Data from: The evolution of a placenta is not linked to increased brain size in poeciliid fishes
Data files
May 05, 2026 version files 105.33 KB
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Placental_Poeciliids_code.R
44.28 KB
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poeciliid_tree.tre
6.06 KB
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PoeciliidData.csv
47.02 KB
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README.md
7.47 KB
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ReproductiveOutput.csv
500 B
Abstract
Maternal investment is hypothesized to have a direct influence on the size of energetically costly organs, including the brain. In placental organisms, offspring are supplied with nutrients during prenatal development, potentially modulating brain size. Previous research has predominantly focused on mammalian species that exhibit both pre- and postnatal provisioning, in which effects on brain size have been observed during both developmental stages. Here, using eight poeciliid fish species, we test if those species with placental structures (i.e., matrotrophy) invest more resources into offspring brain development than species without placental structures (i.e., lecithotrophy). The prediction is that matrotrophy may entail higher nutrient provisioning rates to the developing embryo, resulting in larger offspring brain sizes, compared to species with a lecithotrophic strategy. To test this prediction, we took non-invasive brain size measurements during the first four weeks of life, comparing these to somatic growth measurements. Contrary to our expectations, we did not find any differences in brain size between the two maternal strategies in poeciliids. Furthermore, we did not find any differences in how relative brain size changed over ontogenetic development, between placental and non-placental species. In contrast to the marsupial/placental transition, the fish species investigated here only exhibit pre-natal provisioning, which may reduce the potential for maternal investment into brain size. Consequently, our results suggest that coevolution between placental structures and juvenile brain size is not a general pattern in vertebrates.
Authors: P. K. Rowiński1, J. Näslund1,2, W. Sowersby1,3, S. Eckerström-Liedholm1 and B. Rogell1,2
1Department of Zoology, Stockholm University, 106 91 Stockholm, Sweden
2Department of Aquatic Resources, Institute of Freshwater Research, Swedish University of Agricultural Sciences, Stångholmsvägen 2, 17893 Drottningholm, Sweden
3Arthur Rylah Institute for Environmental Research, Department of Energy, Environment and Climate Action, Heidelberg, 3084, Victoria, Australia.
Authors for correspondence:
Piotr K. Rowiński
email piotr.rowinski@lansstyrelsen.se
Present address:
Department of Water and Fisheries, Länsstyrelsen Västernorrland, 871 86 Härnösand, Sweden
Björn Rogell
email Bjorn.Rogell@slu.se
Present address:
Department of Aquatic Resources, Institute of Freshwater Research, Swedish University of Agricultural Sciences, Stångholmsvägen 2, 17893 Drottningholm, Sweden
The experimental procedures were approved by the Ethical Committee in Stockholm, Sweden (license N132/15). Data collection was supported by The Swedish Research Council grant to B.R. (grant number 2013-05064).
Summary: Maternal investment may influence the size of costly organs like the brain via prenatal nutrient provisioning, with placental (matrotrophic) species potentially supporting larger brain development than lecithotrophic species. Using eight poeciliid fish species, the study measured brain size during the first four weeks of life and compared it to somatic growth, predicting matrotrophy would yield larger brain sizes. Contrary to expectations, there were no differences in brain size or in how relative brain size changed through development between placental and non-placental species, suggesting that prenatal provisioning in these fish does not drive brain-size coevolution with placental structures.
Responsible for collecting data, and writing code: P. K. Rowiński
Creative Commons Open Source License for Code:
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R session info:
R version 4.3.1 (2023-06-16 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 11 x64 (build 26100)
Matrix products: default
locale:
[1] LC_COLLATE=Swedish_Sweden.utf8 LC_CTYPE=Swedish_Sweden.utf8
[3] LC_MONETARY=Swedish_Sweden.utf8 LC_NUMERIC=C
[5] LC_TIME=Swedish_Sweden.utf8
time zone: Europe/Stockholm
tzcode source: internal
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] MCMCglmm_2.36 ape_5.8-1 coda_0.19-4.1 Matrix_1.5-4.1 gridExtra_2.3
[6] ggplot2_4.0.0
loaded via a namespace (and not attached):
[1] vctrs_0.6.5 nlme_3.1-162 corpcor_1.6.10
[4] cli_3.6.4 rlang_1.1.5 purrr_1.0.4
[7] generics_0.1.4 tensorA_0.36.2.1 S7_0.2.0
[10] glue_1.8.0 scales_1.4.0 grid_4.3.1
[13] tibble_3.2.1 lifecycle_1.0.4 compiler_4.3.1
[16] dplyr_1.1.4 RColorBrewer_1.1-3 pkgconfig_2.0.3
[19] Rcpp_1.0.14 rstudioapi_0.17.1 farver_2.1.2
[22] lattice_0.21-8 digest_0.6.37 R6_2.6.1
[25] tidyselect_1.2.1 pillar_1.11.1 parallel_4.3.1
[28] cubature_2.1.1 magrittr_2.0.3 withr_3.0.2
[31] tools_4.3.1 gtable_0.3.6
Files:
PoeciliidData.csv
Description: data collected to generate main study findings
List of variables and their desctriptions:
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id - identity of the measured individual
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spec - species name
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fam - identity of the female who gave birth to the measured individual
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date - date when the photograph of brain was taken
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age - age in days after birth
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length - standard body length (from the tip of the nose to the end of the caudal peduncle, i.e. not including the caudal fin) in milimeters
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Opt.w - width of both optic tecta, measured in milimeters
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Opt.l - length of the right optic tectum, measured in milimeters
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Tel - length of the right telencephalon, measured in milimeters
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Cer - width of cerebellum, measured in milimeters
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logmatro - ln-transformed matrotrophy index from Pollux et al. (2014, Nature, 513:233-236), defined as the “estimated dry mass of the offspring at birth divided by the dry mass of the egg at fertilization”
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matro - a two-level factor variable, which is a measure of whether females do or do not provide offspring with nutrients, L - lecithotrophic when logmatro < 0, M - matrotrophic when logmatro > 0
ReproductiveOutput.csv
Description: data used to analyze if matrotrophic and lecithotrophic species differed in reproductive output during the study.
List of variables and their descriptions:
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Species - species name
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ln(MI) - ln-transformed matrotrophy index from Pollux et al. (2014, Nature, 513:233-236), defined as the “estimated dry mass of the offspring at birth divided by the dry mass of the egg at fertilization”
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matro - a two-level factor variable, which is a measure of whether females do or do not provide offspring with nutrients, lecithotrophic when ln(MI) < 0, matrotrophic when ln(MI) > 0
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nr_families - number of females that gave birth to individuals used in the study
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nr_individuals - number of offspring per species used in the study
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days - breeding period in days for each species
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output - species-mean number of offspring produced per female per day
poeciliid_tree.tre
Description: phylogenetic tree information according to Pollux et al. (2014, Nature, 513:233-236).
Placental_Poeciliids_code.R
Description: R code used to analyze the data and generate the tables and plots.
Includes the following:
-Code to generate plots of all figures included in the manuscript and supplementary information.
-Analysis investigating if slope of growth differs between the species by comparing models with and without random slopes.
-Analysis investigating if growth differs between the maternal strategies.
-Uploading and adjustments of the poecliid phylogenetic tree for the main analysis of brain size.
-Main analysis investigating differences in relative brain size between the two maternal strategies with separate models for different brain regions (optic tectum width and length, telencephalon, cerebellum).
-Code for generating the tables with results of the models.
-Code for calculation of the phylogenetic signal (Lambda, λ) values and plots for different models.
-Analysis of difference in reproductive output between the two maternal strategies.
