Integrating Genomic And Functional Testing To Improve Cftr Modulator Response Prediction In Children With Cystic Fibrosis
Fawcett, L. K.; Chew, Z. A.; Schneider-Futschik, E. K.; Allan, K. M.; Patel, H. R.; Jaffe, A.; Waters, S. A.
Show abstract
BackgroundCFTR modulators have transformed cystic fibrosis (CF) treatment, but individual responses vary even among patients with identical CFTR genotypes. This underscores the need for predictive biomarkers to optimize therapeutic selection. MethodsWe evaluated 24 paediatric patients homozygous for F508del-CFTR, assessing lung function (FEV1pp) and sweat chloride (SC) before and after CFTR modulator therapy. Whole-gene sequencing was utilised to identify CFTR and pharmacogene variants. Patient-derived human nasal epithelial cells (HNECs) were expanded and differentiated at the air-liquid interface to assess CFTR function via ion transport ({Delta}Isc). ResultsClinical responses varied widely. Twelve participants changed modulators during the study. Sequencing identified 231 additional CFTR variants and pharmacogene polymorphisms, but none correlated with response variability. However, a significant linear relationship emerged between {Delta}Isc and FEV1pp improvement in patients with baseline FEV1pp <90 (R{superscript 2} = 0.651, p = 0.001) and SC reduction (R{superscript 2} = 0.535, p = 0.004). Receiver operating characteristic (ROC) analysis demonstrated high predictive accuracy for SC reduction (AUC = 0.88) and combined FEV1pp/SC response in patients with baseline FEV1pp <90 (AUC = 1.00). Exploratory analysis confirmed that {Delta}Isc predicts FEV1pp changes, modulated by baseline lung function and CFTR modulator type. ConclusionPatient-derived differentiated HNEC cultures serve as a robust predictive tool for CFTR modulator response in paediatric CF patients. Their integration into clinical practice can enhance personalised treatment strategies, minimising ineffective therapy use and improving CF patient outcomes with precision medicine. What is already known on this topicO_LICFTR modulators significantly improve clinical outcomes in people with cystic fibrosis (CF), yet individual responses vary, even among those with identical CFTR genotypes. C_LIO_LIPatient-derived human nasal epithelial cell (HNEC) models have emerged as promising tools to predict CFTR modulator response. However, existing studies have primarily focused on adult and adolescent populations, leaving a gap in personalised treatment strategies for younger children with CF. C_LIO_LIThe relationship between CFTR sequence variations, pharmacogene heterogeneity, and modulator response in paediatric patients has not been extensively explored. C_LI What this study addsO_LIThis study demonstrates a strong correlation between in vitro CFTR function ({Delta}Isc) and clinical improvements in FEV1pp and sweat chloride in children and adolescents with CF. C_LIO_LIWhole-gene sequencing identified 231 additional CFTR variants, yet none were associated with CFTR modulator response, suggesting that genotype alone does not fully explain treatment variability. C_LIO_LIWhile some trends between pharmacogene activity and treatment response were observed, no strong evidence supports pharmacogene profiling as a standalone predictor of CFTR modulator efficacy in paediatric patients. C_LIO_LIDifferentiated-HNEC cultures consistently predicted clinical response across multiple CFTR modulator regimens, reinforcing their value for preclinical drug screening. C_LI How this study might affect research, practice, or policyO_LIOur findings support the integration of differentiated-HNEC models into clinical practice to personalise CFTR modulator selection, reducing ineffective treatments and improving patient outcomes. C_LIO_LIThe study underscores the need for additional clinical endpoints beyond FEV1pp to assess respiratory function in individuals with preserved lung function (FEV1pp > 90%). C_LI
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- FDA-Approved Drug Screening in Patient-Derived Organoids Demonstrates Potential of Drug Repurposing for Rare Cystic Fibrosis Genotypes 96%
- Antisense oligonucleotide-based drug development for Cystic Fibrosis patients carrying the 3849+10kb C-to-T splicing mutation 93%
- Reduction in abdominal symptoms (CFAbd-Score), faecal M2-pyruvate-kinase and Calprotectin over one year of treatment with Elexacaftor-Tezacaftor-Ivacaftor in people with CF aged ≥12 years – The RECOVER study 93%
Similar papers in this journal
Similar papers in this journal
- Direct therapeutic effect of sulfadoxine-pyrimethamine on nutritional deficiency-induced enteric dysfunction in a human intestine chip 89%
- Loss-of-function variants in the KCNQ5 gene are associated with genetic generalized epilepsies 89%
- Randomised Controlled Trial of Intravenous Nafamostat Mesylate in COVID pneumonitis: Phase 1b/2a Experimental Study to Investigate Safety, Pharmacokinetics and Pharmacodynamics 89%
Similar papers in this journal
- CFTR -mediated monocyte-macrophage dysfunction revealed by cystic fibrosis proband- parent comparisons 92%
- Lack of Kcnn4 improves mucociliary clearance in muco-obstructive lung disease. 91%
- Base editing and nanoparticle transfection of airway cell types essential for treatment of cystic fibrosis 90%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.