AMR Fitness Profiles

Reusable Object

This product brings AMR gene family, mechanism, conservation, environment, and no-antibiotic fitness evidence into one reusable profile concept.

Review Brief

What changed: AMR profiles now need to interoperate with metal tolerance, prophage density, and environmental metadata rather than serving only as AMR summaries.

Why review matters: this product is central to co-selection work. Reviewers should check that it preserves mechanism class, conservation, environment, and cost instead of collapsing them into a single resistance score.

Evidence to inspect:

• amr_pangenome_atlas for AMR family and mechanism structure.
• amr_fitness_cost for cost and stratification evidence.
• Metal-AMR co-selection readiness for the main downstream tension.

Questions for reviewers:

• Which fields are mandatory before AMR profiles can be joined to metal tolerance scores?
• Should mobile-element context be part of this product or a separate derived product?
• Are antibiotic-free fitness costs being kept distinct from resistance mechanism prevalence?
• What consumer project should be added before the product status moves beyond promoted draft?

Why It Is High Value

AMR is not just presence/absence. Reuse needs to preserve whether a mechanism is core or accessory, how it distributes across environments, and whether it carries measurable fitness cost.

High-Value Joins

• Join AMR profiles to metal tolerance scores to test co-selection.
• Join AMR profiles to environment labels to find structured resistome niches.
• Join AMR mechanisms to fitness-cost estimates before proposing intervention or persistence claims.

Caveats

Profiles remain context dependent. Antibiotic-free fitness costs, contaminated-site enrichment, and mechanism labels should not be collapsed into one undifferentiated resistance score.