute about 65% and 35% of total production, respectively. In spite of the commercial and social importance of the genus, the genetic relationship between the majorities of coffee species is not extensively studied and their taxonomic status is poorly understood. Understanding the genetic relationship between coffee species is not only important for resolving taxonomic ambiguity but also important for the genetic improvement program. Conventionally, morphological descriptors such as growth habit, leaf type, floral characteristics and fruit morphology are used to characterize the various species. However, developing morphological descriptors for any particular species/cultivar has severe limitations as these characteristics are influenced by environmental conditions. In contrast to the morphological markers, DNA-based marker techniques are more efficient, precise and reliable for discriminating between closely related species and cultivars. In previous studies, genetic diversity and phylogenetic relationships between different coffee species was carried out by using both Random Amplified Polymorphic DNA (RAPD) analysis as well as Restriction Fragment Length Polymorphism of chloroplast and mitochondrial DNA (Berthou, 1983; Cross et al. 1998; Lashermes et al. 1993; Lashermes et al. 1996; Orozco-Castillo, et al. 1996). Recently, Davis et al. (2006) published a detailed annotated taxonomic conspectus of the genus Coffea and included five indigenous coffee species from India, of which C. bengalensis, C. travancorensis, C. wightiana are placed under the genus Psilanthus and an- 667

2 668 MANOJ KUMAR MISHRA ET AL. other two species, C. khasiana and C. jenkinsii, are placed under the genus Nostolachma, both under Coffeeae. Based on the analysis of the internal transcribed spacers (ITS) of nuclear DNA, Lashermes et al. (1997) observed limited sequence divergence between Psilanthus and Coffea and concluded that Psilanthus should not be recognized as a separate genus from Coffea. Based on the comparative sequence analysis of plastid DNA, Cross et al. (1998) concurred with Lashermes et al. (1997) about the close relationship between Coffea and Psilanthus although their tree topology shows an unresolved relationship between two species of Psilanthus (P. mannii and P. ebracteolatus) studied by them and Coffea. However, both these studies did not include a representative of closely related genera for comparison. Further studies by Andreasen et al. (1999), Andreasen and Bremer (2000) and Davies et al. (2007) showed that Psilanthus is nested within Coffea and stressed the importance of species level studies to resolve the phylogenetic relationship. Maurin et al. (2007) observed that the separation of Coffea and Psilanthus based on morphological features is not convincing and suggested the inclusion of molecular data from other species of Psilanthus to establish the relationship between these two genera. Based on the morphological features, Nostolachma is placed under Coffeeae (Davis et al. 2007) although molecular data from additional species may prove to be useful. Although various researchers have studied the taxonomic and phylogenetic relationship between various coffee species, there are no reports yet available for the species-specific markers that are useful for distinguishing various species. In this paper, we have used two PCRbased molecular markers, Inter Simple Sequence Repeats (ISSR) and Sequence Related Amplified Polymorphism (SRAP), in developing species specific markers for 23 coffee species available in coffee germplasm in India. To our knowledge, both these markers are used in coffee for developing species diagnostic markers for the first time. The main objectives of the study are to generate a molecular database and identification tag for each species that may be useful for conservation and systematic studies as well as coffee breeding programs. MATERIALS AND METHODS Plant materials Leaf material was collected from 10 individuals of twenty three coffee species (Table 1) including five indigenous coffee species from India (C. bengalensis, C. travancorensis, C. wightiana, C. khasiana and C. jenkinsii), maintained at the germplasm plot of Central Coffee Research Institute, Chikmagalur, Karnataka and Regional Coffee Research Station Thandigudi, Tamil Nadu. Mature seeds were also collected and grown in earthen pots under net house conditions. The leaf materials were used for DNA isolation. DNA extraction Genomic DNA was extracted from fresh young leaves using a modified CTAB method. About 200 mg of leaf tissue was ground to a fine powder in liquid nitrogen, it was transferred to a 30 ml tube containing 5 ml preheated extraction buffer (2% CTAB (w/v), 100mM Tris-HCL (ph 8.0), 25mM EDTA, 2M Nacl, 0.1 % beta-mercaptoethanol). The tubes were incubated at 60 0 C for 1 h with occasional shaking. After incubation, the tubes were cooled to room temperature and centrifuged at 6000 rpm for 20 min. The supernatant was transferred to a new tube and extracted twice with equal volumes of chloroform-isoamyl alcohol (24:1). The supernatant was transferred to 2 ml tubes, precipitated with 0.7 vol of isopropanol at room temperature for 30 min., and then centrifuged at 8000 rpm for 20 min at 4 C. The pellet formed after centrifugation was washed with 75% (v/v) ethanol for 10 min and dissolved in 60 µl of Tris-EDTA (1-10mM). The concentration of DNA was measured using 0.8% agarose gel stained with ethidium bromide as well as by UV spectrophotometry at 260 nm and a 280 nm. The resuspended DNA was then diluted in sterile distilled water to 10ng/ µl concentration for use in amplification reactions. ISSR, SRAP analysis A total of 20 ISSR primers from the University of British Columbia and 60 SRAP primer combina-

3 Molecular based diversity analysis of coffee species 669 tions (8 forward primers and 14 reverse primers) synthesized by Sigma, India, were initially screened to determine the suitability of each primer for the study. Primers were selected for further analysis based on their ability to detect clear and distinct polymorphic amplification products within the species of Coffea. 12 ISSR primers and 21 SRAP primer combinations that had a high level of polymorphism and the best readability were used for PCR amplification (Table 2). The PCR reaction was carried out in a palm cycler (Corbett Research). ISSR PCR was conducted in a 20 µl reaction mixture containing 1x reaction buffer (10 mm Tris- HCL ph 8.8, 50 mm KCL 0.08% Nonidet P40), 30 ng DNA, 200 µm dntp mixture, 2.5 mm MgCl 2, 3 µm ISSR primer,0.2 µl of formamide and 1.0 U Taq DNA polymerase. The ISSR amplification conditions were: 3 min initial denaturation at 95ºC; 30 cycles consisting of 1 min denaturation at 94ºC; 1.30 min primer annealing at 55ºC and 2 min extension at 72ºC and a final 10 min extension at 72 º C. SRAP analysis was performed by adapting the procedure described by Li and Quiros (2001) with minor modifications: 20 µl reaction mixture containing 1 x reaction buffer (75mM Tris-HCL ph 8.8, 20 mm (NH 4 ) 2 SO 4, 0.01% Tween 20), 30 ng template DNA, 200 µm dntp mixture, 2.5 mm MgCl 2, 3 µm each of forward and reverse primer, and 1.0 U Taq DNA polymerase. The SRAP amplification program was a 4 min initial denaturation at 96º C; 5 cycles consisting of 1 min denaturation at 94ºC, 1.15 min primer annealing at 35ºC; and 2 min extension at 72ºC followed by 30 cycles consisting of 1 min denaturation at 94ºC, 1.15 min primer annealing at 50ºC; and 2 min extension at 72 ºC; and a final extension of 15 min at 72ºC. The PCR products of both ISSR and SRAP were run on 2% (w/w) agarose gels containing 0.5 µg ethidium bromide/ml in 1X TAE buffer and then visualized and photographed using the UV-transilluminator (SYNGENE) and documented using the Gene Snap software program. Both ISSR and SRAP PCR reactions were repeated at least twice to confirm the reproducibility of each PCR band. Data analysis The ISSR and SRAP amplified bands were scored for the presence (1) or absence (0). The total number of bands, the distribution of bands across all species, polymorphic bands, species-specific bands and average number bands per primer were calculated. The value of each primer was assessed using two indices; PIC, which is the same as a diversity index (Botstein et al. 1980; Milbourne et al. 1997) and resolving power (Rp) (Prevost and Wilkinson, 1999). PIC or DI was estimated as PIC= (1-p 2 i )/n, where n is the number of band positions analyzed in all the species, p i is the frequency of the banding pattern. The resolving power of a primer is Rp = I b where I b (band informativeness) takes the value of 1- [2x (0.5-p)] and p is the ratio of six species sharing the band. A pairwise similarity matrix was constructed using the Dice similarity coefficient (Sneath and Sokal, 1973). The relationship between the species was displayed as a dendrogram constructed using NTSYS PC 2.10e software (Rohlf, 1995) based on Unweighted Pair Group Method using Arithmetic averages (UPG- MA). Statistical support of the clusters was assessed by means of 1000-bootstrap replicates. RESULTS ISSR polymorphism and species identification Out of the 20 ISSR primers initially screened, 12 primers were found to be polymorphic and produced clear and reproducible amplification patterns. These 12 primers could produce 185 distinct reproducible bands across the 24 species with an average of per primer (Table 3). The size of the amplified products ranged from 100 to 2900 bp. Of the total 185 amplified bands, 174 (93.06%) were polymorphic, with an average of 14.5 polymorphic fragments per primer. All the ISSR primers except UBC-881 and UBC-855 showed 100% polymorphism. The primers UBC-881 and UBC-855 showed 8.3% and 90.90% of polymorphism respectively. The average poly-

4 670 MANOJ KUMAR MISHRA ET AL. Fig.1. The extent of polymorphism observed among various coffee species listed in table 1 by ISSR primer 842 Lanes M: Molecular ruler (Gene ruler 100 bp ladder plus). morphism percentage recorded with ISSR primers is The resolving power of the 12 ISSR primers tested ranged from 4.08 (UBC- 840) to (UBC-881) with an average of Similarly, the polymorphism information content (PIC) of the 12 ISSR primers ranged from (UBC- 881) to (UBC-840) with average of Fig. 2 Dendrogram generated using unweighted pair group method with arithmetic average (UPGMA) analysis showing relationships among different coffee species using ISSR data. Out of the 12 ISSR primers, only one ISSR polymorphic primer (UBC 842) could discriminate all the species independently (Fig. 1). Twelve ISSR primers generated 40 unique fragments of which 8, 7 and 5 fragments are obtained in C. khasiana, C. jenkinsii and C. arabica, respectively. Further, the ISSR primer UBC-836 has amplified species diagnostic fragments in five different species (Table 4). The five Indian coffee species generated 19 unique fragments of which maximum numbers of eight unique fragments were generated by C. khasiana, whereas only one unique fragment was generated by both by C. travancorensis and C. wightiana. The genetic similarity derived from the data of the ISSR marker analysis varied from 0.27 between C. bengalensis and C. liberica to 0.89 between C. canephora and C. congensis (Table 5). Among the Indian species, C. travancorensis showed maximum genetic similarity with C. wightiana, based on the ISSR marker analysis. Furthermore, Canthium diccocum, which is used as a reference species, showed maximum genetic similarity (0.65) with C. racemosa. The dendrogram based on ISSR data was constructed by UPGMA analysis, grouping all of the coffee species into two major clusters (Fig. 2). The

5 Molecular based diversity analysis of coffee species 671 Fig.3 The extent of polymorphism observed among various coffee species listed in Table 1 by SRAP primer combinations Me3 and Em12 Lanes M: Molecular ruler (Gene ruler 100 bp ladder plus). first major cluster divided into two minor clusters of which the first minor cluster again divided into two sub-minor clusters. The first sub-minor cluster consisted of C. congensis, four different varieties of C. canephora, C. arabica and C. liberica. The second sub-minor cluster was represented by C. eugenioides, C. salvatrix, C. kapakata, C. arnoldiana, and C. dewevrei var. excelsa. The second minor cluster included only the Indian species C. jenkinsii. The second major cluster divided in to two minor clusters of which the Fig.4 Dendrogram generated using the unweighted pair group method with arithmetic average (UPGMA) analysis showing relationships among different coffee species using SRAP data. Fig.5 Dendrogram generated using the unweighted pair group method with arithmetic average (UPGMA) analysis showing relationships among different coffee species using ISSR and SRAP data.

6 672 MANOJ KUMAR MISHRA ET AL. Table 1. Coffee species used in the study with their code, origin and conservation status Coffee Species Species code Place of origin/distribution Conservation status Coffea congensis A. Froehner C1 West Central Africa Congo Least concern C. canephora Pierre ex A. Froehner C2 West Tropical Africa Least concern C. canephora var. laurentii (De Wild.) A.Chev. C3 West Tropical Africa Least concern C. canephora var. ugandae (Cramer) A.Chev. C4 West Tropical Africa Least concern C. canephora var. quillon Philipp. C5 West Tropical Africa Least concern C. arabica cv. Kents L. C6 Ethiopia (Indian cultivar) Vulnerable C. eugenioides Moore C7 West Central Africa Least concern C. zanguebariae Lour. C8 East Tropical Africa Vulnerable C. racemosa Lour. C9 Southern Tropical Africa Near Threatened C. salvatrix Swynn.&Philipson C10 East Tropical Africa Near Threatened C. kapakata (A.Chev.) Bridson C11 West Angola Vulnerable C. stenophylla G.Don C12 West Tropical Africa Least concern C. abeokutae Cramer Ex De Wild. C13 West Tropical Africa Least concern C. liberica Bull.ex Hiern C14 West Tropical Africa Least concern C. dewevrei De Wild. & T.Durand C15 Democratic Republic of Congo Vulnerable C. arnoldiana De Wild. C16 West Central Africa Least concern C. dewevrei var. aruwimiensis (De Wild.) A.Chev. C17 West Central Africa Least concern C. dewevrei var. Excelsa (A.Chev.) C18 West Central Africa Least concern C. bengalensis Roxb.ex Schult.) C19 India endangered C. travancorensis Wight &Arn C20 India endangered C. khasiana (Korth.) Hook.f. C21 India endangered C. jenkinsii Hook.f. C22 India endangered C. wightiana Wall. Ex Wight &Arn C23 India endangered Canthium diccocum (Gaertn) C24 South Asia Threatened Table 2. Primer sequences used for SRAP analysis of coffee species Forward primer (5 3 ) Reverse primer (5 3 ) Me1TGAGTCCAAACCGGATA Em2 GACTGCGTACGAATTTGC Me2 TGAGTCCAAACCGGAGC Em3 GACTGCGTACGAATTGAC Me3 TGAGTCCAAACCGGAAT Me4 TGAGTCCAAACCGGACC Me6 TGAGTCCAAACCGGACA Me9 TGAGTCCAAACCGGAGG Me10 TGAGTCCAAACCGGAAA Me11 TGAGTCCAAACCGGAAC Em4 GACTGCGTACGAATTTGA Em5 GACTGCGTACGAATTAAC Em6 GACTGCGTACGAATTGCA Em7 GACTGCGTACGAATTCAA Em9 GACTGCGTACGAATTCAG Em10 GACTGCGTACGAATTCAT Em11 GACTGCGTACGAATTCTA Em12 GACTGCGTACGAATTCTC Em13 GACTGCGTACGAATTCTG Em14 GACTGCGTACGAATTCTT Em15 GACTGCGTACGAATTGAT Em16 GACTGCGTACGAATTGTC first minor cluster is again divided in to two sub-minor clusters. The first sub-minor cluster consisted of C. zanguebariae, C. racemosa, C. stenophylla, C. abeokutae, C. dewevrei and C. dewevrei var. aruwimiensis including C. diccocum and the second sub-minor cluster included C. bengalensis, C. travancorensis and C. wightiana whereas C. khasiana is represented in the second minor cluster independently.

7 Molecular based diversity analysis of coffee species 673 Table 3. Polymorphism obtained by RAPD, ISSR and SRAP analysis in coffee species Primer/ primer Total Number of bands in No. of Polymorphic bands morphism Percentage of poly- Size range (bp) combinations bands each species RP PIC ISSR UBC (5.25) UBC (4.0) UBC (3.20) UBC (3.58) UBC (3.5) UBC (3.21) UBC (2.04) UBC (3.63) UBC (4.08) UBC (4.96) UBC (3.33) UBC (11.08) Total (51.86) Average (4.32) SRAP Me1-Em (6.16) Me1-Em (5.958) Me1-Em (4.13) Me1-Em (3.16) Me1-Em (4.04) Me2-Em (5.12) Me2-Em (5.70) Me2-Em (6.08) Me2-Em (3.04) Me2-Em (3.45) Me3-Em (6.91) Me3-Em (5.70) Me3-Em (3.75) Me3-Em (3.33) Me3-Em (4.0) Me4-Em (1.91) Me4-Em (6.83) Me6-Em (5.79) Me6-Em (6.46) Me6-Em (6.16) Me10-Em (5.0) Total (102.67) Average (4.88) SRAP polymorphism and species identification Sixty SRAP primer combinations were initially screened against 23 coffee species along with the reference species, C. decorum, of which 21 primer combinations are found to be highly polymorphic and produce clear amplification patterns. These 21 primers could produce 336 distinct scorable bands with

8 674 MANOJ KUMAR MISHRA ET AL. Тable 4. Species- diagnostic ISSR and SRAP markers in coffee species Species ISSR marker SRAP marker C. congensis --- Me6-Em3-700, Me6-Em8-550, Me3-Em C. canephora --- Me6-Em5-1030, Me6-Em5-75 C. canephora var. laurentii UBC 855 Me1-Em4-250, Me3-Em3-375, Me2-Em3-500, 250 C. canephora var. ugandae Me6-Em C. canephora var. quillon UBC-855 Me4-Em1 1350, Me6-Em3-1500, Me6-Em5-800 C. arabica cv. Kents UBC-841 UBC-826 UBC-811 UBC-880 Me1-Em7-700, Me4-Em1 600, Me6-Em5-1500, Me10- Em , Me3-Em11-550, Me3-Em C. eugenioides UBC-841 Me1-Em4-150, Me1-Em6-800, Me2-Em3-350, Me2-Em4-375, Me2-Em6-375, Me3-Em7 500, 300, Me4-Em1 850, C. zanguebariae UBC-836 C. racemosa Me3-Em7 600, C. salvatrix Me1-Em4-200, Me2-Em6-550, Me3-Em4-1400, 520, Me4-Em2 UBC , Me6-Em3-500, Me6-Em5-150, Me1-Em4 240, Me2-Em12 UBC , 550, 400, Me2-Em10 550, Me3-Em ,1100,900 C. kapakata Me4-Em2 1030, Me6-Em C. stenophylla Me6-Em5-300, 220, Me10-Em13-800, Me3-Em C. abeokutae Me3-Em C. liberica UBC-811 UBC-880 Me1-Em6-900, Me1-Em7-650, Me6-Em5-200, Me2-Em10 220, C. dewevrei Me2-Em C. arnoldiana Me2-Em6-900, Me6-Em5-1300, Me6-Em8-700, Me2-Em , C. dewevrei var. aruwimiensis C. dewevrei var. excelsa UBC-836 Me3-Em4-1600, Me1-Em12 680, Me10-Em13-330, Me2-Em C. bengalensis UBC-811 Me1-Em6-300, Me2-Em12 400, Me10-Em , 750, 350, UBC-880 Me2-Em10 750, Me3-Em C. travancorensis Me4-Em2 300, Me6-Em5-600 C. khasiana C. jenkinsii UBC-836 UBC-842 UBC-855 UBC-880 UBC-836 UBC-840 UBC-834 UBC-855 UBC-810 Me2-Em3-100, Me3-Em7 350, Me6-Em8-500, Me2-Em12 175, Me10-Em13-600, Me3-Em Me1-Em2-100, Me1-Em7-450, Me3-Em4-75, Me4-Em2 400, Me6-Em3-820, Me6-Em5-250, Me1-Em12 720, 400,, Me2- Em12 120, Me10-Em13-450, 170, Me2-Em10 600, Me3-Em11-600, 500, Me3-Em , 650 C. wightiana UBC-836 Me1-Em4-550, Me2-Em12 480, Me10-Em13-270, Me3-Em Canthium diccocum UBC-855 Me3-Em3-1450, Me4-Em1 700, Me3-Em the number of amplified fragments ranging from 10 (Me1-Em7) to 23 (Me1-Em12) with an average of 16 per primer combination (Table 3). The size of the amplified products ranged from 50 to 3500 bp in different primer combinations. Of the total 336 amplified bands, 323 were polymorphic, with an average polymorphic fragments per primer combination. The percent of polymorphism ranged from 83.33% to a maximum of 100% with an average of 96.12% polymorphism. Of the total 21 primer combinations,

9 Molecular based diversity analysis of coffee species 675 Table. 5 Similarity co-efficient of coffee species using ISSR marker (DICE) C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C20 C21 C22 C23 C24 C C C C C C C C C C C C C C C C C C C C C C C C primer combinations showed 100% polymorphism. The resolving power (RP) of 21 SRAP primer combinations ranged from 3.83 (Me4-Em1) to (Me3-Em3) with an average of Similarly, the polymorphism information content (PIC) or the genetic diversity of 21 SRAP primer combinations ranged from 0.61 (Me1-Em2) to 0.96 (Me1-Em12, Me3-Em11) with an average of Only three SRAP primer pairs could discriminate all the species independently, although none of these primers could amplify species-specific fragments for all the 23 species (Fig. 3). 20 SRAP primer combinations generated 75 unique fragments in 23 coffee species out of which 5 Indian species generated 30 unique fragments. Among the Indian species, the maximum number of unique fragments was generated by C. jenkinsii (16) followed by C. khasiana (8) and the least number of unique fragments was in C. travancorensis (1) which could be used as a unique fingerprinting tools. The genetic similarity derived from the data of the SRAP marker analysis varied from 0.11 between C. wightiana and C. congensis to 0.90 between C. canephora and C. canephora var. laurentii (Table 6). Among the Indian species, maximum similarity was observed between C. travancorensis and C. wightiana and the least genetic similarity was obtained between C.

10 676 MANOJ KUMAR MISHRA ET AL. Table.6 Similarity co-efficient of Indian coffee species using SRAP marker (DICE) C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C20 C21 C22 C23 C24 C C C C C C C C C C C C C C C C C C C C C C C C khasiana and C. jenkinsii based on the SRAP marker analysis. The UPGMA clustering algorithm from the SRAP analysis grouped the 23 coffee species and C. diccocum into two major clusters (Fig. 4). The first major cluster was represented by C. wightiana and the second major was divided into two minor clusters of which the first minor cluster consisted of C. jenkinsii alone. The second minor cluster divided in to two sub-minor clusters. The first sub-minor cluster included C. congensis, C. canephora varieties, C. arabica and C. liberica, whereas the second sub-minor cluster further dived into two groups. The first group included C. zanguebariae, C. racemosa, C. abeokutae, C. dewevrei, C. dewevrei var. aruwimiensis, C. stenophylla, C. arnoldiana and C. dewevrei var. excelsa, whereas the second group included three Indian species viz. C. bengalensis, C. travancorensis, C. khasiana along with Canthium diccocum. A strict consensus tree based on both ISSR and SRAP data were constructed (Fig. 5). This dendrogram shows maximum similarity to ISSRbased dendrogram except that the position of C. arnoldiana and C. dewevrei var. excelsa was taken over by C. zanguebariae and C. racemosa, respectively, in the first major sub-cluster. The genetic similarities obtained using both ISSR and SRAP data has revealed the highest similarities (0.90) between C. canephora and C. canephora var. laurentii and the lowest similarities (0.36) between C. liberica and C. bengalensis (Table 7).

11 Molecular based diversity analysis of coffee species 677 Table. 7 Similarity co-efficient of coffee species using combined ISSR and SRAP markers (DICE) C1 C2 C3 C4 C5 C6 C7 C8 C9 C10 C11 C12 C13 C14 C15 C16 C17 C18 C19 C20 C21 C22 C23 C24 C C C C C C C C C C C C C C C C C C C C C C C C DISCUSSION Analysis of crop genetic diversity is very important for breeding and conservation programs, and molecular markers offer an approach to unveil the genetic diversity among different species and cultivars based on nucleic acid polymorphisms. In this study, both ISSR and SRAP marker systems were simultaneously used to investigate the genetic diversity among 23 coffee species available in the germplasm collection of India. The results showed that both ISSR and SRAP markers were suitable for genetic diversity analysis in coffee by amplifying several species specific diagnostic markers. Species specific ISSR primers were generated in eucalyptus (Balasaravanan et al. 2006) and oak (Carvalho et al. 2009). In the present study, species-diagnostic ISSR markers were identified in 12 coffee species including all the indigenous coffee species from India except C. travancorensis (Table 4). Similar problems were experienced while developing species-specific ISSR markers in eucalyptus (Balasaravanan et al. 2006). This could be due to the occurrence of a high divergence among the particular species population and/or the low number of ISSR primers used in this study. In contrast to the ISSR markers, SRAP is more effective and amplified species specific markers in all the coffee species except C. zanguebariae, and C. dewevrei var. aruwimiensis (Table. 4). Both genetic factors and selection pressure influence genetic diversity (Sun and Lin 2003). Since various coffee species have their origin in different agro-climatic zones in their native habitat, with varying selection pressure during the course of evolution, it is therefore not surprising to find wide polymorphism among different coffee species. The percentage of polymorphic bands detected by SRAP primer

12 678 MANOJ KUMAR MISHRA ET AL. combinations (96.12%) was higher compared to ISSR (93.06%). Similarly, the number of polymorphic bands detected by SRAP primer combinations (15.38) was higher than that obtained by the ISSR primer (14.5). This indicated that SRAP markers are more efficient than ISSR markers in genetic diversity analysis of coffee. The average PIC of the SRAP primers (0.82) was less than that of the ISSR primers (0.84), whereas the average RP of the SRAP primers (9.74) was higher than that of the ISSR primers (8.64). The difference in PIC and RP values among ISSR and SRAP markers is expected because both markers differ in their operational principle and each marker targets a different region of the genome. This is evident from the UPGMA clustering of the coffee species using ISSR and SRAP markers. While both the C. travancorensis and C. wightiana from the southern peninsular India showed maximum similarity between themselves (Table 5) and placed close to each other in the dendrogram (Fig. 2) using ISSR markers, using a SRAP marker, C. travancorensis shared maximum similarities with C. bengalensis (Table 6) and placed closely in the dendrogram (Fig. 4). Interestingly, the genetic similarities observed between various indigenous coffee species with other coffee species using an ISSR marker varied from 0.3 to 0.6 and 0.1 to 0.6 using SRAP markers (Tables 5 and 6). This difference could be explained by the fact that ISSR markers target the region within the microsatellite repeats whereas SRAP markers preferentially detect polymorphism in coding sequences which are usually conserved among closely related cultivars and species with low mutation rate. Therefore, simultaneous use of different types of molecular markers may be useful in generating all- sided information. In conclusion, this study provides information on genetic relatedness not only among different coffee species but also on their relatedness with the indigenous coffee species which are either placed under the genus Psilanthus or Nostolachma. The present study has clearly demonstrated a close relationship between Indian indigenous coffee species and other wild coffee species and supports the contention of their inclusion in the genus Coffea rather than placing them under the genus Psilanthus or Nostolachma, as suggested by previous workers (Cross et al., 1998; Lashermes et al. 1997; Andreasen et al. 1999, Andreasen and Bremer, 2003 and Davies et al. 2007). Further understanding of the level and partitioning of genetic variation within the species would provide an important input in designing appropriate breeding exercises and conservation strategies. REFERENCES Andreasen, K., and B. Bremer (2000). Combined phylogenetic analysis in the Rubiaceae-Ixoroidae: morphology, nuclear and chloroplast DNA data. American Journal of Botany 87, Andreasen, K., Baldwin, B.G., and B. Bremer (1999). Phylogenetic utility of the nuclear rdna ITS region in the subfamily Ixoroideae (Rubiaceae): comparisons with cpdna and rbcl sequence data. Plant Systematics and Evolution 217, Balasaravanan, T., Chezhian, P., Kamalakannan, R., Yasodha, R., Varghese, M., Gurumurthi, K., and M. Ghosh (2006). Identification of species-diagnostic ISSR markers for six Eucalyptus species. Silvae Genetica 55(3), Berthou, F., Mathieu, C., and F. Vedel (1983). Chloroplast and mitochondrial DNA variation as an indicator of phylogenetic relationships in the genus Coffea L. Theor Appl Genet 65, Botstein, D., White, R.L., Skolnick, M.H., and R.M. Davies (1980). Construction of a genetic map in man using restricted length polymorphism. American Journal of Human Genetics 32, Carvalho, A., Paula, A., Guedes-Pinto, H., Martins, L., Carvalho, J., and J. Lima-Britto (2009). Preliminary genetic approach based on both cytogenetic and molecular characterisations of nine oak species. Plant biosystem. 143, S Cross, J., Combes M.C., Trouslet, P., Anthony, F., Hamon, S., Charrier, A., and P, Lashermes. (1998). Phylogenetic analysis of chloroplast DNA variation in Coffea L. Molecular Phylogenetics and Evolution 9, Cros, J., Combes, M.C., Trouslot, P., Anthony, F., Hamon, S., Charrier, A., and P. Lashermes (1998). Phylogenetic analysis of chloroplast DNA variation in Coffea L. Molecular Phylogenetics and Evolution 9, Davis, A.P., Chester, M., Maurin, O., and M.F. Fay (2007) Searching for the relatives of coffea (Rubiaceae, Ixoroideae): the circumscription and phylogeny of Coffeeae based on plas-

13 Molecular based diversity analysis of coffee species 679 tid sequence data and morphology. American Journal of Botany 94 (3), Davis, A.P., Governs, R., Birdsong, D.M., and P. Stoffelen (2006). An annotated taxonomic conspectus of the genus Coffee L. (Rubiaceae). Botanical Journal of Linnaean Society 152, Lashermes, P., Cross J., Marmey, P., and A. Charrier (1993). Use of random amplified DNA markers to analyze genetic variability and relationships of Coffea species. Genet Res Crop Evol 40, Lashermes, P., Cross J., Combes, M.C., Trouslot, P., Anthony, F., Hamon, S., and A. Charrier (1996). Inheritance and restriction fragment length polymorphism of chloroplast DNA in the genus Coffea L. Theor Appl Genet 93, Lashermes, P., Combes, M.C., Trouslot, P., and A. Charrier (1997). Phylogenetic relationship of coffee tree-species (Coffea L.) as inferred from ITS sequences of nuclear ribosomal DNA. Theoretical and Applied Genetics 94, Li, G., and C. F. Quiros (2001). Sequence related amplified polymorphism (SRAP), a new marker system on a simple PCR reaction: its application to mapping and gene tagging in Brassica. Theoretical and Applied Genetics 107(1), Maurin, O., Davis, A. P., Chester, M., Mvungi, E.F., Jaufeerally- Fakim, Y., and M. F. Fay (2007). Towards a phylogeny for Coffea (Rubiaceae): Identifying Well supported Lineages based on Nuclear and Plastid DNA sequences. Annals of Botany 100, Milbourne, D., Meyer, R., Bradshaw, J.E., Baird, E., Bonar, N., Provan, J, Powell, W., and R. Waugh (1997). Comparison of PCR based marker systems for the analysis of genetic relationships in cultivated potato. Molecular breeding 3 (2), Orozco-Castillo, C., Chalmers, K. J., Powell, W., and R. Waugh (1996). RAPD and organelle specific PCR re-affirms taxonomic relationships within the genus Coffea. Plant Cell Reports 15, Prevost, A., and Wilkinson, M. J. (1999). A new system of comparing PCR primers applied to ISSR finger printing of potato cultivars. Theoretical and Applied Genetics 98, Rohlf, F. J. (1995). NTSYS-pc Numerical taxonomy and multivariate analysis system version 1.80, Exterior software, Setauket, New York. Sneath, P. H. A., and R. R. Sokal (1973). Numerical taxonomy, The principles and practice of numerical classification; W.H. Freeman & Co, San Francisco, California, P.573. Sun, Y., and F. C. Lin (2003). Analysis of genetic diversity in natural germplasm of Lentinula edode in China using RAPD technique (Chinese), Mycosystema 22 (3),

Identification and Classification of Pink Menoreh Durian (Durio Zibetinus Murr.) Based on Morphology and Molecular Markers

Identification and Classification of Pink Menoreh Durian (Durio Zibetinus Murr.) Based on Morphology and Molecular Markers RESEARCH Identification and Classification of Pink Durian (Durio Zibetinus Murr.) Based on Morphology and Molecular Markers Nandariyah a,b * adepartment of Agronomy, Faculty of Agriculture, Sebelas Maret

More information

ISSN (Online) ISSN (Print)

ISSN (Online) ISSN (Print) Scholars Academic Journal of Biosciences (SAJB) Sch. Acad. J. Biosci., 2014; 2(3): 224-235 Scholars Academic and Scientific Publisher (An International Publisher for Academic and Scientific Resources)

More information

Genetic diversity of wild Coffee (Coffea arabica) and its implication for conservation

Genetic diversity of wild Coffee (Coffea arabica) and its implication for conservation Genetic diversity of wild Coffee (Coffea arabica) and its implication for conservation Kassahun Tesfaye, Feyera Senbeta, Tamiru Oljira, Solomon Balemi, Govers, K., Endashaw Bekele, Borsch, T. Biodiversity

More information

DOI: /plass

DOI: /plass P L A N T B R E E D I N G A N D S E E D S C I E N C E Volume 70 2014 DOI: 10.1515/plass-2015-0011 Manoj Kumar Mishra*, Sandhyarani Nishani, Madhura Gowda, Dandamudi Padmajyothi, Narayana Suresh, Hosahalli

More information

Chapter V SUMMARY AND CONCLUSION

Chapter V SUMMARY AND CONCLUSION Chapter V SUMMARY AND CONCLUSION Coffea is economically the most important genus of the family Rubiaceae, producing the coffee of commerce. Coffee of commerce is obtained mainly from Coffea arabica and

More information

WP Board 1054/08 Rev. 1

WP Board 1054/08 Rev. 1 WP Board 1054/08 Rev. 1 9 September 2009 Original: English E Executive Board/ International Coffee Council 22 25 September 2009 London, England Sequencing the genome for enhanced characterization, utilization,

More information

A simple method of DNA extraction from coffee seeds suitable for PCR analysis

A simple method of DNA extraction from coffee seeds suitable for PCR analysis African Journal of Biotechnology Vol. 7 (4), pp. 409-413, 19 February, 2008 Available online at http://www.academicjournals.org/ajb ISSN 1684 5315 2008 Academic Journals Full Length Research Paper A simple

More information

SHORT TERM SCIENTIFIC MISSIONS (STSMs)

SHORT TERM SCIENTIFIC MISSIONS (STSMs) SHORT TERM SCIENTIFIC MISSIONS (STSMs) Reference: Short Term Scientific Mission, COST Action FA1003 Beneficiary: Bocharova Valeriia, National Scientific Center Institute of viticulture and winemaking named

More information

Genetic relationships between selected Turkish mulberry genotypes (Morus spp) based on RAPD markers

Genetic relationships between selected Turkish mulberry genotypes (Morus spp) based on RAPD markers Genetic relationships between selected Turkish mulberry genotypes (Morus spp) based on RAPD markers E. Orhan 1 and S. Ercisli 2 1 Department of Agricultural Biotechnology, Faculty of Agriculture, Ataturk

More information

Phylogenetic Analysis of Chloroplast DNA Variation in Coffea L.

Phylogenetic Analysis of Chloroplast DNA Variation in Coffea L. _" MOLECULAR PHYLOGENETICS AND EVOLUTION Vol 9, No 1, February, pp 109-117,1998 ARTICLE NO FY970453 Phylogenetic Analysis of Chloroplast DNA Variation in Coffea L J Cros,* M C Combes,* P Trouslot,* F Anthony,+

More information

DNA extraction method as per QIAamp DNA mini kit (Qiagen, Germany)

DNA extraction method as per QIAamp DNA mini kit (Qiagen, Germany) APPENDIX 3 (MOLECULAR TECHNIQUES) 3.2.2a) DNA extraction method as per QIAamp DNA mini kit (Qiagen, Germany) Two hundred microliters (200 µl) of the EDTA blood was added to 200 µl of Buffer AL and 20 µl

More information

RESOLUTION OIV-OENO 576A-2017

RESOLUTION OIV-OENO 576A-2017 RESOLUTION OIV-OENO 576A-2017 MONOGRAPH OF SACCHAROMYCES YEASTS THE GENERAL ASSEMBLY, In view of article 2, paragraph 2 iv of the Agreement of 3 April 2001 establishing the International Organisation of

More information

Reasons for the study

Reasons for the study Systematic study Wittall J.B. et al. (2010): Finding a (pine) needle in a haystack: chloroplast genome sequence divergence in rare and widespread pines. Molecular Ecology 19, 100-114. Reasons for the study

More information

DNA-Miniprep. - Rapid boiling

DNA-Miniprep. - Rapid boiling DNA-Miniprep. - Rapid boiling by A. Untergasser (contact address and download at www.untergasser.de/lab) Version: 1.0 - Print Version (.PDF) ATTENTION: This is a low priced protocol. Use it preferably!

More information

Use of RAPD and SCAR markers for identification of strawberry genotypes carrying red stele (Phytophtora fragariae) resistance gene Rpf1

Use of RAPD and SCAR markers for identification of strawberry genotypes carrying red stele (Phytophtora fragariae) resistance gene Rpf1 Agronomy Research 4(Special issue), 335 339, 2006 Use of RAPD and SCAR markers for identification of strawberry genotypes carrying red stele (Phytophtora fragariae) resistance gene Rpf1 R. Rugienius*,

More information

Chestnut DNA extraction B3 Summer Science Camp 2014

Chestnut DNA extraction B3 Summer Science Camp 2014 Experiment Type: Experiment Goals: Sample Label: Scientist Name: Date: General Idea: extract the nucleic acid from leaf tissue by grinding it in a reducing medium (the betamercaptoethanol, which smells

More information

Worm Collection. Prior to next step, determine volume of worm pellet.

Worm Collection. Prior to next step, determine volume of worm pellet. Reinke Lab ChIP Protocol (last updated by MK 05/24/13) Worm Collection 1. Collect worms in a 50ml tube. Spin and wait until worms are collected at the bottom. Transfer sample to a 15ml tube and wash with

More information

CARTHAMUS TINCTORIUS L., THE QUALITY OF SAFFLOWER SEEDS CULTIVATED IN ALBANIA.

CARTHAMUS TINCTORIUS L., THE QUALITY OF SAFFLOWER SEEDS CULTIVATED IN ALBANIA. CARTHAMUS TINCTORIUS L., THE QUALITY OF SAFFLOWER SEEDS CULTIVATED IN ALBANIA. Valdete VORPSI, Fatos HARIZAJ, Nikoll BARDHI, Vjollca VLADI, Erta DODONA Faculty of Agriculture and Environment, Agriculture

More information

Yeast nuclei isolation kit. For fast and easy purification of nuclei from yeast cells.

Yeast nuclei isolation kit. For fast and easy purification of nuclei from yeast cells. ab206997 Yeast nuclei isolation kit Instructions for use: For fast and easy purification of nuclei from yeast cells. This product is for research use only and is not intended for diagnostic use. Version

More information

Genetic diversity analysis of faba bean (Vicia faba L.) germplasms using sodium dodecyl sulfate-polyacrylamide gel electrophoresis

Genetic diversity analysis of faba bean (Vicia faba L.) germplasms using sodium dodecyl sulfate-polyacrylamide gel electrophoresis Genetic diversity analysis of faba bean (Vicia faba L.) germplasms using sodium dodecyl sulfate-polyacrylamide gel electrophoresis W.W. Hou 1 *, X.J. Zhang 2 *, J.B. Shi 1 and Y.J. Liu 1 1 Qinghai Academy

More information

Analysis of Genetic Variation and Diversity in Nelumbo Nucifera by RAPD and NIRS

Analysis of Genetic Variation and Diversity in Nelumbo Nucifera by RAPD and NIRS Analysis of Genetic Variation and Diversity in Nelumbo Nucifera by RAPD and NIRS Jeong-Keun Choi 1, 2, a, Youn-Hwa Joung 1, b, Sin-hi Kong 1, c, Jee-Yeon Lee 1, d, Ja-Hyun Lee 1, e, Gi-Jun Kim 1, f, In-Seon

More information

Miniprep - Alkaline Lysis

Miniprep - Alkaline Lysis Miniprep - Alkaline Lysis by A. Untergasser (contact address and download at www.untergasser.de/lab) Version: 1.0 - Print Version (.PDF) ATTENTION: This is a low priced protocol. Use it preferably! 1.

More information

RAPD analysis of Colletotrichum species causing chilli anthracnose disease in Thailand

RAPD analysis of Colletotrichum species causing chilli anthracnose disease in Thailand RAPD analysis of Colletotrichum species causing chilli anthracnose disease in Thailand K. Ratanacherdchai 1*, H.K. Wang 2, F.C. Lin 2 and K. Soytong 1 1 Department of Plant Pest Management Technology,

More information

STUDIES ON THE COMMON SMUT DISEASE OF CORN

STUDIES ON THE COMMON SMUT DISEASE OF CORN -68- Summary of STUDIES ON THE COMMON SMUT DISEASE OF CORN A Thesis Presented to the Graduate School, Faculty of Agriculture, Damanhour University In Partial Fullfilment of the Requirements For the Degree

More information

In Vitro NER Assay. Auble Lab. Reagents:

In Vitro NER Assay. Auble Lab. Reagents: In Vitro NER Assay Reagents: Water YPD Yeast extraction Buffer (200 ml): 0.2 M Tris-acetate (ph 7.5) (40 ml), 0.39 M (NH 4 ) 2 S0 4 (78 ml), 10 mm MgSO 4 (2 ml), 20% Glycerol (40 ml), 1mM EDTA (ph8.0)

More information

INDIAN COUNCIL OF AGRICULTURAL RESEARCH DIRECTORATE OF RAPESEED-MUSTARD RESEARCH, BHARATPUR, INDIA

INDIAN COUNCIL OF AGRICULTURAL RESEARCH DIRECTORATE OF RAPESEED-MUSTARD RESEARCH, BHARATPUR, INDIA INDIAN COUNCIL OF AGRICULTURAL RESEARCH DIRECTORATE OF RAPESEED-MUSTARD RESEARCH, BHARATPUR, INDIA Pathogenic variability of Sclerotinia sclerotiorum isolates on Brassica differentials Pankaj Sharma ICAR-Directorate

More information

DNA Extraction from Radioative Samples Grind plus kit Method

DNA Extraction from Radioative Samples Grind plus kit Method DNA Extraction from Radioative Samples Grind plus kit Method 4 th Edition 2017.5.24 To extract DNA from radioactive sediment samples with low biomass, we are currently not allowed to use chloroform or

More information

Level 3 Biology, 2016

Level 3 Biology, 2016 91605 916050 3SUPERVISOR S Level 3 Biology, 2016 91605 Demonstrate understanding of evolutionary processes leading to speciation 2.00 p.m. Thursday 10 November 2016 Credits: Four Achievement Achievement

More information

Where in the Genome is the Flax b1 Locus?

Where in the Genome is the Flax b1 Locus? Where in the Genome is the Flax b1 Locus? Kayla Lindenback 1 and Helen Booker 2 1,2 Plant Sciences Department, University of Saskatchewan, Saskatoon, SK S7N 5A8 2 Crop Development Center, University of

More information

Miniprep - Alkaline Lysis for BACs

Miniprep - Alkaline Lysis for BACs Miniprep - Alkaline Lysis for BACs by A. Untergasser (contact address and download at www.untergasser.de/lab) Version: 1.0 - Print Version (.PDF) ATTENTION: This is a low priced protocol. Use it preferably!

More information

EVALUATION OF THE CHLROPLAST DNA AMONG VICIA FABA L. GERMPLASM USING RESTRICTION- SITE ANALYSIS *

EVALUATION OF THE CHLROPLAST DNA AMONG VICIA FABA L. GERMPLASM USING RESTRICTION- SITE ANALYSIS * Iranian Journal of Science & Technology, Transaction A, Vol. 28, No. A1 Printed in Islamic Republic of Iran, 2004 Shiraz University EVALUATION OF THE CHLROPLAST DNA AMONG VICIA FABA L. GERMPLASM USING

More information

LUISA MAYENS VÁSQUEZ RAMÍREZ. Adress: Cl 37 # 28-15, Manizales, Caldas, Colombia. Cell Phone Number:

LUISA MAYENS VÁSQUEZ RAMÍREZ. Adress: Cl 37 # 28-15, Manizales, Caldas, Colombia. Cell Phone Number: LUISA MAYENS VÁSQUEZ RAMÍREZ Adress: Cl 37 # 28-15, Manizales, Caldas, Colombia. Cell Phone Number: 3013978734 E-mail: luisamayens@gmail.com PROFILE Agronomical engineer, Universidad de Caldas, Colombia.

More information

Statistics & Agric.Economics Deptt., Tocklai Experimental Station, Tea Research Association, Jorhat , Assam. ABSTRACT

Statistics & Agric.Economics Deptt., Tocklai Experimental Station, Tea Research Association, Jorhat , Assam. ABSTRACT Two and a Bud 59(2):152-156, 2012 RESEARCH PAPER Global tea production and export trend with special reference to India Prasanna Kumar Bordoloi Statistics & Agric.Economics Deptt., Tocklai Experimental

More information

Project Justification: Objectives: Accomplishments:

Project Justification: Objectives: Accomplishments: Spruce decline in Michigan: Disease Incidence, causal organism and epidemiology MDRD Hort Fund (791N6) Final report Team leader ndrew M Jarosz Team members: Dennis Fulbright, ert Cregg, and Jill O Donnell

More information

Title: Development of Simple Sequence Repeat DNA markers for Muscadine Grape Cultivar Identification.

Title: Development of Simple Sequence Repeat DNA markers for Muscadine Grape Cultivar Identification. Title: Development of Simple Sequence Repeat DNA markers for Muscadine Grape Cultivar Identification. Progress Report Grant Code: SRSFC Project # 2018 R-06 Research Proposal Name, Mailing and Email Address

More information

Confectionary sunflower A new breeding program. Sun Yue (Jenny)

Confectionary sunflower A new breeding program. Sun Yue (Jenny) Confectionary sunflower A new breeding program Sun Yue (Jenny) Sunflower in Australia Oilseed: vegetable oil, margarine Canola, cotton seeds account for >90% of oilseed production Sunflower less competitive

More information

ECONOMICS OF COCONUT PRODUCTS AN ANALYTICAL STUDY. Coconut is an important tree crop with diverse end-uses, grown in many states of India.

ECONOMICS OF COCONUT PRODUCTS AN ANALYTICAL STUDY. Coconut is an important tree crop with diverse end-uses, grown in many states of India. ECONOMICS OF COCONUT PRODUCTS AN ANALYTICAL STUDY Introduction Coconut is an important tree crop with diverse end-uses, grown in many states of India. Coconut palm is the benevolent provider of the basic

More information

Maxiprep - Alkaline Lysis

Maxiprep - Alkaline Lysis Maxiprep - Alkaline Lysis by A. Untergasser (contact address and download at www.untergasser.de/lab) Version: 1.0 - Print Version (.PDF) ATTENTION: This is a low priced protocol. Use it preferably! 1.

More information

Sequential Separation of Lysozyme, Ovomucin, Ovotransferrin and Ovalbumin from Egg White

Sequential Separation of Lysozyme, Ovomucin, Ovotransferrin and Ovalbumin from Egg White AS 662 ASL R3104 2016 Sequential Separation of Lysozyme, Ovomucin, Ovotransferrin and Ovalbumin from Egg White Sandun Abeyrathne Iowa State University Hyunyong Lee Iowa State University, hdragon@iastate.edu

More information

IMPACT OF RAINFALL AND TEMPERATURE ON TEA PRODUCTION IN UNDIVIDED SIVASAGAR DISTRICT

IMPACT OF RAINFALL AND TEMPERATURE ON TEA PRODUCTION IN UNDIVIDED SIVASAGAR DISTRICT International Journal of Agricultural Science and Research (IJASR) ISSN (P): 2250-0057; ISSN (E): 2321-0087 Vol. 8, Issue 1 Feb 2018, 51-56 TJPRC Pvt. Ltd. IMPACT OF RAINFALL AND TEMPERATURE ON TEA PRODUCTION

More information

GENETIC CHARACTERIZATION OF ARABUSTA COFFEE HYBRIDS AND THEIR PARENTAL GENOTYPES USING MOLECULAR MARKERS

GENETIC CHARACTERIZATION OF ARABUSTA COFFEE HYBRIDS AND THEIR PARENTAL GENOTYPES USING MOLECULAR MARKERS Plant Cell Biotechnology and Molecular Biology 15(1&2):31-42 GENETIC CHARACTERIZATION OF ARABUSTA COFFEE HYBRIDS AND THEIR PARENTAL GENOTYPES USING MOLECULAR MARKERS J. M. GIMASE *, W. M. THAGANA, D. T.

More information

Mem. Faculty. B. O. S. T. Kindai University No. 38 : 1 10 (2016)

Mem. Faculty. B. O. S. T. Kindai University No. 38 : 1 10 (2016) Mem. Faculty. B. O. S. T. Kindai University No. 38 : 1 10 (2016) 1 2 Memoirs of The Faculty of B. O. S. T. of Kindai University No. 38 2016 In recent years, several papers were published on microflora

More information

EFFECT OF TOMATO GENETIC VARIATION ON LYE PEELING EFFICACY TOMATO SOLUTIONS JIM AND ADAM DICK SUMMARY

EFFECT OF TOMATO GENETIC VARIATION ON LYE PEELING EFFICACY TOMATO SOLUTIONS JIM AND ADAM DICK SUMMARY EFFECT OF TOMATO GENETIC VARIATION ON LYE PEELING EFFICACY TOMATO SOLUTIONS JIM AND ADAM DICK 2013 SUMMARY Several breeding lines and hybrids were peeled in an 18% lye solution using an exposure time of

More information

Morphological Characterization of Jackfruit (Artocarpus heterophyllus L.) Accessions

Morphological Characterization of Jackfruit (Artocarpus heterophyllus L.) Accessions I J T A Serials Publications Morphological Characterization of Jackfruit (Artocarpus heterophyllus L.) Accessions A. Aswini*, K. Lila Mathew**, T. Radha***, A.K. Babylatha****, P.S. Abida*****, S. Krishnan******

More information

Proposal Problem statement Justification and rationale BPGV INRB, I.P. MBG, CSIC

Proposal Problem statement Justification and rationale BPGV INRB, I.P. MBG, CSIC Proposal 1. Problem statement. In the management of collections of plant genetic resources of many species the taxonomic classification is often not sufficient to identify duplicate accessions. Is the

More information

Detection of cow milk paneer in mixed/buffalo milk paneer through conventional species specific Polymerase Chain Reaction

Detection of cow milk paneer in mixed/buffalo milk paneer through conventional species specific Polymerase Chain Reaction Indian J. Anim. Res., 51 (5) 2017 : 962-966 Print ISSN:0367-6722 / Online ISSN:0976-0555 AGRICULTURAL RESEARCH COMMUNICATION CENTRE www.arccjournals.com/www.ijaronline.in Detection of cow milk paneer in

More information

Molecular identification of bacteria on grapes and in must from Small Carpathian wine-producing region (Slovakia)

Molecular identification of bacteria on grapes and in must from Small Carpathian wine-producing region (Slovakia) Molecular identification of bacteria on grapes and in must from Small Carpathian wine-producing region (Slovakia) T. Kuchta1, D. Pangallo2, Z. Godálová1, A. Puškárová2, M. Bučková2, K. Ženišová1, L. Kraková2

More information

COMPARISON OF CORE AND PEEL SAMPLING METHODS FOR DRY MATTER MEASUREMENT IN HASS AVOCADO FRUIT

COMPARISON OF CORE AND PEEL SAMPLING METHODS FOR DRY MATTER MEASUREMENT IN HASS AVOCADO FRUIT New Zealand Avocado Growers' Association Annual Research Report 2004. 4:36 46. COMPARISON OF CORE AND PEEL SAMPLING METHODS FOR DRY MATTER MEASUREMENT IN HASS AVOCADO FRUIT J. MANDEMAKER H. A. PAK T. A.

More information

The host range of the eriophyid mite Aceria vitalbae, a biological control agent for Clematis vitalba.

The host range of the eriophyid mite Aceria vitalbae, a biological control agent for Clematis vitalba. The host range of the eriophyid mite Aceria vitalbae, a biological control agent for Clematis vitalba. Host range tests were carried out in Serbia for Landcare Research by Dr Biljana Vidovic of the University

More information

(Definition modified from APSnet)

(Definition modified from APSnet) Development of a New Clubroot Differential Set S.E. Strelkov, T. Cao, V.P. Manolii and S.F. Hwang Clubroot Summit Edmonton, March 7, 2012 Background Multiple strains of P. brassicae are known to exist

More information

Correlation of the free amino nitrogen and nitrogen by O-phthaldialdehyde methods in the assay of beer

Correlation of the free amino nitrogen and nitrogen by O-phthaldialdehyde methods in the assay of beer APPLICATION NOTE 71798 Correlation of the free amino nitrogen and nitrogen by O-phthaldialdehyde methods in the assay of beer Authors Otama, Liisa, 1 Tikanoja, Sari, 1 Kane, Hilary, 2 Hartikainen, Sari,

More information

Molecular Characterization of Local and Imported Olive Cultivars Grown in Egypt Using ISSR Technique

Molecular Characterization of Local and Imported Olive Cultivars Grown in Egypt Using ISSR Technique Journal of Horticultural Science & Ornamental Plants 4 (2): 148-154, 2012 ISSN 2079-2158 IDOSI Publications, 2012 Molecular Characterization of Local and Imported Olive Cultivars Grown in Egypt Using ISSR

More information

Varietal Identification of Coffee Seeds by RAPD Technique

Varietal Identification of Coffee Seeds by RAPD Technique 7 Vol.47, n. 1 : pp. 7-11, March 2004 ISSN 1516-8913 Printed in Brazil BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY AN INTERNATIONAL JOURNAL Varietal Identification of Coffee Seeds by RAPD Technique Maria

More information

Genetic diversity among commercial coffee varieties, advanced selections and museum collections in Kenya using molecular markers

Genetic diversity among commercial coffee varieties, advanced selections and museum collections in Kenya using molecular markers International Journal of Biodiversity and Conservation Vol. 4(2), pp. 39-46, February 2012 Available online http://www.academicjournals.org/ijbc DOI: 10.5897/IJBC11.231 ISSN 2141-243X 2012 Academic Journals

More information

Separation of Ovotransferrin and Ovomucoid from Chicken Egg White

Separation of Ovotransferrin and Ovomucoid from Chicken Egg White Animal Industry Report AS 662 ASL R3105 2016 Separation of and from Chicken Egg White Sandun Abeyrathne Iowa State University Hyunyong Lee Iowa State University, hdragon@iastate.edu Dong U. Ahn Iowa State

More information

D Lemmer and FJ Kruger

D Lemmer and FJ Kruger D Lemmer and FJ Kruger Lowveld Postharvest Services, PO Box 4001, Nelspruit 1200, SOUTH AFRICA E-mail: fjkruger58@gmail.com ABSTRACT This project aims to develop suitable storage and ripening regimes for

More information

Cambridge International Examinations Cambridge International General Certificate of Secondary Education

Cambridge International Examinations Cambridge International General Certificate of Secondary Education Cambridge International Examinations Cambridge International General Certificate of Secondary Education *3653696496* ENVIRONMENTAL MANAGEMENT 0680/11 Paper 1 October/November 2017 1 hour 30 minutes Candidates

More information

GLOSSARY Last Updated: 10/17/ KL. Terms and Definitions

GLOSSARY Last Updated: 10/17/ KL. Terms and Definitions GLOSSARY Last Updated: 10/17/2017 - KL Terms and Definitions Spacing 4ETa Zone(s) Background Drill Elevation Climate Soil Ecoregion 4 Recommended base spacing between containerized, cutting, plug or sprig

More information

BEEF Effect of processing conditions on nutrient disappearance of cold-pressed and hexane-extracted camelina and carinata meals in vitro 1

BEEF Effect of processing conditions on nutrient disappearance of cold-pressed and hexane-extracted camelina and carinata meals in vitro 1 BEEF 2015-05 Effect of processing conditions on nutrient disappearance of cold-pressed and hexane-extracted camelina and carinata meals in vitro 1 A. Sackey 2, E. E. Grings 2, D. W. Brake 2 and K. Muthukumarappan

More information

Response of Camelina Varieties to NaCl Salinity

Response of Camelina Varieties to NaCl Salinity Response of Camelina Varieties to NaCl Salinity By Ms. Monica Effi Mentor: Dr. Josekutty Discussion Paper Camelina Production in Montana McVay, K. A. Montana State University Extension - Bozeman Montana.

More information

Catalogue of published works on. Maize Lethal Necrosis (MLN) Disease

Catalogue of published works on. Maize Lethal Necrosis (MLN) Disease Catalogue of published works on Maize Lethal Necrosis (MLN) Disease Mentions of Maize Lethal Necrosis (MLN) Disease - Reports and Journals Current and future potential distribution of maize chlorotic mottle

More information

Analysis of Bunch Quality in Oil Palm Hybrid Cross Combinations under Krishna-Godavari Zone of Andhra Pradesh, India

Analysis of Bunch Quality in Oil Palm Hybrid Cross Combinations under Krishna-Godavari Zone of Andhra Pradesh, India International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 7 Number 05 (2018) Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2018.705.286

More information

ANALYSIS OF THE EVOLUTION AND DISTRIBUTION OF MAIZE CULTIVATED AREA AND PRODUCTION IN ROMANIA

ANALYSIS OF THE EVOLUTION AND DISTRIBUTION OF MAIZE CULTIVATED AREA AND PRODUCTION IN ROMANIA ANALYSIS OF THE EVOLUTION AND DISTRIBUTION OF MAIZE CULTIVATED AREA AND PRODUCTION IN ROMANIA Agatha POPESCU University of Agricultural Sciences and Veterinary Medicine, Bucharest, 59 Marasti, District

More information

Corresponding author: Ornella K Sangma

Corresponding author: Ornella K Sangma Occurrence of Gymnopetalum cochinchinense (Lour.) Kurz. (Apolka) in Garo Hills of Meghalaya, India Ornella K Sangma 1, Arindam Barman 2, Chinky M Marak 3 and Cheana S Sangma 4 1 PG Scholar, Department

More information

A new approach to understand and control bitter pit in apple

A new approach to understand and control bitter pit in apple FINAL PROJECT REPORT WTFRC Project Number: AP-07-707 Project Title: PI: Organization: A new approach to understand and control bitter pit in apple Elizabeth Mitcham University of California Telephone/email:

More information

Overcoming challenges to developing varieties resistant to Sclerotinia - managing pathogen variation. Photos: Caixia Li

Overcoming challenges to developing varieties resistant to Sclerotinia - managing pathogen variation. Photos: Caixia Li Overcoming challenges to developing varieties resistant to Sclerotinia - managing pathogen variation Photos: Caixia Li Lupin Sclerotina patches Oilseed Rape Sclerotina patches Photos: Cai Xia Li - unpublished

More information

School of Plant Sciences, Haramaya University, P O Box 219, Haramaya, Ethiopia.

School of Plant Sciences, Haramaya University, P O Box 219, Haramaya, Ethiopia. East African Journal of Sciences (2011) Volume 5 (1) 22-36 Magnitude of Exploitable Heterosis for Yield and Quality Traits of Coffee (Coffea arabica L.) Hybrids as Affected by Distant Parents in Origin

More information

Identification of haplotypes controlling seedless by genome resequencing of grape

Identification of haplotypes controlling seedless by genome resequencing of grape Identification of haplotypes controlling seedless by genome resequencing of grape Soon-Chun Jeong scjeong@kribb.re.kr Korea Research Institute of Bioscience and Biotechnology Why seedless grape research

More information

DEVELOPMENT AND STANDARDISATION OF FORMULATED BAKED PRODUCTS USING MILLETS

DEVELOPMENT AND STANDARDISATION OF FORMULATED BAKED PRODUCTS USING MILLETS IMPACT: International Journal of Research in Applied, Natural and Social Sciences (IMPACT: IJRANSS) ISSN(E): 2321-8851; ISSN(P): 2347-4580 Vol. 2, Issue 9, Sep 2014, 75-78 Impact Journals DEVELOPMENT AND

More information

Title: Genetic Variation of Crabapples ( Malus spp.) found on Governors Island and NYC Area

Title: Genetic Variation of Crabapples ( Malus spp.) found on Governors Island and NYC Area Title: Genetic Variation of Crabapples ( Malus spp.) found on Governors Island and NYC Area Team Members: Jianri Chen, Zinan Ma, Iulius Sergiu Moldovan and Xuanzhi Zhao Sponsoring Teacher: Alfred Lwin

More information

THE NATURAL SUSCEPTIBILITY AND ARTIFICIALLY INDUCED FRUIT CRACKING OF SOUR CHERRY CULTIVARS

THE NATURAL SUSCEPTIBILITY AND ARTIFICIALLY INDUCED FRUIT CRACKING OF SOUR CHERRY CULTIVARS THE NATURAL SUSCEPTIBILITY AND ARTIFICIALLY INDUCED FRUIT CRACKING OF SOUR CHERRY CULTIVARS S. Budan Research Institute for Fruit Growing, Pitesti, Romania sergiu_budan@yahoo.com GENERALITIES It is agreed

More information

GENOTYPIC AND ENVIRONMENTAL EFFECTS ON BREAD-MAKING QUALITY OF WINTER WHEAT IN ROMANIA

GENOTYPIC AND ENVIRONMENTAL EFFECTS ON BREAD-MAKING QUALITY OF WINTER WHEAT IN ROMANIA GENOTYPIC AND ENVIRONMENTAL EFFECTS ON BREAD-MAKING QUALITY OF WINTER WHEAT IN ROMANIA Mihaela Tianu, Nicolae N. Sãulescu and Gheorghe Ittu ABSTRACT Bread-making quality was analysed in two sets of wheat

More information

INFLUENCE OF THIN JUICE ph MANAGEMENT ON THICK JUICE COLOR IN A FACTORY UTILIZING WEAK CATION THIN JUICE SOFTENING

INFLUENCE OF THIN JUICE ph MANAGEMENT ON THICK JUICE COLOR IN A FACTORY UTILIZING WEAK CATION THIN JUICE SOFTENING INFLUENCE OF THIN JUICE MANAGEMENT ON THICK JUICE COLOR IN A FACTORY UTILIZING WEAK CATION THIN JUICE SOFTENING Introduction: Christopher D. Rhoten The Amalgamated Sugar Co., LLC 5 South 5 West, Paul,

More information

Determination of Melamine Residue in Milk Powder and Egg Using Agilent SampliQ Polymer SCX Solid Phase Extraction and the Agilent 1200 Series HPLC/UV

Determination of Melamine Residue in Milk Powder and Egg Using Agilent SampliQ Polymer SCX Solid Phase Extraction and the Agilent 1200 Series HPLC/UV Determination of Melamine Residue in Milk Powder and Egg Using Agilent SampliQ Polymer SCX Solid Phase Extraction and the Agilent 1200 Series HPLC/UV Application Note Food Safety Authors Chen-Hao Zhai

More information

Diversity analysis of selected coffee genotypes using microsatellites and random amplified polymorphic DNA in Kenya

Diversity analysis of selected coffee genotypes using microsatellites and random amplified polymorphic DNA in Kenya 2017 Scienceweb Publishing International Journal of Biotechnology and Food Science Vol. 5(1), pp. 1-9, May 2017 ISSN: 2384-7344 Research Paper Diversity analysis of selected coffee genotypes using microsatellites

More information

Validation Report: Total Sulfite Assay Kit (cat. no. K-TSULPH)

Validation Report: Total Sulfite Assay Kit (cat. no. K-TSULPH) Validation Report: Total Sulfite Assay Kit (cat. no. K-TSULPH) 1. Scope Megazyme s Total Sulfite Assay Kit (K-TSULPH) is a reliable and accurate method used for the rapid measurement and analysis of total

More information

Research - Strawberry Nutrition

Research - Strawberry Nutrition Research - Strawberry Nutrition The Effect of Increased Nitrogen and Potassium Levels within the Sap of Strawberry Leaf Petioles on Overall Yield and Quality of Strawberry Fruit as Affected by Justification:

More information

MOLECULAR ANALYSIS OF GENETIC DIVERSITY AND *PHYLOGENETIC RELATIONSHIPS IN COFF A

MOLECULAR ANALYSIS OF GENETIC DIVERSITY AND *PHYLOGENETIC RELATIONSHIPS IN COFF A MOLECULAR ANALYSIS OF GENETIC DIVERSITY AND *PHYLOGENETIC RELATIONSHIPS IN COFF A J. CROS, Ph. LASHERMES, Ph. MARMEY, F. ANTHONY, S. HAMON, A. CHARRIER ORSTOM, Laboratoire de Ressources Génétiques et Amélioration

More information

Using optimized random amplified polymorphic DNA (RAPD) markers to identify the category status of Citrus nobilis Lour. Gonggan

Using optimized random amplified polymorphic DNA (RAPD) markers to identify the category status of Citrus nobilis Lour. Gonggan African Journal of Biotechnology Vol. 10(64), pp. 13982-13990, 19 October, 2011 Available online at http://www.academicjournals.org/ajb DOI: 10.5897/AJB11.1501 ISSN 1684 5315 2011 Academic Journals Full

More information

MORPHOLOGICAL DIVERSITY OF TEA GROWN IN LAM DONG PROVINCE (VIET NAM)

MORPHOLOGICAL DIVERSITY OF TEA GROWN IN LAM DONG PROVINCE (VIET NAM) MORPHOLOGICAL DIVERSITY OF TEA GROWN IN LAM DONG PROVINCE (VIET NAM) Thai Dan Vo, Heiko C. Becker Institute of Agronomy and Plant Breeding, Georg-August-Universität Göttingen, Germany Abstract Assessing

More information

Production, Optimization and Characterization of Wine from Pineapple (Ananas comosus Linn.)

Production, Optimization and Characterization of Wine from Pineapple (Ananas comosus Linn.) Production, Optimization and Characterization of Wine from Pineapple (Ananas comosus Linn.) S.RAJKUMAR IMMANUEL ASSOCIATE PROFESSOR DEPARTMENT OF BOTANY THE AMERICAN COLLEGE MADURAI 625002(TN) INDIA WINE

More information

Research Article Quantitative Characterization of Nut Yield and Fruit Components in Indigenous Coconut Germplasm in Sri Lanka

Research Article Quantitative Characterization of Nut Yield and Fruit Components in Indigenous Coconut Germplasm in Sri Lanka Biodiversity, Article ID 740592, 5 pages http://dx.doi.org/10.1155/2014/740592 Research Article Quantitative Characterization of Nut Yield and Fruit Components in Indigenous Coconut Germplasm in Sri Lanka

More information

Detecting Melamine Adulteration in Milk Powder

Detecting Melamine Adulteration in Milk Powder Detecting Melamine Adulteration in Milk Powder Introduction Food adulteration is at the top of the list when it comes to food safety concerns, especially following recent incidents, such as the 2008 Chinese

More information

Evaluation of Genetic Diversity in Citrus Genotypes by IRAP Molecular Marker

Evaluation of Genetic Diversity in Citrus Genotypes by IRAP Molecular Marker International Journal of Farming and Allied Sciences Available online at www.ijfas.com 2014 IJFAS Journal-2014-3-2/230-234/ 28 February, 2014 ISSN 2322-4134 2014 IJFAS Evaluation of Genetic Diversity in

More information

Power and Priorities: Gender, Caste, and Household Bargaining in India

Power and Priorities: Gender, Caste, and Household Bargaining in India Power and Priorities: Gender, Caste, and Household Bargaining in India Nancy Luke Associate Professor Department of Sociology and Population Studies and Training Center Brown University Nancy_Luke@brown.edu

More information

158 S. A. TAMHANKAR, S. G. PATIL and V. S. RAO T a b l e 1 List of genotypes analysed in the present study Vitis spp. Vitis labrusca Vitis berlandieri

158 S. A. TAMHANKAR, S. G. PATIL and V. S. RAO T a b l e 1 List of genotypes analysed in the present study Vitis spp. Vitis labrusca Vitis berlandieri Vitis 40 (3), 157 161 (2001) Assessment of the genetic diversity of some important grape genotypes in India using RAPD markers SHUBHADA A. TAMHANKAR, S. G. PATIL and V. S. RAO Genetics Group, Agharkar

More information

Non-Structural Carbohydrates in Forage Cultivars Troy Downing Oregon State University

Non-Structural Carbohydrates in Forage Cultivars Troy Downing Oregon State University Non-Structural Carbohydrates in Forage Cultivars Troy Downing Oregon State University Contact at: OSU Extension Service, Tillamook County, 2204 4 th St., Tillamook, OR 97141, 503-842-3433, Email, troy.downing@oregonstate.edu

More information

Genetic diversity of native Pinus sylvestris L. of Gerês accessed by SSR markers (MICROSAT PSYLV)

Genetic diversity of native Pinus sylvestris L. of Gerês accessed by SSR markers (MICROSAT PSYLV) Genetic diversity of native Pinus sylvestris L. of Gerês accessed by SSR markers (MICROSAT PSYLV) UTAD, Vila Real Portugal BFW, Austria This work was partially funded by: FEDER funds through the Programa

More information

OF THE VARIOUS DECIDUOUS and

OF THE VARIOUS DECIDUOUS and (9) PLAXICO, JAMES S. 1955. PROBLEMS OF FACTOR-PRODUCT AGGRE- GATION IN COBB-DOUGLAS VALUE PRODUCTIVITY ANALYSIS. JOUR. FARM ECON. 37: 644-675, ILLUS. (10) SCHICKELE, RAINER. 1941. EFFECT OF TENURE SYSTEMS

More information

Big Data and the Productivity Challenge for Wine Grapes. Nick Dokoozlian Agricultural Outlook Forum February

Big Data and the Productivity Challenge for Wine Grapes. Nick Dokoozlian Agricultural Outlook Forum February Big Data and the Productivity Challenge for Wine Grapes Nick Dokoozlian Agricultural Outlook Forum February 2016 0 Big Data and the Productivity Challenge for Wine Grapes Outline Current production challenges

More information

ORGANOLEPTIC EVALUATION OF RECIPES BASED ON DIFFERENT VARIETIES OF MAIZE

ORGANOLEPTIC EVALUATION OF RECIPES BASED ON DIFFERENT VARIETIES OF MAIZE Ind. J. Extn. Educ. & R.D. 22 : 141-145, 2014 ORGANOLEPTIC EVALUATION OF RECIPES BASED ON DIFFERENT VARIETIES OF MAIZE Deepika* and Shashi Jain** ABSTRACT Among the food grains, maize is utilized in more

More information

Experiment # Lemna minor (Duckweed) Population Growth

Experiment # Lemna minor (Duckweed) Population Growth Experiment # Lemna minor (Duckweed) Population Growth Introduction Students will grow duckweed (Lemna minor) over a two to three week period to observe what happens to a population of organisms when allowed

More information

The Effect of ph on the Growth (Alcoholic Fermentation) of Yeast. Andres Avila, et al School name, City, State April 9, 2015.

The Effect of ph on the Growth (Alcoholic Fermentation) of Yeast. Andres Avila, et al School name, City, State April 9, 2015. 1 The Effect of ph on the Growth (Alcoholic Fermentation) of Yeast Andres Avila, et al School name, City, State April 9, 2015 Abstract We investigated the effect of neutral and extreme ph values on the

More information

Wine-Tasting by Numbers: Using Binary Logistic Regression to Reveal the Preferences of Experts

Wine-Tasting by Numbers: Using Binary Logistic Regression to Reveal the Preferences of Experts Wine-Tasting by Numbers: Using Binary Logistic Regression to Reveal the Preferences of Experts When you need to understand situations that seem to defy data analysis, you may be able to use techniques

More information

is pleased to introduce the 2017 Scholarship Recipients

is pleased to introduce the 2017 Scholarship Recipients is pleased to introduce the 2017 Scholarship Recipients Congratulations to Elizabeth Burzynski Katherine East Jaclyn Fiola Jerry Lin Sydney Morgan Maria Smith Jake Uretsky Elizabeth Burzynski Cornell University

More information

Monohybrid Mendelian segregation in an interspecific hybrid population of tetraploid x diploid Coffea species- part 2

Monohybrid Mendelian segregation in an interspecific hybrid population of tetraploid x diploid Coffea species- part 2 International Journal of Genetics and Genomics 2013; 1(1: 1-5 Published online November 10, 2013 (http://www.sciencepublishinggroup.com/j/ijgg doi: 10.11648/j.ijgg.20130101.11 Monohybrid Mendelian segregation

More information

2. Materials and methods. 1. Introduction. Abstract

2. Materials and methods. 1. Introduction. Abstract Standardizing Peanut Roasting Process Of Peanut Butter Production N. K. Dhamsaniya and N. C. Patel Junagadh Agricultural University, Junagadh, Gujarat, India Abstract The current practice of roasting peanut

More information

Emerging Local Food Systems in the Caribbean and Southern USA July 6, 2014

Emerging Local Food Systems in the Caribbean and Southern USA July 6, 2014 Consumers attitudes toward consumption of two different types of juice beverages based on country of origin (local vs. imported) Presented at Emerging Local Food Systems in the Caribbean and Southern USA

More information

AARON P. DAVIS FLS 1 *, JAMES TOSH 2, NICOLAS RUCH 1 and MICHAEL F. FAY FLS 1. Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3AB, UK 2

AARON P. DAVIS FLS 1 *, JAMES TOSH 2, NICOLAS RUCH 1 and MICHAEL F. FAY FLS 1. Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3AB, UK 2 Botanical Journal of the Linnean Society, 2011, 167, 357 377. With 4 figures Growing coffee: Psilanthus (Rubiaceae) subsumed on the basis of molecular and morphological data; implications for the size,

More information

Business opportunities and challenges of mainstreaming biodiversity into the agricultural sector

Business opportunities and challenges of mainstreaming biodiversity into the agricultural sector Business opportunities and challenges of mainstreaming biodiversity into the agricultural sector Mainstreaming biodiversity into the agricultural sector what does this mean? Cultural service Regulating

More information