temperature delta low

METPO:1000484 · CLASS · REVIEWED

A temperature delta phenotype with a growth-supporting temperature breadth of approximately 5–10 °C, characteristic of organisms with limited thermal-tolerance breadth.

Temperature-delta-low limited-breadth thermal adaptation

DOI-backed graph linking limited thermal-adaptation flexibility to a 5–10 °C temperature growth breadth.

Temperature-delta-low limited-breadth thermal adaptation Interactive directed graph showing evidence-backed causal relationships for temperature delta low.

Edge evidence

  • limited thermal-adaptation flexibility confers temperature delta low METPO:2007700

    Limited thermal-adaptation flexibility yields a 5–10 °C temperature-delta breadth.

    • DOI:10.1146/annurev-micro-091313-103612 more unsaturated fatty acids Supports limited thermal-adaptation flexibility as the basis of narrow breadth.
  • temperature delta low is a temperature delta rdfs:subClassOf

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

    • DOI:10.1016/s0300-9629(97)00003-0 adapted to environments of high temperature Supports the 5–10 °C breadth as a value within the temperature-delta distribution.
  • temperature decrease causes membrane rigidification/thickening biolink:causes

    Cooling reduces bilayer fluidity, inducing membrane rigidification and thickening.

    • DOI:10.1128/spectrum.03925-23 Decreasing temperature induces membrane rigidification and thickening, producing a liquid-crystalline-to-gel phase transition.
  • membrane unsaturated fatty acids contributes to homeoviscous adaptation / restored fluidity RO:0002326

    Increased membrane unsaturated fatty acids counter low-temperature rigidification and restore bilayer fluidity.

    • DOI:10.1146/annurev-micro-091313-103612 Bacteria perform homoviscous adaptation by increasing membrane unsaturated fatty acids as growth temperature decreases, thereby restoring bilayer fluidity.
  • homeoviscous adaptation / restored fluidity counteracts membrane rigidification/thickening

    Homeoviscous adaptation restores fluidity, opposing cold-induced membrane rigidification.

    • DOI:10.1146/annurev-micro-091313-103612 Homeoviscous adaptation restores bilayer fluidity against rigidification as growth temperature decreases.
  • temperature decrease shifts iso-to-anteiso branched-chain fatty acid shift

    Low-temperature acclimation drives iso-to-anteiso branched-chain fatty acid switching for membrane fluidization.

    • DOI:10.1007/s42770-023-01057-4 Predominant long-term adaptation to low temperatures occurs via fluidization of the membrane by chain branching, specifically iso-to-anteiso SFA switching.
  • iso-to-anteiso branched-chain fatty acid shift contributes to homeoviscous adaptation / restored fluidity RO:0002326

    Branched-chain fatty acid remodeling fluidizes the membrane, supporting homeoviscous adaptation.

    • DOI:10.1007/s42770-023-01057-4 Long-term low-temperature adaptation fluidizes the membrane via introduction of chain branching, a homeoviscous mechanism.
  • limited thermal-adaptation flexibility limits homeoviscous adaptation / restored fluidity RO:0002212

    Impaired acyl-chain remodeling capacity constrains homeoviscous adaptation flexibility, narrowing thermal breadth.

    • DOI:10.1101/2023.11.10.566608 Impaired homeoviscous adaptation: unable to regulate the acyl chain profile to the same extent in response to temperature fluctuations.

Provenance

Source
METPO (2025-11-25)
Definition source
DOI:10.1146/annurev-micro-091313-103612

Synonyms (1)

  • Td_5_10 RELATED_SYNONYM · metpo.owl

kg-microbe context

Matched 1 kg-microbe node via direct_metpo.

  • METPO:1000484 [+0.568, +2.604, -3.872, -0.321, …]

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_delta_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: **temperature delta low**

## Executive scope summary

**Trait:** “temperature delta low”  
**Identifier:** **METPO:1000484**  
**Parent:** **METPO:1000303**  
**Synonym:** *Td_5_10*  
**Proposed operational meaning:** an assay-observed, growth-supporting temperature breadth of approximately **5–10 °C**, calculated as **ΔT = Tmax − Tmin**, where Tmin and Tmax are the lower and upper temperatures permitting sustained population growth under a specified set of culture conditions.

This is principally an **environmental tolerance-breadth phenotype**, not a preferred or optimum temperature. Tmin can be operationalized as the temperature at which lag time or generation time tends toward infinity; the upper boundary reflects failure of growth as high-temperature damage overwhelms homeostasis (chandler2023theeffectof pages 31-35). Because the result depends on medium, pH, water activity, atmosphere, inoculum, incubation duration, and growth-detection threshold, those assay variables should accompany every assertion of **METPO:1000484**.

The evidence does **not** support a universal molecular cause of a 5–10 °C breadth. The strongest curatable mechanism is a *Bacillus subtilis*-specific membrane-sensing chain—DesK→DesR→*des*→fatty-acid desaturation→membrane fluidity. It explains one axis of low-temperature growth capacity, but not by itself why an organism has exactly a 5–10 °C total breadth. Recent work also shows that this pathway may fail during severe cold-induced membrane phase separation (mansilla2004controlofmembrane pages 5-5, sidarta2024lipidphaseseparation pages 1-2).

| Module | Representative triple | Evidence strength | Curate now? | Main caveat |
|---|---|---|---|---|
| Assay-defined thermal breadth | assay-derived Tmin/Tmax difference → defines low temperature delta (5–10 °C) | Strong for trait scope/definition (chandler2023theeffectof pages 31-35) | Yes | Definitional only; not a mechanism, and highly assay-dependent (medium, pH, atmosphere, time, inoculum). |
| DesK–DesR–des–UFA–fluidity | low membrane fluidity → DesK activates DesR → des transcription → more unsaturated fatty acids → maintained membrane fluidity at low temperature (mansilla2004controlofmembrane pages 5-5, hunger2004geneticevidencefor pages 1-2, mendoza2014temperaturesensingby pages 5-6, mendoza2014temperaturesensingby pages 2-4) | Strong mechanistic | Yes, with taxon notes | Best-supported in *Bacillus subtilis* and related Gram-positives; 2024 work indicates sensing may fail under harsh cold/phase separation, so breadth-limiting interpretation should be qualified (sidarta2024lipidphaseseparation pages 1-2). |
| Extreme-temperature damage limits growth | temperature extremes → membrane/protein/RNA/DNA damage → growth limit/Tmin-Tmax boundaries (chandler2023theeffectof pages 31-35) | Moderate, broad/general | Yes, as coarse background edge | Too nonspecific to explain why breadth is specifically 5–10 °C; not diagnostic of narrow breadth. |
| Chaperone/proteostasis capacity | DnaK/DnaJ/GroEL/sHSP activity → improved protein folding/anti-aggregation → thermal tolerance (sionek2024theimpactof pages 3-5, hurtadobautista2024thermalplasticityand pages 17-18, liang2024interactionsbetweenchaperone pages 8-10, liang2024interactionsbetweenchaperone pages 16-17) | Moderate but mixed | Not yet, or curate only as supportive/uncertain | Often measures acute heat-shock survival rather than sustained growth breadth; effects can be lineage-specific and trade-off laden. |
| c-di-AMP–K+ homeostasis–thermotolerance | c-di-AMP pathway changes → altered potassium/osmotic homeostasis → increased thermotolerance (hurtadobautista2024thermalplasticityand pages 16-17, hurtadobautista2024thermalplasticityand pages 15-16) | Weak-to-moderate, recent | Not yet; mark uncertain | 2024 Bacillus evidence is largely convergent/correlative from evolution experiments; causative allele-to-breadth mapping remains unresolved. |


*Table: This table summarizes which mechanism modules for low temperature-delta breadth are ready for TraitMech curation versus which should remain provisional. It emphasizes the strongest current module, broad background constraints, and areas where recent evidence is promising but still too indirect.*

## 1. Trait scope and boundary cases

### 1.1 Included phenotype

A defensible TraitMech representation is:

> **Observed sustained growth over only ~5–10 °C under a defined assay, bounded by Tmin and Tmax.**

The phenotype should be established by measurements at enough temperatures to resolve both limits, preferably using a fitted thermal-performance curve or cardinal-temperature model. A 2024 comparison of **2,739 datasets and 83 thermal-performance models** found no universally best model, reinforcing the need to record the selected model and uncertainty rather than treating Tmin and Tmax as model-independent constants.

### 1.2 Excluded or adjacent traits

1. **Temperature optimum:** Topt is the temperature of maximal growth rate, not the breadth of temperatures permitting growth.
2. **Psychrophily, mesophily, or thermophily:** these locate the thermal niche; they do not specify its width. A cold stenotherm and hot stenotherm could both have **METPO:1000484**.
3. **Acute heat-shock survival:** survival for minutes at a lethal temperature is not sustained growth. For example, 2024 *Legionella pneumophila* experiments measured population decline during a **30-minute, 55 °C** challenge; such results concern heat-shock resistance, not directly ΔT (liang2024interactionsbetweenchaperone pages 8-10).
4. **Cold-shock survival or dormancy:** viability without replication does not establish a growth-supporting temperature.
5. **Spore survival:** *Bacillus* vegetative-cell thermal adaptation must be separated from the survival of spores (hurtadobautista2024thermalplasticityand pages 2-3).
6. **Niche breadth inferred from environmental occurrence:** detection across sites or seasons can reflect dispersal, dormancy, strain mixtures, or biotic interactions rather than growth by one genotype.
7. **A 5–10 °C assay window:** growth at every tested temperature within a narrow experimental window does not prove that Tmin and Tmax have been reached.

### 1.3 Recommended evidence rule

Curate the trait only when both bounds are observed or estimated with suitable bracketing temperatures. Record:

- strain and taxon;
- vegetative cells versus spores;
- medium and nutrient concentrations;
- pH, water activity/osmolarity, oxygen/electron acceptor;
- inoculum and preconditioning temperature;
- incubation duration and growth endpoint;
- fitted model and confidence intervals;
- measured Tmin, Topt, Tmax, and ΔT.

## 2. Current understanding and recent developments

Showing the first 60 of 270 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 limited thermal-adaptation flexibility to the narrow-breadth temperature-delta-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 6 evidence-backed generic edges (5 new nodes) from the deep-research report.

  5. · GROUND_CAUSAL_PREDICATES · claude

    Grounded 4 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002326×2, biolink:causes×1, RO:0002212×1).

  6. · 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.