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Record W4409333233 · doi:10.1128/aem.02356-24

Approaches for inactivating highly pathogenic avian influenza H5N1 cattle isolate for safe containment level 2 laboratory practices

2025· article· en· W4409333233 on OpenAlexaff
Lauren Aubrey, Ulises Barron-Castillo, Nathalie G. Bérubé, Natalia Pessoa, Leslie Macas Jacome, Jill Trann, Andrew A. Gentes, Jill van Kessel, Bryce M. Warner, Antonio Facciuolo, Yan Zhou

Bibliographic record

VenueApplied and Environmental Microbiology · 2025
Typearticle
Languageen
FieldMedicine
TopicInfluenza Virus Research Studies
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsInfluenza A virus subtype H5N1Influenza A virusBiologyInfectious doseMicrobiologyVeterinary medicineVirologyVirusMedicine

Abstract

fetched live from OpenAlex

In March 2024, highly pathogenic avian influenza (HPAI) H5N1 was detected in Texas dairy cattle and has since spread to over 500 herds in the United States. Historically, H5N1 transmission to humans has occurred because of contact with infected birds, and over 800 cases have been reported since 2003, with a mortality rate of 52%. Sustained human-to-human transmission of H5N1 has not been observed. HPAI requires physical containment and operational practices to be completed in a containment level 3 (CL-3) laboratory. To safely bring samples containing inactivated HPAI to CL-2 laboratories for further analysis, we tested methods of inactivation for downstream RNA extraction or antibody response assays. Samples containing A/dairy cattle/Texas/24-008749-002/2024 (H5N1 cattle virus) destined for RNA extraction were incubated with Buffer AVL (Qiagen) with 95% ethanol, or Buffer RLT (Qiagen) with 70% ethanol. Samples tested for antibody assays, serum, and milk containing HPAI were incubated with 0.5% vol/vol Triton X-100 at 60°C. We found that Buffer AVL with 95% ethanol inactivated H5N1 cattle virus in supernatant from infected cells, milk, blood, and urine. Buffer RLT with 70% ethanol inactivated H5N1 cattle virus in infected cell pellet, spiked milk, blood, urine, and tissue. Finally, incubation with 0.5% vol/vol Triton X-100 followed by a 30 minute heat treatment at 60°C completely inactivated the H5N1 cattle virus in whey and serum. This work is essential for allowing the safe transfer of H5N1 samples produced in CL-3 to lower containment laboratories for downstream analyses.IMPORTANCEHistorically, human infections from highly pathogenic avian influenza (HPAI) have occurred from contact with infected birds, with estimated mortality rates of 52%. Recently, this virus has spilled over into many mammalian species and has rapidly spread between dairy cattle herds in the United States, causing multiple human infections after exposure to infected cows. Characterization of this virus is imperative for reducing risk to humans. Work with live HPAI virus must be undertaken in containment level 3 facilities, which limits the amount and type of work that can be done due to time-consuming biosafety procedures and lack of equipment. In this article, we outline how to effectively inactivate HPAI to enable safe work in containment level 2 facilities and facilitate more efficient work on this pathogen.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.085
GPT teacher head0.325
Teacher spread0.241 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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