Data from: Experimental heatwaves reduce the effectiveness of ejaculates at occupying female reproductive tracts in a model insect
Data files
Oct 10, 2024 version files 261.49 KB
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gfpspermpaperdata_copy.R
239.72 KB
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heatwavegfpoffspringproduction_copy.csv
732 B
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heatwavegfpspermdistribution_copy.csv
16.25 KB
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README.md
4.79 KB
Abstract
Globally, heatwaves have become more common, with hazardous consequences on biological processes. Recent research using a model insect (Tribolium castaneum) found that 5—day experimental heatwave conditions damaged several aspects of male reproductive biology, while females remained unaffected. However, females’ reproductive fitness may still be impacted, as insects can typically store sperm from multiple males in specialised organs for prolonged periods. Consequently, using males which produce sperm with green fluorescent protein (GFP)-tagged sperm nuclei, we visualised in vivo whether thermal stress affects the ejaculate occupancy across female storage sites under two scenarios; i) increasing time since insemination, and ii) in the presence of defending competitor sperm.
We reconfirmed that sperm from heatwave-exposed males sired fewer offspring with previously mated females, and provide new evidence for in vivo distributions of heat stress-exposed males’ sperm. Sperm from heatwave-exposed males occupied a smaller area across the females’ storage sites, at lower densities. Overall, sperm occupancy decreased with time since insemination. However, heat stress-exposed males’ sperm were not lost at a relatively faster rate. The sperm from the first male to mate dominated the long-term storage site. However, the offensive ability of heat stress-exposed males’ sperm to penetrate this site was similar to controls.
https://doi.org/10.5061/dryad.dv41ns25d
Description of the data and file structure
3 files overall; two .csv files that are linked to the findings of this study, and a Rscript file that denotes the formal analysis
Filename: gfpspermpaperdata copy
Is the RScript that denotes the codes for analysing the data within the MS. All package information and models for interpretation of the data is in the file.
Raw data/R file:
General Key:
Experiment description
R file and associated figures Csv file
Dimensions
column 1
column 2
column 3 etc.
Filename: heatwavegfpoffspringproduction
A .csv file calculating the proportion of paternity share
Offspring counts (number of adults, counted)
Reproductive fitness of sperm in competition after male heat stress
gfpspermpaperdata.R heatwavegfpoffspringproduction.csv
'data.frame': 37 obs. of 4 variables:
Proppaternity: num 0.789 1 0.321 0.527 1 ... proportion of offspring sired by GFP male (vs. Rd male) [Counts to proportions]
Heatwavetemp : Factor w/ 2 levels "30","41": 1 1 1 1 11 ... 5 days of control 30oC conditions or 42oC heat stress [°C]
Repfitsuccess: int 15 75 43 29 75 0 71 66 51 75 ... number of offspring sired by GFP male [Counts]
Repfitfail : int 4 0 91 26 0 156 0 23 27 77 ... number of offspring sired by Rd male [Counts]
Filename: heatwavegfpspermdistribution
A .csv file calculating the proportion of GFP; green fluorescent sperm present in the female reproductive tract after matings
Sperm distribution in female tract after 5-day male heat stress
gfpspermpaperdata.R heatwavegfpspermdistribution.csv
'data.frame': 190 obs. of 18 variables:
Column.number : int 2 56 57 58 59 107 108 109 110 111 ... row number
replicate : Factor w/ 190 levels "CC1","CC10","CC11",..: 1 2 3 4 5 6 7 8 9 10 ... GFP male ID [No Units]
heat.treatment : Factor w/ 2 levels "control","heat": 1 1 1 1 1 1 1 1 1 1 ... GFP male 5 days of control 30oC conditions or 42oC heat stress [°C]
competition.treatment : Factor w/ 2 levels "single","competition": 2 2 2 2 2 2 2 2 2 2 ... Prior mating status of female; presence/absence of sperm competition [No Units]
time.post.mating.hrs : Factor w/ 2 levels "0.5","24": 1 1 1 1 1 1 1 1 1 1 ... Time between GFP mating opportunity and female freezing [Time in Hours]
composite.treatment : Factor w/ 8 levels "CC0.5","CC24",..: 1 1 1 1 1 1 1 1 1 1 ... All treatments (heat, competition and time) as single factor [No Units]
x10.total.tract.presence : int 1 1 1 1 1 1 1 1 1 1 ... GFP sperm visible in the female bursa. 1= yes 2 = no; sperm spread [No Units, Binomial]
x10.total.tract.mean.intensity : num 6988 9412 10167 8250 8494 ... Mean pixel intensity of GFP in bursa; sperm density [Pixel intensity]
x10.total.tract.median.intensity: int 7458 9853 10809 9495 12809 1822 10460 7129 10332 10674 ... Median pixel intensity of GFP in bursa; sperm density [Pixel intensity]
x10.total.tract.gfp.perc.cover : num 50 87 90 72 60 35 82 51 88 87 ... % female bursa containing GFP sperm [Pixel intensity]
x10.total.tract.empty.perc.cover: num 50 13 10 28 40 65 18 49 12 13 ... % female bursa not containing GFP sperm [Pixel intensity]
x20.sperma.tract.presence : int 0 1 1 1 1 1 1 1 1 0 ... GFP sperm visible in the female spermatheca. 1= yes 2 = no; sperm spread [No Units, Binomial]
x20.sperma.mean.intensity : num 239 3764 3341 1302 4252 ... Mean pixel intensity of GFP in spermatheca; sperm density [Pixel intensity]
x20.sperma.median.intensity : int 148 2776 2893 657 4129 117 3067 104 1066 432 ... Median pixel intensity of GFP in spermatheca; sperm density [Pixel intensity]
x20.sperma.gfp.perc.cover : num 0 39 22 6 60 0 56 0 1 0 ... % female spermatheca containing GFP sperm [Percentage cover of GFP]
x20.sperma.empty.perc.cover : num 100 61 78 94 40 100 44 100 99 100 ... % female spermatheca not containing GFP sperm [Percentage cover of GFP]
Cbind.x10.perc.cover : num [1:190, 1:2] 50 87 90 72 60 35 82 51 88 87 ... paired variable from GFP percentage cover in bursa; sperm spread
[the ‘cbind’ function allowed us to calculate percentage GFP sperm cover]~NOTE, IT IS NOT A VARIABLE PRESENT IN THE DATA SUBMITTED
Cbind.x20.perc.cover : num [1:190, 1:2] 0 39 22 6 60 0 56 0 1 0 ... paired variable from GFP percentage cover in spermatheca; sperm spread
[this function allowed us to calculate percentage GFP sperm cover]~NOTE, IT IS NOT A VARIABLE PRESENT IN THE DATA SUBMITTED
Experimental approaches using lab maintained populations which was used to design and explore sperm performance within the reproductive tracts of female insects.
- Sales, Kris; Thomas, Paul; Gage, Matthew J. G.; Vasudeva, Ramakrishnan (2024). Experimental heatwaves reduce the effectiveness of ejaculates at occupying female reproductive tracts in a model insect. Royal Society Open Science. https://doi.org/10.1098/rsos.231949
