Abstract
Fruit ethylene production genotypes for Md-ACS1 and Md-ACO1 were determined for 60 apple cultivars and 35 advanced breeding selections. Two alleles for each gene are commonly found in cultivated apple. Earlier studies showed that genotypes homozygous for the ACS1-2 allele produce less ethylene and have firmer fruit than ACS1-1/2 and ACS1-1/1 genotypes. ACO1 plays a minor role compared to ACS1, with homozygous ACO1-1 having lower ethylene production. In this study, ACS1-2 and ACO1-1 homozygotes had firmer fruit at harvest and after 60 days of 0–1°C cold storage compared to other genotypes. These genotypes, ACS1-2/2 and ACO1-1/1, were observed for the following 8 of 95 cultivars/selections: “Delblush”, “Fuji”, “Pacific Beauty”, “Sabina” and four breeding selections. Cultivars/selections that were homozygous ACS1-2 but not ACO1-1 were: “Ambrosia”, “Aurora Golden Gala”, “CrimsonCrisp”, “Gala”, “GoldRush”, “Huaguan”, “Pacific Rose, “Pacific Queen”, “Pinova”, “Sansa”, “Sonja”, “Sundance”, “Zestar”, and 17 breeding selections. Cultivars with the heterozygous ACS1-1/2 genotype were “Arlet”, “Braeburn”, “Cameo”, “Delicious”, “Delorgue”, “Empire”, “Enterprise”, “Ginger Gold”, “Golden Delicious”, “Granny Smith”, “Honeycrisp”, “Orin”, “Pink Lady”, “Silken”, “Suncrisp”, “Sundowner”, “Sunrise” and 11 breeding selections. No cultivars were detected homozygous for both ACS1-1 and ACO1-1, or for both ACS1-2 and ACO1-2. This study is the first large-scale allelic genotyping of both ethylene synthesis genes for a comprehensive set of apple breeding parents used in an ongoing breeding project. The data reported here are important for informative selection of parent combinations and marker-assisted selection of progeny for breeding low ethylene-producing apple cultivars for better storability and improved consumer acceptance.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
Introduction
Ethylene production rate in apple fruit significantly impacts apple fruit quality, specifically firmness and its retention, during and after storage. Fruit softening is an irreversible process of senescence and excessive softening of apple is undesirable because it results in short shelf life and lower sensory values (Abbott et al. 1984; Harker et al. 1997, Harker et al. 2002; Jaeger et al. 1998). Many environmental factors, horticultural practices, and storage regimes can modify fruit softening behavior; however, a strong genetic basis exists as firmness at harvest and/or after storage varies greatly among cultivars (Saftner et al. 2002; Johnston et al. 2002). The objective of many postharvest practices in the apple industry is to delay the ripening process including firmness loss to achieve a longer marketing period. Retention of desirable firmness after prolonged storage is one of the key requirements for new cultivars to provide year-round high-quality apples to consumers.
Ethylene regulates several physiological processes related to fruit ripening including changes in skin color, flesh texture, and synthesis of aromatic flavor compounds (Giovannoni 2004). Ethylene biosynthesis during apple fruit ripening is generally regarded as a primary factor leading to softening. Apple is a climacteric fruit, and ripening is characterized by an ethylene burst accompanied by an increase in respiration. The role of ethylene in apple ripening has been studied using ethylene action inhibitors and transgenic approaches. Antisense suppression of the key ethylene biosynthesis genes showed impacts on ripening related processes (Defilippi et al. 2005). Apples treated with the ethylene action inhibitor 1-methylcyclopropene (1-MCP) soften slowly and have reduced internal ethylene concentration relative to untreated fruit (Fan et al. 1999; Watkins et al. 2000; Defilippi et al. 2004). Suppression of the biosynthesis of this gaseous hormone is one of the mechanisms by which controlled atmospheres extend the storage life of apples (Gorney and Kader 1996).
The ethylene biosynthetic pathway was elucidated in the 1980s (Yang and Hoffman 1984). The first step in the ethylene biosynthesis pathway generates 1-aminocyclopropane-1-carboxylic acid (ACC) from S-adenosyl-l-methionine (SAM) by ACC synthase (ACS). The second step converts ACC to ethylene by the action of ACC oxidase (ACO). It is generally believed that the first step is the rate-limiting step for ethylene biosynthesis (Lau et al. 1986). Both ACS and ACO enzymes are encoded by multi-gene families in many plants (Barry et al. 2000; Bleecker and Kende 2000).
In the apple genome, there are at least four members in ACS gene family (Rosenfield et al. 1996; Harada et al. 1997) with Md-ACS1 as the predominant form expressed in ripening fruit tissues (Harada et al. 2000; Wakasa et al. 2006). Two allelic forms of Md-ACS1 are typically observed, i.e., Md-ACS1-1 and Md-ACS1-2 (Sunako et al. 1999). The three allelic combinations, ACS1-1/1, 1-1/2 and 1-2/2, generally confer high, medium, and low ethylene production, respectively (Sunako et al. 1999; Harada et al. 2000; Oraguzie et al. 2004; Costa et al. 2005). Similarly, Md-ACO1 is primarily expressed in fruit tissues among the Md-ACO gene family members (Wakasa et al. 2006). Md-ACO1 has been demonstrated to have a relatively minor, but clear and independent role in ethylene biosynthesis. For example, homozygosity for ACO1-1 further reduces ethylene level within a homozygous ACS1-2 background (Costa et al. 2005). In general, there is a close relationship among ethylene biosynthesis genotype, ethylene production and fruit storability or shelf-life (Harada et al. 2000; Oraguzie et al. 2004; Oraguzie et al. 2007; Costa et al. 2005). Fuji, with this desirable combination of homozygous ACS1-2/2 and homozygous ACO1-1/1, has acceptable firmness through 8 months storage at 0–4°C (Fan et al. 1999).
Deoxyribonucleic acid (DNA)-based molecular markers are currently being used in apple breeding programs, although most are associated with major disease resistance loci (Gardiner et al. 2007; Dirlewanger et al. 2004). Markers used in this study for ACS1 and ACO1 belong to the emerging category of molecular markers termed “functional” or “perfect markers”, which are derived from sequence variation of functionally analyzed genes (Andersen and Lübberstedt 2003; Varshney et al. 2005). As their allele effects are known, and they are developed “within or very close to” genes of interest, these markers are ideal for selection of desired genotypes. Integration of marker-assisted selection (MAS) in conventional apple breeding programs should significantly increase breeding efficiency as undesirable genotypes can be eliminated at the very early seedling stage. A means for early selection is particularly advantageous in perennial crops like apple because its fruit quality traits are not expressed during the long juvenile period.
Most fresh and processed apples are stored under various conditions before shipping and processing, to provide a continuous product supply. An apple cultivar with innate low ethylene production in fruit may not only offer better storability, and may also be less dependent on postharvest environments and/or ethylene inhibiting chemical treatments to extend the marketing period. Ethylene biosynthesis genotypes for most of the cultivars and selections used as parents in the Washington State University (WSU) apple breeding program have not been previously reported. Genotyping ethylene biosynthesis potential for elite breeding parents is important for the informed selection of parent combinations to produce cultivars with low ethylene production and better fruit storage quality. In this study, 95 cultivars and selections were genotyped for ethylene biosynthesis potential, using two co-dominant functional markers. The relationships between genotypes and their fruit firmness at harvest and after storage were analyzed. Our results support the practical utilization of these function markers in an apple scion breeding program to efficiently and accurately select ethylene biosynthesis genotypes for low ethylene production, better storability, and shelf life.
Materials and methods
DNA isolation, amplification of ACS1 and ACO1 alleles
Leaves from 95 cultivars and selections collected in the spring of 2006 were frozen in liquid nitrogen and stored at −80°C. Selections from the Washington State University breeding program have “WA” (Washington apple) designations that are randomly selected codes for actual selections. Genomic DNA was isolated according to Cullings (1992). Polymerase chain reactions (PCRs) were performed in a final mix of 25 μl containing 50 ng of template DNA, 0.25 mM of each deoxyribonucleotide triphosphate (dNTP), 1 mM MgCl2, 0.2 μM of each primer (forward and reverse), 2.5 μl 10 × PCR buffer and 1 U of Taq polymerase (New England Biolabs, Ipswich, MA). The thermal cycler (Techne TC-512, GMI, Ramsey, MN) performed the following thermal profile: 94°C for 2 min, 35 cycles of 94°C for 45 s, 58°C for ACS1 primers and 65°C for ACO1 primers for 45 s, 72°C for 2 min, followed by a final extension at 72°C for 7 min. The PCR products were separated on a 2% agarose gel. The sequence of the Md-ACS1 primers followed Harada et al. (2000), and the ACO1 primers by Costa et al. (2005).
The Md-ACS1 marker was developed based on detection of a transposon insertion, possibly the cause of lower gene expression, in the gene’s promoter region in the ACS1-2 allele. The size of ACS1-1 is 489 bp and Md-ACS1-2 is 655 bp (Sunako et al. 1999). Cultivars and selections that exhibited only one PCR fragment size were classified as homozygous: ACS1-2/2 if the fragment was 655 bp and Md-ACS1-1/1 if the fragment was 489 bp. Polymorphism of a 62-base pair indel in the third intron of Md-ACO1, possibly the cause of the low of transcription and translation efficiency, was used to generate the ACO marker (Costa et al. 2005). ACO1-1 and ACO1-2 have the fragment size of 525 and 587 bp, respectively (Costa et al. 2005). The examples of banding pattern for both markers are shown in Fig. 1.
Assessment of fruit firmness
Test fruits were harvested in the fall of 2006 near Wenatchee, WA. To standardize fruit maturity, unripe and overripe fruits were excluded based on starch pattern index. Fruits with a uniform external appearance and free of hail damage or other defects were included. Samples of 10 fruits per genotype and/or harvest date were collected. Five fruits were used to estimate firmness at the time of harvest and five fruits were placed in 0–1°C cold storage for 60 days and then evaluated for firmness. Fruit firmness was assessed using a Texture Technologies TA XT2 texture analyzer with an 11-mm diameter Magness Taylor probe. A standard t test was carried out using Microsoft Excel for analyzing fruit firmness difference among various ACS1 and ACO1 allelotypes.
Results
Of 60 cultivars/selections evaluated (excluding WA selections), 28 were homozygous ACS1-2/2, 27 were heterozygous ACS1-1/2, and five were homozygous ACS1-1/1 (Table 1). Of the 35 WA selections, 21 were homozygous ACS1-2/2, 11 were heterozygous ACS1-1/2, and three were homozygous ACS1-1/1. The skewed distribution away from ACS1-1/1 genotypes (those with higher ethylene production) reflects the criteria applied by breeders to develop firm, long-storing cultivars.
For ACO1, 13 of 95 cultivars/selections were homozygous ACO1-1/1, 76 were heterozygous ACO 1-1/2, and six were homozygous ACO1-2/2. The preponderance of heterozygotes is common for many apple traits (King et al. 2000). It appears that selection for fruit firmness has had little impact on increasing the frequency of low ethylene producing ACO1-1 homozygotes in apple breeding programs.
For 14 cultivars (“Braeburn”, “Delicious”, “Fuji”, “Gala”, “Golden Delicious”, “Hatsuaki”, “Orin”, “Pacific Beauty”, “Pacific Rose”, “Pacific Queen”, “Sansa”, “Shensu”, “Shinsekai”, “Silken”) the ACS1 genotypes reported by Harada et al. (2000), Oraguzie et al. (2004, 2007) and Costa et al. (2005) were confirmed. For “Granny Smith” our data (ACS1-1/2) agree with Harada et al. (2000), but not with Oraguzie et al. (2004). For ACO-1 our results confirm the genotypes for “Gala” (ACO1-1/2) and “Fuji” (ACO1-1/1-1) observed by Costa et al. (2005).
The ACS1 allelic genotypes of cultivars and selections were as expected in 47 of 49 cases when the parent genotypes were known (Table 1; Harada et al. 2000; Oraguzie et al. 2004; Oraguzie et al. 2007), e.g, eight cultivars/selections from the cross of Gala and Splendour, both ACS1-2/2, were all ACS1-2/2. Two exceptions were selections WA4 (Gala x Delblush) and WA35 (Fuji x Splendour). These selections were expected to be ACS1-2/2, but were observed to be ACS1-1/2 genotype. Errors in pollen contamination or incorrect parentage may explain the discrepancies. The ACO1 allelic genotypes of cultivars and selections were as expected in 37 cases with no exceptions when their parent genotypes were known (Table 1, Costa et al. 2005).
With few exceptions, ACS1-2/2 genotypes had firmer fruit than ACS1-1/2 genotypes for both freshly harvested fruit and fruit from 60 days of cold storage (Fig. 2). This observation was consistent over an 8-week range of harvest dates among different cultivars. Mean firmness at harvest and after 60 days of storage were significantly greater for ACS1-2/2 than for ACS1-1/2 (Table 2). Relatively higher firmness of ACS1-2/2 occurred with both ACO1-1/1 and ACO1-1/2. The loss of firmness during storage was greater for ACS1-1/2 compared to ACS1-2/2, but the difference was not always significant. Miller et al. (2004) evaluated fruit firmness at harvest for 18 cultivars genotyped in this study. None of the cultivars with ACS1-1/1 genotype had firm fruit, none of the cultivars with ACS1-2/2 genotype had soft fruit, and most of the ACS1-1/2 allelotypes had intermediate firmness.
The influence of ACO1 genotypes (ACO1-1/1 and ACO1-1/2) on fruit firmness was significant when combined with ACS1-2/2, but not with ACS1-1/2 (Table 2). ACO1-1/1 did not increase firmness when the fruit was already relatively soft due to the ACS1-1/2 allelotype.
Discussion
Genotypes for ethylene biosynthesis potential were determined for 60 cultivar/selections commonly used as parents in breeding programs internationally and 35 advanced selections (WA selections) that are also potential parents from the public breeding program at WSU. ACS1 had a much greater influence on fruit firmness than ACO1. The association between ACS1 and ACO1 allelotypes and observed firmness phenotypes at harvest and after storage supports the practical utilization of both ACS1 and ACO1 functional markers for selecting the progeny at the seedling stage with low ethylene production, firm fruit, and long storage potential.
In conventional apple breeding, the time between the initial cross and new cultivar release is typically 15 to 25 years due to the lengthy juvenile phase and time-consuming phenotypic evaluation. Moreover, due to a high level of heterozygosity, many valuable traits present in one parent are not expressed uniformly in the progeny (Kellerhals et al. 2000; King et al. 2000). Utilization of molecular markers allows a large portion of genotypically undesirable progenies, e.g., those with higher levels of ethylene production, to be eliminated at the early stage of the breeding process. Molecular breeding can also offer the potential of precise design for a cultivar with specific combinations of desirable traits for a target market.
To our knowledge, this is the first report of genotyping two ethylene biosynthesis genes for a comprehensive set of elite apple breeding parents. Traditionally, breeders select the parent combination based on experience with the cultivars and it can be difficult to recover a high proportion of desirable genetic combinations in progeny. The genotype data presented in this paper can be used for informative selection of breeding parent combinations and predict the ratio of desirable low ethylene production genotypes. Subsequently, undesirable genotypes from a segregating population can be eliminated using both markers at a very early stage during the breeding process. Given the fact that fruit firmness and storability are important traits for apple scion breeding, early elimination of unwanted soft-fruited seedlings may allow breeders to concentrate on other fruit quality traits in the remaining smaller population or may allow an increase in the size of the population to be evaluated.
The rate of softening (the difference in firmness during 60 days in storage) was not closely related to ACS1 and ACO1 allelotypes. This suggests that the rate of decrease in firmness is independent of initial firmness (influenced primarily by ACS1) and may be controlled by other genes. The stronger expression of a PG (polygalacturonase) encoding gene was observed to correspond with increased internal ethylene concentration during the early phases of softening for several apple cultivars (Atkinson et al. 1998). Ten apple cultivars with the same Md-ACS1-2/2 genotype showed different patterns of firmness loss, which correlate with Md-PG1 expression levels (Wakasa et al. 2006). This suggests a role of PG in modifying fruit firmness at low ethylene levels. Quantitative trait loci (QTL) analysis indicates that there are several major loci in the apple genome that contribute to observed variation in fruit flesh firmness (King et al. 2000; Seymour et al. 2002; Liebhard et al. 2003). Nevertheless, results from this and previous studies support the conclusion that genotypes of ethylene biosynthesis genes play a primary role in fruit ripening and therefore influence fruit firmness and fruit storability. Our results support the practical use in apple breeding of ACS1 and ACO1 markers in marker-assisted selection for firm apple fruit with improved storability and shelf life.
References
Abbott JA, Watada AE, Massie DR (1984) Sensory and instrument measurement of apple texture. J Am Soc Hortic Sci 109:221–228
Andersen JR, Lübberstedt T (2003) Functional markers in plants. Trends Plant Sci 8:554–560
Atkinson RG, Bolitho KM, Wright MA, Iturriagagoitia-Bueno T, Reid SJ, Ross GS (1998) Apple ACC-oxidase and polygalacturonase: ripening specific gene expression and promoter analysis in transgenic tomato. Plant Mol Biol 38:449–460
Barry CS, Llop-Tous MI, Grierson D (2000) The regulation of 1-aminocyclopropane-1-carboxylic acid synthase gene expression during the transition from system-1 to system-2 ethylene synthesis in tomato. Plant Physiol 123:979–986
Bleecker A, Kende H (2000) Ethylene: A gaseous signal molecule in plants. Annu Rev Cell Dev Biol 16:1–18
Costa F, Sara S, Van de Weg WE, Guerra W, Cecchinel M, Dallivina J, Koller B, Sansivini S (2005) Role of the genes Md-ACO1 and Md-ACS1 in ethylene production and shelf life of apple (Malus domestica Borkh). Euphytica 141:181–190
Cullings KW (1992) Design and testing of a plant-specific PCR primer for ecological and evolutionary studies. Mol Ecology 1:233–240
Defilippi BG, Dandekar AM, Kader AA (2004) Impact of suppression of ethylene action or biosynthesis on flavor metabolites in apple (Malus domestica Borkh) fruits. J Agric Food Chem 52:5694–5701
Defilippi BG, Dandekar AM, Kader AA (2005) Relationship of ethylene biosynthesis, to volatile production, related enzymes, and precursor availability in apple peel and flesh. J Agric Food Chem 53:3133–3141
Dirlewanger E, Graziano E, Joobeur T, Garriga-Caldere F, Cosson P, Howard W, Arus P (2004) Comparative mapping and marker-assisted selection in Rosaceae fruit crops. Proc Natl Acad Sci USA 101:9891–9896
Fan X, Blankenship SM, Mattheis JP (1999) 1-methylcyclopropene inhibits apple ripening. J Am Soc Hortic Sci 124:690–695
Gardiner SE, Bus VGM, Eusholme RL, Chagne D, Rikkerink EHA (2007) Chapter 1. Apple. In: Kole C (ed) Genome Mapping and Molecular Breeding in Plant, Vol. 4. Springer, Berlin Heidelberg New York
Giovannoni JJ (2004) Genetic regulation of fruit development and ripening. Plant Cell 16:S170–180
Gorney J, Kader A (1996) Controlled-atmosphere suppression of ACC syntheses and ACC oxidize in “Golden Delicious” apples during long-term cold storage. J Am Soc Hortic Sci 121:751–755
Harada T, Sunako T, Sakuraba W, Goto S, Senda M, Akada S, Niizeki M (1997) Genomic nucleotide sequence of a ripening related 1-aminocyclopropane-1-carboxylate synthase gene 1532 (Md-ACS-1) in apple (accession no. U89156) (PGR97-066). Plant Physiol 113:1465
Harada T, Sunako T, Wakasa Y, Soejima J, Satoh T, Niizeki M (2000) An allele of 1-aminocyclopropane-1-carboxylate synthase gene (Md-ACS1) accounts for the low ethylene production in climacteric fruits of some apple cultivars. Theor Appl Genet 101:742–746
Harker RR, Redgwell RJ, Hallett IC, Murray SH (1997) Texture of fresh fruit. Hortic Rev 20:121–224
Harker FR, Maindonald J, Murray SH, Gunson FA, Hallett IC, Walker SB (2002) Sensory interpretation of instrumental measurements 1: texture of apple fruit. Postharvest Biol Technol 24:225–239
Jaeger SR, Andani Z, Wakeling IN, MacFie HJH (1998) Consumer preference for fresh and aged apples: a cross-cultural comparison. Food Qual Prefer 9:355–366
Johnston JW, Hewett EW, Hertog MLATM (2002) Postharvest softening of apple (Malus domestica) fruit: A Review. N Z J Crop Hortic Sci 30:145–160
Kellerhals M, Dolega E, Dilworth E, Koller B, Gessler C (2000) Advances in marker-assisted apple breeding. Acta Hortic 583:535–540
King GJ, Maliepaard C, Lynn JR, Alston FH, Durel CE, Evans KM, Griffon B, Laurens F, Manganaris AG, Schrevens E, Tartarini S, Verhaegh J (2000) Quantitative genetic analysis and comparison of physical and sensory descriptors relating to fruit flesh firmness in apple (Malus pumila Mill.). Theor Appl Genet 100:1074–1084
Lau OL, Liu Y, Yang SF (1986) Effects of fruit detachment on ethylene biosynthesis and loss of flesh firmness, skin color, and starch in ripening on ‘Golden Delicious’ apples. J Am Hortic Sci 111:731–734
Liebhard R, Kellerhals M, Pfammatter W, Jermini M, Gessler C (2003) Mapping quantitative physiological traits in apple (Malus × domestica Borkh.). Plant Mol Biol 52:511–526
Miller S, McNew R, Belding R, Berkett L, Brown S, Clements J, Cline J, Cowgill W, Crassweller R, Garcia E, Greene D, Hampson C, Merwin I, Moran R, Roper T, Schupp J, Stover E (2004) Performance of apple cultivars in the 1995 NE-183 regional project planting: II. fruit quality characteristics. J Am Pomol Soc 58:65–77
Oraguzie NC, Iwanami H, Soejima J, Harada T, Hall A (2004) Inheritance of Md-ACS1 gene and its relationship to fruit softening in apple (Malus × domestica Borkh.). Theor Appl Genet 108:1526–1533
Oraguzie NC, Volz RK, Whitworth CJ, Bassett HCM, Hall AJ, Gardiner SE (2007) Influence of Md-ACS1 allelotype and harvest season within an apple germplasm collection on fruit softening during cold air storage. Postharvest Biol Technol 44:212–219
Rosenfield CL, Kiss E, Hrazdina G (1996) Md-ACS-2 (accession no. U73815) and Md-ACS-3 (accession no. U73816): two new 1-aminocyclopropane-1-carboxylate synthases in ripening apple fruit (PGR96-122). Plant Physiol 112:1735
Saftner RA, Abbott JA, Conway WS, Barden CL, Vinyard BT (2002) Instrumental and sensory quality characteristics of ‘Gala’ apples in response to prestorage heat, controlled atmosphere and air storage. J Am Soc Hortic Sci 127:1006–1012
Seymour G, Manning K, Eriksson E, Popovich A, King G (2002) Genetic identification and genomic organization of factors affecting fruit texture. J Exp Bot 53:2065–2071
Sunako T, Sakuraba W, Senda M, Akada S, Ishikawa R, Niizeki M, Harada T (1999) An allele of the ripening-specific 1-aminocyclopropane-1-carboxylic acid synthase gene (ACS1) in apple fruit with a long storage life. Plant Physiol 119:1297–304
Varshney RK, Graner A, Sorrells ME (2005) Genomics-assisted breeding for crop improvement. Trends in Plant Science 10:621–630
Wakasa Y, Kudo H, Ishikawa R, Akada S, Senda M, Niizeki M, Harada T (2006) Low expression of an endopolygalacturonase gene in apple fruit with long-term storage potential. Postharvest Biol Technol 39:193–198
Watkins CB, Nock JF, Whitaker BD (2000) Response of early, mid and late season apple cultivars to postharvest application of 1-methylcyclopropene under air and controlled atmosphere storage conditions. Postharvest Biol Technol 19:17–32
Yang SF, Hoffman NE (1984) Ethylene biosynthesis and its regulation in higher plants. Annu Rev Plant Physiol 35:155–189
Acknowledgments
The authors gratefully thank Cameron Peace, Amit Dhingra, Fred Bliss, Eric Van de Weg, James McFerson and James Mattheis for their helpful comments. We wish to thank Mallela Magana, Mark Dilley and Bonnie Konishi for their contribution in tissue collection, DNA extraction, PCR amplification, and fruit firmness evaluation.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by A. Abbott
Rights and permissions
About this article
Cite this article
Zhu, Y., Barritt, B.H. Md-ACS1 and Md-ACO1 genotyping of apple (Malus x domestica Borkh.) breeding parents and suitability for marker-assisted selection. Tree Genetics & Genomes 4, 555–562 (2008). https://doi.org/10.1007/s11295-007-0131-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11295-007-0131-z