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Genetic variability in pecan genotypes in Brazil

ABSTRACT

Pecan crops has been expanding in recent years, mainly in southern Brazil. Genotypes that compose Brazilian orchards come from the USA and from selections of plants made by Brazilian producers. This study aimed to characterize with microsatellite markers pecan cultivars registered for cultivation in Brazil, including some selections made in the country. It is important to know the genetic variability of the pecan tree, as it facilitates the identification of possible phytotechnical deficiencies due to the genetic similarity between the plants, in addition to helping in the conservation of the species, among other. Thirty-four, out of forty collected accessions, were genotyped with 11 selected SSR (Simple Sequence Repeats) loci. Twenty-four polymorphic alleles were identified. The genetic similarity matrix, based on the Jaccard coefficient, ranged from 0.125 to 1.0; general mean of similarity was 0.46. The cluster analysis, which was carried out by the Unweighted Pair Group Method with Arithmetic Mean (UPGMA), classified pecan accessions into four main groups. Results showed that there is high genetic variability in germplasm evaluated, although some accessions may be duplicates.

Keywords
Carya illinoinensis; molecular markers; microsatellites

INTRODUCTION

Pecan trees are native to the United States and Mexico, even though they have been commercially grown in several countries. They bear a dry fruit called pecan nut which has arisen producers’ and consumers’ interest due to its price, product diversification in rural areas and health benefits that result from its frequent consumption (Wells, 2017aWells L (2017a) Pecan America´s Native nut tree. Tuscaloosa, University of Alabama Press. 264p.; Fronza et al., 2018Fronza D, Hamann JJ, Both V, Anese RO & Meyer EA (2018) Pecan cultivation: general aspects. Ciência Rural, 48:01-09.).

The crop was introduced into southeastern Brazil by North-american immigrants in 1870 (Ortiz & Camargo, 2005Ortiz ERN & Camargo LEA (2005) Doenças da Nogueira Pecan. In: Kimati H, Amorim L, Bergamin Filho A, Camargo LEA & Rezende JAM (Eds.) Manual de fitopatologia: doenças das plantas cultivadas. 4ª ed. São Paulo, Agronômica Ceres. p.501-505.; Bilharva et al., 2018Bilharva MG, Martins CR, Hamann JJ, Fronza D, de Marco R & Malgarim MB (2018) Pecan: from Research to the Brazilian Reality. Journal of Experimental Agriculture International, 23:01-16.; Poletto et al., 2020Poletto T, Poletto I, Silva LMM, Muniz MFB, Reiniger LRS, Richards N & Stefenon VM (2020) Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions. Scientia Horticulturae, 261:01-07.). Rio Grande do Sul (RS) state is the largest pecan producer, especially in the cities Anta Gorda (28˚ 58’13’’S e 52˚ 00’17’’W) and Cachoeira do Sul (30˚02’21’’S e 52˚53’38’’W) are the municipalities with the largest production areas. It is estimated that in the southern region there are 6.91 thousand hectares implanted with the crop (Bilharva et al., 2018Bilharva MG, Martins CR, Hamann JJ, Fronza D, de Marco R & Malgarim MB (2018) Pecan: from Research to the Brazilian Reality. Journal of Experimental Agriculture International, 23:01-16.; Gatto et al., 2008Gatto DA, Haselein CR, Santini EJ, Durlo MA, Calegari LE & Stangerlin DM (2008) Características tecnológicas das madeiras de Luehea divaricata, Carya illinoinensis e Platanus x acerifolia quando submetidas ao vergamento. Ciência Florestal, 18:121-131.; Fronza et al., 2018Fronza D, Hamann JJ, Both V, Anese RO & Meyer EA (2018) Pecan cultivation: general aspects. Ciência Rural, 48:01-09.).

These differences between pecan tree plants can be seen in the characteristics, such as fruit shape and size, quality, plant architecture and reproduction. In Brazil, 43 cultivars have been registered at the Ministry of Agriculture, Livestock and Food Supply (Mapa, 2020Mapa - Ministério da Agricultura e Pecuária (2020) Registro Nacional de Cultivares. Available at: <http://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php/>. Accessed on: September 7th, 2020.
http://sistemas.agricultura.gov.br/snpc/...
). In addition, there is genetic material of unknown origin which resulted from selections carried out by farmers and nurserypersons, taking into account morphological, productive and genetic aspects (Hamann et al., 2018Hamann JJ, Bilharva MG, Barros J, de Marco R & Martins CR (2018) Cultivares de nogueira-pecã no Brasil. Brasil, Embrapa Clima Temperado. 43p. (Documento, 478).; Poletto et al., 2020Poletto T, Poletto I, Silva LMM, Muniz MFB, Reiniger LRS, Richards N & Stefenon VM (2020) Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions. Scientia Horticulturae, 261:01-07.).

Pecan is a perennial plant, deciduous and monoecious fruit tree (having pistillate and staminate flowers on the same plant). In addition, the pecan has a natural mechanism called dichogamy, where the period of pollen release and stigma receptivity are different, and this period may be complete or partial. However, there is a possibility that a small percentage of self-pollination will occur, normally pollination is anemophilous (Thompson & Romberg, 1985Thompson TE & Romberg LD (1985) Inheritance of heterodichogamy in pecans. Journal of Heredity, 76:456-458.; Sparks, 1992Sparks D (1992) Pecan cultivars: the orchard’s foundation. Watkinsville, Pecan Productions Innovations. 446p.; Wells, 2017bWells L (2017b) Southeastern Pecan Grower’s Handbook. Athens, University of Georgia. 236p.).

To know the magnitude of the genetic variability available in the country is an important step to ensure the development of pecan crop in the future. An alternative to help to identify and characterize genetic diversity of a species is the use of molecular markers, which enable differences among plants to be revealed by DNA analysis. Several studies have described different techniques, such as the Polymerase Chain Reaction (PCR) (Ferreira & Grattapaglia, 1996; Ferreira & Grattapaglia, 1998Ferreira ME & Grattapaglia D (1998) Introdução ao uso de marcadores moleculares em análise genética. 2ª ed. Brasília, Embrapa. 220p.; Grauke et al., 2003Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380.).

Regarding the different types of markers based on the PCR, microsatellite markers or Simple Sequence Repeats (SSR), are the most successful ones in studies of genetic variation, mapping, genotype identification and others (Caixeta et al., 2009Caixeta ET, Oliveira ACB, Brito GG & Sakiyama NS (2009) Tipos de marcadores moleculares. In: Borém A & Caixeta ET (Eds.) Marcadores moleculares. 2ª ed. Viçosa, Editora Jard. 532p.; Wang et al., 2010Wang JY, Zheng LS, Huang BZ, Liu WL & Wu YT (2010) Development, characterization, and variability analysis of microsatellites from a commercial cultivar of Musa acuminata. Genetic Resources and Crop Evolution, 57:553-563.; Librelon et al., 2013Librelon SS, Costa MR, Nietsched S & Pereira MCT (2013) Diversidade genética de clones de bananeira ‘Prata-anã’ (AAB) por meio de marcadores SSR. Revista Brasileira de Fruticultura, 35:809-817.).

This study aimed to characterize with microsatellite markers pecan cultivars registered for cultivation in Brazil, including some selections made in national territory, to know magnitude of the genetic variability cultivated in the country.

MATERIAL AND METHODS

Forty pecan genotypes were evaluated. Twenty-one are cultivars registered at the Ministry of Agriculture, Livestock and Food Supply (Mapa, 2020Mapa - Ministério da Agricultura e Pecuária (2020) Registro Nacional de Cultivares. Available at: <http://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php/>. Accessed on: September 7th, 2020.
http://sistemas.agricultura.gov.br/snpc/...
), while 19 are selections found in orchards in southern Brazil (Table 1). Considering all cultivars under analysis, farmers believe that about 38% of them are the most grown in the region.

Table 1
Pecan genotypes under evaluation and origins of every accession

Plant material was collected from young leaves (disease-free folioles were thoroughly extended) and taken to the Laboratory of Molecular Biology and stored in an ultrafreezer at -80 ºC, up to DNA extraction.

Leaf genomic DNA was extracted with the protocol of DNA isolation based on cetyltrimethylammonium bromide (CTAB), in agreement with the methodology proposed by Ferreira & Grattapaglia (1996)Ferreira ME & Grattapaglia D (1996) Introdução ao uso de marcadores moleculares em análise genética. Brasília, Embrapa. 220p..

Sample quantification was carried out by a NanoVue Plus™ spectrophotometer which enabled to estimate resulting DNA concentration and quality, based on the A260/280 nm ratio. Only samples whose A260/280 was between 1.8 and 2.1 were used. In order to check DNA integrity, 1% agarose gel electrophoresis, with GelRed (coloring) and Hind III (marker), was also carried out. Afterwards, samples were diluted in ultrapure water and adjusted to 20 ng µL-1.

PCR reactions were carried out in agreement with the protocol described by Grauke et al. (2003)Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380.. Final volume of reaction was 10 µL, which consisted of: 50 mM KCl, 10 mM Tris-HCl (pH 8.3), 2.0 mM MgCl2, 0.16 mM dNTPs, 30 ng of every primer (Invitrogen™), 30 ng DNA and 0.5 µL Taq DNA polymerase (Invitrogen™). SSR primers were PM- CA 07, PM- CA 10, PM- CA 12, PM- CTA 24, PM- GA 19, PM- GA 23, PM- GA 28, PM- GA 31, PM- GA 38, PM-GA 39, PM-GA 41 and PM- GA 44 (Grauke et al., 2003Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380.). Table 2 shows the primers, sequences, sizes and annealing temperatures under study.

Table 2
Sequence, size and annealing temperatures of SSR primers used for genetically characterizing pecan accessions

Amplifications were carried out by the Gene Amp® PCR System 9700 thermocycler (Applied Biosystems). Amplification cycles were a denaturation step at 94 °C for 3 min, followed by 35 cycles at 94 °C for 30 seconds; in the annealing phase, temperatures ranged to be adequate for every primer for 30 seconds, at 72 °C for 1 min and ended with an extension cycle at 72 °C for 3 min and a cycle at 4 °C up to sample removal from the thermocycler (Grauke et al., 2003Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380.).

Amplification products were separated by 2% agarose gel electrophoresis with the use of the molecular marker 1 Kb plus DNA Ladder (Invitrogen™). Amplified fragments were visualized by the Gel Logic 2200 Imaging System (Kodak).

Amplification results of every locus under analysis were registered qualitatively, i. e., presence (1) or absence (0). Although SSR markers are codominant markers, due to the amplification of some locis in more than one region, the markers were treated as dominant.

The genetic distance matrix was generated using the complement of the Jaccard similarity coefficient. Based on the resulting genetic distance matrix, the cluster analysis was performed by the Unweighted Pair Group Method with Arithmetic Mean (UPGMA), with the help of the NTSYS-pc Numerical Taxonomy and Multivariate Analysis System, version 2.02 (Rohlf, 1998Rohlf FJ (1998) NTSYS-Pc: Numerical taxonomy and multivariate analysis system. Version 2.0. New York, Applied Biostatistics.).

RESULTS AND DISCUSSION

Eleven, out of 12 SSR primer pairs under study, were selected for the analysis. Primer PM-CA 12 was removed because it exhibited low-quality amplification patterns, besides a high percentage of failures. It didn’t amplified in 30.77% of genotypes.

A total of 24 polymorphic bands were identified in the 11 selected primer pairs. Due to their low DNA quality, six genotypes – ‘Caddo’, ‘Chickasaw’, ‘Mohawk’, Success 02, ‘Importada’ and Selection Mi01 – also had to be removed from the analysis. Therefore, 34 out of 40 collected accessions were evaluated.

Mean similarity of genotypes under study was 46%. It shows that the percentage of genetic difference among accessions is higher than the similarity among them. The similarity matrix (Figure 1) shows that some pecan genotypes exhibited more than 80% genetic divergence, i. e., less than 20% similarity. Success exhibited the highest genetic divergence with cultivars Cowley, Choctaw and Selection PF 17 b, i. e., 80%, 82% and 87%, respectively. However, some pecan genotypes, such as ‘Choctaw’ and ‘Checokee’ (17%), Selection M1 and ‘Farley’ (25%) and ‘Farley’ and Selection PS (18%), exhibited less than 30% genetic difference.

Figure 1
Genetic similarity matrix of 34 pecan genotypes. Pelotas, RS, 2020.

Based on the cluster analysis, with a cophenetic correlation coefficient was 73.10% with the genetic similarity matrix, four large groups were identified (Figure 2). The cut off point corresponSded to the mean genetic similarity of about 46%.

Figure 2
Dendrogram of genetic relations among pecan genotypes based on SSR markers, generate of by Jaccard coefficient. Mean genetic similarity (MGS). Pelotas, RS, 2020.

Group I comprised exclusively by ‘Success’. This cultivar was genetically very different from the other genotypes under study. It was also found to be distant from genotypes with which it has some parental in common, such as cultivars ‘Barton’, ‘Gratex’, ‘Desirable’, ‘Choctaw’ and ‘Jackson’. The hypothesis that can explain the distance from ‘Success’ is that the markers used may be in distinct, random regions, and perhaps not linked to the region where the common ancestor is located.

Group II comprised only two cultivars: one of unknown origin (‘Sumner’) and ‘Shoshoni’, which resulted from a cross between ‘Evers’ and ‘Odom’. Both cultivars Summer and Shoshoni exhibited 67%. It was higher than the mean, which was 0.46, revealing the proximity of both materials. Group III was composed of cultivars Stuart, Barton (2, 3 and 4), Elliot and Cheyenne.

Conner & Wood (2001)Conner PJ & Wood BW (2001) Identification of Pecan Cultivars and Their Genetic Relatedness as Determine by Randomly Amplified Polymorphic DNA Analysis. Journal of the American Society for Horticultural Science, 126:474-480. used RAPD markers to study pecan cultivars and found similarity between ‘Elliot’ and ‘Barton’ (0.46). The comparison of their results and the ones found by this study shows that values were similar, since genetic similarity between Elliot and Barton 3 and 4 was 0.47. Both studies confirm that there is similarity between these cultivars, based on the analysis of the DNA level.

Subgroup IV-A comprised most genotypes that exhibited proximity in their origins. For instance, cultivars Desirable, Choctaw and Gratex had a progenitor in common, i. e., Success. Thus, they were included in the same group. Besides, cultivars Choctaw, Wichita and Tejas, whose origin had the participation of the cultivar Mahan, and were grouped close to each other, mainly Wichita and Tejas, which had high degree of genetic similarity. In addition, they were quite close to Mahan since the degree of similarity was 0.833.

Grauke et al. (2003)Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380. used SSR and studied some pecan accessions, such as cultivars Wichita and Mahan, genetically. Both exhibited genetic similarity (0.63). The results found in the present study does not corroborate those observed by Grauke et al. (2003)Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380., since similarity was higher (0.833). High similarity between both cultivars was expected because Mahan is in the origin of Wichita.

Jia et al. (2011)Jia XD, Wang T, Zhai M, Li YR & Guo ZR (2011) Genetic Diversity and Identification of Chinese-Grown Pecan Using ISSR and SSR Markers. Molecules, 16:10078-10092. also observed the close grouping relationship of the cultivars Mahan and Wichita, which presented a genetic similarity of 0.86. Confirming this close genetic relationship between these two cultivars, as can also be observed in the present study.

The cultivar Cowley and the Selection Crioula showed the same molecular profile and formed a group whose genetic similarity was 0.667 in relation to Desirable. The Selection Crioula is a genotype that was selected by farmers and probably is a duplicate of ‘Cowley’, a further study, with the aid morphological descriptors can help to elucidate this.

Both cultivars, Apache and Shawnee, were classified into the same group. Both cultivars have an ancestral in common, the cultivar Schley. ‘Shawnee’, results from a cross between ‘Schley’ and ‘Barton’, is a cultivar that exhibits moderate yield, precocity and low tolerance to scabies. The cultivar Apache, which results from a cross between ‘Burkett’ and ‘Schley’, is more tolerant to this disease (Walker et al., 2016Walker C, Muniz MFB, Rolim JM, Martins RRO, Rosenthal VC, Maciel CG, Mezzomo R & Reiniger LRS (2016) Morphological and molecular characterization of Cladosporium cladosporioides species complex causing pecan tree leaf spot. Genetics and Molecular Research, 15:01-11.).

Subgroup IV-B exhibited high degree of genetic similarity (0.90) among genotypes. ‘Sioux’ and Selection M presented the same genetic profile, as well as ‘Melhorada’ and ‘Jackson’. These local selections may be duplicates of these cultivars. Both cultivars, Sioux and Jackson, also showed high similarity (0.91), it can be explained by the common ancestral that they share, since their female progenitor is ‘Schley’.

Silva et al. (2019)Silva CN, Faleiro FG, Oliveira JS, Junqueira NTV & Fonseca KG (2019) Variabilidade genética de progênies de maracujá maçã (Passiflora maliformis L.) usando marcadores RAPD e ISSR. Agrotrópica, 31:45-52. studied 22 plants selected from Passiflora maliformis L. and used RAPD and ISSR molecular markers to show variation among sweet calabash plants. Genetic similarity found by the authors ranged from 0.15 to 0.78. The study reported by this paper also found genetic differences among pecan accessions, whose similarity ranged from 0.125 to 1.0. Even though both crops are different, variations identified in the fruit trees are important. The difference found in a population, regardless of the species, is important, since it enables individuals to respond differently to environmental conditions as the result of their high genetic variation.

In order to compose the set of genotypes under evaluation, samples of the cultivar Barton were collected of distinct plant nurseries. High similarity was found among three of them; in Group III, it was 0.833. However, the sample identified as Barton 01 composed Subgroup IV-B, because it was very distant from the other three samples of this cultivar. The hypothesis that may explain the difference among the material – which should be closer – is that it was either switched for another sample or wrongly identified before commercialization or throughout propagation in the nursery. This result leads to the belief that the accession identified as Barton 01 does not belong to this cultivar.

Poletto et al. (2020)Poletto T, Poletto I, Silva LMM, Muniz MFB, Reiniger LRS, Richards N & Stefenon VM (2020) Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions. Scientia Horticulturae, 261:01-07. have recently studied morphometric, chemical and genetic aspects of pecan and found high genetic variation in the plants. Their study, which was based on AFLP markers, obtained 154 polymorphic fragments whose cophenetic coefficient was 0.84. Besides, the authors carried out morphometric evaluation of fruit, which also showed several differences in shape and size; as a result, fruit may aim at different markets.

Sharma & Sharma (2001)Sharma OC & Sharma SD (2001) Genetic divergence in seedling trees of Persian walnut (Juglans regia L.) for various metric nut and kernel characters in Himachal Pradesh. Scientia Horticulturae, 88:163-171. studied genetic divergence of Juglans regia L. plants and grouped them in 16 groups according to their characteristics. According to the authors, the difference among plants is often chosen as a requirement to conduct a good selection process. Ghanbari et al. (2019)Ghanbari A, Farajil M, Behnamian M, Estajil A, Pyrayesh A & Fahim S (2019) Genetic Diversity Evaluation of Some Walnut (Juglans regia L.) Genotypes in MeshkinShahr by ISSR Marker. Journal of Nuts, 10:01-08. also evaluated genetic difference among 31 European nut trees with the use of ISSR markers. In this case, they were classified into three large groups and 26 alleles; mean per locus was 7. Their results were different from the ones found by this study, but they showed differences among other species of fruit trees.

The most common cultivars in Brazilian orchards are ‘Barton’, ‘Melhorada’, ‘Imperial’, ‘Importada’, ‘Jackson’ and ‘Shawnee’ (Crosa et al., 2020Crosa CFR, de Marco R, Souza RS & Martins CR (2020) Tecnologia de produção de noz-pecã no sul do Brasil. Revista Científica Rural, 22:01-14.). Among them, there are some genetically very similar. For instance, ‘Melhorada’ is closer to ‘Jackson’, ‘Imperial’ and ‘Shawnee’, with 1.000, 0.667 and 0.538, respectively (Figure 1). Nevertheless, ‘Barton’ 03 and 04 exhibited high genetic divergence in this group of cultivars, since its values of genetic similarity were 0.250 (‘Melhorada’), 0.294 (‘Imperial’) and 0.333 (‘Jackson’).

Oliveira et al. (2021)Oliveira LO, Beise DC, Santos DD, Nagel JC, Poletto T, Poletto I & Stefenon VM (2021) Molecular markers in Carya illinoinensis (Juglandaceae): from genetic characterization to molecular breeding. The Journal of Horticultural Science and Biotechnology, 96:560-569. highlight different studies and advances in the technology used in the characterization or genetic identification in the pecan culture, along with the increased need to seek improvements in production aspects among other characteristics that influence nut production. The authors also noted a progress in recent years in relation to studies directed to the area of molecular biology in relation to culture.

Since Pecan crop introduction in Brazil, several selections were made in the nurseries, resulting in an important source of germplasm (Bilharva et al., 2018Bilharva MG, Martins CR, Hamann JJ, Fronza D, de Marco R & Malgarim MB (2018) Pecan: from Research to the Brazilian Reality. Journal of Experimental Agriculture International, 23:01-16.; Poletto et al., 2020Poletto T, Poletto I, Silva LMM, Muniz MFB, Reiniger LRS, Richards N & Stefenon VM (2020) Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions. Scientia Horticulturae, 261:01-07.). Our study shows that, although some of the selections analyzed were very similar to some cultivars, others are genetically distinct, showing a unique molecular profile, highlighting the importance of this genetic variability for the development of pecan crop in Brazil.

CONCLUSIONS

Pecan genotypes under evaluation exhibit high genetic variation.

Some potential duplicates were identified in germoplasm evaluated.

The SSR loci analyzed in this study are good markers for genetic identification pecan germplasm cultivated in Brazil.

Based on the loci under evaluation and the number of identified alleles, genotypes could be classified into four main groups.

ACKNOWLEDGEMENTS

The authors thank the Universidade Federal de Pelotas-UFPel for its support, the Embrapa Clima Temperado for its contribution, so that this study could be carried out, and the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES) for granting a scholarship.

REFERENCES

  • Bilharva MG, Martins CR, Hamann JJ, Fronza D, de Marco R & Malgarim MB (2018) Pecan: from Research to the Brazilian Reality. Journal of Experimental Agriculture International, 23:01-16.
  • Caixeta ET, Oliveira ACB, Brito GG & Sakiyama NS (2009) Tipos de marcadores moleculares. In: Borém A & Caixeta ET (Eds.) Marcadores moleculares. 2ª ed. Viçosa, Editora Jard. 532p.
  • Conner PJ & Wood BW (2001) Identification of Pecan Cultivars and Their Genetic Relatedness as Determine by Randomly Amplified Polymorphic DNA Analysis. Journal of the American Society for Horticultural Science, 126:474-480.
  • Crosa CFR, de Marco R, Souza RS & Martins CR (2020) Tecnologia de produção de noz-pecã no sul do Brasil. Revista Científica Rural, 22:01-14.
  • Ferreira ME & Grattapaglia D (1996) Introdução ao uso de marcadores moleculares em análise genética. Brasília, Embrapa. 220p.
  • Ferreira ME & Grattapaglia D (1998) Introdução ao uso de marcadores moleculares em análise genética. 2ª ed. Brasília, Embrapa. 220p.
  • Fronza D, Hamann JJ, Both V, Anese RO & Meyer EA (2018) Pecan cultivation: general aspects. Ciência Rural, 48:01-09.
  • Gatto DA, Haselein CR, Santini EJ, Durlo MA, Calegari LE & Stangerlin DM (2008) Características tecnológicas das madeiras de Luehea divaricata, Carya illinoinensis e Platanus x acerifolia quando submetidas ao vergamento. Ciência Florestal, 18:121-131.
  • Ghanbari A, Farajil M, Behnamian M, Estajil A, Pyrayesh A & Fahim S (2019) Genetic Diversity Evaluation of Some Walnut (Juglans regia L) Genotypes in MeshkinShahr by ISSR Marker. Journal of Nuts, 10:01-08.
  • Grauke LJ, Iqbal MJ, Reddy AS & Thompson TE (2003) Developing Microsatellite DNA Markers in Pecan. Journal of the American Society for Horticultural Science, 128:374-380.
  • Hamann JJ, Bilharva MG, Barros J, de Marco R & Martins CR (2018) Cultivares de nogueira-pecã no Brasil. Brasil, Embrapa Clima Temperado. 43p. (Documento, 478).
  • Jia XD, Wang T, Zhai M, Li YR & Guo ZR (2011) Genetic Diversity and Identification of Chinese-Grown Pecan Using ISSR and SSR Markers. Molecules, 16:10078-10092.
  • Librelon SS, Costa MR, Nietsched S & Pereira MCT (2013) Diversidade genética de clones de bananeira ‘Prata-anã’ (AAB) por meio de marcadores SSR. Revista Brasileira de Fruticultura, 35:809-817.
  • Mapa - Ministério da Agricultura e Pecuária (2020) Registro Nacional de Cultivares. Available at: <http://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php/>. Accessed on: September 7th, 2020.
    » http://sistemas.agricultura.gov.br/snpc/cultivarweb/cultivares_registradas.php/
  • Oliveira LO, Beise DC, Santos DD, Nagel JC, Poletto T, Poletto I & Stefenon VM (2021) Molecular markers in Carya illinoinensis (Juglandaceae): from genetic characterization to molecular breeding. The Journal of Horticultural Science and Biotechnology, 96:560-569.
  • Ortiz ERN & Camargo LEA (2005) Doenças da Nogueira Pecan. In: Kimati H, Amorim L, Bergamin Filho A, Camargo LEA & Rezende JAM (Eds.) Manual de fitopatologia: doenças das plantas cultivadas. 4ª ed. São Paulo, Agronômica Ceres. p.501-505.
  • Poletto T, Poletto I, Silva LMM, Muniz MFB, Reiniger LRS, Richards N & Stefenon VM (2020) Morphological, chemical and genetic analysis of southern Brazilian pecan (Carya illinoinensis) accessions. Scientia Horticulturae, 261:01-07.
  • Rohlf FJ (1998) NTSYS-Pc: Numerical taxonomy and multivariate analysis system. Version 2.0. New York, Applied Biostatistics.
  • Sharma OC & Sharma SD (2001) Genetic divergence in seedling trees of Persian walnut (Juglans regia L.) for various metric nut and kernel characters in Himachal Pradesh. Scientia Horticulturae, 88:163-171.
  • Silva CN, Faleiro FG, Oliveira JS, Junqueira NTV & Fonseca KG (2019) Variabilidade genética de progênies de maracujá maçã (Passiflora maliformis L.) usando marcadores RAPD e ISSR. Agrotrópica, 31:45-52.
  • Sparks D (1992) Pecan cultivars: the orchard’s foundation. Watkinsville, Pecan Productions Innovations. 446p.
  • Thompson TE & Romberg LD (1985) Inheritance of heterodichogamy in pecans. Journal of Heredity, 76:456-458.
  • Walker C, Muniz MFB, Rolim JM, Martins RRO, Rosenthal VC, Maciel CG, Mezzomo R & Reiniger LRS (2016) Morphological and molecular characterization of Cladosporium cladosporioides species complex causing pecan tree leaf spot. Genetics and Molecular Research, 15:01-11.
  • Wang JY, Zheng LS, Huang BZ, Liu WL & Wu YT (2010) Development, characterization, and variability analysis of microsatellites from a commercial cultivar of Musa acuminata. Genetic Resources and Crop Evolution, 57:553-563.
  • Wells L (2017a) Pecan America´s Native nut tree. Tuscaloosa, University of Alabama Press. 264p.
  • Wells L (2017b) Southeastern Pecan Grower’s Handbook. Athens, University of Georgia. 236p.

Publication Dates

  • Publication in this collection
    09 Oct 2023
  • Date of issue
    2023

History

  • Received
    23 June 2022
  • Accepted
    17 Feb 2023
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