temperature delta mid2

METPO:1000486 · CLASS · REVIEWED

A temperature delta phenotype with a growth-supporting temperature breadth of approximately 20–30 °C, characteristic of organisms with broad thermal-tolerance breadth.

Temperature-delta-mid2 broad-breadth thermal adaptation

DOI-backed graph linking broad thermal-adaptation flexibility to a 20–30 °C temperature growth breadth.

Temperature-delta-mid2 broad-breadth thermal adaptation Interactive directed graph showing evidence-backed causal relationships for temperature delta mid2.

Edge evidence

  • broad thermal-adaptation flexibility confers temperature delta mid2 METPO:2007700

    Broad thermal-adaptation flexibility yields a 20–30 °C temperature-delta breadth.

    • DOI:10.1146/annurev-micro-091313-103612 more unsaturated fatty acids Supports broad remodeling flexibility as the basis of broad breadth.
  • temperature delta mid2 is a temperature delta rdfs:subClassOf

    Temperature delta mid2 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 20–30 °C breadth as a value within the temperature-delta distribution.
  • acyl-lipid desaturase (Des) increases abundance of unsaturated fatty acids

    Desaturase remodels existing lipids, raising unsaturated:saturated fatty acid ratio.

    • DOI:10.1128/spectrum.03925-23 A rapid change in the saturated:unsaturated fatty acid ratio by desaturation of existing lipids.
  • unsaturated fatty acids increases membrane fluidity / homeoviscous adaptation RO:0002213

    Unsaturation fluidizes the membrane, supporting homeoviscous adaptation.

    • DOI:10.1128/spectrum.03925-23 Desaturation fluidizes the membrane; strong general mechanism.
  • membrane fluidity / homeoviscous adaptation enables broad thermal-adaptation flexibility RO:0002327

    Maintaining membrane fluidity across temperatures underpins broad thermal-adaptation flexibility.

    • DOI:10.1128/spectrum.03925-23 Homeoviscous adaptation via fluidity maintenance underlies adaptation across a temperature range.
  • RpoS sigma factor (sigma-S) positively regulates expression of otsAB trehalose biosynthesis operon

    RpoS controls cold-shock-triggered induction of the otsAB operon.

    • DOI:10.1007/s12275-023-00031-x otsAB induction is RpoS-dependent and triggered by osmotic stress, cold shock, or stationary phase.
  • otsAB trehalose biosynthesis operon has output trehalose RO:0002234

    The otsAB pathway synthesizes trehalose.

    • DOI:10.1007/s12275-023-00031-x Trehalose is synthesized by the otsAB operon.
  • trehalose contributes to cold / cold-shock tolerance RO:0002326

    Trehalose acts as a compatible solute supporting cold-shock tolerance.

    • DOI:10.1007/s12275-023-00031-x Trehalose helps cold shock tolerance.

Provenance

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

Synonyms (1)

  • Td_20_30 RELATED_SYNONYM · metpo.owl

kg-microbe context

Matched 1 kg-microbe node via direct_metpo.

  • METPO:1000486 [-3.073, +0.032, -2.627, +2.668, …]

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_mid2-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 mid2

## 1. Scope and operational definition

**Target:** “METPO:1000486” — *temperature delta mid2* (synonym **Td_20_30**), an environmental-class phenotype defined as a growth-supporting temperature breadth of approximately **20–30 °C**.

For curation, the phenotype should be operationalized as **ΔT = Tmax − Tmin**, where Tmin and Tmax are the lowest and highest temperatures supporting reproducible population growth under a specified medium, atmosphere, pH, salinity, incubation time, and detection threshold. It is therefore a property of the complete thermal performance curve, not simply the optimum temperature.

Important distinctions are:

- **Not temperature optimum:** organisms with identical ΔT can have very different Tmin, Topt, and Tmax.
- **Not acute thermotolerance:** survival after minutes at 55–59 °C does not establish sustained growth at those temperatures.
- **Not exclusively cold or heat response:** a 20–30 °C interval may arise from low-end adaptation, high-end adaptation, or coordinated performance at both ends.
- **Not ecological occurrence breadth:** metagenomic detection across habitats does not demonstrate growth throughout a 20–30 °C laboratory interval.
- **Boundary handling:** values near 20 or 30 °C require explicit endpoint and rounding rules. Growth/no-growth observations should not be mixed with cardinal temperatures inferred by curve fitting unless the assay method is recorded.

A useful direct analogue is *Psychrobacter arcticus* 273-4, studied from −6 to 22 °C (28 °C breadth). By contrast, *Exiguobacterium sibiricum* 255-15 grows from approximately −5 to 39 °C (44 °C breadth) and is mechanistically informative but lies outside this trait’s numerical bin (bergholz2009psychrobacterarcticus2734 pages 1-1, rodrigues2008architectureofthermal pages 1-2).

## 2. Current mechanistic understanding

Broad thermal growth is best represented as an **emergent systems phenotype**. The strongest generic mechanism is membrane homeoviscous adaptation: cooling orders the bilayer, membrane sensors activate lipid remodeling, and incorporation of unsaturated or analogous disorder-promoting fatty acids restores membrane function. In *Bacillus subtilis*, a shift from 37 to 20 °C activates the DesK/DesR system; experiments changing anteiso-branched-chain fatty-acid abundance at constant temperature show that membrane order, rather than temperature alone, controls `des` transcription (mendoza2014temperaturesensingby pages 5-6, mendoza2014temperaturesensingby pages 1-2).

Direct broad-range studies additionally support temperature-dependent isozyme exchange, RNA remodeling, stringent-response control, macromolecular preservation, metabolic flexibility, osmoprotection, and extensive transcriptional compensation. In *P. arcticus*, knockouts of `csdA`, `relA`, and `dac2` impaired low-temperature growth, while `dac1` was more important at an intermediate temperature, demonstrating division of labor across the growth interval (bergholz2009psychrobacterarcticus2734 pages 1-1, bergholz2009psychrobacterarcticus2734 pages 10-11).

## 3. Candidate nodes grouped by type

### Trait and experimental nodes

- **temperature delta mid2** — “METPO:1000486”
- minimum growth temperature; maximum growth temperature; optimum growth temperature — label-only pending verified ontology mapping
- environmental temperature; temperature downshift; temperature upshift
- sustained population growth; maximum specific growth rate; thermal performance curve
- medium composition, salinity/osmolarity, pH, oxygen availability, incubation duration, and growth-detection threshold — essential assay covariates
- acute heat-shock survival — retain as a separate comparator phenotype

### Cellular components and processes

- membrane — **GO:0016020**
- fatty-acid biosynthetic process — **GO:0006633**
- lipid metabolic process — **GO:0006629**
- response to cold — **GO:0009409**
- response to heat — **GO:0009408**
- protein folding/proteostasis — **GO:0006457**
- membrane fluidity/homeoviscous adaptation — label-only candidates
- transcriptomic buffering; central-metabolic robustness; isozyme exchange; potassium homeostasis; osmoadaptation — label-only candidates

### Genes, proteins, and complexes

- **DesK/DesR** two-component membrane-fluidity sensor and regulator; `des` fatty-acid desaturase
- cold-growth candidates: `csdA`, `relA`, `dac1`, `dac2`, Psyc_0943
- proteostasis machinery: DnaJ, DnaK, ClpB, HtpG, ClpX, Hsp33, GroEL/GroES
- c-di-AMP synthesis/regulation candidates: DisA, CdaA, CdaR, CdaS
- Gene symbols should remain **label-only or taxon-scoped** until organism-specific UniProt/NCBI Gene accessions are verified.

### Chemicals and metabolites

- 3′,5′-cyclic di-AMP — **CHEBI:57604**
- potassium ion — **CHEBI:29103**
- glycine betaine — **CHEBI:17684**
- L-proline — **CHEBI:17203**

Showing the first 60 of 210 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 broad thermal-adaptation flexibility to the temperature-delta-mid2 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 (7 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:0002213×1, RO:0002327×1, METPO:2000202×1, RO:0002326×1).

  6. · GROUND_CAUSAL_NODES · claude

    Grounded 1 causal-node grounding field(s) via mappings/node_grounding.tsv (CHEBI:27208×1).

  7. · MIGRATE_MICROBE_DOMAIN_EDGES · claude

    Re-grounded 2 causal edge(s) off microbe-domain METPO predicates (1 to confers, 1 to has output), 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

    Normalised causal-node type(s) so one node_id means one thing corpus-wide (issue 356): membrane_fluidity: BIOLOGICAL_PROCESS -> QUALITY; membrane_fluidity: description aligned with its 24 peers. The schema's OWN example of QUALITY: 'a quality or measurable attribute of a cellular component (e.g. membrane fluidity ...)'. 24 of 25 occurrences are already QUALITY and describe 'the physical state of the lipid bilayer'. The lone BIOLOGICAL_PROCESS one (temperature_delta_mid2.yaml) is the interesting case: its DESCRIPTION said 'Maintenance of optimal membrane fluidity', which is a process and would argue for a rename rather than a retype -- but its EDGES read the other way, 'unsaturated_fatty_acids -increases-> membrane_fluidity -enables-> broad_thermal_adaptation', which is the homeoviscous-adaptation cascade acting on the PROPERTY, and matches how the other 24 are wired. Three signals (schema, 24 peers, its own edges) against one (its description), so the description is what was wrong; it is corrected here rather than the node being renamed.