nutrient adaptation
METPO:1000731 · CLASS · REVIEWED
A trophic type that involves an organism's physiological and metabolic adaptations to specific nutrient availability.
Nutrient adaptation life-history axis
Edge evidence
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ambient nutrient concentration
causes
nutrient sensing
biolink:causesAmbient nutrient levels are detected by cellular sensing systems.
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DOI:10.1073/pnas.0903507106high (copiotrophic) or low (oligotrophic) nutrient concentrations
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nutrient sensing
controls
resource allocation strategy
RO:0002211Sensing of nutrient status shifts allocation between growth and maintenance functions.
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DOI:10.1038/ismej.2014.60selection for efficient use of nutrients
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resource allocation strategy
manifests as
copiotrophic
METPO:2007400Allocation favoring rapid growth machinery yields a copiotrophic phenotype under nutrient-rich conditions.
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DOI:10.1073/pnas.0903507106high (copiotrophic) nutrient concentrations
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resource allocation strategy
manifests as
oligotrophic
METPO:2007400Allocation favoring high-affinity uptake and streamlining yields an oligotrophic phenotype under nutrient-poor conditions.
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DOI:10.1038/ismej.2014.60small cells and genomes
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copiotrophic
is a
nutrient adaptation
rdfs:subClassOfCopiotrophy is a child phenotype of nutrient adaptation.
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DOI:10.1073/pnas.0903507106copiotrophic
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oligotrophic
is a
nutrient adaptation
rdfs:subClassOfOligotrophy is a child phenotype of nutrient adaptation.
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DOI:10.1073/pnas.0903507106oligotrophic
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chronic nutrient limitation
selects for
genome streamlining
METPO:2007401Chronic nutrient limitation selects for streamlined small cells and genomes.
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DOI:10.1038/ismej.2014.60
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oligotrophic
negatively regulates
chemotaxis and motility genes
RO:0002212Oligotrophic adaptation is associated with under-representation of chemotaxis and motility genes.
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DOI:10.1093/ismeco/ycae081
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copiotrophic
positively regulates
motility and signal-transduction genes
RO:0002213Copiotrophic strategy is enriched in genes for motility and signal transduction.
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DOI:10.1073/pnas.0903507106
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rrn operon copy number
positively correlates with
maximum growth potential
Higher rrn operon copy number associates with higher maximum growth potential.
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DOI:10.1038/s41564-023-01465-0
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maximum growth potential
negatively correlates with
carbohydrate acquisition gene abundance
Maximum growth potential trades off with abundance of carbohydrate acquisition genes.
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DOI:10.1038/s41467-024-50382-1
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Provenance
- Source
- METPO (2025-11-25)
- Author
- Luke Wang
- Definition source
- DOI:10.1073/pnas.0903507106
Parent traits (1)
Children (2)
kg-microbe context
Matched 1 kg-microbe node via direct_metpo.
METPO:1000731[-0.684, -2.860, -4.946, +1.094, …]
Nearest neighbors in embedding space
- physiology copiotrophic 0.983
- physiology oligotrophic 0.963
- physiology photolithoautotrophic 0.821
- physiology carboxydotrophic 0.821
- physiology hydrogenotrophic 0.817
- physiology trophic type 0.800
- physiology photoorganoheterotrophic 0.769
- physiology lithoautotrophic 0.757
Deep research
# Curation report: microbial nutrient adaptation **Target trait:** **“METPO:1000731”** — nutrient adaptation **Category / kind / status:** PHYSIOLOGY / CLASS / REVIEWED **Parent:** METPO:1000631 **Provided definition:** “A trophic type that involves an organism's physiological and metabolic adaptations to specific nutrient availability.” ## 1. Scope summary For TraitMech, **nutrient adaptation** should denote a relatively stable or inducible microbial phenotype that improves nutrient acquisition, economy, growth adjustment, or persistence under a defined regime of nutrient **concentration, chemical identity, stoichiometry, or temporal supply**. It includes the oligotroph–copiotroph life-history spectrum but is broader than that axis: phosphate-saving membrane remodeling, nitrogen-scavenging responses, and stringent-response-mediated adjustment to nutrient downshift are also instances. The oligotroph–copiotroph distinction is best treated as a **continuum**, not two universal binary states. Oligotrophs are selected in chronically dilute, often comparatively stable environments for efficient low-concentration uptake and low cellular resource costs; copiotrophs exploit high concentrations or pulses through high uptake and growth capacity. Reduced transcriptional regulation is common among aquatic oligotrophs, whereas regulatory versatility is more characteristic of copiotrophs. These are tendencies, not defining necessities. (norris2021mechanisticmodelof pages 1-2, noell2023areductionof pages 20-21) ### Recommended boundaries **Include** * Heritable adaptations to chronic nutrient regimes: transporter architecture, genome streamlining, altered regulator content, phosphorus-acquisition capacity. * Reversible physiological programs caused by nutrient limitation or downshift: stringent response, transporter induction, nutrient-assimilation enzymes, membrane-lipid remodeling. * Measured uptake properties—affinity, specificity, half-saturation concentration, maximal uptake rate—when linked to fitness under a nutrient regime. **Distinguish from** * **Growth rate:** an outcome influenced by nutrient adaptation, not the trait itself. * **Nutrient limitation/starvation:** environmental or cellular states that cause/select adaptation. * **Substrate utilization/trophic mode:** what is consumed; nutrient adaptation concerns performance under its availability regime. * **General stress tolerance, dormancy, or persistence:** include only when a nutrient-dependent mechanism is demonstrated. * **Genome size, rRNA-operon count, GC content, cell size, or sigma-factor count:** useful correlates or mediators, but insufficient alone to assert nutrient adaptation. * **Community compositional change:** an ecological outcome, not an organism-level phenotype, unless linked to organism-resolved mechanisms. ## 2. Candidate graph nodes Identifiers below are conservative. Label-only nodes are preferable wherever a precise stable CURIE has not been checked. ### Trait and environmental nodes | Node | Suggested grounding | Curation note | |---|---|---| | nutrient adaptation | **“METPO:1000731”** | Target trait; retain verbatim. | | oligotrophic nutrient adaptation | Label-only child candidate | Low-concentration efficiency strategy. | | copiotrophic nutrient adaptation | Label-only child candidate | High-rate exploitation of abundant/pulsed nutrients. | | low nutrient concentration | ENVO label-only candidate | Specify carbon, nitrogen, phosphorus, iron, or mixed limitation when known. | | nutrient-rich condition | ENVO label-only candidate | Do not equate automatically with eutrophication. | | nutrient downshift | Label-only experimental factor | Include starting and terminal media where available. | | phosphate deficiency | Label plus **CHEBI:18367** for phosphate | Environmental state and chemical should be separate nodes. | | nitrogen limitation | Label-only environmental state | Do not merge ammonium limitation with total nitrogen limitation. | | dissolved organic matter | ENVO label-only candidate | Mixture; avoid treating it as one chemical entity. | ### Chemicals and metabolites | Node | Suggested grounding | |---|---| | phosphate | CHEBI:18367 | | ammonium | CHEBI:28938 | | L-glutamate | CHEBI:29985 | | glycine betaine | CHEBI:17750 | | citrate | CHEBI:16947 | | taurine | CHEBI:15891 | | (p)ppGpp alarmones | Separate ppGpp/pppGpp ChEBI records after identifier verification; otherwise label-only | | phospholipid | CHEBI class candidate; verify exact child appropriate to assay |
Curation history
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SEEDED_FROM_METPO · seed_from_metpo
imported from data/raw/metpo.owl (CLASS)
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CURATED_CAUSAL_GRAPH · claude
Added DOI-backed causal graph framing nutrient adaptation as a sensing/resource-allocation axis manifesting as copiotrophic and oligotrophic phenotypes.
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GROUND_CAUSAL_PREDICATES · claude
Grounded 2 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (rdfs:subClassOf×2).
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GROUND_CAUSAL_PREDICATES · claude
Grounded 3 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (METPO:2007400×2, RO:0002211×1).
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RENAME_PREDICATE_LABELS · claude
Renamed 1 causal-edge predicate label(s) to align with existing groundings: triggers → causes ×1.
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GROUND_CAUSAL_PREDICATES · claude
Grounded 1 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (biolink:causes×1).
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GROUND_CAUSAL_NODES · claude
Grounded 1 causal-node grounding field(s) via mappings/node_grounding.tsv (GO:0009594×1).
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ENRICH_CAUSAL_GRAPH · claude
Added 5 evidence-backed generic edges (7 new nodes) from the deep-research report.
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GROUND_CAUSAL_PREDICATES · claude
Grounded 1 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (METPO:2007401×1).
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GROUND_CAUSAL_PREDICATES · claude
Grounded 2 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002212×1, RO:0002213×1).