Submitted:
31 March 2025
Posted:
31 March 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. The Alveo Sense Technology
2.2. LAMP Assay Development
2.3. Strains and Sample Collection and Matrix Preparation
2.4. Influenza A Real-Time PCR
2.5. Laboratory Validation
2.6. Positive Field Sample, Positive Spiked Sample, and Negative Field Sample Testing
2.7. Statistical Analysis
2.8. Ethical Statement
3. Results
3.1. LAMP Primer Design
3.2. Limit of Blank (LoB)
3.3. Technical Specificity
3.4. Limit of Detection (LoD95)
3.5. Precision Analysis
3.6. Robustness
3.7. Positive Field Sample, Positive Spiked Sample, and Negative Field Sample Testing
4. Discussion
5. Conclusions
6. Patents
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AI | Avian Influenza |
| AIV | Avian Influenza Virus |
| BLAST | Basic Local Alignment Search Tool |
| CL | Cloacal |
| Ct | Cycle Threshold |
| DIVA | Differentiating Infected from Vaccinated Animals |
| DNA | Deoxyribonucleic acid |
| DOAJ | Directory of open access journals |
| EID50 | 50% Egg Infectious Dose |
| ELISA | Enzyme-linked immunosorbent assay |
| F3 / B3 | Forward Outer Primer / Backwards Outer Primer |
| FIP / BIP | Forward Inner Primer / Backwards Inner Primer |
| GISAID | Global Initiative on Sharing All Influenza Data |
| HA | Hemagglutinin |
| HP | High Pathogenicity |
| HPAI | High Pathogenicity Avian Influenza |
| IBV | Infectious Bronchitis Virus |
| IDT | Integrated DNA Technologies |
| LAMP | Loop Mediated Isothermal Nucleic Acid Amplification |
| LF / LB | Loop Forward Primer / Loop Backwards Primer |
| LFDs | Lateral Flow Devices |
| LoB | Limit of Blank |
| LoD95 | Limit of Detection 95% |
| LP | Low Pathogenicity |
| LPAI | Low Pathogenicity Avian Influenza |
| MDPI | Multidisciplinary Digital Publishing Institute |
| NA | Neuraminidase |
| NAAT | Nucleic Acid Amplification Test |
| NCBI | National Center for Biotechnology Information |
| NDV | Newcastle disease virus |
| NEB | New England Biolabs |
| NTC | No template control |
| OP | Oropharyngeal |
| PC | Positive control |
| PCR | Polymerase Chain Reaction |
| POC | Point of Care |
| RNA | Ribonucleic acid |
| RT-LAMP | Reverse-Transcription Loop Mediated Isothermal Nucleic Acid Amplification |
| RT-PCR | Real-Time Polymerase Chain Reaction |
| SPF | Specified Pathogen Free |
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| Group | Strain (HN subtype/lineage/clade) | Sample type | TaqMan PCR (Ct) AIV/H5/H7 | AIV/H5/H9 |
Qualitative Results (#positive / #tested) |
|||
|---|---|---|---|---|---|---|---|
| M | H5 | H7 | H9 | ||||
| H5 Avian Influenza Viruses | H5N1 (EU_nonGdGD) | OP | 30 | 28 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 |
| CL | 27 | 27 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | ||
| H5N2 (AM_nonGdGD) | OP | 29 | 31 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | |
| CL | 28 | 28 | 7 | 7 | 7 | 7 | 0 | 4 | 0 | 3 | ||
| H5N2 (EU_nonGdGD) | OP | 28 | 29 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | |
| CL | 25 | 25 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | ||
| H5N3 (EU_nonGdGD) | OP | 28 | 29 | 7 | 7 | 7 | 7 | 0 | 4 | 0 | 3 | |
| CL | 26 | 25 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | ||
| H5N3 (EU_nonGdGD) | OP | 29 | 28 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | |
| CL | 26 | 26 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | ||
| H5N8 (2.3.4.4b) | OP | 31 | 25 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | |
| CL | 27 | 24 | 6 | 6 | 6 | 6 | 0 | 3 | 0 | 3 | ||
| Non-H5 Avian Influenza Viruses | H3N1 | OP | 28 | 32 | 8 | 8 | 0 | 8 | 0 | 4 | 0 | 4 |
| CL | 25 | 25 | 6 | 6 | 0 | 6 | 0 | 3 | 0 | 3 | ||
| H6N1 | OP | 28 | 30 | 8 | 8 | 0 | 8 | 0 | 4 | 0 | 4 | |
| CL | 26 | 26 | 6 | 6 | 0 | 6 | 0 | 3 | 0 | 3 | ||
| H7N1 (Eurasian lineage) | OP | 29 | 31 | 6 | 6 | 0 | 6 | 3 | 3 | 0 | 3 | |
| CL | 26 | 26 | 6 | 6 | 0 | 6 | 3 | 3 | 0 | 3 | ||
| H7N7 (Eurasian lineage) | OP | 29 | 31 | 6 | 6 | 0 | 6 | 3 | 3 | 0 | 3 | |
| CL | 27 | 24 | 6 | 6 | 0 | 6 | 3 | 3 | 0 | 3 | ||
| H9N2 (G lineage) | OP | 28 | 29 | 6 | 6 | 0 | 6 | 0 | 3 | 3 | 3 | |
| CL | 25 | 25 | 6 | 6 | 0 | 6 | 0 | 3 | 3 | 3 | ||
| H9N2 (G lineage) | OP | 26 | 28 | 7 | 7 | 0 | 7 | 0 | 4 | 3 | 3 | |
| CL | 26 | 26 | 6 | 6 | 0 | 6 | 0 | 3 | 3 |3 | ||
| Group | Strain (serotype or subtype) | TaqMan PCR (Ct) AIV/H5/H7 | AIV/H5/H9 |
Qualitative Results (#positive / #tested) |
|||
|---|---|---|---|---|---|---|
| M | H5 | H7 | H9 | |||
| Non-AIV Pathogens | Infectious bronchitis virus, D388_GI-13 | 22 | 22 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 |
| Infectious bronchitis virus, D274_GI-12 | 21 | 21 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Infectious bronchitis virus, M41_GI-1 | 23 | 23 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Infectious bronchitis virus, 4/91_GI-13 | 27 | 27 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Infectious laryngotracheitis virus | 24 | 24 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avian metapneumovirus (AMPV-A) | 25 | 26 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avian metapneumovirus (AMPV-B) | 21 | 23 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avian metapneumovirus (AMPV-C) | 27 | 27 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Newcastle Disease virus (NDV) | 22 | 22 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Mycoplasma synoviae | 21 | 21 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Mycoplasma synoviae | 26 | 26 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Mycoplasma gallisepticum | 22 | 22 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avibacterium paragallinarum A1 | 23 | 23 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avibacterium paragallinarum B1 | 23 | 23 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Avibacterium paragallinarum C4 | 24 | 24 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Pasteurella multocida | 24 | 24 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Gallibacterium anatis | 22 | 22 | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Ornithobacterium rhinotracheale (ORT) | -* | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Riemerella anatipestifer | -* | 0 | 4 | 0 | 4 | 0 | 2 | 0 | 2 | |
| Strain (subtype/lineage/clade) | Sample Type | TaqMan PCR (Ct) | Qualitative Results (# positive | # tested) |
||
|---|---|---|---|---|---|
| M | H5 | H7 | |||
| H5N2 (AM_nonGdGD) individual |
OP | 33 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 29 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 3 |
OP | 34 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 29 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 5 |
OP | 34 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 35 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 10 | OP | 36 | 2 | 2 | 1 | 2 | 0 | 2 |
| H5N8 (2.3.4.4b) individual |
OP | 28 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 30 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N8 (2.3.4.4b) pools of 3 |
OP | 28 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 29 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N8 (2.3.4.4b) pools of 5 |
OP | 30 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 30 | 2 | 3 | 3 | 3 | 0 | 3 | |
| H5N8 (2.3.4.4b) pools of 10 | OP | 31 | 3 | 3 | 3 | 3 | 0 | 3 |
| H7N7 (Eurasian lineage) individual |
OP | 24 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 28 | 2 | 2 | 0 | 2 | 2 | 2 | |
| H7N7 (Eurasian lineage) pools of 3 |
OP | 25 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 30 | 2 | 2 | 0 | 2 | 2 | 2 | |
| H7N7 (Eurasian lineage) pools of 5 |
OP | 25 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 27 | 3 | 3 | 0 | 3 | 3 | 3 | |
| H7N7 (Eurasian lineage) pools of 10 | OP | 28 | 3 | 3 | 0 | 3 | 3 | 3 |
| Strain (subtype/lineage/clade) | Sample Type | TaqMan PCR (Ct) | Qualitative Results (# positive | # tested) |
||
|---|---|---|---|---|---|
| M | H5 | H9 | |||
| H5N2 (AM_nonGdGD) individual | OP | 31 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 30 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 3 | OP | 33 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 30 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 5 | OP | 31 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 31 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N2 (AM_nonGdGD) pools of 10 | OP | 30 | 3 | 3 | 3 | 3 | 0 | 3 |
| H5N8 (2.3.4.4b) individual | OP | 29 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 29 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N8 (2.3.4.4b) pools of 3 | OP | 30 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 29 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N8 (2.3.4.4b) pools of 5 | OP | 30 | 2 | 2 | 2 | 2 | 0 | 2 |
| CL | 28 | 2 | 2 | 2 | 2 | 0 | 2 | |
| H5N8 (2.3.4.4b) pools of 10 | OP | 28 | 3 | 3 | 3 | 3 | 0 | 3 |
| H9N2 (G lineage) individual | OP | 26 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 28 | 2 | 2 | 0 | 2 | 2 | 2 | |
| H9N2 (G lineage) pools of 3 | OP | 27 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 29 | 2 | 2 | 0 | 2 | 2 | 2 | |
| H9N2 (G lineage) pools of 5 | OP | 28 | 2 | 2 | 0 | 2 | 2 | 2 |
| CL | 29 | 2 | 2 | 0 | 2 | 2 | 2 | |
| H9N2 (G lineage) pools of 10 | OP | 28 | 3 | 3 | 0 | 3 | 3 | 3 |
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