Literature DB >> 17125517

A biometric and ecologic comparison between Artemia from Mexico and Chile.

Gonzalo Gajardo1, Jorge M Castro2, Germán M Castro2, Thalía B Castro2.   

Abstract

BACKGROUND: A preliminary biometric and ecologic database for the brine shrimp Artemia from Mexico and Chile is presented. The area abounds in small and seasonal ponds and large inland lakes, the latter mainly located in Mexico, although relatively large and isolated lakes are found in complex hydrological settings in pre-high plateau areas of Chile. This paper summarizes research efforts aimed at the localization, characterization, and evaluation of the aquaculture potential of Artemia populations in Mexico and Chile, which exhibit great habitat diversity (ponds, salterns, coastal lagoons, sea arms, coastal and inland lakes), contrasting weather conditions and different levels of isolation and human intervention.
RESULTS: This study covered locations between 29 degrees north latitude (Baja California, Mexico) to 50 degrees south latitude (Puerto Natales, Chile). Biological characteristics considered are species name, reproductive mode, cyst diameter, chorion thickness, and nauplius length, whereas ecological data include pond size, pH, salinity, temperature, and water ionic composition. Artemia franciscana is the only species found in Mexico, it exists together with A. persimilis in Chile, though separated geographically. Ecological differences in habitat exist between both regions but also within countries, a pattern particularly clear with regard to water composition. Surprisingly, a Mexican (Cuatro Ciénegas, A. franciscana) and a Chilean location (Torres del Paine, A. persimilis) share habitat characteristics, at least for the period when data were collected. The discriminant analysis for cyst diameter and nauplius length shows that Artemia from only one location match in cyst diameter with those from San Francisco Bay (SFB) (Point Lobos), and one (Marquez) is far apart from SFB and all the others. The Chilean locations (Pampilla, Cejar, Cahuil, Llamara, Yape) share cyst diameter, but tend to differ from SFB. The remaining Mexican locations (Juchitan, Ohuira, Yavaros) are well separated from all the others. With regard to nauplii length, populations tend to distribute in a relatively random manner, being Marquez the location differing the most in cyst diameter from SFB.
CONCLUSION: This database will contribute to the knowledge of radiation centers and serves as a baseline for further biogeographic studies, population characterization, management, and monitoring of Artemia biodiversity. Likewise, the impact of colonization and translocations for aquaculture purposes can be better assessed with a baseline for reference. Mexico and Chile exemplify the need to increase and further integrate regional information to tackle fundamental problems underlying practical utilization of Artemia.

Entities:  

Year:  2006        PMID: 17125517      PMCID: PMC1687188          DOI: 10.1186/1746-1448-2-13

Source DB:  PubMed          Journal:  Saline Systems        ISSN: 1746-1448


Background

The brine shrimp Artemia is widely distributed in salt lakes, coastal lagoons, and solar saltworks in all continents, except Antarctica [1]. Since the initial record of 80 Artemia sites (Abonyi, 1915; Artom, 1922; Stella, 1933; Mathias, 1937; all cited in Persoone & Sorgeloos [2], the number has steadily increased, for example, Vanhaecke et al. [3] and Triantaphyllidis et al. [4], reported a total of 350 and 500 Artemia locations, respectively. The search for new Artemia populations, or locally adapted populations, is relevant to solve fundamental questions on population differentiation in stressful habitats, but also to counterbalance the decline of Artemia cysts, which are highly demanded for aquaculture [5]. Hence, the search for alternative Artemia resources has intensified in recent years, especially in large and productive inland lakes that are amenable to commercial exploitation. This study gathers and compares biometric and reproductive data of Artemia populations from ecologically diverse ecosystems (ponds, salterns, salt ponds, coastal lagoons, sea arms, coastal and inland lakes) from Mexico and Chile, two countries with potential Artemia sources for aquaculture. Important morphological and geological changes, such as the joining of North and South America during the Tertiary and the rising of the occidental and oriental slopes of the Andes Mountains, have influenced the area in the past, greatly affecting the current distribution pattern of many aquatic species. Two Artemia species are currently found in the Americas, A. franciscana (Kellog, 1906) and A. persimilis (Piccinelli & Prosdocimi, 1968). The former is widely distributed over the Americas, whilst the latter was thought to be restricted to Argentina [6]. However, the finding of A. persimilis in a very unusual site in the Chilean Patagonia [7] and later of A. franciscana in Argentina [8], changed the distribution scenario. Most populations in Chile and adjacent areas are recognized as A. franciscana, but exhibit varying degrees of genetic differentiation in relation to the commonly used A. franciscana type (San Francisco Bay, Salt Lake) [9-11]. This distribution pattern requires more systematic and careful data analysis of populations in radiation centers, since A. persimilis could be in the process of colonizing new habitats in Chile and other countries in South America, while A. franciscana, a very successful colonizer [1], has been translocated by aquaculture activities and is currently expanding its range in Europe and Asia. This database will be useful for the spatial and temporal monitoring of Artemia biodiversity, particularly considering the ability of Artemia to invade other environments, either by translocation for aquaculture purposes or through natural dispersal, as has been demonstrated in the western Mediterranean for A. franciscana [12,13].

Results

Artemia sites in Mexico

Habitat information

Artemia ranges from 32° and 14° north latitude, and between 117° (Northeast of Baja California) and 86° West (Isla Mujeres). Seventeen Artemia populations have been recorded so far in this country, 14 of them in coastal areas (4 in the Gulf of Mexico, 10 in the Pacific Coast) whereas the rest corresponds to inland habitats [14]. Table 1 describes the geographic location, size, and altitude of the Artemia sites studied so far in Mexico. The largest site is Guerrero Negro, in the Baja California Peninsula, with 33,000 ha, whereas San Jose, in the same Peninsula, is the smallest (0.5 ha) and comparable in size to San Crisanto in the Yucatan Peninsula. Texcoco, in the State of Mexico, is located at the highest altitude (2,250 m above sea level).
Table 1

Geographical location, altitude and size of Artemia sites in Mexico.

SiteStateGeographical coordinateAltitude (m)Size (ha)References
La SalinaBaja California Norte32°05'N 118°40'W033Del Castillo & Farfán (1997) [38]
San JoséBaja California Norte29°15'N 114°53'W0Correa (1991) [24]
Cuatro Ciénegas de CarranzaCoahuila29°36'N 99°20'W7400.05Castro et al. (1997) [19]
Guerrero NegroBaja California Sur27°30' – 28°N 113°45' – 114°25'W033000Data from Exportadora de Sal S.A. de C.V.
Isla del CarmenBaja California Sur26°0' N 111°40'WCastro et al (1987) [23]
Salina tres Hermanos (Yavaros)Sonora26°40'N 109°35'W040Gallardo astro (1987) [26]. Abreu-Grobois (1987) [6]. Castro et al.(1996) [18] (1997) [21]. Correa (1991) [24].
Bahía de Ohuira (Ahome)Sinaloa25°36'N 109°02'W10Díaz (2000) [25]
PichilingueBaja California Sur24°16'N 110°20'WCastro et al. (1987) [23].
Bahía de CeutaSinaloa23°50'N 106°30'W07140Castro et al. (1997) [20]
El Barranco (Altamira)Tamaulipas22°36' N 97°52'W 22°35'N 97°54'W0Contreras (1987) [39]
Salinas de HidalgoSan Luís Potosí22°39'N 101°43'W1777Castro et al.(1989) [17] (2000) [14]
San CrisantoYucatán21°15'N 89°10'W00.05Castro et al. (1987) [23]
Real de las SalinasCampeche20°02'N 90°14'W1063.16Castro et al. (1998) [16]
CelestúnYucatán20°48' 90°15' 20°58'N 90°25'W03000Torrentera & Dodson (1995) [4]. Núñez(1999) [27]
TexcocoEstado de México19°32'N 99°00'W22500.17Castro(1993) [15], Gallardo astro (1987) [26], Enciso (1989) [40]
Las ColoradasOaxaca15°33'N 95°33'W0aprox.50Castro et al.(1995) [22]
Sistema lagunar de: Laguna del mar MuertoChiapas15°58' – 16°30'N 93° – 94°30'W0Tena (1977) [28]
Geographical location, altitude and size of Artemia sites in Mexico. The main water component of biotopes studied so far is sodium chloride, with the exception of Cuatro Cienegas, State of Coahuila, in which sulphate predominates (Table 2).
Table 2

Main water parameters of Mexican Artemia sites.

SitesSalinity (g/L)Temperature (°C)pHCl- (Mg/l)SO4-2 (mg/l)HC03- (mg/l)CO3- (mg/l)Na+ (mg/l)K+ (mg/l)Ca+2 (mg/l)Mg+2 (mg/l)DateReference
La Salina290227April-84Del Castillo y Farfán (1997) [38]
San José184257.2February-89Correa(1991) [24]. Montaño & Buckle (1996) [34]
Cuatro Ciénegas de Carranza100–300277.728 93061 4409 15024 7903 130013 28001/04/1994Castro et al. (2000) [14]
Guerrero Negro12018–2222/02/1999
Isla del Carmen
Salina tres Hermanos183248.10April-70Ortega & Martínez(1987) [41]
Bahía de Ohuira20–258.6
Pichilingue100–300228.10
Bahía de Ceuta100–300228.277 79014 1645 760October-89Castro (1980) [42].
El Barranco (Altamira)16521801/02/1986Contreras(1987) [39]
Salinas de Hidalgo80179.842 24022852842 69623001/11/1985
San Crisanto26Castro et al. (1987) [23]
Real de las Salinas100–30023.28.915 120100700013 5001 350010001/02/1998Castro et al. (1998) [16]
Celestún18529.18.148513481991–1992Torrentera & Dodson (2004) [36]
Texcoco4015–167.61 438266104815 59020322June-90Castro (1993) [15]
Las Coloradas125288.002/12/1992Castro (1995) [22]
Sistema lagunar de: Laguna del mar Muerto3530June-80Tena (1977) [28]
Main water parameters of Mexican Artemia sites.

Biological data

Of all populations recorded in this area, 13 have been studied with respect to reproduction (crosses with A. franciscana) and morphology, whilst fragmentary genetic information (allozyme and chromosome) is available. These populations combine the two usual modes of reproduction (encystment and ovoviviparity), depending on the local conditions [6,15-28]. Table 3 provides cysts, chorion thickness, and nauplii measurements. The El Marquez population in Oaxaca depicts the biggest cyst diameter and the thickest chorion, whilst samples from Bahia de Lobos and Celestun showed the smallest cysts and nauplii.
Table 3

Cyst diameter, chorion thickness and nauplius characteristics of Artemia franciscana populations in Mexico.

StateSitesFull cyst Diameter (± SD)Chorion thicknessNauplius size (± SD)
SonoraTres Hermanos, Yavaros229.1 ± 8.98.76389.5 ± 15.3
SinaloaSol de Fuego, Ohuira266.3 ± 8.67.96379.6 ± 19.4
OaxacaJuchitán275.5 ± 13.08.26450.3 ± 30.6
CampecheReal de las Salinas249.2 ± 8.19.98465.3 ± 29.3
CoahuilaCuatro Ciénegas231.1 ± 4.39.11472.4 ± 26.9
San Luís PotosíLas Salinas de Hidalgo292.3 ± 16.16.94417.9 ± 23.3
Estado de MexicoTexcoco230.2 ± 4.58.93422.6 ± 29.0
YucatánCelestún211.9 ± 13.63.87461.8 ± 13.5
ZacatecasZacatecas230.2 ± 4.12.11432.7 ± 15.7
SonoraBahía de Lobos200.4 ± 5.53.07391.9 ± 16.3
Quintana RooPuerto Morelos238.3 ± 8.89.95398.0 ± 8.2
OaxacaEl Marquez386.3 ± 6.610.78419.0 ± 8.7
YucatánSan Crisanto247.4 ± 16.13.72446.0 ± 12.4

The data are in micrometers (μm).

Cyst diameter, chorion thickness and nauplius characteristics of Artemia franciscana populations in Mexico. The data are in micrometers (μm).

Artemia sites in Chile

Table 4 displays geographical coordinates, size, and altitude of the Artemia sites arranged from north to south, with the Salar (saltflat) Surire (18° South latitude) and Laguna Amarga (50° South latitude) being at opposite ends. The former is at the highest altitude in the Americas (4,200 m above sea level) in the Atacama Desert, reputedly one of the most arid areas in the world [9]. The desert, located in the subtropical area of Chile and limited by the Pacific Ocean to the West and the Andes Mountains to the East, in the so-called pre-high plateau zone, has plenty of saltflats, which are complex hydrological units that very likely evolved from a lacustrine system through a combination of geological, morphological, hydrological, volcanic and climatic factors [19]. Such saltflats represent therefore interesting and unique Artemia sites due to their isolation, altitude, and extreme ecological conditions (5 to 40°C day-night variation in summer time) [9], that offer few chances for colonization and/or survival of foreign populations.
Table 4

Geographical location, altitude and size of the Artemia sites in Chile.

SitesFederal entityLocalityGeographical coordinatesAltitude (m)Size (ha)References
Salar de SurireI RegiónSalar de Surire18°48'S69°04'W4200144 km2Zuñiga et. al. (1999)* [43]
Salar de LlamaraI RegiónLlamara21°18'S69°37'W85010.000ha*
Pozas de Playa YapeI RegiónIquique20°40'S70°15'W04–28 m2*
Laguna Cejas (Salar de Atacama)II RegiónSan Pedro de Atacama23°02'S68°13'W2400Gajardo & Beardmore (1993) [11]; Zúñiga et al. (1999) [43]
Poza PampillaIV RegiónCoquimbo29°58'S71°22'W09 m2*
Poza Palo ColoradoIV RegiónLos Vilos31°58'S71°25'W010 m2*
Salinas de CahuilVI RegiónPichilemu34°48'S72°10'W100 mt4.5*
Laguna AmargaXII RegiónPuerto Natales50°29'S72°45'W80227,6 haZúñiga et al. (1999) [43]
Geographical location, altitude and size of the Artemia sites in Chile. Laguna Amarga (50° south latitude) is closer to the sea and correspondingly exhibits relatively high concentrations of sodium chloride, whereas high-plateau inland lakes in northern Chile, such as Surire, are athalassohaline, with high content of sulphate (60.38 g L-1) and potassium (7.48 g L-1) (Table 5).
Table 5

Main water parameters of Chile Artemia sites.

SitesSalinity (g/l)Temperature (°C)pHCl- (Mg/L)SO4 -2 (mg/L)HC03 - (mg/L)CO3 - (mg/L)Na+ (mg/L)K+ (mg/L)Ca+2 (mg/L)Mg+2 (mg/L)DateReference
Salar de Surire1024,58,546 37011 0301504031 8607 4801 3601 270July-1994Gajardo y Beardmore (1993) [11]
Salar de Llamara167287,543 60017 44035 8102 130450560March-1994Zuñiga et al.(1999) [43]
Pozas de Playa Yape56308,554 9208 49040030 4701 2301 1903 650July-1994
Laguna Cejas (Salar de Atacama).292237,341 90028 2503700,326 7801 2301201 330March-1994
Poza Pampilla451710,155 4607 8003605029 7701 1801 0904 460August-1994
Poza Palo Colorado7521,18,153 3007 5802203032 4801 3201 2603 810August-1994
Salinas de Cahuil115377,854 7807 6903802031 3801 1001 2103 520February-1995
Laguna Amarga1208,51217 02060 3804 4201 32034 1602 2503302 089April-1995
Main water parameters of Chile Artemia sites. The largest cysts diameter is found in Laguna Amarga (254.7 μm), whilst Poza Pampilla (220.5 μm) is the smallest. The longest and shortest nauplii are found in the Salar de Llamara (424 μm) and Poza Pampilla (395 μm), respectively (Table 6). Laboratory cross-breeding experiments show different degrees of reproductive output and varying ratios of offsprings in the form of cyst and nauplii, depending on whether crosses are within or between species [11,30-33].
Table 6

Cyst, chorion thickness and nauplius characteristics of Artemia franciscana and Artemia persimilis in Chile.

SitesArtemia speciesFull cyst Diameter (± SD)Chorion thicknessNauplius size
Laguna Cejar (Salar de Atacama)Artemia franciscana226.7 ± 9.16.15451.7 ± 23.3
Salinas de CahuilArtemia franciscana230.6 ± 8.96.7399.3 ± 18.8
Pozas de Playa YapeArtemia franciscana241.0 ± 8.86.36415.0 ± 26.1
Salar de LlamaraArtemia franciscana232.0 ± 7.67.9424.0 ± 19.7
Poza PampillaArtemia franciscana220.5 ± 12.55.4395.5 ± 22.4
Laguna AmargaArtemia persimilis254.7-413.3
Poza Palo ColoradoArtemia franciscana236.8-417.5

The data are in micrometers (μm).

Cyst, chorion thickness and nauplius characteristics of Artemia franciscana and Artemia persimilis in Chile. The data are in micrometers (μm).

Data integration

The discriminant analysis of figure 1 integrates water composition results from both areas. Although variation exists within Mexico and Chile, greater differentiation was observed between habitats at the regional level, i.e., between countries. Surprisingly, a Mexican (Cuatro Ciénegas, A. franciscana) and a Chilean location (Torres del Paine, A. persimilis) share habitat characteristics, at least for the period when data were collected. Figure 2 shows the discriminat analysis for cyst diameter (a) and nauplius length (b). One location matches cyst diameter with San Francisco Bay (SFB) (Point Lobos) and one (Marquez) is far apart from SFB and all the others. The Chilean locations (Pampilla, Cejar, Cahuil, Llamara, Yape) share cyst diameter, but tend to differ from SFB. The remaining Mexican locations separate well from all the others (Juchitan, Ohuira, Yavaros). Clear differences in cyst diameter are observed among Mexican populations. With regard to nauplii length, populations tend to distribute in a relatively random manner over the two axes, with Marquez, the location greatly differing in cyst diameter to SFB now coming closer to it.
Figure 1

Principal components analyses of water composition in different . Locations: 1 = Cuatro Cienegas, 2 = Bahía de Ceuta, 3 = Real de las Salinas, 4 = Texcoco, 5 = San Luis Potosí, 6 = Torre del Paine, 7 = Salar de Atacama, 8 = Salar de Llamara, 9 = Poza Pampilla, 10 = Salar de Surire, 11 = Poza Palo Colorado, 12 = Pozas de Playa Yape, 13 = Salinas de Cahuil.

Figure 2

Discriminant anlyses of . Locations:1 = San Luis Potosí, 2 = Juchitan, 3 = Ohuira, 4 = Yavaros, 5 = Real de las Salinas, 6 = Cuatro Cienegas, 7 = Texcoco, 8 = Zacatecas, 9 = Lobos Bay, 10 = Quintana Roo, 11 = Celestun, 12 = San Crisanto, 13 = El Marquez, 14 = Laguna Cejas, 15 = Poza Pampilla, 16 = Salinas de Cahuil, 17 = salar de Llamara, 18 = Pozas de PlayaYape, 19 = San Francisco Bay.

Principal components analyses of water composition in different . Locations: 1 = Cuatro Cienegas, 2 = Bahía de Ceuta, 3 = Real de las Salinas, 4 = Texcoco, 5 = San Luis Potosí, 6 = Torre del Paine, 7 = Salar de Atacama, 8 = Salar de Llamara, 9 = Poza Pampilla, 10 = Salar de Surire, 11 = Poza Palo Colorado, 12 = Pozas de Playa Yape, 13 = Salinas de Cahuil. Discriminant anlyses of . Locations:1 = San Luis Potosí, 2 = Juchitan, 3 = Ohuira, 4 = Yavaros, 5 = Real de las Salinas, 6 = Cuatro Cienegas, 7 = Texcoco, 8 = Zacatecas, 9 = Lobos Bay, 10 = Quintana Roo, 11 = Celestun, 12 = San Crisanto, 13 = El Marquez, 14 = Laguna Cejas, 15 = Poza Pampilla, 16 = Salinas de Cahuil, 17 = salar de Llamara, 18 = Pozas de PlayaYape, 19 = San Francisco Bay.

Discussion

Too often management decisions are taken without the back-up of basic knowledge. Many reasons justify the need to document biometric and ecologic characteristics of Artemia sites, either worldwide or at regional level. Firstly, Artemia offers a good model to understand how natural populations evolve, considering the isolation and extreme ecological conditions of hypersaline habitats that promote the differentiation of local populations, or adaptations. Hence the speciation mode best describing the Artemia situation is adaptive divergence [6,34]. Secondly, local populations exhibit differences in specific phenotypic traits some of which are of practical interest (cyst diameter, nauplii length) for aquaculture. Thirdly, Artemia biodiversity is being threatened by the translocation of species and/or populations aimed at improving aquaculture operations or salt production, particularly in developing countries. Last but not least, A. franciscana often the best choice for aquaculture, is a successful invader that could threaten locally adapted or native populations or species, as reported in the Western Mediterranean for parthenogenetic types and A. salina [12,13]. For these reasons, a biometrical and ecological database should serve as a baseline for further spatial and temporal monitoring of A. franciscana and A. persimilis. For the former species, relatively pure gene pools would be those located in inland lakes of northern Chile. Additionally, Chile is the southern end for the distribution of A. franciscana and normally populations in the edge of distribution tend to differ from those in the center [35]. On the other hand, Mexico is located, relatively, at the central area of distribution for A. franciscana, as compared to Chile, and combines the occurrence of exploited and non-exploited salt lakes. Although this work is aimed to document key biometric and ecological characteristics of Artemia sites in both countries, beyond to what has been reported so far [36], this incipient database allows for some initial conclusions. For example, water ionic composition of Artemia habitats from Mexico and Chile differ as expected (Fig 1). Some within-country variations exist but it is interesting to see two Chilean (Salar de Atacama; Torres del Paine) and one Mexican population (Cuatro Cienegas) segregated from the rest. This is somewhat correlated with the genetic composition. Salar de Atacama (SAT) is genetically distinct from the rest of the Chilean populations (ascribed to A. franciscana), and from San Francisco Bay, the reference sample often used for species verification [37]. Since Torres del Paine (TPA) corresponds to A. persimilis, this would be an indication that A. franciscana and A. persimilis share, to some extent, some habitat characteristics. However, this remains to be proved. The observed divergence of Artemia locations from both areas offers the possibility of finding new populations for aquaculture. As summarized in this paper, only A. franciscana, the most widely distributed species in the Americas, is found in Mexico, whilst Chile has both, A. franciscana and A. persimilis, though separated geographically [30,1], offering an interesting opportunity to understand the ecological separation of these sibling species. The average cyst diameter reported for Artemia franciscana is 237 ± 14 μm, while the average nauplii length is 431 ± 23 μm [3]. As expected, most populations considered in this study are highly heterogeneous, with cyst diameter deviating from the reference sample of A. franciscana, except for Lobos in Mexico (see Fig. 2). Although small-sized A. franciscana populations (SFB, GSL) are preferred for aquaculture, the heterogeneity in cyst diameter in the samples should be seen as an opportunity for aquaculture diversification, as different species have different larval sizes. Differential environmental conditions in Mexico and Chile and the magnitude of Artemia exploitation in Mexico, which is contrasting to the situation in Chile, are likely to explain the observed north-south cyst differences (cyst tends to be smaller in Chile). Likewise, heterogeneity in cyst diameter in the Mexican samples is greater than in the Chilean ones, which tend to group relatively closer in Fig 2. Some fundamental and practical conclusions emerge from this study. Habitat heterogeneity, particularly water ionic composition, correlates with heterogeneity observed in cyst diameter and nauplii length. At least for the period considered, Mexican samples showed greater cyst diameter variability, though it is possible that the higher level of human intervention in Mexico plays a role (Artemia and salt production often imply population translocation). This might be also a reflection of the higher variability expected at the center of distribution (Mexico) in comparison to populations in the periphery (Chile). Hence, it is clear that biological properties of populations need to be complemented with more careful and systematic description of Artemia environments, particularly considering their monitoring on a long-term basis. Updating the database, including other traits, is thus a need for understanding the evolution of Artemia populations in nature and the consequences this might have in opening opportunities for invasion or colonization of new populations or species.

Methods

As this work gathers published information, methodology is extensively described in each of the 21 and 10 papers cited from Mexico and Chile, respectively. Although information is still insufficient, papers from Mexico cover 10 States, whereas that from Chile deals with the two New World species that are found in amazingly contrasting settings: A. franciscana in lakes scattered in one of the driest deserts in the world and A. persimilis at one of the southernmost latitudes where Artemia is found. Data in the Access file are classified according the following criteria: geographic coordinates, biotope information (pond size, pH, salinity, temperature, cations, e.g., sodium, potassium, calcium, magnesium), and anions (chloride, sulphate, carbonates, and bicarbonates), and biological data (species name, reproductive mode, cyst diameter, chorion thickness. and nauplius length).

Calculations and statistics

The main ecological characteristics of the different habitats in Mexico and Chile obtained in this paper were analyzed by a multivariate discriminant analysis using Statgraphics (Satistical Graphics Co., Rockville, USA), with the origin of sites taken as the separation factor.

Authors' contributions

TBC Co-designed the manuscript, participated in Mexican populations data collections and wrote the manuscript. GG Co-designed the manuscript, participated in Chilean populations data collections and wrote the initial English version of the manuscript. JMC and GMC participated in Mexican populations data collections, co-edited the manuscript and performed data analyses. All authors have read and approved the final manuscript.
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