TY - JOUR
T1 - Disease related changes in ATAC-seq of iPSC-derived motor neuron lines from ALS patients and controls
AU - the Answer ALS Consortium
AU - Tsitkov, Stanislav
AU - Valentine, Kelsey
AU - Kozareva, Velina
AU - Donde, Aneesh
AU - Frank, Aaron
AU - Lei, Susan
AU - Workman, Michael J.
AU - Lim, Ryan G.
AU - Wu, Jie
AU - Wu, Zhuoxing
AU - Ornelas, Loren
AU - Panther, Lindsay
AU - Galvez, Erick
AU - Perez, Daniel
AU - Meepe, Imara
AU - Valencia, Viviana
AU - Gomez, Emilda
AU - Liu, Chunyan
AU - Moran, Ruby
AU - Pinedo, Louis
AU - Ho, Richie
AU - Kaye, Julia A.
AU - Thompson, Terri
AU - Shear, Dillon
AU - Baloh, Robert
AU - Banuelos, Maria G.
AU - Garcia, Veronica
AU - Holewenski, Ronald
AU - Karpov, Oleg
AU - Manalo, Danica Mae
AU - Mandefro, Berhan
AU - Matlock, Andrea
AU - Pandey, Rakhi
AU - Sundararaman, Niveda
AU - Trost, Hannah
AU - Vaibhav, Vineet
AU - Venkatraman, Vidya
AU - Wang, Oliver
AU - Glass, Jonathan D.
AU - Jamil, Arish
AU - Amirani, Naufa
AU - Lima, Leandro
AU - Raja, Krishna
AU - Robinson, Wesley
AU - Thomas, Reuben
AU - Vertudes, Edward
AU - Wyman, Stacia
AU - Agurto, Carla
AU - Cecchi, Guillermo
AU - Norel, Raquel
AU - Ahmad, Omar
AU - Baxi, Emily G.
AU - Cerezo, Aianna
AU - Coyne, Alyssa N.
AU - Hayes, Lindsey
AU - Krakauer, John W.
AU - Maragakis, Nicholas
AU - Mosmiller, Elizabeth
AU - Roy, Promit
AU - Zeiler, Steven
AU - Adam, Miriam
AU - Albistami, Noura
AU - Ehrenberger, Tobias
AU - Huynh, Nhan
AU - New, Connie
AU - Lenail, Alex
AU - Li, Jonathan
AU - Patel-Murray, Natasha Leanna
AU - Raghav, Yogindra
AU - Ramamoorthy, Divya
AU - Im, Egun
AU - Sachs, Karen
AU - Wassie, Brook T.
AU - Berry, James
AU - Cudkowicz, Merit E.
AU - Farrar, Alanna
AU - Thrower, Sara
AU - Luppino, Sarah
AU - Pothier, Lindsay
AU - Sherman, Alexander V.
AU - Sinani, Ervin
AU - Vigneswaran, Prasha
AU - Yu, Hong
AU - Beavers, Jay C.
AU - Bellard, Mary
AU - Bruce, Elizabeth
AU - Ajroud-Driss, Senda
AU - Alibazoglu, Deniz
AU - Ben Joslin, Joslin
AU - Harms, Matthew B.
AU - Heintzman, Sarah
AU - Kolb, Stephen
AU - Prina, Carolyn
AU - Heitzman, Daragh
AU - Morgan, Todd
AU - Miramontes, Ricardo
AU - Stocksdale, Jennifer
AU - Wang, Keona
AU - Jockel-Balsarotti, Jennifer
AU - Karanja, Elizabeth
AU - Markway, Jesse
AU - McCallum, Molly
AU - Miller, Tim
AU - Roggenbuck, Jennifer
AU - E. Van Eyk, Jennifer
AU - Finkbeiner, Steve
AU - Rothstein, Jeffrey D.
AU - Thompson, Leslie M.
AU - Sareen, Dhruv
AU - Svendsen, Clive N.
AU - Fraenkel, Ernest
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/12
Y1 - 2024/12
N2 - Amyotrophic Lateral Sclerosis (ALS), like many other neurodegenerative diseases, is highly heritable, but with only a small fraction of cases explained by monogenic disease alleles. To better understand sporadic ALS, we report epigenomic profiles, as measured by ATAC-seq, of motor neuron cultures derived from a diverse group of 380 ALS patients and 80 healthy controls. We find that chromatin accessibility is heavily influenced by sex, the iPSC cell type of origin, ancestry, and the inherent variance arising from sequencing. Once these covariates are corrected for, we are able to identify ALS-specific signals in the data. Additionally, we find that the ATAC-seq data is able to predict ALS disease progression rates with similar accuracy to methods based on biomarkers and clinical status. These results suggest that iPSC-derived motor neurons recapitulate important disease-relevant epigenomic changes.
AB - Amyotrophic Lateral Sclerosis (ALS), like many other neurodegenerative diseases, is highly heritable, but with only a small fraction of cases explained by monogenic disease alleles. To better understand sporadic ALS, we report epigenomic profiles, as measured by ATAC-seq, of motor neuron cultures derived from a diverse group of 380 ALS patients and 80 healthy controls. We find that chromatin accessibility is heavily influenced by sex, the iPSC cell type of origin, ancestry, and the inherent variance arising from sequencing. Once these covariates are corrected for, we are able to identify ALS-specific signals in the data. Additionally, we find that the ATAC-seq data is able to predict ALS disease progression rates with similar accuracy to methods based on biomarkers and clinical status. These results suggest that iPSC-derived motor neurons recapitulate important disease-relevant epigenomic changes.
UR - http://www.scopus.com/inward/record.url?scp=85192036420&partnerID=8YFLogxK
U2 - 10.1038/s41467-024-47758-8
DO - 10.1038/s41467-024-47758-8
M3 - Article
C2 - 38697975
AN - SCOPUS:85192036420
SN - 2041-1723
VL - 15
JO - Nature communications
JF - Nature communications
IS - 1
M1 - 3606
ER -