Table 3 Representative sample matrices, pretreatment protocols, and compatible detection modalities for avian influenza virus detection128,129

From: Multimodal sensing technologies for HPAI biosurveillance in poultry production systems

Sample matrix/source

Typical collection method

Common pretreatment or processing

Suitable detection modalities

Notes/applications

Oropharyngeal/cloacal swabs

Sterile polyester or nylon flocked swabs; stored in viral transport medium (VTM)

Vortexing → low-speed centrifugation → RNA extraction

RT-qPCR, RT-LAMP, CRISPR–Cas12a, electrochemical biosensors

Standard diagnostic sample; high viral load during acute infection

Blood/serum

Venipuncture or post-mortem collection

Centrifugation (3000×g, 10 min) → serum separation

Serological assays (HI, ELISA), SPR biosensors

Detects antibodies or antigenemia; used for surveillance or confirmation

Aerosol/airborne dust

Cyclone sampler, gelatin filter, or impinger

Filtration or condensation → buffer elution → centrifugal concentration

Capacitive/impedance biosensors, SERS

Enables non-invasive environmental monitoring; humidity affects signal stability

Water/brine (drinking troughs, wetlands)

Sterile bottle sampling (250–500 mL)

Pre-filtration (0.45 µm) → ultrafiltration or PEG precipitation → RNA extraction

RT-qPCR, RT-LAMP, CRISPR–Cas12a, Electrochemical

Low viral titers; concentration step critical for sensitivity

Feces/litter

Fresh droppings collected with a sterile spatula

Homogenization (10% w/v) → clarification → RNA extraction

RT-qPCR, electrochemical, SPR

Suitable for flock-level surveillance; inhibitors may require dilution

Feed/surface swabs (Fomites)

Sterile gauze or sponge moistened in PBS

Elution → filtration → RNA extraction

RT-qPCR, CRISPR–Cas12a, electrochemical

Detects environmental contamination from handling or equipment