Causes of Death for Patients With Community-Acquired Pneumonia

Results From the Pneumonia Patient Outcomes Research Team Cohort Study

Arch Intern Med. 2002;162:1059-1064

Author Information
<http://archinte.ama-assn.org/issues/v162n9/rfull/#aainfo>   Eric M.
Mortensen, MD, MSc; Christopher M. Coley, MD; Daniel E. Singer, MD; Thomas
J. Marrie, MD; D. Scott Obrosky, MSc; Wishwa N. Kapoor, MD, MPH; Michael J.
Fine, MD, MSc
Background  To our knowledge, no previous study has systematically examined
pneumonia-related and pneumonia-unrelated mortality. This study was
performed to identify the cause(s) of death and to compare the timing and
risk factors associated with pneumonia-related and pneumonia-unrelated
mortality.
Methods  For all deaths within 90 days of presentation, a synopsis of all
events preceding death was independently reviewed by 2 members of a 5-member
review panel (C.M.C., D.E.S., T.J.M., W.N.K., and M.J.F.). The underlying
and immediate causes of death and whether pneumonia had a major, a minor, or
no apparent role in the death were determined using consensus. Death was
defined as pneumonia related if pneumonia was the underlying or immediate
cause of death or played a major role in the cause of death. Competing-risk
Cox proportional hazards regression models were used to identify baseline
characteristics associated with mortality.
Results  Patients (944 outpatients and 1343 inpatients) with clinical and
radiographic evidence of pneumonia were enrolled, and 208 (9%) died by 90
days. The most frequent immediate causes of death were respiratory failure
(38%), cardiac conditions (13%), and infectious conditions (11%); the most
frequent underlying causes of death were neurological conditions (29%),
malignancies (24%), and cardiac conditions (14%). Mortality was pneumonia
related in 110 (53%) of the 208 deaths. Pneumonia-related deaths were 7.7
times more likely to occur within 30 days of presentation compared with
pneumonia-unrelated deaths.
Factors independently associated with pneumonia-related mortality were
hypothermia, altered mental status, elevated serum urea nitrogen level,
chronic liver disease, leukopenia, and hypoxemia. Factors independently
associated with pneumonia-unrelated mortality were dementia,
immunosuppression, active cancer, systolic hypotension, male sex, and
multilobar pulmonary infiltrates. Increasing age and evidence of aspiration
were independent predictors of both types of mortality.
Conclusions  For patients with community-acquired pneumonia, only half of
all deaths are attributable to their acute illness. Differences in the
timing of death and risk factors for mortality suggest that future studies
of community-acquired pneumonia should differentiate all-cause and
pneumonia-related mortality.
Arch Intern Med. 2002;162:1059-1064
IOI10325
PNEUMONIA COMBINED with influenza is the sixth leading cause of death in the
United States. 1 <http://archinte.ama-assn.org/issues/v162n9/rfull/#r1>
Although the mortality rate from pneumonia decreased sharply with the
introduction of antibiotic therapy in the 1940s, since 1950, the overall
mortality rate for this illness has either remained stable or increased. 2
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r2>  In a meta-analysis 3
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r3>  of studies of
prognosis, the short-term mortality of patients hospitalized with
community-acquired pneumonia ranged from 5.1% for patients treated in an
ambulatory or hospital setting to 36.5% for patients treated in an intensive
care unit.
Prior studies 4-6 <http://archinte.ama-assn.org/issues/v162n9/rfull/#r4>  of
pneumonia prognosis focused almost exclusively on short-term mortality and
assessed risk factors for all-cause mortality. To our knowledge, no previous
studies have examined the causes of death of patients with
community-acquired pneumonia or the role that pneumonia played in the cause
of death. The goals of this study were as follows: (1) to identify the
underlying and immediate causes of death for patients with
community-acquired pneumonia, (2) to determine the role that
community-acquired pneumonia played in the cause of death, and (3) to
compare the risk factors associated with pneumonia-related and
pneumonia-unrelated mortality in patients with this illness.



PATIENTS AND METHODS



PATIENT RECRUITMENT

The Pneumonia Patient Outcomes Research Team cohort study was conducted at 5
medical institutions in 3 geographic locations between October 12, 1991, and
March 31, 1994. These were the University of Pittsburgh Medical Center, a
942-bed university teaching hospital, and St Francis Medical Center, a
427-bed community teaching hospital, in Pittsburgh, Pa; Massachusetts
General Hospital, an 899-bed university teaching hospital, and Harvard
Community Health Plan–Kenmore Center, a staff-model health maintenance
organization, in Boston, Mass; and Victoria General Hospital, a 637-bed
university teaching hospital, in Halifax, Nova Scotia. Outpatients (defined
as those initially treated in an outpatient setting) and inpatients were
enrolled from each of the 4 hospital-based sites (University of Pittsburgh
Medical Center, St Francis Medical Center, Massachusetts General Hospital,
and Victoria General Hospital); only outpatients were enrolled from the
Harvard Community Health Plan–Kenmore Center.
Potential study subjects were identified by research assistants through
daily reviews of admitting and radiology department logs and records of
patients presenting to the emergency departments and clinics affiliated with
the participating sites. Inclusion criteria were as follows: 18 years of age
or older, 1 or more symptoms suggestive of community-acquired pneumonia,
radiographic evidence of community-acquired pneumonia not known to be
chronic, and informed consent for baseline and follow-up interviews.
Exclusion criteria were as follows: discharge from an acute-care facility
within 10 days of presentation, known seropositivity for the human
immunodeficiency virus, or pulmonary symptoms secondary to another diagnosis
(eg, lung cancer). Patients were only enrolled once during the study; those
who presented with community-acquired pneumonia on more than 1 occasion were
not subsequently enrolled.
BASELINE ASSESSMENT

For all study patients, baseline sociodemographic information and clinical
data were assessed at presentation by direct interview by a study nurse and
medical record review. If unable to obtain information directly from the
patient because of mental status changes or language or communication
barriers, a proxy respondent was used. Clinical data examined included
medical history, physical examination results, laboratory values, chest
radiographic findings, and microbiologic results. Historical information
obtained included 5 common respiratory symptoms (cough, dyspnea, sputum
production, pleuritic chest pain, and hemoptysis) and 14 common
nonrespiratory symptoms (fatigue, fever, anorexia, chills, sweats, headache,
myalgias, nausea, sore throat, confusion, inability to eat, vomiting,
diarrhea, and abdominal pain). Physical examination data collected included
vital signs and an evaluation of mental status. Laboratory data collected,
when available, included white blood cell count; hematocrit; levels of serum
urea nitrogen, serum sodium, liver enzymes, and arterial blood gases; and
pulse oximetry readings. Radiographic data included location of the
infiltrate, pattern of the infiltrate (predominantly alveolar, predominantly
interstitial, miliary, or mixed alveolar and interstitial), and presence of
pleural effusion.
When ordered by the physicians caring for these patients, the following
microbiologic tests were abstracted: sputum gram stains and bacterial
cultures obtained within 2 days of presentation, blood cultures drawn before
initiating antimicrobial therapy, pleural fluid cultures, and short-term (1
week of presentation) and convalescent (1-8 weeks after presentation)
serologic tests. Results of these tests were reviewed and a microbiologic
cause was assigned, as previously described. 7
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r7>
Copies of the initial chest radiographs used for the diagnosis of pneumonia
at each study site were independently reviewed by a 3-member panel of
attending radiologists who had no patient-specific clinical information.
Pleural effusion was quantified by the maximum present in either lung as
follows: none, minimal (costophrenic angle blunting only), moderate (less
than one third of the pleural space), and large (one third or more of the
pleural space). 8 <http://archinte.ama-assn.org/issues/v162n9/rfull/#r8>
Aspiration pneumonia was diagnosed by the clinical committee based on
radiographic data and synopses of clinical data. Aspiration pneumonia was
diagnosed in patients with a disorder known to alter consciousness, the
normal gag reflex, or the swallowing mechanism in whom the chest radiograph
revealed an infiltrate involving the superior or basilar segments of the
lower lobes or the posterior segments of the upper lobes. 9
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r9>
The severity of illness at presentation was quantified using the validated
Pneumonia Patient Outcomes Research Team prediction rule for 30-day
mortality and medical complications in patients with community-acquired
pneumonia. 10 <http://archinte.ama-assn.org/issues/v162n9/rfull/#r10>  This
rule is based on 3 demographic characteristics, 5 comorbid illnesses, 5
physical examination findings, and 7 laboratory and radiographic findings
available at presentation. This rule classifies patients into 5 risk
classes, with the 30-day mortality ranging from 0.1% for those in class I to
31.1% for those in class V.
ASSESSMENT OF MORTALITY AND THE CAUSE OF DEATH

Mortality was assessed at 90 days after initial enrollment in the study. For
all patients who died during the follow-up period, death summaries were
prepared by study research nurses using salient information obtained from
the medical record, family or caregiver interviews, and autopsy reports
(when available).
Each death summary was independently reviewed by 2 study investigators who
were part of a 5-member clinical review panel (C.M.C., D.E.S., T.J.M.,
W.N.K., and M.J.F.). Four members of the clinical review panel were general
internists (C.M.C., D.E.S., W.N.K., and M.J.F.) and 1 was an infectious
disease specialist (T.J.M.); all reviewers had extensive clinical and
research experience regarding patients with community-acquired pneumonia.
The reviewers were asked to assign the underlying and immediate causes of
death based on World Health Organization criteria, 11
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r11>  and to assess the
role that community-acquired pneumonia played in the patient's death. The
underlying cause of death was defined as the disease or injury that
initiated the cascade of morbid events leading directly to death. The
immediate cause of death was defined as the disease process, injury, or
complication immediately preceding death. If community-acquired pneumonia
was not considered to be the underlying or immediate cause of death, then
each reviewer was asked to determine whether community-acquired pneumonia
played a major or a minor role in the patient's death. Pneumonia was judged
as playing a major role if death would not have occurred if the patient did
not have pneumonia but another condition was present that also contributed.
Pneumonia was defined as playing a minor role if community-acquired
pneumonia was not essential to explain the patient's death but played some
role in the patient's death.
After the causes of death and the role of pneumonia in causing death were
independently assigned by 2 reviewers, each case was presented to the
5-member clinical review panel. Final assignments of the underlying and
immediate cause of death and the role of pneumonia in causing death were
based on the full consensus of this panel.
Mortality was classified as pneumonia related if pneumonia was an immediate
or underlying cause of death or if it played a major role in the patient's
death. Mortality was defined as pneumonia unrelated if pneumonia was neither
an immediate nor an underlying cause of death, and played only a minor role,
no role, or an unknown role in the cause of death.
STATISTICAL ANALYSES

Univariate statistics were used to compare differences in sociodemographic
and clinical characteristics in patients with pneumonia-related and
pneumonia-unrelated mortality. Causes of death as a function of pneumonia
severity risk class and timing of death were analyzed using simple
descriptive techniques. Categorical variables were analyzed using the chi2
test, and continuous variables were analyzed using the t test. To analyze
time to death for patients with pneumonia-related and pneumonia-unrelated
mortality, Kaplan-Meier estimated probabilities were computed. Statistical
significance was assessed using the summary log-rank test. Statistical
significance was defined as P.05 (2-tailed) for all univariate and
multivariate analyses.
To evaluate risk factors for pneumonia-related, pneumonia-unrelated, and
all-cause mortality, baseline patient sociodemographic and clinical
characteristics were used as independent variables in 3 Cox proportional
hazards regression models, using the 3 mortality outcomes as the respective
dependent measures. The baseline variables included all factors composing
the Pneumonia Patient Outcomes Research Team severity model, in addition to
others that were postulated to have an association with 90-day mortality. 10
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r10>  Site of care,
severity risk class, intensive care unit status, do not resuscitate status,
and symptoms were omitted as potential predictors. All baseline variables
that were statistically significant in any of the 3 Cox proportional hazards
regression models were then used in a competing-risk Cox proportional
hazards regression model with pneumonia-related mortality,
pneumonia-unrelated mortality, and survival as the respective dependent
measures. 12 <http://archinte.ama-assn.org/issues/v162n9/rfull/#r12>  The
Kolmogorov-Smirnov test was used to test the statistical significance of the
survival curves for pneumonia-related and pneumonia-unrelated mortality in
the competing-risk analysis. 13
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r13>



RESULTS



Of the 2287 patients enrolled in the Pneumonia Patient Outcomes Research
Team cohort study, 208 (9%) died within 90 days. Overall, 194 (14%) of the
1343 inpatients and 14 (1%) of the 944 outpatients died within this
follow-up period.
CAUSES OF DEATH

As shown in Table 1
<http://archinte.ama-assn.org/issues/v162n9/fig_tab/ioi10325_t1.html> ,
respiratory failure (38%), sepsis or bacteremia (7%), and cardiac arrhythmia
(7%) were the 3 most frequent immediate causes of death. Neurological
conditions (29%), lung cancer (13%), and cardiac ischemia (13%) were the 3
most frequent underlying causes of death.
Death was defined as pneumonia related in 110 (53%) of the 208 deaths. Of
the pneumonia-related deaths, pneumonia was the underlying cause of death in
20 patients, the immediate cause of death in 9, and a major contributor to
death in 81. Of the pneumonia-unrelated deaths, pneumonia played a minor
role in 34 patients, no role in 52, and an unknown role in 12.
There were distinct differences between the immediate and underlying causes
of death for pneumonia-related and pneumonia-unrelated mortality. The most
frequent immediate causes of death for pneumonia-related mortality were
respiratory failure (50%), pneumonia (8%), multisystem organ failure (6%),
and sepsis (6%). In comparison, respiratory failure (26%), sepsis or
bacteremia (9%), cardiac arrhythmia (8%), and congestive heart failure (7%)
were the leading immediate causes of death for pneumonia-unrelated
mortality. The most frequent underlying causes of death for
pneumonia-related mortality were neurological conditions (22%), pneumonia
(18%), and cerebrovascular accident (13%), compared with lung cancer (19%),
other malignancies (17%), and cardiac ischemia (17%) for those with
pneumonia-unrelated mortality.
FACTORS ASSOCIATED WITH MORTALITY

The demographic and clinical factors with significant univariate
associations with all-cause 90-day mortality are shown in Table 2
<http://archinte.ama-assn.org/issues/v162n9/fig_tab/ioi10325_t2.html> .
Overall, 85% of all deaths occurred among patients in the 2 highest risk
classes; a greater proportion of pneumonia-related deaths also occurred
within risk classes IV and V.
Survival plots and frequency distributions of death over time of
pneumonia-related and pneumonia-unrelated mortality are shown in Figure 1
<http://archinte.ama-assn.org/issues/v162n9/fig_tab/ioi10325_f1.html>  and
Figure 2
<http://archinte.ama-assn.org/issues/v162n9/fig_tab/ioi10325_f2.html> . For
the 110 pneumonia-related deaths, 45% occurred within 2 weeks and 76%
occurred within 30 days of presentation, compared with 8% and 30%,
respectively, of the pneumonia-unrelated deaths (P<.001 for both
comparisons). The odds of a pneumonia-related death occurring within 30 days
of presentation was 7.7 that of a pneumonia-unrelated death. The
Kolmogorov-Smirnov test confirmed significantly different patterns in the
time to death for those with pneumonia-related and pneumonia-unrelated
mortality (P.001).
As shown in Table 3
<http://archinte.ama-assn.org/issues/v162n9/fig_tab/ioi10325_t3.html> , 6
factors were independently associated with pneumonia-related mortality only:
hypothermia, altered mental status, elevated serum urea nitrogen level,
chronic liver disease, white blood cell count less than 4000/µL, and
hypoxemia. In addition, 6 factors were associated with pneumonia-unrelated
mortality only: dementia, immunosuppression, active cancer, systolic
hypotension, male sex, and multilobar infiltrates. Two variables, increasing
age and evidence of aspiration, were independently associated with
pneumonia-related and pneumonia-unrelated mortality. The magnitude of
association for the factors independently associated with pneumonia-related
mortality only ranged from a hazard ratio of 1.90 for temperature lower than
36.0°C to 3.88 for chronic liver disease. The magnitude of association for
the factors independently associated with pneumonia-unrelated mortality only
ranged from 1.59 for male sex to 2.82 for dementia.



COMMENT



This detailed study of mortality in patients with community-acquired
pneumonia demonstrates substantial differences in the causes, timing, and
risk factors for pneumonia-related and pneumonia-unrelated deaths. The
causes of death for patients in this study were similar to the most common
causes of death for adults in the United States: coronary artery disease,
malignancies, stroke, and chronic obstructive pulmonary disease. 14
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r14>  The most frequent
immediate causes of death in this study were respiratory failure and cardiac
disease, while malignancies and neurological disorders were the most
frequent underlying causes of death. However, several causes of death that
many would associate with community-acquired pneumonia, including sepsis,
bacteremia, and multisystem organ failure, were infrequent causes of death
in this cohort. In addition, when the cause of death was stratified by the
role of pneumonia, there were distinct differences between the 2 types of
mortality. For patients with pneumonia-related mortality, the most frequent
causes of death were respiratory failure and neurological disease, while for
patients with pneumonia-unrelated mortality, the most frequent causes of
death were malignancy and cardiac disease.
In this study, slightly more than half of the deaths were classified as
pneumonia related, and more than 75% of the pneumonia-related deaths
occurred within the first 30 days after presentation. After 30 days, the
number of pneumonia-related deaths diminished rapidly, with less than 15% of
all pneumonia-related deaths occurring after 45 days. In contrast, most
pneumonia-unrelated deaths occurred between 30 and 90 days after
presentation, with only 10% occurring within the first 2 weeks of
presentation. These findings suggest that community-acquired pneumonia has a
stronger association with mortality within 45 days of presentation and that
prognosis beyond this point is more heavily influenced by the patient's age,
sex, and other significant comorbid conditions.
We also found that the independent predictors of pneumonia-related and
pneumonia-unrelated mortality were quite different. For pneumonia-unrelated
mortality, comorbid conditions such as malignancy, immunosuppression, and
dementia were independently associated with mortality. In contrast, chronic
liver disease, a relatively rare condition, was the only comorbid condition
independently associated with pneumonia-related mortality. In addition, for
pneumonia-related mortality, acute physiologic or laboratory derangements,
such as hypothermia, decreased white blood cell count, elevated serum urea
nitrogen level, and hypoxemia, were independent predictors of mortality. For
pneumonia-unrelated mortality, systolic hypotension was the only acute
physiologic derangement associated with mortality. Increasing age and
evidence of aspiration were the only risk factors associated with
pneumonia-related and pneumonia-unrelated mortality. Increasing age is a
significant risk factor for mortality, after community-acquired pneumonia,
according to previous studies 3
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r3> , 15
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r15>  of pneumonia
prognosis. Aspiration events are related to multiple contributing factors
that could affect prognosis, including neurological problems, malnutrition,
and altered mental status. 16-18
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r16>
There are several limitations of this work that should be acknowledged.
First, approximately 130 patients who met study eligibility were not
enrolled because of death before study enrollment. Therefore, this study may
not reflect the full spectrum of patients who died within 90 days of
community-acquired pneumonia. Second, the validity of using a clinical
review committee to determine the cause of death for patients with
community-acquired pneumonia has not been previously established. Although
determining the cause of death by autopsy results represents the reference
standard, autopsies were performed on only 22 of the patients who died,
which limited our ability to assess the accuracy of the assignments of cause
of death by the clinical committee. Nevertheless, this method was chosen
because it was the most practical in nature and likely to provide more
reliable data than death certificate reports. Similar clinical consensus
methods have been used to classify mortality for many other conditions, such
as cancer- and cardiac-related mortality. 19
<http://archinte.ama-assn.org/issues/v162n9/rfull/#r19>  Third, the accuracy
of the case summaries was not independently confirmed by the physician
investigations, which may have affected the assignments of the cause of
death. Fourth, many outpatients had missing data for physical signs and
laboratory values, which may have affected our analyses to determine factors
associated with pneumonia-related and pneumonia-unrelated mortality.
However, our assumption that missing values were normal has been used in our
prior validated models of pneumonia severity. Finally, the moderate number
of deaths in this study may have limited the ability to detect clinical
predictors of mortality and our ability to distinguish differences in the
magnitude of effect for pneumonia-related and pneumonia-unrelated mortality.
In conclusion, this study demonstrates that there are significant
differences between pneumonia-related and pneumonia-unrelated mortality,
including the underlying and immediate causes of death, the timing of death,
and the clinical predictors of death. These findings suggest that
researchers, and those interested in evaluating the quality of pneumonia
care, should use a strategy to differentiate between pneumonia-related and
pneumonia-unrelated mortality. Possible strategies include using a shorter
follow-up (30 days) or using a clinical review committee to assign the role
of community-acquired pneumonia in the processes leading to death.



Author/Article Information


From the Division of General Internal Medicine, Department of Medicine, and
the Center for Research on Health Care, University of Pittsburgh (Drs
Mortensen, Kapoor, and Fine and Mr Obrosky), and the Center for the Study of
Health Disparities, VA Pittsburgh Healthcare System (Dr Fine), Pittsburgh,
Pa; the General Medicine Unit, Department of Medicine, Massachusetts General
Hospital and Harvard Medical School, Boston (Drs Coley and Singer); and the
Division of Infectious Disease, Department of Medicine, University of
Alberta, Edmonton (Dr Marrie).

Corresponding author and reprints: Michael J. Fine, MD, MSc, Center for the
Study of Health Disparities, VA Pittsburgh Healthcare Systems (Mail Stop
130-U), University Drive C, Location 11E127, Pittsburgh, PA 15240-1001
(e-mail: [log in to unmask] <mailto:[log in to unmask]> ).
Accepted for publication October 2, 2001.
This study was supported by grant R01 HS06468 from the Agency for Healthcare
Research and Quality, Rockville, Md; and grant F32 HS00135 from the Agency
for Healthcare Research and Quality National Research Service Award (Dr
Mortensen).
We thank Karen Lahive, MD, for coordinating study activities at the Harvard
Community Health Plan–Kenmore Center; Terry Sefcik, MS, for data management;
and the following clinical research assistants for cohort study patient
enrollment and data collection: Mary Walsh, RN, Donna Polenik, RN, MPH, and
Kathryn Fine, RN, in Pittsburgh; Mary Ungaro, RN, Leila Haddad, AB, and
Marian Hendershot, RN, in Boston; and Rhonda Grandy, RN, Jackie Cunning, RN,
Dawn Menon, GN, Linda Kraft, RN, and Maxine Young, RN, in Halifax.




REFERENCES



1. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr1>
Adams P, Hendershot G, Marano M.
Current estimates from the National Health Interview Survey, 1996.
Vital Health Stat 10.
1999;No. 200.
2. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr2>
Pneumonia and influenza death rates: United States, 1979-1994.
MMWR Morb Mortal Wkly Rep.
1995;44:535-537.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
7603429>
3. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr3>
Fine MJ, Smith MA, Carson CA, et al.
Prognosis and outcomes of patients with community-acquired pneumonia: a
meta-analysis.
JAMA.
1996;275:134-141.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
8531309>
4. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr4>
Marrie TJ, Durant H, Yates L.
Community-acquired pneumonia requiring hospitalization: 5-year prospective
study.
Rev Infect Dis.
1989;11:586-599.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
2772465>
5. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr5>
Davis RB, Iezzoni LI, Phillips RS, Reiley P, Coffman GA, Safran C.
Predicting in-hospital mortality: the importance of functional status
information.
Med Care.
1995;33:906-921.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
7666705>
6. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr6>
Hasley PB, Albaum MN, Li YH, et al.
Do pulmonary radiographic findings at presentation predict mortality in
patients with community-acquired pneumonia?
Arch Intern Med.
1996;156:2206-2212.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
8885819>
7. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr7>
Fine MJ, Stone RA, Singer DE, et al.
Processes and outcomes of care for patients with community-acquired
pneumonia: results from the Pneumonia Patient Outcomes Research Team (PORT)
cohort study.
Arch Intern Med.
1999;159:970-980.
ABSTRACT <http://archinte.ama-assn.org/issues/v159n9/abs/ioi71099.html>   |
FULL TEXT <http://archinte.ama-assn.org/issues/v159n9/rfull/ioi71099.html>
|   PDF <http://archinte.ama-assn.org/issues/v159n9/rpdf/ioi71099.pdf>   |
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
10326939>
8. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr8>
Albaum MN, Hill LC, Murphy M, et al, for the PORT Investigators.
Interobserver reliability of the chest radiograph in community-acquired
pneumonia.
Chest.
1996;110:343-350.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
8697831>
9. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr9>
Groskin SA.
Heitzman's the Lung: Radiologic-Pathologic Correlations.
Vol 3. St Louis, Mo: Mosby–Year Book Inc; 1993.
10. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr10>
Fine MJ, Auble TE, Yealy DM, et al.
A prediction rule to identify low-risk patients with community-acquired
pneumonia.
N Engl J Med.
1997;336:243-250.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
8995086>
11. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr11>
Manual of the International Statistical Classification of Diseases,
Injuries, and Causes of Death.
Geneva, Switzerland: World Health Organization; 1977.
12. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr12>
Kalbefleisch J, Prentice R.
The Statistical Analysis of Failure Time Data.
New York, NY: John Wiley & Sons Inc; 1980.
13. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr13>
Conover W.
Practical Nonparametric Statistics.
New York, NY: John Wiley & Sons Inc; 1980.
14. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr14>
Hoyert DL, Kochanek KD, Murphy SL.
Deaths: final data for 1997.
Natl Vital Stat Rep.
1999;47:1-104.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
10410536>
15. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr15>
Fine MJ, Hanusa BH, Lave JR, et al.
Comparison of a disease-specific and a generic severity of illness measure
for patients with community-acquired pneumonia.
J Gen Intern Med.
1995;10:359-368.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
7472683>
16. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr16>
Horner J, Alberts MJ, Dawson DV, Cook GM.
Swallowing in Alzheimer's disease.
Alzheimer Dis Assoc Disord.
1994;8:177-189.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
7986487>
17. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr17>
Horner J, Massey EW, Brazer SR.
Aspiration in bilateral stroke patients.
Neurology.
1990;40:1686-1688.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
2234422>
18. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr18>
McDonald AM, Dietsche L, Litsche M, et al.
A retrospective study of nosocomial pneumonia at a long-term care facility.
Am J Infect Control.
1992;20:234-238.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
1443755>
19. <http://archinte.ama-assn.org/issues/v162n9/rfull/#rr19>
Julian DG, Camm AJ, Frangin G, et al, for the European Myocardial Infarct
Amiodarone Trial Investigators.
Randomised trial of effect of amiodarone on mortality in patients with
left-ventricular dysfunction after recent myocardial infarction: EMIAT.
Lancet.
1997;349:667-674.
MEDLINE
<http://www.ncbi.nlm.nih.gov/htbin-post/Entrez/query?db=m&form=6&Dopt=r&uid=
9078197>


Edward E. Rylander, M.D.
Diplomat American Board of Family Practice.
Diplomat American Board of Palliative Medicine.