Disability-adjusted life years for acute bronchiolitis in infants in Colombia
Jefferson Antonio Buendía1,&, Diana Guerrero Patiño2
1Grupo de Investigación en Farmacología y Toxicología, Department of Pharmacology and Toxicology, School of Medicine, Department of Pharmacology and Toxicology, School of Medicine, University of Antioquia, Colombia, 2Hospital Infantil Concejo de Medellin, Medellin, Colombia
Jefferson Antonio Buendía, Grupo de Investigación en Farmacología y Toxicología, Department of Pharmacology and Toxicology, School of Medicine, Department of Pharmacology and Toxicology, School of Medicine, University of Antioquia, Colombia
acute bronchiolitis is the leading cause of hospitalization in infants worldwide. However, little is known about the real impact of on society in terms of years of life lost due to this condition. The objective of the present study is to determine the Disability-Adjusted Life Years (DALYs) for acute bronchiolitis in infants in Colombia.
data from the national epidemiological surveillance system were used to estimate DALYs, calculated from the sum of years of life lost and years lived with disability due to acute bronchiolitis in Colombia. A bootstrapped method with 10,000 iterations was used to estimate each statistical parameter using the package DALYs calculator in R.
in 2019, 447,434 years of life (confidence interval 95% 397,647- 512,759) were lost due to acute bronchiolitis in Colombian infants. The estimated rate was 34 DALYs/1000 person-year (95% confidence interval 30-39).
our paper shows the high burden of disease associated with bronchiolitis in Colombia. Prevention strategies, such as acute bronchiolitis vaccination, to reduce morbidity associated with acute bronchiolitis should be encouraged in our country.
Acute bronchiolitis is a leading cause of hospitalization in pediatric
Classical measures of disease as mortality and incidence does not give
an entire representation of the burden of disease produced by individuals
in different populations. The burden of disease is evaluated using the
disability-adjusted life year (DALYs), a time-based measure that link years
of life lost due to premature mortality (YLL) and years of life lost due
to time lived in states of less than full health, or years of healthy life
lost due to disability (YLD). One DALYs means the loss of the equivalent
of one year of full health . Our group in Colombia estimated 260,873 years of life (CI95% 208,180-347,023)
were lost due to respiratory virus for respiratory syncytial virus , the
most frequent cause of bronchiolitis, in children under 2 years in 2019
. However, this study does not estimate it directly for acute bronchiolitis
because up to 40% of cases may be due to viruses other than respiratory
syncytial virus . A valid and consistent description of the burden of disease is a great input
to generate better health-policies and planning processes. Here, we estimated
the disease burden of acute bronchiolitis in infants in Colombia.
using the methods described by Murray and Lopez , we estimated the DALYs for acute bronchiolitis infection. DALYs were calculated for the most important health outcomes of this infection: acute bronchiolitis no complicated, acute bronchiolitis with acute mild or moderate complications (hypoxemia, atelectasis, and pneumonia), acute bronchiolitis with severe acute complications (PICO admission, pneumothoraxes, pleural effusions, sepsis) and acute bronchiolitis with long term complications (recurrent wheezing). The study protocol was reviewed and approved by the Institutional Review Board of the University of Antioquia (No 18/2015).
Data sources and model parameters:
to estimate the burden of disease we use incidences and mortality rates from
comprehensive data reported by the national epidemiological surveillance system
during 2019 . The mortality data was validated with the data reported by the National Department
of Statistics during the same time . Informed consent was not required because we used surveillance data without
personal identifiers. To estimate the ranges of incidence and mortality rates,
as well as and guarantee the external validity in the sensitivity analysis, this
information was supplemented with search for studies previously published with
Colombian patients [5-10]. The years of life lost by premature mortality were estimated, per outcome,
by multiplying the number of deaths due to this outcome -in infants with acute
bronchiolitis- by the number of years of expected remaining life at the age of
death according to reference life tables of the global burden of disease study
as recommended the manual of GBD studies . All estimates used the Colombian population in 2019. Next, the YLD per outcome
was obtained by multiplying the number of cases -per outcome in infants with
acute bronchiolitis-by both: the average duration of this outcome obtained from
the literature , and respective disability weight derived from the 2015 GBD study (0.051 for
acute bronchiolitis no complicated or with acute mild or moderate complications
, 0.13 for acute bronchiolitis with severe acute complications and 0.06 for acute
bronchiolitis with long term complications) (Table 1) [4,6,8-10].
the internal consistency of each parameter was evaluated using the DISMOD II
program following the recommendations of manual for national studies of the WHO
disease burden . To estimate the confidence Interval around YLD, YLL, and DALYs calculated
before, we made 10 000 iterations in a Monte Carlo simulation, using a bootstrapped
technique of DALYs calculator package in R to obtain each confidence interval,
with a discount rate of 3% and weighting by age . The DALYs was expressed both in absolute value and per 1,000 person-years.
Multi-way probabilistic sensitivity analysis was made using the standardized
regression coefficient method .
In 2019, we estimated that ~447,434 years of life (confidence interval or CI 95% 397,647- 512,759) were lost due to acute bronchiolitis infections in infants, with an estimated rate was 34 DALYs/1000 person-year (95% CI 30-39). Fifty-one percent (51%) (240,374 DALYs) were occurred in male infants. Sixty-one percent (61%) (290,800 DALYs) of affected infants between 1 to 2 years of age (Table 2). Ninety-two percent (92%) of DALYSs represented years of life lost due to early death, and 8% years of healthy life lost due to disability.
The estimated rate of acute bronchiolitis with acute mild or moderate complications was 19 DALYs/1,000 person-year (CI 95% 18.5-19.5), for acute bronchiolitis with severe acute complications 6.3 DALYs/1000 person-year (CI 95% 4.3-10), for acute bronchiolitis with long term complications 5.2 DALYs/ 1,000 person-year (CI 95% 2.5-9.7) and for uncomplicated acute bronchiolitis: 5.9 DALYs/1000 person-year (CI 95% 5.9-6.6). Most of DALYs in the health outcomes happen between 12 to 24 months, except in uncomplicated acute bronchiolitis.
The results were robust in the sensitivity analysis. The percentage of change in the total estimate of DALYs did not exceed 25% with the variables analyzed; being the probability of death the variable associated with the highest percentage of change in the DALYs (between 5-25%, of the final estimate). There were no significant variations in the discount rate between 0 to 5%.
We found that acute bronchiolitis in infants generates a significant number of years of life lost highlighting not only the importance of this etiological agent but also the usefulness of using DALYs to assess the true weight of a disease in society. The national burden study estimated In Colombia for LTRI around 3.98 DALYs per 1000 in infants . Our estimate was higher (was 37 DALYs/1,000 person-year) because the national burden of disease study used data from national health surveys while we examined the records of epidemiological surveillance. Our records have a greater degree of completeness since they are mandatory in Colombia.
Otherwise, if acute bronchiolitis alone generates 37 DALYs for 1,000 infants,
this disease would be only behind of low birth weight in the total estimation
of DALYs in this age group .
When we compare our results with other estimations of DALYs of different diseases,
acute bronchiolitis in infants, generates more years of life lost than cervical
cancer between 45-59 years (1.6 DALYs per 1,000 inhabitants), epilepsy between
30-44 years (1 DALYs per 1,000 inhabitants) and leukemia in infants between
5-14 years (1 DALYs per 1,000 inhabitants) . This highlights the importance of generating specific burden of the disease
studies by etiological agent, but also that it should encourage the development
of vaccines, which according to our estimates would have a high population
impact. Burden of disease studies should be a primary source for prioritization
exercises in public health. Although in our continent even the use of health
technology assessment and advanced statistical information is not the main
input for decision-making, this type of estimations such as ours should encourage
decision-makers to use evidence to make health decisions [13-15].
This study has limitations. First, we may have some degree of information bias and underestimation due to the use of data from the national surveillance and notification system. However, LRTI cases have florid symptomatology in this age group, often prompting medical attention. There are a global increasing in the reporting of cases to SIVIGILA has been noted , and in our sensitivity analysis, the final result of DALYs was not sensitive to the change in values of these probabilities, guaranteeing the robustness of the model. There are no specific "disability weights" for acute bronchiolitis infection. In this case, we used data reported for LRTI because in terms of mortality it does not differ from data presented by patients with other viruses in Colombia. In the sensitivity analysis, the percentage of change in the total estimate of DALYs did not exceed 25% within the variables analyzed.
The burden of acute bronchiolitis is a serious problem in Colombia, with a considerable social impact in terms of disability and mortality. Morbidity and mortality rates can be improved not only by effective prevention and promotion of public policies but also by improvements in the quality of health care services. Our results prompt evaluation of public health interventions and novel biological preventive strategies under evaluation to minimize the impact of this serious problem in Colombian infants.
What is known about this topic
- Acute bronchiolitis is the leading cause of hospitalization in infants worldwide;
- Despite that, previous studies had estimated the burden of disease of lower respiratory tract infections, in term of years of life lost by premature death or disability, theses report do not estimate it directly for acute bronchiolitis.
What this study adds
- We found that acute bronchiolitis in infants less than 2 years generates a significant number of years of life lost;
- Prevention strategies, such as acute bronchiolitis vaccination to reduce morbidity associated with acute bronchiolitis should be encouraged in our country.
The authors declare no competing interests.
All authors participated significantly in all phases (design, analysis, writing of paper) of this publication. All authors read and approved the final version of the manuscript.
1: model inputs: morbidity probabilities used in the base case and sensitivity
Table 2: distribution by sex and age of disability-adjusted life years
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