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ORIGINAL RESEARCH article

Front. Cell Dev. Biol.

Sec. Epigenomics and Epigenetics

Integrative Epigenetic and Transcriptomic Profiling of Whole Blood and Fibroblasts in Hao-Fountain Syndrome

Provisionally accepted
Liselot  van der LaanLiselot van der Laan1*Rob  ZwartRob Zwart1Andrea  VenemaAndrea Venema1Adri  N. MulAdri N. Mul1Martin  A. HaagmansMartin A. Haagmans1Bart  HulsboschBart Hulsbosch1David  DymentDavid Dyment2Irene  ValenzuelaIrene Valenzuela3Pilar  CaroPilar Caro4Sebastian  SailerSebastian Sailer4Christian  P SchaafChristian P Schaaf4Bekim  SadikovicBekim Sadikovic5Marcel  MannensMarcel Mannens1Mieke  M. van HaelstMieke M. van Haelst1Manasa  Kalya PurushothamaManasa Kalya Purushothama1Peter  HennemanPeter Henneman1*
  • 1Academic Medical Center, Amsterdam, Netherlands
  • 2Children's Hospital of Eastern Ontario Research Institute, Ottawa, Canada
  • 3Hospital Universitari Vall d'Hebron, Barcelona, Spain
  • 4Universitat Heidelberg, Heidelberg, Germany
  • 5London Health Sciences Centre, London, Canada

The final, formatted version of the article will be published soon.

Background: Hao–Fountain syndrome (HAFOUS) is a rare autosomal dominant neurodevelopmental disorder caused by pathogenic USP7 variants. A diagnostic blood DNA methylation episignature has been established, yet the broader regulatory consequences of USP7 haploinsufficiency and their tissue specificity remain incompletely characterized. Methods: We performed genome-wide DNA methylation profiling, RNA sequencing, and cis expression quantitative trait methylation (eQTM) analysis in whole blood (n=9) and patient-derived skin fibroblasts (n=4). Differential methylation was assessed and methylation–expression coupling within ±250 kb of each DMR. DMRs were further interpreted using BCOR, H2AK119ub1, and H3K27me3 ChIP-Rx datasets from neural models. Results: Blood reproduced the established USP7 hypermethylation episignature and yielded 17 significant DMRs, accompanied by modest numbers of differentially expressed genes and eQTMs. Fibroblasts displayed internally coherent regulatory patterns, including 2,143 nominal DMRs, 310 differentially expressed genes, and 559 significant eQTMs. Convergent methylation–expression changes prominently involved the HOXB cluster (HOXB3, HOXB5, HOXB6). Both blood-and fibroblast-derived DMRs showed significant enrichment for BCOR-and H2AK119ub1-marked regions, consistent with disruption of non-canonical PRC1.1–associated chromatin. Cross-tissue comparison revealed limited overlap, supporting marked tissue specificity in methylation–expression relationships. Conclusions: USP7 haploinsufficiency is associated with a restricted set of regulatory loci enriched within PRC1-associated chromatin domains. Fibroblasts revealed coherent methylation and expression changes at developmental genes, whereas blood captured the diagnostic episignature and a smaller set of downstream regulatory alterations. Together, this dual-tissue integrative analysis refines the molecular consequences of reduced USP7 dosage and provides a framework for future mechanistic studies in disease-relevant cellular models.

Keywords: BCOR, DNA Methylation, eQTM, Gene Expression, H2AK119ub1, Hao–Fountain syndrome, Hox genes, PRC1.1

Received: 07 Jan 2026; Accepted: 09 Feb 2026.

Copyright: © 2026 van der Laan, Zwart, Venema, Mul, Haagmans, Hulsbosch, Dyment, Valenzuela, Caro, Sailer, Schaaf, Sadikovic, Mannens, van Haelst, Purushothama and Henneman. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence:
Liselot van der Laan
Peter Henneman

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