Previously-initiated hemodialysis as prognostic factor for in-hospital mortality in pneumonia patients with stage 5 chronic kidney disease: Retrospective database study of Japanese hospitals
RESEARCH ARTICLE
Previously-initiated hemodialysis as
prognostic factor for in-hospital mortality in
pneumonia patients with stage 5 chronic
kidney disease: Retrospective database study
of Japanese hospitals
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Daisuke Takada1, Susumu Kunisawa1, Kiyohide Fushimi2, Yuichi Imanaka ID1*
1 Department of Healthcare Economics and Quality Management, Graduate School of Medicine, Kyoto
University, Yoshida Konoe-cho, Sakyo-ku, Kyoto City, Kyoto, Japan, 2 Department of Health Policy and
Informatics, Graduate School of Medicine, Tokyo Medical and Dental University, Yushima, Bunkyo-ku, Tokyo,
Japan
*
OPEN ACCESS
Citation: Takada D, Kunisawa S, Fushimi K,
Imanaka Y (2019) Previously-initiated
hemodialysis as prognostic factor for in-hospital
mortality in pneumonia patients with stage 5
chronic kidney disease: Retrospective database
study of Japanese hospitals. PLoS ONE 14(2):
e0213105. https://doi.org/10.1371/journal.
pone.0213105
Editor: Wisit Cheungpasitporn, University of
Mississippi Medical Center, UNITED STATES
Received: October 23, 2018
Accepted: February 14, 2019
Published: February 28, 2019
Copyright: © 2019 Takada et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited.
Data Availability Statement: The Japanese
government has made a law “Act on the Protection
of Personal Information”, which restricts the use of
personal information. Our dataset includes
potentially sensitive information, such as diagnosis
and medical histories regarded as “Special carerequired personal information” specified by the
above law. And if our dataset would be combined
with other datasets, it can be linked to personal
identification. Moreover, our datasets were
Abstract
Background
Some clinicians keep patients in stage 5 chronic kidney disease (CKD) without hemodialysis
for a while. This study investigated whether previously-initiated hemodialysis in stage 5
CKD patients may become a prognostic factor for in-hospital mortality due to pneumonia.
Methods
Patient data were obtained from the multi-institutional diagnosis procedure combination
database between April 1, 2012 and March 31, 2016. The patients had records of pneumonia as both trigger and major diagnoses and records of end stage renal disease (ESRD) or
stage 5 CKD as a comorbidity or other diagnoses on admission and aged 18 years or older.
The following factors were adjusted: age, sex, body mass index, Barthel index, orientation
disturbance, arterial oxygen saturation, systolic blood pressure, C-reactive protein level or
the extent of consolidation on chest radiography, ambulance use, hospitalization within 90
days, and comorbidities upon admission. The primary outcome measure was all-cause inhospital mortality obtained via multivariable logistic regression analysis using four Models.
Model 1 involved complete case analysis with overlapping; one hospitalization per patient
was counted as one. Model 2 involved a complete case analysis without overlapping; only
the first hospitalization per patient was counted. Model 3 involved multilevel analysis clustered by hospital codes. Model 4 was created after multiple imputation for lacking adjusted
factors.
Results
A total of 907 hospitals and 7,726 patients were identified. Hemodialysis was significantly
associated with lower in-hospital mortality in all models (odds ratio [OR] = 0.68, 95%
PLOS ONE | https://doi.org/10.1371/journal.pone.0213105 February 28, 2019
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Effects of hemodialysis on the in-hospital mortality of stage 5 chronic kidney disease patints with pneumonia
collected from each hospital within the bounds of
the ethical procedures of academic research and
the data use were limited to the researchers listed
on the research plan submitted in advance to the
Ethics Committee. So our data are not permitted to
release publicly. The Japanese ethical guideline
“Ethical Guidelines for Medical and Health
Research Involving Human Subjects” has imposed
these restrictions in consistency with the law “Act
on the Protection of Personal Information”.
Requests to access the data should be submitted
to Kyoto University Graduate School of Medicine/
Faculty General Affairs Division, Research
Promotion Section. Email: .
kyoto-u.ac.jp.
Funding: Health Sciences Research Grants from
the Ministry of Health, Labour and Welfare of
Japan (H27-iryo-ippan-001, 7 H30-seisaku-shitei004), and a Grant-in-Aid for Scientific Research
from the Japan Society for the Promotion of
Science(16H02634). The funders had no role in
study design, data collection and analysis, decision
to publish, or preparation of the manuscript.
Competing interests: The authors have declared
that no competing interests exist.
confidence interval [CI]: 0.54–0.87 in Model 1; OR = 0.71, 95% CI: 0.55–0.91 in Model 2;
OR = 0.67, 95% CI: 0.52–0.86 in Model 3; and OR = 0.68, 95% CI: 0.54–0.87 in Model 4).
Conclusion
Previously-initiated hemodialysis may be an independent prognostic factor for in-hospital
mortality in pneumonia patients with end-stage renal disease. This should be borne in mind
when considering the time of initiation of dialysis.
Introduction
End-stage renal disease (ESRD) is one of the leading causes of morbidity and mortality worldwide [1]. The prevalence of ESRD and use of renal replacement therapies (RRTs) such as
hemodialysis are expected to increase rapidly, and the number of patients who need RRT will
more than double to approximately 5.4 million by 2030 [1]. Some countries, including Japan,
have high prevalence of RRT [2]. Furthermore, it is of great concern that the mortality rate due
to infection among patients with initiated dialysis has increased year after year [3, 4], and
another paper reported that death from pneumonia comprised 46.1% of all infectious disease
deaths among dialysis patients in Japan [5].
To reduce infection mortalities among patients with stage 5 chronic kidney disease (CKD),
including ESRD, early initiation of dialysis might be beneficial. A well-known randomized
controlled trial [6] showed no significant difference in all-cause mortality, infection mortality,
and infection hospitalization between two groups: patients whose estimated glomerular filtration rates (eGFRs) were 10.0 to 14.0 mL per minute, which represents the early initiation of
hemodialysis, and those with eGFRs between 5.0 to 7.0 mL per minute. However, the conclusion of this trial remains controversial due to sampling bias, because about three-quarters of
the screened patients were excluded from the analysis due to physician decision, cancer
comorbidity, declined participation, and other reasons.
Pneumonia is a frequently occurring and critical infectious disease, and mortality rates due
to pneumonia are higher among patients with ESRD than among the general population [7, 8].
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