Evidence map›Paper›PMID 41609690›Full record

ArticleMicrobial genomics2026

The Mpox contextual data specification package: a data curation toolkit to support collaborative pathogen genomic surveillance.

Emma J Griffiths, Rhiannon Cameron, Charlotte Barclay, Nithu Sara John, Damion Dooley, Ivan Gill, Madeline Iseminger, Muhammad Zohaib Anwar, Mark E Horsman, Keith MacKenzie and 26 more

Abstract read
In one paragraph

Article in Microbial genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

36 authors.

Emma J GriffithsCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Rhiannon CameronCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Charlotte BarclayCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Nithu Sara JohnCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Damion DooleyCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Ivan GillCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Madeline IsemingerCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Muhammad Zohaib AnwarCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.
Mark E HorsmanPublic Health Ontario, Toronto, ON, Canada.
Keith MacKenzieRoy Romanow Provincial Laboratory, Regina, SK, Canada.
Natalie PrystajeckyBCCDC Public Health Laboratory, Vancouver, BC, Canada.
John TysonBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Agatha JassemBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Tracy LeeBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Rob AzanaBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Janet FungBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Michael ChanBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Branco CheungBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Frankie TsangBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Dan FornikaNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Jessica M CaletaNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Tara NewmanNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Kevin C YangNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Shannon L RussellBCCDC Public Health Laboratory, Vancouver, BC, Canada.
James E A ZlosnikBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Linda HoangBCCDC Public Health Laboratory, Vancouver, BC, Canada.
Natalie KnoxNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Andrea D TylerNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Emily HaidlNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Chanchal YadavNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Ana T DugganNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Levon KearneyNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Christopher TownendNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Bernadette CruzNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Gary Van DomselaarNational Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
William W L HsiaoCentre for Infectious Disease Genomics and One Health (CIDGOH), Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A sudden increase in the number of Mpox virus (MPXV) cases worldwide prompted the WHO to declare a Public Health Emergency of International Concern in 2022 and again in 2024. Public health genomic surveillance of MPXV in impacted areas is ongoing to inform national and international situational awareness, with a growing number of sequences available in public sequence repositories. Critical to genomic surveillance is well-curated and harmonized contextual data - the sample metadata, epidemiological and clinical data, lab results and method information that enables the interpretation of sequence data for public health responses and decision-making. Contextual data, however, is often unstructured or highly variable in formats, granularity and terminology. This variability usually requires a great deal of manual clean-up before it can be integrated and used for analysis, which can be laborious, time-consuming and error-prone. To facilitate harmonization of contextual data for genomic surveillance during the 2022 and 2024 epidemics, an MPXV contextual data specification was developed by the Centre for Infectious Disease Genomics and One Health (Simon Fraser University, Canada) in collaboration with several teams at Canada's National Microbiology Lab [Public Health Agency of Canada (PHAC)] as well as provincial public health laboratories. The MPXV specification provides standardized ontology-based fields and terms for capturing information about MPXV samples and infections and prioritizes geo-temporal, data provenance and sampling strategy information for surveillance. The specification utilizes the same semantic framework used to develop other public health pathogen genomics data standards, thus demonstrating its adaptability for additional infectious diseases. The specification has been implemented as a template within an open-source application known as the DataHarmonizer, which provides curation, validation and data transformation features and functions. The MPXV specification is already being utilized in Canada and is freely available for international use. The MPXV specification adds to a growing library of interoperable, harmonized community consensus contextual data standards for public health pathogen genomics.

Indexed as

Data CurationGenomicsMpox, MonkeypoxBiocurationCanadaGenome, ViralHumansMetadataPublic HealthSoftwarecontextual datadata managementgenomic surveillanceharmonizationMpoxMpox virus (MPXV)

Identifiers

PMID41609690
PMCPMC13293314

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.