TY - JOUR
T1 - Population-scale repeat expansions elucidate disease risk and brain atrophy
AU - MAYO-RGC Project Generation
AU - Mexico city Prospective Study
AU - Management
AU - Registry Principal Investigators
AU - Laboratory Operations
AU - Statistical Genetics, Bioinformatics
AU - PG Leadership Team
AU - Penn Medicine BioBank
AU - Genome Informatics
AU - Clinical Informatics
AU - Lab Operations
AU - Patient Recruitment, Regulatory Oversight
AU - PMBB Leadership Team
AU - Regeneron Genetics Center
AU - Business Operations, Administrative Coordinators
AU - Senior Partnerships, Business Operations
AU - Research Program Management, Strategic Initiatives
AU - Therapeutic Area Genetics
AU - Analytical Genetics, Data Science
AU - Genome Informatics, Data Engineering
AU - Sequencing, Lab Operations
AU - RGC Management, Leadership Team
AU - GHS-RGC DiscovEHR Collaboration
AU - Pounraja, Vijay Kumar
AU - Sul, Jae Hoon
AU - Herman, Joseph
AU - O’Keeffe, Sean
AU - Rajagopal, Veera
AU - Bai, Xiaodong
AU - Kessler, Michael D.
AU - Parikshak, Neelroop
AU - Landheer, Karl
AU - Zhang, Xingmin
AU - Yu, Sean
AU - Zhang, Lance
AU - LeBlanc, Michelle G.
AU - Rico-Varela, Jennifer
AU - Grau, Frederic
AU - Mutter, Robert W.
AU - Laack, Nadia N.
AU - Pereira, Naveen L.
AU - Harris, Peter C.
AU - Bower, James H.
AU - Bakkum-Gamez, Jamie
AU - Cliby, William A.
AU - Goode, Ellen L.
AU - Kaufmann, Scott H.
AU - Oberg, Ann L.
AU - Antwi, Samuel O.
AU - Dispenzieri, Angela
AU - Winham, Stacey
AU - Vachon, Celine M.
AU - Dowdy, Sean C.
AU - Badley, Andrew D.
AU - Kennedy, Richard B.
AU - Boardman, Lisa A.
AU - Lieske, John C.
AU - Bielinski, Suzette J.
AU - Chen, Wenan
AU - Boddicker, Nicholas J.
AU - Ruddy, Kathryn J.
AU - Lachance, Daniel H.
AU - Eckel Passow, Jeanette E.
AU - Frye, Mark A.
AU - Ross, Owen A.
AU - Vemuri, Prashanthi
AU - Karpyak, Victor M.
AU - Biernacka, Joanna M.
AU - Cicek, Mine
AU - Larson, Nicholas B.
AU - Olson, Janet E.
AU - Couch, Fergus J.
AU - Cerhan, James R.
N1 - Publisher Copyright:
© The Author(s) 2026.
PY - 2026/5/21
Y1 - 2026/5/21
N2 - Pathogenic expansions of short tandem repeats (STRs) cause over 70 neurological diseases1, 2–3. Here we performed a population-scale survey of pathogenic repeat expansions by analysing repeat length in 37 disease-associated STR loci in a diverse set of 1,020,833 samples using short-read sequencing whole-exome and whole-genome data. Consistent with previous findings, we found that the frequency of pathogenic repeats is higher than the prevalence of corresponding diseases for most loci4,5. Associations of repeat length with 7,671 binary traits captured known locus–trait associations, including HTT and Huntington’s disease, DMPK and myotonic disorders and C9orf72 and motor neuron disease, among others. Finally, we found that, even before disease diagnosis, repeat expansions in several loci strongly associate with increased levels of neurofilament light chain (NfL) and a loss of brain volume in specific disease-associated regions. For example, carriers of HTT expansions exhibited a 22.1% loss of putamen volume, and carriers of CACNA1A expansions showed a 24.6% loss of cerebellar volume. These observations suggest that both decreased brain volumes and increased NfL levels occur earlier than disease diagnosis. This study demonstrates the use of characterizing repeat expansions from short-read sequencing data in diverse population-scale cohorts and its application to epidemiology and clinical biomarker development.
AB - Pathogenic expansions of short tandem repeats (STRs) cause over 70 neurological diseases1, 2–3. Here we performed a population-scale survey of pathogenic repeat expansions by analysing repeat length in 37 disease-associated STR loci in a diverse set of 1,020,833 samples using short-read sequencing whole-exome and whole-genome data. Consistent with previous findings, we found that the frequency of pathogenic repeats is higher than the prevalence of corresponding diseases for most loci4,5. Associations of repeat length with 7,671 binary traits captured known locus–trait associations, including HTT and Huntington’s disease, DMPK and myotonic disorders and C9orf72 and motor neuron disease, among others. Finally, we found that, even before disease diagnosis, repeat expansions in several loci strongly associate with increased levels of neurofilament light chain (NfL) and a loss of brain volume in specific disease-associated regions. For example, carriers of HTT expansions exhibited a 22.1% loss of putamen volume, and carriers of CACNA1A expansions showed a 24.6% loss of cerebellar volume. These observations suggest that both decreased brain volumes and increased NfL levels occur earlier than disease diagnosis. This study demonstrates the use of characterizing repeat expansions from short-read sequencing data in diverse population-scale cohorts and its application to epidemiology and clinical biomarker development.
UR - https://www.scopus.com/pages/publications/105035850595
UR - https://www.scopus.com/pages/publications/105035850595#tab=citedBy
U2 - 10.1038/s41586-026-10345-6
DO - 10.1038/s41586-026-10345-6
M3 - Article
C2 - 41951733
AN - SCOPUS:105035850595
SN - 0028-0836
VL - 653
SP - 796
EP - 808
JO - Nature
JF - Nature
IS - 8115
ER -