Science Advances · 2024 · 19 citations · 102 references
Life SciencesBiologyMarine BiologyMarine EcologyMarine PhysiologyMetabolismCarbon CycleMarine Microbial MetabolismMetabolic EcologyOcean EcologyCarbon Cycle ResponsesCarbon DioxideGenome-scale Metabolic Network ReconstructionGenome-scale Model ReconstructionMarine Carbon CyclingMarine MetabolismMetabolic Signature DiscoveryMixotrophic Metabolism
Diatoms are major players in the global carbon cycle, and their metabolism is affected by ocean conditions. Understanding the impact of changing inorganic nutrients in the oceans on diatoms is crucial, given the changes in global carbon dioxide levels. Here, we present a genome-scale metabolic model ( i MK1961) for Cylindrotheca closterium , an in silico resource to understand uncharacterized metabolic functions in this ubiquitous diatom. i MK1961 represents the largest diatom metabolic model to date, comprising 1961 open reading frames and 6718 reactions. With i MK1961, we identified the metabolic response signature to cope with drastic changes in growth conditions. Comparing model predictions with Tara Oceans transcriptomics data unraveled C. closterium ’s metabolism in situ. Unexpectedly, the diatom only grows photoautotrophically in 21% of the sunlit ocean samples, while the majority of the samples indicate a mixotrophic (71%) or, in some cases, even a heterotrophic (8%) lifestyle in the light. Our findings highlight C. closterium’ s metabolic flexibility and its potential role in global carbon cycling.
102
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
BEDTools: a flexible suite of utilities for comparing genomic features
Aaron R. Quinlan, Ira M. Hall · Bioinformatics · 2010 · 30.4K citations · Full text
Metagenomic biomarker discovery and explanation
Nicola Segata, Jacques Izard, Levi Waldron et al. · Genome biology · 2011 · 16.7K citations · Full text
UniProt: the universal protein knowledgebase in 2021
Alex Bateman, María Martin, Sandra Orchard et al. · Nucleic Acids Research · 2020 · 7K citations · Full text