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Integrated multimodal cell atlas of Alzheimer’s disease
Alzheimer’s disease (AD) is the most common cause of dementia in older adults. Neuropathological and imaging studies have demonstrated a progressive and stereotyped accumulation of protein aggregates, but the underlying molecular and cellular mechanisms driving AD progression and vulnerable cell pop...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246227/ https://www.ncbi.nlm.nih.gov/pubmed/37292694 http://dx.doi.org/10.21203/rs.3.rs-2921860/v1 |
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author | Gabitto, Mariano I. Travaglini, Kyle J. Rachleff, Victoria M. Kaplan, Eitan S. Long, Brian Ariza, Jeanelle Ding, Yi Mahoney, Joseph T. Dee, Nick Goldy, Jeff Melief, Erica J. Brouner, Krissy Campos, John Carr, Ambrose J. Casper, Tamara Chakrabarty, Rushil Clark, Michael Compos, Jazmin Cool, Jonah Valera Cuevas, Nasmil J. Dalley, Rachel Darvas, Martin Ding, Song-Lin Dolbeare, Tim Mac Donald, Christine L. Egdorf, Tom Esposito, Luke Ferrer, Rebecca Gala, Rohan Gary, Amanda Gloe, Jessica Guilford, Nathan Guzman, Junitta Ho, Windy Jarksy, Tim Johansen, Nelson Kalmbach, Brian E. Keene, Lisa M. Khawand, Sarah Kilgore, Mitch Kirkland, Amanda Kunst, Michael Lee, Brian R. Malone, Jocelin Maltzer, Zoe Martin, Naomi McCue, Rachel McMillen, Delissa Meyerdierks, Emma Meyers, Kelly P. Mollenkopf, Tyler Montine, Mark Nolan, Amber L. Nyhus, Julie Olsen, Paul A. Pacleb, Maiya Pham, Thanh Pom, Christina Alice Postupna, Nadia Ruiz, Augustin Schantz, Aimee M. Sorensen, Staci A. Staats, Brian Sullivan, Matt Sunkin, Susan M. Thompson, Carol Tieu, Michael Ting, Jonathan Torkelson, Amy Tran, Tracy Wang, Ming-Qiang Waters, Jack Wilson, Angela M. Haynor, David Gatto, Nicole Jayadev, Suman Mufti, Shoaib Ng, Lydia Mukherjee, Shubhabrata Crane, Paul K. Latimer, Caitlin S. Levi, Boaz P. Smith, Kimberly Close, Jennie L. Miller, Jeremy A. Hodge, Rebecca D. Larson, Eric B. Grabowski, Thomas J. Hawrylycz, Michael Keene, C. Dirk Lein, Ed S. |
author_facet | Gabitto, Mariano I. Travaglini, Kyle J. Rachleff, Victoria M. Kaplan, Eitan S. Long, Brian Ariza, Jeanelle Ding, Yi Mahoney, Joseph T. Dee, Nick Goldy, Jeff Melief, Erica J. Brouner, Krissy Campos, John Carr, Ambrose J. Casper, Tamara Chakrabarty, Rushil Clark, Michael Compos, Jazmin Cool, Jonah Valera Cuevas, Nasmil J. Dalley, Rachel Darvas, Martin Ding, Song-Lin Dolbeare, Tim Mac Donald, Christine L. Egdorf, Tom Esposito, Luke Ferrer, Rebecca Gala, Rohan Gary, Amanda Gloe, Jessica Guilford, Nathan Guzman, Junitta Ho, Windy Jarksy, Tim Johansen, Nelson Kalmbach, Brian E. Keene, Lisa M. Khawand, Sarah Kilgore, Mitch Kirkland, Amanda Kunst, Michael Lee, Brian R. Malone, Jocelin Maltzer, Zoe Martin, Naomi McCue, Rachel McMillen, Delissa Meyerdierks, Emma Meyers, Kelly P. Mollenkopf, Tyler Montine, Mark Nolan, Amber L. Nyhus, Julie Olsen, Paul A. Pacleb, Maiya Pham, Thanh Pom, Christina Alice Postupna, Nadia Ruiz, Augustin Schantz, Aimee M. Sorensen, Staci A. Staats, Brian Sullivan, Matt Sunkin, Susan M. Thompson, Carol Tieu, Michael Ting, Jonathan Torkelson, Amy Tran, Tracy Wang, Ming-Qiang Waters, Jack Wilson, Angela M. Haynor, David Gatto, Nicole Jayadev, Suman Mufti, Shoaib Ng, Lydia Mukherjee, Shubhabrata Crane, Paul K. Latimer, Caitlin S. Levi, Boaz P. Smith, Kimberly Close, Jennie L. Miller, Jeremy A. Hodge, Rebecca D. Larson, Eric B. Grabowski, Thomas J. Hawrylycz, Michael Keene, C. Dirk Lein, Ed S. |
author_sort | Gabitto, Mariano I. |
collection | PubMed |
description | Alzheimer’s disease (AD) is the most common cause of dementia in older adults. Neuropathological and imaging studies have demonstrated a progressive and stereotyped accumulation of protein aggregates, but the underlying molecular and cellular mechanisms driving AD progression and vulnerable cell populations affected by disease remain coarsely understood. The current study harnesses single cell and spatial genomics tools and knowledge from the BRAIN Initiative Cell Census Network to understand the impact of disease progression on middle temporal gyrus cell types. We used image-based quantitative neuropathology to place 84 donors spanning the spectrum of AD pathology along a continuous disease pseudoprogression score and multiomic technologies to profile single nuclei from each donor, mapping their transcriptomes, epigenomes, and spatial coordinates to a common cell type reference with unprecedented resolution. Temporal analysis of cell-type proportions indicated an early reduction of Somatostatin-expressing neuronal subtypes and a late decrease of supragranular intratelencephalic-projecting excitatory and Parvalbumin-expressing neurons, with increases in disease-associated microglial and astrocytic states. We found complex gene expression differences, ranging from global to cell type-specific effects. These effects showed different temporal patterns indicating diverse cellular perturbations as a function of disease progression. A subset of donors showed a particularly severe cellular and molecular phenotype, which correlated with steeper cognitive decline. We have created a freely available public resource to explore these data and to accelerate progress in AD research at SEA-AD.org. |
format | Online Article Text |
id | pubmed-10246227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-102462272023-06-08 Integrated multimodal cell atlas of Alzheimer’s disease Gabitto, Mariano I. Travaglini, Kyle J. Rachleff, Victoria M. Kaplan, Eitan S. Long, Brian Ariza, Jeanelle Ding, Yi Mahoney, Joseph T. Dee, Nick Goldy, Jeff Melief, Erica J. Brouner, Krissy Campos, John Carr, Ambrose J. Casper, Tamara Chakrabarty, Rushil Clark, Michael Compos, Jazmin Cool, Jonah Valera Cuevas, Nasmil J. Dalley, Rachel Darvas, Martin Ding, Song-Lin Dolbeare, Tim Mac Donald, Christine L. Egdorf, Tom Esposito, Luke Ferrer, Rebecca Gala, Rohan Gary, Amanda Gloe, Jessica Guilford, Nathan Guzman, Junitta Ho, Windy Jarksy, Tim Johansen, Nelson Kalmbach, Brian E. Keene, Lisa M. Khawand, Sarah Kilgore, Mitch Kirkland, Amanda Kunst, Michael Lee, Brian R. Malone, Jocelin Maltzer, Zoe Martin, Naomi McCue, Rachel McMillen, Delissa Meyerdierks, Emma Meyers, Kelly P. Mollenkopf, Tyler Montine, Mark Nolan, Amber L. Nyhus, Julie Olsen, Paul A. Pacleb, Maiya Pham, Thanh Pom, Christina Alice Postupna, Nadia Ruiz, Augustin Schantz, Aimee M. Sorensen, Staci A. Staats, Brian Sullivan, Matt Sunkin, Susan M. Thompson, Carol Tieu, Michael Ting, Jonathan Torkelson, Amy Tran, Tracy Wang, Ming-Qiang Waters, Jack Wilson, Angela M. Haynor, David Gatto, Nicole Jayadev, Suman Mufti, Shoaib Ng, Lydia Mukherjee, Shubhabrata Crane, Paul K. Latimer, Caitlin S. Levi, Boaz P. Smith, Kimberly Close, Jennie L. Miller, Jeremy A. Hodge, Rebecca D. Larson, Eric B. Grabowski, Thomas J. Hawrylycz, Michael Keene, C. Dirk Lein, Ed S. Res Sq Article Alzheimer’s disease (AD) is the most common cause of dementia in older adults. Neuropathological and imaging studies have demonstrated a progressive and stereotyped accumulation of protein aggregates, but the underlying molecular and cellular mechanisms driving AD progression and vulnerable cell populations affected by disease remain coarsely understood. The current study harnesses single cell and spatial genomics tools and knowledge from the BRAIN Initiative Cell Census Network to understand the impact of disease progression on middle temporal gyrus cell types. We used image-based quantitative neuropathology to place 84 donors spanning the spectrum of AD pathology along a continuous disease pseudoprogression score and multiomic technologies to profile single nuclei from each donor, mapping their transcriptomes, epigenomes, and spatial coordinates to a common cell type reference with unprecedented resolution. Temporal analysis of cell-type proportions indicated an early reduction of Somatostatin-expressing neuronal subtypes and a late decrease of supragranular intratelencephalic-projecting excitatory and Parvalbumin-expressing neurons, with increases in disease-associated microglial and astrocytic states. We found complex gene expression differences, ranging from global to cell type-specific effects. These effects showed different temporal patterns indicating diverse cellular perturbations as a function of disease progression. A subset of donors showed a particularly severe cellular and molecular phenotype, which correlated with steeper cognitive decline. We have created a freely available public resource to explore these data and to accelerate progress in AD research at SEA-AD.org. American Journal Experts 2023-05-23 /pmc/articles/PMC10246227/ /pubmed/37292694 http://dx.doi.org/10.21203/rs.3.rs-2921860/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License.Read Full License (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Gabitto, Mariano I. Travaglini, Kyle J. Rachleff, Victoria M. Kaplan, Eitan S. Long, Brian Ariza, Jeanelle Ding, Yi Mahoney, Joseph T. Dee, Nick Goldy, Jeff Melief, Erica J. Brouner, Krissy Campos, John Carr, Ambrose J. Casper, Tamara Chakrabarty, Rushil Clark, Michael Compos, Jazmin Cool, Jonah Valera Cuevas, Nasmil J. Dalley, Rachel Darvas, Martin Ding, Song-Lin Dolbeare, Tim Mac Donald, Christine L. Egdorf, Tom Esposito, Luke Ferrer, Rebecca Gala, Rohan Gary, Amanda Gloe, Jessica Guilford, Nathan Guzman, Junitta Ho, Windy Jarksy, Tim Johansen, Nelson Kalmbach, Brian E. Keene, Lisa M. Khawand, Sarah Kilgore, Mitch Kirkland, Amanda Kunst, Michael Lee, Brian R. Malone, Jocelin Maltzer, Zoe Martin, Naomi McCue, Rachel McMillen, Delissa Meyerdierks, Emma Meyers, Kelly P. Mollenkopf, Tyler Montine, Mark Nolan, Amber L. Nyhus, Julie Olsen, Paul A. Pacleb, Maiya Pham, Thanh Pom, Christina Alice Postupna, Nadia Ruiz, Augustin Schantz, Aimee M. Sorensen, Staci A. Staats, Brian Sullivan, Matt Sunkin, Susan M. Thompson, Carol Tieu, Michael Ting, Jonathan Torkelson, Amy Tran, Tracy Wang, Ming-Qiang Waters, Jack Wilson, Angela M. Haynor, David Gatto, Nicole Jayadev, Suman Mufti, Shoaib Ng, Lydia Mukherjee, Shubhabrata Crane, Paul K. Latimer, Caitlin S. Levi, Boaz P. Smith, Kimberly Close, Jennie L. Miller, Jeremy A. Hodge, Rebecca D. Larson, Eric B. Grabowski, Thomas J. Hawrylycz, Michael Keene, C. Dirk Lein, Ed S. Integrated multimodal cell atlas of Alzheimer’s disease |
title | Integrated multimodal cell atlas of Alzheimer’s disease |
title_full | Integrated multimodal cell atlas of Alzheimer’s disease |
title_fullStr | Integrated multimodal cell atlas of Alzheimer’s disease |
title_full_unstemmed | Integrated multimodal cell atlas of Alzheimer’s disease |
title_short | Integrated multimodal cell atlas of Alzheimer’s disease |
title_sort | integrated multimodal cell atlas of alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246227/ https://www.ncbi.nlm.nih.gov/pubmed/37292694 http://dx.doi.org/10.21203/rs.3.rs-2921860/v1 |
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integratedmultimodalcellatlasofalzheimersdisease |