Pre-hospital antibiotic treatment and mortality caused by invasive meningococcal disease, adjusting for indication bias
© Perea-Milla et al; licensee BioMed Central Ltd. 2009
Received: 09 September 2008
Accepted: 03 April 2009
Published: 03 April 2009
Mortality from invasive meningococcal disease (IMD) has remained stable over the last thirty years and it is unclear whether pre-hospital antibiotherapy actually produces a decrease in this mortality. Our aim was to examine whether pre-hospital oral antibiotherapy reduces mortality from IMD, adjusting for indication bias.
A retrospective analysis was made of clinical reports of all patients (n = 848) diagnosed with IMD from 1995 to 2000 in Andalusia and the Canary Islands, Spain, and of the relationship between the use of pre-hospital oral antibiotherapy and mortality. Indication bias was controlled for by the propensity score technique, and a multivariate analysis was performed to determine the probability of each patient receiving antibiotics, according to the symptoms identified before admission. Data on in-hospital death, use of antibiotics and demographic variables were collected. A logistic regression analysis was then carried out, using death as the dependent variable, and pre-hospital antibiotic use, age, time from onset of symptoms to parenteral antibiotics and the propensity score as independent variables.
Data were recorded on 848 patients, 49 (5.72%) of whom died. Of the total number of patients, 226 had received oral antibiotics before admission, mainly betalactams during the previous 48 hours. After adjusting the association between the use of antibiotics and death for age, time between onset of symptoms and in-hospital antibiotic treatment, pre-hospital oral antibiotherapy remained a significant protective factor (Odds Ratio for death 0.37, 95% confidence interval 0.15–0.93).
Pre-hospital oral antibiotherapy appears to reduce IMD mortality.
Invasive Meningococcal Disease (IMD) remains an important cause of morbidity and mortality worldwide . Although in-hospital antibiotic use and intensive care support have become more widespread, the mortality associated with IMD has remained stable over the last thirty years . Pre-hospital antibiotic therapy has been recommended to lower the incidence of IMD-associated mortality [3, 4], but an important controversy remains. A recent systematic review of the literature showed that indication bias was present in all the studies published, and therefore no definitive advice could be given concerning this medication . Indication bias was present in outpatients receiving parenteral antibiotics and in those receiving oral antibiotherapy. In the former case, the patients with a poor prognosis are probably those who receive pre-hospital parenteral antibiotics [6, 7], and the benefit of the intervention is hard to demonstrate. In the second group (patients receiving pre-hospital oral antibiotics), the patients with a better a priori prognosis are probably given oral antibiotics; they are less likely to have experienced an explosive clinical course and tend to present fewer alarm symptoms. In this case, thus, antibiotics are being given to those with less severe forms of IMD (indication bias), and so the actual effect of the intervention cannot be postulated.
A randomised, clinical trial to clarify the repercussion of the use of oral antibiotics within the context of IMD is difficult to design, as the disease generally requires a very high index of clinical suspicion to be diagnosed at the onset of the process.
In this study we attempted to analyse the effect of pre-hospital oral antibiotics, while controlling for indication bias through a statistical technique called the propensity score method. Propensity score was proposed in 1983 as a technique to control the a priori probability of receiving one or another treatment , attempting to equate it with randomisation in circumstances where this is not possible. In this study, the propensity score was used to assign each patient the possibility of pre-hospital oral antibiotherapy in accordance with symptoms registered before hospital admission, thereby seeking to relate the likelihood of receiving this treatment to the symptoms recorded in the clinical history – these being the reason for the antibiotherapy. Recording the objective data found on examination, for all the patients from the onset of symptoms, is not possible. However, it is feasible to identify the symptoms recorded in a clinical history and to determine the possible association of any symptom or symptoms with a better or worse prognosis of IMD.
A retrospective follow-up study was conducted from week 40 in 1995 to week 41 in 2000 at 31 hospitals in Andalusia and the Canary Islands (Spain). The study was approved by the Ethics and Research Committee of the Costa del Sol Hospital (Marbella, Spain).
All cases of IMD, coded as such on patient discharge reports in the diagnostic registries at each hospital, were collected during the study period. Eligible patients were all those diagnosed with IMD and aged one year or older. The diagnosis was interpreted as definite if there was a microbiological culture of Neisseria meningitidis from a sterile sample, probable if this condition was not fulfilled but there was a Gram stain compatible with Neisseria meningitidis, and possible if neither of these two conditions were fulfilled but the diagnosis was based on clinical suspicion.
Variables and Measurements
The following variables were recorded: demographic data (sex, age); number of contacts with Health Services at which the patient presented similar symptoms to those leading to hospital admission; symptoms prior to admission; physical signs on admission to the emergency department, including axilar temperature, heart rate and systolic blood pressure; use of oral antibiotics during the two weeks before admission; time from onset of symptoms to administration of parenteral betalactams; and status at discharge. Microbiological data collected included the results of blood cultures and/or cerebrospinal fluid (CSF) and a Gram stain.
We estimated that at least 1,103 patients would be needed for the study to achieve 80% power to detect an odds ratio (OR) of 2, assuming a 30% prevalence of out-patient antibiotic use, a mortality rate of 5% in persons not using antibiotics and a two-sided α of 5%. The primary end point was mortality during hospital stay. The mean and 95% confidence interval (CI) were calculated for the quantitative variables, and percentages were calculated for the qualitative variables. A univariate analysis was performed for the result variable "death", to estimate the OR and the corresponding 95% CI.
The propensity score was defined as the probability of receiving pre-hospital oral antibiotics according to the symptoms present prior to admission. The symptoms were selected in accordance with the natural progression of IMD and, thus, with the decision to prescribe antibiotics or not. To estimate this probability, an initial logistic regression analysis was performed with all the symptoms as independent variables and the use of antibiotherapy (yes/no) as the dependent variable, using P < 0.05 as the inclusion criterion for independent variables. Further logistic regression analysis was then performed with the propensity score, out-patient oral antibiotics, time from onset of symptoms to parenteral antibiotics and age as independent variables and mortality as the dependent variable. The pre-hospital use of antibiotherapy and the variable propensity score were obligatory components in the model, with the other variables being included if they fulfilled the statistical criterion (P < 0.05). This analysis was then repeated excluding clinical suspicions. For all these analyses, SPSS 10.0 statistical software was used. After calculating the propensity score for the patients, each of those who had received extra-hospital antibiotherapy was matched with a control who had not – specifically, with the patient presenting the closest propensity score – using R 2.4.1 statistical software. This 1:1 pairing gave rise to a loss of patients who had not been exposed to extra-hospital antibiotherapy. From these two groups of patients, balanced as regards their possibility of receiving extra-hospital antibiotherapy, we compared the proportion of deaths, again using the χ2 test or Fisher's exact test when appropriate, thus generating a new OR with its corresponding 95% CI.
Description of the cohort and univariate association with death
A total of 848 patients were studied, 49 (5.72%) of whom died. The mean age of the cohort, 449 (52.9%) of whom were male, was 10.4 years (95% CI, 9.4–11.3). The older the patient, the greater the mortality, with 4.9% deaths in patients aged under 11 years vs. 25% deaths in those over 65 years.
The number of health service contacts prior to admission was zero in 502 patients (59.2%) and one in 269 (31.7%). No difference in mortality was observed depending on the number of health service contacts. No deaths occurred among those who had three or more contacts prior to admission.
Symptoms recorded on clinical history, with OR for death (univariate analysis).
Mean duration in hours (95% CI)
OR (95% CI)
Low level of consciousness
Physical signs on the initial examination at admission to the emergency room, with OR for death (univariate analysis).
OR (95% CI)
Low level of consciousness
The mean axilar temperature, measured in the emergency room in 678 patients (80%), was 38.2°C (95% CI, 38.2–38.3). The average heart rate, measured in 519 patients (61.2%), was 128 beats per minute (95% CI, 125–130) and the mean systolic blood pressure, measured in 572 patients (67.5%), was 102.6 mmHg (95% CI, 100.8–104.5). An axilar temperature ≥40°C, a heart rate ≤60 bpm or a systolic blood pressure ≤80 mmHg were associated with higher mortality (OR for each: 4, 95% CI, 1.1–14.3; 20.7, 95% CI, 4.4–96.5; and 2.7, 95% CI, 1.3–5.6, respectively). Of the cases examined, 75.5% were definite, 4.6% were probable and 19.9% were possible.
Characteristics of patients according to whether they received pre-hospital antibiotic treatment or not.
Pre-hospital antibiotic use
No pre-hospital antibiotic use
Gender (% male)
Age, mean (years)
Low level of consciousness
Time first symptoms to in-hospital antibiotics, mean (hours)
A total of 323 patients (38.1%) had sepsis, 336 (39.6%) meningitis and the rest a mixed clinical form, with mortality rates of 10.7%, 2.1% and 4.2%, respectively (P < 0.001). Sepsis vs. the other clinical forms had an OR for death of 4 (2.2–7.6).
Logistic regression analysis
Results of logistic regression analysis, with death as dependent variable.
Pre-hospital antibiotic use
Interval symptoms to in-hospital treatment
When the logistic regression analysis was performed with the cohort, and clinical suspicions were excluded, age continued to present a significant association with death (OR 1.03; 95% CI, 1.01–1.05) but this was not so for the use of antibiotics (OR 0.4; 95% CI, 0.11–1.4).
Mean values of the variables included in the matching process, before and after the latter was performed.
(treated patients) before matching
(non-treated patients) before matching
(treated patients) after matching
(non-treated patients) after matching
The use of oral antibiotherapy prior to hospital admission has resulted in significant benefits in terms of reduced mortality. It is evident that the use of antibiotics diminishes the mass of Neisseria meningitidis, and that the production of cytokines and endotoxins is generally lower in patients taking pre-hospital antibiotics . Previous studies have shown that the use of pre-hospital antibiotics is associated with less culture positivity (supporting the hypothesis of a greater reduction in bacterial mass) and a lower rate of clinical complications .
Our study began before the large-scale vaccination of children against Nesseria meningitidis but the effect of antibiotics later on in life is very probably the same now, because the protection acquired is independent of serogroup. On the other hand, mortality during outbreaks is greater than during an endemic situation . Spain was suffering an outbreak when cases for this study were being collected. We cannot therefore affirm that the use of pre-hospital oral antibiotherapy is beneficial in non-outbreak conditions. No patient presented evidence of pre-hospital parenteral antibiotic use, and so oral use alone (collected in the clinical report in all cases) was assumed.
An important group of patients not included in this study is constituted of those diagnosed with IMD and who died before hospital admission. This, obviously, is a special group and we cannot assess the efficacy of their treatment. Another possible source of confusion concerns the patients with suspected IMD, as symptoms could pertain to diseases other than IMD. However, the logistic regression results for the entire cohort and for the cohort excluding these patients were similar. Another limitation of our study is that memory bias may be present in the clinical report: the family or the patients may not have recalled all the symptoms or whether pre-hospital antibiotics were taken. However, this bias is compensated for by the fact that the cases were collected during a time of great fear of IMD in Spain, with an important diffusion of information in the mass media.
To date, only five cohort studies have been published exploring the relationship between the use of oral antibiotics and mortality for IMD [7, 12–15]. Except for the cohort analysed by Barquet et al., no other study has controlled for the relationship between use of antibiotics and death for any covariable. Although all the studies found benefits to be gained from oral antibiotics, some authors, such as Morant, advise against their use, on the grounds that this treatment reduces the possibility of obtaining an accurate microbiological diagnosis and that the benefit in terms of survival is not significant. Indication bias can be observed in the work of García et al., in which all the patients who received oral antibiotherapy presented meningitis as a clinical form on admission to hospital. Only the study by Barquet et al. found a significant association between oral antibiotics and mortality. This association was controlled for age, neurological focus and haemorrhagic diathesis. Of these groups, two could be inferred by the use of antibiotics (neurological focus and haemorrhagic diathesis). In other words, pre-hospital antibiotics could, theoretically, have influenced the appearance or otherwise of these two symptoms; thus, the use of clinical items present at admission to hospital is not a good way of controlling the previous use of antibiotherapy. As the use of antibiotics may well modify the progression and prognosis of IMD, it is preferable to control the relationship between antibiotics and mortality through a variable that is less affected by treatment. Accordingly, we built our propensity score using symptoms studied in the anamnesis. This explains why the antibiotics prescribed and the mortality rate were less influential than the data determined in the emergency room. The other three studies did not control for the effect of antibiotics on mortality caused by IMD. The comments to the studies with oral antibiotics were uniform, and we are unaware if treatment was given to a group of patients who were healthier than those not taking antibiotics, an observation that has also been made in a recent systematic review of the literature .
It is difficult to elucidate the actual value of pre-hospital antibiotics in reducing mortality from IMD. One solution might be to perform a randomised clinical trial. However, IMD is a very difficult disease to diagnose prior to hospital admission. Only a large cohort study including cases diagnosed at all levels of the Health Service could answer this question. The use of statistical techniques such as the propensity score to control for indication bias could be useful. Such techniques enable us to control for the known risk factors reasonably well, but not the unknown ones; therefore, we must be cautious in the final interpretation. Another important concern is the relationship between pre-hospital parenteral antibiotics and death from IMD, which is not studied in this paper.
At a time when patients who receive in-hospital antibiotics generally respond well, and when support treatment has improved and large-scale vaccination programmes have been implemented, the pre-hospital use of antibiotics remains one of the few treatments remaining to be implemented in order to improve survival rates among patients with IMD, and then it may no longer be repeated that "no infection kills so quickly" .
Pre-hospital oral antibiotherapy appears to reduce IMD mortality, controlling indication bias.
We are grateful to our collaborators: Manuel Vaz-Herencia, MaIsabel Muñoz-Jódar, David Moreno-Pérez, Ana Cordón-Martinez, Alicia Callejón, Asunción Gaspar, Catalina González-Hervás and Antonio Vicente-Pintor. The authors wish to thank the translator, Glenn Harding.
Grant support: FIS (00/0049-01/02/03), Junta de Andalucía (247/00) and, partially, the IRYSS network (G03/202).
(*) ANCA Group: Andalucía: Alberto Jiménez-Puente1,6, Nicolás Benitez-Parejo1,6, Natividad Rebollo1,6, Francisco Rivas-Ruiz1,6,, MaPaz Ruiz-Canela (Hospital de Valme, Seville), Francisco García-Martín (Hospital Materno-Infantil, Málaga), Ma José Sánchez-Pérez2,6, Eduardo Aguayo (Hospital Virgen de las Nieves, Granada), Antonio Daponte2,6, Soledad Marquez2, Ma Teresa Nieto2, Julio Romero-González1, Rocío Díaz-Cabrera1, Antonio Lara1.
Canary Islands: Domingo Núñez Gallo4, Ana Izquierdo Carreño4, Lucas González Santacruz4, Amós García Rojas (Dirección General de Salud Pública. Las Palmas), Ma del Pilar García Castellano (DGSP. Las Palmas)
- World Health Organization. 2007, [http://www.who.int/csr/don/archive/disease/meningococcal_disease/en/]
- Durand ML, Calderwood SB, Weber DJ, et al: Acute bacterial meningitis in adults. A review of 493 episodes. N Engl J Med. 1993, 328 (1): 21-28. 10.1056/NEJM199301073280104.View ArticlePubMedGoogle Scholar
- Consejería de Salud, Junta de Andalucía: Propuesta de recomendaciones sobre actuación precoz en Enfermedad Meningocócica Invasiva en Andalucía. 1998Google Scholar
- Chief Medical Officer: Meningococcal infection. 1999, London: Department of Health, ((PL/CMO/99/1))Google Scholar
- Hahne SJ, Charlett A, Purcell B, et al: Effectiveness of antibiotics given before admission in reducing mortality from meningococcal disease: systematic review. BMJ. 2006, 332 (7553): 1299-1303. 10.1136/bmj.332.7553.1299.View ArticlePubMedPubMed CentralGoogle Scholar
- Hart CA, Thomson AP: Meningococcal disease and its management in children. BMJ. 2006, 333 (7570): 685-690. 10.1136/bmj.38968.683958.AE.View ArticlePubMedPubMed CentralGoogle Scholar
- Norgard B, Sorensen HT, Jensen ES, et al: Pre-hospital parenteral antibiotic treatment of meningococcal disease and case fatality: a Danish population-based cohort study. J Infect. 2002, 45 (3): 144-151. 10.1016/S0163-4453(02)91037-6.View ArticlePubMedGoogle Scholar
- Rosenbaum P, Rubin DB: The central role of propensity score in observational studies for causal effects. Biometrika. 1983, 70: 41-55. 10.1093/biomet/70.1.41.View ArticleGoogle Scholar
- Brandtzaeg P, Kierulf P, Gaustad P, et al: Plasma endotoxin as a predictor of multiple organ failure and death in systemic meningococcal disease. J Infect Dis. 1989, 159 (2): 195-204.View ArticlePubMedGoogle Scholar
- Wang VJ, Malley R, Fleisher GR, et al: Antibiotic treatment of children with unsuspected meningococcal disease. Arch Pediatr Adolesc Med. 2000, 154 (6): 556-560.View ArticlePubMedGoogle Scholar
- Brooks R, Woods CW, Benjamin DK, Rosenstein NE: Increased case-fatality rate associated with outbreaks of Neisseria meningitidis infection, compared with sporadic meningococcal disease, in the United States, 1994–2002. Clin Infect Dis. 2006, 43 (1): 49-54. 10.1086/504804.View ArticlePubMedGoogle Scholar
- Barquet N, Domingo P, Cayla JA, et al: Meningococcal disease in a large urban population (Barcelona, 1987–1992): predictors of dismal prognosis. Barcelona Meningococcal Disease Surveillance Group. Arch Intern Med. 1999, 159 (19): 2329-2340. 10.1001/archinte.159.19.2329.View ArticlePubMedGoogle Scholar
- Garcia Munoz MT, Espinosa PJ, Franganillo FA, et al: [Previous antibiotic treatment in meningococcal infections]. An Esp Pediatr. 1986, 24 (4): 213-216.PubMedGoogle Scholar
- Morant GA, Diez DJ, Gimeno CC, et al: [An analysis of prior antibiotic treatment on the impact of meningococcal disease in children of the Valencian Community. The Study Group of Invasive Diseases]. An Esp Pediatr. 1999, 50 (1): 17-20.Google Scholar
- Strang JR, Pugh EJ: Meningococcal infections: reducing the case fatality rate by giving penicillin before admission to hospital. BMJ. 1992, 305 (6846): 141-143. 10.1136/bmj.305.6846.141.View ArticlePubMedPubMed CentralGoogle Scholar
- Herrick WW: Extrameningeal meningococcus infections. Arch Intern Med. 1919, 409-418. 23
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2458/9/95/prepub
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