Activational and organizational effects of testosterone on the number of mating partners and reproductive success in males of a social rodent
Data files
Jul 11, 2024 version files 34.89 KB
Abstract
The timing of exposure to the steroid hormone, testosterone, produces activational and organizational effects in vertebrates. These activational and organizational effects are hypothesized to relate with the number of female mating partners and reproductive success in males. We tested this hypothesis by examining 151 wild degu (Octodon degus) males across a 10-year study. We quantified the association between adult serum testosterone levels (i.e., an indirect index of adult activational effects) and anogenital distance (AGD) length (i.e., a direct index of fetal organizational effects), and their interaction on the number of female mating partners and reproductive success. We found no evidence of an association between adult male serum testosterone levels and the number of female mating partners, or between adult male serum testosterone levels and reproductive success. However, male AGD was positively associated with reproductive success, but not so with the number of female mating partners. Additionally, the positive association between male AGD and male reproductive success was mediated by the number of mates. Our findings do not support major roles of activational or organizational effects of testosterone on the number of female mating partners and its consequences on male reproductive success. Instead, our results suggest that compared with individual male attributes, the female social environment plays a more important role in driving male reproductive success.
https://doi.org/10.5061/dryad.ngf1vhj3t
Data contained in this file correspond to individual and social group data from a wild population of degus (Octodon degus). This file only includes data for adult males. Data corresponds to data from mating season (austral winter), and ten years (2010-2019).
Description of the data and file structure
The file contains only one sheet that can be used to run the four models.
Variables included:
- Year (individual variable).
- Degu ID: Ear tag number or degu identity. Twelve individuals are present two times. For these individuals, each data must be considered as independent data (individual variable).
- Sex: M=male (individual variable).
- Focal AGD length (mm): is the length of the anogenital distance, expressed in millimeters, of the focal individuals (individual variable).
- Body mass (g): is the mean of body mass of focal males (individual variable).
- Testosterone level (nmol/L): is the measurement of serum testosterone, expressed in (nmol/L). As the testosterone variable does not have a normal distribution, to work with data, the testosterone variable should be transformed by Log (individual variable).
- T Log 10: is the Testosterone level (nmol/L) data but transformed with Log10. We made this transformation because Testosterone levels (nmol/L) does not distribute normally (individual variable).
- Group ID (SGID): The number of the social group to which the degu belonged. Alone=males that were not associated with any social group; Male pair= males that were in pairs of males without females.
- N° of offspring sired: is the number of pups that each male sire, measured at weaning (individual variable).
- Total n° of female mating partners: corresponds to the total number of females with which each male produce offspring (individual variable).
- N° of female mating partners within social group: corresponds to the number of females within the social group, with which each male produce offspring (individual variable).
- N° of female mating partners outside social group: corresponds to the number of females outside the social group, with which each male produce offspring (individual variable).
- Id female mating partners: corresponds to the ids of each female mating partners. This variable is not included in the analysis, in any model. Its function is to quantify the number of total couples, inside and outside the social group. NIM=unidentified mother. Genetically is a different female mating partner, that was not identified in the registry of animals for which we have genetic material data. It possibly corresponds to a female that was not captured and therefore does not have a DNA sample.
Blank cells correspond to cells where data do not exist
Software
Analyses were performed in R 4.1.3 (R Core Team 2022).
Linear mixed models (LMM) were fitted with the package LME4 1.1-31.
DHARMa 0.4.6 and MuMIn 1.46.0 packages were used to perform residual diagnostics and model selection routines, respectively.
Results 3.1
To test the prediction (i) about the potential effects of male serum testosterone levels, male anogenital distance (AGD), and the number of females within the social group, and their interactions, on the total number of female mating partners, run model model 1. This model run with n = 151 replicates, representing all males sampled (i.e., this examination included males with zero effective mates). The response variable is Total number of female mating partners.
To test prediction (ii) about the potential effects of male serum testosterone levels, male anogenital distance (AGD), and the number of females within the social group, and their interactions, on the number of female mating partners within the social group, run model model 2. This model run with n = 89 replicates, representing all males that sired some offspring and whose social group included at least one female. The response variable is Number of female mating partners within the social group.
To test prediction (iii) about the potential effects of male serum testosterone levels, male anogenital distance (AGD), and the number of females within the social group, and their interactions, on the number of female mating partners outside the social group, run model model 3. This model run with n = 107 replicates, representing all males that bred effectively. The response variable is Number of female mating partners outside the social group.
Results 3.2.
To test prediction (iv) about the potential effects of male serum testosterone levels, male anogenital distance (AGD), and the number of females mating partners, and their interactions, on the number of offspring sired by males at weaning, run model model 4. This model run with n = 107 replicates, representing all males that bred effectively. The response variable is Number of offspring sired at weaning.
In all models, year and social group ID (SGID), were random factors. All other factors were considered fixed factors. Serum testosterone does not distribute normally, so it must be included transformed with Log10.
Model fits were assessed with quantile residual dispersion. Best models were chosen by their AICc values and average model weight.