Abstract
More than 50% of patients with primary familial brain calcification (PFBC), a rare neurological disorder, remain genetically unexplained. While some causative genes are yet to be identified, variants in non-coding regions of known genes may represent a source of missed diagnoses. We hypothesized that 5ʹ-Untranslated Region (UTR) variants introducing an AUG codon may initiate mRNA translation and result in a loss of function in some of the PFBC genes. After reannotation of exome sequencing data of 113 unrelated PFBC probands, we identified two upstream AUG-introducing variants in the 5’UTR of PDGFB. One, NM_002608.4:c.-373C>G, segregated with PFBC in the family. It was predicted to create an upstream open reading frame (ORF). The other one, NM_002608.4:c.-318C>T, was found in a simplex case. It was predicted to result in an ORF overlapping the natural ORF with a frameshift. In a GFP reporter assay, both variants were associated with a dramatic decrease in GFP levels, and, after restoring the reading frame with the GFP sequence, the c.-318C>T variant was associated with a strong initiation of translation as measured by western blotting. Overall, we found upstream AUG-introducing variants in the 5’UTR of PDGFB in 2/113 (1.7%) undiagnosed PFBC cases. Such variants thus represent a source of putative pathogenic variants.
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References
Grangeon L, Wallon D, Charbonnier C, Quenez O, Richard AC, Rousseau S, et al. Biallelic MYORG mutation carriers exhibit primary brain calcification with a distinct phenotype. Brain: A J Neurol 2019;142:1573–86.
Balck A, Schaake S, Kuhnke NS, Domingo A, Madoev H, Margolesky J, et al. Genotype-phenotype relations in primary familial brain calcification: systematic MDSGene Review. Mov Disord. 2021;36:2468–80.
Wang C, Li Y, Shi L, Ren J, Patti M, Wang T, et al. Mutations in SLC20A2 link familial idiopathic basal ganglia calcification with phosphate homeostasis. Nat Genet. 2012;44:254–6.
Nicolas G, Pottier C, Maltete D, Coutant S, Rovelet-Lecrux A, Legallic S, et al. Mutation of the PDGFRB gene as a cause of idiopathic basal ganglia calcification. Neurology. 2013;80:181–7.
Keller A, Westenberger A, Sobrido MJ, Garcia-Murias M, Domingo A, Sears RL, et al. Mutations in the gene encoding PDGF-B cause brain calcifications in humans and mice. Nat Genet. 2013;45:1077–82.
Legati A, Giovannini D, Nicolas G, Lopez-Sanchez U, Quintans B, Oliveira JR, et al. Mutations in XPR1 cause primary familial brain calcification associated with altered phosphate export. Nat Genet. 2015;47:579–81.
Yao XP, Cheng X, Wang C, Zhao M, Guo XX, Su HZ, et al. Biallelic mutations in MYORG cause autosomal recessive primary familial brain calcification. Neuron 2018;98:1116–23.e5.
Cen Z, Chen Y, Chen S, Wang H, Yang D, Zhang H, et al. Biallelic loss-of-function mutations in JAM2 cause primary familial brain calcification. Brain: A J Neurol 2020;143:491–502.
Schottlaender LV, Abeti R, Jaunmuktane Z, Macmillan C, Chelban V, O’Callaghan B, et al. Bi-allelic JAM2 variants lead to early-onset recessive primary familial brain calcification. Am J Hum Genet, 2020;106:412–21.
Ramos EM, Oliveira J, Sobrido MJ, Coppola G. Primary familial brain calcification. In: Adam MP, Mirzaa GM, Pagon RA, Wallace SE, Bean LJH, Gripp KW, et al., editors. GeneReviews((R)). Seattle (WA) 1993.
Zhao M, Su HZ, Zeng YH, Sun Y, Guo XX, Li YL, et al. Loss of function of CMPK2 causes mitochondria deficiency and brain calcification. Cell Discov. 2022;8:128.
Nicolas G, Rovelet-Lecrux A, Pottier C, Martinaud O, Wallon D, Vernier L, et al. PDGFB partial deletion: a new, rare mechanism causing brain calcification with leukoencephalopathy. J Mol Neurosci. 2014;53:171–5.
David S, Ferreira J, Quenez O, Rovelet-Lecrux A, Richard AC, Verin M, et al. Identification of partial SLC20A2 deletions in primary brain calcification using whole-exome sequencing. Eur J Hum Genet. 2016;24:1630–4.
Anheim M, Lopez-Sanchez U, Giovannini D, Richard AC, Touhami J, N’Guyen L, et al. XPR1 mutations are a rare cause of primary familial brain calcification. J Neurol. 2016;263:1559–64.
Lopez-Sanchez U, Nicolas G, Richard AC, Maltete D, Charif M, Ayrignac X, et al. Characterization of XPR1/SLC53A1 variants located outside of the SPX domain in patients with primary familial brain calcification. Sci Rep. 2019;9:6776.
Lenglez S, Sablon A, Fenelon G, Boland A, Deleuze JF, Boutoleau-Bretonniere C, et al. Distinct functional classes of PDGFRB pathogenic variants in primary familial brain calcification. Hum Mol Genet. 2022;31:399–409.
Vanlandewijck M, Lebouvier T, Andaloussi Mae M, Nahar K, Hornemann S, Kenkel D, et al. Functional characterization of germline mutations in PDGFB and PDGFRB in primary familial brain calcification. PloS One. 2015;10:e0143407.
Barbosa C, Peixeiro I, Romao L. Gene expression regulation by upstream open reading frames and human disease. PLoS Genet. 2013;9:e1003529.
Whiffin N, Karczewski KJ, Zhang X, Chothani S, Smith MJ, Evans DG, et al. Characterising the loss-of-function impact of 5’ untranslated region variants in 15,708 individuals. Nat Commun. 2020;11:2523.
Kute PM, Soukarieh O, Tjeldnes H, Tregouet DA, Valen E. Small open reading frames, how to find them and determine their function. Front Genet. 2021;12:796060.
Nicolas G, Pottier C, Charbonnier C, Guyant-Marechal L, Le Ber I, Pariente J, et al. Phenotypic spectrum of probable and genetically-confirmed idiopathic basal ganglia calcification. Brain: A J Neurol 2013;136:3395–407.
Cassinari K, Rovelet-Lecrux A, Tury S, Quenez O, Richard AC, Charbonnier C, et al. Haploinsufficiency of the primary familial brain calcification gene SLC20A2 mediated by disruption of a regulatory element. Mov Disord. 2020;35:1336–45.
Zhang X, Wakeling M, Ware J, Whiffin N. Annotating high-impact 5’untranslated region variants with the UTRannotator. Bioinformatics. 2021;37:1171–3.
Pedersen AG, Nielsen H. Neural network prediction of translation initiation sites in eukaryotes: perspectives for EST and genome analysis. Proc Int Conf Intell Syst Mol Biol. 1997;5:226–33.
Salamov AA, Nishikawa T, Swindells MB. Assessing protein coding region integrity in cDNA sequencing projects. Bioinformatics. 1998;14:384–90.
Coursimault J, Rovelet-Lecrux A, Cassinari K, Brischoux-Boucher E, Saugier-Veber P, Goldenberg A, et al. uORF-introducing variants in the 5’UTR of the NIPBL gene as a cause of Cornelia de Lange syndrome. Hum Mutat. 2022;43:1239–48.
Richards S, Aziz N, Bale S, Bick D, Das S, Gastier-Foster J, et al. Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Genet Med. 2015;17:405–24.
Ellingford JM, Ahn JW, Bagnall RD, Baralle D, Barton S, Campbell C, et al. Recommendations for clinical interpretation of variants found in non-coding regions of the genome. Genome Med. 2022;14:73.
Pasanen P, Makinen J, Myllykangas L, Guerreiro R, Bras J, Valori M, et al. Primary familial brain calcification linked to deletion of 5’ noncoding region of SLC20A2. Acta Neurologica Scand. 2017;136:59–63.
Ramos EM, Carecchio M, Lemos R, Ferreira J, Legati A, Sears RL, et al. Primary brain calcification: an international study reporting novel variants and associated phenotypes. Eur J Hum Genet. 2018;26:1462–77.
Wright CF, Quaife NM, Ramos-Hernandez L, Danecek P, Ferla MP, Samocha KE, et al. Non-coding region variants upstream of MEF2C cause severe developmental disorder through three distinct loss-of-function mechanisms. Am J Hum Genet. 2021;108:1083–94.
Acknowledgements
We are grateful to the patients and their families.
Funding
We thank SFN and JNLF for A.B. research fellowship. This study was supported by grants from the French National Research Agency (CALCIPHOS, ANR-17-CE14-0008 to GN) and from Conseil Régional de Haute Normandie—APERC 2014 no. 2014-19 in the context of Appel d’Offres Jeunes Chercheurs (CHU de Rouen to GN). This study was cosupported by European Union and Région Normandie, more specifically in the context of the Recherche Innovation Normandie (RIN 2018 to GN). Europe gets involved in Normandie with the European Regional Development Fund.The CEA-CNRGH sequencing platform was supported by the France Génomique National infrastructure, funded as part of the « Investissements d’Avenir » program managed by the Agence Nationale pour la Recherche (contract ANR-10-INBS-09).
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Study design and study supervision: GN, ML. Data acquisition and data analysis: all authors. Drafting the manuscript: GN, ARL, ML.
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This study was approved by the CERDE ethics committee of the Rouen University Hospital (E2023-40) and has therefore been performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments.
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Rovelet-Lecrux, A., Bonnevalle, A., Quenez, O. et al. Upstream open reading frame-introducing variants in patients with primary familial brain calcification. Eur J Hum Genet 32, 779–785 (2024). https://doi.org/10.1038/s41431-024-01580-4
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DOI: https://doi.org/10.1038/s41431-024-01580-4
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