pangenome openness

traitmech:000102 · CLASS · REVIEWED

A genomics trait describing the structure of a species' pangenome — the balance of core versus accessory genes and whether the pangenome is open (continually acquiring new genes across genomes) or closed.

Horizontal gene transfer drives open pangenomes

Evidence-backed causal sketch linking HGT and ecological breadth to open versus closed pangenome structure.

Horizontal gene transfer drives open pangenomes Interactive directed graph showing evidence-backed causal relationships for pangenome openness.

Edge evidence

  • horizontal gene transfer causes pangenome openness biolink:causes

    HGT continually adds new accessory genes, keeping the pangenome open.

    • DOI:10.1073/pnas.0506758102 Tettelin et al. introduce the pan-genome concept distinguishing open vs closed pangenomes.
  • pangenome openness associated with accessory gene pool biolink:associated_with

    Open pangenomes accumulate large accessory gene pools across strains.

    • DOI:10.1038/nmicrobiol.2017.40 McInerney et al. review the ecological and population drivers of pangenome openness.
  • plasmid enables horizontal gene transfer RO:0002327

    Plasmids are mobile vehicles for accessory genes, increasing opportunity for gene acquisition.

    • DOI:10.1099/mgen.0.001021 Gene gain and loss mediated by mobile genetic elements including plasmids.
  • prophage promotes pangenome openness RO:0002213

    Prophage-associated gene flux contributes to recent gain/loss and accessory genome expansion.

    • DOI:10.3390/microorganisms12050986 Prophages, integrases, and transfer/mobile elements identified as main drivers of pangenome openness.
  • gene gain and loss dynamics shapes pangenome openness

    Open/closed behavior reflects balance of ongoing gene gain versus loss across sampled lineages.

    • DOI:10.1101/2022.04.23.489244 HGT and resultant gene gain and loss dynamics are central drivers of pangenome composition.
  • core gene fraction negatively associated with pangenome openness

    A larger conserved core leaves less flexible accessory fraction; empirically anticorrelated with openness.

    • DOI:10.3390/microorganisms12050986 Strong inverse correlation between core gene percentage and openness coefficient (corr = -0.910).
  • rare gene fraction positively associated with pangenome openness

    A higher proportion of rare genes indicates continued acquisition and non-saturation of the pangenome.

    • DOI:10.3390/microorganisms12050986 Positive correlation between rare gene percentage and openness coefficient (corr = 0.742).
  • sampling bias biases estimate of apparent pangenome openness

    Apparent openness can reflect which genomes were sampled rather than true HGT dynamics.

    • DOI:10.1101/2022.04.23.489244 Gene accumulation curves can be misleading because they may reflect sampling temporal/diversity bias.
  • annotation error biases estimate of apparent pangenome openness

    Misannotation inflates or deflates presence/absence calls and can misclassify open/closed status.

    • DOI:10.1101/2022.04.23.489244 Higher rates of annotation error can lead to incorrect estimates of whether a pangenome is open or closed.

Provenance

Source
METPO (2025-11-25)
Definition source
DOI:10.1073/pnas.0506758102

Parent traits (1)

Synonyms (1)

  • open pangenome NARROW_SYNONYM · DOI:10.1073/pnas.0506758102

kg-microbe context

Matched 1 kg-microbe node via parent_proxy.

  • METPO:1000188 [-0.956, -1.962, -3.148, +1.274, …]

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).

Curation history

  1. · PROPOSED_FROM_RESEARCH · claude

    Proposed candidate GENOMICS trait (pangenome openness) from literature research.

  2. · CURATED_CAUSAL_GRAPH · claude

    Added evidence-backed causal graph (HGT-driven open pangenome) with biolink predicate groundings; promoted PROPOSED to REVIEWED.

  3. · GROUND_CAUSAL_NODES · claude

    Grounded 1 causal-node grounding field(s) via mappings/node_grounding.tsv (GO:0009292×1).

  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 2 causal-edge predicate_id field(s) via mappings/predicate_grounding.tsv (RO:0002327×1, RO:0002213×1).