Evidence map›Paper›PMID 42156775›Full record

ArticleScientific data2026

Dataset for selecting surrogates of emerging biothreat pathogens in laboratory research.

Anthony N Alfredo, Dawn Garrison, Jessica E Hall, Anna C Smith, Megan W Howard, Ryan R James, Katherine Ratliff, Vipin Rastogi, M Worth Calfee

Abstract readDataset
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Anthony N AlfredoBattelle Memorial Institute - Columbus, Columbus, OH, USA.
Dawn GarrisonBattelle Memorial Institute - Columbus, Columbus, OH, USA.
Jessica E HallBattelle Memorial Institute - Columbus, Columbus, OH, USA.
Anna C SmithBattelle Memorial Institute - Columbus, Columbus, OH, USA.
Megan W HowardBattelle Memorial Institute - Columbus, Columbus, OH, USA.ORCID http://orcid.org/0000-0002-7100-6202
Ryan R JamesBattelle Memorial Institute - Columbus, Columbus, OH, USA.
Katherine RatliffUS Environmental Protection Agency, Research Triangle Park, North Carolina, 27711, USA.
Vipin RastogiUS Environmental Protection Agency, Research Triangle Park, North Carolina, 27711, USA.
M Worth CalfeeUS Environmental Protection Agency, Research Triangle Park, North Carolina, 27711, USA. calfee.worth@epa.gov.ORCID http://orcid.org/0000-0001-6544-329X

Funding

EPA 68HERC21D0002
6 · The paper itself

Abstract

Exposure to and transmission of biothreat agents is a serious concern with potentially devastating public health consequences. The rapid development of environmental countermeasure strategies is essential for mitigation efforts, as observed during the recent SARS-CoV-2 pandemic. Only a limited number of laboratories are equipped with the proper containment facilities to handle highly pathogenic biothreat agents. Resources such as Biosafety in Microbiological and Biomedical Laboratories (BMBL), the Bacterial Diversity Database (BacDive), and the International Committee on Taxonomy of Viruses (ICTV) contain information on bacteria and viruses to aid researchers in selecting non-pathogenic surrogates for laboratory testing aimed at modeling pathogenic agents of interest and developing risk mitigation strategies. Currently, no single, comprehensive dataset exists that includes bacterial and viral surrogate candidates for experimental use. Thus, data from BMBL, BacDive, ICTV, and other available data sources were retrieved and culled to create the Biothreat Surrogate Alignment (BSA) dataset, a set of pertinent surrogate data. Fields describing possible surrogates that would be most applicable to a specific threat are included.

Indexed as

BacteriaContainment of BiohazardsCOVID-19HumansLaboratoriesPandemicsSARS-CoV-2Viruses

Identifiers

PMID42156775
PMCPMC13447821

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.