Research Article |
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Corresponding author: Kostadin Andonov ( k_andonov91@abv.bg ) Academic editor: Günter Gollmann
© 2025 Kostadin Andonov, Angel Dyugmedzhiev, Simeon Lukanov, Emiliya Vacheva, Georgi Popgeorgiev, Daniela Nedeltcheva-Antonova, Borislav Naumov.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Andonov K, Dyugmedzhiev A, Lukanov S, Vacheva E, Popgeorgiev G, Nedeltcheva-Antonova D, Naumov B (2025) Behavioral effects of long-chained ketones in Vipera ammodytes: an experimental approach. Herpetozoa 38: 161-171. https://doi.org/10.3897/herpetozoa.38.e151358
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Snakes heavily depend on chemical communication and use chemical cues for trailing, foraging, searching for mates, and other behaviors. Snake pheromones reported so far are complex mixtures, consisting mainly of heavy, long-chained ketones. However, such ketones cannot be detected in the sex pheromones of some species, and for others, airborne compounds are suggested to participate in intersexual communication. Thus, to establish whether a certain compound is part of the snake sex pheromone, behavioral assays should be performed. The most frequently found ketones in the skin extracts of Vipera ammodytes (Linnaeus, 1758) are 2-pentacosanone and 2-heptacosanone, which are hypothesized to participate in intraspecific communication. In the present study, we test male and female individuals’ responses to paper towels soaked with these two ketones (separately and together), n-hexane, heptacosane, and a control. We suggest that the ketones produced by V. ammodytes have a role in intraspecific communication and demonstrate that they elicit specific courtship-related behaviors in males, but not in females. Our results further show that 2-pentacosanone and 2-heptacosanone evoke sexual attraction, with their combination proving more effective than either compound alone, although the modest response suggests that other compounds may also be involved. We suggest that there are additional compounds, of a different nature, that most likely constitute the female sex pheromone. We hypothesize that males can also produce these ketones, which may provide them with a mating advantage by emitting false cues to rivals.
communication, mating, pheromones, sex, snakes
Due to the lack of limbs, snakes are, to some extent, constrained in the visual perception of their environment (
In addition, studies on chemical communication in snakes are geographically biased, with almost no Old World species investigated and most research focused on New World species (e.g., Ahern and Dowling 1974;
European vipers exhibit highly specific mating rituals in which males are much more active than females (
The skin lipids of Vipera ammodytes (Linnaeus, 1758) have recently been investigated (
Skin lipid extracts of V. ammodytes contain long-chained, non-volatile ketones (
In the present study, we test, through behavioral experiments, whether the most common ketones detected in V. ammodytes (
Through a series of behavioral experiments, we investigate which compounds elicit courtship-related behaviors and attempt to determine whether both sexes are attracted to these compounds or if sexually dimorphic responses are present. With this study, we aim to explain the lack of observed differences in ketone production between male and female V. ammodytes.
We collected a total of eight male and seven female adult individuals of Vipera ammodytes in April 2022 (three males and three females) and April 2023 (five males and four females) from a single population near the village of Karlukovo, NW Bulgaria (43°10'N, 24°3'E [DDM]). The animals were tested in the same year of collection and kept in captivity for no longer than two months. We obtained standard morphometric measurements—snout–vent length (SVL) and tail length (TL)—for each individual using a measuring tape (precision: 0.5 cm). Snakes were weighed using a digital scale (precision: 0.01 g). Sex was determined by gentle palpation to check for the presence or absence of hemipenes and by examining tail length, tail root width, and number of subcaudal scales (
The vipers were kept in captivity for two months in a specially equipped laboratory at the Institute of Biodiversity and Ecosystem Research. Each animal was housed individually in a terrarium (50 × 30 × 30 cm) with beech chips as substrate, a continuously running heating coil at one end, and a shelter at the other. The temperature was maintained between 30 °C and 32 °C during the day (09:00 h to 20:00 h) and approximately 17 °C at night. Each viper was fed every 10–15 days with a dead laboratory mouse. Water was provided ad libitum.
The research was conducted in accordance with permit No. 861/13.01.2021 issued by the Ministry of Environment and Waters. No animals were harmed or showed signs of deteriorating health; none were euthanized or died during the study period. At the conclusion of the experiments in both years, all vipers were released at their exact site of capture.
Prior to the start of the tests, all individuals were kept for one week in the terrariums so they could adapt to the new environment before starting the experiments. Thereafter, we performed a series of behavioral assays with each individual. All tests were conducted from the beginning of May to the first ten days of June, which falls within the mating period of V. ammodytes (
For the tests, we used synthetic n-hexane (C₆H₁₄) – “hexane,” heptacosane (C₂₇H₅₆) – “C27 alkane,” 2-pentacosanone (C₂₅H₅₀O) – “C25 ketone,” 2-heptacosanone (C₂₇H₅₄O) – “C27 ketone,” and a mixture of equal parts 2-pentacosanone and 2-heptacosanone – “C25–C27 ketones.” All synthetic compounds were chosen based on available literature data for the species (see
The compounds were presented to each individual in a random order. The substrate was not contaminated by the tested compounds, and the terrarium was ventilated for a few minutes after each procedure. After performing the tests, we watched every video recorded and transcribed full ethograms for the behavior of the individual during the experiment. We counted the tongue-flicks for the whole duration of the experiment (10 min) and calculated the general tongue-flick rates (GTF)—the total amount of tongue-flicks divided by the duration of the experiment—and specific tongue-flick rates (STF)—the total amount of tongue-flicks divided by the time elapsed between the first tongue-flick and the last. We also recorded the time that each individual spent lying still before the first tongue-flick. If the individual moved out of the filming frame, the “out-of-sight” duration was subtracted, respectively, from the total of 10 min or the period between the first and the last tongue-flicks. We recorded the presence or absence of interest in the compound dripped on the paper towel (INT). A positive response was registered if the individual displayed interactions with the paper towel and focused their tongue-flicks on it for at least 10 seconds. We observed chin-rubbing behavior (RUB), which is typical of mating male individuals (
Although there are functional differences in the types of tongue-flicks in terms of the tongue’s extension and the flicks’ frequency (
For the statistical analyses, we used R (
We used a Bayesian multivariate generalized (non-)linear mixed-effects model (GLMM), using the multivariate model formula (mvbrmsformula) in the “brms” package in R, where sex and compound were set as predictors and individual as a random effect. The tests were set with four chains (independent sequences of samples), 4000 iterations per chain (steps taken by the Markov Chain Monte Carlo algorithm), and an adapt_delta of 0.95 (a tuning parameter controlling the target acceptance rate for the sampler). This was followed by a pairwise comparison by estimated marginal means, with the function “emmeans” in R (
The average time for an individual to react and make the first tongue-flick was 291 seconds (n = 128, min–max = 1–593; SD = 162.2) after the start of the experiment. Only tests with individuals who exhibited tongue-flicking behavior were included in this statistic.
We first calculated the proportion of zero values for each variable. For interest in the compound (INT), chin-rubbing (RUB), general tongue-flick rates (GTF), and specific tongue-flick rates (STF), the proportions were, respectively, 81.85%, 92.96%, 52.59%, and 52.59%. Males showed higher levels of INT in response to the two ketones, both separately and together, while females expressed such behavior very rarely and only for the C27 ketone (Fig.
For INT, both WAIC and LOO indicated negligible differences between the standard binomial and the zero-inflated binomial models (WAIC difference = 0.3; LOO difference = 0.3), so the binomial distribution was used. For RUB, the zero-inflated Poisson model performed notably better than the Poisson model (WAIC difference = 11.6; LOO difference = 11.3). The results for GTF indicated a better fit for the hurdle gamma model (WAIC difference = 7.0) compared to the gamma model. Posterior predictive checks were performed for both models, confirming their overall fit. The hurdle gamma model also showed a notably better fit for STF compared to the gamma model (WAIC difference = 12.1; LOO difference = 12.1) and was therefore used in subsequent analyses. Posterior predictive checks confirmed the fit of both models.
The multivariate GLMM showed that males and females differed in terms of INT and RUB, with positive estimates and confidence intervals (CI) for males: INT (estimate = 96.13; lower 95% CI = 5.40; upper 95% CI = 324.83) and RUB (estimate = 1231.17; lower 95% CI = 93.47; upper 95% CI = 3456.11), indicating that males exhibited more active behavior toward the compounds. The model also showed that the individual (random effect) had a statistically significant influence on the results, with positive CIs for INT (intercept: SD = 1.03; 95% CI = 0.41–2.00), RUB (intercept: SD = 3.17; 95% CI = 1.41–6.48), GTF (intercept: SD = 0.81; 95% CI = 0.41–1.29), and STF (intercept: SD = 0.36; 95% CI = 0.07–0.81). However, the model showed convergence issues, with divergent transitions and R-hat values > 1.1. Therefore, we did not interpret the results further and instead continued with separate analyses for males and females. The influence of individual variation was confirmed in the separated models.
The multivariate GLMM for males showed statistically significant differences (based on the Highest Posterior Density interval, HPD) for INT between the reactions toward C25 ketone and C27 alkane and between C27 alkane and C27 ketone. A nearly significant difference was found between C25–C27 ketones and C27 alkane. C25 ketone and C27 ketone elicited stronger responses than C27 alkane, with C25–C27 ketones likely provoking similarly strong responses. For RUB, statistically significant differences were observed between reactions to C25–C27 ketones and C27 alkane, between C25–C27 ketones and hexane, and between C25–C27 ketones and the control group. Thus, C25–C27 ketones provoked stronger reactions in males than C27 alkane, hexane, or the control. No statistically significant differences were found among males for GTF and STF (Suppl. material
When compounds were grouped, males showed statistically significant differences between the ketones and alkanes for INT and RUB, with a stronger reaction toward the ketones. No significant differences were found between any of the compound groups for GTF and STF (Suppl. material
In females, statistically significant differences were found for GTF between C25–C27 ketones and C25 ketone, with higher values for C25–C27 ketones. For STF, significant differences were found between C27 alkane and C27 ketone and between C27 ketone and the control group. In both cases, C27 ketone provoked a stronger response in females than C27 alkane and the control. A near-significant difference in STF was observed between C25–C27 ketones and C27 ketone, with elevated tongue-flick rates for C27 ketone. No statistically significant differences were found in females for INT or RUB in response to any of the compounds (Suppl. material
When compounds were grouped, females showed a statistically significant difference for STF between ketones and the control group, with higher values for the ketones. No significant differences were found in INT, RUB, or GTF among compound groups in females (Suppl. material
In the current study, we suggest that two of the ketones found in extracts of V. ammodytes by
To investigate whether C25 ketone and C27 ketone have a role in intraspecific communication and are a part of the female sex pheromone composition, we performed a series of behavioral assays. We noticed that nose-horned vipers tended to remain still or defensive in the presence of humans, which was confirmed by the statistical analyses of the videos—individuals started tongue-flicking on average after 291 seconds. Thus, we propose this methodology to be used when working with sedentary ambush predators such as vipers (
The main analyses show a statistically significant difference between males and females. The exploratory behavior was more typical for males, while females tended to stay still for most of the time during the experiments. This was confirmed by statistically significant differences in their reactions to the variables INT and RUB. Thus, for the purposes of the study and for conducting more accurate analyses, we performed separate statistical tests for males and females. This difference suggests confirmation of the assumption that females produce pheromones, attracting males to courtship, which is the case in many species of snakes (
Considering the aforementioned importance of chin-rubbing as a key behavior in sexual attraction, we suggest that male nose-horned vipers were more attracted to the combination of the two ketones than to the alkanes or the control, based on the results for RUB, and to some extent INT, although GTF and STF did not provide a statistically significant difference. However, since the results did not provide an extremely strong signal for the attraction of males towards the ketones separately, and the GTF and STF rates did not differ substantially, we hypothesize that additional compounds, included in the female sex pheromone, could make females even more attractive.
We also reject the hypothesis that the ketones participate in trailing behavior only, considering that they provoked not only interest in males but also chin-rubbing, which is a clear sign of sexual attraction. The importance of this behavior for vipers is described by
Thus, we suggest that either other compounds have a key role in the female attractiveness pheromone, or tests with a combination of a higher number of ketones could provoke a better response. We chose C25 ketone and C27 ketone for the current tests because these are the two most frequent ketones found in female nose-horned vipers, while other ketones, such as 2-nonadecanone, 2-heneicosanone, or 2-tricosanone, were only found in some individuals (
We also considered the results for females; however, these findings should be interpreted with caution due to high R-hat values and a large proportion of zero responses. The results indicate that female vipers exhibited higher GTF and STF towards certain ketones in comparison with other compounds, but the results are not entirely consistent. Even though they are rather challenging to interpret, they still suggest some attraction to the ketones. However, there were no significant differences in interest (INT) or chin-rubbing (RUB) behaviors, implying that the attraction is not related to mating behavior. This might mean that females simply recognize the potential presence of another individual if ketones are detected, but without exhibiting mating behaviors.
Assuming ketones are key components of female pheromones, their presence in male extracts is puzzling (
Another outstanding question is why some females refrain from producing the ketones presumed to function in mate attraction (
The different body conditions of male individuals might affect their behaviors and responses to different stimuli. As the current sample size would not allow for reliable conclusions on the effect of body size, we did not test for such a correlation, but further studies on the matter are required. In addition, the variation of hormonal levels might also alter snakes’ activity, so a parallel study on blood samples of the individuals during or after behavioral experiments can be a useful addition for future studies.
In the present study, we demonstrate that male Vipera ammodytes are the active participants in intersexual communication, whereas females exhibit comparatively passive behavior. Our findings suggest that 2-pentacosanone and 2-heptacosanone, identified in V. ammodytes extracts, elicit courtship-related behaviors in males and likely play a role in intraspecific communication, potentially contributing to the sex pheromone. Additionally, the combination of these ketones proved more attractive than either compound alone. However, the response was not strongly pronounced, indicating that other compounds may also influence intraspecific sexual behavior. We also speculate that long-chained ketones might be used by males for intrasexual communication, potentially providing a reproductive advantage, although this should be further investigated.
We thank Nikolay Todorov for designing the safety box used for photographing the vipers; Nadezhda Kostova and Tsvetelina Doncheva for their help with the sample concentration; and Kamelia Gechovska for performing the GC/MS analyses. We are also grateful to Sylvain Ursenbacher for his ideas and advice, which we incorporated into the discussion.
We thank the three anonymous reviewers for their suggestions and recommendations, which significantly improved the quality of the manuscript.
This study was supported by the Bulgarian National Science Fund under Grant Contract “KP-06-N21/11” from 14.12.2018. Scientific permits were issued by the Ministry of Environment and Waters (№ 861/13.01.2021).
Descriptive statistics of the four key variables analyzed—interest (INT), chin rubbing (RUB), general tongue-flick rates (GTF), and specific tongue-flick rates (STF)
Data type: xlsx
Explanation note: The dataset presents the descriptive statistics of the four key variables analyzed—interest (INT), chin rubbing (RUB), general tongue-flick rates (GTF), and specific tongue-flick rates (STF)—including minimum, maximum, and average values for both male and female individuals.
Results of the statistical analyses performed
Data type: docx
Explanation note: The supplementary material presents the results of all of the performed GLMMs with the respective confidence intervals (CI).
Behavioral data used for the statistical analyses
Data type: csv
Explanation note: The dataset includes the recorded interest (INT), chin rubbing (RUB), general tongue-flick rates (GTF), and specific tongue-flick rates (STF) for each behavioral test.
Graphs of the statistical results
Data type: pdf
Explanation note: The graphs represent the confidence intervals (CI) resulting from the performed statistical analyses, with the results of statistical significance marked in red.