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1. Answer ALS, a large-scale resource for sporadic and familial ALS combining clinical and multi-omics data from induced pluripotent cell lines

Author

Baxi, Emily G, Thompson, Terri, Li, Jonathan, Kaye, Julia A, Lim, Ryan G, Wu, Jie, Ramamoorthy, Divya, Lima, Leandro, Vaibhav, Vineet, Matlock, Andrea, Frank, Aaron, Coyne, Alyssa N, Landin, Barry, Ornelas, Loren, Mosmiller, Elizabeth, Thrower, Sara, Farr, S Michelle, Panther, Lindsey, Gomez, Emilda, Galvez, Erick, Perez, Daniel, Meepe, Imara, Lei, Susan, Mandefro, Berhan, Trost, Hannah, Pinedo, Louis, Banuelos, Maria G, Liu, Chunyan, Moran, Ruby, Garcia, Veronica, Workman, Michael, Ho, Richie, Wyman, Stacia, Roggenbuck, Jennifer, Harms, Matthew B, Stocksdale, Jennifer, Miramontes, Ricardo, Wang, Keona, Venkatraman, Vidya, Holewenski, Ronald, Sundararaman, Niveda, Pandey, Rakhi, Manalo, Danica-Mae, Donde, Aneesh, Huynh, Nhan, Adam, Miriam, Wassie, Brook T, Vertudes, Edward, Amirani, Naufa, Raja, Krishna, Thomas, Reuben, Hayes, Lindsey, Lenail, Alex, Cerezo, Aianna, Luppino, Sarah, Farrar, Alanna, Pothier, Lindsay, Prina, Carolyn, Morgan, Todd, Jamil, Arish, Heintzman, Sarah, Jockel-Balsarotti, Jennifer, Karanja, Elizabeth, Markway, Jesse, McCallum, Molly, Joslin, Ben, Alibazoglu, Deniz, Kolb, Stephen, Ajroud-Driss, Senda, Baloh, Robert, Heitzman, Daragh, Miller, Tim, Glass, Jonathan D, Patel-Murray, Natasha Leanna, Yu, Hong, Sinani, Ervin, Vigneswaran, Prasha, Sherman, Alexander V, Ahmad, Omar, Roy, Promit, Beavers, Jay C, Zeiler, Steven, Krakauer, John W, Agurto, Carla, Cecchi, Guillermo, Bellard, Mary, Raghav, Yogindra, Sachs, Karen, Ehrenberger, Tobias, Bruce, Elizabeth, Cudkowicz, Merit E, Maragakis, Nicholas, Norel, Raquel, Van Eyk, Jennifer E, Finkbeiner, Steven, Berry, James, Sareen, Dhruv, Thompson, Leslie M, Fraenkel, Ernest, and Svendsen, Clive N

Subjects
Stem Cell Research, Rare Diseases, Stem Cell Research - Induced Pluripotent Stem Cell, ALS, Clinical Research, Neurodegenerative, Genetics, Neurosciences, Human Genome, Stem Cell Research - Induced Pluripotent Stem Cell - Human, Brain Disorders, Neurological, Generic health relevance, Good Health and Well Being, Amyotrophic Lateral Sclerosis, Cell Line, Humans, Induced Pluripotent Stem Cells, Motor Neurons, Psychology, Cognitive Sciences, Neurology & Neurosurgery
Abstract

Answer ALS is a biological and clinical resource of patient-derived, induced pluripotent stem (iPS) cell lines, multi-omic data derived from iPS neurons and longitudinal clinical and smartphone data from over 1,000 patients with ALS. This resource provides population-level biological and clinical data that may be employed to identify clinical-molecular-biochemical subtypes of amyotrophic lateral sclerosis (ALS). A unique smartphone-based system was employed to collect deep clinical data, including fine motor activity, speech, breathing and linguistics/cognition. The iPS spinal neurons were blood derived from each patient and these cells underwent multi-omic analytics including whole-genome sequencing, RNA transcriptomics, ATAC-sequencing and proteomics. The intent of these data is for the generation of integrated clinical and biological signatures using bioinformatics, statistics and computational biology to establish patterns that may lead to a better understanding of the underlying mechanisms of disease, including subgroup identification. A web portal for open-source sharing of all data was developed for widespread community-based data analytics.

Published
2022

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

Author

Consortium, The NeuroLINCS, Phatnani, Hemali, Kwan, Justin, Sareen, Dhruv, Broach, James R, Simmons, Zachary, Arcila-Londono, Ximena, Lee, Edward B, Van Deerlin, Vivianna M, Shneider, Neil A, Fraenkel, Ernest, Ostrow, Lyle W, Baas, Frank, Zaitlen, Noah, Berry, James D, Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A, Thompson, Leslie M, Finkbeiner, Steve, Dardiotis, Efthimios, Miller, Timothy M, Chandran, Siddharthan, Pal, Suvankar, Hornstein, Eran, MacGowan, Daniel J, Heiman-Patterson, Terry, Hammell, Molly G, Patsopoulos, Nikolaos A, Butovsky, Oleg, Dubnau, Joshua, Nath, Avindra, Bowser, Robert, Harms, Matt, Poss, Mary, Phillips-Cremins, Jennifer, Crary, John, Atassi, Nazem, Lange, Dale J, Adams, Darius J, Stefanis, Leonidas, Gotkine, Marc, Baloh, Robert H, Babu, Suma, Raj, Towfique, Paganoni, Sabrina, Shalem, Ophir, Smith, Colin, Zhang, Bin, Harris, Brent, Broce, Iris, Drory, Vivian, Ravits, John, McMillan, Corey, Menon, Vilas, Wu, Lani, Altschuler, Steven, 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, Consortium, NYGC ALS, Van Eyk, Jennifer E, Lloyd, Thomas E, and Finkbeiner, Steven

Subjects
Biological Sciences, Biomedical and Clinical Sciences, Genetics, Dementia, ALS, Neurodegenerative, Stem Cell Research - Induced Pluripotent Stem Cell - Human, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Brain Disorders, Stem Cell Research, Rare Diseases, Neurosciences, Stem Cell Research - Induced Pluripotent Stem Cell, Acquired Cognitive Impairment, Aging, 2.1 Biological and endogenous factors, 1.1 Normal biological development and functioning, Neurological, Good Health and Well Being, NeuroLINCS Consortium, NYGC ALS Consortium, Biological sciences, Neuroscience, Omics, Systems biology, Systems neuroscience
Abstract

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.

Published
2021

4. Graph-Sparse Logistic Regression

Author

LeNail, Alexander, Schmidt, Ludwig, Li, Johnathan, Ehrenberger, Tobias, Sachs, Karen, Jegelka, Stefanie, and Fraenkel, Ernest

Subjects
Computer Science - Learning, Statistics - Machine Learning
Abstract

We introduce Graph-Sparse Logistic Regression, a new algorithm for classification for the case in which the support should be sparse but connected on a graph. We val- idate this algorithm against synthetic data and benchmark it against L1-regularized Logistic Regression. We then explore our technique in the bioinformatics context of proteomics data on the interactome graph. We make all our experimental code public and provide GSLR as an open source package., Comment: 7 pages, 2 figures, NIPS DISCML workshop paper

Published
2017

5. Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data.

Author

Divya Ramamoorthy, Kristen Severson, Soumya Ghosh, Karen Sachs, Emily G. Baxi, Alyssa N. Coyne, Elizabeth Mosmiller, Lindsey Hayes, Aianna Cerezo, Omar Ahmad, Promit Roy, Steven Zeiler, John W. Krakauer, Jonathan Li 0008, Aneesh Donde, Nhan Huynh, Miriam Adam, Brook T. Wassie, Alexander LeNail, Natasha Leanna Patel-Murray, Yogindra Raghav, Velina Kozareva, Stanislav Tsitkov, Tobias Ehrenberger, Julia A. Kaye, Leandro Lima, Stacia K. Wyman, Edward Vertudes, Naufa Amirani, Krishna Raja, Reuben Thomas, Ryan G. Lim, Ricardo Miramontes, Jie Wu, Vineet Vaibhav, Andrea Matlock, Vidya Venkatraman, Ronald Holewenski, Niveda Sundararaman, Rakhi Pandey, Danica-Mae Manalo, Aaron Frank, Loren Ornelas, Lindsey Panther, Emilda Gomez, Erick Galvez, Daniel Pérez, Imara Meepe, Susan Lei, Louis Pinedo, Chunyan Liu, Ruby Moran, Dhruv Sareen, Barry Landin, Carla Agurto, Guillermo A. Cecchi, Raquel Norel, Sara Thrower, Sarah Luppino, Alanna Farrar, Lindsay Pothier, Hong Yu, Ervin Sinani, Prasha Vigneswaran, Alexander V. Sherman, S. Michelle Farr, Berhan Mandefro, Hannah Trost, Maria G. Banuelos, Veronica Garcia, Michael Workman, Richie Ho, Robert Baloh, Jennifer Roggenbuck, Matthew B. Harms, Carolyn Prina, Sarah Heintzman, Stephen Kolb, Jennifer Stocksdale, Keona Wang, Todd Morgan, Daragh Heitzman, Arish Jamil, Jennifer Jockel-Balsarotti, Elizabeth Karanja, Jesse Markway, Molly McCallum, Tim Miller, Ben Joslin, Deniz Alibazoglu, Senda Ajroud-Driss, Jay C. Beavers, Mary Bellard, Elizabeth Bruce, Nicholas J. Maragakis, Merit E. Cudkowicz, James D. Berry, Terri Thompson, Steven Finkbeiner, Leslie M. Thompson, Jennifer E. Van Eyk, Clive N. Svendsen, Jeffrey D. Rothstein, Jonathan D. Glass, Christina N. Fournier, Alexander Sherman, Christian Lunetta, David Walk, Ghazala Hayat, James Wymer, Kelly Gwathmey, Nicholas Olney, Terry Heiman-Patterson, Ximena Arcila-Londono, Kenneth Faulconer, Ervin Sanani, Alex Berger, Julia Mirochnick, Todd M. Herrington, Kenney Ng, and Ernest Fraenkel

Published
2022
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6. Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups

Author

Archer, Tenley C, Ehrenberger, Tobias, Mundt, Filip, Gold, Maxwell P, Krug, Karsten, Mah, Clarence K, Mahoney, Elizabeth L, Daniel, Colin J, LeNail, Alexander, Ramamoorthy, Divya, Mertins, Philipp, Mani, DR, Zhang, Hailei, Gillette, Michael A, Clauser, Karl, Noble, Michael, Tang, Lauren C, Pierre-François, Jessica, Silterra, Jacob, Jensen, James, Tamayo, Pablo, Korshunov, Andrey, Pfister, Stefan M, Kool, Marcel, Northcott, Paul A, Sears, Rosalie C, Lipton, Jonathan O, Carr, Steven A, Mesirov, Jill P, Pomeroy, Scott L, and Fraenkel, Ernest

Subjects
Biological Sciences, Biomedical and Clinical Sciences, Oncology and Carcinogenesis, Genetics, Brain Cancer, Brain Disorders, Pediatric, Cancer, Rare Diseases, Biotechnology, Pediatric Cancer, Orphan Drug, Neurosciences, Adolescent, Adult, Biomarkers, Tumor, Brain Neoplasms, Cell Line, Tumor, Child, Child, Preschool, DNA Methylation, DNA-Activated Protein Kinase, Female, Gene Expression Profiling, Hedgehog Proteins, Humans, Infant, Male, Medulloblastoma, Nuclear Proteins, Protein Processing, Post-Translational, Proteome, Proteomics, Proto-Oncogene Proteins c-myc, Sequence Analysis, RNA, Young Adult, MYC, NU-7441, SHH, mass spectrometry, medulloblastoma, multi-omics, network integration, phospho-proteomics, proteo-genomics, radio sensitization, Oncology & Carcinogenesis, Biochemistry and cell biology, Oncology and carcinogenesis
Abstract

There is a pressing need to identify therapeutic targets in tumors with low mutation rates such as the malignant pediatric brain tumor medulloblastoma. To address this challenge, we quantitatively profiled global proteomes and phospho-proteomes of 45 medulloblastoma samples. Integrated analyses revealed that tumors with similar RNA expression vary extensively at the post-transcriptional and post-translational levels. We identified distinct pathways associated with two subsets of SHH tumors, and found post-translational modifications of MYC that are associated with poor outcomes in group 3 tumors. We found kinases associated with subtypes and showed that inhibiting PRKDC sensitizes MYC-driven cells to radiation. Our study shows that proteomics enables a more comprehensive, functional readout, providing a foundation for future therapeutic strategies.

Published
2018

7. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene.

Author

Nicolas, Aude, Kenna, Kevin P, Renton, Alan E, Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A, Kenna, Brendan J, Nalls, Mike A, Keagle, Pamela, Rivera, Alberto M, van Rheenen, Wouter, Murphy, Natalie A, van Vugt, Joke JFA, Geiger, Joshua T, Van der Spek, Rick A, Pliner, Hannah A, Shankaracharya, Smith, Bradley N, Marangi, Giuseppe, Topp, Simon D, Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D, Kenna, Aoife, ITALSGEN Consortium, Mora, Gabriele, Calvo, Andrea, Mazzini, Letizia, Riva, Nilo, Mandrioli, Jessica, Caponnetto, Claudia, Battistini, Stefania, Volanti, Paolo, La Bella, Vincenzo, Conforti, Francesca L, Borghero, Giuseppe, Messina, Sonia, Simone, Isabella L, Trojsi, Francesca, Salvi, Fabrizio, Logullo, Francesco O, D'Alfonso, Sandra, Corrado, Lucia, Capasso, Margherita, Ferrucci, Luigi, Genomic Translation for ALS Care (GTAC) Consortium, Moreno, Cristiane de Araujo Martins, Kamalakaran, Sitharthan, Goldstein, David B, ALS Sequencing Consortium, Gitler, Aaron D, Harris, Tim, Myers, Richard M, NYGC ALS Consortium, Phatnani, Hemali, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C, Answer ALS Foundation, Kaye, Julia, Finkbeiner, Steven, Wyman, Stacia K, LeNail, Alex, Lima, Leandro, Fraenkel, Ernest, Svendsen, Clive N, Thompson, Leslie M, Van Eyk, Jennifer E, Berry, James D, Miller, Timothy M, Kolb, Stephen J, Cudkowicz, Merit, Baxi, Emily, Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium, Benatar, Michael, Taylor, J Paul, Rampersaud, Evadnie, Wu, Gang, Wuu, Joanne, SLAGEN Consortium, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P, Sorarù, Gianni, Cereda, Cristina, French ALS Consortium, Corcia, Philippe, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, and Orrell, Richard W

Subjects
ITALSGEN Consortium, Genomic Translation for ALS Care (GTAC) Consortium, ALS Sequencing Consortium, NYGC ALS Consortium, Answer ALS Foundation, Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium, SLAGEN Consortium, French ALS Consortium, Project MinE ALS Sequencing Consortium, Humans, Amyotrophic Lateral Sclerosis, Cohort Studies, Amino Acid Sequence, Adult, Aged, Aged, 80 and over, Middle Aged, Female, Male, Genome-Wide Association Study, Young Adult, Loss of Function Mutation, Kinesins, ALS, GWAS, KIF5A, WES, WGS, axonal transport, cargo, Brain Disorders, Genetics, Human Genome, Rare Diseases, Neurosciences, Neurodegenerative, Aetiology, 2.1 Biological and endogenous factors, Neurological, Psychology, Cognitive Sciences, Neurology & Neurosurgery
Abstract

To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS.

Published
2018

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

Author

Phatnani, Hemali, Kwan, Justin, Sareen, Dhruv, Broach, James R., Simmons, Zachary, Arcila-Londono, Ximena, Lee, Edward B., Van Deerlin, Vivianna M., Shneider, Neil A., Fraenkel, Ernest, Ostrow, Lyle W., Baas, Frank, Zaitlen, Noah, Berry, James D., Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A., Thompson, Leslie M., Finkbeiner, Steve, Dardiotis, Efthimios, Miller, Timothy M., Chandran, Siddharthan, Pal, Suvankar, Hornstein, Eran, MacGowan, Daniel J., Heiman-Patterson, Terry, Hammell, Molly G., Patsopoulos, Nikolaos.A., Butovsky, Oleg, Dubnau, Joshua, Nath, Avindra, Bowser, Robert, Harms, Matt, Poss, Mary, Phillips-Cremins, Jennifer, Crary, John, Atassi, Nazem, Lange, Dale J., Adams, Darius J., Stefanis, Leonidas, Gotkine, Marc, Baloh, Robert H., Babu, Suma, Raj, Towfique, Paganoni, Sabrina, Shalem, Ophir, Smith, Colin, Zhang, Bin, Harris, Brent, Broce, Iris, Drory, Vivian, Ravits, John, McMillan, Corey, Menon, Vilas, Wu, Lani, Altschuler, Steven, 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, Rothstein, Jeffrey D., and Svendsen, Clive N.

Published
2021
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9. The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations

Author

Keenan, Alexandra B, Jenkins, Sherry L, Jagodnik, Kathleen M, Koplev, Simon, He, Edward, Torre, Denis, Wang, Zichen, Dohlman, Anders B, Silverstein, Moshe C, Lachmann, Alexander, Kuleshov, Maxim V, Ma'ayan, Avi, Stathias, Vasileios, Terryn, Raymond, Cooper, Daniel, Forlin, Michele, Koleti, Amar, Vidovic, Dusica, Chung, Caty, Schürer, Stephan C, Vasiliauskas, Jouzas, Pilarczyk, Marcin, Shamsaei, Behrouz, Fazel, Mehdi, Ren, Yan, Niu, Wen, Clark, Nicholas A, White, Shana, Mahi, Naim, Zhang, Lixia, Kouril, Michal, Reichard, John F, Sivaganesan, Siva, Medvedovic, Mario, Meller, Jaroslaw, Koch, Rick J, Birtwistle, Marc R, Iyengar, Ravi, Sobie, Eric A, Azeloglu, Evren U, Kaye, Julia, Osterloh, Jeannette, Haston, Kelly, Kalra, Jaslin, Finkbiener, Steve, Li, Jonathan, Milani, Pamela, Adam, Miriam, Escalante-Chong, Renan, Sachs, Karen, Lenail, Alex, Ramamoorthy, Divya, Fraenkel, Ernest, Daigle, Gavin, Hussain, Uzma, Coye, Alyssa, Rothstein, Jeffrey, Sareen, Dhruv, Ornelas, Loren, Banuelos, Maria, Mandefro, Berhan, Ho, Ritchie, Svendsen, Clive N, Lim, Ryan G, Stocksdale, Jennifer, Casale, Malcolm S, Thompson, Terri G, Wu, Jie, Thompson, Leslie M, Dardov, Victoria, Venkatraman, Vidya, Matlock, Andrea, Van Eyk, Jennifer E, Jaffe, Jacob D, Papanastasiou, Malvina, Subramanian, Aravind, Golub, Todd R, Erickson, Sean D, Fallahi-Sichani, Mohammad, Hafner, Marc, Gray, Nathanael S, Lin, Jia-Ren, Mills, Caitlin E, Muhlich, Jeremy L, Niepel, Mario, Shamu, Caroline E, Williams, Elizabeth H, Wrobel, David, Sorger, Peter K, Heiser, Laura M, Gray, Joe W, Korkola, James E, Mills, Gordon B, LaBarge, Mark, Feiler, Heidi S, Dane, Mark A, Bucher, Elmar, Nederlof, Michel, Sudar, Damir, and Gross, Sean

Subjects
Bioengineering, Cancer, Genetics, Biotechnology, 2.1 Biological and endogenous factors, Aetiology, Generic health relevance, Good Health and Well Being, Cataloging, Computational Biology, Databases, Chemical, Gene Expression Profiling, Gene Library, Humans, Information Storage and Retrieval, National Health Programs, National Institutes of Health (U.S.), Systems Biology, Transcriptome, United States, BD2K, L1000, MCF10A, MEMA, P100, data integration, lincsprogram, lincsproject, systems biology, systems pharmacology, Biochemistry and Cell Biology
Abstract

The Library of Integrated Network-Based Cellular Signatures (LINCS) is an NIH Common Fund program that catalogs how human cells globally respond to chemical, genetic, and disease perturbations. Resources generated by LINCS include experimental and computational methods, visualization tools, molecular and imaging data, and signatures. By assembling an integrated picture of the range of responses of human cells exposed to many perturbations, the LINCS program aims to better understand human disease and to advance the development of new therapies. Perturbations under study include drugs, genetic perturbations, tissue micro-environments, antibodies, and disease-causing mutations. Responses to perturbations are measured by transcript profiling, mass spectrometry, cell imaging, and biochemical methods, among other assays. The LINCS program focuses on cellular physiology shared among tissues and cell types relevant to an array of diseases, including cancer, heart disease, and neurodegenerative disorders. This Perspective describes LINCS technologies, datasets, tools, and approaches to data accessibility and reusability.

Published
2018

12. A novel mouse model of cerebral adrenoleukodystrophy highlights NLRP3 activity in lesion pathogenesis

Author

Hashemi, Ezzat, primary, Srivastava, Isha, additional, Aguirre, Alejandro, additional, Kaushal, Esha, additional, Yoseph, Ezra, additional, Awani, Avni, additional, Ryu, Jae K, additional, Akassoglou, Katerina, additional, Talebian, Shahrzad, additional, Chu, Pauline, additional, Pisani, Laura, additional, Musolino, Patricia, additional, Steinman, Lawrence, additional, Doyle, Kristian, additional, Robinson, William H, additional, Sharpe, Orr, additional, Cayrol, Romain, additional, Orchard, Paul, additional, Lund, Troy, additional, Vogel, Hannes, additional, Lenail, Max, additional, Han, May, additional, Bonkowsky, Josh P, additional, and Van Haren, Keith P, additional

Published
2023
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14. Graph-Sparse Logistic Regression.

Author

Alexander LeNail, Ludwig Schmidt, Johnathan Li, Tobias Ehrenberger, Karen Sachs, Stefanie Jegelka, and Ernest Fraenkel

Published
2017

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

Author

Jonathan Li, Ryan G. Lim, Julia A. Kaye, Victoria Dardov, Alyssa N. Coyne, Jie Wu, Pamela Milani, Andrew Cheng, Terri G. Thompson, Loren Ornelas, Aaron Frank, Miriam Adam, Maria G. Banuelos, Malcolm Casale, Veerle Cox, Renan Escalante-Chong, J. Gavin Daigle, Emilda Gomez, Lindsey Hayes, Ronald Holewenski, Susan Lei, Alex Lenail, Leandro Lima, Berhan Mandefro, Andrea Matlock, Lindsay Panther, Natasha Leanna Patel-Murray, Jacqueline Pham, Divya Ramamoorthy, Karen Sachs, Brandon Shelley, Jennifer Stocksdale, Hannah Trost, Mark Wilhelm, Vidya Venkatraman, Brook T. Wassie, Stacia Wyman, Stephanie Yang, Jennifer E. Van Eyk, Thomas E. Lloyd, Steven Finkbeiner, Ernest Fraenkel, Jeffrey D. Rothstein, Dhruv Sareen, Clive N. Svendsen, Leslie M. Thompson, Hemali Phatnani, Justin Kwan, James R. Broach, Zachary Simmons, Ximena Arcila-Londono, Edward B. Lee, Vivianna M. Van Deerlin, Neil A. Shneider, Lyle W. Ostrow, Frank Baas, Noah Zaitlen, James D. Berry, Andrea Malaspina, Pietro Fratta, Gregory A. Cox, Steve Finkbeiner, Efthimios Dardiotis, Timothy M. Miller, Siddharthan Chandran, Suvankar Pal, Eran Hornstein, Daniel J. MacGowan, Terry Heiman-Patterson, Molly G. Hammell, Nikolaos.A. Patsopoulos, Oleg Butovsky, Joshua Dubnau, Avindra Nath, Robert Bowser, Matt Harms, Mary Poss, Jennifer Phillips-Cremins, John Crary, Nazem Atassi, Dale J. Lange, Darius J. Adams, Leonidas Stefanis, Marc Gotkine, Robert H. Baloh, Suma Babu, Towfique Raj, Sabrina Paganoni, Ophir Shalem, Colin Smith, Bin Zhang, Brent Harris, Iris Broce, Vivian Drory, John Ravits, Corey McMillan, Vilas Menon, Lani Wu, Steven Altschuler, Human Genetics, and ARD - Amsterdam Reproduction and Development

Subjects
Systems biology, Science, Omics, Biology, Neurodegenerative, Article, NeuroLINCS Consortium, Rare Diseases, C9orf72, Clinical Research, medicine, Acquired Cognitive Impairment, Genetics, 2.1 Biological and endogenous factors, Epigenetics, Aetiology, Induced pluripotent stem cell, NYGC ALS Consortium, Systems neuroscience, Multidisciplinary, Stem Cell Research - Induced Pluripotent Stem Cell, Stem Cell Research - Induced Pluripotent Stem Cell - Human, Neurosciences, RNA, Spinal cord, Stem Cell Research, Brain Disorders, Biological sciences, medicine.anatomical_structure, Good Health and Well Being, Neurological, Dementia, ALS, Neuroscience
Abstract

Summary 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., Graphical abstract, Highlights • Multi-omic analysis of differentiated C9ORF72 iPSC-derived motor neurons • Network-based integrative computational analysis • Pathogenic versus compensatory pathways elucidated using C9ORF72 Drosophila model • Pathways confirmed with alternative differentiation protocol and postmortem data, Biological sciences; Neuroscience; Systems neuroscience; Systems biology; Omics

Published
2021

17. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author

Aude Nicolas, Kevin P. Kenna, Alan E. Renton, Nicola Ticozzi, Faraz Faghri, Ruth Chia, Janice A. Dominov, Brendan J. Kenna, Mike A. Nalls, Pamela Keagle, Alberto M. Rivera, Wouter van Rheenen, Natalie A. Murphy, Joke J.F.A. van Vugt, Joshua T. Geiger, Rick A. Van der Spek, Hannah A. Pliner, null Shankaracharya, Bradley N. Smith, Giuseppe Marangi, Simon D. Topp, Yevgeniya Abramzon, Athina Soragia Gkazi, John D. Eicher, Aoife Kenna, Gabriele Mora, Andrea Calvo, Letizia Mazzini, Nilo Riva, Jessica Mandrioli, Claudia Caponnetto, Stefania Battistini, Paolo Volanti, Vincenzo La Bella, Francesca L. Conforti, Giuseppe Borghero, Sonia Messina, Isabella L. Simone, Francesca Trojsi, Fabrizio Salvi, Francesco O. Logullo, Sandra D’Alfonso, Lucia Corrado, Margherita Capasso, Luigi Ferrucci, Cristiane de Araujo Martins Moreno, Sitharthan Kamalakaran, David B. Goldstein, Aaron D. Gitler, Tim Harris, Richard M. Myers, Hemali Phatnani, Rajeeva Lochan Musunuri, Uday Shankar Evani, Avinash Abhyankar, Michael C. Zody, Julia Kaye, Steven Finkbeiner, Stacia K. Wyman, Alex LeNail, Leandro Lima, Ernest Fraenkel, Clive N. Svendsen, Leslie M. Thompson, Jennifer E. Van Eyk, James D. Berry, Timothy M. Miller, Stephen J. Kolb, Merit Cudkowicz, Emily Baxi, Michael Benatar, J. Paul Taylor, Evadnie Rampersaud, Gang Wu, Joanne Wuu, Giuseppe Lauria, Federico Verde, Isabella Fogh, Cinzia Tiloca, Giacomo P. Comi, Gianni Sorarù, Cristina Cereda, Philippe Corcia, Hannu Laaksovirta, Liisa Myllykangas, Lilja Jansson, Miko Valori, John Ealing, Hisham Hamdalla, Sara Rollinson, Stuart Pickering-Brown, Richard W. Orrell, Katie C. Sidle, Andrea Malaspina, John Hardy, Andrew B. Singleton, Janel O. Johnson, Sampath Arepalli, Peter C. Sapp, Diane McKenna-Yasek, Meraida Polak, Seneshaw Asress, Safa Al-Sarraj, Andrew King, Claire Troakes, Caroline Vance, Jacqueline de Belleroche, Frank Baas, Anneloor L.M.A. ten Asbroek, José Luis Muñoz-Blanco, Dena G. Hernandez, Jinhui Ding, J. Raphael Gibbs, Sonja W. Scholz, Mary Kay Floeter, Roy H. Campbell, Francesco Landi, Robert Bowser, Stefan M. Pulst, John M. Ravits, Daniel J.L. MacGowan, Janine Kirby, Erik P. Pioro, Roger Pamphlett, James Broach, Glenn Gerhard, Travis L. Dunckley, Christopher B. Brady, Neil W. Kowall, Juan C. Troncoso, Isabelle Le Ber, Kevin Mouzat, Serge Lumbroso, Terry D. Heiman-Patterson, Freya Kamel, Ludo Van Den Bosch, Robert H. Baloh, Tim M. Strom, Thomas Meitinger, Aleksey Shatunov, Kristel R. Van Eijk, Mamede de Carvalho, Maarten Kooyman, Bas Middelkoop, Matthieu Moisse, Russell L. McLaughlin, Michael A. Van Es, Markus Weber, Kevin B. Boylan, Marka Van Blitterswijk, Rosa Rademakers, Karen E. Morrison, A. Nazli Basak, Jesús S. Mora, Vivian E. Drory, Pamela J. Shaw, Martin R. Turner, Kevin Talbot, Orla Hardiman, Kelly L. Williams, Jennifer A. Fifita, Garth A. Nicholson, Ian P. Blair, Guy A. Rouleau, Jesús Esteban-Pérez, Alberto García-Redondo, Ammar Al-Chalabi, Ekaterina Rogaeva, Lorne Zinman, Lyle W. Ostrow, Nicholas J. Maragakis, Jeffrey D. Rothstein, Zachary Simmons, Johnathan Cooper-Knock, Alexis Brice, Stephen A. Goutman, Eva L. Feldman, Summer B. Gibson, Franco Taroni, Antonia Ratti, Cinzia Gellera, Philip Van Damme, Wim Robberecht, Pietro Fratta, Mario Sabatelli, Christian Lunetta, Albert C. Ludolph, Peter M. Andersen, Jochen H. Weishaupt, William Camu, John Q. Trojanowski, Vivianna M. Van Deerlin, Robert H. Brown, Leonard H. van den Berg, Jan H. Veldink, Matthew B. Harms, Jonathan D. Glass, David J. Stone, Pentti Tienari, Vincenzo Silani, Adriano Chiò, Christopher E. Shaw, Bryan J. Traynor, John E. Landers, Isabella Simone, Giancarlo Logroscino, Ilaria Bartolomei, Maria Rita Murru, Emanuela Costantino, Carla Pani, Roberta Puddu, Carla Caredda, Valeria Piras, Stefania Tranquilli, Stefania Cuccu, Daniela Corongiu, Maurizio Melis, Antonio Milia, Francesco Marrosu, Maria Giovanna Marrosu, Gianluca Floris, Antonino Cannas, Gianluigi Mancardi, Paola Origone, Paola Mandich, Sebastiano Cavallaro, Kalliopi Marinou, Riccardo Sideri, Silvana Penco, Lorena Mosca, Giuseppe Lauria Pinter, Massimo Corbo, Paola Carrera, Nicola Fini, Antonio Fasano, Lucio Tremolizzo, Alessandro Arosio, Carlo Ferrarese, Gioacchino Tedeschi, Maria Rosaria Monsurrò, Giovanni Piccirillo, Cinzia Femiano, Anna Ticca, Enzo Ortu, Rossella Spataro, Tiziana Colletti, Marcella Zollino, Amelia Conte, Marco Luigetti, Serena Lattante, Marialuisa Santarelli, Antonio Petrucci, Maura Pugliatti, Angelo Pirisi, Leslie D. Parish, Patrizia Occhineri, Fabio Giannini, Claudia Ricci, Michele Benigni, Tea B. Cau, Daniela Loi, Cristina Moglia, Maura Brunetti, Marco Barberis, Gabriella Restagno, Federico Casale, Giuseppe Marrali, Giuseppe Fuda, Irene Ossola, Stefania Cammarosano, Antonio Canosa, Antonio Ilardi, Umberto Manera, Maurizio Grassano, Raffaella Tanel, Fabrizio Pisano, Neil A. Shneider, Stephen Goutman, Siddharthan Chandran, Suvankar Pal, George Manousakis, Stanley H. Appel, Ericka Simpson, Leo Wang, Summer Gibson, Richard Bedlack, David Lacomis, Dhruv Sareen, Alexander Sherman, Lucie Bruijn, Michelle Penny, Andrew S. Allen, Stanley Appel, Richard S. Bedlack, Braden E. Boone, Robert Brown, John P. Carulli, Alessandra Chesi, Wendy K. Chung, Elizabeth T. Cirulli, Gregory M. Cooper, Julien Couthouis, Aaron G. Day-Williams, Patrick A. Dion, Yujun Han, Sebastian D. Hayes, Angela L. Jones, Jonathan Keebler, Brian J. Krueger, Brittany N. Lasseigne, Shawn E. Levy, Yi-Fan Lu, Tom Maniatis, Slavé Petrovski, Alya R. Raphael, Zhong Ren, Katherine B. Sims, John F. Staropoli, Lindsay L. Waite, Quanli Wang, Jack R. Wimbish, Winnie W. Xin, Justin Kwan, James R. Broach, Ximena Arcila-Londono, Edward B. Lee, Noah Zaitlen, Gregory A. Cox, Steve Finkbeiner, Efthimios Dardiotis, Eran Hornstein, Daniel J. MacGowan, Terry Heiman-Patterson, Molly G. Hammell, Nikolaos A. Patsopoulos, Joshua Dubnau, Avindra Nath, Stacia Wyman, Alexander LeNail, Jenny Van Eyk, Stephan Züchner, Rebecca Schule, Jacob McCauley, Sumaira Hussain, Anne Cooley, Marielle Wallace, Christine Clayman, Richard Barohn, Jeffrey Statland, John Ravits, Andrea Swenson, Carlayne Jackson, Jaya Trivedi, Shaida Khan, Jonathan Katz, Liberty Jenkins, Ted Burns, Kelly Gwathmey, James Caress, Corey McMillan, Lauren Elman, Erik Pioro, Jeannine Heckmann, Yuen So, David Walk, Samuel Maiser, Jinghui Zhang, Fabiola De Marchi, Stefania Corti, Mauro Ceroni, Gabriele Siciliano, Massimiliano Filosto, Maurizio Inghilleri, Silvia Peverelli, Claudia Colombrita, Barbara Poletti, Luca Maderna, Roberto Del Bo, Stella Gagliardi, Giorgia Querin, Cinzia Bertolin, Viviana Pensato, Barbara Castellotti, Vincent Meininger, Gérard Besson, Emmeline Lagrange, Pierre Clavelou, Nathalie Guy, Philippe Couratier, Patrick Vourch, Véronique Danel, Emilien Bernard, Gwendal Lemasson, Ahmad Al Kheifat, Peter Andersen, Adriano Chio, Jonathan Cooper-Knock, Annelot Dekker, Vivian Drory, Alberto Garcia Redondo, Marc Gotkine, Winston Hide, Alfredo Iacoangeli, Jonathan Glass, Kevin Kenna, Matthew Kiernan, John Landers, Russell McLaughlin, Jonathan Mill, Miguel Mitne Neto, Mattieu Moisse, Jesus Mora Pardina, Karen Morrison, Stephen Newhouse, Susana Pinto, Sara Pulit, Pamela Shaw, Chris Shaw, William Sproviero, Gijs Tazelaar, Philip van Damme, Leonard van den Berg, Rick van der Spek, Kristel van Eijk, Michael van Es, Joke van Vugt, Jan Veldink, Mayana Zatz, Denis C. Bauer, Natalie A. Twine, Department of Neurosciences, Pentti Tienari / Principal Investigator, Neurologian yksikkö, Research Programs Unit, Clinicum, Research Programme for Molecular Neurology, University of Helsinki, Medicum, Department of Pathology, HUS Neurocenter, Nicolas A., Kenna K.P., Renton A.E., Ticozzi N., Faghri F., Chia R., Dominov J.A., Kenna B.J., Nalls M.A., Keagle P., Rivera A.M., van Rheenen W., Murphy N.A., van Vugt J.J.F.A., Geiger J.T., Van der Spek R.A., Pliner H.A., Shankaracharya, Smith B.N., Marangi G., Topp S.D., Abramzon Y., Gkazi A.S., Eicher J.D., Kenna A., Logullo F.O., Simone I.L., Logroscino G., Salvi F., Bartolomei I., Borghero G., Murru M.R., Costantino E., Pani C., Puddu R., Caredda C., Piras V., Tranquilli S., Cuccu S., Corongiu D., Melis M., Milia A., Marrosu F., Marrosu M.G., Floris G., Cannas A., Capasso M., Caponnetto C., Mancardi G., Origone P., Mandich P., Conforti F.L., Cavallaro S., Mora G., Marinou K., Sideri R., Penco S., Mosca L., Lunetta C., Pinter G.L., Corbo M., Riva N., Carrera P., Volanti P., Mandrioli J., Fini N., Fasano A., Tremolizzo L., Arosio A., Ferrarese C., Trojsi F., Tedeschi G., Monsurro M.R., Piccirillo G., Femiano C., Ticca A., Ortu E., La Bella V., Spataro R., Colletti T., Sabatelli M., Zollino M., Conte A., Luigetti M., Lattante S., Santarelli M., Petrucci A., Pugliatti M., Pirisi A., Parish L.D., Occhineri P., Giannini F., Battistini S., Ricci C., Benigni M., Cau T.B., Loi D., Calvo A., Moglia C., Brunetti M., Barberis M., Restagno G., Casale F., Marrali G., Fuda G., Ossola I., Cammarosano S., Canosa A., Ilardi A., Manera U., Grassano M., Tanel R., Pisano F., Mazzini L., Messina S., D'Alfonso S., Corrado L., Ferrucci L., Harms M.B., Goldstein D.B., Shneider N.A., Goutman S.A., Simmons Z., Miller T.M., Chandran S., Pal S., Manousakis G., Appel S.H., Simpson E., Wang L., Baloh R.H., Gibson S.B., Bedlack R., Lacomis D., Sareen D., Sherman A., Bruijn L., Penny M., Moreno C.D.A.M., Kamalakaran S., Allen A.S., Boone B.E., Brown R.H., Carulli J.P., Chesi A., Chung W.K., Cirulli E.T., Cooper G.M., Couthouis J., Day-Williams A.G., Dion P.A., Gitler A.D., Glass J.D., Han Y., Harris T., Hayes S.D., Jones A.L., Keebler J., Krueger B.J., Lasseigne B.N., Levy S.E., Lu Y.-F., Maniatis T., McKenna-Yasek D., Myers R.M., Petrovski S., Pulst S.M., Raphael A.R., Ravits J.M., Ren Z., Rouleau G.A., Sapp P.C., Sims K.B., Staropoli J.F., Waite L.L., Wang Q., Wimbish J.R., Xin W.W., Phatnani H., Kwan J., Broach J., Arcila-Londono X., Lee E.B., Van Deerlin V.M., Fraenkel E., Ostrow L.W., Baas F., Zaitlen N., Berry J.D., Malaspina A., Fratta P., Cox G.A., Thompson L.M., Finkbeiner S., Dardiotis E., Hornstein E., MacGowan D.J.L., Heiman-Patterson T., Hammell M.G., Patsopoulos N.A., Dubnau J., Nath A., Musunuri R.L., Evani U.S., Abhyankar A., Zody M.C., Kaye J., Wyman S.K., LeNail A., Lima L., Rothstein J.D., Svendsen C.N., Van Eyk J.E., Maragakis N.J., Kolb S.J., Cudkowicz M., Baxi E., Benatar M., Taylor J.P., Wu G., Rampersaud E., Wuu J., Rademakers R., Zuchner S., Schule R., McCauley J., Hussain S., Cooley A., Wallace M., Clayman C., Barohn R., Statland J., Swenson A., Jackson C., Trivedi J., Khan S., Katz J., Jenkins L., Burns T., Gwathmey K., Caress J., McMillan C., Elman L., Pioro E.P., Heckmann J., So Y., Walk D., Maiser S., Zhang J., Silani V., Gellera C., Ratti A., Taroni F., Lauria G., Verde F., Fogh I., Tiloca C., Comi G.P., Soraru G., Cereda C., De Marchi F., Corti S., Ceroni M., Siciliano G., Filosto M., Inghilleri M., Peverelli S., Colombrita C., Poletti B., Maderna L., Del Bo R., Gagliardi S., Querin G., Bertolin C., Pensato V., Castellotti B., Camu W., Mouzat K., Lumbroso S., Corcia P., Meininger V., Besson G., Lagrange E., Clavelou P., Guy N., Couratier P., Vourch P., Danel V., Bernard E., Lemasson G., Laaksovirta H., Myllykangas L., Jansson L., Valori M., Ealing J., Hamdalla H., Rollinson S., Pickering-Brown S., Orrell R.W., Sidle K.C., Hardy J., Singleton A.B., Johnson J.O., Arepalli S., Polak M., Asress S., Al-Sarraj S., King A., Troakes C., Vance C., de Belleroche J., ten Asbroek A.L.M.A., Munoz-Blanco J.L., Hernandez D.G., Ding J., Gibbs J.R., Scholz S.W., Floeter M.K., Campbell R.H., Landi F., Bowser R., Kirby J., Pamphlett R., Gerhard G., Dunckley T.L., Brady C.B., Kowall N.W., Troncoso J.C., Le Ber I., Heiman-Patterson T.D., Kamel F., Van Den Bosch L., Strom T.M., Meitinger T., Shatunov A., Van Eijk K.R., de Carvalho M., Kooyman M., Middelkoop B., Moisse M., McLaughlin R.L., Van Es M.A., Weber M., Boylan K.B., Van Blitterswijk M., Morrison K.E., Basak A.N., Mora J.S., Drory V.E., Shaw P.J., Turner M.R., Talbot K., Hardiman O., Williams K.L., Fifita J.A., Nicholson G.A., Blair I.P., Esteban-Perez J., Garcia-Redondo A., Al-Chalabi A., Al Kheifat A., Andersen P.M., Chio A., Cooper-Knock J., Dekker A., Redondo A.G., Gotkine M., Hide W., Iacoangeli A., Kiernan M., Landers J.E., Mill J., Neto M.M., Pardina J.M., Newhouse S., Pinto S., Pulit S., Robberecht W., Shaw C., Sproviero W., Tazelaar G., Van Damme P., van den Berg L.H., van Vugt J., Veldink J.H., Zatz M., Bauer D.C., Twine N.A., Rogaeva E., Zinman L., Brice A., Feldman E.L., Ludolph A.C., Weishaupt J.H., Trojanowski J.Q., Stone D.J., Tienari P., Shaw C.E., Traynor B.J., ITALSGEN Consortium, Genomic Translation ALS Care GTAC, ALS Sequencing Consortium, NYGC ALS Consortium, Answer ALS Fdn, Clinical Res ALS Related Disorders, SLAGEN Consortium, French ALS Consortium, Project MinE ALS Sequencing Consor, Medical Research Council (MRC), ANS - Complex Trait Genetics, Human Genetics, ARD - Amsterdam Reproduction and Development, Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Università cattolica del Sacro Cuore [Roma] (Unicatt), Centre référent Sclérose Latérale Amyotrophique [CHRU Montpellier] (SLA CHRU Montpellier), Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier)-Université Montpellier 1 (UM1), Lunar and Planetary Laboratory [Tucson] (LPL), University of Arizona, Università degli studi di Torino (UNITO), Institut du Cerveau et de la Moëlle Epinière = Brain and Spine Institute (ICM), Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Centre National de la Recherche Scientifique (CNRS), New York Genome Center [New York], New York Genome Center, Laboratoire de Biométrie et Biologie Evolutive - UMR 5558 (LBBE), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut National de Recherche en Informatique et en Automatique (Inria)-VetAgro Sup - Institut national d'enseignement supérieur et de recherche en alimentation, santé animale, sciences agronomiques et de l'environnement (VAS)-Centre National de la Recherche Scientifique (CNRS), St Jude Children's Research Hospital, Howard Hughes Medical Institute [Chevy Chase] (HHMI), Howard Hughes Medical Institute (HHMI), Centre de compétence de la Sclérose Latérale Amyotrophique [CHRU Tours] (SLA CHRU Tours), Centre Hospitalier Régional Universitaire de Tours (CHRU Tours), University College of London [London] (UCL), Synchrotron SOLEIL (SSOLEIL), Centre National de la Recherche Scientifique (CNRS), King‘s College London, University of New Haven [Connecticut], Princeton University, Laboratoire de Biochimie [CHRU Nîmes], Centre Hospitalier Universitaire de Nîmes (CHU Nîmes), Institut des Neurosciences de Montpellier - Déficits sensoriels et moteurs (INM), Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM), Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM), Helmholtz-Zentrum München (HZM), University Medical Center [Utrecht], Deutsches Forschungszentrum für Künstliche Intelligenz GmbH = German Research Center for Artificial Intelligence (DFKI), Mayo Clinic [Jacksonville], Trinity College Dublin, Maurice Wohl Clinical Neuroscience Institut, Tanz Center Research in Neurodegenerative Diseases [Toronto], University of Toronto, Neurologie et thérapeutique expérimentale, Institut National de la Santé et de la Recherche Médicale (INSERM)-IFR70-Université Pierre et Marie Curie - Paris 6 (UPMC), Repositório da Universidade de Lisboa, Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P, Renton, Alan E, Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A, Kenna, Brendan J, Nalls, Mike A, Keagle, Pamela, Rivera, Alberto M, van Rheenen, Wouter, Murphy, Natalie A, van Vugt, Joke J F A, Geiger, Joshua T, Van der Spek, Rick A, Pliner, Hannah A, Shankaracharya, Null, Smith, Bradley N, Marangi, Giuseppe, Topp, Simon D, Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D, Kenna, Aoife, Mora, Gabriele, Calvo, Andrea, Mazzini, Letizia, Riva, Nilo, Mandrioli, Jessica, Caponnetto, Claudia, Battistini, Stefania, Volanti, Paolo, La Bella, Vincenzo, Conforti, Francesca L, Borghero, Giuseppe, Messina, Sonia, Simone, Isabella L, Trojsi, Francesca, Salvi, Fabrizio, Logullo, Francesco O, D'Alfonso, Sandra, Corrado, Lucia, Capasso, Margherita, Ferrucci, Luigi, Logullo, Fo, Murru, Mr, Marrosu, Mg, Conforti, Fl, Pinter, Gl, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Parish, Ld, Cau, Tb, Moreno, Cristiane de Araujo Martin, Kamalakaran, Sitharthan, Goldstein, David B, Gitler, Aaron D, Harris, Tim, Myers, Richard M, Phatnani, Hemali, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C, Kaye, Julia, Finkbeiner, Steven, Wyman, Stacia K, Lenail, Alex, Lima, Leandro, Fraenkel, Ernest, Svendsen, Clive N, Thompson, Leslie M, Van Eyk, Jennifer E, Berry, James D, Miller, Timothy M, Kolb, Stephen J, Cudkowicz, Merit, Baxi, Emily, Benatar, Michael, Taylor, J Paul, Rampersaud, Evadnie, Wu, Gang, Wuu, Joanne, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P, Sorarù, Gianni, Cereda, Cristina, Corcia, Philippe, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, Orrell, Richard W, Sidle, Katie C, Malaspina, Andrea, Hardy, John, Singleton, Andrew B, Johnson, Janel O, Arepalli, Sampath, Sapp, Peter C, McKenna-Yasek, Diane, Polak, Meraida, Asress, Seneshaw, Al-Sarraj, Safa, King, Andrew, Troakes, Claire, Vance, Caroline, de Belleroche, Jacqueline, Baas, Frank, Ten Asbroek, Anneloor L M A, Muñoz-Blanco, José Lui, Hernandez, Dena G, Ding, Jinhui, Gibbs, J Raphael, Scholz, Sonja W, Floeter, Mary Kay, Campbell, Roy H, Landi, Francesco, Bowser, Robert, Pulst, Stefan M, Ravits, John M, Macgowan, Daniel J L, Kirby, Janine, Pioro, Erik P, Pamphlett, Roger, Broach, Jame, Gerhard, Glenn, Dunckley, Travis L, Brady, Christopher B, Kowall, Neil W, Troncoso, Juan C, Le Ber, Isabelle, Mouzat, Kevin, Lumbroso, Serge, Heiman-Patterson, Terry D, Kamel, Freya, Van Den Bosch, Ludo, Baloh, Robert H, Strom, Tim M, Meitinger, Thoma, Shatunov, Aleksey, Van Eijk, Kristel R, de Carvalho, Mamede, Kooyman, Maarten, Middelkoop, Ba, Moisse, Matthieu, Mclaughlin, Russell L, Van Es, Michael A, Weber, Marku, Boylan, Kevin B, Van Blitterswijk, Marka, Rademakers, Rosa, Morrison, Karen E, Basak, A Nazli, Mora, Jesús S, Drory, Vivian E, Shaw, Pamela J, Turner, Martin R, Talbot, Kevin, Hardiman, Orla, Williams, Kelly L, Fifita, Jennifer A, Nicholson, Garth A, Blair, Ian P, Rouleau, Guy A, Esteban-Pérez, Jesú, García-Redondo, Alberto, Al-Chalabi, Ammar, Rogaeva, Ekaterina, Zinman, Lorne, Ostrow, Lyle W, Maragakis, Nicholas J, Rothstein, Jeffrey D, Simmons, Zachary, Cooper-Knock, Johnathan, Brice, Alexi, Goutman, Stephen A, Feldman, Eva L, Gibson, Summer B, Taroni, Franco, Ratti, Antonia, Gellera, Cinzia, Van Damme, Philip, Robberecht, Wim, Fratta, Pietro, Sabatelli, Mario, Lunetta, Christian, Ludolph, Albert C, Andersen, Peter M, Weishaupt, Jochen H, Camu, William, Trojanowski, John Q, Van Deerlin, Vivianna M, Brown, Robert H, van den Berg, Leonard H, Veldink, Jan H, Harms, Matthew B, Glass, Jonathan D, Stone, David J, Tienari, Pentti, Silani, Vincenzo, Chiò, Adriano, Shaw, Christopher E, Traynor, Bryan J, Landers, John E, Université Montpellier 1 (UM1)-Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Centre Hospitalier Régional Universitaire de Tours (CHRU TOURS), and Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM)

Subjects
Male, Als gene, Genome-wide association study, FAMILIAL ALS, ALS, axonal transport, cargo, GWAS, KIF5A, WES, WGS, 0302 clinical medicine, 80 and over, Psychology, Aetiology, Aged, 80 and over, 0303 health sciences, French ALS Consortium, Kinesin, KINESIN HEAVY-CHAIN, Cognitive Sciences, Human, Hereditary spastic paraplegia, Neuroscience(all), Single-nucleotide polymorphism, TARGETED DISRUPTION, Article, 03 medical and health sciences, Genetics, Humans, Amino Acid Sequence, Loss function, Aged, HEXANUCLEOTIDE REPEAT, Neuroscience (all), MUTATIONS, Amyotrophic Lateral Sclerosis, 3112 Neurosciences, 1702 Cognitive Science, medicine.disease, ITALSGEN Consortium, Answer ALS Foundation, 030104 developmental biology, ALS Sequencing Consortium, Human medicine, 1109 Neurosciences, 030217 neurology & neurosurgery, 0301 basic medicine, [SDV]Life Sciences [q-bio], Kinesins, Neurodegenerative, Genetic analysis, Genome, AMYOTROPHIC-LATERAL-SCLEROSIS, 3124 Neurology and psychiatry, Cohort Studies, Pathogenesis, Loss of Function Mutation, Missense mutation, 2.1 Biological and endogenous factors, Amyotrophic lateral sclerosis, NYGC ALS Consortium, General Neuroscience, ALS, axonal transport, cargo, GWAS, KIF5A, WES, WGS, Middle Aged, Phenotype, Settore MED/26 - NEUROLOGIA, Neurological, Project MinE ALS Sequencing Consortium, Female, Adult, Biology, GENOTYPE IMPUTATION, Genome-Wide Association Study, Young Adult, NO, Rare Diseases, medicine, SLAGEN Consortium, Gene, 030304 developmental biology, Clinical Research in ALS and Related Disorders for Therapeutic Development (CReATe) Consortium, Neurology & Neurosurgery, Human Genome, Neurosciences, AXONAL-TRANSPORT, Brain Disorders, Family member, DNA-DAMAGE, MOTOR-NEURONS, 3111 Biomedicine, Cohort Studie, Genomic Translation for ALS Care (GTAC) Consortium, Amyotrophic Lateral Sclerosi
Abstract

© 2018 Elsevier Inc., To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS.

Published
2018
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18. Mapping information-rich genotype-phenotype landscapes with genome-scale Perturb-seq

Author

Replogle, Joseph M., primary, Saunders, Reuben A., additional, Pogson, Angela N., additional, Hussmann, Jeffrey A., additional, Lenail, Alexander, additional, Guna, Alina, additional, Mascibroda, Lauren, additional, Wagner, Eric J., additional, Adelman, Karen, additional, Lithwick-Yanai, Gila, additional, Iremadze, Nika, additional, Oberstrass, Florian, additional, Lipson, Doron, additional, Bonnar, Jessica L., additional, Jost, Marco, additional, Norman, Thomas M., additional, and Weissman, Jonathan S., additional

Published
2021
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19. An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients

Author

Li, Jonathan, primary, Lim, Ryan G., additional, Kaye, Julia A., additional, Dardov, Victoria, additional, Coyne, Alyssa N., additional, Wu, Jie, additional, Milani, Pamela, additional, Cheng, Andrew, additional, Thompson, Terri G., additional, Ornelas, Loren, additional, Frank, Aaron, additional, Adam, Miriam, additional, Banuelos, Maria G., additional, Casale, Malcolm, additional, Cox, Veerle, additional, Escalante-Chong, Renan, additional, Daigle, J. Gavin, additional, Gomez, Emilda, additional, Hayes, Lindsey, additional, Holewenski, Ronald, additional, Lei, Susan, additional, Lenail, Alex, additional, Lima, Leandro, additional, Mandefro, Berhan, additional, Matlock, Andrea, additional, Panther, Lindsay, additional, Patel-Murray, Natasha Leanna, additional, Pham, Jacqueline, additional, Ramamoorthy, Divya, additional, Sachs, Karen, additional, Shelley, Brandon, additional, Stocksdale, Jennifer, additional, Trost, Hannah, additional, Wilhelm, Mark, additional, Venkatraman, Vidya, additional, Wassie, Brook T., additional, Wyman, Stacia, additional, Yang, Stephanie, additional, Van Eyk, Jennifer E., additional, Lloyd, Thomas E., additional, Finkbeiner, Steven, additional, Fraenkel, Ernest, additional, Rothstein, Jeffrey D., additional, Sareen, Dhruv, additional, Svendsen, Clive N., additional, Thompson, Leslie M., additional, Phatnani, Hemali, additional, Kwan, Justin, additional, Broach, James R., additional, Simmons, Zachary, additional, Arcila-Londono, Ximena, additional, Lee, Edward B., additional, Van Deerlin, Vivianna M., additional, Shneider, Neil A., additional, Ostrow, Lyle W., additional, Baas, Frank, additional, Zaitlen, Noah, additional, Berry, James D., additional, Malaspina, Andrea, additional, Fratta, Pietro, additional, Cox, Gregory A., additional, Finkbeiner, Steve, additional, Dardiotis, Efthimios, additional, Miller, Timothy M., additional, Chandran, Siddharthan, additional, Pal, Suvankar, additional, Hornstein, Eran, additional, MacGowan, Daniel J., additional, Heiman-Patterson, Terry, additional, Hammell, Molly G., additional, Patsopoulos, Nikolaos.A., additional, Butovsky, Oleg, additional, Dubnau, Joshua, additional, Nath, Avindra, additional, Bowser, Robert, additional, Harms, Matt, additional, Poss, Mary, additional, Phillips-Cremins, Jennifer, additional, Crary, John, additional, Atassi, Nazem, additional, Lange, Dale J., additional, Adams, Darius J., additional, Stefanis, Leonidas, additional, Gotkine, Marc, additional, Baloh, Robert H., additional, Babu, Suma, additional, Raj, Towfique, additional, Paganoni, Sabrina, additional, Shalem, Ophir, additional, Smith, Colin, additional, Zhang, Bin, additional, Harris, Brent, additional, Broce, Iris, additional, Drory, Vivian, additional, Ravits, John, additional, McMillan, Corey, additional, Menon, Vilas, additional, Wu, Lani, additional, and Altschuler, Steven, additional

Published
2021
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20. An integrated multi-omic analysis of iPSC-derived motor neurons from C9ORF72 ALS patients.

Author

NeuroLINCS Consortium, NeuroLINCS Consortium, 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, NYGC ALS Consortium, Van Eyk, Jennifer E, Lloyd, Thomas E, Finkbeiner, Steven, Fraenkel, Ernest, Rothstein, Jeffrey D, Sareen, Dhruv, Svendsen, Clive N, Thompson, Leslie M, NeuroLINCS Consortium, NeuroLINCS Consortium, 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, NYGC ALS Consortium, Van Eyk, Jennifer E, Lloyd, Thomas E, Finkbeiner, Steven, Fraenkel, Ernest, Rothstein, Jeffrey D, Sareen, Dhruv, Svendsen, Clive N, and Thompson, Leslie M

Abstract

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.

Published
2021

21. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author

Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P., Renton, Alan E., Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A., Kenna, Brendan J., Nalls, Mike A., Keagle, Pamela, Rivera, Alberto M., van Rheenen, Wouter, Murphy, Natalie A., van Vugt, Joke J. F. A., Geiger, Joshua T., van der Spek, Rick, Pliner, Hannah A., Shankaracharya, null, Smith, Bradley N., Marangi, Giuseppe, Topp, Simon D., Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D., Kenna, Aoife, Logullo, Francesco O., Simone, Isabella, Logroscino, Giancarlo, Salvi, Fabrizio, Bartolomei, Ilaria, Borghero, Giuseppe, Murru, Maria Rita, Costantino, Emanuela, Pani, Carla, Puddu, Roberta, Caredda, Carla, Piras, Valeria, Tranquilli, Stefania, Cuccu, Stefania, Corongiu, Daniela, Melis, Maurizio, Milia, Antonio, Marrosu, Francesco, Marrosu, Maria Giovanna, Floris, Gianluca, Cannas, Antonino, Capasso, Margherita, Caponnetto, Claudia, Mancardi, Gianluigi, Origone, Paola, Mandich, Paola, Conforti, Francesca L., Cavallaro, Sebastiano, Mora, Gabriele, Marinou, Kalliopi, Sideri, Riccardo, Penco, Silvana, Mosca, Lorena, Lunetta, Christian, Pinter, Giuseppe Lauria, Corbo, Massimo, Riva, Nilo, Carrera, Paola, Volanti, Paolo, Mandrioli, Jessica, Fini, Nicola, Fasano, Antonio, Tremolizzo, Lucio, Arosio, Alessandro, Ferrarese, Carlo, Trojsi, Francesca, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Piccirillo, Giovanni, Femiano, Cinzia, Ticca, Anna, Ortu, Enzo, La Bella, Vincenzo, Spataro, Rossella, Colletti, Tiziana, Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, Marialuisa, Petrucci, Antonio, Pugliatti, Maura, Pirisi, Angelo, Parish, Leslie D., Occhineri, Patrizia, Giannini, Fabio, Battistini, Stefania, Ricci, Claudia, Benigni, Michele, Cau, Tea B., Loi, Daniela, Calvo, Andrea, Moglia, Cristina, Brunetti, Maura, Barberis, Marco, Restagno, Gabriella, Casale, Federico, Marrali, Giuseppe, Fuda, Giuseppe, Ossola, Irene, Cammarosano, Stefania, Canosa, Antonio, Ilardi, Antonio, Manera, Umberto, Grassano, Maurizio, Tanel, Raffaella, Pisano, Fabrizio, Mazzini, Letizia, Messina, Sonia, D'Alfonso, Sandra, Corrado, Lucia, Ferrucci, Luigi, Harms, Matthew B., Goldstein, David B., Shneider, Neil A., Goutman, Stephen, Simmons, Zachary, Miller, Timothy M., Chandran, Siddharthan, Pal, Suvankar, Manousakis, George, Appel, Stanley, Simpson, Ericka, Wang, Leo, Baloh, Robert H., Gibson, Summer, Bedlack, Richard S., Lacomis, David, Sareen, Dhruv, Sherman, Alexander, Bruijn, Lucie, Penny, Michelle, Moreno, Cristiane de Araujo Martins, Kamalakaran, Sitharthan, Allen, Andrew S., Boone, Braden E., Brown, Robert, Carulli, John P., Chesi, Alessandra, Chung, Wendy K., Cirulli, Elizabeth T., Cooper, Gregory M., Couthouis, Julien, Day-Williams, Aaron G., Dion, Patrick A., Gitler, Aaron D., Glass, Jonathan D., Han, Yujun, Harris, Tim, Hayes, Sebastian D., Jones, Angela L., Keebler, Jonathan, Krueger, Brian J., Lasseigne, Brittany N., Levy, Shawn E., Lu, Yi-Fan, Maniatis, Tom, McKenna-Yasek, Diane, Myers, Richard M., Petrovski, Slavé, Pulst, Stefan M., Raphael, Alya R., Ravits, John M., Ren, Zhong, Rouleau, Guy A., Sapp, Peter C., Sims, Katherine B., Staropoli, John F., Waite, Lindsay L., Wang, Quanli, Wimbish, Jack R., Xin, Winnie W., Phatnani, Hemali, Kwan, Justin, Broach, James R., Arcila-Londono, Ximena, Lee, Edward B., Van Deerlin, Vivianna M., Fraenkel, Ernest, Ostrow, Lyle W., Baas, Frank, Zaitlen, Noah, Berry, James D., Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A., Thompson, Leslie M., Finkbeiner, Steven, Dardiotis, Efthimios, Hornstein, Eran, MacGowan, Daniel J., Heiman-Patterson, Terry, Hammell, Molly G., Patsopoulos, Nikolaos A., Dubnau, Joshua, Nath, Avindra, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C., Kaye, Julia, Wyman, Stacia, LeNail, Alexander, Lima, Leandro, Rothstein, Jeffrey D., Svendsen, Clive N., Van Eyk, Jenny, Maragakis, Nicholas J., Kolb, Stephen J., Cudkowicz, Merit, Baxi, Emily, Wyman, Stacia K., Van Eyk, Jennifer E., Benatar, Michael, Taylor, J. Paul, Wu, Gang, Rampersaud, Evadnie, Wuu, Joanne, Rademakers, Rosa, Züchner, Stephan, Schule, Rebecca, McCauley, Jacob, Hussain, Sumaira, Cooley, Anne, Wallace, Marielle, Clayman, Christine, Barohn, Richard, Statland, Jeffrey, Ravits, John, Swenson, Andrea, Jackson, Carlayne, Trivedi, Jaya, Khan, Shaida, Katz, Jonathan, Jenkins, Liberty, Burns, Ted, Gwathmey, Kelly, Caress, James, McMillan, Corey, Elman, Lauren, Pioro, Erik, Heckmann, Jeannine, So, Yuen, Walk, David, Maiser, Samuel, Zhang, Jinghui, Silani, Vincenzo, Gellera, Cinzia, Ratti, Antonia, Taroni, Franco, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P., Sorarù, Gianni, Cereda, Cristina, De Marchi, Fabiola, Corti, Stefania, Ceroni, Mauro, Siciliano, Gabriele, Filosto, Massimiliano, Inghilleri, Maurizio, Peverelli, Silvia, Colombrita, Claudia, Poletti, Barbara, Maderna, Luca, Del Bo, Roberto, Gagliardi, Stella, Querin, Giorgia, Bertolin, Cinzia, Pensato, Viviana, Castellotti, Barbara, Camu, William, Mouzat, Kevin, Lumbroso, Serge, Corcia, Philippe, Meininger, Vincent, Besson, Gérard, Lagrange, Emmeline, Clavelou, Pierre, Guy, Nathalie, Couratier, Philippe, Vourch, Patrick, Danel, Véronique, Bernard, Emilien, Lemasson, Gwendal, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, Orrell, Richard W., Sidle, Katie C., Hardy, John, Singleton, Andrew B., Johnson, Janel O., Arepalli, Sampath, Polak, Meraida, Asress, Seneshaw, Al-Sarraj, Safa, King, Andrew, Troakes, Claire, Vance, Caroline, de Belleroche, Jacqueline, ten Asbroek, Anneloor L. M. A., Muñoz-Blanco, José Luis, Hernandez, Dena G., Ding, Jinhui, Gibbs, J. Raphael, Scholz, Sonja W., Floeter, Mary Kay, Campbell, Roy H., Landi, Francesco, Bowser, Robert, MacGowan, Daniel J. L., Kirby, Janine, Pioro, Erik P., Pamphlett, Roger, Broach, James, Gerhard, Glenn, Dunckley, Travis L., Brady, Christopher B., Kowall, Neil W., Troncoso, Juan C., Le Ber, Isabelle, Heiman-Patterson, Terry D., Kamel, Freya, Van Den Bosch, Ludo, Strom, Tim M., Meitinger, Thomas, Shatunov, Aleksey, Van Eijk, Kristel R., de Carvalho, Mamede, Kooyman, Maarten, Middelkoop, Bas, Moisse, Mattieu, McLaughlin, Russell L., Van Es, Michael A., Weber, Markus, Boylan, Kevin B., Van Blitterswijk, Marka, Morrison, Karen E., Basak, A. Nazli, Mora, Jesús S., Drory, Vivian E., Shaw, Pamela J., Turner, Martin R., Talbot, Kevin, Hardiman, Orla, Williams, Kelly L., Fifita, Jennifer A., Nicholson, Garth A., Blair, Ian P., Esteban-Pérez, Jesús, García-Redondo, Alberto, Al-Chalabi, Ammar, Al Kheifat, Ahmad, Andersen, Peter, Chio, Adriano, Cooper-Knock, Jonathan, Dekker, Annelot, Drory, Vivian, Redondo, Alberto Garcia, Gotkine, Marc, Hide, Winston, Iacoangeli, Alfredo, Glass, Jonathan, Kenna, Kevin, Kiernan, Matthew, Landers, John, McLaughlin, Russell, Mill, Jonathan, Neto, Miguel Mitne, Pardina, Jesus Mora, Morrison, Karen, Newhouse, Stephen, Pinto, Susana, Pulit, Sara, Robberecht, Wim, Shaw, Pamela, Shaw, Chris, Sproviero, William, Tazelaar, Gijs, van Damme, Philip, van den Berg, Leonard, van Eijk, Kristel, van Es, Michael, van Vugt, Joke, Veldink, Jan, Zatz, Mayana, Bauer, Denis C., Twine, Natalie A., Rogaeva, Ekaterina, Zinman, Lorne, Brice, Alexis, Goutman, Stephen A., Feldman, Eva L., Gibson, Summer B., Ludolph, Albert C., Andersen, Peter M., Weishaupt, Jochen H., Trojanowski, John Q., Brown, Robert H., van den Berg, Leonard H., Veldink, Jan H., Stone, David J., Tienari, Pentti, Chiò, Adriano, Shaw, Christopher E., Traynor, Bryan J., Landers, John E., Nicolas, A, Kenna, K, Renton, A, Ticozzi, N, Faghri, F, Chia, R, Dominov, J, Kenna, B, Nalls, M, Keagle, P, Rivera, A, van Rheenen, W, Murphy, N, van Vugt, J, Geiger, J, van der Spek, R, Pliner, H, Shankaracharya, N, Smith, B, Marangi, G, Topp, S, Abramzon, Y, Gkazi, A, Eicher, J, Kenna, A, Logullo, F, Simone, I, Logroscino, G, Salvi, F, Bartolomei, I, Borghero, G, Murru, M, Costantino, E, Pani, C, Puddu, R, Caredda, C, Piras, V, Tranquilli, S, Cuccu, S, Corongiu, D, Melis, M, Milia, A, Marrosu, F, Marrosu, M, Floris, G, Cannas, A, Capasso, M, Caponnetto, C, Mancardi, G, Origone, P, Mandich, P, Conforti, F, Cavallaro, S, Mora, G, Marinou, K, Sideri, R, Penco, S, Mosca, L, Lunetta, C, Pinter, G, Corbo, M, Riva, N, Carrera, P, Volanti, P, Mandrioli, J, Fini, N, Fasano, A, Tremolizzo, L, Arosio, A, Ferrarese, C, Trojsi, F, Tedeschi, G, Monsurrò, M, Piccirillo, G, Femiano, C, Ticca, A, Ortu, E, La Bella, V, Spataro, R, Colletti, T, Sabatelli, M, Zollino, M, Conte, A, Luigetti, M, Lattante, S, Santarelli, M, Petrucci, A, Pugliatti, M, Pirisi, A, Parish, L, Occhineri, P, Giannini, F, Battistini, S, Ricci, C, Benigni, M, Cau, T, Loi, D, Calvo, A, Moglia, C, Brunetti, M, Barberis, M, Restagno, G, Casale, F, Marrali, G, Fuda, G, Ossola, I, Cammarosano, S, Canosa, A, Ilardi, A, Manera, U, Grassano, M, Tanel, R, Pisano, F, Mazzini, L, Messina, S, D'Alfonso, S, Corrado, L, Ferrucci, L, Harms, M, Goldstein, D, Shneider, N, Goutman, S, Simmons, Z, Miller, T, Chandran, S, Pal, S, Manousakis, G, Appel, S, Simpson, E, Wang, L, Baloh, R, Gibson, S, Bedlack, R, Lacomis, D, Sareen, D, Sherman, A, Bruijn, L, Penny, M, Moreno, C, Kamalakaran, S, Allen, A, Boone, B, Brown, R, Carulli, J, Chesi, A, Chung, W, Cirulli, E, Cooper, G, Couthouis, J, Day-Williams, A, Dion, P, Gitler, A, Glass, J, Han, Y, Harris, T, Hayes, S, Jones, A, Keebler, J, Krueger, B, Lasseigne, B, Levy, S, Lu, Y, Maniatis, T, McKenna-Yasek, D, Myers, R, Petrovski, S, Pulst, S, Raphael, A, Ravits, J, Ren, Z, Rouleau, G, Sapp, P, Sims, K, Staropoli, J, Waite, L, Wang, Q, Wimbish, J, Xin, W, Phatnani, H, Kwan, J, Broach, J, Arcila-Londono, X, Lee, E, Van Deerlin, V, Fraenkel, E, Ostrow, L, Baas, F, Zaitlen, N, Berry, J, Malaspina, A, Fratta, P, Cox, G, Thompson, L, Finkbeiner, S, Dardiotis, E, Hornstein, E, Macgowan, D, Heiman-Patterson, T, Hammell, M, Patsopoulos, N, Dubnau, J, Nath, A, Musunuri, R, Evani, U, Abhyankar, A, Zody, M, Kaye, J, Wyman, S, Lenail, A, Lima, L, Rothstein, J, Svendsen, C, Van Eyk, J, Maragakis, N, Kolb, S, Cudkowicz, M, Baxi, E, Benatar, M, Taylor, J, Wu, G, Rampersaud, E, Wuu, J, Rademakers, R, Züchner, S, Schule, R, Mccauley, J, Hussain, S, Cooley, A, Wallace, M, Clayman, C, Barohn, R, Statland, J, Swenson, A, Jackson, C, Trivedi, J, Khan, S, Katz, J, Jenkins, L, Burns, T, Gwathmey, K, Caress, J, Mcmillan, C, Elman, L, Pioro, E, Heckmann, J, So, Y, Walk, D, Maiser, S, Zhang, J, Silani, V, Gellera, C, Ratti, A, Taroni, F, Lauria, G, Verde, F, Fogh, I, Tiloca, C, Comi, G, Sorarù, G, Cereda, C, De Marchi, F, Corti, S, Ceroni, M, Siciliano, G, Filosto, M, Inghilleri, M, Peverelli, S, Colombrita, C, Poletti, B, Maderna, L, Del Bo, R, Gagliardi, S, Querin, G, Bertolin, C, Pensato, V, Castellotti, B, Camu, W, Mouzat, K, Lumbroso, S, Corcia, P, Meininger, V, Besson, G, Lagrange, E, Clavelou, P, Guy, N, Couratier, P, Vourch, P, Danel, V, Bernard, E, Lemasson, G, Laaksovirta, H, Myllykangas, L, Jansson, L, Valori, M, Ealing, J, Hamdalla, H, Rollinson, S, Pickering-Brown, S, Orrell, R, Sidle, K, Hardy, J, Singleton, A, Johnson, J, Arepalli, S, Polak, M, Asress, S, Al-Sarraj, S, King, A, Troakes, C, Vance, C, de Belleroche, J, ten Asbroek, A, Muñoz-Blanco, J, Hernandez, D, Ding, J, Gibbs, J, Scholz, S, Floeter, M, Campbell, R, Landi, F, Bowser, R, Kirby, J, Pamphlett, R, Gerhard, G, Dunckley, T, Brady, C, Kowall, N, Troncoso, J, Le Ber, I, Kamel, F, Van Den Bosch, L, Strom, T, Meitinger, T, Shatunov, A, Van Eijk, K, de Carvalho, M, Kooyman, M, Middelkoop, B, Moisse, M, Mclaughlin, R, Van Es, M, Weber, M, Boylan, K, Van Blitterswijk, M, Morrison, K, Basak, A, Mora, J, Drory, V, Shaw, P, Turner, M, Talbot, K, Hardiman, O, Williams, K, Fifita, J, Nicholson, G, Blair, I, Esteban-Pérez, J, García-Redondo, A, Al-Chalabi, A, Al Kheifat, A, Andersen, P, Chio, A, Cooper-Knock, J, Dekker, A, Redondo, A, Gotkine, M, Hide, W, Iacoangeli, A, Kiernan, M, Landers, J, Mill, J, Neto, M, Pardina, J, Newhouse, S, Pinto, S, Pulit, S, Robberecht, W, Shaw, C, Sproviero, W, Tazelaar, G, van Damme, P, van den Berg, L, van Eijk, K, van Es, M, Veldink, J, Zatz, M, Bauer, D, Twine, N, Rogaeva, E, Zinman, L, Brice, A, Feldman, E, Ludolph, A, Weishaupt, J, Trojanowski, J, Stone, D, Tienari, P, Chiò, A, Traynor, B, Nicolas, Aude, Kenna, Kevin P., Renton, Alan E., Ticozzi, Nicola, Faghri, Faraz, Chia, Ruth, Dominov, Janice A., Kenna, Brendan J., Nalls, Mike A., Keagle, Pamela, Rivera, Alberto M., van Rheenen, Wouter, Murphy, Natalie A., van Vugt, Joke J. F. A., Geiger, Joshua T., van der Spek, Rick, Pliner, Hannah A., Shankaracharya, null, Smith, Bradley N., Marangi, Giuseppe, Topp, Simon D., Abramzon, Yevgeniya, Gkazi, Athina Soragia, Eicher, John D., Kenna, Aoife, Logullo, Francesco O., Simone, Isabella, Logroscino, Giancarlo, Salvi, Fabrizio, Bartolomei, Ilaria, Borghero, Giuseppe, Murru, Maria Rita, Costantino, Emanuela, Pani, Carla, Puddu, Roberta, Caredda, Carla, Piras, Valeria, Tranquilli, Stefania, Cuccu, Stefania, Corongiu, Daniela, Melis, Maurizio, Milia, Antonio, Marrosu, Francesco, Marrosu, Maria Giovanna, Floris, Gianluca, Cannas, Antonino, Capasso, Margherita, Caponnetto, Claudia, Mancardi, Gianluigi, Origone, Paola, Mandich, Paola, Conforti, Francesca L., Cavallaro, Sebastiano, Mora, Gabriele, Marinou, Kalliopi, Sideri, Riccardo, Penco, Silvana, Mosca, Lorena, Lunetta, Christian, Pinter, Giuseppe Lauria, Corbo, Massimo, Riva, Nilo, Carrera, Paola, Volanti, Paolo, Mandrioli, Jessica, Fini, Nicola, Fasano, Antonio, Tremolizzo, Lucio, Arosio, Alessandro, Ferrarese, Carlo, Trojsi, Francesca, Tedeschi, Gioacchino, Monsurrò, Maria Rosaria, Piccirillo, Giovanni, Femiano, Cinzia, Ticca, Anna, Ortu, Enzo, La Bella, Vincenzo, Spataro, Rossella, Colletti, Tiziana, Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, Marialuisa, Petrucci, Antonio, Pugliatti, Maura, Pirisi, Angelo, Parish, Leslie D., Occhineri, Patrizia, Giannini, Fabio, Battistini, Stefania, Ricci, Claudia, Benigni, Michele, Cau, Tea B., Loi, Daniela, Calvo, Andrea, Moglia, Cristina, Brunetti, Maura, Barberis, Marco, Restagno, Gabriella, Casale, Federico, Marrali, Giuseppe, Fuda, Giuseppe, Ossola, Irene, Cammarosano, Stefania, Canosa, Antonio, Ilardi, Antonio, Manera, Umberto, Grassano, Maurizio, Tanel, Raffaella, Pisano, Fabrizio, Mazzini, Letizia, Messina, Sonia, D'Alfonso, Sandra, Corrado, Lucia, Ferrucci, Luigi, Harms, Matthew B., Goldstein, David B., Shneider, Neil A., Goutman, Stephen, Simmons, Zachary, Miller, Timothy M., Chandran, Siddharthan, Pal, Suvankar, Manousakis, George, Appel, Stanley, Simpson, Ericka, Wang, Leo, Baloh, Robert H., Gibson, Summer, Bedlack, Richard S., Lacomis, David, Sareen, Dhruv, Sherman, Alexander, Bruijn, Lucie, Penny, Michelle, Moreno, Cristiane de Araujo Martins, Kamalakaran, Sitharthan, Allen, Andrew S., Boone, Braden E., Brown, Robert, Carulli, John P., Chesi, Alessandra, Chung, Wendy K., Cirulli, Elizabeth T., Cooper, Gregory M., Couthouis, Julien, Day-Williams, Aaron G., Dion, Patrick A., Gitler, Aaron D., Glass, Jonathan D., Han, Yujun, Harris, Tim, Hayes, Sebastian D., Jones, Angela L., Keebler, Jonathan, Krueger, Brian J., Lasseigne, Brittany N., Levy, Shawn E., Lu, Yi-Fan, Maniatis, Tom, McKenna-Yasek, Diane, Myers, Richard M., Petrovski, Slavé, Pulst, Stefan M., Raphael, Alya R., Ravits, John M., Ren, Zhong, Rouleau, Guy A., Sapp, Peter C., Sims, Katherine B., Staropoli, John F., Waite, Lindsay L., Wang, Quanli, Wimbish, Jack R., Xin, Winnie W., Phatnani, Hemali, Kwan, Justin, Broach, James R., Arcila-Londono, Ximena, Lee, Edward B., Van Deerlin, Vivianna M., Fraenkel, Ernest, Ostrow, Lyle W., Baas, Frank, Zaitlen, Noah, Berry, James D., Malaspina, Andrea, Fratta, Pietro, Cox, Gregory A., Thompson, Leslie M., Finkbeiner, Steven, Dardiotis, Efthimios, Hornstein, Eran, MacGowan, Daniel J., Heiman-Patterson, Terry, Hammell, Molly G., Patsopoulos, Nikolaos A., Dubnau, Joshua, Nath, Avindra, Musunuri, Rajeeva Lochan, Evani, Uday Shankar, Abhyankar, Avinash, Zody, Michael C., Kaye, Julia, Wyman, Stacia, LeNail, Alexander, Lima, Leandro, Rothstein, Jeffrey D., Svendsen, Clive N., Van Eyk, Jenny, Maragakis, Nicholas J., Kolb, Stephen J., Cudkowicz, Merit, Baxi, Emily, Wyman, Stacia K., Van Eyk, Jennifer E., Benatar, Michael, Taylor, J. Paul, Wu, Gang, Rampersaud, Evadnie, Wuu, Joanne, Rademakers, Rosa, Züchner, Stephan, Schule, Rebecca, McCauley, Jacob, Hussain, Sumaira, Cooley, Anne, Wallace, Marielle, Clayman, Christine, Barohn, Richard, Statland, Jeffrey, Ravits, John, Swenson, Andrea, Jackson, Carlayne, Trivedi, Jaya, Khan, Shaida, Katz, Jonathan, Jenkins, Liberty, Burns, Ted, Gwathmey, Kelly, Caress, James, McMillan, Corey, Elman, Lauren, Pioro, Erik, Heckmann, Jeannine, So, Yuen, Walk, David, Maiser, Samuel, Zhang, Jinghui, Silani, Vincenzo, Gellera, Cinzia, Ratti, Antonia, Taroni, Franco, Lauria, Giuseppe, Verde, Federico, Fogh, Isabella, Tiloca, Cinzia, Comi, Giacomo P., Sorarù, Gianni, Cereda, Cristina, De Marchi, Fabiola, Corti, Stefania, Ceroni, Mauro, Siciliano, Gabriele, Filosto, Massimiliano, Inghilleri, Maurizio, Peverelli, Silvia, Colombrita, Claudia, Poletti, Barbara, Maderna, Luca, Del Bo, Roberto, Gagliardi, Stella, Querin, Giorgia, Bertolin, Cinzia, Pensato, Viviana, Castellotti, Barbara, Camu, William, Mouzat, Kevin, Lumbroso, Serge, Corcia, Philippe, Meininger, Vincent, Besson, Gérard, Lagrange, Emmeline, Clavelou, Pierre, Guy, Nathalie, Couratier, Philippe, Vourch, Patrick, Danel, Véronique, Bernard, Emilien, Lemasson, Gwendal, Laaksovirta, Hannu, Myllykangas, Liisa, Jansson, Lilja, Valori, Miko, Ealing, John, Hamdalla, Hisham, Rollinson, Sara, Pickering-Brown, Stuart, Orrell, Richard W., Sidle, Katie C., Hardy, John, Singleton, Andrew B., Johnson, Janel O., Arepalli, Sampath, Polak, Meraida, Asress, Seneshaw, Al-Sarraj, Safa, King, Andrew, Troakes, Claire, Vance, Caroline, de Belleroche, Jacqueline, ten Asbroek, Anneloor L. M. A., Muñoz-Blanco, José Luis, Hernandez, Dena G., Ding, Jinhui, Gibbs, J. Raphael, Scholz, Sonja W., Floeter, Mary Kay, Campbell, Roy H., Landi, Francesco, Bowser, Robert, MacGowan, Daniel J. L., Kirby, Janine, Pioro, Erik P., Pamphlett, Roger, Broach, James, Gerhard, Glenn, Dunckley, Travis L., Brady, Christopher B., Kowall, Neil W., Troncoso, Juan C., Le Ber, Isabelle, Heiman-Patterson, Terry D., Kamel, Freya, Van Den Bosch, Ludo, Strom, Tim M., Meitinger, Thomas, Shatunov, Aleksey, Van Eijk, Kristel R., de Carvalho, Mamede, Kooyman, Maarten, Middelkoop, Bas, Moisse, Mattieu, McLaughlin, Russell L., Van Es, Michael A., Weber, Markus, Boylan, Kevin B., Van Blitterswijk, Marka, Morrison, Karen E., Basak, A. Nazli, Mora, Jesús S., Drory, Vivian E., Shaw, Pamela J., Turner, Martin R., Talbot, Kevin, Hardiman, Orla, Williams, Kelly L., Fifita, Jennifer A., Nicholson, Garth A., Blair, Ian P., Esteban-Pérez, Jesús, García-Redondo, Alberto, Al-Chalabi, Ammar, Al Kheifat, Ahmad, Andersen, Peter, Chio, Adriano, Cooper-Knock, Jonathan, Dekker, Annelot, Drory, Vivian, Redondo, Alberto Garcia, Gotkine, Marc, Hide, Winston, Iacoangeli, Alfredo, Glass, Jonathan, Kenna, Kevin, Kiernan, Matthew, Landers, John, McLaughlin, Russell, Mill, Jonathan, Neto, Miguel Mitne, Pardina, Jesus Mora, Morrison, Karen, Newhouse, Stephen, Pinto, Susana, Pulit, Sara, Robberecht, Wim, Shaw, Pamela, Shaw, Chris, Sproviero, William, Tazelaar, Gijs, van Damme, Philip, van den Berg, Leonard, van Eijk, Kristel, van Es, Michael, van Vugt, Joke, Veldink, Jan, Zatz, Mayana, Bauer, Denis C., Twine, Natalie A., Rogaeva, Ekaterina, Zinman, Lorne, Brice, Alexis, Goutman, Stephen A., Feldman, Eva L., Gibson, Summer B., Ludolph, Albert C., Andersen, Peter M., Weishaupt, Jochen H., Trojanowski, John Q., Brown, Robert H., van den Berg, Leonard H., Veldink, Jan H., Stone, David J., Tienari, Pentti, Chiò, Adriano, Shaw, Christopher E., Traynor, Bryan J., and Landers, John E.

Abstract

To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS. Using a large-scale genome-wide association study and exome sequencing, we identified KIF5A as a novel gene associated with ALS. Our data broaden the phenotype resulting from mutations in KIF5A and highlight the importance of cytoskeletal defects in the pathogenesis of ALS.

Published
2018

22. Shallow Sparsely-Connected Autoencoders for Gene Set Projection

Author

Alexander LeNail, Maxwell P. Gold, Ernest Fraenkel, and Massachusetts Institute of Technology. Department of Biological Engineering

Subjects
0301 basic medicine, Computer science, Breast Neoplasms, single-cell RNA-Sequencing, Article, Set (abstract data type), 03 medical and health sciences, gene set, Gene set analysis, Humans, variational autoencoder, Gene Regulatory Networks, Projection (set theory), autoencoder, Biological data, Blood Cells, business.industry, Sequence Analysis, RNA, Gene Expression Profiling, Gene sets, Computational Biology, Pattern recognition, Autoencoder, Survival Analysis, 3. Good health, 030104 developmental biology, Female, Artificial intelligence, Neural Networks, Computer, Supervised Machine Learning, Single-Cell Analysis, business
Abstract

When analyzing biological data, it can be helpful to consider gene sets, or predefined groups of biologically related genes. Methods exist for identifying gene sets that are differential between conditions, but large public datasets from consortium projects and single-cell RNA-Sequencing have opened the door for gene set analysis using more sophisticated machine learning techniques, such as autoencoders and variational autoencoders. We present shallow sparsely-connected autoencoders (SSCAs) and variational autoencoders (SSCVAs) as tools for projecting gene-level data onto gene sets. We tested these approaches on single-cell RNA-Sequencing data from blood cells and on RNA-Sequencing data from breast cancer patients. Both SSCA and SSCVA can recover known biological features from these datasets and the SSCVA method often outperforms SSCA (and six existing gene set scoring algorithms) on classification and prediction tasks., National Institutes of Health (U.S.) (Grant R01NS089076), National Institutes of Health (U.S.) (Grant 1U01CA18498)

Published
2019

23. Shallow Sparsely-Connected Autoencoders for Gene Set Projection

Author

Massachusetts Institute of Technology. Department of Biological Engineering, Gold, Maxwell P., Lenail, Alexander, Fraenkel, Ernest, Massachusetts Institute of Technology. Department of Biological Engineering, Gold, Maxwell P., Lenail, Alexander, and Fraenkel, Ernest

Abstract

When analyzing biological data, it can be helpful to consider gene sets, or predefined groups of biologically related genes. Methods exist for identifying gene sets that are differential between conditions, but large public datasets from consortium projects and single-cell RNA-Sequencing have opened the door for gene set analysis using more sophisticated machine learning techniques, such as autoencoders and variational autoencoders. We present shallow sparsely-connected autoencoders (SSCAs) and variational autoencoders (SSCVAs) as tools for projecting gene-level data onto gene sets. We tested these approaches on single-cell RNA-Sequencing data from blood cells and on RNA-Sequencing data from breast cancer patients. Both SSCA and SSCVA can recover known biological features from these datasets and the SSCVA method often outperforms SSCA (and six existing gene set scoring algorithms) on classification and prediction tasks., National Institutes of Health (U.S.) (Grant R01NS089076), National Institutes of Health (U.S.) (Grant 1U01CA18498)

Published
2020

24. Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups

Author

Massachusetts Institute of Technology. Department of Biological Engineering, Ehrenberger, Tobias, Gold, Maxwell P., LeNail, Alexander, Ramamoorthy, Divya, Fraenkel, Ernest, Massachusetts Institute of Technology. Department of Biological Engineering, Ehrenberger, Tobias, Gold, Maxwell P., LeNail, Alexander, Ramamoorthy, Divya, and Fraenkel, Ernest

Abstract

There is a pressing need to identify therapeutic targets in tumors with low mutation rates such as the malignant pediatric brain tumor medulloblastoma. To address this challenge, we quantitatively profiled global proteomes and phospho-proteomes of 45 medulloblastoma samples. Integrated analyses revealed that tumors with similar RNA expression vary extensively at the post-transcriptional and post-translational levels. We identified distinct pathways associated with two subsets of SHH tumors, and found post-translational modifications of MYC that are associated with poor outcomes in group 3 tumors. We found kinases associated with subtypes and showed that inhibiting PRKDC sensitizes MYC-driven cells to radiation. Our study shows that proteomics enables a more comprehensive, functional readout, providing a foundation for future therapeutic strategies.

Published
2020

25. A fast prize-collecting steiner forest algorithm for functional analyses in biological networks

Author

Ernest Fraenkel, Roberto Montemanni, Ivo Kwee, Francesco Bertoni, Murodzhon Akhmedov, Alexander LeNail, Massachusetts Institute of Technology. Department of Biological Engineering, Fraenkel, Ernest, Akhmedov, Murodzhon, and Lenail, Alexander

Subjects
0301 basic medicine, Mathematical optimization, Computer science, Heuristic (computer science), media_common.quotation_subject, 0102 computer and information sciences, 01 natural sciences, 03 medical and health sciences, 030104 developmental biology, 010201 computation theory & mathematics, Factor (programming language), Steiner forest, Quality (business), computer, Algorithm, Biological network, MathematicsofComputing_DISCRETEMATHEMATICS, media_common, computer.programming_language
Abstract

The Prize-collecting Steiner Forest (PCSF) problem is NP-hard, requiring extreme computational effort to find exact solutions for large inputs. We introduce a new heuristic algorithm for PCSF which preserves the quality of solutions obtained by previous heuristic approaches while reducing the runtime by a factor of 10 for larger graphs. By decreasing the draw on computational resources, this algorithm affords systems biologists the opportunity to analyze larger biological networks faster and narrow their analyses to individual patients. Keywords: Prize-collecting Steiner Forest, Biological networks, National Institutes of Health (U.S.) (U54-NS-091046), National Institutes of Health (U.S.) (U01-CA184898), Swiss National Science Foundation (205321-147138)

Published
2017

29. Genome-wide Analyses Identify KIF5A as a Novel ALS Gene

Author

Nicolas, A., Kenna, K. P., Renton, A. E., Ticozzi, N., Faghri, F., Chia, R., Dominov, J. A., Kenna, B. J., Nalls, M. A., Keagle, P., Rivera, A. M., van Rheenen, W., Murphy, N. A., van Vugt, J. J. F. A., Geiger, J. T., Van der Spek, R. A., Pliner, H. A., Shankaracharya, Smith, B. N., Marangi, Giuseppe, Topp, S. D., Abramzon, Y., Gkazi, A. S., Eicher, J. D., Kenna, A., Logullo, F. O., Simone, I. L., Logroscino, Giandomenico, Salvi, F., Bartolomei, I., Borghero, G., Murru, M. R., Costantino, E., Pani, C., Puddu, R., Caredda, C., Piras, V., Tranquilli, S., Cuccu, S., Corongiu, D., Melis, M., Milia, A., Marrosu, F., Marrosu, M. G., Floris, G., Cannas, A., Capasso, Monica, Caponnetto, C., Mancardi, G., Origone, P., Mandich, P., Conforti, F. L., Cavallaro, S., Mora, G., Marinou, K., Sideri, R., Penco, S., Mosca, Luigi, Lunetta, C., Pinter, G. L., Corbo, M., Riva, N., Carrera, P., Volanti, P., Mandrioli, J., Fini, N., Fasano, Alfonso, Tremolizzo, L., Arosio, A., Ferrarese, C., Trojsi, F., Tedeschi, G., Monsurro, M. R., Piccirillo, G., Femiano, C., Ticca, A., Ortu, E., La Bella, V., Spataro, R., Colletti, T., Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, M., Petrucci, A., Pugliatti, M., Pirisi, A., Parish, L. D., Occhineri, P., Giannini, F., Battistini, S., Ricci, C., Benigni, M., Cau, T. B., Loi, D., Calvo, A., Moglia, C., Brunetti, M., Barberis, M., Restagno, G., Casale, F., Marrali, G., Fuda, G., Ossola, I., Cammarosano, S., Canosa, A., Ilardi, A., Manera, U., Grassano, M., Tanel, R., Pisano, F., Mazzini, L., Messina, S., D'Alfonso, Sandra, Corrado, L., Ferrucci, L., Harms, M. B., Goldstein, D. B., Shneider, N. A., Goutman, S. A., Simmons, Z., Miller, T. M., Chandran, S., Pal, S., Manousakis, G., Appel, S. H., Simpson, E., Wang, L., Baloh, R. H., Gibson, S. B., Bedlack, R., Lacomis, D., Sareen, D., Sherman, A., Bruijn, L., Penny, M., Moreno, C. D. A. M., Kamalakaran, S., Allen, A. S., Boone, B. E., Brown, R. H., Carulli, J. P., Chesi, A., Chung, W. K., Cirulli, E. T., Cooper, G. M., Couthouis, J., Day-Williams, A. G., Dion, P. A., Gitler, A. D., Glass, J. D., Han, Y., Harris, T., Hayes, S. D., Jones, A. L., Keebler, J., Krueger, B. J., Lasseigne, B. N., Levy, S. E., Lu, Y. -F., Maniatis, T., McKenna-Yasek, D., Myers, R. M., Petrovski, S., Pulst, S. M., Raphael, A. R., Ravits, J. M., Ren, Z., Rouleau, G. A., Sapp, P. C., Sims, K. B., Staropoli, J. F., Waite, L. L., Wang, Quanquan, Wimbish, J. R., Xin, W. W., Phatnani, H., Kwan, J., Broach, J., Arcila-Londono, X., Lee, E. B., Van Deerlin, V. M., Fraenkel, E., Ostrow, L. W., Baas, F., Zaitlen, N., Berry, J. D., Malaspina, A., Fratta, P., Cox, G. A., Thompson, L. M., Finkbeiner, S., Dardiotis, E., Hornstein, E., Macgowan, D. J. L., Heiman-Patterson, T., Hammell, M. G., Patsopoulos, N. A., Dubnau, J., Nath, A., Musunuri, R. L., Evani, U. S., Abhyankar, A., Zody, M. C., Kaye, J., Wyman, S. K., Lenail, A., Lima, L., Rothstein, J. D., Svendsen, C. N., Van Eyk, J. E., Maragakis, N. J., Kolb, S. J., Cudkowicz, M., Baxi, E., Benatar, M., Taylor, J. P., Wu, G., Rampersaud, E., Wuu, J., Rademakers, R., Zuchner, S., Schule, R., Mccauley, J., Hussain, S., Cooley, A., Wallace, M., Clayman, C., Barohn, R., Statland, J., Swenson, A., Jackson, C., Trivedi, J., Khan, S., Katz, J., Jenkins, L., Burns, T., Gwathmey, K., Caress, J., Mcmillan, C., Elman, L., Pioro, E. P., Heckmann, J., So, Y., Walk, D., Maiser, S., Zhang, J., Silani, V., Gellera, C., Ratti, A., Taroni, F., Lauria, G., Verde, F., Fogh, I., Tiloca, C., Comi, G. P., Soraru, G., Cereda, C., De Marchi, F., Corti, S., Ceroni, M., Siciliano, Giovanni, Filosto, M., Inghilleri, M., Peverelli, S., Colombrita, C., Poletti, B., Maderna, L., Del Bo, R., Gagliardi, S., Querin, G., Bertolin, C., Pensato, V., Castellotti, B., Camu, W., Mouzat, K., Lumbroso, S., Corcia, P., Meininger, V., Besson, G., Lagrange, E., Clavelou, P., Guy, N., Couratier, P., Vourch, P., Danel, V., Bernard, E., Lemasson, G., Laaksovirta, H., Myllykangas, L., Jansson, L., Valori, Vanna Maria, Ealing, J., Hamdalla, H., Rollinson, S., Pickering-Brown, S., Orrell, R. W., Sidle, K. C., Hardy, J., Singleton, A. B., Johnson, J. O., Arepalli, S., Polak, M., Asress, S., Al-Sarraj, S., King, A., Troakes, C., Vance, C., de Belleroche, J., ten Asbroek, A. L. M. A., Munoz-Blanco, J. L., Hernandez, D. G., Ding, J., Gibbs, J. R., Scholz, S. W., Floeter, M. K., Campbell, R. H., Landi, Francesco, Bowser, R., Kirby, J., Pamphlett, R., Gerhard, G., Dunckley, T. L., Brady, C. B., Kowall, N. W., Troncoso, J. C., Le Ber, I., Heiman-Patterson, T. D., Kamel, F., Van Den Bosch, L., Strom, T. M., Meitinger, T., Shatunov, A., Van Eijk, K. R., de Carvalho, M., Kooyman, M., Middelkoop, B., Moisse, M., Mclaughlin, R. L., Van Es, M. A., Weber, M., Boylan, K. B., Van Blitterswijk, M., Morrison, K. E., Basak, A. N., Mora, J. S., Drory, V. E., Shaw, P. J., Turner, M. R., Talbot, K., Hardiman, O., Williams, K. L., Fifita, J. A., Nicholson, G. A., Blair, I. P., Esteban-Perez, J., Garcia-Redondo, A., Al-Chalabi, A., Al Kheifat, A., Andersen, P. M., Chio, A., Cooper-Knock, J., Dekker, A., Redondo, A. G., Gotkine, M., Hide, W., Iacoangeli, A., Kiernan, M., Landers, J. E., Mill, J., Neto, M. M., Pardina, J. M., Newhouse, S., Pinto, S., Pulit, S., Robberecht, W., Shaw, C., Sproviero, W., Tazelaar, G., Van Damme, P., van den Berg, L. H., van Vugt, J., Veldink, J. H., Zatz, M., Bauer, D. C., Twine, N. A., Rogaeva, E., Zinman, L., Brice, A., Feldman, E. L., Ludolph, A. C., Weishaupt, J. H., Trojanowski, J. Q., Stone, D. J., Tienari, P., Shaw, C. E., Traynor, B. J., Marangi G. (ORCID:0000-0002-6898-8882), Logroscino G. (ORCID:0000-0003-1301-5343), Capasso M., Mosca L. (ORCID:0000-0003-4641-0841), Fasano A., Sabatelli M. (ORCID:0000-0001-6635-4985), Zollino M. (ORCID:0000-0003-4871-9519), Conte A., Luigetti M. (ORCID:0000-0001-7539-505X), Lattante S. (ORCID:0000-0003-2891-0340), D'Alfonso S., Siciliano G., Valori M., Landi F. (ORCID:0000-0002-3472-1389), Nicolas, A., Kenna, K. P., Renton, A. E., Ticozzi, N., Faghri, F., Chia, R., Dominov, J. A., Kenna, B. J., Nalls, M. A., Keagle, P., Rivera, A. M., van Rheenen, W., Murphy, N. A., van Vugt, J. J. F. A., Geiger, J. T., Van der Spek, R. A., Pliner, H. A., Shankaracharya, Smith, B. N., Marangi, Giuseppe, Topp, S. D., Abramzon, Y., Gkazi, A. S., Eicher, J. D., Kenna, A., Logullo, F. O., Simone, I. L., Logroscino, Giandomenico, Salvi, F., Bartolomei, I., Borghero, G., Murru, M. R., Costantino, E., Pani, C., Puddu, R., Caredda, C., Piras, V., Tranquilli, S., Cuccu, S., Corongiu, D., Melis, M., Milia, A., Marrosu, F., Marrosu, M. G., Floris, G., Cannas, A., Capasso, Monica, Caponnetto, C., Mancardi, G., Origone, P., Mandich, P., Conforti, F. L., Cavallaro, S., Mora, G., Marinou, K., Sideri, R., Penco, S., Mosca, Luigi, Lunetta, C., Pinter, G. L., Corbo, M., Riva, N., Carrera, P., Volanti, P., Mandrioli, J., Fini, N., Fasano, Alfonso, Tremolizzo, L., Arosio, A., Ferrarese, C., Trojsi, F., Tedeschi, G., Monsurro, M. R., Piccirillo, G., Femiano, C., Ticca, A., Ortu, E., La Bella, V., Spataro, R., Colletti, T., Sabatelli, Mario, Zollino, Marcella, Conte, Amelia, Luigetti, Marco, Lattante, Serena, Santarelli, M., Petrucci, A., Pugliatti, M., Pirisi, A., Parish, L. D., Occhineri, P., Giannini, F., Battistini, S., Ricci, C., Benigni, M., Cau, T. B., Loi, D., Calvo, A., Moglia, C., Brunetti, M., Barberis, M., Restagno, G., Casale, F., Marrali, G., Fuda, G., Ossola, I., Cammarosano, S., Canosa, A., Ilardi, A., Manera, U., Grassano, M., Tanel, R., Pisano, F., Mazzini, L., Messina, S., D'Alfonso, Sandra, Corrado, L., Ferrucci, L., Harms, M. B., Goldstein, D. B., Shneider, N. A., Goutman, S. A., Simmons, Z., Miller, T. M., Chandran, S., Pal, S., Manousakis, G., Appel, S. H., Simpson, E., Wang, L., Baloh, R. H., Gibson, S. B., Bedlack, R., Lacomis, D., Sareen, D., Sherman, A., Bruijn, L., Penny, M., Moreno, C. D. A. M., Kamalakaran, S., Allen, A. S., Boone, B. E., Brown, R. H., Carulli, J. P., Chesi, A., Chung, W. K., Cirulli, E. T., Cooper, G. M., Couthouis, J., Day-Williams, A. G., Dion, P. A., Gitler, A. D., Glass, J. D., Han, Y., Harris, T., Hayes, S. D., Jones, A. L., Keebler, J., Krueger, B. J., Lasseigne, B. N., Levy, S. E., Lu, Y. -F., Maniatis, T., McKenna-Yasek, D., Myers, R. M., Petrovski, S., Pulst, S. M., Raphael, A. R., Ravits, J. M., Ren, Z., Rouleau, G. A., Sapp, P. C., Sims, K. B., Staropoli, J. F., Waite, L. L., Wang, Quanquan, Wimbish, J. R., Xin, W. W., Phatnani, H., Kwan, J., Broach, J., Arcila-Londono, X., Lee, E. B., Van Deerlin, V. M., Fraenkel, E., Ostrow, L. W., Baas, F., Zaitlen, N., Berry, J. D., Malaspina, A., Fratta, P., Cox, G. A., Thompson, L. M., Finkbeiner, S., Dardiotis, E., Hornstein, E., Macgowan, D. J. L., Heiman-Patterson, T., Hammell, M. G., Patsopoulos, N. A., Dubnau, J., Nath, A., Musunuri, R. L., Evani, U. S., Abhyankar, A., Zody, M. C., Kaye, J., Wyman, S. K., Lenail, A., Lima, L., Rothstein, J. D., Svendsen, C. N., Van Eyk, J. E., Maragakis, N. J., Kolb, S. J., Cudkowicz, M., Baxi, E., Benatar, M., Taylor, J. P., Wu, G., Rampersaud, E., Wuu, J., Rademakers, R., Zuchner, S., Schule, R., Mccauley, J., Hussain, S., Cooley, A., Wallace, M., Clayman, C., Barohn, R., Statland, J., Swenson, A., Jackson, C., Trivedi, J., Khan, S., Katz, J., Jenkins, L., Burns, T., Gwathmey, K., Caress, J., Mcmillan, C., Elman, L., Pioro, E. P., Heckmann, J., So, Y., Walk, D., Maiser, S., Zhang, J., Silani, V., Gellera, C., Ratti, A., Taroni, F., Lauria, G., Verde, F., Fogh, I., Tiloca, C., Comi, G. P., Soraru, G., Cereda, C., De Marchi, F., Corti, S., Ceroni, M., Siciliano, Giovanni, Filosto, M., Inghilleri, M., Peverelli, S., Colombrita, C., Poletti, B., Maderna, L., Del Bo, R., Gagliardi, S., Querin, G., Bertolin, C., Pensato, V., Castellotti, B., Camu, W., Mouzat, K., Lumbroso, S., Corcia, P., Meininger, V., Besson, G., Lagrange, E., Clavelou, P., Guy, N., Couratier, P., Vourch, P., Danel, V., Bernard, E., Lemasson, G., Laaksovirta, H., Myllykangas, L., Jansson, L., Valori, Vanna Maria, Ealing, J., Hamdalla, H., Rollinson, S., Pickering-Brown, S., Orrell, R. W., Sidle, K. C., Hardy, J., Singleton, A. B., Johnson, J. O., Arepalli, S., Polak, M., Asress, S., Al-Sarraj, S., King, A., Troakes, C., Vance, C., de Belleroche, J., ten Asbroek, A. L. M. A., Munoz-Blanco, J. L., Hernandez, D. G., Ding, J., Gibbs, J. R., Scholz, S. W., Floeter, M. K., Campbell, R. H., Landi, Francesco, Bowser, R., Kirby, J., Pamphlett, R., Gerhard, G., Dunckley, T. L., Brady, C. B., Kowall, N. W., Troncoso, J. C., Le Ber, I., Heiman-Patterson, T. D., Kamel, F., Van Den Bosch, L., Strom, T. M., Meitinger, T., Shatunov, A., Van Eijk, K. R., de Carvalho, M., Kooyman, M., Middelkoop, B., Moisse, M., Mclaughlin, R. L., Van Es, M. A., Weber, M., Boylan, K. B., Van Blitterswijk, M., Morrison, K. E., Basak, A. N., Mora, J. S., Drory, V. E., Shaw, P. J., Turner, M. R., Talbot, K., Hardiman, O., Williams, K. L., Fifita, J. A., Nicholson, G. A., Blair, I. P., Esteban-Perez, J., Garcia-Redondo, A., Al-Chalabi, A., Al Kheifat, A., Andersen, P. M., Chio, A., Cooper-Knock, J., Dekker, A., Redondo, A. G., Gotkine, M., Hide, W., Iacoangeli, A., Kiernan, M., Landers, J. E., Mill, J., Neto, M. M., Pardina, J. M., Newhouse, S., Pinto, S., Pulit, S., Robberecht, W., Shaw, C., Sproviero, W., Tazelaar, G., Van Damme, P., van den Berg, L. H., van Vugt, J., Veldink, J. H., Zatz, M., Bauer, D. C., Twine, N. A., Rogaeva, E., Zinman, L., Brice, A., Feldman, E. L., Ludolph, A. C., Weishaupt, J. H., Trojanowski, J. Q., Stone, D. J., Tienari, P., Shaw, C. E., Traynor, B. J., Marangi G. (ORCID:0000-0002-6898-8882), Logroscino G. (ORCID:0000-0003-1301-5343), Capasso M., Mosca L. (ORCID:0000-0003-4641-0841), Fasano A., Sabatelli M. (ORCID:0000-0001-6635-4985), Zollino M. (ORCID:0000-0003-4871-9519), Conte A., Luigetti M. (ORCID:0000-0001-7539-505X), Lattante S. (ORCID:0000-0003-2891-0340), D'Alfonso S., Siciliano G., Valori M., and Landi F. (ORCID:0000-0002-3472-1389)

Abstract

To identify novel genes associated with ALS, we undertook two lines of investigation. We carried out a genome-wide association study comparing 20,806 ALS cases and 59,804 controls. Independently, we performed a rare variant burden analysis comparing 1,138 index familial ALS cases and 19,494 controls. Through both approaches, we identified kinesin family member 5A (KIF5A) as a novel gene associated with ALS. Interestingly, mutations predominantly in the N-terminal motor domain of KIF5A are causative for two neurodegenerative diseases: hereditary spastic paraplegia (SPG10) and Charcot-Marie-Tooth type 2 (CMT2). In contrast, ALS-associated mutations are primarily located at the C-terminal cargo-binding tail domain and patients harboring loss-of-function mutations displayed an extended survival relative to typical ALS cases. Taken together, these results broaden the phenotype spectrum resulting from mutations in KIF5A and strengthen the role of cytoskeletal defects in the pathogenesis of ALS. Using a large-scale genome-wide association study and exome sequencing, we identified KIF5A as a novel gene associated with ALS. Our data broaden the phenotype resulting from mutations in KIF5A and highlight the importance of cytoskeletal defects in the pathogenesis of ALS.

Published
2018

30. A Fast Prize-Collecting Steiner Forest Algorithm for Functional Analyses in Biological Networks

Author

Massachusetts Institute of Technology. Department of Biological Engineering, Fraenkel, Ernest, Akhmedov, Murodzhon, Lenail, Alexander, Bertoni, Francesco, Kwee, Ivo, Montemanni, Roberto, Massachusetts Institute of Technology. Department of Biological Engineering, Fraenkel, Ernest, Akhmedov, Murodzhon, Lenail, Alexander, Bertoni, Francesco, Kwee, Ivo, and Montemanni, Roberto

Abstract

The Prize-collecting Steiner Forest (PCSF) problem is NP-hard, requiring extreme computational effort to find exact solutions for large inputs. We introduce a new heuristic algorithm for PCSF which preserves the quality of solutions obtained by previous heuristic approaches while reducing the runtime by a factor of 10 for larger graphs. By decreasing the draw on computational resources, this algorithm affords systems biologists the opportunity to analyze larger biological networks faster and narrow their analyses to individual patients. Keywords: Prize-collecting Steiner Forest, Biological networks, National Institutes of Health (U.S.) (U54-NS-091046), National Institutes of Health (U.S.) (U01-CA184898), Swiss National Science Foundation (205321-147138)

Published
2018

31. Genome-Wide Analyses Identify KIF5A as a Novel ALS Gene

Author

Nicolas, Aude, primary, Kenna, Kevin P., additional, Renton, Alan E., additional, Ticozzi, Nicola, additional, Faghri, Faraz, additional, Chia, Ruth, additional, Dominov, Janice A., additional, Kenna, Brendan J., additional, Nalls, Mike A., additional, Keagle, Pamela, additional, Rivera, Alberto M., additional, Rheenen, Wouter van, additional, Murphy, Natalie A., additional, Vugt, Joke J.F.A. van, additional, Geiger, Joshua T., additional, Van der Spek, Rick A., additional, Pliner, Hannah A., additional, Smith, Bradley N., additional, Marangi, Giuseppe, additional, Topp, Simon D., additional, Abramzon, Yevgeniya, additional, Gkazi, Athina Soragia, additional, Eicher, John D., additional, Kenna, Aoife, additional, Consortium, ITALSGEN, additional, Mora, Gabriele, additional, Calvo, Andrea, additional, Mazzini, Letizia, additional, Riva, Nilo, additional, Mandrioli, Jessica, additional, Caponnetto, Claudia, additional, Battistini, Stefania, additional, Volanti, Paolo, additional, Bella, Vincenzo La, additional, Conforti, Francesca L., additional, Borghero, Giuseppe, additional, Messina, Sonia, additional, Simone, Isabella L., additional, Trojsi, Francesca, additional, Salvi, Fabrizio, additional, Logullo, Francesco O., additional, D’Alfonso, Sandra, additional, Corrado, Lucia, additional, Capasso, Margherita, additional, Ferrucci, Luigi, additional, (GTAC) Consortium, Genomic Translation for ALS Care, additional, Martins Moreno, Cristiane de Araujo, additional, Kamalakaran, Sitharthan, additional, Goldstein, David B., additional, Consortium, The ALS Sequencing, additional, Gitler, Aaron D., additional, Harris, Tim, additional, Myers, Richard M., additional, Consortium, NYGC ALS, additional, Phatnani, Hemali, additional, Musunuri, Rajeeva Lochan, additional, Evani, Uday Shankar, additional, Abhyankar, Avinash, additional, Zody, Michael Charles, additional, Foundation, Answer ALS, additional, Kaye, Julia, additional, Finkbeiner, Steven, additional, Wyman, Stacia, additional, Lenail, Alex, additional, Lima, Leandro, additional, Fraenkel, Ernest, additional, Svendsen, Clive N., additional, Thompson, Leslie M., additional, Van Eyk, Jennifer E., additional, Berry, James D., additional, Miller, Timothy M., additional, Kolb, Stephen J., additional, Cudkowicz, Merit, additional, Baxi, Emily, additional, Development (CReATe) Consortium, Clinical Research in ALS and Relate, additional, Benatar, Michael, additional, Taylor, J. Paul, additional, Rampersaud, Evadnie, additional, Wu, Gang, additional, Wuu, Joanne, additional, Consortium, SLAGEN, additional, Lauria, Giuseppe, additional, Verde, Federico, additional, Fogh, Isabella, additional, Tiloca, Cinzia, additional, Comi, Giacomo P., additional, Sorarù, Gianni, additional, Cereda, Cristina, additional, Consortium, French ALS, additional, Corcia, Philippe, additional, Laaksovirta, Hannu, additional, Myllykangas, Liisa, additional, Jansson, Lilja, additional, Valori, Miko, additional, Ealing, John, additional, Hamdallah, Hesham, additional, Rollinson, Sara, additional, Pickering-Brown, Stuart, additional, Orrell, Richard W., additional, Sidle, Katie C., additional, Malaspina, Andrea, additional, Hardy, John, additional, Singleton, Andrew B., additional, Johnson, Janel O., additional, Arepalli, Sampath, additional, Sapp, Peter C., additional, McKenna-Yasek, Diane, additional, Polak, Meraida, additional, Asress, Seneshaw, additional, Al-Sarraj, Safa, additional, King, Andrew, additional, Troakes, Claire, additional, Vance, Caroline, additional, Belleroche, Jacqueline de, additional, Baas, Frank, additional, Asbroek, Anneloor LMA ten, additional, Muñoz-Blanco, José Luis, additional, Hernandez, Dena G., additional, Ding, Jinhui, additional, Gibbs, J. Raphael, additional, Scholz, Sonja W., additional, Floeter, Mary Kay, additional, Campbell, Roy H., additional, Landi, Francesco, additional, Pulst, Stefan M., additional, Ravits, John M., additional, MacGowan, Daniel J. L., additional, Kirby, Janine, additional, Pioro, Erik, additional, Pamphlett, Roger, additional, Broach, James, additional, Gerhard, Glenn, additional, Dunckley, Travis L., additional, Brady, Christopher B., additional, Kowall, Neil W., additional, Troncoso, Juan C., additional, Le Ber, Isabelle, additional, Mouzat, Kevin, additional, Lumbroso, Serge, additional, Heiman-Patterson, Terry D., additional, Kamel, Freya, additional, Bosch, Ludo Van Den, additional, Baloh, Robert H., additional, Strom, Tim M., additional, Meitinger, Thomas, additional, Shatunov, Aleksey, additional, Van Eijk, Kristel R., additional, de Carvalho, Mamede, additional, Kooyman, Maarten, additional, Middelkoop, Bas, additional, Moisse, Matthieu, additional, McLaughlin, Russell L., additional, Van Es, Michael A., additional, Weber, Markus, additional, Boylan, Kevin B., additional, Van Blitterswijk, Marka, additional, Rademakers, Rosa, additional, Morrison, Karen E., additional, Basak, A. Nazli, additional, Mora, Jesús S., additional, Drory, Vivian E., additional, Shaw, Pamela J., additional, Turner, Martin R., additional, Talbot, Kevin, additional, Hardiman, Orla, additional, Williams, Kelly L., additional, Fifita, Jennifer A., additional, Nicholson, Garth A., additional, Blair, Ian P., additional, Rouleau, Guy A., additional, Esteban-Pérez, Jesús, additional, García-Redondo, Alberto, additional, Al-Chalabi, Ammar, additional, Rogaeva, Ekaterina, additional, Zinman, Lorne, additional, Ostrow, Lyle, additional, Maragakis, Nicholas J., additional, Rothstein, Jeffrey D., additional, Simmons, Zachary, additional, Cooper-Knock, Johnathan, additional, Brice, Alexis, additional, Goutman, Stephen A., additional, Feldman, Eva L., additional, Gibson, Summer B., additional, Taroni, Franco, additional, Ratti, Antonia, additional, Gellera, Cinzia, additional, Van Damme, Philip, additional, Robberecht, Wim, additional, Fratta, Pietro, additional, Sabatelli, Mario, additional, Lunetta, Christian, additional, Ludolph, Albert C., additional, Andersen, Peter M., additional, Weishaupt, Jochen H., additional, Camu, William, additional, Trojanowski, John Q., additional, Van Deerlin, Vivianna M., additional, Brown, Robert H., additional, van den Berg, Leonard H., additional, Veldink, Jan H., additional, Harms, Matthew B., additional, Glass, Jonathan D., additional, Stone, David J., additional, Tienari, Pentti, additional, Silani, Vincenzo, additional, Chiò, Adriano, additional, Shaw, Christopher E., additional, Traynor, Bryan J., additional, and Landers, John E., additional

Published
2018
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32. Why We Should Never Discard Hydrodynamism in Petroleum Exploration because it is a Huge Mechanism to Enhance Subtle Traps to Giant Discoveries

Author

Y. Grosjean, A. Lenail-Chouteau, J. Wendebourg, and J.J. Biteau

Subjects
Tectonics, geography, geography.geographical_feature_category, Stratigraphy, Artesian aquifer, Geochemistry, Meteoric water, Submarine pipeline, Groundwater recharge, Sedimentary basin, Geomorphology, Palaeogeography, Geology
Abstract

Traps resulting from hydrodynamic flows have been evidenced in Petroleum Basins and been described in detail by several geoscientists in the past. Hydrodynamism is related to the massive or diffuse circulation of often fresh waters in sediments due to the pressure field variations. Onshore, the meteoric water influx into carrier beds exposed in outcropping topographic surfaces (recharge area) induces an artesian (centripetal) flow of meteoric waters from edges to the centre of the sedimentary basins. The phenomenon due to uplift generates water head differences and can be also observed from salinity and temperature variations. Offshore, observed water head gradients from centre to edges of the sedimentary basins imply that formation waters are moving as well. In this case the disequilibrium of compaction drives pressure field variations and consequently water flows into more permeable carrier beds. In any of these hydrodynamic contexts, tilted hydrocarbon-water contacts have been observed where the direction of the tilt is clearly indicative of centripetal or centrifugal flows of formation waters. Examples will be given from various basins and fields around the world.

Published
2015
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33. Sûreté des transports de matières radioactives

Author

Bernard Lenail

Abstract

15 000 colis sont transportes chaque annee pour les besoins du programme nucleaire francais. C'est tres peu en regard des 200 000 colis contenant des radio-isotopes et des 15 000 000 colis de matieres dangereuses qui voyagent chaque annee. Ce sont des recommandations internationales (ONU/AIEA) qui servent de base aux reglementations francaises pour proteger les personnes et les biens contre les effets possibles des rayonnements ionisants emis ou susceptibles d'etre emis par les matieres transportees. Ces risques sont les risques d'irradiation, de criticite et de contamination. La surete repose en premier lieu sur la resistance des emballages face aux diverses agressions envisageables (chutes, feux prolonges d'hydrocarbures etc.), mais aussi sur le respect des exigences de surete, le suivi des transports et, en cas de crise, la gestion de l'intervention.

Published
2005
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35. ALD Connect: A Patient Powered Research Network harmonizes efforts to cure Adrenoleukodystrophy (P4.054)

Author

Van Haren, Keith, primary, Eichler, Florian, additional, Lenail, Ben, additional, Fatemi, Ali, additional, Zackowski, Kathleen, additional, Raymond, Gerald, additional, Salzman, Amber, additional, Tsvang, Inna, additional, Bonkowsky, Joshua, additional, Brown, Robert, additional, Fink, John, additional, O'Sullivan-Fortin, Kathleen, additional, Salzman, Rachel, additional, and Sherman, Alexander, additional

Published
2015
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36. ALD Connect, An All-Inclusive Consortium To Improve Care And Drug Discovery For X-Linked Adrenoleukodystrophy (P7.106)

Author

Eichler, Florian, primary, Lenail, Ben, additional, van Haren, Keith, additional, Fatemi, Ali, additional, Gonzalez, Anthony, additional, Raymond, Gerald, additional, Jamal, Leila, additional, Bonkowsky, Joshua, additional, Magavi, Sanjay, additional, Fink, John, additional, O'Meara, Tara, additional, Brown, Robert, additional, Salzman, Amber, additional, and Sherman, Alexander, additional

Published
2014
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37. Pyrobitumen occurrence and formation in a Cambro–Ordovician sandstone reservoir, Fahud Salt Basin, North Oman

Author

Peter J.R. Nederlof, Arnaud Lenail-Chouteau, Alain-Yves Huc, Nathalie Bordas-Le Floch, Bernard Carpentier, Mohammed Boussafir, Romain Debarre, Fatima Laggoun-Défarge, IFP Energies nouvelles (IFPEN), Petroleum Development of Oman, Institut des Sciences de la Terre d'Orléans (ISTO), and Institut national des sciences de l'Univers (INSU - CNRS)-Université d'Orléans (UO)-Centre National de la Recherche Scientifique (CNRS)

Subjects
Oman, 020209 energy, Mineralogy, 02 engineering and technology, Reservoir geochemistry, 010502 geochemistry & geophysics, 01 natural sciences, Devonian, chemistry.chemical_compound, Geochemistry and Petrology, [SDU.STU.GC]Sciences of the Universe [physics]/Earth Sciences/Geochemistry, Carboniferous, Pyrobitumen, 0202 electrical engineering, electronic engineering, information engineering, Kerogen, Fluid inclusions, Porosity, Quartz, Oil cracking, 0105 earth and related environmental sciences, Geology, chemistry, 13. Climate action, Basin modelling, Biodegradation, Inclusion (mineral)
Abstract

The Cambro–Ordovician Barik Sandstone reservoirs in the Fahud Salt Basin in Oman contain bitumen which may fill up to 40% of the porosity. In well Jaleel-1, this bitumen was isolated (according to kerogen procedure) and typed by NMR, elemental analysis and density measurements. The isolated bitumen is characterized by: (1) a highly aromatic character (NMR 75% CAro, H/C atomic ratio: 0.65), (2) a very high sulphur content (4.2%) and (3) a relatively high density (1.3–1.4 g/cm3). The insolubility and the reflectivity of the bitumen (1.2% Vr) qualify it as a low mature pyrobitumen. The combination of Rock-Eval and density data was used to calculate the actual volume of the pyrobitumen in the rock, as a percentage of porosity. It was found that the pyrobitumen volume shows a negative correlation with total porosity, indicating that small pores are more invaded by bitumen than larger ones. Finally, closed system pyrolysis experiments, performed on oils with different NSO contents, indicate that an in situ oil with a very high content of NSO compounds is required to generate such large amounts of pyrobitumen in the pore system. These observations suggest that the precursor oil of the current pyrobitumen was a very heavy oil tentatively assumed to be the result of a severe biodegradation. Basin modeling shows that the reservoir was charged already in Devonian times. A major uplift brought the oil accumulation near the surface during the Carboniferous and a rather regular burial to the present day position (4500 m, 140°C) (Loosveld et al., 1996). This scenario, involving a residence time at shallow depth, strengthens the biodegradation hypothesis. The numerical modeling, which involves the IFP kinetic model for secondary oil cracking, suggests that pyrobitumen formation is a very recent event. Inclusion of pyrobitumen particles within quartz overgrowth, containing fluid inclusions, provides an upper temperature limit for the beginning of pyrobitumen formation which comforts the result of kinetic modelling.

Published
2000
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39. [Polychemotherapy of bronchopulmonary cancer]

Author

P, Morere, M C, Chauvet, P, Vaudour, P, Maisse, J P, Stain, and C, Lenail

Subjects
Mesothelioma, Lung Neoplasms, Azirines, Mercaptopurine, Bronchial Neoplasms, Carcinoma, Antineoplastic Agents, Drug Synergism, Vinblastine, Hydrazines, Methotrexate, Carcinoma, Squamous Cell, Humans, Fluorouracil, Neoplasm Metastasis, Cyclophosphamide
Published
1968

41. [Routine pulmonary function test in rheumatoid arthritis]

Author

P, Deshayes, P, Maisse, J M, Degraeve, P, Morere, J P, Stain, G, Nouvet, R, Lefrançois, P, Pasquis, and C, Pietrini-Lenail

Subjects
Adult, Male, Airway Resistance, Middle Aged, Respiratory Function Tests, Arthritis, Rheumatoid, Radiography, Dyspnea, Cough, Spirometry, Humans, Pulmonary Diffusing Capacity, Female, Blood Gas Analysis, Lung, Lung Compliance
Published
1972

45. Shallow Sparsely-Connected Autoencoders for Gene Set Projection.

Author

Gold MP, LeNail A, and Fraenkel E

Subjects
Blood Cells metabolism, Breast Neoplasms genetics, Breast Neoplasms mortality, Computational Biology, Female, Humans, Neural Networks, Computer, Single-Cell Analysis statistics & numerical data, Supervised Machine Learning, Survival Analysis, Gene Expression Profiling statistics & numerical data, Gene Regulatory Networks, Sequence Analysis, RNA statistics & numerical data
Abstract

When analyzing biological data, it can be helpful to consider gene sets, or predefined groups of biologically related genes. Methods exist for identifying gene sets that are differential between conditions, but large public datasets from consortium projects and single-cell RNA-Sequencing have opened the door for gene set analysis using more sophisticated machine learning techniques, such as autoencoders and variational autoencoders. We present shallow sparsely-connected autoencoders (SSCAs) and variational autoencoders (SSCVAs) as tools for projecting gene-level data onto gene sets. We tested these approaches on single-cell RNA-Sequencing data from blood cells and on RNA-Sequencing data from breast cancer patients. Both SSCA and SSCVA can recover known biological features from these datasets and the SSCVA method often outperforms SSCA (and six existing gene set scoring algorithms) on classification and prediction tasks.

Published
2019

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