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An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients

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 ne...

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Autores principales: Li, Jonathan, Lim, Ryan G., Kaye, Julia A., Dardov, Victoria, Coyne, Alyssa N., Wu, Jie, Milani, Pamela, Cheng, Andrew, Thompson, Terri G., Ornelas, Loren, Frank, Aaron, Adam, Miriam, Banuelos, Maria G., Casale, Malcolm, Cox, Veerle, Escalante-Chong, Renan, Daigle, J. Gavin, Gomez, Emilda, Hayes, Lindsey, Holewenski, Ronald, Lei, Susan, Lenail, Alex, Lima, Leandro, Mandefro, Berhan, Matlock, Andrea, Panther, Lindsay, Patel-Murray, Natasha Leanna, Pham, Jacqueline, Ramamoorthy, Divya, Sachs, Karen, Shelley, Brandon, Stocksdale, Jennifer, Trost, Hannah, Wilhelm, Mark, Venkatraman, Vidya, Wassie, Brook T., Wyman, Stacia, Yang, Stephanie, Van Eyk, Jennifer E., Lloyd, Thomas E., Finkbeiner, Steven, Fraenkel, Ernest, Rothstein, Jeffrey D., Sareen, Dhruv, Svendsen, Clive N., Thompson, Leslie M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8554488/
https://www.ncbi.nlm.nih.gov/pubmed/34746695
http://dx.doi.org/10.1016/j.isci.2021.103221
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author Li, Jonathan
Lim, Ryan G.
Kaye, Julia A.
Dardov, Victoria
Coyne, Alyssa N.
Wu, Jie
Milani, Pamela
Cheng, Andrew
Thompson, Terri G.
Ornelas, Loren
Frank, Aaron
Adam, Miriam
Banuelos, Maria G.
Casale, Malcolm
Cox, Veerle
Escalante-Chong, Renan
Daigle, J. Gavin
Gomez, Emilda
Hayes, Lindsey
Holewenski, Ronald
Lei, Susan
Lenail, Alex
Lima, Leandro
Mandefro, Berhan
Matlock, Andrea
Panther, Lindsay
Patel-Murray, Natasha Leanna
Pham, Jacqueline
Ramamoorthy, Divya
Sachs, Karen
Shelley, Brandon
Stocksdale, Jennifer
Trost, Hannah
Wilhelm, Mark
Venkatraman, Vidya
Wassie, Brook T.
Wyman, Stacia
Yang, Stephanie
Van Eyk, Jennifer E.
Lloyd, Thomas E.
Finkbeiner, Steven
Fraenkel, Ernest
Rothstein, Jeffrey D.
Sareen, Dhruv
Svendsen, Clive N.
Thompson, Leslie M.
author_facet Li, Jonathan
Lim, Ryan G.
Kaye, Julia A.
Dardov, Victoria
Coyne, Alyssa N.
Wu, Jie
Milani, Pamela
Cheng, Andrew
Thompson, Terri G.
Ornelas, Loren
Frank, Aaron
Adam, Miriam
Banuelos, Maria G.
Casale, Malcolm
Cox, Veerle
Escalante-Chong, Renan
Daigle, J. Gavin
Gomez, Emilda
Hayes, Lindsey
Holewenski, Ronald
Lei, Susan
Lenail, Alex
Lima, Leandro
Mandefro, Berhan
Matlock, Andrea
Panther, Lindsay
Patel-Murray, Natasha Leanna
Pham, Jacqueline
Ramamoorthy, Divya
Sachs, Karen
Shelley, Brandon
Stocksdale, Jennifer
Trost, Hannah
Wilhelm, Mark
Venkatraman, Vidya
Wassie, Brook T.
Wyman, Stacia
Yang, Stephanie
Van Eyk, Jennifer E.
Lloyd, Thomas E.
Finkbeiner, Steven
Fraenkel, Ernest
Rothstein, Jeffrey D.
Sareen, Dhruv
Svendsen, Clive N.
Thompson, Leslie M.
collection PubMed
description 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.
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spelling pubmed-85544882021-11-05 An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients Li, Jonathan Lim, Ryan G. Kaye, Julia A. Dardov, Victoria Coyne, Alyssa N. Wu, Jie Milani, Pamela Cheng, Andrew Thompson, Terri G. Ornelas, Loren Frank, Aaron Adam, Miriam Banuelos, Maria G. Casale, Malcolm Cox, Veerle Escalante-Chong, Renan Daigle, J. Gavin Gomez, Emilda Hayes, Lindsey Holewenski, Ronald Lei, Susan Lenail, Alex Lima, Leandro Mandefro, Berhan Matlock, Andrea Panther, Lindsay Patel-Murray, Natasha Leanna Pham, Jacqueline Ramamoorthy, Divya Sachs, Karen Shelley, Brandon Stocksdale, Jennifer Trost, Hannah Wilhelm, Mark Venkatraman, Vidya Wassie, Brook T. Wyman, Stacia Yang, Stephanie Van Eyk, Jennifer E. Lloyd, Thomas E. Finkbeiner, Steven Fraenkel, Ernest Rothstein, Jeffrey D. Sareen, Dhruv Svendsen, Clive N. Thompson, Leslie M. iScience Article 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. Elsevier 2021-10-12 /pmc/articles/PMC8554488/ /pubmed/34746695 http://dx.doi.org/10.1016/j.isci.2021.103221 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Jonathan
Lim, Ryan G.
Kaye, Julia A.
Dardov, Victoria
Coyne, Alyssa N.
Wu, Jie
Milani, Pamela
Cheng, Andrew
Thompson, Terri G.
Ornelas, Loren
Frank, Aaron
Adam, Miriam
Banuelos, Maria G.
Casale, Malcolm
Cox, Veerle
Escalante-Chong, Renan
Daigle, J. Gavin
Gomez, Emilda
Hayes, Lindsey
Holewenski, Ronald
Lei, Susan
Lenail, Alex
Lima, Leandro
Mandefro, Berhan
Matlock, Andrea
Panther, Lindsay
Patel-Murray, Natasha Leanna
Pham, Jacqueline
Ramamoorthy, Divya
Sachs, Karen
Shelley, Brandon
Stocksdale, Jennifer
Trost, Hannah
Wilhelm, Mark
Venkatraman, Vidya
Wassie, Brook T.
Wyman, Stacia
Yang, Stephanie
Van Eyk, Jennifer E.
Lloyd, Thomas E.
Finkbeiner, Steven
Fraenkel, Ernest
Rothstein, Jeffrey D.
Sareen, Dhruv
Svendsen, Clive N.
Thompson, Leslie M.
An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title_full An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title_fullStr An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title_full_unstemmed An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title_short An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients
title_sort integrated multi-omic analysis of ipsc-derived motor neurons from c9orf72 als patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8554488/
https://www.ncbi.nlm.nih.gov/pubmed/34746695
http://dx.doi.org/10.1016/j.isci.2021.103221
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