Danya Muilwijk

Dr. Danya Muilwijk

orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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2 July 2021 in European Journal of Pediatrics
Verified
Journal Article
Open access
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MBMarlou Corine Bierlaagh
Marlou Corine Bierlaagh
DMDanya Muilwijk
Danya Muilwijk
JBJeffrey M. Beekman
Jeffrey M. Beekman
Cornelis K. van der EntCornelis K. van der Ent
Cornelis K. van der Ent
Cystic fibrosis is the most prevalent inherited disease caused by a defect in the cystic fibrosis transmembrane conductance regulator (CFTR) gene. The impaired electrolyte homeostasis caused by the mutated or absent protein leads to symptoms in multiple organ systems. However, the pulmonary manifestation with chronic infections and eventually respiratory failure remains the most important threat. Until one decade ago, only symptomatic treatment was available. However, since 2012, different combinations of CFTR modulators are available for people with cystic fibrosis (pwCF) that carry different mutations. The advent of these drugs has impressively changed life expectancy and quality of life in people with cystic fibrosis and raised new challenges regarding long-term complications and tapering of conventional therapies.Conclusion: In this review, we provide an update on the latest developments around diagnostics, treatment, and prognosis of pwCF. What is Known:• Cystic fibrosis is an incurable and life-shortening disease asking for life-long symptomatic treatment.• Three combination CFTR modulating drugs has gained marked approval over the last 10 years. What is New:• The emerge of new (modulating) therapies contribute to the increasing life expectancy.• A high unmet need to develop new therapies for people with CF who cannot access or benefit from these drugs remains. This review gives an update on the current status.

Verified
Journal Article
Open access
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JLJuliet W. Lefferts
Juliet W. Lefferts
MBMarlou Corine Bierlaagh
Marlou Corine Bierlaagh
SKSuzanne Kroes
Suzanne Kroes
NNNatascha D. A. Nieuwenhuijze
Natascha D. A. Nieuwenhuijze
HKHeleen N. Sonneveld van Kooten
Heleen N. Sonneveld van Kooten
JBJeffrey M. Beekman
Jeffrey M. Beekman
Cystic fibrosis (CF) is caused by mutations in the Cystic Fibrosis Transmembrane conductance Regulator (CFTR) gene. The combination of the CFTR modulators elexacaftor, tezacaftor, and ivacaftor (ETI) enables the effective rescue of CFTR function in people with the most prevalent F508del mutation. However, the functional restoration of rare CFTR variants remains unclear. Here, we use patient-derived intestinal organoids (PDIOs) to identify rare CFTR variants and potentially individuals with CF that might benefit from ETI. First, steady-state lumen area (SLA) measurements were taken to assess CFTR function and compare it to the level observed in healthy controls. Secondly, the forskolin-induced swelling (FIS) assay was performed to measure CFTR rescue within a lower function range, and to further compare it to ETI-mediated CFTR rescue in CFTR genotypes that have received market approval. ETI responses in 30 PDIOs harboring the F508del mutation served as reference for ETI responses of 22 PDIOs with genotypes that are not currently eligible for CFTR modulator treatment, following European Medicine Agency (EMA) and/or U.S. Food and Drug Administration (FDA) regulations. Our data expand previous datasets showing a correlation between in vitro CFTR rescue in organoids and corresponding in vivo ppFEV1 improvement upon a CFTR modulator treatment in published clinical trials, and suggests that the majority of individuals with rare CFTR variants could benefit from ETI. CFTR restoration was further confirmed on protein levels using Western blot. Our data support that CFTR function measurements in PDIOs with rare CFTR genotypes can help to select potential responders to ETI, and suggest that regulatory authorities need to consider providing access to treatment based on the principle of equality for people with CF who do not have access to treatment.

18 May 2024 in Journal of Cystic Fibrosis
Verified
Journal Article
Open access
MBMarlou Corine Bierlaagh
Marlou Corine Bierlaagh
PMPeter van Mourik
Peter van Mourik
AVAnnelotte M. Vonk
Annelotte M. Vonk
JPJohanna Pott
Johanna Pott
DMDanya Muilwijk
Danya Muilwijk
Cornelis K. van der EntCornelis K. van der Ent
Cornelis K. van der Ent
Patient-derived intestinal organoids (PDIOs) show great potential as in vitro drug testing platform for personalised medicine in Cystic Fibrosis and oncology. PDIOs can be generated by culturing adult stem cells obtained through rectal forceps biopsy or suction biopsy, but the safety of these procedures and the success rates of generating organoids after shipment to a centralized lab using these procedures has not been studied in this context. We here report the safety and success rates of both biopsy procedures and the subsequent generation of PDIOs in the international multicentre HIT-CF Organoid Study. 502 biopsy procedures were conducted, on 489 adult people with Cystic Fibrosis from 33 different hospitals across 12 countries. Depending on the preference of the hospital, either rectal forceps biopsies or suction biopsies were obtained and internationally shipped to a central laboratory for organoid generation. No adverse events were reported for 280 forceps biopsy procedures, while 222 rectal suction biopsy procedures resulted in 2 adverse events, namely continued bleeding and a probably nonrelated gastroenteritis. The success rate of organoid generation from all biopsies was 95%, and the main reason for failure was insufficient sample viability (3.2%). Our results indicate that both rectal suction biopsy and forceps biopsy procedures are safe procedures. The high success rates of PDIO generation from the obtained tissue samples demonstrate the feasibility of the organoid technology for personalised in vitro testing in an international setting.

16 December 2021 in Journal of Personalized Medicine
Verified
Journal Article
Open access
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DMDanya Muilwijk
Danya Muilwijk
MBMarlou Corine Bierlaagh
Marlou Corine Bierlaagh
PMPeter van Mourik
Peter van Mourik
JKJasmijn Kraaijkamp
Jasmijn Kraaijkamp
RMRenske Meer
Renske Meer
Cornelis K. van der EntCornelis K. van der Ent
Cornelis K. van der Ent
The clinical response to cystic fibrosis transmembrane conductance regulator (CFTR) modulators is variable within people with cystic fibrosis (pwCF) homozygous for the F508del mutation. The prediction of clinical effect in individual patients would be useful to target therapy to those who would benefit from it. A multicenter observational cohort study was conducted including 97 pwCF (F508del/F508del), who started lumacaftor/ivacaftor (LUM/IVA) treatment before June 2018. In order to assess the associations of individual in vivo and in vitro biomarkers with clinical outcomes, we collected clinical data regarding sex, age, and sweat chloride concentration (SwCl) at baseline and after six months of LUM/IVA; the percent predicted forced expiratory volume in 1 s (ppFEV1) and the number of pulmonary exacerbations (PEx) during the three years before up to three years after modulator initiation; and the forskolin-induced swelling (FIS) responses to LUM/IVA, quantified in intestinal organoids. On a group level, the results showed an acute change in ppFEV1 after LUM/IVA initiation (2.34%, 95% CI 0.85–3.82, p = 0.003), but no significant change in annual ppFEV1 decline in the three years after LUM/IVA compared to the three years before (change: 0.11% per year, 95%CI: −1.94–2.19, p = 0.913). Neither of these two outcomes was associated with any of the candidate predictors on an individual level. The median number of pulmonary exacerbations (PEx) per patient year did not significantly change in the three years after LUM/IVA compared to the years before (median: 0.33/patient year, IQR: 0–0.67 before vs. median: 0/patient year, IQR: 0–0.67 after p = 0. 268). The PEx rate after modulator initiation was associated with the PEx rate before (IRR: 2.26, 95%CI: 1.67–3.08, p < 0.001), with sex (males vs. females IRR: 0.36, 95%CI: 0.21–0.63, p = 0.001) and with sweat chloride concentration (SwCl) at baseline (IRR: 0.96, 95%CI: 0.94–0.98, p = 0.001). The change in SwCl was also significant (−22.9 mmol/L (95%CI: −27.1–−18.8, p < 0.001) and was associated with SwCl at baseline (−0.64, 95%CI: −0.90–−0.37, p < 0.001) and with sex (males vs. females 8.32, 95%CI: 1.82–14.82, p = 0.013). In conclusion, ppFEV1 decline after CFTR modulator initiation remains difficult to predict in individual patients in a real-world setting, with limited effectiveness for double CFTR modulator therapies. The PEx rate prior to CFTR modulator treatment initiation, sex and SwCl at baseline could be potential predictors of long-term PEx rate and of changes in SwCl after modulator initiation.

9 November 2024 in Journal of Cystic Fibrosis
Verified
Journal Article
Closed access
SKSuzanne Kroes
Suzanne Kroes
MBMarlou C. Bierlaagh
Marlou C. Bierlaagh
JLJuliet W. Lefferts
Juliet W. Lefferts
ABAlessandra Boni
Alessandra Boni
DMDanya Muilwijk
Danya Muilwijk
Fabiana CicirielloFabiana Ciciriello
Fabiana Ciciriello

27 July 2023 in eClinicalMedicine
Verified
Journal Article
Open access
DMDanya Muilwijk
Danya Muilwijk
TPTessa J. van Paridon
Tessa J. van Paridon
DHDoris C. van der Heijden
Doris C. van der Heijden
BFBrenda M. Faber-Bisschop
Brenda M. Faber-Bisschop
DODomenique D. Zomer-Van Ommen
Domenique D. Zomer-Van Ommen
CECornelis K. van der Ent
Cornelis K. van der Ent
Generic and disease-specific patient-reported outcome measures (PROMs) may lack relevance and sensitivity on a patient-level in chronic diseases with differential disease expression and high individual variability, such as Cystic Fibrosis (CF). This study aimed to develop and validate a novel personalized electronic PROM (ePROM) that captures relevant aspects of quality of life in individuals with CF. The Q-Life app was developed as a short personalized ePROM to assess individual quality of life. Psychometric properties were assessed in a single-center cross-sectional study between September 2019 and September 2021 and in a prospective cohort study between September 2021 and September 2022. Combined studies included 223 participants (median age: 24 years, IQR: 19.0–32.5 years, range: 12.0–58.0 years). Internal consistency (Cronbach's alpha: 0.83–0.90) and test-retest reliability (intraclass correlation coefficient: 0.90; 95% CI: 0.65–0.92; p < 0.001) of quality of life (Q-Life) scores were strong. Q-Life scores were associated with overall Cystic Fibrosis Questionnaire-Revised (CFQ-R) scores (ρ = 0.71; p < 0.001), CFQ-R respiratory domain scores (ρ = 0.57; p < 0.001) and forced expiratory volume in 1s (ρ = 0.41; p < 0.001). Furthermore, Q-Life scores improved from 65.0 (IQR: 45.0–63.3) at baseline to 84.2 (IQR: 75.0–95.0) and 87.5 (IQR: 75.0–100.0) after 3 and 6 months of elexacaftor/tezacaftor/ivacaftor treatment (change: 20.8; 95% CI: 17.5–25.0; p < 0.001), comparable to CFQ-R respiratory domain scores (change: 22.2, 95% CI: 19.4–25.0, p < 0.001). The Q-Life app is a reliable, valid and sensitive personalized ePROM to measure all aspects of quality of life that really matter to individuals with Cystic Fibrosis. This patient-centered approach could provide important advantages over generic and disease-specific PROMs in the era of personalized medicine and value-based healthcare. 10.13039/100000897 Dutch Cystic Fibrosis Foundation , 10.13039/100016036 Health-Holland .