Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
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
_version_ 1785054990352515072
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
work_keys_str_mv AT gabittomarianoi integratedmultimodalcellatlasofalzheimersdisease
AT travaglinikylej integratedmultimodalcellatlasofalzheimersdisease
AT rachleffvictoriam integratedmultimodalcellatlasofalzheimersdisease
AT kaplaneitans integratedmultimodalcellatlasofalzheimersdisease
AT longbrian integratedmultimodalcellatlasofalzheimersdisease
AT arizajeanelle integratedmultimodalcellatlasofalzheimersdisease
AT dingyi integratedmultimodalcellatlasofalzheimersdisease
AT mahoneyjosepht integratedmultimodalcellatlasofalzheimersdisease
AT deenick integratedmultimodalcellatlasofalzheimersdisease
AT goldyjeff integratedmultimodalcellatlasofalzheimersdisease
AT meliefericaj integratedmultimodalcellatlasofalzheimersdisease
AT brounerkrissy integratedmultimodalcellatlasofalzheimersdisease
AT camposjohn integratedmultimodalcellatlasofalzheimersdisease
AT carrambrosej integratedmultimodalcellatlasofalzheimersdisease
AT caspertamara integratedmultimodalcellatlasofalzheimersdisease
AT chakrabartyrushil integratedmultimodalcellatlasofalzheimersdisease
AT clarkmichael integratedmultimodalcellatlasofalzheimersdisease
AT composjazmin integratedmultimodalcellatlasofalzheimersdisease
AT cooljonah integratedmultimodalcellatlasofalzheimersdisease
AT valeracuevasnasmilj integratedmultimodalcellatlasofalzheimersdisease
AT dalleyrachel integratedmultimodalcellatlasofalzheimersdisease
AT darvasmartin integratedmultimodalcellatlasofalzheimersdisease
AT dingsonglin integratedmultimodalcellatlasofalzheimersdisease
AT dolbearetim integratedmultimodalcellatlasofalzheimersdisease
AT macdonaldchristinel integratedmultimodalcellatlasofalzheimersdisease
AT egdorftom integratedmultimodalcellatlasofalzheimersdisease
AT espositoluke integratedmultimodalcellatlasofalzheimersdisease
AT ferrerrebecca integratedmultimodalcellatlasofalzheimersdisease
AT galarohan integratedmultimodalcellatlasofalzheimersdisease
AT garyamanda integratedmultimodalcellatlasofalzheimersdisease
AT gloejessica integratedmultimodalcellatlasofalzheimersdisease
AT guilfordnathan integratedmultimodalcellatlasofalzheimersdisease
AT guzmanjunitta integratedmultimodalcellatlasofalzheimersdisease
AT howindy integratedmultimodalcellatlasofalzheimersdisease
AT jarksytim integratedmultimodalcellatlasofalzheimersdisease
AT johansennelson integratedmultimodalcellatlasofalzheimersdisease
AT kalmbachbriane integratedmultimodalcellatlasofalzheimersdisease
AT keenelisam integratedmultimodalcellatlasofalzheimersdisease
AT khawandsarah integratedmultimodalcellatlasofalzheimersdisease
AT kilgoremitch integratedmultimodalcellatlasofalzheimersdisease
AT kirklandamanda integratedmultimodalcellatlasofalzheimersdisease
AT kunstmichael integratedmultimodalcellatlasofalzheimersdisease
AT leebrianr integratedmultimodalcellatlasofalzheimersdisease
AT malonejocelin integratedmultimodalcellatlasofalzheimersdisease
AT maltzerzoe integratedmultimodalcellatlasofalzheimersdisease
AT martinnaomi integratedmultimodalcellatlasofalzheimersdisease
AT mccuerachel integratedmultimodalcellatlasofalzheimersdisease
AT mcmillendelissa integratedmultimodalcellatlasofalzheimersdisease
AT meyerdierksemma integratedmultimodalcellatlasofalzheimersdisease
AT meyerskellyp integratedmultimodalcellatlasofalzheimersdisease
AT mollenkopftyler integratedmultimodalcellatlasofalzheimersdisease
AT montinemark integratedmultimodalcellatlasofalzheimersdisease
AT nolanamberl integratedmultimodalcellatlasofalzheimersdisease
AT nyhusjulie integratedmultimodalcellatlasofalzheimersdisease
AT olsenpaula integratedmultimodalcellatlasofalzheimersdisease
AT paclebmaiya integratedmultimodalcellatlasofalzheimersdisease
AT phamthanh integratedmultimodalcellatlasofalzheimersdisease
AT pomchristinaalice integratedmultimodalcellatlasofalzheimersdisease
AT postupnanadia integratedmultimodalcellatlasofalzheimersdisease
AT ruizaugustin integratedmultimodalcellatlasofalzheimersdisease
AT schantzaimeem integratedmultimodalcellatlasofalzheimersdisease
AT sorensenstacia integratedmultimodalcellatlasofalzheimersdisease
AT staatsbrian integratedmultimodalcellatlasofalzheimersdisease
AT sullivanmatt integratedmultimodalcellatlasofalzheimersdisease
AT sunkinsusanm integratedmultimodalcellatlasofalzheimersdisease
AT thompsoncarol integratedmultimodalcellatlasofalzheimersdisease
AT tieumichael integratedmultimodalcellatlasofalzheimersdisease
AT tingjonathan integratedmultimodalcellatlasofalzheimersdisease
AT torkelsonamy integratedmultimodalcellatlasofalzheimersdisease
AT trantracy integratedmultimodalcellatlasofalzheimersdisease
AT wangmingqiang integratedmultimodalcellatlasofalzheimersdisease
AT watersjack integratedmultimodalcellatlasofalzheimersdisease
AT wilsonangelam integratedmultimodalcellatlasofalzheimersdisease
AT haynordavid integratedmultimodalcellatlasofalzheimersdisease
AT gattonicole integratedmultimodalcellatlasofalzheimersdisease
AT jayadevsuman integratedmultimodalcellatlasofalzheimersdisease
AT muftishoaib integratedmultimodalcellatlasofalzheimersdisease
AT nglydia integratedmultimodalcellatlasofalzheimersdisease
AT mukherjeeshubhabrata integratedmultimodalcellatlasofalzheimersdisease
AT cranepaulk integratedmultimodalcellatlasofalzheimersdisease
AT latimercaitlins integratedmultimodalcellatlasofalzheimersdisease
AT leviboazp integratedmultimodalcellatlasofalzheimersdisease
AT smithkimberly integratedmultimodalcellatlasofalzheimersdisease
AT closejenniel integratedmultimodalcellatlasofalzheimersdisease
AT millerjeremya integratedmultimodalcellatlasofalzheimersdisease
AT hodgerebeccad integratedmultimodalcellatlasofalzheimersdisease
AT larsonericb integratedmultimodalcellatlasofalzheimersdisease
AT grabowskithomasj integratedmultimodalcellatlasofalzheimersdisease
AT hawrylyczmichael integratedmultimodalcellatlasofalzheimersdisease
AT keenecdirk integratedmultimodalcellatlasofalzheimersdisease
AT leineds integratedmultimodalcellatlasofalzheimersdisease