| Literature DB >> 19239766 |
Benjamin J Cairns1, Robert J H Payne.
Abstract
The monthly incidence of listeriosis infections in England and Wales had 2 sudden increases during April 2001 (41%) and March 2003 (48%). Although no causative association is demonstrated, these increases correspond to key dates relating to the onset and aftermath of the 2001 foot and mouth disease outbreak in the United Kingdom.Entities:
Mesh:
Year: 2009 PMID: 19239766 PMCID: PMC2681102 DOI: 10.3201/eid1503.071432
Source DB: PubMed Journal: Emerg Infect Dis ISSN: 1080-6040 Impact factor: 6.883
Figure 1Exploratory analyses of changing rates of listeriosis. A) Listeriosis cases compared with mean observed monthly UK temperatures, 1990–2000 (triangles) and 2001–2007 (circles). Shown are an increased overall incidence in 2001–2007 (dashed line) versus 1990–2000 (solid line) and a significant change in the linear dependence of incidence on temperature (p = 0.001). B) Best-fit pair of break points and other pairs of break points with support, according to the corrected Akaike Information Criterion (AIC). The 2 break-point months are varied to find the lowest value (black square). Pairs of break points with good support relative to the best model (corrected AIC within 4 of the best fit; dark gray squares) or moderate to weak support (corrected AIC within 10 of the best fit; light gray squares) are also shown. Pairs of break points with little or no support (corrected AIC >10 greater than the best fit; white area) include those models for which only 1 break point exists (squares along the dashed line).
Coefficient names and descriptions for the best-fit negative binomial generalized linear model of listeriosis incidence
| Variable | Coefficient description |
|---|---|
| (Intercept) | Log of overall monthly no. cases in March 2001 |
| GEAPR01 | Change in log cases (April 2001) |
| GEMAR03 | Change in log cases (March 2003) |
| MEANTEMP | Log cases/°C 30-year mean temperature of the current month |
| MEANTEMP1 | Log cases/°C 30-year mean temperature of the previous month |
| MONTHNUM | Overall linear trend of log cases/month |
| ANOMALY1 | Overall log cases/°C previous month’s temperature anomaly |
| ANOMALY1×GEAPR01 | Change in log cases/°C previous month's temperature anomaly from April 2001 |
| θ (theta) | Negative binomial response distribution size parameter |
Estimated coefficients for terms in the best fit model for the monthly incidence of listeriosis*†
| Variable | Coefficient | 95% Confidence interval | Unadjusted p value | Adjusted p value |
|---|---|---|---|---|
| (Intercept) | 1.5430 | 1.3961–1.6879 | <0.001 | <0.001 |
| GEAPR01 | 0.3424 | 0.1594–0.5243 | <0.001 | 0.001 |
| GEMAR03 | 0.3904 | 0.2462– 0.5373 | <0.001 | <0.001 |
| MEANTEMP | 0.0239 | 0.0055–0.0424 | 0.011 | 0.044 |
| MEANTEMP1 | 0.0401 | 0.0217–0.0586 | <0.001 | <0.001 |
| MONTHNUM | –0.0013 | –0.0027–0.0001 | 0.063 | 0.188 |
| ANOMALY1 | 0.0246 | –0.0246–0.0739 | 0.327 | 0.327 |
| ANOMALY1×GEAPR01 | 0.0556 | –0.0212–0.1323 | 0.156 | 0.312 |
| θ (theta) | 600.41 | NA | NA | NA |
*NA, not applicable. †p values are for 2-sided tests of significance of the difference of each coefficient from zero; adjusted p values are according to Holm’s method (). Percentage changes in the main text can be derived from these coefficients by taking exponentials, subtracting 1, and multiplying by 100.
Figure 2Monthly listeriosis cases and temperature observations, England and Wales, 1990–2007. The monthly number of listeriosis cases (circles, lower plot) is strongly seasonal, with a close relationship to the monthly mean temperature (solid line, upper plot). Overall listeriosis incidence per month underwent 2 sudden increases, at break points around April 2001 and March 2003. Our fitted statistical model (dashed line, lower plot) provides a close fit to the observed data; the seasonally-adjusted fitted model (solid line, lower plot) shows the large magnitudes of the jumps in the rate of cases at the 2 break points.