Latitudinal patterns in a reproductive trait driven by sexual selection
Data files
Apr 19, 2025 version files 303.80 KB
-
Experiment_2-1_Breeding_periods_of_male_individuals.zip
3.32 KB
-
Experiment_2-2_Operational_sex_ratio_in_the_wild.zip
3.35 KB
-
Experiment_3_Morphology_of_males_that_obtained_egg_sacs.zip
2.18 KB
-
Experiment_4_Plasticity_of_the_latitudinal_pattern_in_snout-vent_length_in_common_garden_experiment.zip
3.80 KB
-
Experiment_5_Latitudinal_pattern_of_sexual_dimorphism_in_adults_in_the_wild.zip
9.69 KB
-
Experiment_5_Latitudinal_pattern_of_snout-vent_length_in_adult_females_in_the_wild.zip
7.56 KB
-
Experiment_5_Latitudinal_pattern_of_snout-vent_length_in_adult_males_in_the_wild.zip
18.69 KB
-
Experiment_5_Relationship_between_OSR_and_SSD.zip
1.98 KB
-
Latitudinal_pattern_of_snout-vent_length_and_total_length_in_juveniles_in_the_wild.zip
1.83 KB
-
Latitudinal_pattern_of_snout-vent_length_and_total_length_in_larvae_in_the_wild.zip
2.07 KB
-
Morphological_analysis_data.xlsx
14.21 KB
-
Phylogenetic_analysis_data.xlsx
14.98 KB
-
README.md
20.59 KB
-
Relationship_between_male_total_length_and_female_total_length.zip
1.11 KB
-
Sample_information.xlsx
198.44 KB
Abstract
Many organisms with broad distributions show latitudinal variations in morphological phenotypes and life history traits, such as body size and phenology, in relation to environmental changes such as temperature along latitude. Such variations have usually been considered the result of natural selection, but sexual selection may also lead to these latitudinal patterns. Although a recent study has shown the latitudinal pattern in the strength of male‒male competition in medaka fish, such a latitudinal pattern related to sexual selection is rarely known in other organisms. Here, we show the latitudinal pattern of a reproductive trait driven by sexual selection in the Japanese black salamander (Hynobius nigrescens), where snout-vent length (SVL) in males predicts the outcome of male‒male competition over egg sacs. First, we conducted phylogenetic analyses to examine the phylogenetic pattern along latitude. From the constructed phylogenetic tree, this species was split into five lineages that were roughly divided along latitude. We also used field surveys to examine whether the operational sex ratio (OSR: an index of the strength of male‒male competition) varies across lineages with latitude. We found that the OSR was more biased toward males in a lineage distributed at lower latitudes due to its longer breeding period. We measured the SVLs of collected samples to determine if the latitudinal pattern also exists for SVL. Indeed, male SVLs were longer in lineages distributed at lower latitudes, whereas those in females did not differ among lineages. Our common garden experiment also showed that the individuals from a lineage distributed at lower latitudes had longer SVLs even when they grew under the same environmental conditions, suggesting that the latitudinal pattern in SVL is genetically determined. These results suggest that males at lower latitudes have evolved longer SVLs, driven by stronger male‒male competition. Our study provides the first example, to the best of our knowledge, of a latitudinal pattern driven by sexual selection and its evolutionary determinant in detail in the wild.
Description of the data and file structure
Sample information.xlsx: Sheet 1 contains the details of all samples used in this study. Collection site numbers and collection site names are the same as those in “morphological analysis data.xlsx” and “Phylogenetic analysis data.xlsx”. Experiment numbers are the same as those in the text. In the column named "Egg acquisition", "1" indicates a winning male, and "0" indicates a background male. Experimental data for latitudinal patterns of SVLs in larvae and juveniles are indicated as Experiment S10 (corresponding to Appendix S1: Fig. S10). Sheet 2 contains the details of the data in the experiment for “breeding period of male individuals” and “overall breeding period of females” in Experiment 2-1. Sheet 3 contains the details of the data in the experiment for the operational sex ratio in Experiment 2-2. The operational sex ratio was calculated as the number of female individuals per day/the number of male individuals participating in breeding (= total number of pairs of egg sacs × proportion of sexually receptive male individuals). The latitude and longitude of the sampling sites are not shown here to discourage overhunting and habitat disturbance.
Morphological analysis data.xlsx: Information on sampling sites and the numbers of adult males, adult females, larvae and juveniles of H. nigrescens used in morphological analysis.
Phylogenetic analysis data.xlsx: Information on sampling sites and the number of individuals in each lineage split by phylogenetic analysis in H. nigrescens.
#Experiment 2-1_Breeding periods of male individuals
Relative_breeding_period.csv: In Experiment 2-1, this data was used for statistical analysis. Please refer to "Experiment2-1_Script.txt".
Experiment2-1_Script.txt: Scripts for statistical analysis in Experiment 2-1. We used the relative breeding period of the male as the response variable, and the lineage as the explanatory variable.
RBP_Central-eastern_vs_Central-western.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between central-eastern lineage and central-western lineage. Please refer to "Experiment 2-1_Script.txt"
RBP_Central-eastern_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between central-eastern lineage and southern lineage. Please refer to "Experiment 2-1_Script.txt"
RBP_Central-western_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between central-western lineage and southern lineage. Please refer to "Experiment 2-1_Script.txt"
RBP_Northern_vs_Central-eastern.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between northern lineage and central-eastern lineage. Please refer to "Experiment 2-1_Script.txt"
RBP_Northern_vs_Central-western.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between northern lineage and central-western lineage. Please refer to "Experiment 2-1_Script.txt"
RBP_Northern_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-1 to compare the relative breeding periods between northern lineage and southern lineage. Please refer to "Experiment 2-1_Script.txt".
#Experiment 2-2_Operational sex ratio in the wild
OSR.csv: In Experiment 2-2, this data was used for statistical analysis. Please refer to "Experiment 2-2_Script.txt".
OSR_Central-eastern_vs_Central-western.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between Central-eastern lineage and Central-western lineage. Please refer to "Experiment 2-2_Script.txt".
OSR_Central-eastern_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between central-eastern lineage and southern lineage. Please refer to "Experiment 2-2_Script.txt".
OSR_Central-western_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between central-western lineage and southern lineage. Please refer to "Experiment 2-2_Script.txt".
OSR_Northern_vs_Central-eastern.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between northern lineage and central-eastern lineage. Please refer to "Experiment 2-2_Script.txt".
OSR_Northern_vs_Central-western.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between northern lineage and central-western lineage. Please refer to "Experiment 2-2_Script.txt".
OSR_Northern_vs_Southern.csv: Data used for the post-hoc test in Experiment 2-2 to compare the operational sex ratio between northern lineage and southern lineage. Please refer to "Experiment 2-2_Script.txt".
Experiment 2-2_Script.txt: Scripts for statistical analysis in Experiment 2-2. We used the OSR as the response variable and the lineage as the explanatory variable.
#Experiment 3 _Morphology of males that obtained egg sacs
Egg_acquisition.csv: In Experiment 3, this data was used for statistical analysis and for drawing the figure. Please refer to "Experiment 3_SVL_relative_to_TOL_Script.txt", "Experiment 3_TOL_Script.txt" and "Experiment 3_Figure_Script.txt".
Experiment 3_SVL_relative_to_TOL_Script.txt: Scripts for statistical analysis in Experiment 3. We used egg acquisition as the response variable, and SVL relative to TOL (SVL/TOL) as explanatory variable.
Experiment 3_TOL_Script.txt: Scripts for statistical analysis in Experiment 3. We used egg acquisition as the response variable, and TOL as explanatory variable.
Experiment 3_Figure_Script.txt: Scripts for the drawing of the figure in Experiment 3.
Egg_acquisition_Nishimeya.csv: Data of egg acquisition in site 7 (northern lineage). In Experiment 3, this data was used to plot the data of site 7. Please refer to "Experiment 3_Figure_Script".
Egg_acquisition_Tokamachi.csv: Data of egg acquisition in site 66 (central-western lineage). In Experiment 3, this data was used to plot the data of site 66. Please refer to "Experiment 3_Figure_Script".
#Experiment 4_Plasticity of the latitudinal pattern in snout-vent length in common garden experiment
Rearing.csv: In Experiment 4, this data was used for statistical analysis and for the drawing of the figure. Please refer to "Experiment 4_Script.txt:" and "Experiment 4_Figure_Script.txt".
Experiment 4_Script.txt: Scripts for statistical analysis in Experiment 4. We used SVL as the response variable and TOL, the lineage, the interaction between TOL and lineage and rearing temperature (15°C or 20°C) as explanatory variables.
Rearing_Northern.csv: Data of northern lineage in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Rearing_Southern.csv: Data of southern lineage in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Rearing_Northern15.csv: Data of northern lineage reared at 15°C in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Rearing_Northern20.csv: Data of northern lineage reared at 20°C in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Rearing_Southern15.csv: Data of southern lineage reared at 15°C in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Rearing_Southern20.csv: Data of southern lineage reared at 20°C in Experiment 4. This data was used for the drawing of the figure. Please refer to "Experiment 4_Figure_Script.txt".
Experiment 4_Figure_Script.txt: Scripts for the drawing of the figure in Experiment 4.
#Experiment 5_Latitudinal pattern of snout-vent length in adult females in the wild
Female.csv: In Experiment 5, this data was used for statistical analysis and for the drawing of the figure in female. Please refer to "Experiment 5_Female_Script.txt" and "Experiment 5_Female_Figure_Script.txt".
Fe_Central-eastern_vs_Central-western.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between central-eastern lineage and central-western lineage. Please refer to "Experiment 5_Female_Script.txt".
Fe_Central-eastern_vs_Southern.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between central-eastern lineage and southern lineage. Please refer to "Experiment 5_Female_Script.txt".
Fe_Central-western_vs_Southern.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between central-western lineage and southern lineage. Please refer to "Experiment 5_Female_Script.txt"
Fe_Northern_vs_Central-eastern.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between northern lineage and central-eastern lineage. Please refer to "Experiment 5_Female_Script.txt"
Fe_Northern_vs_Central-western.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between northern lineage and central-western lineage. Please refer to "Experiment 5_Female_Script.txt"
Fe_Northern_vs_Southern.csv: Data used for the post-hoc test of female in Experiment 5 to compare the SVLs of females between northern lineage and southern lineage. Please refer to "Experiment 5_Female_Script.txt"
Experiment 5_Female_Script.txt: Scripts for statistical analysis of female in Experiment 5. We used SVL as the response variable and TOL, the lineage, and the interaction between TOL and lineage as explanatory variables.
Fe_Northern.csv: Data of female in northern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Female_Figure_Script.txt".
Fe_Central-eastern.csv: Data of female in central-eastern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Female_Figure_Script.txt".
Fe_Central-western.csv: Data of female in central-western lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Female_Figure_Script.txt".
Fe_Southern.csv: Data of female in southern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Female_Figure_Script.txt".
Experiment 5_Female_Figure_Script.txt: Scripts for the drawing of the figure of female in Experiment 5.
#Experiment 5_Latitudinal pattern of snout-vent length in adult males in the wild
Male.csv: In Experiment 5, this data was used for statistical analysis and for the drawing of the figure in male. Please refer to "Experiment 5_Male_Script.txt" and "Experiment 5_Male_Figure_Script.txt".
Ma_Central-eastern_vs_Central-western.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between central-eastern lineage and central-western lineage. Please refer to "Experiment 5_Male_Script.txt".
Ma_Central-eastern_vs_Southern.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between central-eastern lineage and southern lineage. Please refer to "Experiment 5_Male_Script.txt".
Ma_Central-western_vs_Southern.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between central-western lineage and southern lineage. Please refer to "Experiment 5_Male_Script.txt".
Ma_Northern_vs_Central-eastern.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between northern lineage and central-eastern lineage. Please refer to "Experiment 5_Male_Script.txt".
Ma_Northern_vs_Central-western.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between northern lineage and central-western lineage. Please refer to "Experiment 5_Male_Script.txt".
Ma_Northern_vs_Southern.csv: Data used for the post-hoc test of male in Experiment 5 to compare the SVLs of males between northern lineage and southern lineage. Please refer to "Experiment 5_Male_Script.txt".
Experiment 5_Male_Script.txt: Scripts for statistical analysis of male in Experiment 5. We used SVL as the response variable and TOL, the lineage, and the interaction between TOL and lineage as explanatory variables.
Ma_Northern.csv: Data of male in northern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Male_Figure_Script.txt".
Ma_Central-eastern.csv: Data of male in central-eastern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Male_Figure_Script.txt".
Ma_Central-western.csv: Data of male in central-western lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Male_Figure_Script.txt".
Ma_Southern.csv: Data of male in southern lineage in Experiment 5. This data was used for the drawing of the figure. Please refer to "Experiment 5_Male_Figure_Script.txt".
Experiment 5_Male_Figure_Script.txt: Scripts for the drawing of the figure of male in Experiment 5.
#Experiment 5_Latitudinal pattern of sexual dimorphism in adults in the wild
Sexual_dimorphism_Northern.csv: This data was used for statistical analysis and for drawing of the figure to examine the difference between sexes in northern lineage. Please refer to "Sexual dimprphism_Script.txt" and "Sexual dimorphism_Figure_Script.txt".
Sexual_dimorphism_Central-eastern.csv: This data was used for statistical analysis and for drawing of the figure to examine the difference between sexes in central-eastern lineage. Please refer to "Sexual dimprphism_Script.txt" and "Sexual dimorphism_Figure_Script.txt".
Sexual_dimorphism_Central-western.csv: This data was used for statistical analysis and for drawing of the figure to examine the difference between sexes in central-western lineage. Please refer to "Sexual dimprphism_Script.txt" and "Sexual dimorphism_Figure_Script.txt".
Sexual_dimorphism_Southern.csv: This data was used for statistical analysis and for drawing of the figure to examine the difference between sexes in southern lineage. Please refer to "Sexual dimprphism_Script.txt" and "Sexual dimorphism_Figure_Script.txt".
Experiment 5_Sexual_dimorphism_Script.txt: Scripts for statistical analysis to examine the difference between sexes in each lineage. We used SVL as the response variable and TOL, sex, and the interaction between TOL and sex as explanatory variables.
Fe_Sexual_dimorphism_Northern.csv: Data of female to draw a figure of sexual dimorphism in northern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Ma_Sexual_dimorphism_Northern.csv: Data of male to draw a figure of sexual dimorphism in northern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Fe_Sexual_dimorphism_Central-eastern.csv: Data of female to draw a figure of sexual dimorphism in central-eastern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Ma_Sexual_dimorphism_Central-eastern.csv: Data of male to draw a figure of sexual dimorphism in central-eastern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Fe_Sexual_dimorphism_Central-western.csv: Data of female to draw a figure of sexual dimorphism in central-western lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Ma_Sexual_dimorphism_Central-western.csv: Data of male to draw a figure of sexual dimorphism in central-western lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Fe_Sexual_dimorphism_Southern.csv: Data of female to draw a figure of sexual dimorphism in southern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Ma_Sexual_dimorphism_Southern.csv: Data of male to draw a figure of sexual dimorphism in southern lineage. Please refer to "Sexual dimorphism_Figure_Script.txt".
Experiment 5_Sexual dimorphism_Figure_Script.txt: Scripts for drawing a figure of sexual dimorphism.
#Experiment 5_Relationship between OSR and SSD
PGLS.csv: The data for statistical analysis and for drawing figure in PGLS. Please refer to "PGLS_OSR_and_SSD_Script" and "PGLS_OSR_and_SSD_Figure_Script".
PGLS_OSR_and_SSD_Script.txt: Scripts for statistical analysis in PGLS. We used SSD as the response variable and OSR and annual mean temperature as explanatory variables.
ultrametric_OSR_and_SSD.nwk: This data was used for statistical analysis and for drawing figure in PGLS. Please refer to "PGLS_OSR_and_SSD_Script" and "PGLS_OSR_and_SSD_Figure_Script".
Northern.csv: Data used to draw the figure of the relationship between SSD and OSR in the northern lineage. Please refer to " PGLS_OSR_and_SSD_Figure_Script.txt".
Central-eastern.csv: Data used to draw the figure of the relationship between SSD and OSR in the central-eastern lineage. Please refer to " PGLS_OSR_and_SSD_Figure_Script.txt".
Central-western.csv: Data used to draw the figure of the relationship between SSD and OSR in the central-western lineage. Please refer to " PGLS_OSR_and_SSD_Figure_Script.txt".
Southern.csv: Data used to draw the figure of the relationship between SSD and OSR in the southern lineage. Please refer to " PGLS_OSR_and_SSD_Figure_Script.txt".
PGLS_OSR_and_SSD_Figure_Script.txt: Scripts for drawing the figure showing the relationship between SSD and OSR in PGLS.
Relationship between male total length and female total length
genetic_correlation.csv: The data for statistical analysis and for drawing figure in PGLS. Please refer to "PGLS_genetic_correlation_TOL_Script.txt" and "PGLS_genetic_correlation_TOL_Figure_Script.txt".
PGLS_genetic_correlation_TOL_Script.txt: Scripts for statistical analysis in PGLS. We used male TOL as the response variable and female TOL as the explanatory variable.
PGLS_genetic_correlation_TOL_Figure_Script.txt: Scripts for drawing a figure showing the relationship between male TOL and female TOL in PGLS.
ultrametric_genetic_correlation.nwk: This data was used for statistical analysis and for generating figure in PGLS. Please refer to "PGLS_genetic_correlation_TOL_Script.txt" and "PGLS_genetic_correlation_TOL_Figure_Script.txt".
#Latitudinal pattern of snout-vent length and total length in larvae in the wild
Larva.csv: This data was used for statistical analysis and for drawing the figure in larvae. Please refer to "Larva_SVL_Script.txt", "Larva_TOL_Script.txt" and "Larva_Figure_Script.txt".
Larva_SVL_Script.txt: Scripts for statistical analysis of the SVL in larvae. We used SVL as the response variable and TOL, lineage, the interaction between TOL and lineage, and annual mean temperature as explanatory variables.
Larva_TOL_Script.txt: Scripts for statistical analysis of TOL in larvae. We used TOL as the response variable and lineage and annual mean temperature as explanatory variables.
Larva_Northern.csv: Data of northern lineage in larva. This data was used for the drawing of the figure. Please refer to "Larva_Figure_Script.txt".
Larva_Southern.csv: Data of southern lineage in larva. This data was used for the drawing of the figure. Please refer to "Larva_Figure_Script.txt".
Larva_Figure_Script.txt: Scripts for drawing a figure showed relationship between TOL and SVL in larva.
#Latitudinal pattern of snout-vent length and total length in juveniles in the wild
Juvenile.csv: This data was used for statistical analysis and for generating figure for juveniles. Please refer to "Juvenile_SVL_Script.txt", "Juvenile_TOL_Script.txt" and "Juveile_Figure_Script.txt".
Juvenile_SVL_Script.txt: Scripts used for statistical analysis of SVL in juveniles. We used SVL as the response variable and TOL, lineage, the interaction between TOL and lineage, and annual mean temperature as explanatory variables.
Juvenile_TOL_Script.txt: Scripts used for statistical analysis of TOL in juveniles. We used TOL as the response variable and lineage and annual mean temperature as explanatory variables.
Juvenile_Northern.csv: Data of northern lineage in juvenile. This data was used for the drawing of the figure. Please refer to "Juvenile_Figure_Script.txt".
Juvenile_Southern.csv: Data of southern lineage in juvenile. This data was used for the drawing of the figure. Please refer to "juvenile_Figure_Script.txt".
Juvenile_Figure_Script.txt: Scripts for drawing a figure showed relationship between TOL and SVL in juvenile.
- Morii, Ryota; Yasuda, Shona; Nishino, Atsuo; Ikeda, Hiroshi (2025). Latitudinal patterns in a reproductive trait driven by sexual selection. Zenodo. https://doi.org/10.5281/zenodo.8267286
- Morii, Ryota; Yasuda, Shona; Nishino, Atsuo; Ikeda, Hiroshi (2025). Latitudinal patterns in a reproductive trait driven by sexual selection. Zenodo. https://doi.org/10.5281/zenodo.8267287
- Morii, Ryota; Yasuda, Shona; Nishino, Atsuo S.; Ikeda, Hiroshi (2025). Latitudinal patterns in a reproductive trait driven by sexual selection. Ecological Monographs. https://doi.org/10.1002/ecm.70017
