TY - JOUR
T1 - The effects of dietary additives, vaccinations and processing aids as control measures for Salmonella spp. in chicken meat
T2 - A systematic review and meta-analysis
AU - Taboada, Adriana Castelo
AU - Glass, Kathryn
AU - Chateau, Dan
AU - Pavic, Anthony
N1 - Publisher Copyright:
© 2022 The Authors
PY - 2023/6
Y1 - 2023/6
N2 - Salmonellosis is a leading cause of foodborne disease and is often associated with contaminated chicken meat. Research to reduce the risk of Salmonella contamination of chicken products has led to the development of various through-chain control measures. This review aimed to statistically investigate and evaluate the effects of dietary additives, vaccines, and processing aids on Salmonella contamination in chickens. Eligibility criteria was set to include randomised controlled trials (published 2009-2019 in English) that treated meat chickens or products with a dietary additive, vaccine or processing aid and measured Salmonella in the ceca or product within 24 hours. The confidence in cumulative evidence was evaluated based on the GRADE method. Meta-analyses were performed for the effects of each intervention on Salmonella using standardised mean differences (SMD). Additional sub-categories were also meta-analysed and included in a random effects regression model to investigate interactions between intervention effects and subgroups. Many eligible studies included multi-arm interventions, where a total of 20 dietary additive (from 13 studies), 12 vaccination (from 9 studies) and 70 processing aid (from 27 studies) outcomes were synthesised. Most of the outcomes were judged as having an unclear risk of bias, mostly due to no mention of treatment allocation concealment or blinding. The random effects meta-analysis estimated that the average effect of dietary additives (SMD = -1.99; 95% CI: -2.66 to -1.33; P value < 0.001), vaccinations (SMD = -1.21; 95% CI: -1.74 to -0.69; P value < 0.001) and processing aids (SMD = -1.27; 95% CI: -1.57 to -0.97; P value <0.001) significantly reduced Salmonella. The Chi2 test for heterogeneity (P value < 0.001 for all three analyses) and the I2 statistic (72.5%, 82.8% and 85.8%, respectively) indicated high levels of heterogeneity across the intervention effects. The certainty of the gathered evidence was very low, mainly due to consistently unclear or high risk of bias assessments, high levels of heterogeneity in treatment effects that could not be explained by subgroup analyses, unit of analysis errors and publication bias identified in funnel plots. Although the meta-analyses found large reductions in Salmonella, it is likely that the true effects were smaller due to limitations present. Further research and transparency in methods is required to identify causes of heterogeneity and provide reliable recommendations to the industry.
AB - Salmonellosis is a leading cause of foodborne disease and is often associated with contaminated chicken meat. Research to reduce the risk of Salmonella contamination of chicken products has led to the development of various through-chain control measures. This review aimed to statistically investigate and evaluate the effects of dietary additives, vaccines, and processing aids on Salmonella contamination in chickens. Eligibility criteria was set to include randomised controlled trials (published 2009-2019 in English) that treated meat chickens or products with a dietary additive, vaccine or processing aid and measured Salmonella in the ceca or product within 24 hours. The confidence in cumulative evidence was evaluated based on the GRADE method. Meta-analyses were performed for the effects of each intervention on Salmonella using standardised mean differences (SMD). Additional sub-categories were also meta-analysed and included in a random effects regression model to investigate interactions between intervention effects and subgroups. Many eligible studies included multi-arm interventions, where a total of 20 dietary additive (from 13 studies), 12 vaccination (from 9 studies) and 70 processing aid (from 27 studies) outcomes were synthesised. Most of the outcomes were judged as having an unclear risk of bias, mostly due to no mention of treatment allocation concealment or blinding. The random effects meta-analysis estimated that the average effect of dietary additives (SMD = -1.99; 95% CI: -2.66 to -1.33; P value < 0.001), vaccinations (SMD = -1.21; 95% CI: -1.74 to -0.69; P value < 0.001) and processing aids (SMD = -1.27; 95% CI: -1.57 to -0.97; P value <0.001) significantly reduced Salmonella. The Chi2 test for heterogeneity (P value < 0.001 for all three analyses) and the I2 statistic (72.5%, 82.8% and 85.8%, respectively) indicated high levels of heterogeneity across the intervention effects. The certainty of the gathered evidence was very low, mainly due to consistently unclear or high risk of bias assessments, high levels of heterogeneity in treatment effects that could not be explained by subgroup analyses, unit of analysis errors and publication bias identified in funnel plots. Although the meta-analyses found large reductions in Salmonella, it is likely that the true effects were smaller due to limitations present. Further research and transparency in methods is required to identify causes of heterogeneity and provide reliable recommendations to the industry.
KW - Broiler
KW - Chemicals
KW - Enteropathogen
KW - Immunisation
KW - Organic acid
KW - Poultry
KW - Prebiotics
KW - Probiotics
UR - http://www.scopus.com/inward/record.url?scp=85146468670&partnerID=8YFLogxK
U2 - 10.1016/j.afres.2022.100254
DO - 10.1016/j.afres.2022.100254
M3 - Review article
SN - 2772-5022
VL - 3
JO - Applied Food Research
JF - Applied Food Research
IS - 1
M1 - 100254
ER -