BMC GenomicsSystems BiologyPeer-reviewed journal article
From CFTR to a CF signalling network: a systems biology approach to study Cystic fibrosis
Matthieu NajmiD, Loredana MartignettiiD, Matthieu CornetiD, Mairead KellyiD, Isabelle Sermet‐GaudelusiD, Laurence CalzoneiD, Véronique StoveniD
Abstract
BackgroundCystic Fibrosis (CF) is a monogenic disease caused by mutations in the gene coding the Cystic Fibrosis Transmembrane Regulator (CFTR) protein, but its overall physio-pathology cannot be solely explained by the loss of the CFTR chloride channel function. Indeed, CFTR belongs to a yet not fully deciphered network of proteins participating in various signalling pathways. MethodsWe propose a systems biology approach to study how the absence of the CFTR protein at the membrane leads to perturbation of these pathways, resulting in a panel of deleterious CF cellular phenotypes. ResultsBased on publicly available transcriptomic datasets, we built and analyzed a CF network that recapitulates signalling dysregulations. The CF network topology and its resulting phenotype was found to be consistent with CF pathology. ConclusionAnalysis of the network topology highlighted a few proteins that may initiate the propagation of dysregulations, those that trigger CF cellular phenotypes, and suggested several candidate therapeutic targets. Although our research is focused on CF, the global approach proposed in the present paper could also be followed to study other rare monogenic diseases.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 6
- FWCI
- 1.73
- Field percentile
- top 15%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- CFTR-mediated monocyte-macrophage dysfunction revealed by cystic fibrosis proband-parent comparisons
Xi Zhang, Camille M. Moore, … Hara Levy·JCI InsightPeer-reviewed·Mar 21, 2022
- A molecular atlas of proximal airway identifies subsets of known airway cell types revealing details of the unique molecular pathogenesis of Cystic Fibrosis
G. Carraro, J. Langerman, … B. N. Gomperts·Nature MedicinePeer-reviewed·May 6, 2021
- Identification of Key Genes and Underlying Mechanisms in Cystic fibrosis and its Associated Complications Based on Bioinformatics Analysis of Next Generation Sequencing Data Analysis
Basavaraj Mallikarjunayya Vastrad, Chanabasayya Mallikarjunayya Vastrad·bioRxiv·Nov 21, 2022
- Reprogramming the cells secretory machinery: A cystic fibrosis rescue
W. J. Cho, B. P. Jena·bioRxiv·Dec 9, 2023
- Porosome reconstitution therapy: A biologic rescue from cystic fibrosis
Cho Won Jin, Ha Vo, … Bhanu P. Jena·bioRxiv·Sep 11, 2024
- CFTR function in nasal airway cells from symptomatic and asymptomatic CF heterozygotes
A. Pion, Alyssa Chang, … Garry Cutting·bioRxiv·Jun 18, 2026