Not just mutations: Inbreeding depression persists without genetic variation
Data files
Jun 05, 2026 version files 75.76 KB
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epidataset.xlsx
70.32 KB
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README.md
5.45 KB
Abstract
Inbreeding depression (ID) —the reduction in fitness with increasing parental relatedness—is classically attributed to the expression of recessive deleterious mutations in homozygous individuals. Yet, the assumption that ID can only arise from changes in genetic heterozygosity has rarely, if ever, been directly tested. To test this, we produced highly inbred lines (F=0.99999997) of the freshwater snail Physa acuta and generated offspring that differed in parental relatedness (self-fertilization, sib- or cousin-matings) while their parents, produced by crossing two inbred lines, all shared an identical genome. Several fitness traits showed significant declines with increasing parental relatedness. These traits included juvenile survival, body size, and self-fertility, and the magnitude of their decline was equivalent to a substantial fraction of the ID observed in natural, genetically polymorphic populations of Physa acuta. Individual-based simulations demonstrated that spontaneous mutation rates compatible with natural levels of ID are far too low to account for the magnitude of ID observed here. These findings suggest that non-genetic mechanisms, most plausibly involving heritable epigenetic changes, can generate ID even in genetically uniform populations. This challenges the long-standing view that ID arises exclusively from genetic homozygosity and highlights the need to investigate epigenetic contributions to inbreeding depression.
Dataset Overview
This dataset contains experimental data collected from controlled crosses across multiple generations (F2, F3, F4). The study investigates the effects of mating system treatments (self-fertilization vs. different types of cross-fertilization) on reproductive output, hatching success, and body weight.
The dataset includes:
- Maternal lineage information
- Parental family structure
- Type of mating treatment
- Egg production
- Offspring counts
- Hatching success
- Body weight measurements
- Reproductive output in subsequent generations
All variables, abbreviations, and coding schemes are described below.
File Description
epidataset.xlsx
Main dataset containing one row per F2 mother (and associated F3/F4 measurements).
Each row represents a unique observational unit identified by the variable Obs.
Experimental Design Summary
- F2 individuals were assigned to different mating treatments.
- F3 offspring were produced under these treatments.
- A subset of F3 individuals was raised to adulthood.
- Reproductive output and body weight were measured.
- F4 egg production was recorded after pairing.
Software Requirements
The dataset can be opened with:
- R (version ≥ 4.0 recommended)
- Python (pandas library)
- Excel or other spreadsheet software
No proprietary software is required.
If reproducing analyses from the manuscript, please use R.
Variable Definitions
Lineage and Family Structure
Origin0
- Type: Factor (2 levels)
- Description: Maternal lineage of the F2 mother
- Levels:
- 120-110 (mother 120, father 110)
- 110-120 (mother 110, father 120)
Origin1
- Type: Factor (2 levels)
- Description: Same as Origin0, coded as:
- S = 120-110
- T = 110-120
Treatment0
- Type: Factor (3 levels)
- Description: Type of cross in F2 to produce F3
- Levels:
- a_Autof = self-fertilization of F2
- b_Allof Intra = cross-fertilization between full-sibs
- c_Allof Extra = cross-fertilization between cousins
Treatment
- Type: Factor (5 levels)
- Description: More detailed cross type
- Levels include:
- a_Autof = self-fertilization of F2
- b_Allof Intra (1w) = cross-fertilization between full-sibs, parents both S
- c_Allof Intra (2w) = cross-fertilization between full-sibs, parents S and T
- d_Allof Intra (1w) = cross-fertilization between full-sibs, both parents S
- e_Allof Intra (2w) = cross-fertilization between cousins, parents S and T
Direction
- Type: Factor (2 levels)
- Description: Whether parents share the same maternal lineage
- Levels:
- 1way = parents both S
- 2way = parents S and T
par.family
- Type: Factor (many levels)
- Description: Parental family of F2 mother and father
(A family = a set of full-sib F2 produced by the same parents)
par.couple
- Type: Factor (many levels)
- Description: Numeric IDs of F2 mother and father nested within par.family
- Example: pc.24-4 (mother 24; father 4)
mother.family
- Type: Factor (9 levels)
- Description: Maternal family of the F2 mother
- Levels: A to I
number
- Type: Factor (1–40)
- Description: Numeric ID of F2 mother (nested within family)
mother
- Type: Factor
- Description: Recoded ID of F2 mother (from number)
- Example: m-1 to m-40
Obs
- Type: Factor
- Description: Unique identifier for each dataset row
Reproductive Output – F3
First clutch
- eggs.a.corr – Number of eggs laid (first occasion)
- offspring.a.corr – Number of live offspring after 14 days
- unhatched.a.corr – Number of unhatched eggs after 14 days
Second clutch
- eggs.b.corr – Number of eggs laid (second occasion)
- offspring.b.corr – Number of live offspring after 14 days
- unhatched.b.corr – Number of unhatched eggs after 14 days
Means Across Clutches
- eggsF3 – Mean of eggs.a.corr and eggs.b.corr
- offspr – Mean of offspring.a.corr and offspring.b.corr
- unhat – Mean of unhatched.a.corr and unhatched.b.corr
Replicate
- Type: Factor (2 levels)
- Description: Indicates which clutch (A or B) was used to raise F3 to adulthood
- Levels: A, B
Selfing Status and Body Weight (F3 Adults)
Selfing
- Type: Binary factor
- Description: Whether the F3 individual laid self-fertilized clutches before pairing (age 50 days)
- Levels: YES, NO
Self.bin
- Type: Binary numeric
- Description: Same as Selfing
- Values:
- 0 = NO
- 1 = YES
Body Weight (mg, fresh weight)
- weight1 – First measurement (age 50 days, before pairing)
- weight2 – Second measurement (age 53 days, after pairing)
- W – Mean of weight1 and weight2
Reproductive Output – F4
eggsF4
- Type: Numeric, positive
- Description: Number of eggs laid by F3 individual during three days after pairing (age 54–57 days)
Abbreviations
- F2, F3, F4 – Generational levels
- Autof – Autofertilization (selfing)
- Allof – Allofertilization (outcrossing)
- Intra – Within-family cross
- Extra – Between-family cross
- 1w – One-way lineage
- 2w – Two-way lineage
Data Integrity Notes
- All egg and offspring counts are raw counts.
- Means were computed directly from corrected clutch counts.
- Missing values, if present, are coded as NA.
Contact Information
For questions about the dataset, please contact the corresponding author.
