Mathis Hildonen, Andrea Ciolfi, Marco Ferilli, Camilla Cappelletti, Chadi Al Alam, David J. Amor, Tahsin Stefan Barakat, Valérie Benoit, Ohad Shmuel Birk, Bert Callewaert, Ana Cazurro-Gutiérrez, Matthias De Wachter, Martine Doco-Fenzy, Paulino Gómez-Puertas, Trine Bjørg Hammer, Rami Abou Jamra, Rauan Kaiyrzhanov, Shinichi Kameyama, Boris Keren, Christina Kresge, Ilona Krey, Damien Lederer, Iñigo Marcos-Alcalde, Reza Maroofian, Naomichi Matsumoto, Takeshi Mizuguchi, Lip-Hen Moey, Angela Morgan, Francina Munell, Konrad Platzer, Beth A. Pletcher, David Ros-Pardo, Lynne Rumping, Katalin Szakszon, Kristof Van Schil, Edgard Verdura, Julie Vogt, Evangeline Wassmer, Mina Zamani, Zeynep Tümer, Marco Tartaglia
{"title":"ZNF142的双等位基因功能丧失变异与影响有限数量基因组位点的强大DNA甲基化特征相关。","authors":"Mathis Hildonen, Andrea Ciolfi, Marco Ferilli, Camilla Cappelletti, Chadi Al Alam, David J. Amor, Tahsin Stefan Barakat, Valérie Benoit, Ohad Shmuel Birk, Bert Callewaert, Ana Cazurro-Gutiérrez, Matthias De Wachter, Martine Doco-Fenzy, Paulino Gómez-Puertas, Trine Bjørg Hammer, Rami Abou Jamra, Rauan Kaiyrzhanov, Shinichi Kameyama, Boris Keren, Christina Kresge, Ilona Krey, Damien Lederer, Iñigo Marcos-Alcalde, Reza Maroofian, Naomichi Matsumoto, Takeshi Mizuguchi, Lip-Hen Moey, Angela Morgan, Francina Munell, Konrad Platzer, Beth A. Pletcher, David Ros-Pardo, Lynne Rumping, Katalin Szakszon, Kristof Van Schil, Edgard Verdura, Julie Vogt, Evangeline Wassmer, Mina Zamani, Zeynep Tümer, Marco Tartaglia","doi":"10.1038/s41431-025-01876-z","DOIUrl":null,"url":null,"abstract":"Biallelic inactivating variants in ZNF142 underlie a clinically variable neurodevelopmental disorder. ZNF142 is a zinc-finger transcription factor with potential roles on chromatin organization, implying a possible association of ZNF142 loss of function with perturbed genome-wide DNA methylation (DNAm) pattern. We performed EPIC array-based methylation profiling of peripheral blood-derived DNA samples from 27 individuals with biallelic ZNF142 inactivating variants, together with 6 heterozygous carriers and 40 controls. A DNAm signature discovery pipeline was applied by using 440 controls for discovery and validation analyses, and a machine-learning model was trained to classify 8 individuals carrying ZNF142 variants of uncertain clinical significance. Analyses directed to explore the genome-wide DNAm landscape in affected individuals revealed 88 differentially methylated probes constituting the minimal informative set specific to ZNF142 loss of function. This reproducible pattern of DNAm changes involved regulatory regions of a small number of genes. The DNAm signature derived from peripheral blood allowed us to diagnose individuals carrying biallelic inactivating ZNF142 variants when applied to fibroblasts. Our findings provide evidence that biallelic loss-of-function ZNF142 variants result in a specific and robust DNAm signature. The identified DNAm pattern suggests occurrence of a methylation disturbance involving a small number of loci that appears to be shared by different cell lineages.","PeriodicalId":12016,"journal":{"name":"European Journal of Human Genetics","volume":"33 7","pages":"896-903"},"PeriodicalIF":4.6000,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Biallelic loss-of-function variants in ZNF142 are associated with a robust DNA methylation signature affecting a limited number of genomic loci\",\"authors\":\"Mathis Hildonen, Andrea Ciolfi, Marco Ferilli, Camilla Cappelletti, Chadi Al Alam, David J. Amor, Tahsin Stefan Barakat, Valérie Benoit, Ohad Shmuel Birk, Bert Callewaert, Ana Cazurro-Gutiérrez, Matthias De Wachter, Martine Doco-Fenzy, Paulino Gómez-Puertas, Trine Bjørg Hammer, Rami Abou Jamra, Rauan Kaiyrzhanov, Shinichi Kameyama, Boris Keren, Christina Kresge, Ilona Krey, Damien Lederer, Iñigo Marcos-Alcalde, Reza Maroofian, Naomichi Matsumoto, Takeshi Mizuguchi, Lip-Hen Moey, Angela Morgan, Francina Munell, Konrad Platzer, Beth A. Pletcher, David Ros-Pardo, Lynne Rumping, Katalin Szakszon, Kristof Van Schil, Edgard Verdura, Julie Vogt, Evangeline Wassmer, Mina Zamani, Zeynep Tümer, Marco Tartaglia\",\"doi\":\"10.1038/s41431-025-01876-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Biallelic inactivating variants in ZNF142 underlie a clinically variable neurodevelopmental disorder. ZNF142 is a zinc-finger transcription factor with potential roles on chromatin organization, implying a possible association of ZNF142 loss of function with perturbed genome-wide DNA methylation (DNAm) pattern. We performed EPIC array-based methylation profiling of peripheral blood-derived DNA samples from 27 individuals with biallelic ZNF142 inactivating variants, together with 6 heterozygous carriers and 40 controls. A DNAm signature discovery pipeline was applied by using 440 controls for discovery and validation analyses, and a machine-learning model was trained to classify 8 individuals carrying ZNF142 variants of uncertain clinical significance. Analyses directed to explore the genome-wide DNAm landscape in affected individuals revealed 88 differentially methylated probes constituting the minimal informative set specific to ZNF142 loss of function. This reproducible pattern of DNAm changes involved regulatory regions of a small number of genes. The DNAm signature derived from peripheral blood allowed us to diagnose individuals carrying biallelic inactivating ZNF142 variants when applied to fibroblasts. Our findings provide evidence that biallelic loss-of-function ZNF142 variants result in a specific and robust DNAm signature. The identified DNAm pattern suggests occurrence of a methylation disturbance involving a small number of loci that appears to be shared by different cell lineages.\",\"PeriodicalId\":12016,\"journal\":{\"name\":\"European Journal of Human Genetics\",\"volume\":\"33 7\",\"pages\":\"896-903\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-05-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Journal of Human Genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.nature.com/articles/s41431-025-01876-z\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Human Genetics","FirstCategoryId":"99","ListUrlMain":"https://www.nature.com/articles/s41431-025-01876-z","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
Biallelic loss-of-function variants in ZNF142 are associated with a robust DNA methylation signature affecting a limited number of genomic loci
Biallelic inactivating variants in ZNF142 underlie a clinically variable neurodevelopmental disorder. ZNF142 is a zinc-finger transcription factor with potential roles on chromatin organization, implying a possible association of ZNF142 loss of function with perturbed genome-wide DNA methylation (DNAm) pattern. We performed EPIC array-based methylation profiling of peripheral blood-derived DNA samples from 27 individuals with biallelic ZNF142 inactivating variants, together with 6 heterozygous carriers and 40 controls. A DNAm signature discovery pipeline was applied by using 440 controls for discovery and validation analyses, and a machine-learning model was trained to classify 8 individuals carrying ZNF142 variants of uncertain clinical significance. Analyses directed to explore the genome-wide DNAm landscape in affected individuals revealed 88 differentially methylated probes constituting the minimal informative set specific to ZNF142 loss of function. This reproducible pattern of DNAm changes involved regulatory regions of a small number of genes. The DNAm signature derived from peripheral blood allowed us to diagnose individuals carrying biallelic inactivating ZNF142 variants when applied to fibroblasts. Our findings provide evidence that biallelic loss-of-function ZNF142 variants result in a specific and robust DNAm signature. The identified DNAm pattern suggests occurrence of a methylation disturbance involving a small number of loci that appears to be shared by different cell lineages.
期刊介绍:
The European Journal of Human Genetics is the official journal of the European Society of Human Genetics, publishing high-quality, original research papers, short reports and reviews in the rapidly expanding field of human genetics and genomics. It covers molecular, clinical and cytogenetics, interfacing between advanced biomedical research and the clinician, and bridging the great diversity of facilities, resources and viewpoints in the genetics community.
Key areas include:
-Monogenic and multifactorial disorders
-Development and malformation
-Hereditary cancer
-Medical Genomics
-Gene mapping and functional studies
-Genotype-phenotype correlations
-Genetic variation and genome diversity
-Statistical and computational genetics
-Bioinformatics
-Advances in diagnostics
-Therapy and prevention
-Animal models
-Genetic services
-Community genetics