Distinguishing benign from pathogenic duplications involving GPR101 and VGLL1-adjacent enhancers in the clinical setting with the bioinformatic tool POSTRE. - 2026
Distinguishing benign from pathogenic duplications involving GPR101 and VGLL1-adjacent enhancers in the clinical setting with the bioinformatic tool POSTRE.
[en] Structural variants (SVs) that disrupt topologically associating domains can cause disease by rewiring enhancer-promoter interactions. Duplications involving GPR101 are known to cause X-linked acrogigantism (X-LAG) through ectopic GPR101 expression, but not all of these duplications are pathogenic. This presents a diagnostic challenge, especially in the prenatal setting. We evaluated POSTRE, a tool that predicts the regulatory impact of SVs, to distinguish pathogenic from benign GPR101 duplications. We analyzed seven non-pathogenic duplications and 27 known X-LAG-associated duplications. To enable predictions in an X-LAG-relevant tissue, enhancer maps built using H3K27ac ChIP-seq, ATAC-seq, and RNA-seq data derived from human anterior pituitary samples (NIH research protocol 97-CH-0076, Clinicaltrials.gov Identifier NCT00001595, submitted on 11 March 1999) were integrated into POSTRE. POSTRE correctly classified all 34 duplications as benign or pathogenic. In addition, one X-LAG case with mild clinical features (i.e. severe growth hormone hypersecretion without pituitary tumorigenesis) was found to include only 2/5 VGLL1 enhancers, whereas all typical X-LAG cases had ≥4 enhancers duplicated. This suggests that partial enhancer hijacking at VGLL1 could explain the different clinical features in this individual. These findings support the utility of POSTRE to support diagnostic pipelines when interpreting SVs affecting chromatin architecture in pituitary disease and highlight its potential to reduce uncertainty in genetic counseling without requiring chromatin conformation capture assays.
Disciplines :
Endocrinology, metabolism & nutrition
Author, co-author :
Trivellin, Giampaolo; Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, Pieve Emanuele, Milan, Italy. giampaolo.trivellin@hunimed.eu ; IRCCS Humanitas Research Hospital, Translational Endocrinology and Metabolism Lab, via Manzoni 56, Rozzano, Milan, Italy. giampaolo.trivellin@hunimed.eu
Sánchez-Gaya, Víctor; Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Albert Einstein 22, Santander, Spain
Grasso, Alexia; IRCCS Humanitas Research Hospital, Translational Endocrinology and Metabolism Lab, via Manzoni 56, Rozzano, Milan, Italy
Pasińska, Magdalena; Department of Clinical Genetics, Faculty of Medicine, Collegium Medicum in Bydgoszcz, Nicolaus Copernicus University, Bydgoszcz, Poland
Stratakis, Constantine A; Human Genetics & Precision Medicine, Institute of Molecular Biology and Biotechnology (IMBB), Foundation for Research and Technology Hellas (FORTH), Heraklion, Greece
Milnes, Di; Genetic Health Queensland, Royal Brisbane Women's Hospital, Brisbane, QLD, Australia
Kirk, Edwin P; NSW Health Pathology East Genomics, Randwick, NSW, Australia ; School of Clinical Medicine, University of New South Wales, Randwick, NSW, Australia
Beckers, Albert ; Université de Liège - ULiège > Département des sciences cliniques
Lania, Andrea G; Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, Pieve Emanuele, Milan, Italy ; IRCCS Humanitas Research Hospital, Translational Endocrinology and Metabolism Lab, via Manzoni 56, Rozzano, Milan, Italy
Pétrossians, Patrick ; Université de Liège - ULiège > Département des sciences cliniques > Endocrinologie
Rada-Iglesias, Alvaro; Institute of Biomedicine and Biotechnology of Cantabria (IBBTEC), CSIC/Universidad de Cantabria, Albert Einstein 22, Santander, Spain
Franke, Martin; Andalusian Center for Developmental Biology (CABD), Junta de Andaluciıa- Universidad Pablo de Olavide (UPO) - Consejo Superior de Investigaciones Científicas (CSIC), Seville, Spain
Daly, Adrian ; Université de Liège - ULiège > Département des sciences cliniques
Distinguishing benign from pathogenic duplications involving GPR101 and VGLL1-adjacent enhancers in the clinical setting with the bioinformatic tool POSTRE.
Fondazione Telethon MIUR - Ministero dell'Istruzione, dell'Università e della Ricerca NICHD - National Institutes of Health. Eunice Kennedy Shriver National Institute of Child Health and Human Development La Caixa Foundation CHU Liège - Centre Hospitalier Universitaire de Liège ULiège - Université de Liège
Dixon JR et al. Topological domains in mammalian genomes identified by analysis of chromatin interactions Nature 2012 485 376 380 22495300 3356448
Nora EP Dekker J Heard E Segmental folding of chromosomes: a basis for structural and regulatory chromosomal neighborhoods? Bioessays 2013 35 818 828 23832846 3874840
Lupianez DG Spielmann M Mundlos S Breaking TADs: how alterations of chromatin domains result in disease Trends Genet 2016 32 225 237 26862051
Weischenfeldt J Ibrahim DM When 3D genome changes cause disease: the impact of structural variations in congenital disease and cancer Curr. Opin. Genet Dev. 2023 80 102048 37156210
Spielmann M Lupianez DG Mundlos S Structural variation in the 3D genome Nat. Rev. Genet 2018 19 453 467 29692413
D’Haene E Vergult S Interpreting the impact of noncoding structural variation in neurodevelopmental disorders Genet. Med. 2021 23 34 46 32973355
Valton AL Dekker J TAD disruption as oncogenic driver Curr. Opin. Genet Dev. 2016 36 34 40 27111891 4880504
Matharu N Ahituv N Minor loops in major folds: enhancer-promoter looping, chromatin restructuring, and their association with transcriptional regulation and disease PLoS Genet. 2015 11 e1005640 26632825 4669122
Rajderkar S et al. Topologically associating domain boundaries are required for normal genome function Commun. Biol. 2023 6 435 37081156 10119121
Trivellin G et al. Gigantism and acromegaly due to Xq26 microduplications and GPR101 mutation N. Engl. J. Med. 2014 371 2363 2374 25470569 4291174
Caruso M et al. Case report: management of pediatric gigantism caused by the TADopathy, X-linked acrogigantism Front. Endocrinol. (Lausanne) 2024 15 1345363 38481440 10932951
Franke M et al. Duplications disrupt chromatin architecture and rewire GPR101-enhancer communication in X-linked acrogigantism Am. J. Hum. Genet 2022 109 553 570 35202564 9069129
Dimartino P et al. Structural Variants at the LMNB1 locus: deciphering pathomechanisms in autosomal dominant adult-onset demyelinating leukodystrophy Ann. Neurol. 2024 96 855 870 39078102
Daly AF et al. Chromatin conformation capture in the clinic: 4C-seq/HiC distinguishes pathogenic from neutral duplications at the GPR101 locus Genome Med 2024 16 112 39272130 11396275
Sanchez-Gaya V Rada-Iglesias A POSTRE: a tool to predict the pathological effects of human structural variants Nucleic Acids Res 2023 51 e54 36999617 10201441
Iacovazzo D et al. Germline or somatic GPR101 duplication leads to X-linked acrogigantism: a clinico-pathological and genetic study Acta Neuropathol. Commun. 2016 4 56 27245663 4888203
Burren CP Williams G Coxson E Korbonits M Effective long-term pediatric pegvisomant monotherapy to final height in x-linked acrogigantism JCEM Case Rep. 2023 1 luad028 37908565 10580488
Mayran A et al. Pioneer factor Pax7 deploys a stable enhancer repertoire for specification of cell fate Nat. Genet. 2018 50 259 269 29358650
Vermunt MW et al. Large-scale identification of coregulated enhancer networks in the adult human brain Cell Rep. 2014 9 767 779 25373911
Sanchez-Gaya V Mariner-Fauli M Rada-Iglesias A Rare or overlooked? structural disruption of regulatory domains in human neurocristopathies Front. Genet. 2020 11 688 32765580 7379850
Hilditch C Curtis S Cotton S LeBlanc S De Sousa S Non-penetrant Xq26.3 duplication involving the invariant TAD border: clinical evidence for the VGLL1 region as the GPR101 pituitary enhancer of X-linked acrogigantism Pituitary 2025 28 85 40684399 12277222
Ong CT Corces VG CTCF: an architectural protein bridging genome topology and function Nat. Rev. Genet. 2014 15 234 246 24614316 4610363
Ren G et al. CTCF-Mediated enhancer-promoter interaction is a critical regulator of cell-to-cell variation of gene expression Mol. Cell 2017 67 1049 1058 28938092 5828172
Paliou C et al. Preformed chromatin topology assists transcriptional robustness of Shh during limb development Proc. Natl. Acad. Sci. USA 2019 116 12390 12399 31147463 6589666
Trivellin G Hernandez-Ramirez LC Swan J Stratakis CA An orphan G-protein-coupled receptor causes human gigantism and/or acromegaly: moleCular biology and clinical correlations Best. Pr. Res. Clin. Endocrinol. Metab. 2018 32 125 140
Daly AF Beckers A The genetic pathophysiology and clinical management of the tadopathy, x-linked acrogigantism Endocr. Rev. 2024 45 737 754 38696651
Daly AF et al. GHRH excess and blockade in X-LAG syndrome Endocr. Relat. Cancer 2016 23 161 170 26671997
Abboud D et al. GPR101 drives growth hormone hypersecretion and gigantism in mice via constitutive activation of Gs and Gq/11 Nat. Commun. 2020 11 4752 32958754 7506554
Trivellin G et al. Characterization of GPR101 transcript structure and expression patterns J. Mol. Endocrinol. 2016 57 97 111 27282544 4959428
Blayney JW et al. Super-enhancers include classical enhancers and facilitators to fully activate gene expression Cell 2023 186 5826 5839 38101409 10858684
Peng Y Zhang Y Enhancer and super-enhancer: positive regulators in gene transcription Anim. Model Exp. Med. 2018 1 169 179
Plaisancie, J. et al. Structural variant disrupting the expression of the remote FOXC1 gene in a patient with syndromic complex microphthalmia. Int. J. Mol. Sci.25 (2024). https://doi.org/10.3390/ijms25052669.
Hamerlinck, L. et al. Non-coding structural variants identify a commonly affected regulatory region steering FOXG1 transcription in early neurodevelopment. medRxiv, 2025.2003.20 https://doi.org/10.1101/2025.03.10.25323301.
Carballo-Pacoret P Carracedo A Rodriguez-Fontenla C Unraveling the three-dimensional (3D) genome architecture in Neurodevelopmental Disorders (NDDs) Neurogenetics 2024 25 293 305 10.1007/s10048-024-00774-8 39190242
Zhang L et al. Three-dimensional genome landscape comprehensively reveals patterns of spatial gene regulation in papillary and anaplastic thyroid cancers: a study using representative cell lines for each cancer type Cell Mol. Biol. Lett. 2023 28 1 36609218 9825046
Lima AC et al. Deletion of an evolutionarily conserved TAD boundary impacts spermatogenesis in mice Biol. Reprod. 2025 112 767 779 39903672 11996757
de Bruijn SE et al. Structural variants create new topological-associated domains and ectopic retinal enhancer-gene contact in dominant retinitis pigmentosa Am. J. Hum. Genet. 2020 107 802 814 33022222 7675008
Beckers A et al. X-linked acrogigantism syndrome: clinical profile and therapeutic responses Endocr. Relat. Cancer 2015 22 353 367 25712922 4433400
Naves LA et al. Aggressive tumor growth and clinical evolution in a patient with X-linked acro-gigantism syndrome Endocrine 2016 51 236 244 26607152
Trarbach EB et al. Genetics, clinical features and outcomes of non-syndromic pituitary gigantism: experience of a single center from Sao Paulo, Brazil Pituitary 2021 24 252 261 33156432
Gordon RJ et al. Childhood acromegaly due to X-linked acrogigantism: long term follow-up Pituitary 2016 19 560 564 27631333 5244823
Liang H et al. A Chinese Case of X-Linked Acrogigantism and Systematic Review Neuroendocrinology 2021 111 1164 1175 33049741
Pasinska M et al. Clinical importance of acgh in genetic counselling of children with psychomotor retardation Appl Clin. Genet. 2022 15 27 38 35603035 9116409
Yu, S. et al. The 3D Genome Browser 2.0: an enhanced online platform for visualizing and analyzing 3D genome architecture. Nucleic Acids Res (2025). https://doi.org/10.1093/nar/gkaf1109.
Perez G et al. The UCSC Genome Browser database: 2025 update Nucleic Acids Res. 2025 53 D1243 D1249 10.1093/nar/gkae974 39460617 11701590
Fulco CP et al. Activity-by-contact model of enhancer-promoter regulation from thousands of CRISPR perturbations Nat. Genet. 2019 51 1664 1669 31784727 6886585