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Ferilli M, Ciolfi A, Pedace L, Niceta M, Radio FC, Pizzi S, Miele E, Cappelletti C, Mancini C, Galluccio T, Andreani M, Iascone M, Chiriatti L, Novelli A, Micalizzi A, Matraxia M, Menale L, Faletra F, Prontera P, Pilotta A, Bedeschi MF, Capolino R, Baban A, Seri M, Mammì C, Zampino G, Digilio MC, Dallapiccola B, Priolo M, Tartaglia M. Genome-Wide DNA Methylation Profiling Solves Uncertainty in Classifying NSD1 Variants. Genes (Basel) 2022; 13:2163. [PMID: 36421837 PMCID: PMC9690023 DOI: 10.3390/genes13112163] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 11/16/2022] [Accepted: 11/17/2022] [Indexed: 10/05/2023] Open
Abstract
BACKGROUND Inactivating NSD1 mutations causing Sotos syndrome have been previously associated with a specific genome-wide DNA methylation (DNAm) pattern. Sotos syndrome is characterized by phenotypic overlap with other overgrowth syndromes, and a definite diagnosis might not be easily reached due to the high prevalence of variants of unknown significance (VoUS) that are identified in patients with a suggestive phenotype. OBJECTIVE we performed microarray DNAm profiling in a set of 11 individuals with a clinical suspicion of Sotos syndrome and carrying an NSD1 VoUS or previously unreported variants to solve uncertainty in defining pathogenicity of the observed variants. The impact of the training cohort size on sensitivity and prediction confidence of the classifier was assessed. RESULTS The Sotos syndrome-specific DNAm signature was validated in six individuals with a clinical diagnosis of Sotos syndrome and carrying bona fide pathogenic NSD1 variants. Applying this approach to the remaining 11 individuals with NSD1 variants, we succeeded in confirming pathogenicity in eight subjects and excluding the diagnosis of Sotos syndrome in three. The sensitivity and prediction confidence of the classifier based on the different sizes of the training sets did not show substantial differences, though the overall performance was improved by using a data balancing strategy. CONCLUSIONS The present approach solved uncertainty in cases with NDS1 VoUS, further demonstrating the clinical utility of DNAm profiling.
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Affiliation(s)
- Marco Ferilli
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Andrea Ciolfi
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Lucia Pedace
- Department of Pediatric Onco-Haematology and Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Marcello Niceta
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | | | - Simone Pizzi
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Evelina Miele
- Department of Pediatric Onco-Haematology and Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Camilla Cappelletti
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Cecilia Mancini
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Tiziana Galluccio
- Department of Pediatric Onco-Haematology and Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Marco Andreani
- Department of Pediatric Onco-Haematology and Cell and Gene Therapy, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Maria Iascone
- Medical Genetics Laboratory, ASST Papa Giovanni XXIII, 24127 Bergamo, Italy
| | - Luigi Chiriatti
- Unità di Genetica Medica, Grande Ospedale Metropolitano “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy
| | - Antonio Novelli
- Translational Cytogenomics Research Unit, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Alessia Micalizzi
- Translational Cytogenomics Research Unit, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Marta Matraxia
- Translational Cytogenomics Research Unit, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Lucia Menale
- Translational Cytogenomics Research Unit, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Flavio Faletra
- Medical Genetics Unit, IRCCS Burlo Garofolo, 34137 Trieste, Italy
| | - Paolo Prontera
- Maternal-Infantile Department, University Hospital of Perugia, 06156 Perugia, Italy
| | - Alba Pilotta
- Auxo-Endocrinology, Diabetology and Medical Genetic Unit, Department of Paediatrics, ASST Spedali Civili, 25123 Brescia, Italy
| | - Maria Francesca Bedeschi
- Medical Genetic Unit, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico Clinica Mangiagalli, 20122 Milan, Italy
| | - Rossella Capolino
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Anwar Baban
- Medical and Surgical Department of Pediatric Cardiology, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Marco Seri
- U.O. Genetica Medica, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Corrado Mammì
- Unità di Genetica Medica, Grande Ospedale Metropolitano “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy
| | - Giuseppe Zampino
- Dipartimento Scienze della Vita, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Maria Cristina Digilio
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Bruno Dallapiccola
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
| | - Manuela Priolo
- Unità di Genetica Medica, Grande Ospedale Metropolitano “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy
| | - Marco Tartaglia
- Area di Ricerca Genetica e Malattie Rare, Ospedale Pediatrico Bambino Gesù, IRCCS, 00146 Rome, Italy
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Bottillo I, Valiante M, Menale L, Paiardini A, Papi L, Janson G, Sestini R, Iorio A, De Simone P, Frascione P, Grammatico P. A novel CDKN2A in-frame deletion associated with pancreatic cancer-melanoma syndrome. Dermatol Online J 2020; 26:13030/qt5t22m5gk. [PMID: 32941720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 09/15/2020] [Indexed: 06/11/2023] Open
Abstract
Pancreatic cancer-melanoma syndrome (PCMS) is an inherited condition in which mutation carriers have an increased risk of malignant melanoma and/or pancreatic cancer. About 30% of PCMS cases carry mutations in CDKN2A. This gene encodes several protein isoforms, one of which, known as p16, regulates the cell-cycle by interacting with CDK4/CDK6 kinases and with several non-CDK proteins. Herein, we report on a novel CDKN2A germline in-frame deletion (c.52_57delACGGCC) found in an Italian family with PCMS. By segregation analysis, the c.52_57delACGGCC was proven to segregate in kindred with cutaneous melanoma (CM), in kindred with CM and pancreatic cancer, and in a single case presenting only with pancreatic cancer. In the literature, duplication mapping in the same genic region has been already reported at the germline level in several unrelated CM cases as a variant of unknown clinical significance. A computational approach for studying the effect of mutational changes over p16 protein structure showed that both the deletion and the duplication of the c.52_57 nucleotides result in protein misfolding and loss of interactors' binding. In conclusion, the present results argue that the quantitative alteration of nucleotides c.52_57 has a pathogenic role in p16 function and that the c.52_57delACGGCC is associated with PCMS.
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Affiliation(s)
- Irene Bottillo
- Division/Laboratory of Medical Genetics, Department of Molecular Medicine, Sapienza University, San Camillo-Forlanini Hospital, Rome.
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Della Starza I, De Novi LA, Santoro A, Salemi D, Tam W, Cavalli M, Menale L, Soscia R, Apicella V, Ilari C, Vitale A, Testi AM, Inghirami G, Chiaretti S, Foà R, Guarini A. Digital droplet PCR and next-generation sequencing refine minimal residual disease monitoring in acute lymphoblastic leukemia. Leuk Lymphoma 2019; 60:2838-2840. [DOI: 10.1080/10428194.2019.1607325] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Irene Della Starza
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
- GIMEMA Foundation, Rome, Italy
| | - Lucia Anna De Novi
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Alessandra Santoro
- Division of Hematology and Bone Marrow Transplantation, Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy
| | - Domenico Salemi
- Division of Hematology and Bone Marrow Transplantation, Ospedali Riuniti Villa Sofia-Cervello, Palermo, Italy
| | - Wayne Tam
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
| | - Marzia Cavalli
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Lucia Menale
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Roberta Soscia
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Valerio Apicella
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Caterina Ilari
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Antonella Vitale
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Anna Maria Testi
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Giorgio Inghirami
- Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY, USA
- Department of Molecular Biotechnology and Health Science and Center for Experimental Research and Medical Studies, University of Torino, Torino, Italy
- Department of Pathology and NYU Cancer Center, New York University School of Medicine, New York, NY, USA
| | - Sabina Chiaretti
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Robin Foà
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
| | - Anna Guarini
- Division of Hematology, Department of Translational and Precision Medicine, “Sapienza” University of Rome, Rome, Italy
- Department of Molecular Medicine, “Sapienza” University of Rome, Rome, Italy
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