Fernando Martínez-Freiría’s research while affiliated with Research Centre in Biodiversity and Genetic Resources and other places

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Publications (85)


Fig. 1. Non-metric multidimensional scaling (NMDS) plots of V. ammodytes venom samples derived from chip electrophoresis (CE) and MALDI-TOF MS. A) Analysis of CE profiles from 14 immature lizard-feeding individuals (im_liz), six immature individuals including mammals in their diet (im_mam), and 34 mature individuals feeding on mammals and lizards (mat_mam); B) Analysis of MALDI-TOF MS profiles from five im_liz, six im_mam, and 29 mat_mam. Venom samples GR17_21, GR17_22, GR39 and ZL20 represent individuals discussed in the text.
Fig. 2. Chromatograms and spectra of venom samples from V. ammodytes representing increasing body sizes derived by CE (left) and MALDI-TOF MS (right). A) CE chromatogram of sample ZL16 from an immature lizard-feeding individual (im_liz); B) CE chromatogram of sample ZL21 from an immature individual including mammals in their diet (im_mam); C) CE chromatogram of sample ZL3 from mature individual feeding on mammals and lizards (mat_mam); D) MS spectrum of sample GR37 from an im_liz individual; E) Zoom-in for sample GR37; F) MS spectrum of sample GR1 from an im_mam individual; G) Zoom-in for sample GR1; H) MS spectrum of sample GR13 from a mat_mam individual; I) Zoom-in for sample GR13.
Fig. 3. Variation in V. ammodytes venom composition along body sizes based on CE (A) and MALDI-MS TOF (B). Changes in NMDS1 values along the SVL. The thresholds for intake of mammalian prey and size when sexual maturity is reached are indicated by grey vertical lines. Immature lizard-feeding individuals (im_liz); immature individuals including mammals in their diet (im_mam); and mature individuals feeding on mammals and lizards (mat_mam). Coloured dashed lines represent logarithmic trends.
Beyond sexual maturity: Importance of dietary changes in venom variation in Vipera ammodytes
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February 2025

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110 Reads

Toxicon

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Fernando Martínez-Freiría

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Identifying individual age and size is crucial in venom research to understand potential phenotypic changes. When studying venom ontogeny, juveniles and adults are often determined by size at sexual maturity. However, in gape-limited predators such as snakes, venom shifts may occur earlier, coinciding with an increase in jaw size that allows the intake of larger prey. This study explored venom variation in Vipera ammodytes along the snout-vent length (SVL), linking these changes to dietary shifts and reproductive status. A total of 57 venom samples from two populations were analysed using chip electrophoresis (CE) and MALDI-TOF mass spectrometry. Individuals were categorised into three groups: immature individuals feeding on lizards (<300 mm SVL), immature individuals feeding on lizards but start including mammals in their diet (between 300 and 440 mm), and mature individuals feeding on mammals and lizards (>440 mm). Significant venom composition changes around 300 mm SVL were observed, aligning with a dietary shift marked by increased mammalian prey intake and preceding sexual maturity. This finding highlights the need to use SVL as a metric for accurate venom analysis along ontogeny. Our results indicate that when pooling venom samples is necessary, allocating individuals to age categories should be based on dietary shifts rather than sexual maturity. Additionally, CE and MALDI-TOF MS proved effective in detecting ontogenetic venom changes, offering a fast and affordable approach to venom profiling. This study emphasises the importance of integrating natural history data in venom studies to better understand the ecological and evolutionary drivers of venom adaptation.

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Species list of the Spanish herpetofauna: an update

December 2024

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283 Reads

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1 Citation

Basic and Applied Herpetology

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Since the last update of the list of the Spanish herpetofauna in 2018, recent studies have provided new evidence supporting the need to implement taxonomic changes in several groups. In this work, we present an updated reference list for the Spanish herpetofauna, which currently includes 132 native or historically introduced species, i.e. 37 amphibians and 95 reptiles, offering a standardized framework for amateurs, scientists, and environmental agencies. While updating the list, we had to undertake some nomenclatural acts. For instance, to solve the nomenclatural issues concerning Blanus species, we designate a neotype for Amphisbaena oxyura Wagler, 1824; thus, the valid name for the two recognized Iberian species are Blanus cinereus and Blanus oxyurus. We also provide an updated list for the 13 introduced species with documented breeding populations in Spain.


Unveiling the evolutionary history of European vipers and their venoms from a multi-omic approach

December 2024

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643 Reads

Snake genomes attract significant attention from multiple disciplines, including medicine, drug bioprospection, and evolutionary biology, due to the unique features found in snakes, especially, the evolution of venom. However, genomic research within the family Viperidae has mostly focused to date on the subfamily Crotalinae, while overlooking Viperinae, the Old World vipers. Among Viperinae, European vipers (Vipera) have been the subject of extensive research because of their venoms, phylogeographic, and ecological diversification. Nevertheless, venom research in this group has been conducted using mostly proteomes alone, while phylogeography and systematics in the genus have relied on biased information from mitochondrial phylogenies. Here, we generated chromosome-level genome assemblies for three Vipera species and whole-genome sequencing data for 94 samples representing 15 Vipera taxa. This comprehensive dataset has enabled us to disentangle the phylogenomic relationships of this genus, affected by mito-nuclear discordance and pervaded by ancestral introgression. Population-level analyses in the Iberian Peninsula, where the three oldest lineages within Vipera meet, revealed signals of recent adaptive introgression between ecologically dissimilar species, whereas chromosomal rearrangements isolate species occupying similar niches. Finally, using transcriptomic and proteomic data, we characterized the Vipera toxin-encoding genes, in which opposing selective forces were unveiled as common drivers of the evolution of venom as an integrated phenotype.


Genomic, phenotypic and environmental correlates of speciation in the midwife toads (Alytes)

October 2024

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216 Reads

Speciation, i.e., the formation of new species, implies that diverging populations evolve genetic and phenotypic factors that promote reproductive isolation (RI), but the adaptive vs. neutral origin of these factors and their relative contributions across the speciation continuum remain elusive. Here we test which of genomic, bioacoustic, morphological and environmental differentiation best predicts RI across the midwife toads (genus Alytes), a diversification of Mediterranean amphibians. Hybrid zone analyses in the A. obstetricans complex support that without strong geographic barriers to dispersal, the extent of introgression (which should reflect the strength of RI) covaries with genomic divergence irrespective of other factors. Phenotypic divergence become important later along the continuum, namely between non-admixing species attributed to distinct subgenera. Our results suggest that by putatively causing intrinsic incompatibilities in hybrids, the genetic mutations accumulating randomly between allopatric populations act as the initial trigger of RI, while substantial ecological and behavioral differentiation is a long-term consequence of species divergence that ultimately promotes sympatry. Whereas speciation is usually claimed to be primarily adaptive, our study corroborates recent findings that new species may also be a neutral outcome of gradual phylogeographic divergence, which has practical implications for species delimitation.


Figure 2. Response curve profiles for the mean temperature of the driest quarter, the most important bioclimatic factor related to the historical and contemporary distributions of the Lataste's viper in Doñana.
Figure 3. Average (top) and standard deviation (SD, bottom) for habitat suitability of the Lataste's viper in the historical, contemporary, and projection models.
Bioclimatic and NDVI variables considered for ecological niche modeling purposes, depicting code, meaning (and units), and ranges of variation for the historical and contemporary periods.
Average percentage of contribution/permutation importance of each variable for the histori- cal and contemporary models. Values depicting the most important variables (>15) are signalled in bold. See Table S5 for further details on variable importance.
Temporal Range Dynamics of the Lataste’s Viper (Vipera latastei Boscá, 1878) in Doñana (Spain): Insights into Anthropogenically Driven Factors

October 2024

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60 Reads

Doñana (southern Spain), a region of notable biodiversity richness, is highly threatened by ongoing landscape transformation and climate change. We investigated the local effect of these anthropogenic factors on the temporal range dynamics of Lataste’s viper (Vipera latastei), an Iberian endemic Mediterranean reptile that has apparently become rare over the years in Doñana. Using ecological niche-based models, based on climatic and remote sensing variables, we analyzed historical (1959–1999) and contemporary (2000–2022) records of the species to assess range shifts and identify environmental factors that may influence them. Our results show that V. latastei is mostly restricted to the coastal region of Doñana and that one temperature variable is the most important factor explaining this distribution pattern in both periods. Additional climatic and vegetation variables play a role in its historical distribution, but they become less important in contemporary times, suggesting a niche simplification over time. We found 30.5% of reduction in the species suitable area from historical to contemporary conditions, a reduction that would be even greater (83.37%) in the absence of niche shift. These findings underscore the species’ heightened vulnerability to ongoing environmental changes and highlight the urgent need for targeted conservation strategies.





(a) Bar plots showing STRUCTURE Bayesian assignment to two groups (K = 2) and NEWHYBRIDS Bayesian assignment to the parental species and four hybrid classes (F1, F2, and backcrosses). Each bar represents a single individual (in the same order in both plots), and colours represent proportional membership coefficients. (b) Map showing the geographic distribution of the 109 individuals assigned to two genetic clusters by STRUCTURE analyses (Q1 in blue represents V. aspis, and Q2 in red represents V. latastei). Google satellite was used as a background layer. The main topographic features and urban areas are highlighted in the map.
(a) Bar plots showing STRUCTURE Bayesian assignment to two groups (K = 2) and NEWHYBRIDS Bayesian assignment to the parental species and four hybrid classes (F1, F2, and backcrosses). Each bar represents a single individual (in the same order in both plots), and colours represent proportional membership coefficients. (b) Map showing the geographic distribution of the 109 individuals assigned to two genetic clusters by STRUCTURE analyses (Q1 in blue represents V. aspis, and Q2 in red represents V. latastei). Google satellite was used as a background layer. The main topographic features and urban areas are highlighted in the map.
Triangle plot representing the hybrid index vs. the interspecific heterozygosity across the hybrid zone between V. aspis and V. latastei, based on 18 microsatellite loci. The hybrid index ranges from 0 (pure V. aspis) to 1 (pure V. latastei). The interspecific heterozygosity ranges from 0 (complete homozygosity) to 1 (complete heterozygosity). Individuals are coloured according to NEWHYBRIDS classification (Figure 1). The two genotypes that were not assigned to any hybrid class due to low posterior probabilities (q < 0.4) are not coloured.
Boxplots of the three morphological traits that exhibited statistically significant differences between the two species and their hybrids: DMARK, VENT, and APIC. PCA summarizing the morphological variability of the morphological traits that exhibited statistically significant differences between the species and the hybrids (DMARK, VENT, and APIC) and the two parental species only (INTER, LOR, and INFRA). Samples were coloured according to their genetic assignation. Ellipses represent 95% confidence intervals for each group.
Correlation between the genetic and morphological probabilities of classification to each of the parental species. The X and Y axes represent the membership probability belonging to the V. aspis cluster, based on genetic data (obtained from STRUCTURE; X axis) and based on morphological data (obtained from DA; Y axis).
Association between Genetic Admixture and Morphological Patterns in a Hybrid Zone between the Two Iberian Vipers, Vipera aspis and V. latastei

September 2024

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252 Reads

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1 Citation

Understanding how hybridization influences the morphology and fitness of hybrids is essential for studying adaptive evolution and ecological speciation. Secondary contact zones, where separately evolving populations meet and hybridize, offer valuable insights into the evolutionary processes driving speciation and provide an excellent system to address these questions. In this study, we investigate patterns of morphological and genetic variation of two congeneric viper species, Vipera aspis and V. latastei, across a contact zone in northern Spain (Oja-Tirón), where vipers with mixed morphology are often detected, but genetic studies addressing hybridization and relating patterns of genetic and morphological admixture are lacking. Using nine morphological traits (scalation and colouration) and 18 microsatellite markers, we (1) estimated the extent of hybridization, (2) morphologically characterized parental species and hybrids, and (3) evaluated the correlation between patterns of genetic and morphological admixture. Analyses revealed a bimodal hybrid zone with high rate of hybridization (22%) and prevalence of late-generation hybrids (F2 and backcrosses). Morphological analyses differentiated the two parental species, and a positive correlation (r = 0.95) was found between morphological and genetic patterns. The hybrid group displayed on average an intermediate morphology between the parentals, yet morphologically intermediate hybrids were rare in our dataset. Instead, most hybrids resembled the parental species with whom they share most of the genetic background. Notably, the hybrid group exhibited greater morphological variation than the parental groups. Traits with adaptative value, such as ventral scales and dorsal marks, showed significant differences between hybrids and the two parental species. Introgression of these traits may confer ecological advantages to hybrids, enhancing local adaptation. Overall, this study reveals a positive correlation between patterns of morphological and genetic variation across a hybrid zone and provides insights into the phenotypic consequences of hybridization on these viper species.


Fig. 1. Sex-based venom comparison of adult V. ammodytes. (A) NMDS analysis of a binary matrix of 20 females and 18 males individual SDS-PAGE profiles from the island and mainland populations. An overlap of individual female and male venoms is shown. Linear regression analysis based on the NMDS1 scores revealed no significant difference (p = 0.056). (B) Venom composition of females and males from the island population, based on relative abundances of toxin families. A_ISL represents the average adult venom composition for the island population.
Fig. 2. Age-based venom comparison of V. ammodytes. (A) Binary NMDS analysis of a binary matrix of 37 adults, 15 subadults and 6 juveniles individual SDS-PAGE profiles from the island and mainland populations. Differentiation of juvenile venoms in relation to subadult and adult venoms at the individual level is shown. Linear regression based on the NMDS1 scores revealed a significant difference (p < 0.001). (B) Venom composition of age groups (A, adult; S, subadult; J, juvenile) from the island (ISL) and mainland (ML) populations, based on relative abundances of toxin families. Pools contain venoms from both sexes.
Fig. 3. PCA biplot of the toxin families in V. ammodytes. PCA biplot of log-transformed relative abundances of the toxin families identified in six proteomes of V. ammodytes (A, adult; S, subadult; J, juvenile; ISL, island; ML, mainland). The direction and length of the vectors (green lines) indicate which components contribute to proteome differentiation. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Fig. 4. Population-based venom comparison of V. ammodytes. NMDS analysis of a binary matrix of 40 island and 12 mainland individual SDS-PAGE profiles from the island and mainland populations. An overlap of individual venoms from the island and mainland is shown. Linear regression based on the NMDS1 scores revealed no significant differences (p = 0.713).
Fig. 5. Comparative venom profiles of V. ammodytes. Relative abundances based on snake venomics across V. ammodytes taxa (V. a. montandoni, Vam; V. a. transcaucasiana, Vat) from the island (ISL) and mainland (ML) populations in North Macedonia (NM) and from Türkiye.
Ontogeny, not prey availability, underlies allopatric venom variability in insular and mainland populations of Vipera ammodytes

September 2024

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301 Reads

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2 Citations

Journal of Proteomics

Allopatric populations living under distinct ecological conditions are excellent systems to infer factors underlying intraspecific venom variation. The venom composition of two populations of Vipera ammodytes, insular with a diet based on ectotherms and mainland with a diet based on ectotherms and endotherms, was compared considering the sex and age of individuals. Ten toxin families, dominated by PLA2, svMP, svSP, and DI, were identified through a bottom-up approach. The venom profiles of adult females and males were similar. Results from 58 individual SDS-PAGE profiles and venom pool analysis revealed significant differences between juveniles compared to subadults and adults. Two venom phenotypes were identified: a juvenile svMP-dominated and KUN-lacking phenotype and an adult PLA2/svMP-balanced and KUN-containing phenotype. Despite differences in prey availability (and, therefore, diet) between populations, no significant differences in venom composition were found. As the populations are geographically isolated, the lack of venom diversification could be explained by insufficient time for natural selection and/or genetic drift to act on the venom composition of island vipers. However, substantial differences in proteomes were observed when compared to venoms from geographically distant populations inhabiting different conditions. These findings highlight the need to consider ecological and evolutionary processes when studying venom variability.


Citations (47)


... Narrow transitions across replicate transects are thus the hallmark of stable reproductive barriers(Harrison and Larson 2016). Our study therefore corroborates the species status of A. almogavarii, as currently acknowledged(Speybroeck et al. 2020;Sánchez-Vialas et al. 2024) but still disputed (e.g.,Lucati et al. 2022). Reciprocally, the wide hybrid zones between the shallowest lineages confirm the subspecies status of A. a. inigoi and A. o. pertinax. ...

Reference:

Genomic, Phenotypic and Environmental Correlates of Speciation in the Midwife Toads (Alytes)
Species list of the Spanish herpetofauna: an update

Basic and Applied Herpetology

... Categorising individuals, and consequently their venoms, according to SVL or dietary changes rather than sexual maturity can improve the accuracy of ontogenetic venom studies and allow cross-study comparisons. Recently, the reporting of individual SVL measurements has become frequent in the genus Vipera (Avella et al., 2022;Avella et al., 2023;Buldain et al., 2025;Lakušić et al., 2025), a practice also found in other venomous clades (e.g., Smith et al., 2023;Borja et al., 2018). Detailed dietary ecology data can be obtained from natural history databases (Grundler, 2020) and/or complemented by metabarcoding of field-collected faeces (reviewed in De Sousa et al., 2019) and traditional studies on examining gut contents (e.g. ...

Intraspecific venom variation in the Iberian asp viper (Vipera aspis zinnikeri) across natural and intensive agricultural habitats
  • Citing Article
  • October 2024

Journal of Proteomics

... The Nose-horned viper, Vipera ammodytes (Linnaeus 1758), is a species complex (see [18,19]) distributed from northeastern Italy and southern Austria across the Balkans to the Ionian and Aegean Islands, extending into Asia Minor [20][21][22]. It is considered the most medically significant and one of the most venomous snakes in Europe [19,[23][24][25]. ...

Ontogeny, not prey availability, underlies allopatric venom variability in insular and mainland populations of Vipera ammodytes

Journal of Proteomics

... In general, different ecological pressures are known to affect geographic variation in vipers' diet (e.g. in Vipera latastei, Santos et al., 2008; Vipera seoanei, Espasandín et al., 2022), which could still play a role in influencing venom composition and should be considered in studies on venom ecology (e.g. Zancolli et al., 2019;Avella et al., 2023;Smith et al., 2023;Damm et al., 2024). ...

Venom variation among the three subspecies of the North African mountain viper Vipera monticola Saint-Girons 1953

Biochimie

... The Nose-horned viper, Vipera ammodytes (Linnaeus 1758), is a species complex (see [18,19]) distributed from northeastern Italy and southern Austria across the Balkans to the Ionian and Aegean Islands, extending into Asia Minor [20][21][22]. It is considered the most medically significant and one of the most venomous snakes in Europe [19,[23][24][25]. ...

Phylogenomic insights into the diversity and evolution of Palearctic vipers

Molecular Phylogenetics and Evolution

... 1F). River valleys such as Drâa and Oued Sous have generally been considered ecological barriers for reptile species, marking clear genetic lineage breaks (Mendes et al., 2017;Salvi et al., 2018;Velo-Antón et al., 2018;Abreu et al., 2020;Liz et al., 2024). Instead, in the case of species of the S. brosseti complex, these valleys might act as ecological corridors because the humid microclimate they sustained could provide suitable habitats for these species within arid and pre-Saharan regions. ...

Historical biogeography of the Saharan horned viper enlightens past dynamics of hyperarid desert habitats
  • Citing Article
  • April 2024

Journal of Arid Environments

... Additionally, considering the scarcity of screening initiatives for reptiles and most amphibians in Poland and the limited studies on fungal pathogens [41,75], the investigation on other mycotic agents, such as Paranannizziopsis sp. (see [76]), is important to safeguard ophidiofauna. These future perspectives are crucial for developing effective conservation strategies and ensuring the long-term survival of vulnerable snake populations in the Bieszczady Mountains. ...

Paranannizziopsis spp. Infection in Wild Vipers, Europe

Emerging Infectious Diseases

... Analyses of museum specimens demonstrate that the pathogen has been present in the USA since at least 1945 [45] and in Europe since at least 1959 [46]. Molecular analyses have identified three clades (see [41][42][43][46][47][48][49]): Clade I ("European" clade) was originally isolated from samples in the UK and Czech Republic and is nowadays present only in Europe; Clade II ("North American" clade) has been detected in wild snakes from USA, Europe, and Taiwan and some captive snakes worldwide; Clade III is, so far, only known in a Taiwanese wild snake and in captive snakes. Genomic analyses have revealed that all strains from North American wild snakes belong to Clade II, which likely diverged from Clade I approximately 2000 years ago [47]. ...

Contribution of host species and pathogen clade to snake fungal disease hotspots in Europe

Communications Biology

... The integration of species distribution models (SDMs) based on bioclimatic variables with phylogeography provides further insights into species' responses to warming-cooling cycles and assists with the identification of climatic refugia (e.g., Wielstra et al. 2015;Jablonski et al. 2024). Guillon et al. (2024) demonstrated that the use of physiologically meaningful climatic variables may enhance the accuracy of such inferences. Furthermore, those researchers proposed models of northern refugia for the cold-tolerant reptile species V. berus and Zootoca vivipara (Lichtenstein, 1823). ...

Inferring current and Last Glacial Maximum distributions are improved by physiology‐relevant climatic variables in cold‐adapted ectotherms
  • Citing Article
  • March 2024

Journal of Biogeography

... In the present study, we used a novel set of microsatellite markers developed specifically for the two species [28] and morphological traits recognized as diagnostic for species classification [22,23] to (i) assess the extent of genetic admixture between V. aspis and V. latastei in the contact zone of Oja-Tirón and identify their hybrids; (ii) morphologically characterize parental species and the hybrids;and finally (iii) evaluate the consistency between the proportion of genetic admixture and morphological classification. ...

Isolation and characterization of polymorphic microsatellite loci for the three Iberian vipers, Vipera aspis, V. latastei and V. seoanei by Illumina MiSeq sequencing

Molecular Biology Reports