Cargando…
Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development
In clinical routine, the diagnosis of cystic fibrosis (CF) is still challenging regardless of international consensus on diagnosis guidelines and tests. For decades, the classical Gibson and Cooke test measuring sweat chloride concentration has been a keystone, yet, it may provide normal or equivoca...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367602/ https://www.ncbi.nlm.nih.gov/pubmed/35954202 http://dx.doi.org/10.3390/cells11152358 |
_version_ | 1784765858558509056 |
---|---|
author | Burat, Bastien Reynaerts, Audrey Baiwir, Dominique Fléron, Maximilien Gohy, Sophie Eppe, Gauthier Leal, Teresinha Mazzucchelli, Gabriel |
author_facet | Burat, Bastien Reynaerts, Audrey Baiwir, Dominique Fléron, Maximilien Gohy, Sophie Eppe, Gauthier Leal, Teresinha Mazzucchelli, Gabriel |
author_sort | Burat, Bastien |
collection | PubMed |
description | In clinical routine, the diagnosis of cystic fibrosis (CF) is still challenging regardless of international consensus on diagnosis guidelines and tests. For decades, the classical Gibson and Cooke test measuring sweat chloride concentration has been a keystone, yet, it may provide normal or equivocal results. As of now, despite the combination of sweat testing, CFTR genotyping, and CFTR functional testing, a small fraction (1–2%) of inconclusive diagnoses are reported and justifies the search for new CF biomarkers. More importantly, in the context of precision medicine, with a view to early diagnosis, better prognosis, appropriate clinical follow-up, and new therapeutic development, discovering companion biomarkers of CF severity and phenotypic rescue are of utmost interest. To date, previous sweat proteomic studies have already documented disease-specific variations of sweat proteins (e.g., in schizophrenia and tuberculosis). In the current study, sweat samples from 28 healthy control subjects and 14 patients with CF were analyzed by nanoUHPLC-Q-Orbitrap-based shotgun proteomics, to look for CF-associated changes in sweat protein composition and abundance. A total of 1057 proteins were identified and quantified at an individual level, by a shotgun label-free approach. Notwithstanding similar proteome composition, enrichment, and functional annotations, control and CF samples featured distinct quantitative proteome profiles significantly correlated with CF, accounting for the respective inter-individual variabilities of control and CF sweat. All in all: (i) 402 sweat proteins were differentially abundant between controls and patients with CF, (ii) 68 proteins varied in abundance between F508del homozygous patients and patients with another genotype, (iii) 71 proteins were differentially abundant according to the pancreatic function, and iv) 54 proteins changed in abundance depending on the lung function. The functional annotation of pathophysiological biomarkers highlighted eccrine gland cell perturbations in: (i) protein biosynthesis and trafficking, (ii) CFTR proteostasis and membrane stability, and (iii) cell-cell adherence, membrane integrity, and cytoskeleton crosstalk. Cytoskeleton-related biomarkers were of utmost interest because of the consistency between variations observed here in CF sweat and variations previously documented in other CF tissues. From a clinical stance, nine candidate biomarkers of CF diagnosis (CUTA, ARG1, EZR, AGA, FLNA, MAN1A1, MIA3, LFNG, SIAE) and seven candidate biomarkers of CF severity (ARG1, GPT, MDH2, EML4 (F508del homozygous), MGAT1 (pancreatic insufficiency), IGJ, TOLLIP (lung function impairment)) were deemed suitable for further verification. |
format | Online Article Text |
id | pubmed-9367602 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-93676022022-08-12 Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development Burat, Bastien Reynaerts, Audrey Baiwir, Dominique Fléron, Maximilien Gohy, Sophie Eppe, Gauthier Leal, Teresinha Mazzucchelli, Gabriel Cells Article In clinical routine, the diagnosis of cystic fibrosis (CF) is still challenging regardless of international consensus on diagnosis guidelines and tests. For decades, the classical Gibson and Cooke test measuring sweat chloride concentration has been a keystone, yet, it may provide normal or equivocal results. As of now, despite the combination of sweat testing, CFTR genotyping, and CFTR functional testing, a small fraction (1–2%) of inconclusive diagnoses are reported and justifies the search for new CF biomarkers. More importantly, in the context of precision medicine, with a view to early diagnosis, better prognosis, appropriate clinical follow-up, and new therapeutic development, discovering companion biomarkers of CF severity and phenotypic rescue are of utmost interest. To date, previous sweat proteomic studies have already documented disease-specific variations of sweat proteins (e.g., in schizophrenia and tuberculosis). In the current study, sweat samples from 28 healthy control subjects and 14 patients with CF were analyzed by nanoUHPLC-Q-Orbitrap-based shotgun proteomics, to look for CF-associated changes in sweat protein composition and abundance. A total of 1057 proteins were identified and quantified at an individual level, by a shotgun label-free approach. Notwithstanding similar proteome composition, enrichment, and functional annotations, control and CF samples featured distinct quantitative proteome profiles significantly correlated with CF, accounting for the respective inter-individual variabilities of control and CF sweat. All in all: (i) 402 sweat proteins were differentially abundant between controls and patients with CF, (ii) 68 proteins varied in abundance between F508del homozygous patients and patients with another genotype, (iii) 71 proteins were differentially abundant according to the pancreatic function, and iv) 54 proteins changed in abundance depending on the lung function. The functional annotation of pathophysiological biomarkers highlighted eccrine gland cell perturbations in: (i) protein biosynthesis and trafficking, (ii) CFTR proteostasis and membrane stability, and (iii) cell-cell adherence, membrane integrity, and cytoskeleton crosstalk. Cytoskeleton-related biomarkers were of utmost interest because of the consistency between variations observed here in CF sweat and variations previously documented in other CF tissues. From a clinical stance, nine candidate biomarkers of CF diagnosis (CUTA, ARG1, EZR, AGA, FLNA, MAN1A1, MIA3, LFNG, SIAE) and seven candidate biomarkers of CF severity (ARG1, GPT, MDH2, EML4 (F508del homozygous), MGAT1 (pancreatic insufficiency), IGJ, TOLLIP (lung function impairment)) were deemed suitable for further verification. MDPI 2022-07-31 /pmc/articles/PMC9367602/ /pubmed/35954202 http://dx.doi.org/10.3390/cells11152358 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Burat, Bastien Reynaerts, Audrey Baiwir, Dominique Fléron, Maximilien Gohy, Sophie Eppe, Gauthier Leal, Teresinha Mazzucchelli, Gabriel Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title | Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title_full | Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title_fullStr | Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title_full_unstemmed | Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title_short | Sweat Proteomics in Cystic Fibrosis: Discovering Companion Biomarkers for Precision Medicine and Therapeutic Development |
title_sort | sweat proteomics in cystic fibrosis: discovering companion biomarkers for precision medicine and therapeutic development |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9367602/ https://www.ncbi.nlm.nih.gov/pubmed/35954202 http://dx.doi.org/10.3390/cells11152358 |
work_keys_str_mv | AT buratbastien sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT reynaertsaudrey sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT baiwirdominique sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT fleronmaximilien sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT gohysophie sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT eppegauthier sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT lealteresinha sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment AT mazzucchelligabriel sweatproteomicsincysticfibrosisdiscoveringcompanionbiomarkersforprecisionmedicineandtherapeuticdevelopment |