Global Change Biology · 2022 · 46 citations · 63 references
Life SciencesBiologyMarine SciencesMarine EcologyMarine Environmental ScienceMarine PhysiologyAcid-base BalanceEvolutionary Responses To Ocean ChangeMarine Animal PhysiologyOcean AcidificationOcean EcologyTranscriptomics Of Marine OrganismsAcidification ToleranceBiological Responses To AcidificationEndocrine Responses To Ocean AcidificationGlobal Environmental ChangeLong-term Acidification TrendsOcean Acidification AdaptationOcean Acidification Effects On Benthic CommunitiesPopulation-level Variation
Studies on the impact of ocean acidification on marine organisms involve exposing organisms to future acidification scenarios, which has limited relevance for coastal calcifiers living in a mosaic of habitats. Identification of tipping points beyond which detrimental effects are observed is a widely generalizable proxy of acidification susceptibility at the population level. This approach is limited to a handful of studies that focus on only a few macro-physiological traits, thus overlooking the whole organism response. Here we develop a framework to analyze the broad macro-physiological and molecular responses over a wide pH range in juvenile oyster. We identify low tipping points for physiological traits at pH 7.3-6.9 that coincide with a major reshuffling in membrane lipids and transcriptome. In contrast, a drop in pH affects shell parameters above tipping points, likely impacting animal fitness. These findings were made possible by the development of an innovative methodology to synthesize and identify the main patterns of variations in large -omic data sets, fitting them to pH and identifying molecular tipping points. We propose the broad application of our framework to the assessment of effects of global change on other organisms.
63
NIH Image to ImageJ: 25 years of image analysis
Caroline A Schneider, Wayne Rasband, Kevin W. Eliceiri · Nature Methods · 2012 · 65.2K citations
Colorimetric Method for Determination of Sugars and Related Substances
Michel Dubois, K. A. Gilles, J. K. Hamilton et al. · Analytical Chemistry · 1956 · 51.8K citations
Agriculture, Chemistry, Food Science +13
WGCNA: an R package for weighted correlation network analysis
Peter Langfelder, Steve Horvath · BMC Bioinformatics · 2008 · 29.1K citations · Full text