temperature optimum low

METPO:1000442 · CLASS · REVIEWED

A temperature optimum phenotype with the best-growth ambient temperature between approximately 10 and 22 °C, characteristic of psychrophilic or psychrotolerant physiology.

Temperature-optimum-low psychrotolerant setpoint

DOI-backed graph linking cold-tolerant membrane and enzyme adaptation to a temperature optimum between 10 and 22 °C.

Temperature-optimum-low psychrotolerant setpoint Interactive directed graph showing evidence-backed causal relationships for temperature optimum low.

Edge evidence

  • cool environment engages psychrotolerant adaptation

    Cool environments engage psychrotolerant adaptation programs.

    • DOI:10.1038/sj.embor.7400662 decreased membrane fluidity Supports cool-temperature membrane-stress responses as the basis of cool-range optima.
  • psychrotolerant adaptation confers temperature optimum low METPO:2007700

    Psychrotolerant adaptation yields a 10–22 °C temperature optimum.

    • DOI:10.1146/annurev-micro-091313-103612 more unsaturated fatty acids Supports homoviscous adaptation as the mechanism setting cool-range optima.
  • temperature optimum low is a temperature optimum rdfs:subClassOf

    Temperature optimum low is a quantitative bin of the temperature-optimum phenotype.

    • DOI:10.1038/sj.embor.7400662 growing well at temperatures around the freezing point of water Supports a 10–22 °C optimum as a value within the temperature-optimum distribution.
  • fatty-acyl unsaturation increases membrane fluidity RO:0002213

    Increased fatty-acyl unsaturation fluidizes the membrane.

    • DOI:10.1128/spectrum.03925-23 fluidizing the membrane and reducing bilayer thickness; broadly generalizable homeoviscous adaptation.
  • low temperature induces cold shock proteins

    Low temperature induces cold shock proteins.

    • DOI:10.37256/amtt.5220244537 CSPs induced at high levels during temperature shifts below 20 C.
  • low temperature promotes accumulation of compatible solutes

    Low temperature promotes accumulation of compatible solutes.

    • DOI:10.37256/amtt.5220244537 Compatible solutes listed: glycine, betaine, glycerol, trehalose, sucrose, mannitol, sorbitol.
  • compatible solutes stabilizes protein and membrane stabilization

    Compatible solutes stabilize proteins and membranes and depress freezing point.

    • DOI:10.37256/amtt.5220244537 with functions in freezing-point depression and stabilization.
  • ice-binding/antifreeze proteins inhibits ice crystal growth RO:0002212

    Ice-binding/antifreeze proteins bind ice surfaces and inhibit ice growth/recrystallization.

    • DOI:10.37256/amtt.5220244537 AFGPs play crucial roles in protecting cells by binding to ice crystal surfaces.
  • low temperature increases oxidative stress RO:0002213

    Low temperature increases oxygen solubility and ROS/oxidative stress.

    • DOI:10.37256/amtt.5220244537 Cold causes increased oxygen solubility and ROS.
  • PUFA biosynthesis maintains membrane fluidity

    PUFA biosynthesis maintains membrane fluidity at low temperature.

    • DOI:10.3390/genes14010158 maintain membrane fluidity; broadly generalizable mechanism.

Provenance

Source
METPO (2025-11-25)
Definition source
DOI:10.1038/sj.embor.7400662

Synonyms (3)

  • Psychrophile EXACT_SYNONYM · metpo.owl
  • Psychrotolerant EXACT_SYNONYM · metpo.owl
  • TO_10_to_22 RELATED_SYNONYM · metpo.owl

kg-microbe context

Matched 1 kg-microbe node via direct_metpo.

  • METPO:1000442 [-5.433, -0.515, -1.647, +0.570, …]

512-dim DeepWalkSkipGramEnsmallen embedding from kg-microbe (2026-04-25).

Nearest neighbors in embedding space

Top-8 cosine-similar METPO traits from the 2026-04-25 deepwalk (512-D).

Deep research

Generated by just research-trait; source: research/traits/environment/temperature_optimum_low-deep-research-falcon.md

Unreviewed literature output — not curated TraitMech content Ontology identifiers suggested below have not been resolved against their ontologies, and some are known to be wrong. Check any CURIE against the source before using it.
# Curation report: microbial “temperature optimum low”

## 1. Scope and curation interpretation

**Trait:** `METPO:1000442`  
**Label:** temperature optimum low  
**Parent:** `METPO:1000304`  
**Operational definition:** an experimentally measured optimum-growth temperature of approximately **10–22 °C**.

This trait should represent the **temperature at which growth rate or biomass production is maximal under a specified assay**, rather than mere survival, metabolic activity, or detectable growth at low temperature. Classical terminology overlaps only imperfectly: psychrophiles are commonly defined as having an optimum near or below 15 °C and a maximum near 20 °C, whereas psychrotrophs/psychrotolerants can grow near refrigeration temperature but generally have optima above 20 °C. Accordingly, “psychrophile” and “psychrotolerant” should be annotations or supporting classifications, not exact logical synonyms of `METPO:1000442`. (ramon2023ageneraloverview pages 1-2, moyer2017psychrophilesandpsychrotrophs pages 2-3)

### Inclusion criteria

Curate the trait when a temperature-series growth assay places the optimum within approximately 10–22 °C. Suitable endpoints include maximum specific growth rate, shortest doubling time, colony expansion, or maximum biomass yield, provided the endpoint and medium are recorded.

### Boundary cases

- **Growth at 4 °C alone:** insufficient; many psychrotrophs grow at 4 °C but have optima above 22 °C.
- **Survival or metabolic activity below 0 °C:** not equivalent to a low optimum. For example, survival at −10 °C or activity at −20 °C does not establish where growth is optimal. (purwar2024adaptationsofpsychrophilic pages 3-4)
- **Cold-shock tolerance:** an acute response to a temperature downshift, not necessarily an evolved low-temperature optimum.
- **Enzyme temperature optimum:** a property of an isolated catalyst, not automatically the organismal growth optimum.
- **Maximum growth temperature:** should be recorded separately. *Methanogenium frigidum*, for example, has a reported optimum of 15 °C, maximum of 18 °C, and minimum of −2 °C; this is a clear organism-level example within the target class. (moyer2017psychrophilesandpsychrotrophs pages 3-5)
- **Freezing resistance:** antifreeze proteins and extracellular polymers may support survival near ice but do not by themselves establish a 10–22 °C optimum.

The most defensible graph endpoint is therefore:

> **coordinated maintenance of membrane transport, transcription, translation, protein folding, redox balance, and catalytic flux at low ambient temperature → increased growth performance at 10–22 °C → `METPO:1000442`.**

## 2. Current mechanistic understanding

Low-temperature growth is a systems phenotype rather than the product of a single “psychrophile gene.” Cooling rigidifies membranes, stabilizes inhibitory RNA/DNA secondary structures, slows enzyme reactions and macromolecular assembly, increases protein-folding demands, and can elevate oxidative stress. Cold-adapted microorganisms compensate through homeoviscous membrane remodeling, RNA chaperones and helicases, altered translation machinery, molecular chaperones, compatible solutes, antioxidant systems, extracellular cryoprotectants, and enzymes with high low-temperature catalytic efficiency. Recent reviews emphasize that these responses are coordinated and temperature-dependent rather than universal or identical across taxa. (ramon2023ageneraloverview pages 1-2, purwar2024adaptationsofpsychrophilic pages 6-7)

A particularly useful 2023 result is the tiered response of *Pseudomonas fragi* D12. Following 30→15 °C cooling, genes associated with fatty-acid degradation, polysaccharides, pili, compatible solutes, and catalase increased. Following 15→4 °C cooling, unsaturated-fatty-acid synthesis genes, cold-shock proteins, helicases, and transcription-related genes predominated. Thus, moderate cooling and severe cold shock should not be collapsed into one graph state. (bao2023miningofkey pages 9-11)

## 3. Candidate nodes

### Trait and environmental nodes

| Candidate node | Type | Suggested grounding | Curation note |
|---|---|---|---|
| temperature optimum low | phenotype | `METPO:1000442` | Terminal trait node; quote CURIE verbatim. |
| low ambient temperature | environmental factor | Label-only unless the project has an approved ENVO temperature-quality term | Attach measured temperature and assay duration as edge qualifiers. |
| temperature downshift | experimental factor/process | Label-only | Distinguish 30→15 °C from 15→4 °C or acute cold shock. |
| microbial growth | biological process | `GO:0016049` | Prefer growth-rate or biomass endpoint where available. |
| cold acclimation | biological process | Label-only candidate | Do not equate with stable low optimum. |

### Cellular structures and physical-state nodes

| Candidate node | Type | Suggested grounding | Role |
|---|---|---|---|
| plasma membrane | cellular component | `GO:0005886` | Principal temperature-sensitive transport and energy-transduction interface. |
| membrane fluidity | cellular property | Label-only candidate | Mechanistic intermediate; avoid forcing an uncertain ontology ID. |
| ribosome | cellular component | `GO:0005840` | Translation machinery affected by cooling. |
| extracellular polymeric substance matrix | extracellular structure/material | Label-only candidate | Cryoprotection, adhesion, and local-environment stabilization. |
| biofilm | multicellular structure/process | `GO:0042710` for biofilm formation | Evidence is often indirect and taxon-specific. |

### Chemicals and metabolites

| Candidate node | Suggested grounding | Mechanistic interpretation |
|---|---|---|

Showing the first 60 of 256 lines of findings; the linked file also carries the run's front matter and the prompt it was given — read the full report.

Curation history

  1. · SEEDED_FROM_METPO · seed_from_metpo

    imported from data/raw/metpo.owl (CLASS)

  2. · CURATED_CAUSAL_GRAPH · claude

    Added DOI-backed definition and causal graph linking psychrotolerant adaptation to the temperature-optimum-low bin.

  3. · GROUND_CAUSAL_PREDICATES · claude

    Grounded 2 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (METPO:2000202×1, rdfs:subClassOf×1).

  4. · ENRICH_CAUSAL_GRAPH · claude

    Added 7 evidence-backed generic edges (10 new nodes) from the deep-research report.

  5. · GROUND_CAUSAL_PREDICATES · claude

    Grounded 3 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002213×2, RO:0002212×1).

  6. · GROUND_CAUSAL_NODES · claude

    Grounded 3 causal-node grounding field(s) via mappings/node_grounding.tsv (PATO:0001306×1, METPO:1007505×1, CHEBI:25728×1).

  7. · MIGRATE_MICROBE_DOMAIN_EDGES · claude

    Re-grounded 1 causal edge(s) off microbe-domain METPO predicates (1 to confers), issue 301. The previous predicates are transitively rdfs:subPropertyOf METPO:2000001, whose rdfs:domain is METPO:1000525 (microbe), so a causal-graph subject entailed that the subject IS a microbe; CausalNodeTypeEnum has no organism member, so no such edge could ever satisfy the domain. Edge directions are unchanged - this pass only relabels and re-grounds. RO:0002234 (has output) is used where the subject is an activity, since biolink gives it the domain 'biological process or activity'; the METPO replacements are proposed in proposals/metpo_traitmech_v8 and v9 and are placeholder ids until METPO mints them.

  8. · NORMALISE_NODE_TYPE · claude

    Under the PATHWAY-vs-BIOLOGICAL_PROCESS rule, one node_id means one thing corpus-wide (issue 356): pufa_biosynthesis is typed PATHWAY. PATHWAY is a named, conventionally enumerable multi-step route; BIOLOGICAL_PROCESS is everything else. A named biosynthetic route to polyunsaturated fatty acids. The two typings describe it in near-identical words, so the split was arbitrary and the rule breaks the 1-1 tie.