| Literature DB >> 23144883 |
Rey Gaston Loor Solorzano1, Olivier Fouet, Arnaud Lemainque, Sylvana Pavek, Michel Boccara, Xavier Argout, Freddy Amores, Brigitte Courtois, Ange Marie Risterucci, Claire Lanaud.
Abstract
Ecuador's economic history has been closely linked to Theobroma cacao L cultivation, and specifically to the native fine flavour Nacional cocoa variety. The original Nacional cocoa trees are presently in danger of extinction due to foreign germplasm introductions. In a previous work, a few non-introgressed Nacional types were identified as potential founders of the modern Ecuadorian cocoa population, but so far their origin could not be formally identified. In order to determine the putative centre of origin of Nacional and trace its domestication history, we used 80 simple sequence repeat (SSR) markers to analyse the relationships between these potential Nacional founders and 169 wild and cultivated cocoa accessions from South and Central America. The highest genetic similarity was observed between the Nacional pool and some wild genotypes from the southern Amazonian region of Ecuador, sampled along the Yacuambi, Nangaritza and Zamora rivers in Zamora Chinchipe province. This result was confirmed by a parentage analysis. Based on our results and on data about pre-Columbian civilization and Spanish colonization history of Ecuador, we determined, for the first time, the possible centre of origin and migration events of the Nacional variety from the Amazonian area until its arrival in the coastal provinces. As large unexplored forest areas still exist in the southern part of the Ecuadorian Amazonian region, our findings could provide clues as to where precious new genetic resources could be collected, and subsequently used to improve the flavour and disease resistance of modern Ecuadorian cocoa varieties.Entities:
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Year: 2012 PMID: 23144883 PMCID: PMC3492346 DOI: 10.1371/journal.pone.0048438
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Origin of the 14 groups of accessions used in this study.
| Group name | Code ( | Origin | Geographical localities or areas | Sample size |
| Criollo | CR | Central America | 22 | |
| VEN | VEN | Venezuela | Orinoco (Cuchivero- Padamo) | 2 |
| LCT-EENa | LCT-EENa | Ecuador | Amazonia (North region-A) | 30 |
| LCT-EENb | LCT-EENb | Ecuador | Amazonia (Centre region-B) | 23 |
| LCT-EENc | LCT-EENc | Ecuador | Amazonia (South region-C) | 12 |
| Nacional | SNA-B | Ecuador | Coast provinces | 7 |
| IMC | IMC | Peru | Iquitos | 13 |
| Morona | MO | Peru | Morona river | 8 |
| Nanay | NA | Peru | Nanay river | 12 |
| Parinari | PA | Peru | Tributaries of Marañon river | 13 |
| Pound | P | Peru | Nanay river | 12 |
| Scavina | SCA | Peru | Loreto, Ucayali river | 8 |
| BA | BA | Brazil | 3 | |
| GUY | GU | French Guiana | Camopi - Tanpok | 11 |
| Total samples | 176 |
Among them Criollo, Nacional and BA correspond to old cultivated varieties. The other groups include cocoa trees native of the mentioned regions.
Figure 1Geographic distribution and locations of the 14 groups of cocoa accessions used in this study.
(a) Acessions from Central and South America excepted Ecuador and Peru; and (b) accessions from the Ecuadorian coast and the upper Amazonian region from Ecuador and Peru. The Zone of “Arriba” cocoa is delimited by blue dashes. The locations of Nangaritza and Yacuambi rivers are indicated by a red star. See “material and methods” for explanations of name codes.
List of SSR loci (mTcCIRx) and number of alleles per locus identified in this study.
| mTcCIR | Nb alleles/locus |
| 1 | 7 |
| 6 | 11 |
| 15 | 10 |
| 26 | 10 |
| 37 | 11 |
| 60 | 8 |
| 292 | 4 |
| 293 | 5 |
| 294 | 8 |
| 297 | 2 |
| 298 | 6 |
| 299 | 2 |
| 302 | 13 |
| 304 | 6 |
| 305 | 3 |
| 308 | 5 |
| 309 | 4 |
| 312 | 3 |
| 316 | 7 |
| 322 | 15 |
| 323 | 9 |
| 324 | 2 |
| 325 | 7 |
| 326 | 7 |
| 327 | 3 |
| 329 | 10 |
| 331 | 10 |
| 333 | 3 |
| 336 | 7 |
| 337 | 3 |
| 339 | 3 |
| 341 | 2 |
| 342 | 4 |
| 344 | 10 |
| 348 | 3 |
| 350 | 4 |
| 352 | 13 |
| 356 | 4 |
| 359 | 5 |
| 361 | 6 |
| 364 | 2 |
| 366 | 8 |
| 369 | 8 |
| 373 | 5 |
| 374 | 6 |
| 375 | 4 |
| 376 | 6 |
| 378 | 6 |
| 379 | 5 |
| 380 | 4 |
| 382 | 11 |
| 383 | 6 |
| 387 | 4 |
| 391 | 7 |
| 392 | 8 |
| 393 | 8 |
| 394 | 12 |
| 396 | 3 |
| 397 | 2 |
| 398 | 2 |
| 400 | 6 |
| 402 | 3 |
| 404 | 2 |
| 405 | 3 |
| 411 | 7 |
| 413 | 4 |
| 417 | 4 |
| 418 | 2 |
| 419 | 2 |
| 420 | 4 |
| 422 | 13 |
| 426 | 4 |
| 427 | 4 |
| 429 | 8 |
| 432 | 5 |
| 435 | 5 |
| 436 | 3 |
| 438 | 2 |
| 446 | 6 |
| 447 | 4 |
| 80 | 463 |
| Average 5.78 |
Genetic diversity parameters revealed by SSR markers within each group analyzed.
| Groupname | HE | HO | P(0.95) | P(0.99) | NMA/locus | Allelicrichness |
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| Criollo | 0.050 | 0.006 | 0.150 | 0.175 | 1.250 | 1.050 | 0.883* |
| VEN | 0.152 | 0.056 | 0.225 | 0.225 | 1.237 | 1.152 | 0.719* |
| LCT-EENa | 0.533 | 0.317 | 0.950 | 0.975 | 4.450 | 1.532 | 0.410* |
| LCT-EENb | 0.485 | 0.358 | 0.950 | 0.962 | 4.150 | 1.485 | 0.266* |
| LCT-EENc | 0.432 | 0.271 | 0.787 | 0.812 | 2.637 | 1.432 | 0.385* |
| Nacional | 0.114 | 0.094 | 0.312 | 0.312 | 1.375 | 1.114 | 0.186* |
| IMC | 0.391 | 0.479 | 0.800 | 0.862 | 2.700 | 1.391 | −0.236* |
| Morona | 0.321 | 0.314 | 0.700 | 0.700 | 2.000 | 1.321 | 0.034 |
| Nanay | 0.234 | 0.242 | 0.650 | 0.750 | 2.150 | 1.233 | −0.039 |
| Parinari | 0.312 | 0.304 | 0.637 | 0.750 | 2.337 | 1.312 | 0.028 |
| Pound | 0.399 | 0.292 | 0.850 | 0.900 | 3.200 | 1.399 | 0.277* |
| Scavina | 0.343 | 0.359 | 0.750 | 0.750 | 2.125 | 1.343 | −0.040 |
| BA | 0.068 | 0.000 | 0.125 | 0.125 | 1.125 | 1.068 | 1.000* |
| Guy | 0.114 | 0.064 | 0.287 | 0.325 | 1.337 | 1.114 | 0.457* |
HE: Unbiased gene diversity (Nei, 1978) [37]; HO: Observed heterozygosity; Proportion of polymorphic loci at which the frequency of the most common allele does not exceed 95% (0.95) and 99% (0.99); and mean number of alleles per locus (NMA/locus).
Coefficients of genetic distance (Nei, 1972) [45] calculated for pair-wise comparisons of the 14 groups of T. cacao accessions studied.
| VEN | LCT-EENa | LCT-EENb | LCT-EENc | Nacional | IMC | Morona | Nanay | Parinari | Pound | Scavina | BA | Guy | |
| Criollo | 2.141 | 0.910 | 0.929 | 1.079 | 1.395 | 1.435 | 1.293 | 1.574 | 1.468 | 1.461 | 1.352 | 2.445 | 1.611 |
| VEN | 0.735 | 0.892 | 1.098 | 1.276 | 0.385 | 0.977 | 0.380 | 0.402 | 0.322 | 1.172 | 0.233 | 0.535 | |
| LCT-EENa | 0.039 | 0.143 | 0.492 | 0.468 | 0.446 | 0.619 | 0.517 | 0.493 | 0.631 | 0.724 | 0.689 | ||
| LCT-EENb | 0.144 | 0.582 | 0.534 | 0.493 | 0.715 | 0.618 | 0.588 | 0.652 | 0.861 | 0.789 | |||
| LCT-EENc | 0.250 | 0.632 | 0.431 | 0.792 | 0.718 | 0.673 | 0.673 | 1.110 | 0.930 | ||||
| Nacional | 0.748 | 0.307 | 1.017 | 0.900 | 0.855 | 0.779 | 1.300 | 1.226 | |||||
| IMC | 0.571 | 0.269 | 0.312 | 0.148 | 0.765 | 0.416 | 0.473 | ||||||
| Morona | 0.906 | 0.669 | 0.718 | 0.615 | 0.928 | 0.991 | |||||||
| Nanay | 0.422 | 0.051 | 0.967 | 0.412 | 0.586 | ||||||||
| Parinari | 0.303 | 0.775 | 0.329 | 0.304 | |||||||||
| Pound | 0.742 | 0.347 | 0.475 | ||||||||||
| Scavina | 1.218 | 0.955 | |||||||||||
| BA | 0.557 |
Genetic differenciation between pairs of populations.
| Population | Criollo | VEN | LCT-EENa | LCT-EENb | LCT-EENc | Nacional | IMC | Morona | Nanay | Parinari | Pound | Scavina | BA | Guy |
| Criollo | − |
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| VEN | 0.9144 | − |
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| LCT-EENa | 0.6004 | 0.3522 | − |
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| LCT-EENb | 0.6480 | 0.4269 | −0.0018 | − |
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| LCT-EENc | 0.7719 | 0.4362 | 0.0710 | 0.0638 | − |
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| Nacional | 0.9294 | 0.7884 | 0.3935 | 0.4274 | 0.2812 | − |
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| IMC | 0.7607 | 0.3062 | 0.2615 | 0.2757 | 0.3451 | 0.5740 | − |
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| Morona | 0.8821 | 0.6739 | 0.3154 | 0.3223 | 0.3490 | 0.5671 | 0.4580 | − |
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| Nanay | 0.8734 | 0.5561 | 0.3501 | 0.3856 | 0.4592 | 0.6960 | 0.2938 | 0.6278 | − |
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| Parinari | 0.8483 | 0.4635 | 0.2828 | 0.3341 | 0.3726 | 0.5897 | 0.2909 | 0.5107 | 0.4055 | − |
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| Pound | 0.7847 | 0.2825 | 0.2506 | 0.2779 | 0.3197 | 0.5512 | 0.1341 | 0.4693 | 0.0536 | 0.2538 | − |
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| Scavina | 0.8536 | 0.6008 | 0.4253 | 0.4403 | 0.4528 | 0.6416 | 0.4629 | 0.5525 | 0.6045 | 0.5131 | 0.4194 | − |
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| BA | 0.9389 | 0.6263 | 0.4661 | 0.5238 | 0.5532 | 0.8310 | 0.4772 | 0.7368 | 0.6762 | 0.5198 | 0.4736 | 0.6716 | − |
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| GUY | 0.9340 | 0.8182 | 0.4525 | 0.5148 | 0.5821 | 0.8285 | 0.4920 | 0.7632 | 0.6088 | 0.3947 | 0.4547 | 0.7219 | 0.8216 | − |
It was estimated by F ST (Weir and Cockerham, 1984) [40], based on variance in allele frequencies (in bold in the table), and Rho ST, an estimator of R ST (Slatkin, 1995) [41] taking the variance in allele sizes into account (values below the diagonal). Non-significant F ST values are printed in italic (after a 1000-fold permutation test).
Figure 2Genetic relationships among the wild and cultivated cocoa accessions.
Neighbour-joining tree from a dissimilarity matrix, constructed with 500 bootstraps (the bootstrap values are indicated in blue in each branch), and representing genetic relationships among the whole set of wild and cultivated cocoa accessions analysed in this study. GU (French Guiana), MO (Morona), NA (Nanay), PA (Parinari), P (Pound), SCA (Scavina), SNA (Nacional). The numbers 1 to 4 indicate the cluster numbers reported in the text. Information about the rivers present in the areas where the wild genotypes closest to Nacional were collected (cluster 3), is reported. See Table 1 for code identification.
Most probable ancestors of Nacional individuals.
| Individual | Prob. Non-exclusion | First parent | Second parent | |
| Sa16 | 6.937×10−7 | LCT-EEN91 | LCT-EEN86 | |
| SNA409a | 4.072×10−6 | LCT-EEN86 | LCT-EEN91 | |
| SNA503 | 5.139×10−6 | LCT-EEN91 | LCT-EEN85 | |
| SNA604 | 4.001×10−6 | LCT-EEN91 | LCT-EEN85 | |
| SNA1001 | 1.065×10−6 | LCT-EEN86 | LCT-EEN85 | |
| SNA1003 | 6.188×10−7 | LCT-EEN86 | LCT-EEN85 | |
| B240 | 3.893×10−6 | LCT-EEN91 | LCT-EEN86 | |
The two most likely parents of Nacional cocoa individuals were identified with the Cervus 2.0 software parentage analysis. All putative parents tested were from the southern Amazonian region C of Ecuador.