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FishResp: R package and GUI application for analysis of aquatic respirometry data
Sergey Morozov1, R J Scott McCairns2, Juha Merilä1
1Ecological Genetics Research Unit, Organismal and Evolutionary Biology Programme, Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland.
A new R package, FishResp, offers quality control for aquatic animal respirometry data. This free software improves metabolic rate estimates by detecting technical issues and correcting for microbial respiration, enhancing data comparability.
Area of Science:
- Physiology
- Ecology
- Bioinformatics
Background:
- Intermittent-flow respirometry is crucial for estimating aquatic animal metabolic rates.
- Lack of standardized quality control software hinders cross-study comparisons in evolutionary and conservation physiology.
Purpose of the Study:
- Introduce 'FishResp', an R package for quality control and filtering of respirometry data.
- Provide a free, user-friendly tool to enhance data quality and comparability in aquatic respirometry.
Main Methods:
- FishResp accepts data from diverse respirometry systems.
- Identifies mechanical problems (e.g., leaks, poor circulation) and offers six methods for microbial background correction.
- Filters raw data based on user-defined criteria.
Main Results:
- FishResp produces accurate and unbiased estimates of metabolic rates.
- Demonstrated utility with three-spined sticklebacks and Trinidadian guppies.
- Highlights the importance of detecting mechanical issues and correcting for background respiration.
Conclusions:
- FishResp addresses methodological fragmentation in aquatic respirometry.
- Facilitates more reliable and comparable metabolic rate estimations.
- Supports advancements in evolutionary and conservation physiology research.
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