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Identification of a robust DNA methylation signature for Fanconi anemia.

Authors :
Pagliara, Daria
Ciolfi, Andrea
Pedace, Lucia
Haghshenas, Sadegheh
Ferilli, Marco
Levy, Michael A.
Miele, Evelina
Nardini, Claudia
Cappelletti, Camilla
Relator, Raissa
Pitisci, Angela
De Vito, Rita
Pizzi, Simone
Kerkhof, Jennifer
McConkey, Haley
Nazio, Francesca
Kant, Sarina G.
Di Donato, Maddalena
Agolini, Emanuele
Matraxia, Marta
Source :
American Journal of Human Genetics. Nov2023, Vol. 110 Issue 11, p1938-1949. 12p.
Publication Year :
2023

Abstract

Fanconi anemia (FA) is a clinically variable and genetically heterogeneous cancer-predisposing disorder representing the most common bone marrow failure syndrome. It is caused by inactivating predominantly biallelic mutations involving >20 genes encoding proteins with roles in the FA/BRCA DNA repair pathway. Molecular diagnosis of FA is challenging due to the wide spectrum of the contributing gene mutations and structural rearrangements. The assessment of chromosomal fragility after exposure to DNA cross-linking agents is generally required to definitively confirm diagnosis. We assessed peripheral blood genome-wide DNA methylation (DNAm) profiles in 25 subjects with molecularly confirmed clinical diagnosis of FA (FANCA complementation group) using Illumina's Infinium EPIC array. We identified 82 differentially methylated CpG sites that allow to distinguish subjects with FA from healthy individuals and subjects with other genetic disorders, defining an FA-specific DNAm signature. The episignature was validated using a second cohort of subjects with FA involving different complementation groups, documenting broader genetic sensitivity and demonstrating its specificity using the EpiSign Knowledge Database. The episignature properly classified DNA samples obtained from bone marrow aspirates, demonstrating robustness. Using the selected probes, we trained a machine-learning model able to classify EPIC DNAm profiles in molecularly unsolved cases. Finally, we show that the generated episignature includes CpG sites that do not undergo functional selective pressure, allowing diagnosis of FA in individuals with reverted phenotype due to gene conversion. These findings provide a tool to accelerate diagnostic testing in FA and broaden the clinical utility of DNAm profiling in the diagnostic setting. [Display omitted] Fanconi anemia (FA) is the most common bone marrow failure syndrome. Molecular diagnosis is challenging due to its genetic heterogeneity and wide mutation spectrum. We identify an FA-specific DNA methylation signature that aids in classification of variants and establishing/refuting a clinical diagnosis in molecularly uninformative and revertant cases. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00029297
Volume :
110
Issue :
11
Database :
Academic Search Index
Journal :
American Journal of Human Genetics
Publication Type :
Academic Journal
Accession number :
173317234
Full Text :
https://doi.org/10.1016/j.ajhg.2023.09.014