@article{fdi:010075160, title = {{O}ptimising the detectability of {H}5{N}1 and {H}5{N}6 highly pathogenic avian influenza viruses in {V}ietnamese live-bird markets}, author = {{V}ergne, {T}imoth{\'e}e and {M}eyer, {A}. and {L}ong, {P}. {T}. and {E}lkholly, {D}. {A}. and {I}nui, {K}. and {P}adungtod, {P}. and {N}ewman, {S}. {H}. and {F}ournie, {G}. and {P}feiffer, {D}. {U}.}, editor = {}, language = {{ENG}}, abstract = {{L}ive bird markets ({LBM}s) are major targets for avian influenza virus ({AIV}) surveillance programmes. {W}hile sampling the {LBM} environment has become a widely used alternative to the labour-intensive sampling of live poultry, the design of surveillance programmes and the interpretation of their results are compromised by the lack of knowledge about the effectiveness of these sampling strategies. {W}e used latent class models and a unique empirical dataset collated in {V}ietnamese {LBM}s to estimate the sensitivity and specificity of five different sample types for detecting {AIV}s subtypes {H}5{N}1 and {H}5{N}6: oropharyngeal duck samples, solid and liquid wastes, poultry drinking water and faeces. {R}esults suggest that the sensitivity of environmental samples for detecting {H}5{N}1 viruses is equivalent to that of oropharyngeal duck samples; however, taking oropharyngeal duck samples was estimated to be more effective in detecting {H}5{N}6 viruses than taking any of the four environmental samples. {T}his study also stressed that the specificity of the current surveillance strategy in {LBM}s was not optimal leading to some false positive {LBM}s. {U}sing simulations, we identified 42 sampling strategies more parsimonious than the current strategy and expected to be highly sensitive for both viruses at the {LBM} level. {A}ll of these strategies involved the collection of both environmental and oropharyngeal duck samples.}, keywords = {{VIET} {NAM}}, booktitle = {}, journal = {{S}cientific {R}eports - {N}ature}, volume = {9}, numero = {}, pages = {art. 1031 [10 p.]}, ISSN = {2045-2322}, year = {2019}, DOI = {10.1038/s41598-018-37616-1}, URL = {https://www.documentation.ird.fr/hor/fdi:010075160}, }