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The dioxin crisis as experiment to determine poultry-related campylobacter enteritis. (Research).


In June 1999, the dioxin dioxin

Aromatic compound, any of a group of contaminants produced in making herbicides (e.g., Agent Orange), disinfectants, and other agents. Their basic chemical structure consists of two benzene rings connected by a pair of oxygen atoms; when substituents on the rings are
 crisis, caused by dioxin-contaminated feed components, exploded in Belgium, resulting in withdrawal of chicken and eggs from the market. Through the sentinel surveillance system, a decrease in Campylobacter Campylobacter

Genus of gram-negative spiral-shaped bacteria infecting mammals. Many species, especially C. fetus, cause miscarriage in sheep and cattle. C. jejuni is a common cause of food poisoning. Sources include meats (particularly chicken) and unpasteurized milk.
 infections during June 1999 was noticed. A model was generated with the reports from preceding years (1994 to 1998), and a prediction of the number of infections in 1999 was calculated. The model shows a significant decline (40%) in the number of infections, mainly because of the withdrawal of poultry. The use of a disaster as an epidemiologic tool offers a unique opportunity to observe exceptional changes in the occurrence of infections or other diseases.

***********

In 1999, Belgium had a dioxin crisis caused by dioxin-contaminated feed being fed to livestock (1,2). The problem started at the end of January, when contaminated contaminated,
v 1. made radioactive by the addition of small quantities of radioactive material.
2. made contaminated by adding infective or radiographic materials.
3. an infective surface or object.
 feed was processed; however, official notification of the crisis did not occur until the end of May (3). The source of the contamination was a fat-rendering company, where transformer oil Transformer oil is usually a highly-refined mineral oil that is stable at high temperatures and has excellent electrical insulating properties. It is used in oil-filled transformers, some types of high voltage capacitors, fluorescent lamp ballasts, and some types of high voltage  with high levels of polychlorinated biphenyls polychlorinated biphenyls, (pol´ēklôr´nā´tid bīfē´n  (PCBs) and dioxins was used to manufacture animal foods. On May 28 (week 21), Belgian authorities ordered the withdrawal from sale of Belgian poultry and eggs; other European countries and Russia followed suit. On June 2, the European Community European Community: see European Union.
European Community (EC)

Organization formed in 1967 with the merger of the European Economic Community, European Coal and Steel Community, and European Atomic Energy Community.
 widened the ban and ordered the destruction of all food items containing >2% egg product and food containing chicken produced from January 15 to June 1 from infected farms (3). On June 4, 1999, the Belgian government issued a commerce embargo of meat products (pork and beef) with a minimum of 25% fat content, not applicable for dairy products dairy products dairy nplproduits laitier

dairy products dairy nplMilchprodukte pl, Molkereiprodukte pl 
. Meat was not withdrawn from sale.

In Belgium, a surveillance system of sentinel (n=127) and reference (n=38) laboratories, set up in 1983, reports on a voluntary basis on a list of organisms, including Campylobacter. Of all recognized private and hospital laboratories, 46% contribute to the surveillance system, which covers 35 of Belgium's 43 districts (4).

The number of registered Campylobacter infections increased from 2,534 cases in 1985 to 6,610 cases in 1998 and 6,521 in 1999. In Belgium, Campylobacter enteritis campylobacter enteritis Infectious disease A water-borne gastroenteritis caused by C jejuni, a cause of travelers' diarrhea Epidemiology Linked to ingestion of contaminated eggs, poultry, water; 2-4 day incubation period Clinical Abdominal pain, ±  (campylobacteriosis) is mainly caused by Campylobacter jejuni Campylobacter jejuni Vibrio jejuni, Campylobacter fetus ssp jejuni A curved or spiral gram-negative bacillus with a single polar flagellum Epidemiology Linked to contact with domestic and farm animals, unpasteurized milk, primates, day care  (80% of the isolates) and C. coli (12%) (4).

Campylobacteriosis is a common form of infective infective /in·fec·tive/ (in-fek´tiv)
1. capable of producing infection.

2. infectious (1).


in·fec·tive
adj.
Capable of producing infection; infectious.
 diarrhea in industrialized in·dus·tri·al·ize  
v. in·dus·tri·al·ized, in·dus·tri·al·iz·ing, in·dus·tri·al·iz·es

v.tr.
1. To develop industry in (a country or society, for example).

2.
 countries; most infections are sporadic, and 80% are believed to be foodborne (5,6). Campylobacter can be isolated from many species of wild and domesticated animals This article or section may contain original research or unverified claims.

Please help Wikipedia by adding references. See the for details.
This article has been tagged since September 2007.

This is a list of animals which have been domesticated by humans.
, which are mainly asymptomatic carriers asymptomatic carrier,
n an individual who serves as host for an infectious agent but who does not show any apparent signs of the illness; may serve as a source of infection for others.
. Of farm animals, poultry and pigs are most frequently infected (5,7). Various risk factors have been suggested on the basis of 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.
 and outbreak investigations, including handling chicken (8-10); eating not fully cooked chicken (11-13); eating commercially prepared chicken (13,14), sausages (10), and barbecue (10,15,16); exposure to farm or domesticated animals (10-13); or consumption of raw milk (12,13,16).

The dioxin crisis had implications for public health on more levels than the direct health effects of dioxin (17). Whereas the level of dioxin contamination and the health outcomes require research projects over long periods, one of the direct effects of this crisis could be noticed in the number of Campylobacter infections. This unique event made it possible to investigate the withdrawal of particular food products from the market and their contribution to campylobacteriosis.

Methods

To estimate the effect of the dioxin crisis on the number of Campylobacter infections, a model was designed by which the number of expected cases for 1999 could be calculated. This model was based on the data collected by the sentinel laboratory surveillance network from 1994 to 1998. The cumulative numbers per week were used to drive a monthly chronologic series for 1994 to 1998 and modeled 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.
 the Fourier transformation (18,19). This procedure explains the cyclic patterns of data by spectral analysis Spectral analysis may refer to:
  • Spectrum analysis, in physics, a method of analyzing the chemical properties of matter from bands in their optical spectrum
  • Spectral theory, in mathematics, a theory that extends eigenvalues and eigenvectors to linear operators on Hilbert
; a complex time series with cyclic components is decomposed de·com·pose  
v. de·com·posed, de·com·pos·ing, de·com·pos·es

v.tr.
1. To separate into components or basic elements.

2. To cause to rot.

v.intr.
1.
 into sine and cosine cosine: see trigonometry.


See sine.

COSINE - Cooperation for Open Systems Interconnection Networking in Europe. A EUREKA project.
 terms describing the seasonal changes and a linear term to identify the trend (Figure 1).

[FIGURE 1 OMITTED]

The final model has three cyclical terms (52, 26, and 13 weeks), i.e., a strong yearly variation and two harmonics at the half and quarter year.

The linear trend shows a yearly increase from 1994 to 1998, with a slope of 15%. When the cyclical contributions are included, [r.sup.2]=0.86, that is, 86% of the variation in the number of the Campylobacter infections can be explained by the model. The epidemic threshold is set at a distance of 1.96 standard deviations (SD); (95% confidence interval confidence interval,
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%.
 [CI]), which has shown to be useful for distinguishing epidemic increases from random variation (18), or (as for the dioxin crisis) exceptional, epidemic decrease. Outbreaks over the years were smoothed for this calculation. Figure 2 shows the model, including the 95% CI and the actual numbers by which it was calculated. Poultry production per workday for 1998 and 1999 is also shown, representing the production per workday in indices with 1995 as reference year (1995 = 100) (20).

[FIGURE 2 OMITTED]

Age and gender distribution during the crisis was compared with the monthly distribution of age and gender in previous years. The model was made with MS Excel 2000; SPSS A statistical package from SPSS, Inc., Chicago (www.spss.com) that runs on PCs, most mainframes and minis and is used extensively in marketing research. It provides over 50 statistical processes, including regression analysis, correlation and analysis of variance.  version 9.0 was used to compare distributions.

Results

Figure 2 shows the model, including the 95% CI as calculated from the numbers in the previous years during a period of 20 weeks (middle of April to the end of August, weeks 15 to 35) as well as the actual count for this period in 1999. The number of Campylobacter infections analyzed by the sentinel laboratory surveillance network fit the 95% CI except during the dioxin crisis (from week 21), when all poultry and eggs were taken off the supermarket shelves. The number of Campylobacter infections from Week 23 to week 26 in 1999 is on average 94 cases per week or almost 40% lower than the expected average of 153 cases per week (S[D.sub.model]=15 cases/ week; SD = standard deviation). Overall, for the month of June (week 23 to 26), the expected number of infections was 643 (S[T.sub.model]--61 cases/month) while the actual number of cases in 1999 was 375. The monthly calculated numbers follow the same trend as Campylobacter infections in 1999 and a similar decrease in numbers in numbered parts; as, a book published in numbers.

See also: Number
 during the dioxin crisis. After 4 weeks, the ban was lifted, and the number of Campylobacter infections returned to the interval calculated by the model. Poultry production, even though over a longer period, also returned to levels comparable with the month of the previous year (1998). There was no difference in age or gender distribution of Campylobacter infections during the crisis compared with the rest of the year.

Discussion

The impact of the dioxin crisis can be detected in various disciplines. The economic impact is probably the easiest to determine, as this aspect is data driven. However, the dioxin crisis had a tremendous impact on health and health-related matters, including food consumption. The sudden change in food consumption, related to the withdrawal of poultry and eggs, had an immediate effect on the number of foodborne diseases, e.g., Campylobacter. The fitted model shows an unexpected decline in June 1999. Even though the decline in numbers is not exceptional, the moment at which this happens is. Looking at other declines in the number of Campylobacter infections, as in February 1996 or February 1997, these happen during a downward trend in numbers, while the drop in June 1999 occurs when numbers would normally be increasing.

The decline in campylobacteriosis and the lack of poultry in shops lasted 4 weeks, exactly the period from seizing all Belgian chicken and egg products from the supermarket shelves until the return of these items. This supports a direct link and contradicts a possible "ecological fallacy The ecological fallacy is a widely recognized error in the interpretation of statistical data, whereby inferences about the nature of individuals are based solely upon aggregate statistics collected for the group to which those individuals belong. " as the time frame, which has an abrupt beginning and end, is similar for both the dioxin crisis and the decline in number of Campylobacter infections (21). During this period no other events possibly explaining the decline in numbers are known to have occurred. A major concern with ecologic studies is often the flue flue

see underflue.
 line (generally, the geographic boundaries of the occurrence of the risk factor and the occurrence of the illness), as was the case in the European study of the association between olive oil olive oil, pale yellow to greenish oil obtained from the pulp of olives by separating the liquids from solids. Olive oil was used in the ancient world for lighting, in the preparation of food, and as an anointing oil for both ritual and cosmetic purposes.  and cancer (22). The dioxin crisis differs from the commonly analyzed ecologic studies in this geographic aspect, since the borders of the impact of the dioxin crisis are the same as the borders of a well-established surveillance system.

Campylobacter is associated with several risk factors and risk behaviors, such as contact with farm and domesticated animals (mainly cats and kittens Cats and Kittens is a monthly magazine dedicated to cats, owners of cats, and breeders of cats. Its main rival is Cat Fancy. External links
  • Official Site
) (10-12) or recent history of antibiotic use (14). However, the dioxin crisis would not have an immediate effect on these factors, as it was primarily a food scare. Drinking raw milk, occasionally found to be a risk factor (12,16), is also unlikely to have contributed to the decline in numbers since milk products were not taken off the shelves.

Meat, in particular pork prepared on the barbecue, is generally accepted to be an important risk factor (10,16). Pork meat is associated with C. coli, which accounted for 12% (in 1998) and 21% (in 1999) of all Campylobacter infections (4). Meat remained available during the crisis, which might explain the small increase in C. coli infections, as it is imaginable that chicken, which is the main source of C. jejuni infections, was replaced by pork during the crisis.

Eggs were not on sale during the crisis, but they are generally not associated with Campylobacter contamination. (A possible link of eggs with Salmonella infections will be examined.)

The withdrawal of chicken and all related products from the supermarket during the dioxin crisis is the most likely reason for the sudden decline in Campylobacter infections. Chicken is found to be the principal source of infection in most case-control studies (11,13,14,16). In Seattle, rare, raw, and cooked chicken were all significantly associated with Campylobacter infection (8). Undercooked chicken was found to be a risk factor in a Colorado study (12). Handling raw and even frozen chicken, possibly because of cross-contamination in the kitchen, has also been significantly associated with campylobacteriosis (10). As all Belgian poultry was withdrawn, our data allow an estimation of the number of Campylobacter infections directly related to poultry.

The decline in the number of Campylobacter infections in Belgium by 40% was due to the withdrawal of Belgian poultry from the market. In 1999, 199,251 tons of poultry meat was available for human consumption; 81,261 tons (41%) was imported (23). Foreign poultry remained available on the market.

According to a marketing bureau that investigates trends in shopping behavior of 3,000 families in Belgium, eating habits have changed little because of the dioxin crisis (24); moreover, the overall purchase of poultry in 1999 increased by almost 9%. However, a shift was seen in the quality of the poultry sold; after the crisis, consumers preferred chicken with some sort of quality label, even though the current labels do not specifically address contamination issues.

Besides the 40% decrease in Campylobacter infections during the dioxin crisis, this experiment also highlights the remaining baseline of 60%, averaging 75 infections a month. According to an analysis of foodborne disease information in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area.  (1999), only 80% of the Campylobacter spp. infections are estimated to be foodborne (5). Furthermore, as only Belgian chicken was banned and non-Belgian poultry was still on sale, a number of poultry-related infections are still present in the reported numbers. With at least 40% of the Campylobacter infections in Belgium explained by poultry and 20% by non-foodborne causes, the source of the remaining infections should be further explored and investigated.

The use of a disaster as an epidemiologic tool offers a unique opportunity to observe exceptional changes in the occurrence of infections or other diseases. The causes or consequences of the crisis can serve as treatment in an uncontrolled natural experiment. The dioxin crisis as experiment showed that >40% of the Campylobacter infections can be attributed to poultry.

Acknowledgments

We thank the participating sentinel laboratories for their cooperation in the data collection and J.-P. Butzler for the analytical work performed in the reference laboratory as well as for his helpful comments.

Ms. Vellinga is an epidemiologist who at the time of this research worked on zoonotic disease Noun 1. zoonotic disease - an animal disease that can be transmitted to humans
zoonosis

animal disease - a disease that typically does not affect human beings
 surveillance at the Scientific Institute of Public Health in Brussels, Belgium. She is currently a researcher at the Department of Epidemiology and Social Medicine of the University of Antwerp University of Antwerp (Dutch: Universiteit Antwerpen) is a university located in Antwerp, Belgium. History
It was founded in 2003 after the merger of the three universities that were previously known as RUCA (State University Centre Antwerp), UFSIA (University Faculties
, Belgium. Her interests include the epidemiology of infectious diseases infectious diseases: see communicable diseases.  and its statistical modeling.

Dr. Van Loock is senior researcher and responsible for the 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.
 research programs of the epidemiologic section at the Scientific Institute of Public Health in Brussels.

References

(1.) Erickson BE. Dioxin food crisis in Belgium. Anal Chem 1999;71:541A-3.

(2.) van Larebeke N, Hens L, Schepens P, Schepens P, Covaci A, Baeyens J, et al. The Belgian PCB PCB: see polychlorinated biphenyl.
PCB
 in full polychlorinated biphenyl

Any of a class of highly stable organic compounds prepared by the reaction of chlorine with biphenyl, a two-ring compound.
 and dioxin incident of January-June 1999: exposure data and potential impact on health. Environ Health Perspect 2001; 109:265-73.

(3.) Vanhoutte P, Paque L. Parliamentary investigations into the Belgian meat, dairy and egg production and into the political responsibilities in the light of the dioxin crisis. Brussels: Belgian Parliament; March 3, 2000; document no. 50, 0018/007. Available at URL URL
 in full Uniform Resource Locator

Address of a resource on the Internet. The resource can be any type of file stored on a server, such as a Web page, a text file, a graphics file, or an application program.
: http//www.deKamer.be/documenten.html

(4.) Ducoffre G. Annual report on the surveillance of infectious diseases by the sentinel laboratories 1999 and the epidemiological trends 1983-1998. (Available in French and Dutch). Brussels: Institute of Public Health; Oct 2000; IPH/EPI reports Nr D/2000/2505/31.

(5.) Mead PS, Slutsker L, Dietz V, McCaig LF, Bresee JS, Shapiro C, et al. Food-related illness and death in the United States. Emerg Infect Dis 1999;5:607-25.

(6.) Skirrow MB. Epidemiology of Campylobacter enteritis. Int J Food Microbiol 1991;12:9-16.

(7.) Butzler JP, Oosterom J. Campylobacter: pathogenicity and significance in foods, Int J Food Microbiol 1991;12:1-8.

(8.) Harris NV, Weiss NS, Nolan CM. The role of poultry and meats in the etiology of Campylobacter jejuni/coli enteritis enteritis (ĕn'tərī`tĭs), inflammation of the gastrointestinal tract. Acute enteritis is not usually serious except in infants and older people, in whom the accompanying diarrhea can cause dehydration through the loss of fluids. . Am J Public Health 1986;76:407-11.

(9.) Hopkins RS, Scott AS. Handling raw chicken as a source for sporadic Campylobacter jejuni infections. J Infect Dis 1983;148:770.

(10.) Kapperud G, Skjerve E, Bean NH, Ostroff SM, Lassen J. Risk factors for sporadic Campylobacter infections: results of a case-control study in southeastern Norway. J Clin Microbiol 1992;30:3117-21.

(11.) Deming MS, Tauxe RV, Blake PA, Dixon SE, Fowler BS, Jones TS, et al. Campylobacter enteritis at a university: transmission from eating chicken and from cats. Am J Epidemiol 1987;126:526-34.

(12.) Hopkins RS, Olmsted R, Istre GR. Endemic Campylobacter jejuni infection in Colorado: identified risk factors. Am J Public Health 1984;74:249-50.

(13.) Eberhart-Phillips J, Walker N, Garrett N, Bell D, Sinclair D, Rainger W, et al. Campylobacteriosis in New Zealand New Zealand (zē`lənd), island country (2005 est. pop. 4,035,000), 104,454 sq mi (270,534 sq km), in the S Pacific Ocean, over 1,000 mi (1,600 km) SE of Australia. The capital is Wellington; the largest city and leading port is Auckland. : results of a case-control study. J Epidemiol Community Health 1997;51:686-91.

(14.) Effler P, Ieong MC, Kimura A, Nakata M, Burr R, Cremer E, et al. Sporadic Campylobacter jejuni infections in Hawaii: associations with prior antibiotic use and commercially prepared chicken. J Infect Dis 2001;183:1152-5.

(15.) Oosterom J, den Uyl CH, Banffer JR, Huisman J. Epidemiological investigations on Campylobacter jejuni in households with a primary infection. J Hyg (Lond) 1984;93:325-32.

(16.) Studahl A, Andersson Y. Risk factors for indigenous campylobacter infection: a Swedish case-control study. Epidemiol Infect 2000;125:26975.

(17.) Van Oyen H. Dioxin in feed and food: is public health running behind? J Epidemiol Community Health 1999;53:744-5.

(18.) Coulombier D. Case study: setting an epidemic treshold for a time series using spectral analysis. European Programme for Intervention Epidemiology Training Course on Biostatistics biostatistics /bio·sta·tis·tics/ (-stah-tis´tiks) biometry.

bi·o·sta·tis·tics
n.
The science of statistics applied to the analysis of biological or medical data.
. Rome, Feb 3-7, 1997.

(19.) Serfling RE. Methods for current statistical analysis of excess pneumonia-influenza deaths. Public Health Rep 1963;78:494-506.

(20.) National Institute of Statistics. The impact of the dioxin crisis on the Belgian production. Press release Nov 11, 1999. Available at URL: http:// statbel.fgov.be/press/pr033_en.htm

(21.) Schwartz S. The fallacy of the ecological fallacy: the potential misuse of a concept and the consequences. Am J Public Health 1994;84:819-24.

(22.) Stoneham M, Goldacre M, Seagroatt V, Gill L. Olive oil, diet and colorectal cancer colorectal cancer

Malignant tumour of the large intestine (colon) or rectum. Risk factors include age (after age 50), family history of colorectal cancer, chronic inflammatory bowel diseases, benign polyps, physical inactivity, and a diet high in fat.
: an ecological study and a hypothesis. J Epidemiol Community Health 2000;54:756-60.

(23.) Agricultural database. Brussels: Centre for Agricultural Economie. Available at URL: http//www.clecea.fgov, be.

(24.) Van Bellegem L. The chicken and the egg after the dioxin crisis. Internal communications This article's grammar usage needs improvement. Please edit this article in accordance with Wikipedia's .  VLAM VLAM Vlaams Promotiecentrum Voor Agro-en Visserijmarketing
VLAM Vertical Line Array Measurement
 (Flanders Agricultural Marketing Board), June 2000.

Institute of Public Health-Louis Pasteur, Brussels, Belgium

Akke Vellinga, University of Antwerp (UIA UIA Universidad Iberoamericana (México)
UIA Union of International Associations
UIA United Iraqi Alliance
UIA University of Antwerp
UIA Union Internationale des Avocats
), Department of Epidemiology and Social Medicine, 2610 Antwerp, Belgium; fax: 323-820-4026; e-mail: akke.vellinga@ua.ac.be
COPYRIGHT 2002 U.S. National Center for Infectious Diseases
No portion of this article can be reproduced without the express written permission from the copyright holder.
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Author:Van Loock, Frank
Publication:Emerging Infectious Diseases
Geographic Code:4EUBL
Date:Jan 1, 2002
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