Bulk tissue versus amino acid carbon stable isotopes to reveal the diet and basal resource use of an invasive rodent
Data files
Oct 23, 2025 version files 180.99 KB
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House_Mouse_Metadata.csv
29.96 KB
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House_Mouse_SIA_Data.csv
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R_script.R
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README.md
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TableS1.csv
841 B
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TableS2.csv
707 B
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TableS3.csv
16.11 KB
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TableS4.csv
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TableS5.csv
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TableS6.csv
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TableS7.csv
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TableS8.csv
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Abstract
Stable isotope analysis is widely used to reconstruct food webs, characterize trophic relationships, and estimate dietary composition. However, bulk tissue stable isotope analysis (BSIA) can yield diffuse or imprecise estimates when dietary sources are isotopically similar. We compared carbon stable isotope analysis of amino acids (δ13C-EAA values) with BSIA (δ13C and δ15N values) to estimate diet composition and basal resource use of non-native, invasive house mice (Mus musculus) on Sand Island, part of a remote atoll in the north Pacific Ocean. We aimed to assess whether δ13C-EAA values could improve source differentiation and yield more precise diet estimates and to evaluate whether δ13C-EAA fingerprints could provide insight into the origin and use of basal resources by mice.
We applied a Bayesian mixing model using δ13C-EAA values from a subset of 10 mice and associated diet items, with sample selection guided by existing BSIA and next-generation sequencing datasets. Diet estimates from the δ13C-EAA model closely resembled those from the BSIA-based model (n = 90): arthropods dominated the mouse diet, with smaller contributions from seabirds and plants. Moreover, estimates from the δ13C-EAA model were more consistent and precise than those from a BSIA model using the same 10 individuals, underscoring the value of informed sample selection. Although the use of δ13C-EAA values did not substantially improve separation among isotopically similar sources, it reinforced our previous findings.
We also used δ13C-EAA fingerprinting to reconstruct basal resource use. Mice obtained most of their essential amino acids from aquatic basal sources—likely through direct consumption of seabird tissues or indirect consumption of scavenging arthropods—whereas terrestrial resources contributed far less. These findings highlight the role of marine-derived nutrients in this food web and suggest that mice may reroute energy and nutrients in the Sand Island system by exploiting marine subsidies.
Collectively, our results suggest that δ13C-EAA values are most effective when paired with pre-existing ecological knowledge, especially for omnivores in complex food webs. Applied judiciously, this method may strengthen ecological inferences and provide additional insight into impacts of invasive species—particularly in vulnerable island ecosystems.
Dataset DOI: 10.5061/dryad.4f4qrfjqg
Description of the data and file structure
For this study, we used existing samples of house mouse hair and known diet items (including plants, arthropods, and mōlī feathers) from Sand Island of Kuaihelani, collected between April 2018 to November 2021 (Holthuijzen et al. 2023). Hair and fecal samples were obtained from 318 mice captured via a series of traplines across four main habitat types, set approximately every eight weeks. Our experimental design allowed us to account for differences in food source composition, availability, and accessibility throughout the island. All samples were dried and homogenized before analysis; samples were processed for carbon isotope analysis of amino acids at the Stable Isotope Facility at the University of California, Davis.
Files and variables
File: TableS1.csv
Description: Table S1. NGS data of arthropods consumed by the herbland house mouse sample subset (n = 10). “FOO” indicates frequency of occurrence for a specific taxon; “%FOO” indicates percentage frequency of occurrence for a specific taxon.
Variables
- Order = order of each taxon
- Family = family of each taxon
- Genus = genus of each taxon
- Species = species of each taxon
- FOO = frequency of occurrence for each taxon
- %FOO = percentage frequency of occurrence for each taxon
File: TableS2.csv
Description: Table S2. NGS data of plants consumed by the herbland house mouse sample subset (n = 10). “FOO” indicates frequency of occurrence for a specific taxon; “%FOO” indicates percentage frequency of occurrence for a specific taxon.
Variables
- Order = order of each taxon
- Family = family of each taxon
- Genus = genus of each taxon
- Species = species of each taxon
- FOO = frequency of occurrence for each taxon
- %FOO = percentage frequency of occurrence for each taxon
File: TableS3.csv
Description: Table S3. Means and standard deviations for amino acid δ13C values of mouse samples (n = 10) and diet item samples (n = 26). Relevant metadata are also included for each sample, including species name, sample mass, tissue type(s) analyzed, date collected, and location collected.
Variables
- CSIA_ID, Submission_ID, Original_ID = various IDs used to identify individual house mouse and diet item samples
- Species = species of each taxon (house mouse or diet item)
- Order = order of each taxon
- CSIA_sample_mass_mg = mass of each sample in milligrams for carbon stable isotope analysis of amino acids
- CSIA_tissue = type of tissue of each sample used for carbon stable isotope analysis of amino acids
- CSIA_comments = comments on the composition of each sample
- Group1 = mice and diet item samples (grouped into four categories a posteriori for reporting)
- Group2 = mice and diet item samples (grouped into five categories for diet reconstruction)
- Date_collected = date each sample was collected
- Location_collected = description of where each sample was collected on Sand Island
- Latitude, Longitude = coordinates of the exact location where each sample was collected on Sand Island
- Sex, Age = sex and age of house mouse and Laysan albatross samples
- Trap = ID of trap where arthropods or house mice were captured
- Trapline_ID = ID of trapline where arthropods or house mice were captured
- Habitat_type = habitat type where each sample was obtained
- Trapping_session = trapping session during which each sample was obtained
- BSIA_sample_mass_mg = mass of each sample in milligrams for bulk tissue stable isotope analysis
- %N, δ15N_vs_AIR_(‰) = bulk tissue %N and δ15N value for each sample
- %C, δ13C_vs_VPDB_(‰) = bulk tissue %C and δ13C value for each sample
- BSIA_tissue = type of tissue of each sample used for bulk tissue stable isotope analysis
- Remaining columns = mean and SD δ13C values for each amino acid (designated by a three-letter code) for each sample
File: TableS4.csv
Description: Table S4. δ13C values of isoleucine (Ile), leucine (Leu), lysine (Lys), phenylalanine (Phe), threonine (Thr), and valine (Val) for samples compiled from previously published studies. Each sample is assigned to a basal resource category (aquatic, bacterial, fungal, or terrestrial) based on classifications reported in the original studies.
Variables
- Citation = citation of published study
- Group = classification of each sample into one of four basal resource categories (aquatic, bacterial, fungal, or terrestrial)
- Taxon = taxon of each sample
- Origin = location where each sample was collected
- Remaining columns = δ13C-EAA values of Ile, Leu, Lys, Phe, Thr, and Val for each sample
File: TableS5.csv
Description: Table S5. Summary of the estimated contributions from four (combined) source groups overall and among individual house mice (n = 10) based on mean-centered δ13C-EAA values. Source contributions are reported (in %) as mean values, standard deviation, and at various quantiles.
Variables
- ID = overall (i.e., "global" in the mixing model) and ID for each individual house mouse sample
- Source = one of four diet source groups (arthropods, C3 plants, C4 plants, and mōlī / Laysan albatross)
- Mean = mean estimate of each diet source contribution
- SD = SD of each diet source contribution
- Remaining columns = quantiles of each diet source contribution
File: TableS6.csv
Description: Table S6. Summary of the estimated contributions from five source groups overall and among individual house mice (n = 10) based on mean-centered δ13C-EAA values. Source contributions are reported (in %) as mean values, standard deviation, and at various quantiles.
Variables
- ID = overall (i.e., "global" in the mixing model) and ID for each individual house mouse sample
- Source = one of five diet source groups (C3 plants, C4 plants, Diptera-Ixodida, Hymenoptera-Isopoda, and mōlī / Laysan albatross)
- Mean = mean estimate of each diet source contribution
- SD = SD of each diet source contribution
- Remaining columns = quantiles of each diet source contribution
File: TableS7.csv
Description: Table S7. Summary of the estimated contributions from four source groups overall and among individual house mice (n = 10) based on bulk tissue δ13C and δ15N values. Source contributions are reported (in %) as mean values, standard deviation, and at various quantiles.
Variables
- ID = overall (i.e., "global" in the mixing model) and ID for each individual house mouse sample
- Source = one of four diet source groups (arthropods, C3 plants, C4 plants, and mōlī / Laysan albatross)
- Mean = mean estimate of each diet source contribution
- SD = SD of each diet source contribution
- Remaining columns = quantiles of each diet source contribution
File: TableS8.csv
Description: Table S8. Summary of the estimated contributions from basal resource categories overall and among individual house mice (n = 10) based on mean-centered δ13C-EAA values. Basal resource contributions are reported (in %) as mean values, standard deviation, and credible interval.
Variables
- ID = overall (i.e., "global" in the mixing model) and ID for each individual house mouse sample
- Basal resource = one of two basal resource categories (aquatic or terrestrial)
- Mean = mean estimate of each basal resource contribution
- SD = SD of each basal resource contribution
- Remaining columns = quantiles of each basal resource contribution
File: House_Mouse_Metadata.csv
Description: House mouse metadata. Metadata on house mouse (Mus musculus) samples collected from Sand Island between April 2018 to May 2019 (n = 318). Metadata include individual IDs, species scientific name, order, sex, and age, as well as information regarding the date and location collected.
Variables
- SIA ID, NGS ID = various IDs used to identify individual house mouse samples for stable isotope analysis (SIA) and next-generation sequencing (NGS)
- Scientific Name = species of each taxon (Mus musculus)
- Order = order of each taxon (Rodentia)
- Date Collected = date each sample was collected
- Sex, Age = sex and age of each house mouse sample
- Trap = ID of trap where each sample was captured
- Trapline ID = ID of trapline where each sample was captured
- Habitat Type = habitat type where each sample was obtained
- Trapping Session = trapping session during which each sample was obtained
- Latitude, Longitude = coordinates ofthe exact location where each sample was collected on Sand Island
File: House_Mouse_SIA_Data.csv
Description: House mouse bulk tissue stable isotope data. Bulk tissue stable isotope data (δ13C and δ15N values) for house mice (Mus musculus) collected from Sand Island between April 2018 to May 2019 (n = 318).
Variables
- SIA ID = ID used to identify individual house mouse samples for stable isotope analysis (SIA)
- Sample Mass (mg) = mass of each sample in milligrams for bulk tissue stable isotope analysis
- % N, δ15N vs AIR (‰) = bulk tissue %N and δ15N value for each sample
- % C, δ13C vs VPDB (‰) = bulk tissue %C and δ13C value for each sample
- Tissue = type of tissue of each sample used for bulk tissue stable isotope analysis
- Notes = Comments on individual samples regarding values or analysis
File: R_script.R
Description: R script associated with figures and analyses for the associated manuscript.
Code/software
- PRIMER-e v7
- R v4.1.2 (all packages listed in R script)
Access information
Other publicly accessible locations of the data used in this manuscript:
- Holthuijzen, W. A., E. N. Flint, S. J. Green, J. H. Plissner, D. Simberloff, D. Sweeney, C. A. Wolf, and H. P. Jones. 2023a. An invasive appetite: combining molecular and stable isotope analyses to reveal the diet of introduced house mice (Mus Musculus) on a small, subtropical island. PLoS ONE 18(10):e0293092.
- Holthuijzen, W. A., E. N. Flint, S. J. Green, J. H. Plissner, D. Simberloff, D. Sweeney, C. A. Wolf, and H. P. Jones. 2023b. An invasive appetite: combining molecular and stable isotope analyses to reveal the diet of introduced house mice (Mus Musculus) on a small, subtropical island [Dataset]. Dryad: 10.5061/dryad.q573n5tnn
