temperature delta mid1

METPO:1000485 · CLASS · REVIEWED

A temperature delta phenotype with a growth-supporting temperature breadth of approximately 10–20 °C, characteristic of organisms with moderate thermal-tolerance breadth.

Temperature-delta-mid1 moderate-breadth thermal adaptation

DOI-backed graph linking moderate thermal-adaptation flexibility to a 10–20 °C temperature growth breadth.

Temperature-delta-mid1 moderate-breadth thermal adaptation Interactive directed graph showing evidence-backed causal relationships for temperature delta mid1.

Edge evidence

  • moderate thermal-adaptation flexibility confers temperature delta mid1 METPO:2007700

    Moderate thermal-adaptation flexibility yields a 10–20 °C temperature-delta breadth.

    • DOI:10.1146/annurev-micro-091313-103612 more unsaturated fatty acids Supports moderate remodeling flexibility as the basis of an intermediate breadth.
  • temperature delta mid1 is a temperature delta rdfs:subClassOf

    Temperature delta mid1 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 10–20 °C breadth as a value within the temperature-delta distribution.
  • decrease in ambient temperature increases cis-unsaturated fatty acid biosynthesis RO:0002213

    Colder temperature shifts fatty-acid synthesis toward cis-unsaturated products to preserve membrane function.

    • DOI:10.1007/s42770-023-01057-4 Ramon 2023 review: increased unsaturation (especially cis-MUFA) on temperature decrease; broad review support.
  • cis-unsaturated fatty acid biosynthesis increases membrane unsaturated fatty acids RO:0002213

    Cis-unsaturated fatty acid biosynthesis raises the unsaturated acyl-chain content of membrane lipids.

    • DOI:10.1007/s42770-023-01057-4 Ramon 2023: microbes increase cis-unsaturation to remodel membranes, a general cold-adaptation output.
  • membrane unsaturated fatty acids increases membrane fluidity RO:0002213

    More unsaturated acyl chains counteract cold-induced rigidification and restore membrane fluidity.

    • DOI:10.1128/spectrum.03925-23 Sidarta 2024: desaturation fluidizes membranes; central homeoviscous-adaptation edge, generalizable.
  • membrane physical-state change activates two-component cold signaling RO:0002213

    Cold-induced changes in the membrane liquid-crystalline state act as the upstream sensor activating two-component cold signaling.

    • DOI:10.1007/s42770-023-01057-4 Ramon 2023: cold sensing via changes in liquid-crystalline state of membranes that activate two-component signalling.
  • membrane fluidity enables moderate thermal-adaptation flexibility RO:0002327

    Maintained membrane fluidity across temperature shifts underlies the moderate thermal-adaptation flexibility that supports the breadth.

    • DOI:10.1128/spectrum.03925-23 Sidarta 2024: homeoviscous adaptation restores fluidity, the membrane-target of thermal adaptation.
  • Tmin and Tmax growth boundaries defines thermal niche / temperature breadth METPO:2007500

    Growth-supporting minimum and maximum temperatures flank the thermal function and mark the thermal niche/breadth.

    • DOI:10.3390/pr8010121 Noll 2020: Tmin and Tmax for growth flank the function and mark the thermal tolerance/niche of an organism.
  • thermal niche / temperature breadth is a temperature delta rdfs:subClassOf

    The Tmin/Tmax-bounded thermal niche is the breadth quantity captured by the temperature-delta phenotype.

    • DOI:10.3390/pr8010121 Noll 2020: thermal breadth treated as a cardinal-temperature bounded niche property.

Provenance

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

Synonyms (1)

  • Td_10_20 RELATED_SYNONYM · metpo.owl

kg-microbe context

Matched 1 kg-microbe node via direct_metpo.

  • METPO:1000485 [+0.841, -0.698, +1.716, +3.076, …]

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_mid1-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 mid1

## Executive summary

**Trait:** temperature delta mid1  
**Identifier:** **METPO:1000485**  
**Synonym:** Td_10_20  
**Parent:** METPO:1000303  
**Proposed operational meaning:** a microbial strain supports measurable growth over an approximately **10–20 °C interval**, calculated as **Tmax − Tmin**, under one explicitly defined assay condition.

The literature defines thermal tolerance as “the temperature range within which a species can grow.” Accordingly, METPO:1000485 should represent a **growth-range phenotype**, not optimum temperature, environmental temperature at isolation, presence across field samples, or survival after an acute heat/cold shock (he2023highspeciationrate pages 1-2). The strongest general mechanism relevant to the lower end of such a range is homeoviscous membrane adaptation. The strongest upper-end mechanisms are protein-quality-control systems, especially GroEL/GroES and DnaK/DnaJ. However, no located study directly establishes that any single mechanism causes the specific **10–20 °C breadth class**. The final connection from endpoint mechanisms to METPO:1000485 must therefore remain an inferred graph-level hypothesis.

## 1. Trait scope and boundaries

### 1.1 Recommended phenotype definition

For curation, define:

> **temperature delta = highest tested temperature supporting growth − lowest tested temperature supporting growth**, with a value from approximately 10 through 20 °C.

“Growth supporting” should require an assay-level criterion such as a reproducible increase in optical density, biomass, cell count, colony-forming units, or substrate-linked biomass production after inoculation. Record medium, pH, salinity, oxygen status, incubation time, inoculum history, and temperature-step resolution. These variables can move apparent Tmin or Tmax and therefore alter the assigned breadth.

A 2023 hot-spring study treated thermal niche breadth as an occurrence distribution across 54.8–80 °C and classified taxa detected at one temperature as temperature-sensitive and taxa detected at at least five temperatures as resistant/generalist. This is useful ecological evidence, but it is not equivalent to axenic growth limits because abundance, dispersal, interactions, and detection thresholds affect occurrence (he2023highspeciationrate pages 2-4, he2023highspeciationrate pages 1-2).

### 1.2 Boundary cases

- **Narrower neighboring trait:** ΔT below approximately 10 °C; exclude from METPO:1000485.
- **Broader neighboring trait:** ΔT above approximately 20 °C; exclude even if the organism is a mesophile.
- **Endpoint location:** a 10–20 °C breadth can occur around cold, moderate, or warm optima. Breadth does not by itself imply mesophily.
- **Acute survival:** viability after minutes of heat or cold exposure is not growth over the temperature interval.
- **Lag-only response:** transient growth arrest after a temperature shift does not establish a new Tmin or Tmax.
- **Field occupancy:** detection at several environmental temperatures estimates realized niche breadth, not necessarily fundamental growth breadth.
- **Condition-dependent breadth:** oxygen, nutrient composition, salinity, pressure, pH, and host association must be represented as assay or environmental context rather than silently pooled.

### 1.3 Current interpretation

Moderate breadth is best modeled as the intersection of at least two physiological capacities:

1. **Lower-end capacity:** preservation of membrane function, RNA metabolism, translation, and enzyme activity as temperature falls.
2. **Upper-end capacity:** preservation of proteostasis, membrane/envelope integrity, translation, DNA maintenance, and redox homeostasis as temperature rises.

Thermal generalism can also entail a performance trade-off. In hot-spring communities, wide-niche taxa showed niche expansion but poorer local performance—the “jack-of-all-trades, master-of-none” pattern (he2023highspeciationrate pages 1-2). Evolved heat-resistant *E. coli* likewise reached higher maximum temperatures but had decreased fitness at 37 °C (rudolph2010evolutionofescherichia pages 4-5).

## 2. Candidate graph nodes

Identifiers below are conservative suggestions. Label-only nodes are preferable where a strain-specific protein lacks a verified database accession.

### 2.1 Trait and assay nodes

- **temperature delta mid1** — **METPO:1000485**
- temperature delta / growth-temperature breadth — parent supplied as **METPO:1000303**
- minimum growth temperature, Tmin — label-only assay endpoint
- maximum growth temperature, Tmax — label-only assay endpoint
- growth rate, biomass increase, CFU increase — assay-observed variables
- temperature downshift; temperature upshift; chronic growth temperature; acute thermal shock — separate experimental-factor nodes
- culture medium, oxygen availability, salinity, pH, pressure, incubation duration — context nodes

### 2.2 Cellular structures and biophysical states

- cytoplasmic membrane — **GO:0005886**

Showing the first 60 of 267 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 moderate thermal-adaptation flexibility to the temperature-delta-mid1 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 (8 new nodes) from the deep-research report.

  5. · GROUND_CAUSAL_PREDICATES · claude

    Grounded 7 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002213×4, RO:0002327×1, METPO:2007500×1, rdfs:subClassOf×1).

  6. · GROUND_CAUSAL_NODES · claude

    Grounded 1 causal-node grounding field(s) via mappings/node_grounding.tsv (METPO:1007505×1).

  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.