Systems analyses of the Fabry kidney transcriptome and its response to enzyme replacement therapy identified and cross-validated enzyme replacement therapy-resistant targets amenable to drug repurposing.


Journal

Kidney international
ISSN: 1523-1755
Titre abrégé: Kidney Int
Pays: United States
ID NLM: 0323470

Informations de publication

Date de publication:
10 2023
Historique:
received: 03 06 2022
revised: 19 05 2023
accepted: 22 06 2023
medline: 25 9 2023
pubmed: 8 7 2023
entrez: 7 7 2023
Statut: ppublish

Résumé

Fabry disease is a rare disorder caused by variations in the alpha-galactosidase gene. To a degree, Fabry disease is manageable via enzyme replacement therapy (ERT). By understanding the molecular basis of Fabry nephropathy (FN) and ERT's long-term impact, here we aimed to provide a framework for selection of potential disease biomarkers and drug targets. We obtained biopsies from eight control individuals and two independent FN cohorts comprising 16 individuals taken prior to and after up to ten years of ERT, and performed RNAseq analysis. Combining pathway-centered analyses with network-science allowed computation of transcriptional landscapes from four nephron compartments and their integration with existing proteome and drug-target interactome data. Comparing these transcriptional landscapes revealed high inter-cohort heterogeneity. Kidney compartment transcriptional landscapes comprehensively reflected differences in FN cohort characteristics. With exception of a few aspects, in particular arteries, early ERT in patients with classical Fabry could lastingly revert FN gene expression patterns to closely match that of control individuals. Pathways nonetheless consistently altered in both FN cohorts pre-ERT were mostly in glomeruli and arteries and related to the same biological themes. While keratinization-related processes in glomeruli were sensitive to ERT, a majority of alterations, such as transporter activity and responses to stimuli, remained dysregulated or reemerged despite ERT. Inferring an ERT-resistant genetic module of expressed genes identified 69 drugs for potential repurposing matching the proteins encoded by 12 genes. Thus, we identified and cross-validated ERT-resistant gene product modules that, when leveraged with external data, allowed estimating their suitability as biomarkers to potentially track disease course or treatment efficacy and potential targets for adjunct pharmaceutical treatment.

Identifiants

pubmed: 37419447
pii: S0085-2538(23)00487-8
doi: 10.1016/j.kint.2023.06.029
pii:
doi:

Substances chimiques

alpha-Galactosidase EC 3.2.1.22
Biomarkers 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

803-819

Informations de copyright

Copyright © 2023 International Society of Nephrology. All rights reserved.

Auteurs

Nicolas Delaleu (N)

2cSysBioMed, Contra, Switzerland; Department of Clinical Medicine, University of Bergen, Bergen, Norway.

Hans-Peter Marti (HP)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway.

Philipp Strauss (P)

Department of Clinical Medicine, University of Bergen, Bergen, Norway.

Miroslav Sekulic (M)

Department of Pathology and Cell Biology, Columbia University, New York, New York, USA.

Tarig Osman (T)

Department of Clinical Medicine, University of Bergen, Bergen, Norway.

Camilla Tøndel (C)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Pediatrics, Haukeland University Hospital, Bergen, Norway.

Rannveig Skrunes (R)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway.

Sabine Leh (S)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Pathology, Haukeland University Hospital, Bergen, Norway.

Einar Svarstad (E)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway.

Albina Nowak (A)

Department of Endocrinology and Clinical Nutrition, University Hospital Zurich and University of Zurich, Zurich, Switzerland.

Ariana Gaspert (A)

Department of Pathology and Molecular Pathology, University Hospital Zurich, Zurich, Switzerland.

Elena Rusu (E)

Department of Nephrology, Fundeni Clinical Institute, Bucharest, Romania; Department of Nephrology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.

Ivo Kwee (I)

BigOmics Analytics, Lugano, Switzerland.

Andrea Rinaldi (A)

Institute of Oncology Research, Oncology Institute of Southern Switzerland, Università della Svizzera Italiana, Bellinzona, Switzerland.

Arnar Flatberg (A)

Central Administration, St. Olav's Hospital, Trondheim University Hospital, Trondheim, Norway; Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.

Oystein Eikrem (O)

Department of Clinical Medicine, University of Bergen, Bergen, Norway; Department of Medicine, Haukeland University Hospital, Bergen, Norway. Electronic address: oystein.eikrem@uib.no.

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Classifications MeSH