Background
Although 23-valent polysaccharide pneumococcal vaccine (PPV) does not prevent community-acquired pneumonia (CAP), it might still improve outcomes in those who develop pneumonia. We tested this hypothesis using a population-based cohort of hospitalized patients with CAP.
Methods
From 2000 to 2002, we prospectively collected data on all adults with CAP admitted to 6 hospitals in Capital Health, the largest integrated health delivery system in Canada. Polysaccharide pneumococcal vaccine status was ascertained by interview, medical record review, and contact with physicians and community health offices. The primary outcome was the composite of in-hospital mortality or intensive care unit (ICU) admission. Multivariable regression was used to determine the independent association between PPV use and outcomes, after adjusting for patient characteristics, pneumonia severity, and propensity scores.
Results
Of the 3415 patients with CAP (median age, 75 years), 46% were female, 62% had severe pneumonia, and 22% had prior PPV. Overall, 624 patients died or were admitted to an ICU. Polysaccharide pneumococcal vaccine was protective from reaching this composite end point (73/760 [10%] vs 551/2655 [21%] for unvaccinated patients; P < .001), mostly a result of reduced ICU admission (2/760 [<1%] vs 349/2655 [13%]). The propensity-adjusted odds of death or ICU admission was 0.62 (95% confidence interval, 0.42-0.92; P = .02) for patients who had received PPV. Only 215 of 2416 patients (9%) eligible for PPV at hospital discharge were vaccinated.
Conclusions
Patients with CAP who had prior PPV had about a 40% lower rate of mortality or ICU admission compared with those who were not vaccinated. This provides additional support for recommending PPV to those at risk of pneumonia.
Community-acquired pneumonia (CAP) is a common illness resulting in considerable morbidity and mortality.1Streptococcus pneumoniae is the most common cause of CAP, accounting for 30% to 50% of all cases.2 Since 1983, a 23-valent polysaccharide pneumococcal vaccine has been available for use in adults, although vaccination rates in populations at risk (eg, elderly subjects, nursing home residents, and those with chronic pulmonary and nonpulmonary conditions) are still considered to be suboptimal.3 This may be owing in part to ongoing controversy regarding the actual effectiveness or utility of the vaccine.4,5
Randomized clinical trials using the 23-valent pneumococcal polysaccharide vaccine have not demonstrated effectiveness in preventing CAP,6,7 but most studies have shown that vaccination is effective in preventing invasive pneumococcal disease.8 Based on this latter evidence and formal health economic models,9,10 most current guidelines recommend polysaccharide pneumococcal vaccine for those at high risk of pneumococcal pneumonia.11-14 Despite these widely promulgated guidelines, vaccination rates in those considered eligible remain well under the recommended target goals of 80% to 90%.15,16 Barriers to the uptake of these recommendations occur at the level of the health care system, the health care provider, and the patient.17-20 In particular, it may be that providers remain convinced that polysaccharide pneumococcal vaccines do not prevent pneumonia and hence may be of little clinical value.
Recently, it has been suggested that pneumococcal vaccination is associated with improved outcomes, even among those who develop CAP21-25 (ie, that pneumococcal vaccination is associated with reduced in-hospital and short-term mortality as well as a decreased risk of respiratory failure and other serious complications). It has been postulated that “partial immunity” may lead to an attenuated course of illness among those in whom pneumonia is not actually prevented.23,24 The few studies published to date have, however, been limited by sample sizes of fewer than 500 patients,22,24,25 lack of detailed clinical data,21,23 or incomplete ascertainment of vaccination status.21 Therefore, in a large, population-based, prospective cohort of hospitalized patients with CAP, we sought to determine whether prior pneumococcal vaccination was independently associated with reduced in-hospital mortality or need for intensive care unit (ICU) admission.
Details of our study cohort have been previously published.26-28 In summary, from 2000 to 2002, a previously validated clinical pathway for managing CAP29 was implemented in Capital Health (Edmonton, Alberta, Canada). Capital Health is the largest integrated health delivery system in Canada and serves a population of approximately 1 million people.27,28 Data were collected prospectively on all patients older than 17 years, who were admitted for managing CAP in all 6 regional hospitals. After initial triage and assessment in the emergency department, an inpatient physician was consulted for hospital admission in all patients with a pneumonia severity index (PSI) score of 90 or greater or for those with lower scores if the emergency physician thought that inpatient care was needed. All patients admitted to hospital were treated in a standardized manner according to the aforementioned clinical pathway. This pathway included standardized admission orders related to choice and route of antibiotics, hydration, supplemental oxygenation, thromboembolism prophylaxis, and use of physiotherapy; it also included discharge orders for smoking cessation and pneumococcal vaccination. There were, however, no mandatory orders. Only patients with tuberculosis or cystic fibrosis or who were immunocompromised (using > 10 mg/d of prednisone for > 1 month or other immunosuppressive agents or had human immunodeficiency virus with a CD4 cell count < 250/μL [to convert to × 109per liter, multiply by 0.001]) or pregnant were excluded. The Health Research Ethics Board of the University of Alberta approved the study.
Six trained research nurses prospectively collected data using standardized abstraction forms. Sociodemographic status, clinical characteristics (ie, premorbid functional status, need for advanced directive, and smoking status), laboratory (ie, findings from blood chemistry and microbiologic analyses) and radiographic data were collected on all patients, and the PSI was calculated. The PSI is a measure of the severity of pneumonia-specific illness at presentation, based on 3 demographic variables, 5 comorbidities, 5 physical findings, and results from 7 laboratory tests.30 Patients were followed for the duration of their hospital stay.
Our explanatory variable of interest was pneumococcal vaccination status. Vaccination status was collected by highly trained research nurses on each patient's admission to hospital. Thus, the nurses were effectively masked to postadmission outcomes; furthermore, these data were collected for research purposes and entered into case report forms and were thus not accessible to the physicians caring for the patients. Vaccination history was ascertained using multiple complementary methods that included patient and proxy interview, medical record review, contact with primary care physicians, and records from the regional office of community health. An important limitation of the methods that we used is that we were only able to determine if an individual patient had ever received pneumococcal vaccine and not necessarily whether their vaccination status would be considered up-to-date. Similar methods were used to collect influenza vaccination status.
Our primary outcome measure was a composite of in-hospital mortality or admission to an ICU. This primary outcome has been used previously,27 since it effectively captures the total burden of in-hospital illness for patients with CAP. For example, need for mechanical ventilation, prolonged noninvasive ventilation, use of vasopressors or activated protein C, cardiac monitoring, and 1:1 nursing all require ICU admission in our region and are clinically relevant end points that capture the nonfatal sequelae of severe pneumonia. If a patient both died and was admitted to ICU, only death was counted as an end point. Secondary outcomes included death alone, need for an ICU admission, and receipt of pneumococcal vaccine before discharge from hospital.
Baseline characteristics according to history of pneumococcal vaccination were compared using χ2 or Fisher exact test, t test, or Wilcoxon rank-sum test as appropriate. Multivariable logistic regression analysis was used to determine the independent association between pneumococcal vaccine use and outcomes, after controlling for patient characteristics, comorbidities, CAP severity (using the PSI), and propensity (to receive pneumococcal vaccine) scores.
With previously described methods,26,27,31-33 we used multivariable logistic regression to construct a propensity score that predicted the patient's likelihood of receiving pneumococcal vaccination. Of note, only those baseline characteristics that were present before admission to hospital and that could have influenced physicians' decision to provide pneumococcal vaccination were considered potential candidate variables. The propensity score was entered into models using a quintile approach31,32; we also examined it as a continuous covariate, but this approach did not materially alter the magnitude or significance of our results and is not presented. As an alternate but often-recommended approach to using the propensity score in a manner that might allow even better control over residual confounding, we used a 5-digit greedy algorithm that matched the propensity score of each patient exposed to pneumococcal vaccine to the patient with the closest propensity score value who had not been vaccinated.31-33
Lastly, we conducted 3 prespecified sensitivity analyses. First, we restricted analyses to only patients 65 years or older because this entire population is eligible for pneumococcal vaccination under current guidelines and should thus be much less susceptible to any form of selection bias.11-14 Second, we restricted analyses to only patients admitted from nursing homes because some have speculated that this population is intrinsically different in terms of pneumococcal vaccine effectiveness.2 Third, we explored the specificity of our findings by examining outcomes according to vaccination status in those with confirmed pneumococcal pneumonia (ie, those with pneumococcal bacteremia). We considered all other patients to have pneumonia of unknown etiology. All statistical analyses were carried out using SPSS version 14 (SPSS Inc, Chicago Illinois).
During the study period, 3415 patients with CAP were hospitalized. The median age was 75 years, and 46% were female, 31% had chronic obstructive pulmonary disease (COPD), 19% were from nursing homes, and 62% had severe pneumonia (PSI class IV or V). Pneumococcal vaccine status was documented for all patients; 760 (22%) had received prior pneumococcal vaccine. Patient characteristics, stratified according to pneumococcal vaccination status, are given in Table 1. In general, those at greater risk of substantial morbidity and mortality from pneumonia appeared more likely to be vaccinated (eg, they were older, had more comorbidity, and were more frail).
Propensity score analyses confirmed this impression (Table 2). Rates of pneumococcal vaccination increased across quintiles of increasing propensity score: 4% vs 12% vs 20% vs 28% vs 37% of patients (P value for trend, <.001). However, when the primary outcome measure (in-hospital mortality or ICU admission) was applied across these same propensity score quintiles, there did not appear to be a robust association between rates of adverse outcomes and increased propensity to be vaccinated: 17% vs 23% vs 23% vs 17% vs 21% (P value for trend, .30).
In-hospital death or icu admission
Overall, 334 patients (10%) died in hospital, 351 (10%) were admitted to an ICU, and 624 (18%) achieved the primary composite end point of death or admission to the ICU. Pneumococcal vaccination was protective from reaching this composite end point (73 of 760 [10%] vs 551 of 2655 [21%] for unvaccinated patients; unadjusted odds ratio [OR] of 0.41 [95% confidence interval {CI}, 0.31-0.53]; P < .001). In a standard multivariable model that included numerous potential confounders, the adjusted odds of death or ICU admission was 0.61 (95% CI, 0.41-0.91) (P = .02) for patients who had received prior pneumococcal vaccination. The same model with the inclusion of propensity score quintiles yielded almost identical results: the adjusted odds of death or ICU admission with pneumococcal vaccination was 0.62 (95% CI, 0.42-0.92) (P = .02), with a C statistic of 0.83 (Table 3). In terms of the propensity score matched analysis, with 99% efficiency we were able to successfully match 753 of 760 pneumococcal vaccination patients with 753 unvaccinated patients. In this restricted subgroup analysis, the magnitude of benefit was greater, 95% CIs narrower, the results more statistically significant, and the C statistic increased to 0.86. Specifically, the adjusted OR for death or ICU admission with pneumococcal vaccination was 0.50 (95% CI, 0.31-0.83) (P = .007).
In examining the individual components of our composite outcome, it is apparent that our results were driven by nonfatal rather than fatal events. Namely, we found that pneumococcal vaccine recipients were not significantly less likely to die compared with patients who were not vaccinated (71 of 760 [9%] vs 263 of 2655 [10%]; propensity score adjusted OR for death 0.82 [95% CI, 0.52-1.30]; P = .40), but they were much less likely to require admission to the ICU (2 of 760 [<1%] vs 349 of 2655 [13%]; propensity score adjusted OR for ICU admission, 0.08 [95% CI, 0.02-0.37]; P < .001).
In sensitivity analyses restricted to patients 65 years or older (n = 2249), the adjusted OR for pneumococcal vaccination protection from death or ICU admission was essentially unchanged (71 of 425 [17%] vs 597 of 1824 [33%] for unvaccinated patients; adjusted OR, 0.63 [95% CI, 0.41-0.97]; P = .04) (Figure). In sensitivity analyses restricted to nursing home patients (n = 637), we observed similar reductions in death or ICU admission associated with receipt of pneumococcal vaccine, although these findings were not significant (adjusted OR, 0.56 [95% CI, 0.28-1.12]; P = .11).
Pneumococcus-specific analyses
Rates of pneumococcal bacteremia were significantly lower among those who had blood cultures drawn and who had been vaccinated against pneumococcus compared with those who had not been vaccinated (10/534 [2%] vs 85 of 1816 [5%]; P = .004 for difference). We considered these 95 patients with pneumococcal bacteremia to have confirmed pneumococcal pneumonia. None of the 10 patients with confirmed pneumococcal pneumonia who received the pneumococcal vaccine died or went to the ICU compared with 27 of 85 (32%) of those with confirmed pneumococcal pneumonia who were not vaccinated (P = .06) (Table 4). In terms of further attempting to establish the specificity of the benefit of the vaccine to those with pneumococcal pneumonia, we also examined outcomes among the 3320 patients with pneumonia of unknown etiology (Table 4). Among these patients, there was no difference in mortality (P = .78) and a much smaller reduction in the composite outcome of death or ICU admission (10% absolute reduction compared with a 32% reduction among those with confirmed pneumococcal pneumonia) (Table 4). Lastly, of the 85 unvaccinated patients with confirmed pneumococcal pneumonia who were clearly eligible for vaccination at the time of discharge, only 6 (7%) were actually vaccinated. This is no different than the overall 9% rate of pneumococcal vaccination among all 2416 patients who were potentially eligible at the time of their discharge from hospital.
In this large, population-based “real-world” cohort of more than 3000 hospitalized patients with pneumonia, only one-fifth had received previous pneumococcal vaccination. Importantly, however, we observed that patients with prior pneumococcal vaccination had about a 40% lower adjusted rate of mortality or ICU admission compared with those who had not been vaccinated, a benefit derived primarily because of reduced need for ICU admission. The estimate of benefit remained essentially unchanged when the analyses were restricted to patients 65 years or older or patients admitted from nursing homes—both groups for whom “universal” pneumococcal vaccination is currently recommended.11-14 Furthermore, in what we consider to be exploratory analyses, we demonstrated substantially larger and more pneumococcus-specific benefits of vaccination among the patients with confirmed pneumococcus pneumonia compared with the patients with pneumonia of unknown etiology. Some benefit is still seen in the “pneumonia of unknown etiology” cohort, since at least 30% to 50% are believed to have (undiagnosed) pneumococcal pneumonia.1,2
Our finding that there appears to be benefit from pneumococcal vaccination, even in populations who develop pneumonia, is broadly consistent with prior studies that have tried to examine this question.21-23,25 That said, we believe our study has been able to overcome some of the collective limitations of these previous efforts, and provides further assurance that the results of those studies were not a result of selection bias or confounding. In contrast to our findings on mortality, recent observational studies by Fisman et al21 and Vila-Córcoles et al25 reported that prior pneumococcal vaccination also provided a significant survival benefit in those with CAP. We believe that these differences are not because of residual confounding in these studies, but rather more likely relate to issues around power: the study by Fisman et al21 study had a total sample size 4 to 5 times as large as ours, while the cohort in the study by Vila-Córcoles et al,25 though smaller, had almost twice the rate of short-term mortality as our population.
If the findings of this observational study are not a result of selection bias and confounding, what might be the mechanism of benefit? We speculate that even when the antibody response following vaccination is not sufficient to prevent pneumonia, the hosts' response may still be sufficient enough to moderate outcomes once pneumonia establishes itself. The vaccine-generated immune response has previously been shown to facilitate opsonization, activate complement, and promote bacterial phagocytosis in animal models,2 which may in part explain a plausible mechanism of attenuation, even among patients who do not have pneumococcal bacteremia.
In addition to improved clinical outcomes, our results suggest that there may also be an associated reduction in costs associated with pneumococcal vaccination, a health economic benefit that has not been captured in previous cost-effectiveness analyses of this vaccine.9 Specifically, much of the benefit in our study was in terms of reduction in the need for costly ICU admissions; previous cost analyses have been restricted to examining the benefits of preventing pneumococcal disease but may have not adequately captured the possibility of attenuating the severity or mitigating the cost of disease in those for whom pneumonia is not prevented. Our results imply that the cost-effectiveness of pneumococcal vaccine on a population-wide basis has probably been underestimated.
This was an observational study, and it carries the inherent limitations of any nonrandomized study, particularly as it relates to selection bias and confounding. We attempted to minimize this using several strategies. First, we extensively adjusted for a host of clinical and laboratory parameters that are not usually available in administrative studies.21,23-25 Second, we used propensity scores to minimize, though not eliminate, selection bias. Indeed, vaccinated patients were older, frailer, and sicker on admission compared with unvaccinated patients, implying that we may have somewhat underestimated the benefits of pneumococcal vaccination. This last possibility is supported by the fact that in our propensity score–matched analysis, in which our sample size was only 44% of the total cohort, the estimates of benefit were greater, the 95% CIs narrower, and the results more statistically significant. Lastly, we restricted analyses to groups for whom universal vaccination is recommended (ie, groups less subject to a healthy vaccine recipient effect) and demonstrated benefits similar to the population as a whole. Other limitations specific to our study include the fact that we did not have specific measures of immunity or information regarding how long ago vaccines had been received; that information regarding the cause of pneumonia was incomplete and that only two-thirds of patients even had blood cultures drawn; that our ability to make inferences with respect to confirmed pneumococcal disease was limited by a sample of only 95 patients; that our outcomes were restricted to the period of hospitalization only; and that certain populations (eg, pregnant or nursing women and patients with human immunodeficiency virus) were excluded.
In conclusion, in a large population-based cohort of patients hospitalized with pneumonia, we found that previous pneumococcal vaccination was associated with a significant 40% relative reduction in hospital mortality or need for ICU admission, a benefit primarily related to nonfatal events. Although the totality of published evidence to date indicates that pneumococcal vaccination does not prevent CAP,8 our results are consistent with the possibility that pneumococcal vaccination leads to better outcomes in those who go on to eventually develop pneumonia. We believe that our results further emphasize the importance of adopting current adult pneumococcal vaccination guidelines, particularly since only 22% of our population were vaccinated before their hospitalization and less than 10% of eligible patients were vaccinated before hospital discharge.
Correspondence: Sumit R. Majumdar, MD, MPH, Department of Medicine, University of Alberta, 2E3.07 Walter Mackenzie Health Sciences Centre, University of Alberta Hospital, 8440 112th St, Edmonton, AB T6G 2B7, Canada (me2.majumdar@ualberta.ca).
Accepted for Publication: May 30, 2007.
Author Contributions: Dr Majumdar had full access to all the data in the study and had final responsibility for the decision to submit for publication. Study concept and design: Johnstone, Marrie, and Majumdar. Acquisition of data: Marrie and Majumdar. Analysis and interpretation of data: Johnstone, Marrie, Eurich, and Majumdar. Drafting of the manuscript: Johnstone. Critical revision of the manuscript for important intellectual content: Marrie, Eurich, and Majumdar. Statistical analysis: Eurich and Majumdar. Obtained funding: Marrie and Majumdar. Study supervision: Majumdar.
Financial Disclosure: None reported.
Funding/Support: This study was supported by an establishment grant from Alberta Heritage Foundation for Medical Research (AHFMR); grants-in-aid from Capital Health; and unrestricted grants from Abbott Canada, Pfizer Canada, and Jannsen-Ortho Canada. Dr Majumdar receives salary support awards from AHFMR (health scholar) and the Canadian Institutes of Health Research (CIHR) (new investigator). Mr Eurich receives a doctoral studentship from CIHR.
Role of the Sponsor: The funding sources had no role in study design, data collection, data analysis or interpretation, or writing of the report.
Additional Contributions: The Community-Acquired Pneumonia Pathway research nurses prospectively collected data using standardized abstraction forms. The EPICORE (Epidemiology Coordinating and Research Center) staff (University of Alberta) provided data management services.
1.Marrie
TJ Community-acquired pneumonia: clinical features and outcomes. Marrie
TJ
Community Acquired Pneumonia New York, NY Kluwer Academic/Plenum Publishers2001;
Google Scholar 2.Fedson
DSMusher
DM Pneumococcal polysaccharide vaccine. Plotkin
SAOrenstein
WA
Vaccines. 4th ed. Philadelphia, PA WB Saunders2004;
Google Scholar 3.Fedson
DS Pneumococcal vaccination in the United States and 20 other developed countries, 1981-1996.
Clin Infect Dis 1998;26
(5)
1117- 1123
PubMedGoogle ScholarCrossref 4.Mangtani
PCutts
FHall
AJ Efficacy of polysaccharide pneumococcal vaccine in adults in more developed countries: the state of the evidence.
Lancet Infect Dis 2003;3
(2)
71- 78
PubMedGoogle ScholarCrossref 5.Fedson
DSLiss
C Precise answers to the wrong question: prospective clinical trials and the meta-analyses of pneumococcal vaccine in elderly and high-risk adults.
Vaccine 2004;22
(8)
927- 946
PubMedGoogle ScholarCrossref 6.Ortqvist
AHedlund
JBurman
LA
et al. Randomized trial of 23-valent pneumococcal capsular polysaccharide vaccine in the prevention of pneumonia in middle aged and elderly people.
Lancet 1998;351
(9100)
399- 403
PubMedGoogle ScholarCrossref 7.French
NNakiyingi
ICarpenter
M
et al. 23-valent pneumococcal polysaccharide vaccine in HIV-1 infected Ugandan adults: double blind, randomized and placebo controlled trial.
Lancet 2000;355
(9221)
2106- 2111
PubMedGoogle ScholarCrossref 8.Dear
KAndrews
RHolden
JTatham
D Vaccines for preventing pneumococcal infection in adults.
Cochrane Database Syst Rev 2006;
(4)
CD000422
PubMedGoogle Scholar 9.Sisk
JEMoskowitz
AJWhang
W
et al. Cost-effectiveness of vaccination against pneumococcal bacteremia among elderly people.
JAMA 1997;278
(16)
1333- 1339
PubMedGoogle ScholarCrossref 10.Ament
ABaltussen
RDuru
G
et al. Cost-effectiveness of pneumococcal vaccination of older people: a study in 5 western European countries.
Clin Infect Dis 2000;31
(2)
444- 450
PubMedGoogle ScholarCrossref 11.Mandell
LABartlett
JGDowell
SFFile
TMMusher
DMWhitney
C Update of practice guidelines for the management of community acquired pneumonia in immunocompetent adults.
Clin Infect Dis 2003;37
(11)
1405- 1433
PubMedGoogle ScholarCrossref 12.Mandell
LAMarrie
TJGrossman
RFChow
AWHyland
RHCanadian Community-Acquired Pneumonia Working Group, Canadian guidelines for the initial management of community acquired pneumonia; an evidence based update by the Canadian Infectious Disease Society and the Canadian Thoracic Society.
Clin Infect Dis 2000;31
(2)
383- 421
PubMedGoogle ScholarCrossref 13.Public Health Agency of Canada, Canadian National Report on Immunization, 2006. Vol 32S3 Ottawa, Ontario Canada Communicable Disease Report, Public Health Agency of Canada2006;
14.Centers for Disease Control and Prevention, Prevention of pneumococcal disease: recommendations of the advisory committee on immunization practices.
MMWR Recomm Rep 1997;46
(RR-8)
1- 24
PubMedGoogle Scholar 15.Centers for Disease Control and Prevention (CDC), Influenza and pneumococcal vaccination coverage among persons aged >65 years, United States, 2004-2005.
MMWR Morb Mortal Wkly Rep 2006;55
(39)
1065- 1068
PubMedGoogle Scholar 16.Squires
SGMacey
JFTam
T Progress towards Canadian target coverage rates for influenza and pneumococcal immunizations.
Can Commun Dis Rep 2001;27
(10)
90- 91
PubMedGoogle Scholar 17.Mieczkowski
TAWilson
SA Adult pneumococcal vaccination: a review of physician and patient barriers.
Vaccine 2002;20
(9-10)
1383- 1392
PubMedGoogle ScholarCrossref 18.Stevenson
CGMcArthur
MANaus
MAbraham
EMcGeer
AJ Prevention of influenza and pneumococcal pneumonia in Canadian long-term care facilities: how are we doing?
CMAJ 2001;164
(10)
1413- 1419
PubMedGoogle Scholar 19.Kyaw
MHWayne
BHolmes
EMJones
IGCampbell
H Influenza and pneumococcal vaccination in Scottish nursing homes: coverage, policies and reasons for receipt and non-receipt of vaccine.
Vaccine 2002;20
(19-20)
2516- 2522
PubMedGoogle ScholarCrossref 20.Bovier
PAChamot
EBouvier
GMLoutan
L Importance of patient's perceptions and general practitioners' recommendations in understanding missed opportunities for immunizations in Swiss adults.
Vaccine 2001;19
(32)
4760- 4767
PubMedGoogle ScholarCrossref 21.Fisman
DNAbrutyn
ESpaude
KAKim
AKirchner
CDaley
J Prior pneumococcal vaccination is associated with reduced death, complications, and length of stay among hospitalized adults with community acquired pneumonia.
Clin Infect Dis 2006;42
(8)
1093- 1101
PubMedGoogle ScholarCrossref 22.Mykietiuk
ACarratalà
JDomínguez
A
et al. Effect of prior pneumococcal vaccination on clinical outcome of hospitalized adults with community acquired pneumococcal pneumonia.
Eur J Clin Microbiol Infect Dis 2006;25
(7)
457- 462
PubMedGoogle ScholarCrossref 23.Christenson
BHedlund
JLundbergh
POrtqvist
A Additive preventive effect of influenza and pneumococcal vaccines in elderly persons.
Eur Respir J 2004;23
(3)
363- 368
PubMedGoogle ScholarCrossref 24.Vila-Córcoles
AOchoa-Gondar
OLlor
CHospital
IRodríguez
TGómez
A Protective effect of pneumococcal vaccine against death by pneumonia in elderly subjects.
Eur Respir J 2005;26
(6)
1086- 1091
PubMedGoogle ScholarCrossref 25.Vila-Córcoles
AOchoa-Gondar
OHospital
I
et al. Protective effects of the 23-valent pneumococcal polysaccharide vaccine in the elderly population: the EVAN-65 study.
Clin Infect Dis 2006;43
(7)
860- 868
PubMedGoogle ScholarCrossref 26.Marrie
TJWu
LL Factors influencing in-hospital mortality in community-acquired pneumonia: a prospective study of patients not initially admitted to the ICU.
Chest 2005;127
(4)
1260- 1270
PubMedGoogle ScholarCrossref 27.Majumdar
SRMcAlister
FAEurich
DTPadwal
RSMarrie
TJ Statins and outcomes in patients admitted to hospital with community-acquired pneumonia: population based prospective cohort study.
BMJ 2006;333
(7576)
999- 1001
PubMedGoogle ScholarCrossref 28.Basi
SKMarrie
TJHuang
JQMajumdar
SR Patients admitted to hospital with suspected pneumonia and normal chest radiographs: epidemiology, microbiology, and outcomes.
Am J Med 2004;117
(5)
305- 311
PubMedGoogle ScholarCrossref 29.Marrie
TJLau
CYWheeler
SL
et al. A controlled trial of a critical pathway for treatment of community acquired pneumonia.
JAMA 2000;283
(6)
749- 755
PubMedGoogle ScholarCrossref 30.Fine
MJAuble
TEYealy
DM
et al. A prediction rule to identify low-risk patients with community-acquired pneumonia.
N Engl J Med 1997;336
(4)
243- 250
PubMedGoogle ScholarCrossref 31.Rosenbaum
PRRubin
DB The central role of the propensity score in the comparison of a treatment to a non-randomized control group.
Biometrika 1983;70(1)41- 55
Google ScholarCrossref 32.Eurich
DTMajumdar
SRMcAlister
FATsuyuki
RTJohnson
JA Improved clinical outcomes associated with metformin in patients with diabetes and heart failure.
Diabetes Care 2005;28
(10)
2345- 2351
PubMedGoogle ScholarCrossref