complex inheritance; digenic inheritance; exome sequencing; primary microcephaly; zebrafish; Animals; Centrosome/metabolism; Databases, Genetic; Humans; Microcephaly/diagnosis; Microcephaly/genetics; Mutation; Open Reading Frames; Phenotype; Signal Transduction; Exome Sequencing; Zebrafish; Genetic Association Studies/methods; Genetic Predisposition to Disease; Inheritance Patterns; Centrosome; Genetic Association Studies; Microcephaly; Whole Exome Sequencing; Genetics; Genetics (clinical)
Abstract :
[en] Primary microcephaly (PM) is characterized by a small head since birth and is vastly heterogeneous both genetically and phenotypically. While most cases are monogenic, genetic interactions between Aspm and Wdr62 have recently been described in a mouse model of PM. Here, we used two complementary, holistic in vivo approaches: high throughput DNA sequencing of multiple PM genes in human patients with PM, and genome-edited zebrafish modeling for the digenic inheritance of PM. Exomes of patients with PM showed a significant burden of variants in 75 PM genes, that persisted after removing monogenic causes of PM (e.g., biallelic pathogenic variants in CEP152). This observation was replicated in an independent cohort of patients with PM, where a PM gene panel showed in addition that the burden was carried by six centrosomal genes. Allelic frequencies were consistent with digenic inheritance. In zebrafish, non-centrosomal gene casc5 -/- produced a severe PM phenotype, that was not modified by centrosomal genes aspm or wdr62 invalidation. A digenic, quadriallelic PM phenotype was produced by aspm and wdr62. Our observations provide strong evidence for digenic inheritance of human PM, involving centrosomal genes. Absence of genetic interaction between casc5 and aspm or wdr62 further delineates centrosomal and non-centrosomal pathways in PM.
Disciplines :
Genetics & genetic processes
Author, co-author :
Duerinckx, Sarah ; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium ; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
JACQUEMIN, VALERIE ; Centre Hospitalier Universitaire de Liège - CHU > > Service de génétique ; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Drunat, Séverine; Department of Genetics, Robert Debré University Hospital, APHP, Paris, France ; INSERM UMR 1141, Université de Paris Diderot, Paris, France
Vial, Yoann ; Department of Genetics, Robert Debré University Hospital, APHP, Paris, France ; INSERM UMR 1141, Université de Paris Diderot, Paris, France
Passemard, Sandrine ; Department of Genetics, Robert Debré University Hospital, APHP, Paris, France ; INSERM UMR 1141, Université de Paris Diderot, Paris, France
Perazzolo, Camille; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Massart, Annick; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Soblet, Julie; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium ; Department of Genetics, ULB Center of Human Genetics, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium ; Department of Genetics, ULB Center of Human Genetics, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles, Brussels, Belgium
Racapé, Judith; Faculty of Medicine, Université Libre de Bruxelles, Brussels, Belgium
Desmyter, Laurence; Department of Genetics, ULB Center of Human Genetics, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
Badoer, Cindy; Department of Genetics, ULB Center of Human Genetics, Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium
Papadimitriou, Sofia; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium ; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium ; Artificial Intelligence Lab, Vrije Universiteit Brussel, Brussels, Belgium
Le Borgne, Yann-Aël; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium
Lefort, Anne; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Libert, Frédérick; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
De Maertelaer, Viviane; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Rooman, Marianne; Computational Biology and Bioinformatics, Université Libre de Bruxelles, Brussels, Belgium
Costagliola, Sabine; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Verloes, Alain; Department of Genetics, Robert Debré University Hospital, APHP, Paris, France ; INSERM UMR 1141, Université de Paris Diderot, Paris, France
Lenaerts, Tom; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium ; Machine Learning Group, Université Libre de Bruxelles, Brussels, Belgium ; Artificial Intelligence Lab, Vrije Universiteit Brussel, Brussels, Belgium
Pirson, Isabelle; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium
Abramowicz, Marc ; Institut de Recherche Interdisciplinaire en Biologie Humaine et Moléculaire, Université Libre de Bruxelles, Brussels, Belgium ; Present Address: Department of Genetic Medicine and Development, University of Geneva, Geneva, Switzerland
We thank Christelle Golzio for guidance in zebrafish phenotyping, and Raphael Helaers for help in variant filtering. We thank all the patients and families for their participation in this study. This work was supported by ERA‐net E‐Rare Euromicro, the Action de Recherche Concertée (ARC) of the Belgian Fédération Wallonie Bruxelles, the Fonds de la Recherche Scientifique FRS‐FNRS Belgium, the Convention Jean Van Damme of the Fonds Erasme and the Fonds de soutien Marguerite‐Marie Delacroix. It was facilitated by the European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability (ERN‐ITHACA; EU Framework Partnership Agreement ID: 3HP‐HP‐FPA ERN‐01‐2016/739516).We thank Christelle Golzio for guidance in zebrafish phenotyping, and Raphael Helaers for help in variant filtering. We thank all the patients and families for their participation in this study. This work was supported by ERA-net E-Rare Euromicro, the Action de Recherche Concertée (ARC) of the Belgian Fédération Wallonie Bruxelles, the Fonds de la Recherche Scientifique FRS-FNRS Belgium, the Convention Jean Van Damme of the Fonds Erasme and the Fonds de soutien Marguerite-Marie Delacroix. It was facilitated by the European Reference Network on Rare Congenital Malformations and Rare Intellectual Disability (ERN-ITHACA; EU Framework Partnership Agreement ID: 3HP-HP-FPA ERN-01-2016/739516).
Barbelanne, M., & Tsang, W. Y. (2014). Molecular and cellular basis of autosomal recessive primary microcephaly. BioMed Research International, 2014, 1–13. https://doi.org/10.1155/2014/547986
Brooks, S. S., Wall, A. L., Golzio, C., Reid, D. W., Kondyles, A., Willer, J. R., … Davis, E. E. (2014). A novel ribosomopathy caused by dysfunction of RPL10 disrupts neurodevelopment and causes X-linked microcephaly in humans. Genetics, 198(2), 723–733. https://doi.org/10.1534/genetics.114.168211
Cingolani, P., Platts, A., Wang, L. L., Coon, M., Nguyen, T., Wang, L., … Ruden, D. M. (2012). A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3. Fly, 6(2), 80–92. https://doi.org/10.4161/fly.19695
DePristo, M. A., Banks, E., Poplin, R., Garimella, K. V., Maguire, J. R., Hartl, C., … Daly, M. J. (2011). A framework for variation discovery and genotyping using next-generation DNA sequencing data. Nature Genetics, 43(5), 491–498. https://doi.org/10.1038/ng.806
Duerinckx, S., & Abramowicz, M. (2018). The genetics of congenitally small brains. Seminars in Cell & Developmental Biology, 76, 76–85. https://doi.org/10.1016/j.semcdb.2017.09.015
El-Brolosy, M. A., Kontarakis, Z., Rossi, A., Kuenne, C., Günther, S., Fukuda, N., … Stainier, D. Y. R. (2019). Genetic compensation triggered by mutant mRNA degradation. Nature, 568, 193–197. https://doi.org/10.1038/s41586-019-1064-z
Gazzo, A., Raimondi, D., Daneels, D., Moreau, Y., Smits, G., Van Dooren, S., & Lenaerts, T. (2017). Understanding mutational effects in digenic diseases. Nucleic Acids Research, 45(15), e140. https://doi.org/10.1093/nar/gkx557
Gazzo, A. M., Daneels, D., Cilia, E., Bonduelle, M., Abramowicz, M., Van Dooren, S., … Lenaerts, T. (2016). DIDA: A curated and annotated digenic diseases database. Nucleic Acids Research, 44(D1), D900–D907. https://doi.org/10.1093/nar/gkv1068
Genin, A., Desir, J., Lambert, N., Biervliet, M., Van Der Aa, N., Pierquin, G., … Abramowicz, M. (2012). Kinetochore KMN network gene CASC5 mutated in primary microcephaly. Human Molecular Genetics, 21(24), 5306‑5317, https://doi.org/10.1093/hmg/dds386
The Genome of the Netherlands Consortium (2014). Whole-genome sequence variation, population structure, and demographic history of the Dutch population. Nature Genetics, 46(8), 818–825. https://doi.org/10.1038/ng.3021
Gonzaga-Jauregui, C., Harel, T., Gambin, T., Kousi, M., Griffin, L. B., Francescatto, L., … Lupski, J. R. (2015). Exome sequence analysis suggests that genetic burden contributes to phenotypic variability and complex neuropathy. Cell Reports, 12(7), 1169–1183. https://doi.org/10.1016/j.celrep.2015.07.023
Igoillo-Esteve, M., Genin, A., Lambert, N., Désir, J., Pirson, I., Abdulkarim, B., … Cnop, M. (2013). tRNA methyltransferase homolog gene TRMT10A mutation in young onset diabetes and primary microcephaly in humans. PLoS Genetics, 9(10), e1003888. https://doi.org/10.1371/journal.pgen.1003888
Jayaraman, D., Kodani, A., Gonzalez, D. M., Mancias, J. D., Mochida, G. H., Vagnoni, C., … Walsh, C. A. (2016). Microcephaly proteins Wdr62 and Aspm define a mother centriole complex regulating centriole biogenesis, apical complex, and cell fate. Neuron, 92(4), 813–828. https://doi.org/10.1016/j.neuron.2016.09.056
Katsanis, N., Ansley, S. J., Badano, J. L., Eichers, E. R., Lewis, R. A., Hoskins, B. E., … Lupski, J. R. (2001). Triallelic inheritance in Bardet-Biedl syndrome, a Mendelian recessive disorder. Science (New York, N.Y.), 293(5538), 2256–2259. https://doi.org/10.1126/science.1063525
Kim, H. -T., Lee, M.-S., Choi, J.-H., Jung, J.-Y., Ahn, D.-G., Yeo, S.-Y., … Kim, C.-H. (2011). The microcephaly gene aspm is involved in brain development in zebrafish. Biochemical and Biophysical Research Communications, 409(4), 640–644. https://doi.org/10.1016/j.bbrc.2011.05.056
Kiyomitsu, T., Obuse, C., & Yanagida, M. (2007). Human blinkin/AF15q14 is required for chromosome alignment and the mitotic checkpoint through direct interaction with Bub1 and BubR1. Developmental Cell, 13(5), 663–676. https://doi.org/10.1016/j.devcel.2007.09.005
Lek, M., Karczewski, K. J., Minikel, E. V., Samocha, K. E., Banks, E., Fennell, T., … MacArthur, D. G.; Exome Aggregation Consortium (2016). Analysis of protein-coding genetic variation in 60,706 humans. Nature, 536(7616), 285–291. https://doi.org/10.1038/nature19057
Lemmers, R. J. L. F., Tawil, R., Petek, L. M., Balog, J., Block, G. J., Santen, G. W. E., … van der Maarel, S. M. (2012). Digenic inheritance of an SMCHD1 mutation and an FSHD-permissive D4Z4 allele causes facioscapulohumeral muscular dystrophy type 2. Nature Genetics, 44(12), 1370–1374. https://doi.org/10.1038/ng.2454
Lupski, J. R. (2012). Digenic inheritance and Mendelian disease. Nature Genetics, 44(12), 1291–1292. https://doi.org/10.1038/ng.2479
Létard, P., Drunat, S., Vial, Y., Duerinckx, S., Ernault, A., Amram, D., … Passemard, S. (2018). Autosomal recessive primary microcephaly due to ASPM mutations: An update. Human Mutation, 39(3), 319–332. https://doi.org/10.1002/humu.23381
Manolio, T. A., Collins, F. S., Cox, N. J., Goldstein, D. B., Hindorff, L. A., Hunter, D. J., … Visscher, P. M. (2009). Finding the missing heritability of complex diseases. Nature, 461(7265), 747–753. https://doi.org/10.1038/nature08494
Megraw, T. L., Sharkey, J. T., & Nowakowski, R. S. (2011). Cdk5rap2 exposes the centrosomal root of microcephaly syndromes. Trends in Cell Biology, 21(8), 470–480. https://doi.org/10.1016/j.tcb.2011.04.007
Naveed, M., Kazmi, S. K., Amin, M., Asif, Z., Islam, U., Shahid, K., & Tehreem, S. (2018). Comprehensive review on the molecular genetics of autosomal recessive primary microcephaly (MCPH). Genetics Research, 100, e7. https://doi.org/10.1017/S0016672318000046
Novorol, C., Burkhardt, J., Wood, K. J., Iqbal, A., Roque, C., Coutts, N., … Harris, W. A. (2013). Microcephaly models in the developing zebrafish retinal neuroepithelium point to an underlying defect in metaphase progression. Open Biology, 3(10), 130065. https://doi.org/10.1098/rsob.130065
Papadimitriou, S., Gazzo, A., Versbraegen, N., Nachtegael, C., Aerts, J., Moreau, Y., … Lenaerts, T. (2019). Predicting disease-causing variant combinations. Proceedings of the National Academy of Sciences, 116(24), 11878–11887. https://doi.org/10.1073/pnas.1815601116
Posey, J. E., Harel, T., Liu, P., Rosenfeld, J. A., James, R. A., Coban Akdemir, Z. H., … Lupski, J. R. (2017). Resolution of disease phenotypes resulting from multilocus genomic variation. New England Journal of Medicine, 376(1), 21–31. https://doi.org/10.1056/NEJMoa1516767
Richards, S., Aziz, N., Bale, S., Bick, D., Das, S., Gastier-Foster, J., … Rehm, H. L.; ACMG Laboratory Quality Assurance Committee (2015). 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. Genetics in Medicine, 17(5), 405–423. https://doi.org/10.1038/gim.2015.30
Saadi, A., Verny, F., Siquier-Pernet, K., Bole-Feysot, C., Nitschke, P., Munnich, A., … Colleaux, L. (2016). Refining the phenotype associated with CASC5 mutation. Neurogenetics, 17(1), 71–78. https://doi.org/10.1007/s10048-015-0468-7
Schäffer, A. A. (2013). Digenic inheritance in medical genetics. Journal of Medical Genetics, 50(10), 641–652. https://doi.org/10.1136/jmedgenet-2013-101713
The 1000 Genomes Project Consortium (2015). A global reference for human genetic variation. Nature, 526(7571), 68–74. https://doi.org/10.1038/nature15393
Timberlake, A. T., Choi, J., Zaidi, S., Lu, Q., Nelson-Williams, C., Brooks, E. D., … Lifton, R. P. (2016). Two locus inheritance of non-syndromic midline craniosynostosis via rare SMAD6 and common BMP2 alleles. eLife, 5, e20125. https://doi.org/10.7554/eLife.20125
Woods, C. G., & Basto, R. (2014). Microcephaly. Current Biology, 24(23), R1109–R1111. https://doi.org/10.1016/j.cub.2014.09.063
Zeman, M. K., & Cimprich, K. A. (2014). Causes and consequences of replication stress. Nature Cell Biology, 16(1), 2–9. https://doi.org/10.1038/ncb2897
Zhang, Y., Akintola, O. S., Liu, K. J. A., & Sun, B. (2016). Membrane gene ontology bias in sequencing and microarray obtained by housekeeping-gene analysis. Gene, 575(2 Pt 2), 559–566. https://doi.org/10.1016/j.gene.2015.09.041
Zhou, B. B., & Elledge, S. J. (2000). The DNA damage response: Putting checkpoints in perspective. Nature, 408(6811), 433–439. https://doi.org/10.1038/35044005