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Martinez-Mayer J, Brinkmeier ML, O'Connell SP, Ukagwu A, Marti MA, Miras M, Forclaz MV, Benzrihen MG, Cheung LYM, Camper SA, Ellsworth BS, Raetzman LT, Pérez-Millán MI, Davis SW. Knockout mice with pituitary malformations help identify human cases of hypopituitarism. Genome Med 2024; 16:75. [PMID: 38822427 PMCID: PMC11140907 DOI: 10.1186/s13073-024-01347-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 05/20/2024] [Indexed: 06/03/2024] Open
Abstract
BACKGROUND Congenital hypopituitarism (CH) and its associated syndromes, septo-optic dysplasia (SOD) and holoprosencephaly (HPE), are midline defects that cause significant morbidity for affected people. Variants in 67 genes are associated with CH, but a vast majority of CH cases lack a genetic diagnosis. Whole exome and whole genome sequencing of CH patients identifies sequence variants in genes known to cause CH, and in new candidate genes, but many of these are variants of uncertain significance (VUS). METHODS The International Mouse Phenotyping Consortium (IMPC) is an effort to establish gene function by knocking-out all genes in the mouse genome and generating corresponding phenotype data. We used mouse embryonic imaging data generated by the Deciphering Mechanisms of Developmental Disorders (DMDD) project to screen 209 embryonic lethal and sub-viable knockout mouse lines for pituitary malformations. RESULTS Of the 209 knockout mouse lines, we identified 51 that have embryonic pituitary malformations. These genes not only represent new candidates for CH, but also reveal new molecular pathways not previously associated with pituitary organogenesis. We used this list of candidate genes to mine whole exome sequencing data of a cohort of patients with CH, and we identified variants in two unrelated cases for two genes, MORC2 and SETD5, with CH and other syndromic features. CONCLUSIONS The screening and analysis of IMPC phenotyping data provide proof-of-principle that recessive lethal mouse mutants generated by the knockout mouse project are an excellent source of candidate genes for congenital hypopituitarism in children.
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Affiliation(s)
- Julian Martinez-Mayer
- Institute of Biosciences, Biotechnology and Translational Biology (iB3), University of Buenos Aires, Intendente Güiraldes 2160, Ciudad Universitaria, C1428EGA, Buenos Aires, Argentina
| | - Michelle L Brinkmeier
- Department of Human Genetics, University of Michigan, 1241 Catherine St., Ann Arbor, MI, 48109-5618, USA
| | - Sean P O'Connell
- Department of Biological Sciences, University of South Carolina, 715 Sumter St., Columbia, SC, 29208, USA
| | - Arnold Ukagwu
- Department of Physiology, Southern Illinois University, 1135 Lincoln Dr, Carbondale, IL, 62901, USA
| | - Marcelo A Marti
- Instituto de Química Biológica de La Facultad de Ciencias Exactas y Naturales (IQUIBICEN), Universidad de Buenos Aires, Buenos Aires, Argentina
| | - Mirta Miras
- Hospital De Niños de La Santísima Trinidad, Córdoba, Argentina
| | - Maria V Forclaz
- Servicio de Endocrinología, Hospital Posadas, Buenos Aires, Argentina
| | - Maria G Benzrihen
- Servicio de Endocrinología, Hospital Posadas, Buenos Aires, Argentina
| | - Leonard Y M Cheung
- Department of Human Genetics, University of Michigan, 1241 Catherine St., Ann Arbor, MI, 48109-5618, USA
- Department of Physiology and Biophyscis, Renaissance School of Medicine, Stony Brook University, Stony Brook, NY, 11794, USA
| | - Sally A Camper
- Department of Human Genetics, University of Michigan, 1241 Catherine St., Ann Arbor, MI, 48109-5618, USA
| | - Buffy S Ellsworth
- Department of Physiology, Southern Illinois University, 1135 Lincoln Dr, Carbondale, IL, 62901, USA
| | - Lori T Raetzman
- Department of Molecular and Integrative Physiology, University of Illinois, Champaign-Urbana, Urbana, IL, 61801, USA
| | - Maria I Pérez-Millán
- Institute of Biosciences, Biotechnology and Translational Biology (iB3), University of Buenos Aires, Intendente Güiraldes 2160, Ciudad Universitaria, C1428EGA, Buenos Aires, Argentina.
| | - Shannon W Davis
- Department of Biological Sciences, University of South Carolina, 715 Sumter St., Columbia, SC, 29208, USA.
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Martinez-Mayer J, Vishnopolska S, Perticarari C, Garcia LI, Hackbartt M, Martinez M, Zaiat J, Jacome-Alvarado A, Braslavsky D, Keselman A, Bergadá I, Marino R, Ramírez P, Garrido NP, Ciaccio M, Di Palma MI, Belgorosky A, Forclaz MV, Benzrihen G, D'Amato S, Cirigliano ML, Miras M, Nuñez AP, Castro L, Mallea-Gil MS, Ballarino C, Latorre-Villacorta L, Casiello AC, Hernandez C, Figueroa V, Alonso G, Morin A, Guntsche Z, Lee H, Lee E, Song Y, Marti MA, Perez-Millan MI. Exome Sequencing has a high diagnostic rate in sporadic congenital hypopituitarism and reveals novel candidate genes. J Clin Endocrinol Metab 2024:dgae320. [PMID: 38717911 DOI: 10.1210/clinem/dgae320] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/22/2024] [Accepted: 05/06/2024] [Indexed: 06/23/2024]
Abstract
CONTEXT The pituitary gland is key for childhood growth, puberty, and metabolism. Pituitary dysfunction is associated with a spectrum of phenotypes, from mild to severe. Congenital Hypopituitarism (CH) is the most commonly reported pediatric endocrine dysfunction with an incidence of 1:4000, yet low rates of genetic diagnosis have been reported. OBJECTIVE We aimed to unveil the genetic etiology of CH in a large cohort of patients from Argentina. METHODS We performed whole exome sequencing of 137 unrelated cases of CH, the largest cohort examined with this method to date. RESULTS Of the 137 cases, 19.1% and 16% carried pathogenic or likely pathogenic variants in known and new genes, respectively, while 28.2% carried variants of uncertain significance. This high yield was achieved through the integration of broad gene panels (genes described in animal models and/or other disorders), an unbiased candidate gene screen with a new bioinformatics pipeline (including genes high loss of function intolerance), and analysis of copy number variants. Three novel findings emerged. First, the most prevalent affected gene encodes the cell adhesion factor ROBO1. Affected children had a spectrum of phenotypes, consistent with a role beyond pituitary stalk interruption syndrome. Second, we found that CHD7 mutations also produce a phenotypic spectrum, not always associated with full CHARGE syndrome. Third, we add new evidence of pathogenicity in the genes PIBF1 and TBC1D32, and report 13 novel candidate genes associated with CH (e.g. PTPN6, ARID5B). CONCLUSION Overall, these results provide an unprecedented insight into the diverse genetic etiology of hypopituitarism.
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Affiliation(s)
- Julian Martinez-Mayer
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Sebastian Vishnopolska
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Catalina Perticarari
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Lucia Iglesias Garcia
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Martina Hackbartt
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Marcela Martinez
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires (FCEyN-UBA) e Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN) CONICET, Ciudad de Buenos Aires, Argentina
| | - Jonathan Zaiat
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires (FCEyN-UBA) e Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN) CONICET, Ciudad de Buenos Aires, Argentina
| | - Andrea Jacome-Alvarado
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
| | - Debora Braslavsky
- Centro de Investigaciones "Dr. Cesar Bergadá" (CEDIE) - CONICET - FEI - División Endocrinología, Hospital de Niños Dr. Ricardo Gutiérrez, Buenos Aires, Argentina
| | - Ana Keselman
- Centro de Investigaciones "Dr. Cesar Bergadá" (CEDIE) - CONICET - FEI - División Endocrinología, Hospital de Niños Dr. Ricardo Gutiérrez, Buenos Aires, Argentina
| | - Ignacio Bergadá
- Centro de Investigaciones "Dr. Cesar Bergadá" (CEDIE) - CONICET - FEI - División Endocrinología, Hospital de Niños Dr. Ricardo Gutiérrez, Buenos Aires, Argentina
| | - Roxana Marino
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Pablo Ramírez
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Natalia Pérez Garrido
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Marta Ciaccio
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Maria Isabel Di Palma
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Alicia Belgorosky
- Servicio de Endocrinología-CONICET, Hospital de Pediatría Prof. Dr. J. P. Garrahan, Buenos Aires, Argentina
| | - Maria Veronica Forclaz
- Servicio de Endocrinología Pediátrica, Hospital Nacional Profesor Alejandro Posadas, Buenos Aires, Argentina
| | - Gabriela Benzrihen
- Servicio de Endocrinología Pediátrica, Hospital Nacional Profesor Alejandro Posadas, Buenos Aires, Argentina
| | - Silvia D'Amato
- Servicio de Endocrinología Pediátrica, Hospital Nacional Profesor Alejandro Posadas, Buenos Aires, Argentina
| | - Maria Lujan Cirigliano
- Servicio de Endocrinología Pediátrica, Hospital Nacional Profesor Alejandro Posadas, Buenos Aires, Argentina
| | - Mirta Miras
- Hospital De Niños de la Santísima Trinidad, Córdoba, Argentina
- -Centro Privado de Endocrinologia Infanto Juvenil Crecer, Cordoba, Argentina
| | | | - Laura Castro
- Hospital De Niños de la Santísima Trinidad, Córdoba, Argentina
| | | | - Carolina Ballarino
- Servicio de Endocrinología, Hospital Militar Central, Buenos Aires, Argentina
| | | | - Ana Clara Casiello
- Servicio de Endocrinología, Hospital General de Niños Pedro de Elizalde, Buenos Aires, Argentina
| | - Claudia Hernandez
- Servicio de Endocrinología, Hospital General de Niños Pedro de Elizalde, Buenos Aires, Argentina
| | - Veronica Figueroa
- Servicio de Endocrinología, Hospital General de Niños Pedro de Elizalde, Buenos Aires, Argentina
| | - Guillermo Alonso
- Sección Endocrinología Pediátrica, Hospital Italiano, Buenos Aires, Argentina
| | - Analia Morin
- Sala de Endocrinología, Hospital de Niños Sor Maria Ludovica de La Plata, La Plata, Argentina
| | | | - Hane Lee
- 3Billion Inc., Seoul, South Korea
| | | | | | - Marcelo Adrian Marti
- Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires (FCEyN-UBA) e Instituto de Química Biológica de la Facultad de Ciencias Exactas y Naturales (IQUIBICEN) CONICET, Ciudad de Buenos Aires, Argentina
| | - Maria Ines Perez-Millan
- Instituto de Biociencias, Biotecnología y Biología Traslacional (iB3), Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Argentina
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