Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Software . 2024
Data sources: ZENODO
ZENODO
Software . 2024
Data sources: Datacite
ZENODO
Software . 2024
Data sources: Datacite
versions View all 2 versions
addClaim

Statistical methods and data for: Absence of heterosis for hypoxia tolerance in F1 hybrids of Tigriopus californicus

Authors: Deconinck, Aimee; Madalone, Olivia; Willett, Chris;

Statistical methods and data for: Absence of heterosis for hypoxia tolerance in F1 hybrids of Tigriopus californicus

Abstract

Copepods were collected from four locations along the California coastline in December 2019 and August 2021 under collection permits S-192510001-19262-001 and S-192510001-21127-001. All copepods were then transported to the University of North Carolina at Chapel Hill where they were maintained for experiments. Gravid females from each population were transferred to petri dishes with artificial sea water (ASW) and stored in a 12L:12D light cycle at 20°C for at least one month (equivalent to one generation) prior to testing. Salinity was adjusted to 35 ppt, and ground commercial fish flakes, which served as food, were added ad libitum every other week. F1 hybrids were generated by placing virgin females of one population with virgin males from a second population. Copepods were grouped by sex and population then placed in aggregates of 5 into arenas of a water bath. Temperature was maintained at 20°C by a cooling tower that circulated chilled water through the water bath, and the water bath was kept inside a custom-built glove box. An air stone placed in the water bath was used to deliver gas into the water continuously. Nitrogen gas was delivered to the water bath until the dissolved oxygen level reached 0.05 mg/L or less and maintained for 20 hours, then atmospheric air was delivered for 10 hours. At the end of the assay, copepods were prodded gently with a needle probe to prompt a swimming response, and, if copepods did not swim away, they were assumed to be dead. After each assay, all copepods were sacrificed, individually lysed, and genotyped. After lysis, a portion of the mitochondrial DNA was amplified via polymerase chain reaction (PCR) using population specific primers. Any confirmed heteroplasmic individuals were excluded from further analysis.

This data set includes generalized structural equation models (SEM) for the parental populations and hybrid populations in Stata 18, code for figures in R and data in CSV format. We used SEM over linear regression in order to also generate estimates of the errors and unexplained variance of the midpoint value of the parents. First, we encoded sex, nuclear genome composition, collection cohort, days in lab after collection, and arena as variables in both models. For the hybrid model, we also added terms for mitochondrial genome and interaction terms between sex and nuclear genome composition because we observed a different trend in sex differences for one population. Separate SEM equations were necessary since parental populations were perfectly colinear with mitochondrial type, whereas F1 hybrids were not. Since observations were grouped by arena and trial, we utilized a clustered standard error calculator when combining both models to allow for different variance between populations. After, we tested the linear combinations of the means to determine if F1 hybrids performed significantly different from the midpoint value of the two parental populations. By using the estimates from the SEM, we were able to include the estimated error from the models into the equation as well. Lastly, we tested the linear combinations of the means to determine if the reciprocal crosses of F1 hybrids performed significantly differently from each other.

Funding provided by: National Science FoundationROR ID: https://ror.org/021nxhr62Award Number: IOS-2029156 Funding provided by: National Science FoundationROR ID: https://ror.org/021nxhr62Award Number: IOS-1555959

Related Organizations
Keywords

Aquatic hypoxia, generalized structural equation model, Tigriopus californicus, Hybridization

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average