@article{8eb8dad0d7e14ab98d22849ac19f2950,
title = "Enriched phenotypes in rare variant carriers suggest pathogenic mechanisms in rare disease patients",
abstract = "Background: The mechanistic pathways that give rise to the extreme symptoms exhibited by rare disease patients are complex, heterogeneous, and difficult to discern. Understanding these mechanisms is critical for developing treatments that address the underlying causes of diseases rather than merely the presenting symptoms. Moreover, the same dysfunctional series of interrelated symptoms implicated in rare recessive diseases may also lead to milder and potentially preventable symptoms in carriers in the general population. Seizures are a common and extreme phenotype that can result from diverse and often elusive pathways in patients with ultrarare or undiagnosed disorders. Methods: In this pilot study, we present an approach to understand the underlying pathways leading to seizures in patients from the Undiagnosed Diseases Network (UDN) by analyzing aggregated genotype and phenotype data from the UK Biobank (UKB). Specifically, we look for enriched phenotypes across UKB participants who harbor rare variants in the same gene known or suspected to be causally implicated in a UDN patient{\textquoteright}s recessively manifesting disorder. Analyzing these milder but related associated phenotypes in UKB participants can provide insight into the disease-causing mechanisms at play in rare disease UDN patients. Results: We present six vignettes of undiagnosed patients experiencing seizures as part of their recessive genetic condition. For each patient, we analyze a gene of interest: MPO, P2RX7, SQSTM1, COL27A1, PIGQ, or CACNA2D2, and find relevant symptoms associated with UKB participants. We discuss the potential mechanisms by which the digestive, skeletal, circulatory, and immune system abnormalities found in the UKB patients may contribute to the severe presentations exhibited by UDN patients. We find that in our set of rare disease patients, seizures may result from diverse, multi-step pathways that involve multiple body systems. Conclusions: Analyses of large-scale population cohorts such as the UKB can be a critical tool to further our understanding of rare diseases in general. Continued research in this area could lead to more precise diagnostics and personalized treatment strategies for patients with rare and undiagnosed conditions.",
keywords = "Compound heterozygous, Rare diseases, Recessive conditions, Seizures, Variant carriers",
author = "\{Undiagnosed Diseases Network\} and Lane Fitzsimmons and Stephan Zuchner and Zhe Zhang and Shinya Yamamoto and Kim Worley and Heidi Wood and Wolfe, \{Lynne A.\} and Jordan Whitlock and Wheeler, \{Matthew T.\} and Monte Westerfield and Tara Wenger and Mark Wener and Hubshman, \{Monika Weisz\} and Daniel Wegner and Ward, \{Patricia A.\} and Wangler, \{Michael F.\} and Jennifer Wambach and Walley, \{Nicole M.\} and Melissa Walker and Wahl, \{Colleen E.\} and Vogel, \{Tiphanie P.\} and Dave Viskochil and Matt Velinder and Adeline Vanderver and Ungar, \{Rachel A.\} and Tran, \{Alyssa A.\} and Camilo Toro and Tifft, \{Cynthia J.\} and Willa Thorson and Mustafa Tekin and Herman Taylor and Arjun Tarakad and Queenie Tan and Tabor, \{Holly K.\} and Virginia Sybert and Sweetser, \{David A.\} and Shirley Sutton and Sunyaev, \{Shamil R.\} and Kathleen Sullivan and Stoler, \{Joan M.\} and Andrew Stergachis and Spillmann, \{Rebecca C.\} and Ben Solomon and Lilianna Solnica-Krezel and Smith, \{Kevin S.\} and Smith, \{Carson A.\} and Cara Skraban and Tammi Skelton and Kathy Sisco and Giorgio Sirugo and Silverman, \{Edwin K.\} and Jimann Shin and Sam Sheppeard and Emily Shelkowitz and Vandana Shashi and Elaine Seto and Scott, \{Daryl A.\} and Kelly Schoch and Lisa Schimmenti and Timothy Schedl and Sampson, \{Jacinda B.\} and Marla Sabaii and Maura Ruzhnikov and Francis Rossignol and Elizabeth Rosenthal and Rosenfeld, \{Jill A.\} and Martin Rodriguez and Rodan, \{Lance H.\} and Lynette Rives and Reuter, \{Chloe M.\} and Adriana Rebelo and Wendy Raskind and Anna Raper and Rao, \{Deepak A.\} and Ramakrishnan Rajagopalan and Rader, \{Daniel J.\} and Aaron Quinlan and Swerdzewski, \{Barbara N.Pusey\} and Lorraine Potocki and Posey, \{Jennifer E.\} and Vairo, \{Filippo Pinto e.\} and Phillips, \{John A.\} and Leoyklang Petcharet and L{\'e}Shon Peart and Parker, \{Neil H.\} and Pallais, \{J. Carl\} and Stephen Pak and Laura Pace and Orengo, \{James P.\} and Devin Oglesbee and Donna Novacic and Dargie Nitsuh and Serena Neumann and Nelson, \{Stanley F.\} and Mariko Nakano-Okuno and Lindsay Mulvihill and Mulvihill, \{John J.\} and Marie Morimoto and Paolo Moretti and Breanna Mitchell and Ghayda Mirzaa and Danny Miller and Mohamad Mikati and Matthew Might and Ashley McMinn and Allyn McConkie-Rosell and Shruti Marwaha and Mart{\'i}nez-Agosto, \{Julian A.\} and Martin, \{Martin G.\} and Martin, \{Beth A.\} and Gabor Marth and Ronit Marom and Rong Mao and Malicdan, \{May Christine V.\} and Rachel Mahoney and Maghiro, \{Audrey Stephannie\} and Maduro, \{Valerie V.\} and MacRae, \{Calum A.\} and Macnamara, \{Ellen F.\} and Maas, \{Richard L.\} and Joseph Loscalzo and Nicola Longo and Pengfei Liu and Lewis, \{Richard A.\} and Leppig, \{Kathleen A.\} and Lee, \{Brendan H.\} and Kimberly LeBlanc and Kumarie Latchman and Lanza, \{Ian R.\} and Lanpher, \{Brendan C.\} and Christina Lam and Lalani, \{Seema R.\} and Elijah Kravets and Deborah Krakow and Susan Korrick and Bruce Korf and Kohler, \{Jennefer N.\} and Kohane, \{Isaac S.\} and Kobren, \{Shilpa N.\} and Eric Klee and Gonench Kilich and Dana Kiley and Shamika Ketkar and Yigit Karasozen and Oguz Kanca and Vaidehi Jobanputra and Orpa Jean-Marie and Suman Jayadev and Jarvik, \{Gail P.\} and Wendy Introne and Anna Hurst and Yan Huang and Alden Huang and Martha Horike-Pyne and Jason Hom and Holm, \{Ingrid A.\} and Hisama, \{Fuki M.\} and Anne Hing and Frances High and Nichole Hayes and Kelly Hassey and Neal Hanchard and Rizwan Hamid and Halley, \{Meghan C.\} and Andrea Gropman and Gonzalez, \{Joanna M.\} and Goddard, \{Page C.\} and Ian Glass and Emily Glanton and Rebecca Ganetzky and Gahl, \{William A.\} and Jiayu Fu and Fogel, \{Brent L.\} and Fisher, \{Paul G.\} and Fieg, \{Elizabeth L.\} and Kimberly Ezell and Cecilia Esteves and Eng, \{Christine M.\} and Emrick, \{Lisa T.\} and Dawn Earl and Douine, \{Emilie D.\} and Jessica Douglas and Naghmeh Dorrani and Daniel Doherty and Katrina Dipple and Dell{\textquoteright}Angelica, \{Esteban C.\} and Margaret Delgado and Joie Davis and Surendra Dasari and Kahlen Darr and Hongzheng Dai and Precilla D{\textquoteright}Souza and Vishnu Cuddapah and Crouse, \{Andrew B.\} and Craigen, \{William J.\} and Corona, \{Rosario I.\} and Brian Corner and Cole, \{F. Sessions\} and Matthew Coggins and Dustin Baldridge",
note = "Publisher Copyright: {\textcopyright} The Author(s) 2025.",
year = "2025",
month = dec,
doi = "10.1186/s13040-024-00418-5",
language = "English",
volume = "18",
journal = "BioData Mining",
issn = "1756-0381",
number = "1",
}