Cystic Fibrosis and Personalized Medicine

A special issue of Journal of Personalized Medicine (ISSN 2075-4426). This special issue belongs to the section "Mechanisms of Diseases".

Deadline for manuscript submissions: closed (25 November 2021) | Viewed by 28365

Special Issue Editors


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Guest Editor
Department of Pulmonology Patient Care, Utrecht University Medical Center, Utrecht, The Netherlands
Interests: pediatric respiratory diseases; allergology

E-Mail Website
Guest Editor
Department of Pulmonology, University Medical Center Utrecht, Utrecht, The Netherlands
Interests: pulmonary diseases

Special Issue Information

Dear colleagues,

Cystic fibrosis is the most prevalent monogenetic disease worldwide. Over 2000 different defects in the cystic fibrosis transmembrane conductance regulator (CFTR) gene have been described, not only leading to a highly diverse phenotype of the disease, but also to the development of a plethora of gene-defect specific therapies. Many new techniques and models have been developed to unravel the genotype-phenotype relationship and to develop and apply new molecules which can modify CFTR-protein function. In addition to clinical and radiological evaluation, functional measurements such as sweat testing, intestinal current measurements, and patient-derived cell models from airway and gut tissue have become available. Today, these tools are more and more helpful in driving treatment of cystic fibrosis into theratyping and real personalized medicine. For this Special Issue, we invite review articles and original studies addressing the latest developments in patient-specific drug development and evaluation of effects in patients with cystic fibrosis.

Prof. Dr. Cornelis K. van der Ent
Prof. Dr. Harry G. M. Heijerman
Guest Editors

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Keywords

  • cystic fibrosis
  • cystic fibrosis transmembrane conductance regulator
  • genotype
  • cell models
  • theratype

Published Papers (10 papers)

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Research

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12 pages, 1205 KiB  
Article
Prediction of Real-World Long-Term Outcomes of People with CF Homozygous for the F508del Mutation Treated with CFTR Modulators
by Danya Muilwijk, Marlou Bierlaagh, Peter van Mourik, Jasmijn Kraaijkamp, Renske van der Meer, Rutger van den Bor, Harry Heijerman, René Eijkemans, Jeffrey Beekman and Kors van der Ent
J. Pers. Med. 2021, 11(12), 1376; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11121376 - 16 Dec 2021
Cited by 8 | Viewed by 2227
Abstract
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 [...] Read more.
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. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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10 pages, 834 KiB  
Article
Sweat Chloride Testing and Nasal Potential Difference (NPD) Are Primary Outcome Parameters in Treatment with Cystic Fibrosis Transmembrane Conductance Regulator (CFTR) Modulators
by Isabelle Sermet-Gaudelus, Thao Nguyen-Khoa, Aurélie Hatton, Kate Hayes and Iwona Pranke
J. Pers. Med. 2021, 11(8), 729; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11080729 - 27 Jul 2021
Cited by 12 | Viewed by 2388
Abstract
With the advent of CFTR modulators, surrogate outcome parameters that accurately quantify the improvement in CFTR activity are needed. In vivo biomarkers that reflect CFTR ion transport and can serve as outcomes in the treatment of CFTR modulators are the sweat Cl [...] Read more.
With the advent of CFTR modulators, surrogate outcome parameters that accurately quantify the improvement in CFTR activity are needed. In vivo biomarkers that reflect CFTR ion transport and can serve as outcomes in the treatment of CFTR modulators are the sweat Cl test (SCT), the nasal potential difference (NPD) measurement or the intestinal current measurement (ICM). This review focus on the SCT and NPD. The SCT displays a low intra-patient variability in contrast to the NPD. It has been used extensively as a biomarker of CFTR function in clinical trials of CFTR modulator therapies and provides evidence for change in the short term. The level of functional rescue in the NPD increases up to 40% of normal CFTR in patients with a Gly551Asp treated with ivacaftor monotherapy, while in F508del homozygous patients treated with ivacaftor-lumacaftor, activity increased on average up to ~20% of normal activity. While both tests provide evidence of the effect on CFTR activity, they cannot be used at an individual level to predict the response to any CFTR modulators. Nevertheless, their rapid modification, reflecting electrophysiological properties, highlight their potential use in proof-of-concept studies for CFTR modulators. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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14 pages, 2091 KiB  
Article
A Precision Medicine Approach to Optimize Modulator Therapy for Rare CFTR Folding Mutants
by Guido Veit, Tony Velkov, Haijin Xu, Nathalie Vadeboncoeur, Lara Bilodeau, Elias Matouk and Gergely L. Lukacs
J. Pers. Med. 2021, 11(7), 643; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11070643 - 07 Jul 2021
Cited by 15 | Viewed by 2923
Abstract
Trikafta, a triple-combination drug, consisting of folding correctors VX-661 (tezacaftor), VX-445 (elexacaftor) and the gating potentiator VX-770 (ivacaftor) provided unprecedented clinical benefits for patients with the most common cystic fibrosis (CF) mutation, F508del. Trikafta indications were recently expanded to additional 177 mutations in [...] Read more.
Trikafta, a triple-combination drug, consisting of folding correctors VX-661 (tezacaftor), VX-445 (elexacaftor) and the gating potentiator VX-770 (ivacaftor) provided unprecedented clinical benefits for patients with the most common cystic fibrosis (CF) mutation, F508del. Trikafta indications were recently expanded to additional 177 mutations in the CF transmembrane conductance regulator (CFTR). To minimize life-long pharmacological and financial burden of drug administration, if possible, we determined the necessary and sufficient modulator combination that can achieve maximal benefit in preclinical setting for selected mutants. To this end, the biochemical and functional rescue of single corrector-responsive rare mutants were investigated in a bronchial epithelial cell line and patient-derived human primary nasal epithelia (HNE), respectively. The plasma membrane density of P67L-, L206W- or S549R-CFTR corrected by VX-661 or other type I correctors was moderately increased by VX-445. Short-circuit current measurements of HNE, however, uncovered that correction comparable to Trikafta was achieved for S549R-CFTR by VX-661 + VX-770 and for P67L- and L206W-CFTR by the VX-661 + VX-445 combination. Thus, introduction of a third modulator may not provide additional benefit for patients with a subset of rare CFTR missense mutations. These results also underscore that HNE, as a precision medicine model, enable the optimization of mutation-specific modulator combinations to maximize their efficacy and minimize life-long drug exposure of CF patients. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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13 pages, 1604 KiB  
Article
Personalized Medicine Based on Nasal Epithelial Cells: Comparative Studies with Rectal Biopsies and Intestinal Organoids
by Iris A. L. Silva, Violeta Railean, Aires Duarte and Margarida D. Amaral
J. Pers. Med. 2021, 11(5), 421; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11050421 - 16 May 2021
Cited by 18 | Viewed by 2766
Abstract
As highly effective CFTR modulator therapies (HEMT) emerge, there is an unmet need to find effective drugs for people with CF (PwCF) with ultra-rare mutations who are too few for classical clinical trials and for whom there are no drug discovery programs. Therefore, [...] Read more.
As highly effective CFTR modulator therapies (HEMT) emerge, there is an unmet need to find effective drugs for people with CF (PwCF) with ultra-rare mutations who are too few for classical clinical trials and for whom there are no drug discovery programs. Therefore, biomarkers reliably predicting the benefit from CFTR modulator therapies are essential to find effective drugs for PwCF through personalized approaches termed theranostics. Here, we assess CFTR basal function and the individual responses to CFTR modulators in primary human nasal epithelial (pHNE) cells from PwCF carrying rare mutations and compare these measurements with those in native rectal biopsies and intestinal organoids, respectively, in the same individual. The basal function in pHNEs shows good correlation with CFTR basal function in rectal biopsies. In parallel, CFTR rescue in pHNEs by CFTR modulators correlates to that in intestinal organoids. Altogether, results show that pHNEs are a bona fide theranostic model to assess CFTR rescue by CFTR modulator drugs, in particular for PwCF and rare mutations. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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9 pages, 1492 KiB  
Article
Individual and Group Response of Treatment with Ivacaftor on Airway and Gut Microbiota in People with CF and a S1251N Mutation
by Maartje I. Kristensen, Karin M. de Winter-de Groot, Gitte Berkers, Mei Ling J. N. Chu, Kayleigh Arp, Sophie Ghijsen, Harry G. M. Heijerman, Hubertus G. M. Arets, Christof J. Majoor, Hettie M. Janssens, Renske van der Meer, Debby Bogaert and Cornelis K. van der Ent
J. Pers. Med. 2021, 11(5), 350; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11050350 - 27 Apr 2021
Cited by 11 | Viewed by 1822
Abstract
Ivacaftor has been shown to restore the functionality of the S1251N (also known as c.3752G>A) mutated CFTR, which may cause alterations in both airway and gut physiology and micro-environment, resulting in a change of microbiota in these organs. The aim of the present [...] Read more.
Ivacaftor has been shown to restore the functionality of the S1251N (also known as c.3752G>A) mutated CFTR, which may cause alterations in both airway and gut physiology and micro-environment, resulting in a change of microbiota in these organs. The aim of the present study was to analyze the effects of ivacaftor on the microbial community composition of both airway and gut in subjects with CF carrying one S1251N mutation, using a 16S rRNA gene-based sequencing approach. In 16 subjects with CF, repetitive samples from airways and gut were collected just before, and 2 months after, and, for 8 patients, also 9 and 12 months after, start of ivacaftor. 16S rRNA based sequencing identified 344 operational taxonomical units (OTUs) in a total of 139 samples (35 nasopharyngeal, 39 oropharyngeal, 29 sputum, and 36 fecal samples). Ivacaftor significantly enhanced bacterial diversity and overall microbiota composition in the gut (p < 0.01). There were no significant changes in the overall microbial composition and alpha diversity in upper and lower airways of these patients after ivacaftor treatment. Treatment with ivacaftor induces changes in gut microbiota whereas airway microbiota do not change significantly over time. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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Review

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7 pages, 223 KiB  
Review
Management of Individual Patient Expectations When Starting with Highly Effective CFTR Modulators
by Bente L. Aalbers, Inez Bronsveld, Regina W. Hofland and Harry G. M. Heijerman
J. Pers. Med. 2021, 11(8), 811; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11080811 - 19 Aug 2021
Cited by 1 | Viewed by 1786
Abstract
Highly effective CFTR modulators such as elexacaftor/tezacaftor/ivacaftor (ELE/TEZ/IVA will become available for an increasing number of people with cystic fibrosis (pwCF) in the near future. Before the start of this therapy, many questions may arise concerning the expected effects. We assembled the currently [...] Read more.
Highly effective CFTR modulators such as elexacaftor/tezacaftor/ivacaftor (ELE/TEZ/IVA will become available for an increasing number of people with cystic fibrosis (pwCF) in the near future. Before the start of this therapy, many questions may arise concerning the expected effects. We assembled the currently available data from the literature about ELE/TEZ/IVA that focused on commonly asked questions from patients. Overall, the literature so far presents a very hopeful prospect of effects, not only on lung function, but also on nutritional status, sinonasal symptoms and quality of life. The effects in patients with pwCF with severe lung damage are also favorable. Treatment is generally well tolerated. In some cases, patient-derived cell models can help in predicting the effects for individual patients. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
12 pages, 240 KiB  
Review
CFTR Modulators: Does One Dose Fit All?
by Renske van der Meer, Erik B. Wilms and Harry G.M. Heijerman
J. Pers. Med. 2021, 11(6), 458; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11060458 - 24 May 2021
Cited by 13 | Viewed by 2699
Abstract
For many people with cystic fibrosis (pwCF), CFTR modulators will be the cornerstone of their treatment. These modulators show robust treatment effects at group level in pwCF with specific mutations. The individual effect however, is variable. In this review we will explain reasons [...] Read more.
For many people with cystic fibrosis (pwCF), CFTR modulators will be the cornerstone of their treatment. These modulators show robust treatment effects at group level in pwCF with specific mutations. The individual effect however, is variable. In this review we will explain reasons for reconsideration of dosing regimens of CFTR modulating therapy in order to improve treatment response and prevent side effects. Since the effect of a drug depends on pharmacodynamics and pharmacokinetics, pharmacodynamics and pharmacokinetic properties of CFTR modulators will be discussed. Pharmacokinetic-pharmacodynamic relationships will be used to gain insight in dosage response and exposure response relationships. To understand the cause of variation in drug exposure, pharmacokinetic properties that may change due to CF disease will be explained. We show that with current insight, there are conceivable situations that give reason for reconsideration of dosing regimens, however many questions need to be unravelled. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
11 pages, 1150 KiB  
Review
Fertility, Pregnancy and Lactation Considerations for Women with CF in the CFTR Modulator Era
by Raksha Jain and Jennifer L. Taylor-Cousar
J. Pers. Med. 2021, 11(5), 418; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11050418 - 15 May 2021
Cited by 20 | Viewed by 4291
Abstract
Cystic fibrosis (CF) is an autosomal recessive genetic disorder impacting approximately 80,000 people of all races and ethnicities world-wide. CF is caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene which encodes a protein of the same name. Protein dysfunction [...] Read more.
Cystic fibrosis (CF) is an autosomal recessive genetic disorder impacting approximately 80,000 people of all races and ethnicities world-wide. CF is caused by mutations in the cystic fibrosis transmembrane conductance regulator (CFTR) gene which encodes a protein of the same name. Protein dysfunction results in abnormal chloride and bicarbonate transport in mucus membranes, including those in the respiratory, gastrointestinal and reproductive tracts. Abnormal anion transport causes viscous secretions at the site of involvement. The majority of people with CF succumb to respiratory failure following recurrent cycles of infection and inflammation in the airways. Historically, providers treated the signs and symptoms of CF, but since 2012, have been able to impact the basic defect for the subset of people with CF who have mutations that respond to the new class of drugs, CFTR protein modulators. With the improved health and longevity afforded by CFTR modulators, more women are interested in parenthood and are becoming pregnant. Furthermore, this class of drugs likely increases fertility in women with CF. However, the safety of CFTR modulators in pregnancy and lactation is only beginning to be established. We summarize available data on the impact of CFTR modulators on fertility, pregnancy and lactation in women with CF. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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11 pages, 483 KiB  
Review
Potential of Intestinal Current Measurement for Personalized Treatment of Patients with Cystic Fibrosis
by Simon Y. Graeber, Constanze Vitzthum and Marcus A. Mall
J. Pers. Med. 2021, 11(5), 384; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11050384 - 08 May 2021
Cited by 10 | Viewed by 2448
Abstract
Refinement of personalized treatment of cystic fibrosis (CF) with emerging medicines targeting the CF basic defect will likely benefit from biomarkers sensitive to detect improvement of cystic fibrosis transmembrane conductance regulator (CFTR) function in individual patients. Intestinal current measurement (ICM) is a technique [...] Read more.
Refinement of personalized treatment of cystic fibrosis (CF) with emerging medicines targeting the CF basic defect will likely benefit from biomarkers sensitive to detect improvement of cystic fibrosis transmembrane conductance regulator (CFTR) function in individual patients. Intestinal current measurement (ICM) is a technique that enables quantitative assessment of CFTR chloride channel function in rectal tissues or other intestinal epithelia. ICM was originally developed to study the CF ion transport defect in the intestine and has been established as a sensitive biomarker of CFTR function and diagnostic test for CF. With the emergence of CFTR-directed therapeutics, ICM has become an important tool to estimate the level of rescue of CFTR function achieved by approved CFTR modulators, both at the level of CFTR genotype groups, as well as individual patients with CF. In combination with preclinical patient-derived cell culture models, ICM may aid the development of targeted therapies for patients with rare CFTR mutations. Here, we review the principles of ICM and examine how this CFTR biomarker may be used to support diagnostic testing and enhance personalized medicine for individual patients with common as well as rare CFTR mutations in the new era of medicines targeting the underlying cause of CF. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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12 pages, 874 KiB  
Review
The Equitable Implementation of Cystic Fibrosis Personalized Medicines in Canada
by Genevieve Shemie, Minh Thu Nguyen, John Wallenburg, Felix Ratjen and Bartha Maria Knoppers
J. Pers. Med. 2021, 11(5), 382; https://0-doi-org.brum.beds.ac.uk/10.3390/jpm11050382 - 07 May 2021
Cited by 4 | Viewed by 3384
Abstract
This article identifies the potential sources of inequity in three stages of integrating cystic fibrosis personalized medicines into the Canadian healthcare system and proposes mitigating strategies: (1) clinical research and diagnostic testing; (2) regulatory oversight and market authorization; and (3) implementation into the [...] Read more.
This article identifies the potential sources of inequity in three stages of integrating cystic fibrosis personalized medicines into the Canadian healthcare system and proposes mitigating strategies: (1) clinical research and diagnostic testing; (2) regulatory oversight and market authorization; and (3) implementation into the healthcare system. There is concern that differential access will cast a dark shadow over personalized medicine by stratifying the care that groups of patients will receive—not only based on their genetic profiles, but also on the basis of their socioeconomic status. Furthermore, there is a need to re-evaluate regulatory and market approval mechanisms to accommodate the unique nature of personalized medicines. Physical and financial accessibility ought to be remedied before personalized medicines can be equitably delivered to patients. This article identifies the socio–ethical and legal challenges at each stage and recommends mitigating policy solutions. Full article
(This article belongs to the Special Issue Cystic Fibrosis and Personalized Medicine)
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