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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8554488 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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