Introduction and Objective(s). The most serious complications of cystic fibrosis (CF) relate to respiratory failure, leading to hypoxemia, which is the time when the respiratory system is profoundly compromised by the disease. Oxygen therapy (OT) is then prescribed to restore oxygen levels in the blood.1 Also, some people with CF (pwCF) can have lung transplantation (LTx) during their life. Association between dependence OT and natural disease progression in pwCF becomes challenging, and it has not been estimated yet. We therefore used the multi-state model to estimate the transition probabilities from being alive without LTx to LTx and to death, and from being alive after LTx to death in pwCF with and without OT. Method(s) and Results. We used 10 years’ data from the 35-country European CF Society Patient Registry (ECFSPR). A multi-state regression model was fitted using age as timescale to assess the effects of individual risk factors on transition probabilities. We considered 48,343 pwCF aged 6 to 50 years. OT (HR 5.78, 95%CI: 5.32 - 6.29) and abnormal FEV1 (HR 6.41, 95%CI: 5.28 - 7.79) were strongly associated with the probability of having LTx; chronic infection with Burkholderia cepacia complex (HR 3.19, 95%CI: 2.78 - 3.67), abnormal FEV1 (HR 5.00, 95%CI: 4.11 - 6.08) and the need for OT (HR 4.32, 95%CI: 3.93 - 4.76) showed the greatest association with the probability of dying without LTx. Once pwCF received LTx, OT (HR 1.75, 95%CI: 1.41 - 2.16) and abnormal FEV1 (HR 1.63, 95%CI: 1.18 - 2.25) were the main factors associated with the probability of dying. We also found an association between gross national income and the probability of receiving LTx, which is lower for pwCF living in low-income European countries. Conclusions. Oxygen therapy, as a proxy for disease severity, is associated with poor survival in pwCF, even after LTx.; harmonization of CF care throughout European countries remains of paramount importance.

A MULTI-STATE MODEL EVALUATING THE ASSOCIATION OF OXYGEN THERAPY WITH THE COURSE OF CYSTIC FIBROSIS IN EUROPE / S. Gambazza, A. Orenti, A. Zolin, F. Ambrogi. ((Intervento presentato al 44. convegno Annual Conference of the International Society for Clinical Biostatistics - Joint conference with the Italian Region of the International Biometric Society tenutosi a Milano : 27-31 August nel 2023.

A MULTI-STATE MODEL EVALUATING THE ASSOCIATION OF OXYGEN THERAPY WITH THE COURSE OF CYSTIC FIBROSIS IN EUROPE

S. Gambazza;A. Orenti;A. Zolin;F. Ambrogi
2023

Abstract

Introduction and Objective(s). The most serious complications of cystic fibrosis (CF) relate to respiratory failure, leading to hypoxemia, which is the time when the respiratory system is profoundly compromised by the disease. Oxygen therapy (OT) is then prescribed to restore oxygen levels in the blood.1 Also, some people with CF (pwCF) can have lung transplantation (LTx) during their life. Association between dependence OT and natural disease progression in pwCF becomes challenging, and it has not been estimated yet. We therefore used the multi-state model to estimate the transition probabilities from being alive without LTx to LTx and to death, and from being alive after LTx to death in pwCF with and without OT. Method(s) and Results. We used 10 years’ data from the 35-country European CF Society Patient Registry (ECFSPR). A multi-state regression model was fitted using age as timescale to assess the effects of individual risk factors on transition probabilities. We considered 48,343 pwCF aged 6 to 50 years. OT (HR 5.78, 95%CI: 5.32 - 6.29) and abnormal FEV1 (HR 6.41, 95%CI: 5.28 - 7.79) were strongly associated with the probability of having LTx; chronic infection with Burkholderia cepacia complex (HR 3.19, 95%CI: 2.78 - 3.67), abnormal FEV1 (HR 5.00, 95%CI: 4.11 - 6.08) and the need for OT (HR 4.32, 95%CI: 3.93 - 4.76) showed the greatest association with the probability of dying without LTx. Once pwCF received LTx, OT (HR 1.75, 95%CI: 1.41 - 2.16) and abnormal FEV1 (HR 1.63, 95%CI: 1.18 - 2.25) were the main factors associated with the probability of dying. We also found an association between gross national income and the probability of receiving LTx, which is lower for pwCF living in low-income European countries. Conclusions. Oxygen therapy, as a proxy for disease severity, is associated with poor survival in pwCF, even after LTx.; harmonization of CF care throughout European countries remains of paramount importance.
30-ago-2023
Multi-state model; cystic fibrosis; survival analysis
Settore MED/01 - Statistica Medica
A MULTI-STATE MODEL EVALUATING THE ASSOCIATION OF OXYGEN THERAPY WITH THE COURSE OF CYSTIC FIBROSIS IN EUROPE / S. Gambazza, A. Orenti, A. Zolin, F. Ambrogi. ((Intervento presentato al 44. convegno Annual Conference of the International Society for Clinical Biostatistics - Joint conference with the Italian Region of the International Biometric Society tenutosi a Milano : 27-31 August nel 2023.
Conference Object
File in questo prodotto:
File Dimensione Formato  
PrintPreview.pdf

accesso aperto

Descrizione: Abstract
Tipologia: Altro
Dimensione 95.19 kB
Formato Adobe PDF
95.19 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1000241
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact