TY - JOUR
T1 - An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
AU - The NeuroLINCS Consortium
AU - NYGC ALS Consortium
AU - Phatnani, Hemali
AU - Kwan, Justin
AU - Sareen, Dhruv
AU - Broach, James R.
AU - Simmons, Zachary
AU - Arcila-Londono, Ximena
AU - Lee, Edward B.
AU - Van Deerlin, Vivianna M.
AU - Shneider, Neil A.
AU - Fraenkel, Ernest
AU - Ostrow, Lyle W.
AU - Baas, Frank
AU - Zaitlen, Noah
AU - Berry, James D.
AU - Malaspina, Andrea
AU - Fratta, Pietro
AU - Cox, Gregory A.
AU - Thompson, Leslie M.
AU - Finkbeiner, Steve
AU - Dardiotis, Efthimios
AU - Miller, Timothy M.
AU - Chandran, Siddharthan
AU - Pal, Suvankar
AU - Hornstein, Eran
AU - MacGowan, Daniel J.
AU - Heiman-Patterson, Terry
AU - Hammell, Molly G.
AU - Patsopoulos, Nikolaos A.
AU - Butovsky, Oleg
AU - Dubnau, Joshua
AU - Nath, Avindra
AU - Bowser, Robert
AU - Harms, Matt
AU - Poss, Mary
AU - Phillips-Cremins, Jennifer
AU - Crary, John
AU - Atassi, Nazem
AU - Lange, Dale J.
AU - Adams, Darius J.
AU - Stefanis, Leonidas
AU - Gotkine, Marc
AU - Baloh, Robert H.
AU - Babu, Suma
AU - Raj, Towfique
AU - Paganoni, Sabrina
AU - Shalem, Ophir
AU - Smith, Colin
AU - Zhang, Bin
AU - Harris, Brent
AU - Broce, Iris
N1 - Publisher Copyright:
© 2021 The Authors
PY - 2021/11/19
Y1 - 2021/11/19
N2 - Neurodegenerative diseases are challenging for systems biology because of the lack of reliable animal models or patient samples at early disease stages. Induced pluripotent stem cells (iPSCs) could address these challenges. We investigated DNA, RNA, epigenetics, and proteins in iPSC-derived motor neurons from patients with ALS carrying hexanucleotide expansions in C9ORF72. Using integrative computational methods combining all omics datasets, we identified novel and known dysregulated pathways. We used a C9ORF72 Drosophila model to distinguish pathways contributing to disease phenotypes from compensatory ones and confirmed alterations in some pathways in postmortem spinal cord tissue of patients with ALS. A different differentiation protocol was used to derive a separate set of C9ORF72 and control motor neurons. Many individual -omics differed by protocol, but some core dysregulated pathways were consistent. This strategy of analyzing patient-specific neurons provides disease-related outcomes with small numbers of heterogeneous lines and reduces variation from single-omics to elucidate network-based signatures.
AB - Neurodegenerative diseases are challenging for systems biology because of the lack of reliable animal models or patient samples at early disease stages. Induced pluripotent stem cells (iPSCs) could address these challenges. We investigated DNA, RNA, epigenetics, and proteins in iPSC-derived motor neurons from patients with ALS carrying hexanucleotide expansions in C9ORF72. Using integrative computational methods combining all omics datasets, we identified novel and known dysregulated pathways. We used a C9ORF72 Drosophila model to distinguish pathways contributing to disease phenotypes from compensatory ones and confirmed alterations in some pathways in postmortem spinal cord tissue of patients with ALS. A different differentiation protocol was used to derive a separate set of C9ORF72 and control motor neurons. Many individual -omics differed by protocol, but some core dysregulated pathways were consistent. This strategy of analyzing patient-specific neurons provides disease-related outcomes with small numbers of heterogeneous lines and reduces variation from single-omics to elucidate network-based signatures.
UR - http://www.scopus.com/inward/record.url?scp=85123258016&partnerID=8YFLogxK
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U2 - 10.1016/j.isci.2021.103221
DO - 10.1016/j.isci.2021.103221
M3 - Article
C2 - 34746695
AN - SCOPUS:85123258016
SN - 2589-0042
VL - 24
JO - iScience
JF - iScience
IS - 11
M1 - 103221
ER -