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Article

A Glimpse into the Genetic Heritage of the Olive Tree in Malta

by
Monica Marilena Miazzi
1,*,
Antonella Pasqualone
1,
Marion Zammit-Mangion
2,
Michele Antonio Savoia
1,
Valentina Fanelli
1,
Silvia Procino
1,3,
Susanna Gadaleta
1,
Francesco Luigi Aurelio
1 and
Cinzia Montemurro
1,4,5
1
Department of Soil, Plant and Food Sciences (DiSSPA), University of Bari Aldo Moro, 70126 Bari, Italy
2
Department of Physiology and Biochemistry, University of Malta, MSD 2080 Msida, Malta
3
Institute of Biosciences and Bioresources (CNR-IBBR), 70126 Bari, Italy
4
SINAGRI S.r.l.—Spin Off of University of Bari Aldo Moro, 70126 Bari, Italy
5
Support Unit Bari, Institute for Sustainable Plant Protection, National Research Council of Italy (CNR), 70125 Bari, Italy
*
Author to whom correspondence should be addressed.
Agriculture 2024, 14(3), 495; https://doi.org/10.3390/agriculture14030495
Submission received: 7 February 2024 / Revised: 27 February 2024 / Accepted: 15 March 2024 / Published: 18 March 2024
(This article belongs to the Topic Mediterranean Biodiversity)

Abstract

:
The genetic diversity of the ancient autochthonous olive trees on the Maltese islands and the relationship with the wild forms growing in marginal areas of the island (57 samples), as well as with the most widespread cultivars in the Mediterranean region (150 references), were investigated by genetic analysis with 10 SSR markers. The analysis revealed a high genetic diversity of Maltese germplasm, totaling 84 alleles and a Shannon information index (I) of 1.08. All samples from the upper and the lower part of the crown of the Bidni trees belonged to the same genotype, suggesting that there was no secondary top-grafting of the branches. The Bidni trees showed close relationships with the local wild germplasm, suggesting that the oleaster population played a role in the selection of the Bidni variety. Genetic similarities were also found between Maltese cultivars and several Italian varieties including accessions putatively resistant to the bacterium Xylella fastidiosa, which has recently emerged in the Apulia region (Italy) and has caused severe epidemics on olive trees over the last decade.

1. Introduction

The olive tree (Olea europaea L.) is a typical Mediterranean oil plant that is of great socio-economic importance in many countries. In Malta, its cultivation, although older, flourished especially in the 15th century, when many olive trees were planted in the best areas, and towns were named after the olive groves surrounding them. At that time, large quantities of olive oil were exported every year, so much so that Malta was called the “caricator d’olio” or “oil exporter” [1]. Some Maltese villages still bear names that are clearly reminiscent of the olive cultivation that was traditionally practiced in this area. For instance, the name Żebbuġ, a town in the central part of the island, is derived from the Maltese word “żebbuġa”, which means “olive”. A very similar word is the Tunisian Arabic “zabbūz”, which means “old olive tree that no longer bears olives and is mainly used for wood”. However, the standard Arabic word for “olive” and “olive tree”, namely “zaytun”, has been largely preserved in the name of a town in southeast Malta, namely Żejtun, as the Maltese historian and archaeologist Giovanni Francesco Abela, Vice-Chancellor of the Order of the Knights of the Hospital of Saint John of Jerusalem, found out in the 17th-century book entitled Della descrittione di Malta, isola nel Mare Siciliano con le sue antichità, ed altre notitie [2]. Abela pointed out that olive cultivation and oil production were very common in the Żejtun area: “This area used to be very green and was cultivated with many olive trees. Therefore, it still deserves the name Zeytun, which means olives, and a large amount of olive oil was traditionally produced there”.
Olive trees were not only cultivated but also grew wild or semi-wild in the valleys and vineyards of the Maltese islands. In the 19th century, however, the strong demand for cotton from Spain led to many olive groves being replaced by cotton fields. As a result, oil production ceased, and the remaining olive groves were only used to supply olives for pickling [1]. After this period of decline and the events of the war, interest in olive cultivation in Malta revived, leading to an intensification of research into the identification and restoration of the autochthonous Maltese olive germplasm [3,4]. Despite the strong introduction of foreign varieties, Malta still preserves a peculiar local germplasm. This includes the high-yielding Malti variety, which is tolerant to abiotic and biotic stress factors and was already characterized by quite large and robust trees at the beginning of the 20th century [1]. Another important local olive variety is the vigorous Bidni (or Bitni) variety from the nearby town of Bidnija, where some colossal trees are still preserved as remnants of a large old plantation from the Middle Ages [3,5,6]. The third variety typical of Malta is the white Bajda olive, which is prized as a table olive. It was probably introduced by the Knights of Malta and rediscovered in 2010 on a property owned by the Knights [7,8]. These varieties have been described for their biochemical and agronomic profiles [4,9], and a few studies have analyzed them at the genetic level [3,4,10]. Valeri et al. (2022) [3] discovered 46 unique Maltese genotypes, finding that almost 30% of trees were grafted and, in some cases, rootstocks presented unique profiles. Nevertheless, further genetic studies on Maltese olive germplasm are needed to study its genetic relationships to include the wild germplasm of the islands as well as germplasm of foreign origin. Although strategies based on single nucleotide polymorphism (SNP) are very efficient in crop genotyping and traceability [11,12,13,14], Simple Sequence Repeats (SSRs) are still a valuable and more economical tool for studying the highly heterozygous species olive, compared to SNPs [15,16,17,18,19].
The recent renewed interest in the Maltese olive oil sector contrasts with the few genetic studies that have been carried out on local varieties [5]. Knowing and protecting the Maltese olive germplasm and answering basic questions about its origin and whether this germplasm has an affinity with other germplasm would help to value this heritage. Using a consolidated set of highly polymorphic SSR markers, the genetic diversity of indigenous Maltese cultivars and their relationships with the wild germplasm still present in the peripheral areas of the islands were analyzed. The focus was on trees from the medieval orchard of Bidni on the island of Malta, where double sampling was carried out from the crown and base of the trees to determine whether they had been secondarily grafted. A comparison was made with the genetic profile of 150 other varieties from the Mediterranean region to determine their relationships with Maltese germplasm.

2. Materials and Methods

2.1. Plant Material

A total of 57 olive samples both cultivated and wild (Olea europaea L. subsp. europaea var. europaea and var. sylvestris) were selected from small populations or isolated trees on the Maltese archipelago islands of Malta, Gozo, and Comino (Table 1). As illustrated in Figure 1, the trees were found in the locations of Bidnija, Mellieħa, Żebbuġ, Rabat, San Martin, Lija, and Wied Qirda Valley, the latter being located between Żebbuġ, Qormi, Siġġiewi, and Luqa. An old olive grove that dates back to the Middle Ages [2], located in the Bidnija area on Malta Island was sampled by collecting randomly young leaves, taking them from both the upper part (samples named B1–B12 in Table 1) and the lower part of the crown (samples named G1–G12 in Table 1) three feet above the ground and analyzed separately. Seven samples (coded “K”, Table 1) were collected from neglected rainfed trees growing on difficult soils in an abandoned private old garden in the Mellieħa area.

2.2. DNA Extraction

Young leaves were collected and immediately frozen. For each sample, genomic DNA was extracted from three lyophilized young leaves which were finely ground in a Tissue-lyser and following the protocol of Spadoni et al. (2019) [20]. DNA quality and concentration were assessed and checked by 0.8% agarose gel electrophoresis and a NanoDrop TM ND2000c spectrophotometer (Thermo Scientific, Waltham, MA, USA). The extracted DNA was transferred to a 96-well plate and was normalized to a standard concentration of 50 ng/µL using a 0.1 × TE buffer (10 mM Tris-HCl pH 8.0 and 1 mM EDTA. DNA was stored at −20 °C until used.

2.3. Olive Genotyping

Genotyping of the 57 olive samples was performed using a set of 10 SSR markers highly informative for the study of genetic variability in olive and producing clear polymorphic amplicons in PCR reactions [21,22,23] (Table 2).
Amplifications were carried out in a final volume of 12.5 µL containing 1× Dream Taq buffer, 0.15 mM dNTP, 0.25 μM primer mix, 0.3 U Dream Taq, and 50 ng genomic DNA following the protocol of Spadoni et al. (2019) [20]. In order to verify PCR efficiency, PCR products for each of the 10 SSR markers were randomly checked by electrophoresis on 2.5% SeaKem LE Agarose gel (Lonza, Visp, Switzerland). Amplicons were detected using the ABI PRISM 3100 Avant Genetic Analyzer automatic capillary sequencer (Applied Biosystems, Waltham, MA, USA) with the GeneScan Liz 600 dye as the internal molecular size standard (Applied Biosystems, USA). The allele size of each amplification product was estimated using GeneMapper v.5.0 software (Applied Biosystems, Foster City, CA, USA).

2.4. References for Comparison

To investigate the relationships of the 57 Maltese olive samples genotyped by SSRs with other Mediterranean germplasm, their genetic profiles were compared with the allelic profiles of 150 olive reference varieties representative of the Mediterranean cultivation area available at the databank of the DISSPA-UNIBA University (Bari, Italy). The collection included: Albania (ALB, 6), Algeria (ALG, 11), France (FR, 7), Greece (GR, 9), Italy (I, 63), Malta (4), Syria and Kurdistan (SY, 12), Spain/Portugal (SP, 12), Tunisia (TU, 13), and Lebanon (LE, 13). The Italian subset included 7 autochthonous Apulian genotypes selected as showing tolerance to the bacterium X. fastidiosa [24].

2.5. Data Analysis

2.5.1. Genetic Diversity

SSR markers with clear and distinct molecular patterns were used to estimate genetic indices using GenAlEx v.6.5 software [25]. The indices were the number of alleles (Na), the effective number of alleles (Ne), Shannon’s information index (I), the observed (Ho) and expected (He) heterozygosity, and the fixation index (F). A Nei’s unbiased genetic distance pairwise population matrix was obtained and used to determine the inter-individual relationship and verify if the molecular data supported the partitioning of the olive samples into specific groups, by performing a principal coordinates analysis (PCoA) [26]. The software GenAlEx v. 6.5 was also used to perform the Lynch and Ritland pairwise relatedness (LRM) analysis [27] which allows for the verification of the degree of allelic similarity between genotypes and the identification of synonyms.

2.5.2. Genetic Relationships and Population Structure

The genetic relationships of the Maltese varieties and 150 Mediterranean olive cultivars were estimated by a principal coordinate analysis (PCoA) performed with GenAlEx based on the Nei’s pairwise unbiased genetic distance matrix. In addition, an unweighted neighbor-joining tree was constructed using the software DARWIN v. 6.0.010 (http://darwin.cirad.fr) [28]. The robustness of the branches was tested with 1000 replicates [29] and the tree was displayed with FigTree 2016-10-04-v1.4.3 available at http://tree.bio.ed.ac.uk/software/figtree/.
The genetic structure of the population was assessed using the Bayesian clustering method implemented in the software STRUCTURE v. 2.3.4 [30]. This assigned accessions to populations (K) based on the Markov Chain Monte Carlo (MCMC) algorithm, with ten independent runs for each K (from 1 to 10) and using 100,000 MCMC repetitions and 10,000 burn-in periods. The results obtained were analyzed using Structure Harvester software [31] based on an ad hoc statistic dK test [32]. Accessions with a membership coefficient [qi) higher than 0.7 were assigned to defined populations; otherwise, they were considered to be of admixed ancestry.

3. Results

3.1. Genetic Relationships and Genetic Diversity of Maltese Genotypes

SSR fingerprinting of the Maltese genotypes resulted in clear allele profiles for all samples which were used to study the genetic relationships among them. The neighbor-joining dendrogram divided the 57 Maltese varieties into two clusters, A and B (Figure 2). Cluster A comprised all the Bidni samples obtained from the upper (samples B1–B12) and lower (G1–G19) parts of the crown, indicating that they were the same genotype. Cluster A also included several of the wildtype samples such as the w.t. 13 (from Gozo), w.t. 16 (from St Martin), w.t. 19, w.t. 20 (from Comino), and w.t. 24 (from Żebbuġ), as well as three cultivars, Malti 23 and Malti 26, and sample 14 from the locality of Mellieħa Xaghri. Cluster B included the samples K1/K4–K7 which were shown to be synonymous with sample Malti 27 (from Lija), and closely related to sample Malti 25 (from Koronja-Rabat). The same cluster included the wildtypes 21 and 22, the cultivars cv. 15 (Mellieħa) and 18 (Comino), and, at some distance, the samples Malti 28-29-30 with samples K3 and St Martin cultivar 17. Sample G20 was probably a misnomer with sample K2 in cluster A. According to these results, only one sample from each group of synonymies was retained, reducing the samples for further analyses to a total of 20.

3.2. Genetic Diversity of Maltese Genotypes

The genetic diversity indices of the Maltese samples expressed a total of 84 alleles (7.6 alleles/locus) with a 2.98 mean number of effective alleles (Ne) and a Shannon information index (I) of 1.08. The observed (Ho) heterozygosity averaged 0.77, the expected heterozygosity (He) averaged 0.65, and the mean inbreeding coefficient F was −0.167 (Table 3).

3.3. Genetic Relationships of the Maltese Germplasm with the Mediterranean Germplasm

To analyze the relationships of Maltese olives with other Mediterranean germplasm, their molecular profiles were compared with the profiles of 150 olive varieties from 10 different Mediterranean countries. The pairwise relatedness analysis LRM made it possible to exclude an identity of the Maltese varieties with other germplasm but showed a high similarity between sample 1 from the Bidnija olive grove and cultivar 14 from Mellieħa-Xaghri (Table 4). Five synonymous pairs were also identified: Grossanne/Sigoise_2, Olivo_di_Berat/Konservolia, Androcarpos/Gordal_Sevillana, Aayrouni/Soury_2, and the misnomer, Lebanese_Taggiasca, which was instead Karidolia; only one sample of each pair was retained for further analyses.
The estimation of genetic indices highlighted a rich diversity in the whole collection, with a total of 637 alleles and 402 effective alleles, in particular in Italian and Maltese populations, which showed the highest allele numbers (11.9 and 10.4, respectively) and Shannon’s information index (I) (1.881 and 1.922, respectively) (Table 5). The observed heterozygosity (Ho) fell between between 0.531 (Tunisia) and 0.843 (Greece), whereas the expected heterozygosity was highest in the Maltese population (0.801) which also showed a slight inbreeding.
The genetic structure of the entire Mediterranean collection, including the Maltese samples, was analyzed using the non-parametric alternative PCoA analysis performed on Nei’s unbiased genetic distance matrix. The PCoA plot (Figure 3) based on the first two components (PC1 and PC2) clustered most of the Maltese samples with the Italian varieties and far away from the Spanish ones, while Tunisian, Syrian, and Algerian samples clustered together and fell in different quadrants.
These results were confirmed by the hierarchical clustering of the entire collection (Figure 4). The dendrogram formed three clusters, with cluster C1 (yellow) including most Tunisian (TUN) and Apulian (PU) varieties, and cluster C2 (green) including most Algerian (ALG) and Syrian (SYR) as well as several Sicilian varieties such as Nerva, Calatina, Vaddarica, Erbano, Carbucia, Natisana, the Spanish Gordales, and three Maltese samples, Malti Lija, Santaton 1, Santaton 2, and Leucocarpa (Bajda).
Cluster C3 formed two subclusters, C3-A and C3-B. The large subcluster, C3-A (white), included the Maltese samples K3, cv. 17, and Malti 28, 29, and 30 together with varieties from different countries (Kurdistan, Spain, France, Greece, and Lebanon) characterized by medium-sized drupes. Most Maltese varieties were collected in subcluster C3-B (blue), together with most Italian varieties from the regions Apulia (PU), Tuscany (TO), Basilicata (BA), Calabria (CA), Abruzzo (AB), and Sardinia (SA). In particular, the sample Bidnja_old_Olive_grove 1, representative of the Bidnia variety, clustered with four wildtype samples (w.t. 13, 16, 19, and 20) and with the cultivated cv. 14 of Mellieħa Xaghri and Malti cv. 23. Interestingly, the subcluster C3-B also included the nine Italian genotypes currently under investigation in Italy (genotypes PR; light blue) as they are presumably resistant to the bacterium Xylella fastidiosa which is responsible for olive quick decline syndrome (OQDS) affecting olives in Apulia. Another group of Maltese cultivars, including the samples cv. 15 and cv. 25, as well as the wildtype w.t. 21 and w.t. 22 (from Comino), were clustered with the Italian varieties Calipa, Provenzale, and Spina, and the Albanian varieties White of Tirana and Mixan.

3.4. Population Structure

The genetic structure of the olive germplasm under study was also investigated using the parametric model implemented by STRUCTURE [29]. According to Evanno’s ΔK test, two ancestral subpopulations (K = 2) were assumed to best fit genetic data from the germplasm under study (Figure 5) and accessions with a membership coefficient (qi) higher than 0.7 were assigned to the two ancestries.
With few exceptions, the K1 ancestry was predominant in the germplasm from the eastern Mediterranean including Lebanon, Greece, and Italy, while the K2 ancestry was predominant in the Maltese germplasm, including the cultivated Bidni, Malti, and Bajda and the wildtype samples, together with several Italian varieties (Figure 6).

4. Discussion

Archeological finds prove the presence of olive trees in Malta since Roman times, although cultivation was probably first introduced by the Phoenicians and intensified by the Romans [3]. Although the Maltese archipelago offers optimal geo-climatic conditions for olive cultivation, the olive oil sector in Malta is now secondary and has only recently experienced a resurgence that has led to programs to restore the ancient olive germplasm. Only a few autochthonous varieties such as “Bidni”, “Malti”, and the white-fruited “Bajda” (Leucocarpa variety), which are probably among the oldest varieties cultivated on the island, have survived in Malta. Malta also preserves wild genotypes that could be genetically related to the cultivated germplasm, due to the gene flow that is expected in areas where the two botanical varieties share a common environment.
Recently, Mazzitelli et al. [5] pointed out that indigenous Maltese varieties are characterized by a specific gene pool that distinguishes them from imported varieties, supporting the idea of local differentiation and limited genetic exchange with other germplasms. The goal of this study was to verify this observation and to extend the investigation to the genetic relatedness of the Maltese germplasm with the wild local germplasm and with other Mediterranean germplasm, in order to shed light on the possible origin of this gene pool.
The genotyping carried out with 10 polymorphic SSRs confirmed that all samples from the medieval olive grove in the northwest of the island of Malta belonged to the Bidni variety. The only exception was sample G20 which was very similar to the Malti variety and was probably confused with sample K2, which instead belonged to the Bidni variety. The study also focused on verifying whether the old Bidni trees had been secondarily grafted. According to Valeri et al. [3], Bidni trees are basally grafted onto rootstocks, confirming the practice of grafting the better-performing genotypes onto wild rootstock, common in the whole Mediterranean region, and also on the island of Malta [33]. Our study showed that the upper and lower parts of the Bidni trees belong to a single genotype, suggesting that there was no secondary top-grafting of the branches. Moreover, our results confirmed a high similarity between the old Bidni variety and the local wild and cultivated genotypes included in the analysis, suggesting that the oleaster population played a role in the selection of the cultivar Bidni, as well as other local varieties. This is in accord with [2,3] which showed that both rootstock and scion genotypes belong to the genetic lineage E2, which is considered endemic to the central Mediterranean region and a remnant of a rich wild olive gene pool [34].
The genetic analysis of the Maltese germplasm with 150 olive varieties from 10 other Mediterranean countries resulted in high values of genetic indices for the Maltese germplasm, confirming the genetic richness and value of Maltese olives. This could be due to the wild and feral forms included in the analyzed collection, although the Maltese germplasm also showed a common genetic basis with the Italian varieties. Indeed, both the neighbor-joining dendrogram and the PCoA analyses pointed out that the Bidni cultivars share a genetic background with Leccino and other varieties closely related to this Italian germplasm. This is consistent with the results of Farrugia et al. [35], who found, by using Agglomerative Hierarchical Clustering analysis (AHC), the close relationship of cv. Bidni with the Italian varieties Pendolino and Leccino, and of cv. Malti with Frantoio and Ottobratica. The Bidni variety has also been found to be related to the main indigenous Albanian olive variety Kalinjot [36,37], and to the Lebanese variety Del, which raises an interesting question about the origin of the relationships among all these varieties. Human migrations and trade exchanges have played a key role in determining the current pattern of olive germplasm dispersal in the Mediterranean region. The olive is thought to have originated in the Syria/Turkey region about 5000 years ago, from where it spread westwards [38]. This is confirmed by the discovery of three main gene pools in the western (namely Q1), central (Q2), and eastern (Q3) Mediterranean [39,40]. Di Rienzo et al. [10] described the olive dispersal from Syria to Greece, followed by a secondary migration to Italy and Malta. Our results are consistent with these studies, but further studies on larger collections will be necessary to better clarify the origin of the Maltese germplasm.
The Maltese samples from the Mediterranean collection, including Malti Lija, Santaton 1, Santaton 2, and Bajda clustered with Algerian, Syrian, and Sicilian varieties, suggesting an influence of Arabic culture on the distribution of their common gene pool. Another group, which included the cultivated varieties K3, cv. 17, Malti 28, Malti 29, and Malti 30, clustered, instead, with the Spanish and Lebanese varieties, including the very popular polyclonal Baladi variety [41]. This cluster also appeared to be related to the medium/large size of the drupes, including varieties of different origins (Spain, Greece, Italy, etc.) grown for table olive production. Fruit size is a trait with high heritability [42,43], one of the most important domestication traits [44,45], and a target of modern olive breeding programs [46,47]. It will be interesting to further study the common genetic background of the cluster to identify genetic determinants associated with fruit size [48]. Finally, an interesting relationship was revealed between the cv. Bidni with the Italian variety FS17 and other Italian selections identified as resistant to the bacterium X. fastidiosa which has been destroying olive cultivation in Apulia since 2013 [49]. The Bidni variety is also of great interest for other agronomical and economical/nutritional traits such as vigor, good oil yield, high polyphenol content [50], and resistance to the olive fly and Verticillum wilt disease [1]. The genetic relationship with the Italian genotypes resistant to X. fastidiosa makes the variety Bidni an interesting candidate whose profile of resistance should be further investigated in order to expand the range of varieties suitable for converting infected olive orchards into resilient areas and for the conservation of olive tree biodiversity.

5. Conclusions

The recently renewed interest, which is also economical, in the Maltese olive oil sector contrasts with the scarcity of genetic studies carried out on local cultivars (Mazzitelli et al., 2015) [5]. Basic questions relating to the migratory movements from which Maltese olive germplasm originate and whether this olive germplasm shows a closed gene pool or an affinity with other Mediterranean countries are still valid (Mousavi et al., 2017; Besnard et al., 2018) [17,45]. In this study, the genetic relationships of Maltese varieties with the wild local germplasm and other Mediterranean cultivars were investigated in order to contribute to the knowledge of the genetic differentiation of olive germplasm in the Mediterranean region. The study confirmed that Maltese germplasm preserves a great genetic diversity which could be due to the introgression of gene pools from wild local germplasm. Strong relationships were also found with the Italian germplasm, and of particular interest were the relationships of the Maltese germplasm with the Italian genotypes which are characterized by resistance to X. fastidiosa. This observation opens the possibility of studying the Maltese germplasm as a possible source of resistance to the bacterium in order to increase the number of available accessions, restore olive cultivation in the infected areas, and contain the spread of the pathogen.

Author Contributions

Conceptualization, M.M.M., C.M., M.Z.-M. and A.P.; formal analysis, M.M.M., M.A.S., M.Z.-M. and S.G.; investigation, M.M.M., M.Z.-M., A.P., F.L.A. and C.M.; data curation, M.M.M., M.A.S. and S.P.; writing—original draft preparation, M.M.M. and A.P.; writing—review and editing, M.M.M., C.M., V.F. and A.P.; funding acquisition, C.M. All authors have read and agreed to the published version of the manuscript.

Funding

This research was carried out within the Agritech National Research Center and received funding from the European Union Next-Generation EU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR)—MISSIONE 4 COMPONENTE 2, INVESTIMENTO 1.4—D.D. 1032 17/06/2022, CN00000022). This manuscript reflects only the authors’ views and opinions, neither the European Union nor the European Commission can be considered responsible for them.

Institutional Review Board Statement

Experimental research on plants and the collection of plant material were carried out in accordance with relevant institutional, national, and international guidelines and laws (IUCN Policy Statement on Research Involving Species at Risk of Extinction and the Convention on the Trade in Endangered Species of Wild Fauna and Flora). We had no voucher specimens to deposit. We held permits for the collection and use of the olives analyzed in the research: sample collection was authorized through Permit ABS-20-004-A (Ambjent Malta, Ministry for the Environment, Energy and Enterprise).

Data Availability Statement

All data are available in the paper. Further information can be provided by the corresponding author upon request.

Acknowledgments

We thank the following persons and institutions for their assistance: David Cardona (Malta Heritage), Clifford Borg (Ambjent Malta, Ministry for the Environment, Energy and Enterprise), Louis Fresta (Plant Protection, Genetic Resources Unit, Malta), and the Environment and Resources Authority (ERA).

Conflicts of Interest

Author Cinzia Montemurro is a member of the company Sinagri srl, SpinOff of the University of Bari. The remaining authors declare no conflict of interest.

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Figure 1. Map of the Maltese archipelago with the geographic locations of the olive samples considered in the study.
Figure 1. Map of the Maltese archipelago with the geographic locations of the olive samples considered in the study.
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Figure 2. Neighbor-joining dendrogram illustrating the phylogenetic relationships among the 57 analyzed Maltese genotypes characterized by using 10 SSR markers.
Figure 2. Neighbor-joining dendrogram illustrating the phylogenetic relationships among the 57 analyzed Maltese genotypes characterized by using 10 SSR markers.
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Figure 3. Scatter plot for genetic variation explained by the first two principal component PCs. Individual samples having different geographical origins are marked with different colors.
Figure 3. Scatter plot for genetic variation explained by the first two principal component PCs. Individual samples having different geographical origins are marked with different colors.
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Figure 4. Dendrogram generated by the neighbor-joining clustering method using 10 SSR markers, illustrating the phylogenetic relationships among the Maltese genotypes and the Mediterranean ones. Clusters are indicated: C1 (yellow); C2 (green); C3-A (white); C3-B (blue). The Maltese samples are indicated in red; the Italian varieties include Putative Resistant (PR) genotypes (blue); Apulia (PU); Tuscany (TO); Basilicata (BA); Calabria (CA); Abruzzo (AB); Lazio (LA); Campania (CA); Sicilia (SI); Sardinia (SA). Maltese varieties are indicated in Purple.
Figure 4. Dendrogram generated by the neighbor-joining clustering method using 10 SSR markers, illustrating the phylogenetic relationships among the Maltese genotypes and the Mediterranean ones. Clusters are indicated: C1 (yellow); C2 (green); C3-A (white); C3-B (blue). The Maltese samples are indicated in red; the Italian varieties include Putative Resistant (PR) genotypes (blue); Apulia (PU); Tuscany (TO); Basilicata (BA); Calabria (CA); Abruzzo (AB); Lazio (LA); Campania (CA); Sicilia (SI); Sardinia (SA). Maltese varieties are indicated in Purple.
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Figure 5. Evanno’s ΔK plot associated with STRUCTURE genetic analysis.
Figure 5. Evanno’s ΔK plot associated with STRUCTURE genetic analysis.
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Figure 6. Genetic structure of Mediterranean olive genotypes. Bar plot showing clusters inferred by STRUCTURE. Each vertical line stands for a single accession, and it is divided into K-colored segments that represent the estimated membership coefficient (q).
Figure 6. Genetic structure of Mediterranean olive genotypes. Bar plot showing clusters inferred by STRUCTURE. Each vertical line stands for a single accession, and it is divided into K-colored segments that represent the estimated membership coefficient (q).
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Table 1. List of the 57 Maltese genotypes analyzed in this study. For each sample, location, type of tree (cultivated (cv.) or wild (w.t.), sampling point, and suitability are indicated.
Table 1. List of the 57 Maltese genotypes analyzed in this study. For each sample, location, type of tree (cultivated (cv.) or wild (w.t.), sampling point, and suitability are indicated.
N.CodeSampling LocationTypeSampling PointUse
1B1Bidnija old olive groveCultivatedLower CrownOil
2B2Bidnija old olive groveCultivatedLower CrownOil
3B3Bidnija old olive groveCultivatedLower CrownOil
4B4Bidnija old olive groveCultivatedLower CrownOil
5B5aBidnija old olive groveCultivatedLower CrownOil
6B5bBidnija old olive groveCultivatedLower CrownOil
7B6aBidnija old olive groveCultivatedLower CrownOil
8B6bBidnija old olive groveCultivatedLower CrownOil
9B7Bidnija old olive groveCultivatedLower CrownOil
10B8Bidnija old olive groveCultivatedLower CrownOil
11B9Bidnija old olive groveCultivatedLower CrownOil
12B10Bidnija old olive groveCultivatedLower CrownOil
13B11Bidnija old olive groveCultivatedLower CrownOil
14B12Bidnija old olive groveCultivatedLower CrownOil
15G1Bidnija old olive groveCultivatedUpper CrownOil
16G2Bidnija old olive groveCultivatedUpper CrownOil
17G3Bidnija old olive groveCultivatedUpper CrownOil
18G4Bidnija old olive groveCultivatedUpper CrownOil
19G5Bidnija old olive groveCultivatedUpper CrownOil
20G6Bidnija old olive groveCultivatedUpper CrownOil
21G7Bidnija old olive groveCultivatedUpper CrownOil
22G8Bidnija old olive groveCultivatedUpper CrownOil
23G9Bidnija old olive groveCultivatedUpper CrownOil
24G10Bidnija old olive groveCultivatedUpper CrownOil
25G11Bidnija old olive groveCultivatedUpper CrownOil
26G12Bidnija old olive groveCultivatedUpper CrownOil
27G14Bidnija old olive groveCultivatedUpper CrownOil
28G15Bidnija old olive groveCultivatedUpper CrownOil
29G16Bidnija old olive groveCultivatedUpper CrownOil
30G17Bidnija old olive groveCultivatedUpper CrownOil
31G19Bidnija old olive groveCultivatedUpper CrownOil
32G20Bidnija old olive groveCultivatedUpper CrownOil
33W.t. 13Gozo (south-west coast)WildCrown-
34Cv. 14Mellieħa XaghriCultivatedCrownOil
35Cv. 15Mellieħa XaghriCultivatedCrownOil
36W.t. 16St. MartinWildCrown-
37Cv. 17St. MartinCultivatedCrownOil
38Cv. 18CominoCultivatedCrownOil
39W.t. 19CominoWildCrown-
40W.t. 20CominoWildCrown-
41W.t. 21CominoWildCrown-
42W.t. 22CominoWildCrown-
43Malti 23Wied QirdaCultivatedCrownOil
44W.t. 24ŻebbuġWildCrown-
45Malti 25Koronia-RabatCultivatedCrownOil
46Malti 26ŻebbuġCultivatedCrownOil
47Malti 27Lija old treeCultivatedCrownOil
48Malti 28UnknownCultivatedCrownOil
49Malti 29UnknownCultivatedCrownOil
50Malti 30UnknownCultivatedCrownOil
51K1Old gardenCultivatedCrownOil
52K2Old gardenCultivatedCrownOil
53K3Old gardenCultivatedCrownOil
54K4Old gardenCultivatedCrownOil
55K5Old gardenCultivatedCrownOil
56K6Old gardenCultivatedCrownOil
57K7Old gardenCultivatedCrownOil
Table 2. List of the 10 SSRs used to genotype the Maltese olive trees under investigation.
Table 2. List of the 10 SSRs used to genotype the Maltese olive trees under investigation.
SSR IDBibliographic ReferenceRepeat MotifTa
DCA03Sefc et al. (2000) [21](GA)1950 °C
DCA05Sefc et al. (2000) [21](GA)1550 °C
DCA09Sefc et al. (2000) [21](GA)2355 °C
DCA13Sefc et al. (2000) [21](CA)1555 °C
DCA17Sefc et al. (2000) [21](GT)9(AT)7AGATA(GA)3850 °C
DCA18Sefc et al. (2000) [21](CA)4CT(CA)3(GA)1950 °C
GAPU71bCarriero et al. (2002) [22]GA(AG)6(AAG)859 °C
GAPU101Carriero et al. (2002) [22](GA)8(G)3(AG)359 °C
EMOLDe la Rosa et al. (2002) [23](GA)1250 °C
EMO90De la Rosa et al. (2002) [23](CA)1050 °C
Table 3. Genetic diversity indices’ (number of alleles (Na), effective number of alleles (Ne), Shannon’s diversity index (I), observed heterozygosity (Ho), expected heterozygosity (He), and fixation index (F)) values revealed in the 57 olive Maltese accessions analyzed with 10 SSR markers.
Table 3. Genetic diversity indices’ (number of alleles (Na), effective number of alleles (Ne), Shannon’s diversity index (I), observed heterozygosity (Ho), expected heterozygosity (He), and fixation index (F)) values revealed in the 57 olive Maltese accessions analyzed with 10 SSR markers.
NaNeIHoHeuHeF
Total84.032.8
Mean7.62.91.3230.7650.6510.657−0.167
SE0.80.1910.0650.0650.0220.0220.088
Table 4. Results obtained by the pairwise relatedness analysis (LRM) for the identification of synonymies in Maltese and Mediterranean varieties. The value 0.50 indicates identity between genotypes.
Table 4. Results obtained by the pairwise relatedness analysis (LRM) for the identification of synonymies in Maltese and Mediterranean varieties. The value 0.50 indicates identity between genotypes.
Sample 1Sample 2LRM
ALG_Sigoise_2FR_Grossanne0.50
ALB_Olivo_di_BeratGRE_Konservolia0.50
GRE_AndrocarposSP_Gordal_sevillana0.50
ALG_AayrouniLIB_Soury_20.50
LI_TaggiascaGRE_Karidolia0.50
LIB_Baladi_8LIB_Baladi_120.48
LIB_AbouChawkeh_1LIB_AbouChawkeh_20.47
LIB_Baladi_1LIB_Soury0.45
LIB_Baladi_8LIB_Aayrouni0.44
LIB_Del_1LIB_Del_20.43
GRE_Koroneiki_1POR_Galega_Grada_de_Serpa0.43
LIB_AayrouniLIB_Baladi_120.42
MAL_Bidnija_olive_grove_1MAL_Mellieha_xaghri_cv.140.42
LA_Leccino_Lazio_PRALB_Kalinjot_Oval0.41
Table 5. Genetic diversity indices obtained for the Maltese collection and olive populations of different Mediterranean countries, analyzed with 10 SSR markers. Number of alleles (Na), effective number of alleles (Ne), Shannon’s diversity index (I), observed heterozygosity (Ho), expected heterozygosity (He), unbiased expected heterozygosity (uHe), and fixation index (F) are listed.
Table 5. Genetic diversity indices obtained for the Maltese collection and olive populations of different Mediterranean countries, analyzed with 10 SSR markers. Number of alleles (Na), effective number of alleles (Ne), Shannon’s diversity index (I), observed heterozygosity (Ho), expected heterozygosity (He), unbiased expected heterozygosity (uHe), and fixation index (F) are listed.
PopulationNaNeIHoHeuHeF
Italy11.95.41.8810.6810.7860.7920.140
Albania4.93.71.3780.7830.6890.752−0.122
France6.24.11.5540.6920.7380.7950.088
Greece4.73.61.3490.8430.6910.744−0.232
Kurdistan6.04.11.4900.7700.7110.748−0.065
Syria5.44.01.4650.7090.7250.7620.015
Spain/Portugal5.53.71.3760.7310.6700.697−0.073
Tunisia4.63.01.1570.5310.5710.5940.107
Malta10.45.81.9220.7350.8010.8190.085
Lebanon4.12.61.0650.7740.5770.599−0.319
Grand Mean6.34.01.4530.7280.6920.73−0.042
Total637402-----
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Miazzi, M.M.; Pasqualone, A.; Zammit-Mangion, M.; Savoia, M.A.; Fanelli, V.; Procino, S.; Gadaleta, S.; Aurelio, F.L.; Montemurro, C. A Glimpse into the Genetic Heritage of the Olive Tree in Malta. Agriculture 2024, 14, 495. https://doi.org/10.3390/agriculture14030495

AMA Style

Miazzi MM, Pasqualone A, Zammit-Mangion M, Savoia MA, Fanelli V, Procino S, Gadaleta S, Aurelio FL, Montemurro C. A Glimpse into the Genetic Heritage of the Olive Tree in Malta. Agriculture. 2024; 14(3):495. https://doi.org/10.3390/agriculture14030495

Chicago/Turabian Style

Miazzi, Monica Marilena, Antonella Pasqualone, Marion Zammit-Mangion, Michele Antonio Savoia, Valentina Fanelli, Silvia Procino, Susanna Gadaleta, Francesco Luigi Aurelio, and Cinzia Montemurro. 2024. "A Glimpse into the Genetic Heritage of the Olive Tree in Malta" Agriculture 14, no. 3: 495. https://doi.org/10.3390/agriculture14030495

APA Style

Miazzi, M. M., Pasqualone, A., Zammit-Mangion, M., Savoia, M. A., Fanelli, V., Procino, S., Gadaleta, S., Aurelio, F. L., & Montemurro, C. (2024). A Glimpse into the Genetic Heritage of the Olive Tree in Malta. Agriculture, 14(3), 495. https://doi.org/10.3390/agriculture14030495

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