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. 2025 Oct 7:S0092-8674(25)01080-3.
doi: 10.1016/j.cell.2025.09.012. Online ahead of print.

Genetic modifiers and ascertainment drive variable expressivity of complex disorders

Matthew Jensen  1 Corrine Smolen  1 Anastasia Tyryshkina  1 Lucilla Pizzo  1 Jiawan Sun  1 Serena Noss  1 Deepro Banerjee  1 Matthew Oetjens  2 Hermela Shimelis  2 Cora M Taylor  2 Vijay Kumar Pounraja  1 Hyebin Song  3 Laura Rohan  1 Emily Huber  1 Laila El Khattabi  4 Ingrid van de Laar  5 Rafik Tadros  5 Connie R Bezzina  6 Marjon van Slegtenhorst  5 Janneke Kammeraad  5 Paolo Prontera  7 Jean-Hubert Caberg  8 Harry Fraser  9 Siddharth Banka  10 Anke Van Dijck  11 Charles Schwartz  12 Els Voorhoeve  13 Patrick Callier  14 Anne-Laure Mosca-Boidron  14 Nathalie Marle  14 Mathilde Lefebvre  14 Kate Pope  15 Penny Snell  15 Amber Boys  15 Paul J Lockhart  16 Myla Ashfaq  17 Elizabeth McCready  18 Margaret Nowacyzk  18 Lucia Castiglia  19 Ornella Galesi  19 Emanuela Avola  19 Teresa Mattina  20 Marco Fichera  21 Maria Grazia Bruccheri  19 Giuseppa Maria Luana Mandarà  22 Francesca Mari  23 Flavia Privitera  23 Ilaria Longo  23 Aurora Curró  23 Alessandra Renieri  23 Boris Keren  24 Perrine Charles  24 Silvestre Cuinat  25 Mathilde Nizon  25 Olivier Pichon  25 Claire Bénéteau  25 Radka Stoeva  26 Dominique Martin-Coignard  26 Sophia Blesson  27 Cedric Le Caignec  28 Sandra Mercier  25 Marie Vincent  25 Christa L Martin  2 Katrin Mannik  29 Alexandre Reymond  30 Laurence Faivre  31 Erik Sistermans  13 R Frank Kooy  11 David J Amor  16 Corrado Romano  21 Joris Andrieux  32 Santhosh Girirajan  33
Affiliations
Free article

Genetic modifiers and ascertainment drive variable expressivity of complex disorders

Matthew Jensen et al. Cell. .
Free article

Abstract

Variable expressivity of disease-associated variants implies a role for secondary variants that modify clinical features. We assessed the effects of modifier variants on the clinical outcomes of 2,455 individuals with primary variants. Among 124 families with the 16p12.1 deletion, distinct rare and common variant classes conferred risks for specific developmental features, including short tandem repeats for neurological defects. Network analysis suggested distinct mechanisms involving 16p12.1 genes and secondary variants specific to each proband. Within disease and population cohorts of 976 individuals with the 16p12.1 deletion, we found opposing effects of secondary variants on clinical features across ascertainments. Additional analysis of 1,479 probands with other primary variants, such as the 16p11.2 deletion and CHD8 variants, and 1,528 probands without primary variants showed that phenotypic associations differed by primary variant context and were influenced by synergistic interactions between primary and secondary variants. Our study provides a paradigm to dissect the personalized genomic architecture of complex disorders.

Keywords: ascertainment; autism spectrum disorder; complex disease; copy-number variants; modifiers; multi-hit model; neurodevelopmental; rare variants; variable expressivity.

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Conflict of interest statement

Declaration of interests The authors declare no competing interests.

Update of

  • Genetic modifiers and ascertainment drive variable expressivity of complex disorders.
    Jensen M, Smolen C, Tyryshkina A, Pizzo L, Banerjee D, Oetjens M, Shimelis H, Taylor CM, Pounraja VK, Song H, Rohan L, Huber E, El Khattabi L, van de Laar I, Tadros R, Bezzina C, van Slegtenhorst M, Kammeraad J, Prontera P, Caberg JH, Fraser H, Banka S, Van Dijck A, Schwartz C, Voorhoeve E, Callier P, Mosca-Boidron AL, Marle N, Lefebvre M, Pope K, Snell P, Boys A, Lockhart PJ, Ashfaq M, McCready E, Nowacyzk M, Castiglia L, Galesi O, Avola E, Mattina T, Fichera M, Bruccheri MG, Mandarà GML, Mari F, Privitera F, Longo I, Curró A, Renieri A, Keren B, Charles P, Cuinat S, Nizon M, Pichon O, Bénéteau C, Stoeva R, Martin-Coignard D, Blesson S, Le Caignec C, Mercier S, Vincent M, Martin C, Mannik K, Reymond A, Faivre L, Sistermans E, Kooy RF, Amor DJ, Romano C, Andrieux J, Girirajan S. Jensen M, et al. medRxiv [Preprint]. 2024 Aug 28:2024.08.27.24312158. doi: 10.1101/2024.08.27.24312158. medRxiv. 2024. Update in: Cell. 2025 Oct 7:S0092-8674(25)01080-3. doi: 10.1016/j.cell.2025.09.012. PMID: 39252907 Free PMC article. Updated. Preprint.

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