Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2024 Jun 22;10(13):e33439.
doi: 10.1016/j.heliyon.2024.e33439. eCollection 2024 Jul 15.

Cystic fibrosis patient characteristics and healthcare resource utilization in Finland using linked registries

Affiliations

Cystic fibrosis patient characteristics and healthcare resource utilization in Finland using linked registries

Kirsi Malmivaara et al. Heliyon. .

Abstract

Background: Knowledge of prevalence and epidemiology of cystic fibrosis (CF) and healthcare resource use among Finnish people with CF is incomplete.

Methods: We conducted a population-based matched cohort study using retrospective real-world data from linked Finnish national registries. Electronic healthcare data and drug purchases of 102 people with CF were analyzed between January 2015 and December 2019 (follow-up). A 5-fold control population was matched by sex, age, and place of residence. Comorbidities and medication use that occurred at any time during follow-up were assessed; annual rates of hospital service use were adjusted for follow-up.

Results: The prevalence of CF in Finland was 1.85 per 100,000. Median age at diagnosis was 1 year, with 60 % diagnosed at age <2 years and 80 % at age <10 years. Median age at death in people with CF was 31.4 years (n < 5); no controls died. The most common comorbidities included chronic sinusitis (39.2 %), pneumonia (38.2 %), diabetes (20.6 %), and nasal polyps (18.6 %). The most purchased medications were antibiotics (99.0 %) and pancreatic enzymes (84.3 %). The annualized rate of hospital visits was higher in people with CF vs controls (outpatient: mean [SD], 17.4 [14.5] vs 0.9 [3.3]; median, 13.6 vs 0.4, respectively; inpatient: mean [SD], 1.0 [1.66] vs 0.03 [0.14]; median, 0.34 vs 0, respectively).

Conclusions: The prevalence of CF in Finland is remarkably low, likely reflecting unique population characteristics and, in part, delayed diagnosis. Antibiotic use is frequent among Finnish people with CF. Inpatient hospital visits are >30 times higher in people with CF than matched controls.

Keywords: Cystic fibrosis; Finland; Matched cohort study; Retrospective registry study; healthcare resource use.

PubMed Disclaimer

Conflict of interest statement

The authors declare the following financial interests/personal relationships which may be considered as potential competing interests:Kirsi Malmivaaraa reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Mari Polkki reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Tuire Prami reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Paavo Raittinen reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Eija Heikkila reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Antti Aalto reports administrative support, article publishing charges, and statistical analysis were provided by Vertex Pharmaceuticals Incorporated. Teija Dunder reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Varpu Elenius reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Kristina Sandstrom reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Lisa J. McGarry reports administrative support, article publishing charges, and writing assistance were provided by Vertex Pharmaceuticals Incorporated. Kirsi Malmivaaraa reports a relationship with Vertex Pharmaceuticals Incorporated that includes: speaking and lecture fees. Varpu Elenius reports a relationship with Vertex Pharmaceuticals Incorporated that includes: consulting or advisory and speaking and lecture fees. Kristina Sandstrom reports a relationship with Vertex Pharmaceuticals Incorporated that includes: employment and equity or stocks. Lisa McGarry reports a relationship with Vertex Pharmaceuticals Incorporated that includes: employment and equity or stocks. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Figures

Fig. 1
Fig. 1
Most common comorbidities (A) and purchased medications (B) in the CF cohort (N = 102) and control population (N = 508) over the study period of 2015–2019. CF: cystic fibrosis; ICD: International Classification of Diseases. a The proportion test was used to test whether the difference between the CF and control populations was statistically significant. This test was implemented using R prop. test (R Foundation for Statistical Computing; 2018. Available from: https://www.R-project.org/). P values were not adjusted for multiple comparisons. b The proportion of people with comorbidities, including pancreatic insufficiency, was based on diagnoses (ICD-10 codes) recorded for the person during the study period. The proportion of people who purchased pancreatic enzymes, which are used to treat pancreatic insufficiency, during the study period is reported in Fig. 1B c For the control population, the proportion of people with a comorbidity was calculated with the equation nyes/(nyes + nno), where nyes is the number of people with that comorbidity and nno is the number of people without that comorbidity. The proportion of people in the control population with a purchased medication was calculated similarly.
Fig. 2
Fig. 2
Outpatient (A) and inpatient (B) hospital visits for the CF cohort (N = 102) and control population (N = 508) over the study period of 2015–2019. CF: cystic fibrosis; IQR: interquartile range; Q1: quartile 1; Q3: quartile 3. a Data are presented using box plots, with the horizontal line inside the shaded area indicating the median and the upper and lower borders of the shaded area indicating Q3 and Q1, respectively. Whiskers above and below the shaded area indicate the maximum and minimum values, respectively, of the set without outliers. Top outliers are values larger than Q3 + 1.5 × IQR, and bottom outliers are values smaller than Q1 – 1.5 × IQR. Outliers are not shown in the box plots to preserve anonymity (i.e., a point would represent an individual).

Similar articles

References

    1. Davis P.B. Cystic fibrosis since 1938. Am. J. Respir. Crit. Care Med. 2006;173(5):475–482. - PubMed
    1. Bell S.C., Mall M.A., Gutierrez H., Macek M., Madge S., Davies J.C., et al. The future of cystic fibrosis care: a global perspective. Lancet Respir. Med. 2020;8(1):65–124. - PMC - PubMed
    1. Stoltz D.A., Meyerholz D.K., Welsh M.J. Origins of cystic fibrosis lung disease. N. Engl. J. Med. 2015;372(16):1574–1575. - PubMed
    1. Elborn J.S. Cystic fibrosis. Lancet. 2016;388(10059):2519–2531. - PubMed
    1. Moran A., Dunitz J., Nathan B., Saeed A., Holme B., Thomas W. Cystic fibrosis-related diabetes: current trends in prevalence, incidence, and mortality. Diabetes Care. 2009;32(9):1626–1631. - PMC - PubMed

LinkOut - more resources