| Literature DB >> 28410422 |
Souhila Moussouni1, Jean-Christophe Pintaud2, Yves Vigouroux2, Nadia Bouguedoura1.
Abstract
Date palm (Phoenix dactyliferaL.) is the mainstay of oasis agriculture in the Saharan region. It is cultivated in a large part of the Mediterranean coastal area of the Sahara and in most isolated oases in the Algerian desert. We sampled 10 oases in Algeria to understand the structure of date palm diversity from the coastal area to a very isolated desert location. We used 18 microsatellite markers and a chloroplast minisatellite to characterize 414 individual palm trees corresponding to 114 named varieties. We found a significant negative inbreeding coefficient, suggesting active farmer selection for heterozygous individuals. Three distinct genetic clusters were identified, a ubiquitous set of varieties found across the different oases, and two clusters, one of which was specific to the northern area, and the other to the drier southern area of the Algerian Sahara. The ubiquitous cluster presented very striking chloroplast diversity, signing the frequency of haplotypes found in Saudi Arabia, the most eastern part of the date palm range. Exchanges of Middle Eastern and Algerian date palms are known to have occurred and could have led to the introduction of this particular chlorotype. However, Algerian nuclear diversity was not of eastern origin. Our study strongly suggests that the peculiar chloroplastic diversity of date palm is maintained by farmers and could originate from date palms introduced from the Middle East a long time ago, which since then, hasbeen strongly introgressed. This study illustrates the complex structure of date palm diversity in Algerian oases and the role of farmers in shaping such cryptic diversity.Entities:
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Year: 2017 PMID: 28410422 PMCID: PMC5391916 DOI: 10.1371/journal.pone.0175232
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Map showing the distribution of the 10 oases sampled in Algeria.
The 414 samples came from the following sources: Biskra 13 cultivars; Oued Souf 22 cultivars; Touggourt 30 cultivars; Ouargla 5 cultivars; Ghardaia 17 cultivars; El Menia 10 cultivars; Timimoun 16 cultivars; Adrar 18 cultivars; Beni Abbes 14 cultivars, and Tamanrasset 4 cultivars.
Summary data for 18 microsatellite loci.
| Marker name | Short name | Forward primer sequence (5’→ 3’) | Reverse primer sequence (5’→ 3’) | SSR motifs | Length (pd) | At (C°) | Reference | GeneBank accessions |
|---|---|---|---|---|---|---|---|---|
| mPdCIR010 | Pd10 | (GA)22 | 164 | 56 | [ | AJ571673 | ||
| mPdCIR015 | Pd15 | (GA)15 | 135 | 52 | [ | AJ571674 | ||
| mPdCIR016 | Pd16 | (GA)14 | 134 | 52 | [ | AJ571675 | ||
| mPdCIR025 | Pd25 | (GA)22 | 230 | 49 | [ | AJ571676 | ||
| mPdCIR032 | Pd32 | (GA)19 | 300 | 52 | [ | AJ571677 | ||
| mPdCIR035 | Pd35 | (GA)15 | 188 | 54 | [ | AJ571678 | ||
| mPdCIR057 | Pd57 | (GA)20 | 282 | 55 | [ | AJ571682 | ||
| mPdCIR063 | Pd63 | (GA)17 | 167 | 50 | [ | AJ571683 | ||
| mPdCIR078 | Pd78 | (GA)13 | 121 | 50 | [ | AJ571685 | ||
| mPdCIR085 | Pd85 | (GA)29 | 179 | 50 | [ | AJ571686 | ||
| PdAG1-ssr | AG1 | (GA) | 260 | 52 | [ | |||
| PdCUC3-ssr1 | CUC3-1 | (GT)14 | 330 | 60 | [ | HM622273 | ||
| PdCUC3-ssr2 | CUC3-2 | (GA)22 | 350 | 59 | [ | HM622273 | ||
| PdAP3-ssr | AP3 | (GA)25 | 331 | 57 | [ | KC188337 | ||
| mPdIRD013 | P13 | (CAC)6 | 204 | 60 | [ | PDK_20s1496731g002 | ||
| mPdIRD031 | P31 | (CCA)7 | 198 | 60 | [ | PDK_20s1419261g003 | ||
| mPdIRD033 | P33 | (CAG)7 | 199 | 60 | [ | PDK_20s1569281g001 | ||
| mPdIRD040 | P40 | (CCAGTG)4 | 193 | 60 | 60 | PDK_20s1327401g002 |
Information concerning the microsatellite markers used to genotype date palm cultivars (identified from the genome of Phoenix dactilyfera) using the primer sequences. The SSR motifs, PCR product size, primer annealing temperatures, referenced and GeneBank accession numbers are given. PCR = polymerase chain reaction; SSR = simple sequence repeat; At = annealing temperature.
Fig 2Bayesian cluster analysis using the STRUCTURE program: Results for K = 3.
(A) Plots of (a) maximum log likelihood over the 10 runs and (b) delta k from the structure analysis was calculated according to the method of Evanno et al. (B) Estimated population structure inferred from all the individual date palms for K = 3. Each individual is represented by a thin vertical line divided into K colored segments representing the fraction of the individual’s estimated membership of the K clusters. Pie charts show the frequencies of the haplotypes belonging to the three structure groups. (C) Geographic distributions of the 10 oases and two haplotypes. The pie chart shows the proportions of haplotypes in each oasis. (D) Sampling location of the date palms. Pie charts show the proportion of membership of each sampled population inferred by structure analysis (K = 3).
Descriptive genetic parameters for 18 microsatellite loci analyzed on 192individual date palms.
| Marker | N° of genotypes | N° of alleles | Major allele frequency | Gene diversity | Expected heterozygosity He | PIC |
|---|---|---|---|---|---|---|
| mPdCIR010 | 31 | 10 | 0.28 | 0.80 | 0.86 | 0.78 |
| mPdCIR015 | 19 | 8 | 0.50 | 0.70 | 0.68 | 0.67 |
| mPdCIR016 | 8 | 4 | 0.51 | 0.61 | 0.56 | 0.53 |
| mPdCIR025 | 19 | 10 | 0.29 | 0.77 | 0.87 | 0.74 |
| mPdCIR032 | 25 | 9 | 0.41 | 0.75 | 0.77 | 0.72 |
| mPdCIR035 | 15 | 7 | 0.70 | 0.48 | 0.27 | 0.46 |
| mPdCIR057 | 18 | 7 | 0.40 | 0.72 | 0.77 | 0.68 |
| mPdCIR063 | 14 | 6 | 0.34 | 0.75 | 0.74 | 0.71 |
| mPdCIR078 | 41 | 16 | 0.31 | 0.84 | 0.83 | 0.82 |
| mPdCIR085 | 30 | 10 | 0.25 | 0.83 | 0.84 | 0.80 |
| PdAG1-ssr | 54 | 19 | 0.27 | 0.87 | 0.86 | 0.86 |
| PdCUC3-ssr1 | 1 | 1 | 1.00 | 0.00 | 0.00 | 0.00 |
| PdCUC3-ssr2 | 42 | 12 | 0.17 | 0.88 | 0.85 | 0.87 |
| PdAP3-ssr | 20 | 9 | 0.37 | 0.74 | 0.83 | 0.70 |
| mPdIRD013 | 2 | 2 | 0.98 | 0.05 | 0.05 | 0.05 |
| mPdIRD031 | 5 | 3 | 0.83 | 0.29 | 0.31 | 0.26 |
| mPdIRD033 | 5 | 4 | 0.91 | 0.16 | 0.16 | 0.16 |
| mPdIRD040 | 9 | 5 | 0.70 | 0.47 | 0.49 | 0.43 |
| Mean | 19.89 | 7.94 | 0.51 | 0.59 | 0.60 | 0.57 |
The number of genotypes, the number of alleles, the frequency of the main alleles, gene diversity, heterozygosity and the polymorphism information content (PIC) of 18 loci in Phoenix dactyifera are given.
PIC = polymorphism information content.
Summary statistics for 18 microsatellite loci in 10 oases.
| Oasis | N° | Na | Ar | Ho | He | FIS | P value FIS |
|---|---|---|---|---|---|---|---|
| Biskra | 18 | 4.72 | 3.45 | 0.58 | 0.56 | -0.02 | 0.3216 |
| Touggourt | 32 | 5.33 | 3.36 | 0.59 | 0.54 | -0.06 | 0.0097 |
| Oued Souf | 30 | 5.78 | 3.73 | 0.60 | 0.59 | -0.01 | 0.2457 |
| Ouargla | 5 | 3.83 | 3.83 | 0.61 | 0.53 | -0.05 | 0.2563 |
| Ghardaia | 29 | 5.22 | 3.53 | 0.65 | 0.56 | -0.13 | 0.0000 |
| Tamanrasset | 7 | 4.11 | 3.68 | 0.56 | 0.57 | 0.09 | 0.9603 |
| El Menia | 17 | 4.78 | 3.47 | 0.58 | 0.55 | -0.03 | 0.1719 |
| Timimoun | 16 | 5.11 | 3.67 | 0.64 | 0.57 | -0.04 | 0.1694 |
| Adrar | 20 | 5.06 | 3.53 | 0.58 | 0.56 | 0.004 | 0.5505 |
| Beni Abbes | 14 | 5.22 | 3.85 | 0.58 | 0.59 | 0.05 | 0.9013 |
The number of samples (N°), the number of alleles per locus (Na), allelic richness (Ar), observed heterozygosity (Ho), expected heterozygosity (He), theinbreeding coefficient (FIS) and the p-value of FIS are given for each population (averaged across the 18 loci).
Genetic distance between oases (FST).
| Biskra | Touggourt | Oued Souf | Ouargla | Ghardaia | Tamanrasset | El Menia | Timimoun | Adrar | Beni Abbes | |
| Biskra | 0.0288 | 0.0062 | 0.0205 | |||||||
| Touggourt | 0.0098 | -0.0288 | ||||||||
| Oued Souf | -0.0065 | 0.0270 | 0.0289 | |||||||
| Ouargla | 0.0197 | 0.0049 | 0.0016 | 0.0063 | 0.0079 | 0.0132 | ||||
| Ghardaia | 0.0322 | 0.0143 | ||||||||
| Tamanrasset | 0.0245 | 0.0141 | 0.0129 | 0.0172 | ||||||
| El Menia | 0.0179 | 0.0072 | 0.0250 | |||||||
| Timimoun | 0.0119 | 0.0056 | ||||||||
| Adrar | 0.0086 | |||||||||
| Beni Abbes | ||||||||||
The FST component was determined using a method that calculates the genetic distance between two oases, the differences being in pairs. A Bonferroni correction was applied, the significance level passing p < 0.001.
* P < 0.001 (significant).
Description and variability parameters of the 18 polymorphic microsatellite loci in the three STRUCTURE populations.
| Population | N° | Na | Ar | Ho | He | FIS | P value FIS |
|---|---|---|---|---|---|---|---|
| Population 1 | 51 | 5.28 | 5.15 | 0.60 | 0.53 | -0.13 | 0.000002 |
| Population 2 | 48 | 6 | 5.88 | 0.57 | 0.56 | -0.004 | 0.426301 |
| Population 3 | 87 | 6.94 | 6.32 | 0.61 | 0.58 | -0.05 | 0.000101 |
The number of samples (N°), the number of alleles per locus (Na), allelic richness (Ar), expected heterozygosity (He), observed heterozygosity (Ho), the inbreeding coefficient (FIS) and the p-value of FIS are given for each population and each locus.
Genetic distance between Structure populations (FST).
| population 1 | population 2 | population 3 | |
| population 1 | 0.0924 | 0.0742 | |
| population 2 | 0.0659 | ||
| population 3 |
The FST component was determined using a method that calculates the genetic distance between two assumed populations, the differences being in pairs. A Bonferroni correction was applied, the significance level passing p < 0.01.
* p < 0.01 (significant)
Fig 3Neighbor-joining tree with microsatellite genotypes using shared allele distance.
The neighbor-joining tree shows the genetic relationships among the date palm genotypes included in the study, where each branch represents a single individual. The individuals in the populationSTRUCTURE1are in red, those in population 2 in green, and those in population 3 in blue.