# Integrative epigenetic and transcriptomic profiling of whole blood and fibroblasts in Hao-Fountain syndrome

**Authors:** Liselot van der Laan, Rob Zwart, Andrea Venema, Adri N. Mul, Martin A. Haagmans, Bart Hulsbosch, David Dyment, Irene Valenzuela, Pilar Caro, Sebastian Sailer, Christian P. Schaaf, Bekim Sadikovic, Marcel M. A. M. Mannens, Mieke M. van Haelst, Manasa Kalya Purushothama, Peter Henneman

PMC · DOI: 10.3389/fcell.2026.1782599 · Frontiers in Cell and Developmental Biology · 2026-02-20

## TL;DR

This study explores how USP7 gene mutations affect DNA methylation and gene expression in blood and skin cells of patients with Hao-Fountain syndrome.

## Contribution

The study reveals tissue-specific regulatory changes caused by USP7 haploinsufficiency and identifies PRC1-associated chromatin as a key target.

## Key findings

- Blood cells show a known DNA methylation pattern and few gene expression changes.
- Fibroblasts display extensive methylation and expression changes, especially in HOXB genes.
- Both tissues show methylation changes overlapping with PRC1.1 chromatin regions.

## Abstract

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.

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.

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.

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.

## Linked entities

- **Genes:** USP7 (ubiquitin specific peptidase 7) [NCBI Gene 7874], HOXB3 (homeobox B3) [NCBI Gene 3213], HOXB5 (homeobox B5) [NCBI Gene 3215], HOXB6 (homeobox B6) [NCBI Gene 3216]
- **Proteins:** BCOR (BCL6 corepressor)
- **Diseases:** Hao-Fountain syndrome (MONDO:0014805)

## Full-text entities

- **Genes:** RELN (reelin) [NCBI Gene 5649] {aka ETL7, LIS2, PRO1598, RL}, ASCL1 (achaete-scute family bHLH transcription factor 1) [NCBI Gene 429] {aka ASH1, HASH1, MASH1, bHLHa46}, HOXB5 (homeobox B5) [NCBI Gene 3215] {aka HHO.C10, HOX2, HOX2A, HU-1, Hox2.1}, MDM2 (MDM2 proto-oncogene) [NCBI Gene 4193] {aka ACTFS, HDMX, LSKB, hdm2}, ZNF165 (zinc finger protein 165) [NCBI Gene 7718] {aka CT53, LD65, ZSCAN7}, ASB3 (ankyrin repeat and SOCS box containing 3) [NCBI Gene 51130] {aka ASB-3}, NKAPL (NFKB activating protein like) [NCBI Gene 222698] {aka C6orf194, bA424I5.1}, TRIM27 (tripartite motif containing 27) [NCBI Gene 5987] {aka RFP, RNF76}, TP53 (tumor protein p53) [NCBI Gene 7157] {aka BCC7, BMFS5, LFS1, P53, TRP53}, HOXB3 (homeobox B3) [NCBI Gene 3213] {aka HOX2, HOX2G, Hox-2.7}, BMP2 (bone morphogenetic protein 2) [NCBI Gene 650] {aka BDA2, BMP2A, SSFSC, SSFSC1}, FGF7 (fibroblast growth factor 7) [NCBI Gene 2252] {aka HBGF-7, KGF}, PSMD2 (proteasome 26S subunit ubiquitin receptor, non-ATPase 2) [NCBI Gene 5708] {aka P97, RPN1, S2, TRAP2}, E2F1 (E2F transcription factor 1) [NCBI Gene 1869] {aka E2F-1, RBAP1, RBBP3, RBP3}, CREB1 (cAMP responsive element binding protein 1) [NCBI Gene 1385] {aka CREB, CREB-1}, CD8A (CD8 subunit alpha) [NCBI Gene 925] {aka CD8, CD8alpha, IMD116, Leu2, p32}, LRRC15 (leucine rich repeat containing 15) [NCBI Gene 131578] {aka LIB}, ZNF423 (zinc finger protein 423) [NCBI Gene 23090] {aka Ebfaz, JBTS19, NPHP14, OAZ, Roaz, ZFP423}, WWC2 (WW and C2 domain containing 2) [NCBI Gene 80014] {aka BOMB}, CCN4 (cellular communication network factor 4) [NCBI Gene 8840] {aka WISP1, WISP1-OT1, WISP1-UT1, WISP1c, WISP1i, WISP1tc}, FGF2 (fibroblast growth factor 2) [NCBI Gene 2247] {aka BFGF, FGF-2, FGFB, HBGF-2}, SLC7A5 (solute carrier family 7 member 5) [NCBI Gene 8140] {aka 4F2LC, CD98, D16S469E, E16, LAT1, MPE16}, HOXA9 (homeobox A9) [NCBI Gene 3205] {aka ABD-B, HOX1, HOX1.7, HOX1G}, DAPK1 (death associated protein kinase 1) [NCBI Gene 1612] {aka DAPK, ROCO3}, PC (pyruvate carboxylase) [NCBI Gene 5091] {aka PCB}, NEIL2 (nei like DNA glycosylase 2) [NCBI Gene 252969] {aka NEH2, NEI2}, PRC1 (protein regulator of cytokinesis 1) [NCBI Gene 9055] {aka ASE1, MAP65}, UNG (uracil DNA glycosylase) [NCBI Gene 7374] {aka DGU, HIGM4, HIGM5, UDG, UNG1, UNG15}, HOXB6 (homeobox B6) [NCBI Gene 3216] {aka HOX2, HOX2B, HU-2, Hox-2.2}, BCOR (BCL6 corepressor) [NCBI Gene 54880] {aka ANOP2, MAA2, MCOPS2}, BRIX1 (biogenesis of ribosomes BRX1) [NCBI Gene 55299] {aka BRIX, BXDC2}, USP7 (ubiquitin specific peptidase 7) [NCBI Gene 7874] {aka C16DELp13.2, DEL16P13.2, HAFOUS, HAUSP, TEF1}, CNTD1 (cyclin N-terminal domain containing 1) [NCBI Gene 124817] {aka CNTD, COSA1}, H2AC18 (H2A clustered histone 18) [NCBI Gene 8337] {aka H2A, H2A.2, H2A/O, H2A/q, H2AFO, H2a-615}, CHRD (chordin) [NCBI Gene 8646], BMP1 (bone morphogenetic protein 1) [NCBI Gene 649] {aka OI13, PCOLC, PCP, TLD}, KLF5 (KLF transcription factor 5) [NCBI Gene 688] {aka BTEB2, CKLF, IKLF}, H3C10 (H3 clustered histone 10) [NCBI Gene 8357] {aka H3/k, H3F1K, H3FK, HIST1H3H}, HOXB@ (homeobox B cluster) [NCBI Gene 3210] {aka HOX2@}, RELA (RELA proto-oncogene, NF-kB subunit) [NCBI Gene 5970] {aka AIF3BL3, CMCU, NFKB3, p65}, CD4 (CD4 molecule) [NCBI Gene 920] {aka CD4mut, IMD79, Leu-3, OKT4D, T4}, GPR68 (G protein-coupled receptor 68) [NCBI Gene 8111] {aka AI2A6, GPR12A, OGR1}, ZKSCAN4 (zinc finger with KRAB and SCAN domains 4) [NCBI Gene 387032] {aka P1P373C6, ZNF307, ZNF427, ZSCAN36}, HAGH (hydroxyacylglutathione hydrolase) [NCBI Gene 3029] {aka GLO2, GLO2D, GLX2, GLXII, HAGH1}, GPR75 (G protein-coupled receptor 75) [NCBI Gene 10936] {aka GPRchr2, WI31133}
- **Diseases:** autism (MESH:D001321), behavioral abnormalities (MESH:D001523), DD (MESH:C536170), Mendelian neurodevelopmental syndromes (MESH:D009386), autism spectrum disorder (MESH:D000067877), HAFOUS (MESH:C537270), immunodeficiency with hyper-IgM type 5 (MESH:D053306), adult myoclonic epilepsy (MESH:C567098), seizures (MESH:D012640), Mendelian (MESH:D030342), hypogonadism (MESH:D007006), neuroblastoma (MESH:D009447), dysmorphic facial (MESH:C565579), Mendelian disorder (MESH:D025861), USP7 deficiency (MESH:D007153), intellectual disability (MESH:D008607), glyoxalase II deficiency (MESH:C564215), phenotypes (MESH:C537393), amelogenesis imperfecta (MESH:D000567), autosomal dominant neurodevelopmental disorder (MESH:D002658), Rett, Kabuki, and Koolen-de Vries syndrome (MESH:C566476)
- **Chemicals:** streptomycin (MESH:D013307), penicillin (MESH:D010406), DMEM (-), glucose (MESH:D005947), poly(A) (MESH:D011061), bisulfite (MESH:C042345), agarose (MESH:D012685), L-glutamine (MESH:D005973), CO2 (MESH:D002245)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** p.Asp684Val, p.Leu516Phe, c.1548A>C, c.673-1G>C, Val485Gly, p.Lys420Glu, p.Leu238Arg, c.1258A>G, c.1988A>C, c.1357_1355delinsTCCTCCA, c.713T>G, c.2051A>T, c.3238G>A, c.2232_2235delGAGA, p.Glu663Ala
- **Cell lines:** SH-SY5Y — Homo sapiens (Human), Neuroblastoma, Cancer cell line (CVCL_0019)

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12963275/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC12963275/full.md

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Source: https://tomesphere.com/paper/PMC12963275