1999. Revista Chapingo Serie Horticultura 5: 227-231.
THE USE OF MOLECULAR MARKERS IN
THE MANAGEMENT AND IMPROVEMENT OF AVOCADO (Persea
americana Mill.)
M. T. Clegg1; M. Kobayashi2 ;
J.-Z. Lin1
1Department
of Botany & Plant Sciences, University of California Riverside, California
92521; Fax (909) 787-4437; michael.clegg@ucr.edu
2Department of Plant and
Microbial Biology, University of California at Berkeley, Berkeley, California
94720
Molecular markers have become an important tool for the improvement and
management of agricultural crops. Genetic markers can be developed using a
number of different methods. We briefly discuss and compare several of these
methods. We then consider several recent applications of molecular markers for
avocado improvement. These applications range from simple problems of genotype
identification to measuring the frequency of cross pollination in avocado
groves in California to inferring the history of genealogical relationships
among avocado cultivars.
KEY WORDS: Outcrossing
estimation, RAPD, RFLP, microsatellites, genetic discrimination, geneological
relationships.
Management of the reproductive system is
central to the success of many crops. This is especially true for the
cultivated avocado (Persea americana
Mill.) where there is an absolute requirement for fertilization to initiate the
developmental process that ultimately leads to a mature fruit. Reproductive
success is a necessity for fruit yield in avocado, but does the pollen source
matter? Is cross fertilization versus self-fertilization important in
determining fruit yield in avocado? To address these questions it is necessary
to determine the exact pollen and ovule genotypes that were joined at the moment
of fertilization. In general, we can not observe the fertilization event
directly so we must resort to indirect techniques to infer the history of
fertilization after the fact. Genetic markers allow us to trace the pathways of
genetic transmission from parent to progeny because the inheritance of the
marker is known. Hence genetic markers allow us to retrospectively dissect the
fertilization process.
Genetic markers have long been employed to assist in the management and improvement of agricultural crops. The first source of markers was morphological variants that had simple Mendelian patterns of inheritance. Early in the 20th century the transmission of morphological markers was used to monitor seed purity and to establish parentage in particular crosses. Unfortunately morphological markers have several significant drawbacks. First, very few morphological markers are available to assist the breeder of most crops. Second, many morphological markers confer some phenotypic disadvantage and their transmission into cultivars may be undesirable. Finally, most morphological markers are recessive which greatly limits their utility.
In the 1960s the invention of the isozyme technique provided a rich new source of genetic markers (Tanksley and Orton, 1983). Isozymes had several major advantages for the crop geneticist: First, isozymes are codominant and therefore provide much more information about patterns of genetic transmission; second, different allozyme variants (allelic forms of isozymes) do not appear to confer any disadvantageous property on the crop plant (their transmission can be regarded as functionally neutral); and third, it was possible to develop from ten to twenty isozyme markers for most crop species without great difficulty. Despite these advantages the isozyme method is limited by relatively small numbers of potential marker loci and by modest levels of polymorphism.
Beginning in the early 1980s the rapid elaboration of molecular biology began to yield new sources of genetic markers. The first new source was RFLPs (Restriction Fragment Length Polymorphisms) followed by RAPDs (Random Amplified Polymorphic DNA) followed by microsatellites and AFLPs (Amplified Fragment Length Polymorphism). Each of these new methods represented an incremental improvement over previous methods. All of these DNA based methods can produce a virtually unlimited number of marker loci and it is this unlimited number of marker loci that makes these methods so powerful. The chief distinctions between these methods are whether the method is PCR (Polymerase Chain Reaction) based (as is the case with RAPDs, microsatellites, AFLPs) or based on Southern transfers (the case with RFLPs); whether the resulting markers are codominant (RFLPs, microsatellites, AFLPs) or recessive (RAPDs) and the cost of developing the marker reagents (e.g. primers for microsatellites, cloned fragments for RFLPs). Table 1 gives a comparison of the various methods in terms of these factors.
|
Table 1. Comparison between different molecular approaches
with regard to cost and genetic information content. |
|||
|
|
Microsatellite |
RAPD |
RFLP |
|
Technique |
PCR
based assay |
PCR
based assay |
Agarose
gel/filter based |
|
Amount
of DNA used |
Nanogram |
Nanogram |
Microgram |
|
Inheritance
of marker |
Codominant |
Dominant/Recessive |
Codominant |
|
Polymorphism |
Highly |
Moderately |
Moderately |
|
Development
Time/Cost |
High |
Low/moderate |
High |
|
Cost
per assay |
Relatively
low |
Relatively
low |
Relatively
high |
In this article we consider three case
studies of the use of molecular markers in avocado improvement. The first case
study involves the use of RFLP markers to distinguish among breeding lines. The
second case study involves the use of RAPD markers to measure outcrossing in
avocado orchards in southern California. The third case study involves the use
of RFLP markers to unravel genealogical relationships among avocado cultivars.
GENETIC
DISCRIMINATION AMONG BREEDING LINES
Persea schediana Nees is a close relative of the cultivated avocado and it is relatively
tolerant of avocado root rot disease (caused by the fungus Phytophthora
cinnamomi). In 1975 several seed were collected from a Guatemalan market
(Coffey, 1987). The seed were subsequently labeled as G755 A, B and C. G755A has been identified as P. schiedeana X P. americana hybrid through RFLP analysis (Furnier et al.,
1990) and G755 B and C are also thought to be of hybrid origin. The G755
materials proved promising as root rot tolerant root stock and came into
commercial use by the mid 1980s. Early workers
did not distinguish between the three G755 lines and they tended to be
used interchangeably. It was subsequently discovered that tolerance to root rot
varied among the G755 sources and we were asked to use molecular markers to
attempt to distinguish between these lines. Application of a battery of RFLP probes
to DNAs prepared from each of the three sources showed that each was
genetically distinct. Because each line could be associated with a unique
genotype it is now possible to identify each of the three root stock sources
based on a routine assay. This should assist future avocado breeders in
selecting only the most root rot tolerant sources for propagation
MEASUREMENT
OF OUTCROSSING RATES IN HASS AVOCADO ORCHARDS
Avocado has a complex breeding system that is
thought to be an adaptation to insure cross-pollination.
This breeding system is referred to as synchronously dichogamous and it
involves two flowering types (types A and B). The two floral types are
distinguished by the times of pollen dehiscence and stigma receptivity. These
times are complementary so that B type pollen is available to fertilize A type flowers and
conversely A type pollen is available to fertilize B type flowers ( Stout,
1923; Davenport, 1986).
The Hass cultivar (which is type A) is
typically grown in large monocultures in California. Because the ‘Hass’
genotype is clonally propagated through bud grafting these monocultures are
composed of a single scion genotype and the complementary B mating type is
unavailable as a source for pollination. In the past 15 years a slow decline in
‘Hass’ productivity has been observed in California. An important question is whether the reduced opportunity for
pollination has caused reduced fruit yields in California? To address this
question it is necessary to measure rates of cross-pollination (defined as
pollination by a genotype different from the maternal parent) using marker loci
and to correlate these rates with fruit yield. It is also desirable to ask
whether different B type pollen sources vary in their efficacy as pollinators
of ‘Hass’ maternal plants and whether cross-pollination frequencies depend on
climatic factors. Accordingly, Kobayashi et al. (2000) initiated a
series of experiments to measure these factors.
Fruit were collected from ‘Hass’ orchards
over four years in the coastal and inland climatic regions of California. When
comparing the average minimum temperature, maximum and mean temperatures during
avocado flower bloom, March to mid-May, (Arpaia, 1997) of the two climatic
regions, the coastal area is slightly cooler than the inland region. Precipitation in the coastal regions is
approximately 2 to 5 times the precipitation in the inland area. In total,
three inland groves in Riverside County were
chosen for each of the pollen sources (‘Bacon’, ‘Fuerte’, and ‘Zutano’). The
coastal region was represented by three groves in Ventura county each of which
contained the ‘Bacon’, ‘Fuerte’ and ‘Zutano’ pollen sources and one grove in
Santa Barbara county with two sites, one for ‘Bacon’ and one for ‘Fuerte’.
The sites selected for study all had a tree
(or trees) of ‘Bacon’, ‘Fuerte’ or ‘Zutano’ (type B pollen source) along the
edge row of the orchard that could to serve as a pollen donor. At each site, 20
fruit were collected from two trees at a distance of one, five and fifteen rows
from the potential pollen source. The number of total fruit on the six sample
trees was also counted.
DNA was isolated from each embryo of the
collected fruit using a modified DNA extraction procedure of Rawson et al.
(1982) as described in Kobayashi et al. (2000). The typical preparation
yielded between 2000 and 8000 nanograms of DNA suitable for PCR amplification.
Approximately 15 nanograms of DNA
was amplified as described in Kobayashi et al. (2000). More than 300
decamer primers (Operon Technologies, Alameda, CA) were screened against avocado DNAs to select primer pairs
that yielded reliable fragment patterns and that discriminated among Hass and
the three pollen sources. Five primers (OPC-2, OPC-7, OPE-12, OPE-13, OPE-18) produced
a band in Bacon that was absent in Fuerte, Zutano and Hass. One primer, OPD-11,
produced a band in Zutano that was absent in Bacon, Fuerte and Hass. Five
primers (OPC-18, OPE-13, OPE-14, OPF-11, OPG-7) produced a band in Fuerte that
was absent in Bacon, Zutano and Hass. The PCR products were electrophoresed in
1.7% agarose gel in TBE at 50 volts for 4 hours. The gel was stained in
ethidium bromide and photographed using UV fluorescence to reveal RAPD bands of
amplified DNA.
The Mendelian inheritance of each RAPD marker was verified by progeny
testing seed progeny of the cultivars of interest (Kobayashi et al., 2000). This also
established whether the cultivar was homozygous or heterozygous for each RAPD
marker. Based on this criterion RAPD marker OPD-16 was present and homozygous for ‘Bacon’ and
‘Zutano’ while no band was present in ‘Hass’ or ‘Fuerte’, indicating a
recessive homozygous genotype. The ‘Fuerte’ RAPD marker, OPE-14, was
heterozygous, indicating that the observed outcrossing rate for ‘Fuerte’ must be doubled to
account for all the outcrossing events. This RAPD band was absent in ‘Hass’,
‘Bacon’ and ‘Zutano’, indicating a recessive homozygous genotype.
Statistical
analysis
The data set analyzed in this experiment
derived from the RAPD assay of 2,393 individual fertilization events. Each
progeny was scored as either an outcross or as the result of
self-fertilization. Initial analysis indicated that outcrossing rate does did
not vary by years. The outcrossing rate averaged over four years, all pollen
sources, and all locations is was 0.371. A log-linear model for analysis of
variance for categorical variables (Bishop et al., 1974) was fitted to
the data combined over years, first with main effects and two-way interactions,
and then by adding more terms to the model. The fit of the data to the model
was tested by comparing the reduced model to the full model by a likelihood
ratio test using PROC CATMOD in SAS (SAS Institute Inc., 1989).
The relationship between outcrossing rate
and yield (number of fruit per tree) was examined for the three locations
(Riverside, Ventura and Santa Barbara counties) separately, where data for each
year were treated as independent data points to retain sufficient sample size
for each population. A Pearson correlation coefficient was calculated using
PROC CORR in SAS (SAS Institute Inc., 1989).
Maximum likelihood analysis of variance
showed that there were marginally significant effects of location and pollen
sources on outcrossing rate, while there was a highly significant effect of row
number on outcrossing rate. On average, outcrossing rate in the coastal regions
(Ventura and Santa Barbara) is was higher than in the inland region
(Riverside). Populations growing with the ‘Fuerte’ had the highest outcrossing rate while those growing with the
‘Bacon’ had the lowest outcrossing rate. A highly significant location x pollen
source interactive effect on outcrossing rate was also observed. The
interaction is explained by a change of ranks of outcrossing rate with pollen sources
‘Bacon’ and ‘Zutano’ between locations. The inland populations growing with
‘Bacon’ had a higher outcrossing rate than those growing with ‘Zutano’, whereas
the coastal populations growing with ‘Zutano’ had a higher outcrossing rate
than those growing with ‘Bacon’. The average outcrossing rate decreased as the
distance from pollen source increases increased from row 1 to row 15.
There was a marginally significant
positive correlation between outcrossing rate and yield at Ventura, while there
is was no significant correlation at Temecula and Santa Barbara. The proportion
of variation in yield attributable to outcrossing rate was rather small (R2=0.01 to 0.25, or 1 to 25%). We conclude that the
changes in outcrossing rates have a small effect on yield.
An important feature of the experimental
design was the ability to classify outcrosses by pollen source. This allowed an
assessment of the efficacy of three different cultivars as pollen sources. The
results clearly establish that ‘Fuerte’ is the most effective pollen source for
‘Hass’ maternal trees independent of climatic region. Accordingly, we recommend
‘Fuerte’ as a pollen source when it is deemed advantageous to have a mixed
planting.
GENEALOGICAL
RELATIONSHIPS AMONG AVOCADO CULTIVARS
Markers can also be employed to trace more complicated patterns of
genetic transmission that span many generations. It is of obvious interest to
determine the history of genetic relationships that connect different avocado
cultivars, because knowledge of these patterns is important in guiding breeding programs. To explore
this possibility, Davis et al. (1998) cloned a number of anonymous DNA
fragments from the avocado genome into a plasmid vector. These RFLP clones were
then applied to Southern transfers of DNA from a panel of avocado cultivars to determine whether useful
polymorphisms were associated with each RFLP pattern. The results indicated
that virtually every anonymous clone was associated with polymorphism when
applied to materials that represented the three races of avocado. These results suggest that cultivated
avocado possess a very diverse gene pool.
To study the genealogical history of
avocado cultivation RFLP patterns associated with fifteen anonymous clones were
analyzed for 38 avocado cultivars. Every cultivar was found to be genetically
distinct from every other cultivar based on one or more RFLP pattern. A measure
of genetic similarity was then calculated based on the fraction of genes in
common between pairs of cultivars. The resulting data were subjected to a
cluster analysis to determine the patterns of genetic similarity across
cultivars. These analyses (Figure 1) clearly
reveal three clusters that correspond to the three botanical races of avocado.
Two additional clusters are also revealed in the analysis and these appear to
represent cultivars that have an intervarietal hybrid origin. For instance, the
cultivar Hass is believed to be a Guatemalan x Mexican x Guatemalan backcross.
The genetic data appear to confirm this hypothesis because Hass falls into a
cluster that is between the Guatemalan and Mexican cultivars but closer to the
Guatemalan cluster
(Figure 1).
The ability to average across a number of
different nuclear loci provides a powerful means to assess the average genetic
contribution to each avocado cultivar. It is this averaging across loci and
across lineages that allows an accurate reconstruction of the genealogical
history of avocado breeding relationships. These data are of particular utility
because they can serve as a guide to future breeding program.
CONCLUSIONS
The examples presented in this article
illustrate the utility of genetic markers in avocado management and
improvement. It is obviously important to have a means to unambiguously
distinguish between genotypes. Similarly a detailed knowledge of the
genealogical relationships among cultivars and other breeding materials is of
substantial utility in guiding future breeding strategies. Genetic markers
provide the tools to determine these relationships.
The successful management of many crops
requires an ability to manage the system of pollination. In the case of avocado
fruit development is absolutely dependent on fertilization. The work discussed
in this article represents the most comprehensive effort to date to relate
success in cross-pollination to
pollen sources, climate and fruit yield. The data reveal that ‘Fuerte’ is the
most effective pollen source for ‘Hass’ maternal plants in California. The
correlation between yield and cross-pollination is weak and only a small proportion of the variance in yield can
be accounted for by changes in rates of cross-pollination. This casts doubt on
the value of interplanting type B pollen sources into California orchards.
Crop improvement has three fundamental objectives.
The first objective is to manipulate sexual crosses so as to combine desirable
genes from different lineages into a single lineage. The second objective is to
select desirable genotypes from the enormous combinations of genotypes produced
through sexual reproduction. And, the third objective is to maintain and
propagate those genotypic combinations deemed most useful by the breeder
(Clegg, 1985). Genetic markers provide valuable tools to assist in creating
desired genetic combinations, to assist in the identification and selection
desirable genotypes. Because of their great utility, genetic markers will
become standard tools for avocado improvement in the future.
This research was supported in part by the California
Avocado Commission.
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Figure 1.
Cluster analysis of average number of genes shared among pairs of cultivars.