Resistance and tolerance to imperfectly specialized parasites: Milkweed butterflies and their protozoan parasites
Data files
Mar 06, 2025 version files 153.86 KB
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data_dictionary_mwv_resist_tol.csv
3.88 KB
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data_mwv_resist_tol.csv
147.81 KB
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README.md
2.17 KB
Abstract
Understanding host specificity and cross-species transmission of parasites is crucial for predicting the risk and consequences of parasite spillover. We experimentally examined these dynamics in two closely related, sympatric, milkweed butterfly hosts: monarchs (Danaus plexippus) and queens (D. gilippus). The debilitating protozoan Ophryocystis elektroscirrha (OE) infects wild monarchs throughout their range, and similar neogregarine parasites have been reported from queens. We compared host resistance and tolerance to infection between hosts exposed to parasites of conspecific and heterospecific origin and examined whether differences in immune investment reflected variation in infection outcomes. Results showed that monarchs were highly susceptible to both conspecific and heterospecific parasites. In contrast, queens were susceptible almost exclusively to conspecific parasites. Queens showed greater tolerance to infection and greater immune defense in the form of melanization activity and concentrations of encapsulating hemocytes. Additionally, monarch parasites caused higher pre-adult mortality and more wing deformities than queen parasites. Given that OE can reduce monarch abundance and migratory performance, and that monarchs overlap with butterflies that host similar parasites, quantifying cross-infection outcomes is important for conservation management of these two butterfly species. The greater susceptibility and costs of infection in monarchs suggest potential fitness trade-offs against resistance and tolerance to infection in migratory hosts and underscores the need to identify factors that limit hosts’ adaptation to parasites.
https://doi.org/10.5061/dryad.vhhmgqp2t
Description of the data and file structure
Code and data files to perform the analysis of milkweed butterfly resistance and tolerance to OE and OE-like parasites.
R scripts were created sequentially (1-6), and would need to be run sequentially to recreate the analysis.
However, RDATA files are provided and saving commands have been commented out so that each file can be run independently and files are not overwritten. R scripts can be run using the provided raw data files (CSV and described below).
In all data files NA = not available/not applicable
Main data files
Clean compiled final dataset
data_mwv_resist_tol.csv
Data dictionary to accompany “data_mwv_resist_tol.csv”
data_dictionary_mwv_resist_tol.csv
Raw data files
Sex, weight, eclosion data, and pupal infection scores per individual
adult_scores.csv
Experimental results, pre-cleanup
cross-inf-exp.csv
Hemocyte counts and differencials
mq-hemocyte_counts.csv
Absorbance reads per time from phenoloxidase assays
po-reads.csv
Oocyst counts per individual
spore_loads.csv
Average pixel density of all black portions of the wing
wing_color_black.csv
Forewing characteristics by individual
wing_features.csv
Code/Software
R code scripts provided. Scripts were created in R version 4.0.4
Data cleanup from cross-infection experiment
1_data.cleanup.R
Compile, summarize, and analyze data from phenoloxidase (PO) assays
2a_imm_PO.R
Analyze data from PO assays (statistical models)
2b_imm_PO_models.R
Visualize PO curves
2c_PO_curves.R
Compile, summarize, and analyze data from immune cells density and differentials
3_imm_cellular.R
Compile, summarize, and analyze butterfly fitness outcomes
4_fitness.R
Compile, summarize, and analyze infection outcomes; butterfly resistance, and tolerance
5_outcome.R
Format and compile the main figures
6_compile_figure.R
We performed controlled cross-infection experiments on monarch and queen butterflies using conspecific and heterospecific parasite strains. Caterpillars were assigned to receive either no parasites, parasites from queens, or parasites from monarchs. Within each host-parasite source combination, caterpillars were fed either swamp or tropical milkweed from the day of inoculation until pupation. This design resulted in 12 treatment combinations of butterfly species x parasite source x plant diet combinations. A subset of caterpillars was bled at the 5tth instar to estimate hemocyte concentration, hemocyte differentials, and the activity of the enzyme phenoloxidase as metrics of immune defense. We quantified measures indicative of host fitness and to inform analyses of host resistance and tolerance to infection.