Browsing by Author "Pena, Andrea"

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    Bayesian estimation of diagnostic sensitivity and specificity of a qPCR and a bacteriological culture method forPiscirickettsia salmonisin farmed Atlantic salmon (Salmo salarL.) in Chile
    (WILEY, 2020) Laurin, Emilie; Gardner, Ian A.; Pena, Andrea; Rozas Serri, Marco; Gayosa, Jorge; Heise, Joaquin Neumann; Mardones, Fernando O.
    Early detection of piscirickettsiosis is an important purpose of government- and industry-based surveillance for the disease in Atlantic salmon farms in Chile. Real-time qPCRs are currently used for surveillance because bacterial isolation is inadequately sensitive or rapid enough for routine use. Since no perfect tests exist, we used Bayesian latent class models to estimate diagnostic sensitivity (DSe) and specificity (DSp) of qPCR and culture using separate two-test, single-population models for three farms (n = 148, 151, 44). Informative priors were used forDSp(culture (beta(999,1); qPCR (beta(98,2)), and flat priors (beta 1,1) forDSeand prevalence. Models were run for liver and kidney tissues combined and separately, based on the presence of selected gross-pathological signs. Across all models, qPCRDSewas 5- to 30-fold greater than for culture. Combined-tissue qPCR medianDSewas highest in Farm 3 (sampled duringP. salmonisoutbreak (DSe = 97.6%)) versus Farm 1 (DSe = 85.6%) or Farm 2 (DSe = 83.5%), both sampled before clinical disease. MedianDSeof qPCR was similar for liver and kidney, but higher when gross-pathological signs were evident at necropsy. HighDSeandDSpand rapid turnaround-time indicate that the qPCR is fit for surveillance programmes and diagnosis during an outbreak. Targeted testing of salmon with gross-pathological signs can enhanceDSe.
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    Co-Infection by LF-89-Like and EM-90-Like Genogroups of Piscirickettsia Salmonis in Farmed Atlantic Salmon in Chile: Implications for Surveillance and Control of Piscirickettsiosis
    (MDPI, 2023) Rozas-Serri, Marco; Pena, Andrea; Gardner, Ian; Penaloza, Estefania; Maldonado, Lucerina; Munoz, Ariel; Mardones Loyola, Fernando Otoniel; Rodriguez, Catalina; Ildefonso, Ricardo; Senn, Carolina; Aranis, Felipe
    Piscirickettsiosis (SRS), caused by Piscirickettsia salmonis, is the main infectious disease that affects farmed Atlantic salmon in Chile. Currently, the official surveillance and control plan for SRS in Chile is based only on the detection of P. salmonis, but neither of its genogroups (LF-89-like and EM-90-like) are included. Surveillance at the genogroup level is essential not only for defining and evaluating the vaccination strategy against SRS, but it is also of utmost importance for early diagnosis, clinical prognosis in the field, treatment, and control of the disease. The objectives of this study were to characterize the spatio-temporal distribution of P. salmonis genogroups using genogroup-specific real-time probe-based polymerase chain reaction (qPCR) to discriminate between LF-89-like and EM-90-like within and between seawater farms, individual fish, and tissues/organs during early infection in Atlantic salmon under field conditions. The spatio-temporal distribution of LF-89-like and EM-90-like was shown to be highly variable within and between seawater farms. P. salmonis infection was also proven to be caused by both genogroups at farm, fish, and tissue levels. Our study demonstrated for the first time a complex co-infection by P. salmonis LF-89-like and EM-90-like in Atlantic salmon. Liver nodules (moderate and severe) were strongly associated with EM-90-like infection, but this phenotype was not detected by infection with LF-89-like or co-infection of both genogroups. The detection rate of P. salmonis LF-89-like increased significantly between 2017 and 2021 and was the most prevalent genogroup in Chilean salmon aquaculture during this period. Lastly, a novel strategy to identify P. salmonis genogroups based on novel genogroup-specific qPCR for LF-89-like and EM-90-like genogroups is suggested.