- Research article
- Open Access
A meta-analysis of the prevalence of Salmonella in food animals in Ethiopia
© Tadesse and Tessema; licensee BioMed Central Ltd. 2014
Received: 24 August 2014
Accepted: 15 October 2014
Published: 15 November 2014
The globalization of the food supply and the increased movements of people, animals and goods have increased the threat of Salmonella infections in several countries. The objective of this study was to estimate the prevalence of Salmonella in food animals in Ethiopia by using meta-analytical methods.
The prevalence of Salmonella in slaughtered cattle, sheep, goats and pigs were 7.07%, 8.41%, 9.01% and 43.81% respectively. The occurrence of Salmonella was significantly higher in pigs than in slaughtered true ruminants (p <0.001) but not significantly different between cattle, sheep and goats (p >0. 05). S. Mishmarhaemek, S. Infantis and S. Hadar were the predominant isolates in cattle, small ruminants and pigs respectively. S. Typhimurium was isolated from all host species.
All food animals are considerable reservoirs of Salmonella and pose a significant risk to public health. Safety measures in slaughter houses and butcheries and education of the public could reduce the risk of transmission of Salmonella from animals to humans.
Globally, non-typhoidal Salmonella (NTS) is a cause of about 155, 000 human deaths each year  and the threat of epidemic infections has increased due to the globalization of the food supply and the increased movements of people, animals and goods within and between countries ,. Apart from the morbidity and mortality costs in humans and animals, restrictions to trade and discard of contaminated food are important socioeconomic problems of the bacteria .
Humans acquire infection through the consumption of contaminated products or contact with infected animals -. S. Typhimurium and S. Enteritidis are common causes of human diseases  and nowadays, the spread of multidrug resistant (MDR) serotypes has become a global concern. For instance, since its description in 2006, in Ethiopia , a highly MDR S. Kentucky strain has been isolated from domestic and wild animals and humans in Africa, Europe and Asia . Similarly, MDR S. Concord was isolated from Ethiopian adoptees in Europe and the USA , and a highly invasive S. Typhimurium strain (ST313) has occupied a niche provided by HIV, malaria, and malnutrition in Africa 
Ethiopia has the largest animal population in Africa and the living standard of the population is generally favorable for the transmission of pathogens from animals to humans and the vice versa. Despite Salmonellosis being one of the important zoonotic diseases, surveillance and monitoring systems are not in place and the temporal and spatial distributions of the serotypes are not described. The objective of this study was to estimate the prevalence of Salmonella in food animals by using meta-analytical methods.
The guideline of the PRISMA group (Preferred Reporting Items for Systematic Reviews and Meta-Analyses)  was followed in the reviewing and the check list was used to ensure inclusion of relevant information (see Additional file 1). An animal was considered to be a carrier if Salmonella was detected in the mesenteric lymph nodes (MLN) and/or the gastro-intestinal tract (GIT) contents. A serotype was considered to be dominant if it accounted for more than 5% of the serotyped isolates in each host group.
Search and selection of studies
The search strategy was described in a previous study . Briefly, studies were searched in Medline, Google scholar and the lists of references of articles. The last search was done on September 27, 2014. Eligible studies were selected by using inclusion and exclusion criteria. A study was eligible if it (a) was published in English, (b) was cross sectional, (c) was on apparently healthy animals and (e) described the study design and microbiological methods. Studies with titles and abstracts that were not relevant to the outcomes of interest and studies that did not meet the eligibility criteria or with inappropriate data were excluded.
From each eligible study, the first author, year of publication, year of study, location, host species, sampling design, number of animals, microbiological methods, number of Salmonella positive MLN and GIT (small intestinal/caecal/ fecal) content samples were extracted. The study level prevalence (p) and standard error (s.e) were calculated by the following formulae: p = np/n and s. e. = p (1-p)/n: where np = number of positive samples and n = number of samples. The data was extracted by TG.
To produce conservative estimates, a zero reported for the numbers of positive samples was imputed as 0.5 . To normalize the data, the study level estimates were transformed to logit event estimates ,: lp = ln [p/ (1−p)], where lp = the logit event estimate; ln = the natural logarithm; p = study level estimate. The variance of the logit event estimates was calculated by the following formula: v (lp) =1/ (np) +1/ [n (1−p)], where v = variance and n = sample size. The data were grouped and analyzed as ruminant and non-ruminant data. A subgroup analysis was done by species of ruminants.
Risks of bias and heterogeneity
The qualities of the sampling design and the microbiological methods were used to assess the within study biases. A funnel plot was used to get a visual impression of the across study bias (small study effects) of the study level estimates in ruminants. The statistical significance of the bias was assessed by the Egger’s regression asymmetry test . The Duval and Tweedie nonparametric ‘trim and fill’ linear random method was used to calculate unbiased estimates .
The heterogeneity of the estimates in ruminants was visually examined by the Galbraith plot . The statistical significance of the heterogeneity was assessed by the Cochran’s Q test and a non significant heterogeneity was accepted if the ratio of Q and the degree of freedom (Q/df) was less than one. The inverse variance index (I2) was used to quantify the percentage of the variation in prevalence estimates attributable to heterogeneity. I2 values of 25%, 50% and 75% were considered as low, moderate and high heterogeneity respectively .
The DerSimonian and Laird random effects model  was used to pool logit event estimates. The pooled logit estimates were back transformed to prevalence estimates (p) by the following formula: p = elp/(elp + 1): where e = the base of the natural logarithm. The sensitivity of the pooled prevalence of Salmonella in ruminants was assessed by single study omitted influence analyses. Whether a pooled estimate is significantly different from zero or not was tested by the Z test. A study was considered to be influential if the pooled estimate without it was not within the 95% confidence limits of the overall mean. The Yates corrected Chi Square test was used to test the significance of the differences between pooled estimates ,. Alpha was set at 0.05.
Microsoft Office Excel 2007 was used to calculate study level prevalence estimates, logit event estimates and standard errors and to transform logit event estimates to prevalence estimates. Epi info™ (Version 3.5.1, Center for Disease Control, CDC, USA) was used to compare groups. Stata (Version 11.1, Stata Corp, College Station, Texas) was used in all other analyses.
Results and discussion
Search results and eligible studies
Characteristics of the eligible studies
Characteristic of the eligible studies
3 (2.1) b
Risks of bias and heterogeneity
Sampling was random in seven studies -, and all animals presented for slaughter in each sampling day were sampled in three studies ,,. The analytical units were 25 g MLN and GIT contents in eight studies -,,,-, one gram of feces and one milliliter of milk in a study on dairy cattle  but not reported in one study . In all studies Salmonella was isolated and identified according to the guideline of the International Organization for Standardization (ISO 6579, 1998-2002) with some modifications. Both the funnel plot and the Egger’s regression asymmetry test did not suggest the presence of bias and the Duval and Tweedie nonparametric method did not incorporate theoretical missing studies. Accordingly, the within and across study biases were considered negligible.
Pooled prevalence of Salmonella by host species
p (95% CI)
7.47 (4.75,11. 58)
9.01 (3.88, 19.62)
The prevalence of Salmonella in slaughtered cattle, sheep, goats and pigs were 7.07%, 8.41%, 9.01%, and 43.81% respectively (Table 2). Pooled estimates for camels and dairy cattle were not calculated because each had single reports. Comparison of the estimates with reports elsewhere in Africa is difficult because reports based on national surveys or meta-analytical studies are scarce. However, national survey reports from developed countries show lower fecal/caecal estimates in cattle (0.2%-6.8%) -, sheep (0.1%)  and pigs (2.5%-23%) ,,-. In addition, the proportions of Salmonella positive swine production holdings in Europe range from zero in Bulgaria, Sweden, Finland and Norway to 30% in UK . In Denmark, since the initiation of the control program in 1988/89, the prevalence of Salmonella in poultry and swine has markedly reduced ,. In general, there is no set standard and differences across countries could be attributed to several factors that may involve animal, environmental and management factors, control measures and the study methods.
Pooled prevalence of Salmonella in the MLN and GIT contents
Mesenteric lymph node
p (95% CI)
p (95% CI)
3.66 (2.31, 5.74)
37.38 (32.24, 42.85)
20.67 (15.68, 26.76)
The prevalence of Salmonella was higher in pigs than in slaughtered ruminants [X2 = 266.5; p <0.001 (OR = 9.63 (95% CI = 7.05, 13.17)] but not significantly different between cattle, sheep and goats (p >0.05). The occurrence of Salmonella in the MLN was higher in pigs than in slaughtered ruminants [X2 = 172.32; p <0.001; OR = 11.98 (95%CI = 7.67, 18.81)] but not affected by species of slaughtered true ruminants (p >0.05). The occurrence of Salmonella in the caecal contents of pigs was significantly higher than the estimate for slaughtered ruminants [X2 = 72.08; p <0.001; OR = 6.91 (95%CI = 4.12, 11.68)] but not among species of slaughtered true ruminants (p >0.05). The higher occurrence of Salmonella in pigs compared to ruminants is apparently due to the coprophagous feeding behavior and higher exposure of the former to contaminated sources. Therefore, pork is more likely to be contaminated compared to beef, mutton or goat meat and individuals routinely or occupationally exposed to pigs are at a higher risk of acquiring Salmonella than individuals in contact with true ruminants. Similarly, despite a few reports, the risk of acquiring Salmonella from dairy cattle and camels appears higher than the risk from beef cattle, sheep and goats.
Frequencies (%) of dominant serotypes
Host, n, Authors
Camels, (n = 116), 
The preponderances of the serovars differ from reports elsewhere. For instance, in the USA, S. Newport (48.71%), S. Agona (15.10%) and S. Typhymurium (7.07%) were the dominant isolates of bovine origin; S. Typhymurium (24.48%), S. Derby (14.72%) and S. Cholaraesuis (10.43%) were the three most common isolates of porcine origin  and S. Oranienburg (21.8%), S. Cerro (21.8%) and S. Anatum (10.3%) were the three most common isolates of beef cattle . In Great Britain, S. Typhimurium (11.1%), S. Derby (6.3%) and S. Kedougou (0.9%) were the top three serovars isolated from pigs . In Korea, S. Typhimurium (47.6%), S. Derby (20.6%) and S. Heidelberg (1.6%) were the three top ranking isolates from swine samples .
Whilst four serovars were dominant in two or more host species, eleven were dominant in only a single host. S. Eastbourne was dominant in cattle and pigs; S. Infantis was dominant in cattle and small ruminants; S. Saintpaul was dominant in pigs and camels and S. Typhimurium was dominant in cattle, small ruminants and pigs. The differences in the relative occurrences of the serovars by host species could be due to differences in host-serovar interactions. The genetic make-ups of hosts could affect Salmonella and a serotype may have different capabilities to infect different hosts . Breed differences in the humoral and cell-mediated responses of pigs against S. Typhimurium were also reported ,. Moreover, environmental factors may influence the survival of serovars/strains and could possibly contribute to the within and between host species differences.
All serovars are generalists  and could be causes of outbreaks in humans and animals. Outbreaks associated with most of these serovars were recorded elsewhere. For instance, S. Braenderup, S. Infantis, S. Hadar, S. Heidelberg, S. Newport, S. Saintpaul , S. Typhimurium were causes of outbreaks that occurred between 2009 and 2014 in the USA . Similarly, outbreaks due to S. Anatum in Japan , S. Kottbus in Spain , S. Eastbourne in Canada , S. Muenchen in Germany , S. Havana in Iran  and S. Kentucky in dairy cattle in the USA  were recorded. However, in Ethiopia, S. Typhimurium appears to be more important than others, because it was one of the dominant isolates in cattle, small ruminants and pigs (Table 4); it was isolated from camels  and animal products ,, and accounted for 9.4% of the total and 15.3% of the NTS isolates of human origin . Globally, S. Typhimurium represents 10-30% of the human NTS isolates  and in SSA it is a common cause of invasive infection ,, with a high mortality in AIDS patients .
Implications and limitations
A national survey on the prevalence of Salmonella in Ethiopia has not been carried out. However the present study highlights the prevalence of carrier animals and the pooled estimates could be used as inputs in re-enforcing the policy on meat safety in slaughter houses and butcheries and educating personnel in contact with animal products. Furthermore, regardless of the cultural taboos and the difficulties associated with the prohibition of backyard slaughtering, promoting educational campaigns to discourage the practice could reduce the risks of transmission of Salmonella from animals to man. In addition, although the economic stamina of the country and the infrastructure do not allow a nation-wide surveillance and monitoring of NTS, such systems and control measures could be implemented in high risk animal production systems (poultry, pigs and dairy cattle) because the number of such farms is very small.
Despite statistical evidences of heterogeneity, subgroup analyses were not done by potential risk factors but species. Moreover, pooled prevalence of Salmonella in dairy cattle and camels were not calculated because there are single reports on each. However, as the random effects model considers the studies as a sample of all potential studies, the estimates provide a relatively better picture of the occurrence of Salmonella and the comparative importance of food animals in Ethiopia.
All food animals are considerable reservoirs of Salmonella and at least 15 serotypes appear to be of considerable concerns. The results justify the need for strict intervention measures to reduce contamination of carcasses in slaughterhouses and the transmission of Salmonella from animals to humans. Large scale studies are required to describe the epidemiology of the serotypes in the country.
TG conceived the design, searched the literature, extracted the data, analyzed and interpreted the results and drafted the manuscript; TST revised the manuscript. Both authors read and approved the final manuscript.
We thank Dr. Bayleyegne Molla, Dr. Endrias Zewdu, Dr. Sefinew Alemu and Mr. Bayeh Abera for providing us with their articles.
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