Salmonella-associated Deaths, Sweden, 1997-2003.We examined excess deaths after infection with Salmonella in a registry-based matched cohort study A cohort study is a form of longitudinal study used in medicine and social science. It is one type of study design. In medicine, it is usually undertaken to obtain evidence to try to refute the existence of a suspected association between cause and disease; failure to refute of 25,060 persons infected abroad and 5,139 infected within Sweden. The domestically infected have an increased standardized mortality ratio The standardized mortality ratio or SMR in epidemiology is the ratio of observed deaths to expected deaths according to a specific health outcome in a population and serves as an indirect means of adjusting a rate. , whereas those who acquired Salmonella infection abroad had no excess risk of death. ********** We were interested in studying deaths attributable to Salmonella infection. To avoid the problem of misreporting and underreporting when using death certificates, we linked all cases of salmonellosis salmonellosis (săl'mənĕlō`sĭs), any of a group of infectious diseases caused by intestinal bacteria of the genus Salmonella, (with information on country of infection) reported in Sweden to the national civil register on reported deaths during the years 1997-2003. The primary objective was to investigate whether patients with a diagnosis of Salmonella infection have a death rate from all causes that differs from that of the general population. If so, the second objective was to determine whether this general mortality rate in previous cases of salmonellosis could be used as a surrogate for Salmonella-related death rates. We would in this case expect that any elevated death rate in the Salmonella cohort would be highest near time of infection and then gradually diminish and approach the general death rate in the population. Since the patients with domestic cases and patients who contracted the infection abroad may be 2 fundamentally different groups, we analyzed these 2 groups separately. The Study From 1997 through 2003, a total of 30,438 cases were reported to the Swedish Institute The Swedish Institute (Svenska Institutet, SI) is a Swedish government agency with the responsibility to spread information about Sweden abroad, to promote Swedish interests, and to organise exchanges with other countries in different areas of public life, in particular in for Infectious Disease Infectious disease A pathological condition spread among biological species. Infectious diseases, although varied in their effects, are always associated with viruses, bacteria, fungi, protozoa, multicellular parasites and aberrant proteins known as prions. Control (SMI (1) (Storage Management Initiative) The initiative developed by the SNIA in 2003 to create a single standard interface for storage management technologies used by multiple vendors and networking communities. ) of which 25,060 were stated to have been infected abroad. For 239, country of infection was unknown, and they were excluded from the analysis. The median age for the domestically infected salmonellosis patients was 36 years (interquartile range In descriptive statistics, the interquartile range (IQR), also called the midspread, middle fifty and middle of the #s, is a measure of statistical dispersion, being equal to the difference between the third and first quartiles. 20-56 years). For persons infected abroad, median age was 40 years (interquartile range 25-56 years). For general surveillance purposes, SMI receives a file every week from the Swedish National Tax Board with all registered deaths that occurred during the preceding week. This file does not contain any information on cause of death, only the personal identification number and date of death. These data were used to identify Salmonella-infected patients who had died after receiving that diagnosis. For every Salmonella-infected patient, whether they died or recovered, follow-up time was counted from the date of onset of illness. Risk time was accumulated until time of death or August 1, 2004. Sex-specific and age group-specific death rates were obtained from Statistics Sweden Statistics Sweden, or Statistiska centralbyrån (SCB), is the government agency responsible for producing official statistics on Sweden. National statistics in Sweden date back to 1686 when the parishes of the Church of Sweden were ordered to start keeping records on the and were used to calculate the number of expected deaths in the Salmonella-infected cohort. The observed number of deaths was divided by the expected number of deaths to produce a standardized mortality ratio (SMR (Specialized Mobile Radio) The communications services used by police, ambulances, taxicabs, trucks and other delivery vehicles. Throughout the U.S., approximately 3,000 independent operators are licensed by the FCC to offer this service, which provides always-on ). Poisson regression In statistics, the Poisson regression model attributes to a response variable Y a Poisson distribution whose expected value depends on a predictor variable x, typically in the following way: n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%. were calculated, assuming that the number of deaths in each stratum stratum /stra·tum/ (strat´um) (stra´tum) pl. stra´ta [L.] a layer or lamina. stratum basa´le was Poisson distributed. For the group of persons infected within Sweden (n = 5,139), SMR was increased during every period after onset, falling from 5.6 during the first month to 1.4 after > 1 year (Table 1). Within each stratum for time after infection in this group, homogeneity Homogeneity The degree to which items are similar. in the results was investigated by calculating separate SMRs for the age groups [less than or equal to] 14 years, 15-64 years, and [greater than or equal to] 65 years (Table 2). For all time strata, the SMR was approximately equal in all age groups. However, <1 month after infection, SMR = 11.2 (95% confidence interval [CI] 4.1-21.8) for the age group 15-64 years and 4.7 (95% CI 2.6-7.4) for the [greater than or equal to] 65 age group. This difference is not significant because of the small sample, but the assumption that the older age group is responsible for the elevated SMR is highly unlikely. For persons who had acquired their Salmonella infection abroad (n = 25,060), we found no increased deaths compared to the general population; SMR = 0.6 (95% CI 0.2-1.2) <1 month after onset, 1.3 (95% CI 0.8-2.0) after 1-3 months, 0.6 (95% CI 0.4-0.8) after 4-12 months, and again 0.6 (95% CI 0.5-0.7) after >1 year had passed since the acute infection (Table 1). Instead, a significantly lower mortality ratio is evident in this subgroup sub·group n. 1. A distinct group within a group; a subdivision of a group. 2. A subordinate group. 3. Mathematics A group that is a subset of a group. tr.v. , compared to that for the Swedish general population, for every period after 3 months have passed since onset of illness. We also calculated SMRs for different age groups separately for the imported salmonellosis cases, but no obvious differences were found between age groups. Among the isolates that were subtyped, S. Enteritidis and S. Typhimurium dominated in both of the groups. S. Dublin and S. Wirchow, which sometimes are believed to be more pathogenic path·o·gen·ic or path·o·ge·net·ic adj. 1. Having the capability to cause disease. 2. Producing disease. 3. Relating to pathogenesis. than others, constituted together [approximately equal to] 1% of the isolates among persons infected within Sweden and 2.6% among persons infected abroad. Conclusions Undoubtedly, not all deaths identified by linkage to the civil registration system occurred as a result of Salmonella infection, but the finding of a high SMR near time of infection and a steady decrease over time nevertheless indicates that salmonellosis is a contributing factor to the increased risk of death in this group of patients. Studies have shown that of all persons with salmonellosis only a small proportion seek medical care and thus have their case end up in the surveillance statistics (1,2). However, patients with a severe infection, as well as patients with a travel history before disease onset, are more likely to seek care, receive a diagnosis, and be included in the registry, compared to the average salmonellosis patient (2). These 2 patient groups differ greatly with respect to disease severity. Generally, a surveillance system will miss the milder domestic Salmonella cases, whereas it will tend to pick up travel-associated cases regardless of severity. A generalization of our results would be the following: SMRs for domestic cases are more representative for severe cases in the population, while the SMRs for travel-associated cases are probably more representative for the milder or moderate cases of salmonellosis. A Danish study used an approach like ours and found that 3.1% of persons infected with salmonellae were dead within 1 year of infection (3). In this study, 0.56% of patients (2.1% with domestic cases and 0.24% with imported cases) were found to have died within the same period. That domestic cases had a more severe prognosis could be 1 explanation for this discrepancy. In Denmark, domestic cases constitute [approximately equal to] 86% of all salmonellosis cases (4), whereas in Sweden only [approximately equal to] 17% of cases are reported to be domestic. Death certificates or hospital charts have been used in other studies to measure salmonellosis deaths (5-7), but none of these studies have thoroughly analyzed the interval from diagnosis to death, used any other population group for comparing death rates, or stratified stratified /strat·i·fied/ (strat´i-fid) formed or arranged in layers. strat·i·fied adj. Arranged in the form of layers or strata. cases according to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. presumed country of infection. In the present analysis, we have not adjusted our results for coexisting co·ex·ist intr.v. co·ex·ist·ed, co·ex·ist·ing, co·ex·ists 1. To exist together, at the same time, or in the same place. 2. illnesses. The assumption that our domestic cases represent a more vulnerable subpopulation sub·pop·u·la·tion n. A part or subdivision of a population, especially one originating from some other population: microbial subpopulations. Noun 1. is born out by the fact that the SMR for this group remains significantly >1.0 even 1 year after the acute salmonellosis episode. The most plausible explanation for finding completely different SMRs for persons infected domestically and for those infected abroad is a "healthy traveler effect" (8). The least healthy persons in any age group are not those who are traveling abroad. Future studies on deaths due to salmonellosis should take this healthy traveler effect into consideration and, for domestic cases, also consider the inherent bias of any national surveillance system to include more severe cases. References (1.) McCarthy N, Giesecke J. Case-case comparisons to study causation causation Relation that holds between two temporally simultaneous or successive events when the first event (the cause) brings about the other (the effect). According to David Hume, when we say of two types of object or event that “X causes Y” (e.g. of common infectious diseases infectious diseases: see communicable diseases. . Int J Epidemiol. 1999;28:764-8. (2.) Tam CC, Rodrigues LC, O'Brien SJ. The study of infectious intestinal disease in England: what risk factors for presentation to general practice tell us about potential tbt selection bias in case-control studies case-control study, n an investigation employing an epidemiologic approach in which previously existing incidents of a medical condition are used in lieu of gathering new information from a randomized population. of reported cases of diarrhoea. Int J Epidemiol. 2003;32:99-105. (3.) Helms M, Vastrup P, Gerner-Smidt P, Molbak K. Short and long-term mortality associated with foodborne bacterial gastrointestinal infections: registry based study. BMJ BMJ n abbr (= British Medical Journal) → vom BMA herausgegebene Zeitschrift 2003;326:357-60. (4.) Heuer OE, Bundgaard Larsen P, editors. Danmap 2003-July 2004. Soborg, Denmark: Danish Institute for Food and Veterinary Research; 2004. (5.) Kennedy M, Villar R, Vugia DJ, Rabatsky-Ehr T, Farley MM, Pass M et al. Hospitalizations and deaths due to Salmonella infections, FoodNet, 1996-1999. Clin Infect Dis. 2004;38:S142-8. (6.) Trevejo RT, Courtney JG, Starr M, Vugia DJ. Epidemiology of salmonellosis in California 1990-1999: morbidity, mortality, and hospitalisation costs. Am J Epidemiol. 2003;157:48-57. (7.) Adak GK, Long SM, O'Brien SJ. Trends in indigenous foodborne disease and deaths, England and Wales England and Wales are both constituent countries of the United Kingdom, that together share a single legal system: English law. Legislatively, England and Wales are treated as a single unit (see State (law)) for the conflict of laws. : 1992 to 2000. Gut. 2002;51:832-41. (8.) Kelman CW, Kortt MA, Becker NG, Li Z, Mathews JD, Guest CS, et al. Deep vein thrombosis A blood clot (thrombos) in a vein deep within the muscle, typically in the thigh or calf. It is caused by disease or the lack of activity such as sitting for hours at a computer screen. and air travel: record linkage Record linkage (RL) refers to the task of finding entries that refer to the same entity in two or more files. Record linkage is an appropriate technique when you have to join data sets that do not have a unique database key in common. study. BMJ. 2003;327:1072 6. Anders Ternhag, * ([dagger]) Anna Torner, * Karl Ekdahl, * ([dagger]) and Johan Giesecke * ([dagger]) * Swedish Institute for Infectious Disease Control, Solna, Sweden; and ([dagger]) Karolinska Institutet Karolinska Institutet (often translated from Swedish into English as the Karolinska Institute, and in older texts often as the Royal Caroline Institute) is one of Europe's largest medical universities. , Stockholm, Sweden Address for correspondence: Anders Ternhag, Department of Epidemiology, Swedish Institute for Infectious Disease Control, SE-171 82 Solna, Sweden; fax: 46-8-300626; email: anders.ternhag@ karolinska.se Dr Ternhag is a physician at the Swedish institute for Infectious Disease Control, with a special interest in infectious disease epidemiology, registry-based research, and long-term prognosis of infectious diseases.
Table 1. Standardized mortality ratios (SMRs) among 30,199 Swedish
patients with reported cases of salmonellosis acquired domestically
and abroad, 1997-2003 *
Infected domestically (n = 5,139)
Time after
infection (mo) Obs Exp SMR (95% CI) ([dagger])
<1 21 3.8 5.6 (3.4-8.2)
1-3 34 7.2 4.7 (3.3-6.5)
4-12 55 30.3 1.8 (1.4-2.3)
>12 146 107.3 1.4 (1.1-1.6)
Infected abroad (n = 25,060)
Time after
infection (mo) Obs Exp SMR (95% CI)
<1 4 7.0 0.6 (0.2-1.2)
1-3 19 14.2 1.3 (0.8-2.0)
4-12 36 64.3 0.6 (0.4-0.8)
>12 215 341.2 0.6 (0.5-0.7)
* Obs, observed number of deaths; Exp, expected number of deaths; CI,
confidence interval.
([dagger]) p < 0.0001
Table 2. Standardized mortality ratios (SMRs) by age group among 5,139
domestically infected Salmonella patients, Sweden, 1997-2003 *
Time after
infection
(mo) Age group (y) Obs Exp SMR (95% CI)
<1 [less than or equal to] 14 0 0.1 0 (0-59.6)
15-64 6 0.5 11.2 (4.1-21.8)
65 15 3.2 4.7 (2.6-7.4)
1-3 [less than or equal to] 14 0 0.1 0 (0-30.3)
15-64 6 1.1 5.6 (2.1-10.9)
65 28 6.0 4.7 (3.1-6.5)
4-12 [less than or equal to] 14 0 0.4 0 (0-7.3)
15-64 11 4.7 2.4 (1.2-3.9)
65 44 25.3 1.7 (1.3-2.3)
>12 [less than or equal to] 14 1 1.0 1.0 (0.03-3.8)
15-64 27 16.9 1.6 (1.1-2.2)
65 118 89.4 1.3 (1.1-1.6)
* Obs, observed number of deaths; Exp, expected number of deaths; CI,
confidence interval.
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