A reusable model of pangenome selection informs optimal surveillance strategies over vaccine introductions.

Lorenz LJ, Hellewell J, Horsfield ST, Russell MJ, Shrestha S, Pollard AJ, Bentley SD, Lo SW, Colijn C, Croucher NJ, Lees JA

Open source

DOI: 10.1186/s13073-026-01672-4
Published: 2026 Sep 7
Container: Genome medicine
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1186/s13073-026-01672-4,
  title = {A reusable model of pangenome selection informs optimal surveillance strategies over vaccine introductions.},
  author = {Lorenz LJ and Hellewell J and Horsfield ST and Russell MJ and Shrestha S and Pollard AJ and Bentley SD and Lo SW and Colijn C and Croucher NJ and Lees JA},
  year = {2026},
  journal = {Genome medicine},
  doi = {10.1186/s13073-026-01672-4},
  url = {https://doi.org/10.1186/s13073-026-01672-4}
}

RIS

TY  - JOUR
TI  - A reusable model of pangenome selection informs optimal surveillance strategies over vaccine introductions.
AU  - Lorenz LJ
AU  - Hellewell J
AU  - Horsfield ST
AU  - Russell MJ
AU  - Shrestha S
AU  - Pollard AJ
AU  - Bentley SD
AU  - Lo SW
AU  - Colijn C
AU  - Croucher NJ
AU  - Lees JA
PY  - 2026
JO  - Genome medicine
DO  - 10.1186/s13073-026-01672-4
UR  - https://doi.org/10.1186/s13073-026-01672-4
ER  -

APA

LJ, L., J, H., ST, H., MJ, R., S, S., AJ, P., SD, B., SW, L., C, C., NJ, C., & JA, L. (2026). A reusable model of pangenome selection informs optimal surveillance strategies over vaccine introductions.. Genome medicine. https://doi.org/10.1186/s13073-026-01672-4

Source records

pubmed · retrieved 2026-09-25T17:27:14.409Z
europe-pmc · retrieved 2026-09-25T17:27:14.415Z
doaj · retrieved 2026-09-25T17:27:14.417Z