Search

Your search keyword '"Sulc, Josef"' showing total 42 results
Start Over Author "Sulc, Josef"
42 results on '"Sulc, Josef"'

1. A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain

Author

Yao, Zizhen, van Velthoven, Cindy T. J., Kunst, Michael, Zhang, Meng, McMillen, Delissa, Lee, Changkyu, Jung, Won, Goldy, Jeff, Abdelhak, Aliya, Aitken, Matthew, Baker, Katherine, Baker, Pamela, Barkan, Eliza, Bertagnolli, Darren, Bhandiwad, Ashwin, Bielstein, Cameron, Bishwakarma, Prajal, Campos, Jazmin, Carey, Daniel, Casper, Tamara, Chakka, Anish Bhaswanth, Chakrabarty, Rushil, Chavan, Sakshi, Chen, Min, Clark, Michael, Close, Jennie, Crichton, Kirsten, Daniel, Scott, DiValentin, Peter, Dolbeare, Tim, Ellingwood, Lauren, Fiabane, Elysha, Fliss, Timothy, Gee, James, Gerstenberger, James, Glandon, Alexandra, Gloe, Jessica, Gould, Joshua, Gray, James, Guilford, Nathan, Guzman, Junitta, Hirschstein, Daniel, Ho, Windy, Hooper, Marcus, Huang, Mike, Hupp, Madie, Jin, Kelly, Kroll, Matthew, Lathia, Kanan, Leon, Arielle, Li, Su, Long, Brian, Madigan, Zach, Malloy, Jessica, Malone, Jocelin, Maltzer, Zoe, Martin, Naomi, McCue, Rachel, McGinty, Ryan, Mei, Nicholas, Melchor, Jose, Meyerdierks, Emma, Mollenkopf, Tyler, Moonsman, Skyler, Nguyen, Thuc Nghi, Otto, Sven, Pham, Trangthanh, Rimorin, Christine, Ruiz, Augustin, Sanchez, Raymond, Sawyer, Lane, Shapovalova, Nadiya, Shepard, Noah, Slaughterbeck, Cliff, Sulc, Josef, Tieu, Michael, Torkelson, Amy, Tung, Herman, Valera Cuevas, Nasmil, Vance, Shane, Wadhwani, Katherine, Ward, Katelyn, Levi, Boaz, Farrell, Colin, Young, Rob, Staats, Brian, Wang, Ming-Qiang Michael, Thompson, Carol L., Mufti, Shoaib, Pagan, Chelsea M., Kruse, Lauren, Dee, Nick, Sunkin, Susan M., Esposito, Luke, Hawrylycz, Michael J., Waters, Jack, Ng, Lydia, Smith, Kimberly, Tasic, Bosiljka, Zhuang, Xiaowei, and Zeng, Hongkui

Published
2023
Full Text
View/download PDF

2. A transcriptomic and epigenomic cell atlas of the mouse primary motor cortex

Author

Yao, Zizhen, Liu, Hanqing, Xie, Fangming, Fischer, Stephan, Adkins, Ricky S, Aldridge, Andrew I, Ament, Seth A, Bartlett, Anna, Behrens, M Margarita, Van den Berge, Koen, Bertagnolli, Darren, de Bézieux, Hector Roux, Biancalani, Tommaso, Booeshaghi, A Sina, Bravo, Héctor Corrada, Casper, Tamara, Colantuoni, Carlo, Crabtree, Jonathan, Creasy, Heather, Crichton, Kirsten, Crow, Megan, Dee, Nick, Dougherty, Elizabeth L, Doyle, Wayne I, Dudoit, Sandrine, Fang, Rongxin, Felix, Victor, Fong, Olivia, Giglio, Michelle, Goldy, Jeff, Hawrylycz, Mike, Herb, Brian R, Hertzano, Ronna, Hou, Xiaomeng, Hu, Qiwen, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, Li, Yang Eric, Lucero, Jacinta D, Luo, Chongyuan, Mahurkar, Anup, McMillen, Delissa, Nadaf, Naeem M, Nery, Joseph R, Nguyen, Thuc Nghi, Niu, Sheng-Yong, Ntranos, Vasilis, Orvis, Joshua, Osteen, Julia K, Pham, Thanh, Pinto-Duarte, Antonio, Poirion, Olivier, Preissl, Sebastian, Purdom, Elizabeth, Rimorin, Christine, Risso, Davide, Rivkin, Angeline C, Smith, Kimberly, Street, Kelly, Sulc, Josef, Svensson, Valentine, Tieu, Michael, Torkelson, Amy, Tung, Herman, Vaishnav, Eeshit Dhaval, Vanderburg, Charles R, van Velthoven, Cindy, Wang, Xinxin, White, Owen R, Huang, Z Josh, Kharchenko, Peter V, Pachter, Lior, Ngai, John, Regev, Aviv, Tasic, Bosiljka, Welch, Joshua D, Gillis, Jesse, Macosko, Evan Z, Ren, Bing, Ecker, Joseph R, Zeng, Hongkui, and Mukamel, Eran A

Subjects
Human Genome, Neurosciences, Genetics, Bioengineering, Biotechnology, 1.1 Normal biological development and functioning, Underpinning research, Neurological, Animals, Atlases as Topic, Datasets as Topic, Epigenesis, Genetic, Epigenomics, Female, Gene Expression Profiling, Male, Mice, Motor Cortex, Neurons, Organ Specificity, Reproducibility of Results, Single-Cell Analysis, Transcriptome, General Science & Technology
Abstract

Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased samples of the diverse cell types in the brain1-3. With the proliferation of multi-omics datasets, a major challenge is to validate and integrate results into a biological understanding of cell-type organization. Here we generated transcriptomes and epigenomes from more than 500,000 individual cells in the mouse primary motor cortex, a structure that has an evolutionarily conserved role in locomotion. We developed computational and statistical methods to integrate multimodal data and quantitatively validate cell-type reproducibility. The resulting reference atlas-containing over 56 neuronal cell types that are highly replicable across analysis methods, sequencing technologies and modalities-is a comprehensive molecular and genomic account of the diverse neuronal and non-neuronal cell types in the mouse primary motor cortex. The atlas includes a population of excitatory neurons that resemble pyramidal cells in layer 4 in other cortical regions4. We further discovered thousands of concordant marker genes and gene regulatory elements for these cell types. Our results highlight the complex molecular regulation of cell types in the brain and will directly enable the design of reagents to target specific cell types in the mouse primary motor cortex for functional analysis.

Published
2021

3. Comparative cellular analysis of motor cortex in human, marmoset and mouse

Author

Bakken, Trygve E, Jorstad, Nikolas L, Hu, Qiwen, Lake, Blue B, Tian, Wei, Kalmbach, Brian E, Crow, Megan, Hodge, Rebecca D, Krienen, Fenna M, Sorensen, Staci A, Eggermont, Jeroen, Yao, Zizhen, Aevermann, Brian D, Aldridge, Andrew I, Bartlett, Anna, Bertagnolli, Darren, Casper, Tamara, Castanon, Rosa G, Crichton, Kirsten, Daigle, Tanya L, Dalley, Rachel, Dee, Nick, Dembrow, Nikolai, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Fang, Rongxin, Fischer, Stephan, Goldman, Melissa, Goldy, Jeff, Graybuck, Lucas T, Herb, Brian R, Hou, Xiaomeng, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, van Lew, Baldur, Li, Yang Eric, Liu, Christine S, Liu, Hanqing, Lucero, Jacinta D, Mahurkar, Anup, McMillen, Delissa, Miller, Jeremy A, Moussa, Marmar, Nery, Joseph R, Nicovich, Philip R, Niu, Sheng-Yong, Orvis, Joshua, Osteen, Julia K, Owen, Scott, Palmer, Carter R, Pham, Thanh, Plongthongkum, Nongluk, Poirion, Olivier, Reed, Nora M, Rimorin, Christine, Rivkin, Angeline, Romanow, William J, Sedeño-Cortés, Adriana E, Siletti, Kimberly, Somasundaram, Saroja, Sulc, Josef, Tieu, Michael, Torkelson, Amy, Tung, Herman, Wang, Xinxin, Xie, Fangming, Yanny, Anna Marie, Zhang, Renee, Ament, Seth A, Behrens, M Margarita, Bravo, Hector Corrada, Chun, Jerold, Dobin, Alexander, Gillis, Jesse, Hertzano, Ronna, Hof, Patrick R, Höllt, Thomas, Horwitz, Gregory D, Keene, C Dirk, Kharchenko, Peter V, Ko, Andrew L, Lelieveldt, Boudewijn P, Luo, Chongyuan, Mukamel, Eran A, Pinto-Duarte, António, Preissl, Sebastian, Regev, Aviv, Ren, Bing, Scheuermann, Richard H, Smith, Kimberly, Spain, William J, White, Owen R, Koch, Christof, Hawrylycz, Michael, Tasic, Bosiljka, Macosko, Evan Z, McCarroll, Steven A, and Ting, Jonathan T

Subjects
Human Genome, Neurosciences, Genetics, Biotechnology, Underpinning research, 1.1 Normal biological development and functioning, Neurological, Animals, Atlases as Topic, Callithrix, Epigenesis, Genetic, Epigenomics, Female, GABAergic Neurons, Gene Expression Profiling, Glutamates, Humans, In Situ Hybridization, Fluorescence, Male, Mice, Middle Aged, Motor Cortex, Neurons, Organ Specificity, Phylogeny, Single-Cell Analysis, Species Specificity, Transcriptome, General Science & Technology
Abstract

The primary motor cortex (M1) is essential for voluntary fine-motor control and is functionally conserved across mammals1. Here, using high-throughput transcriptomic and epigenomic profiling of more than 450,000 single nuclei in humans, marmoset monkeys and mice, we demonstrate a broadly conserved cellular makeup of this region, with similarities that mirror evolutionary distance and are consistent between the transcriptome and epigenome. The core conserved molecular identities of neuronal and non-neuronal cell types allow us to generate a cross-species consensus classification of cell types, and to infer conserved properties of cell types across species. Despite the overall conservation, however, many species-dependent specializations are apparent, including differences in cell-type proportions, gene expression, DNA methylation and chromatin state. Few cell-type marker genes are conserved across species, revealing a short list of candidate genes and regulatory mechanisms that are responsible for conserved features of homologous cell types, such as the GABAergic chandelier cells. This consensus transcriptomic classification allows us to use patch-seq (a combination of whole-cell patch-clamp recordings, RNA sequencing and morphological characterization) to identify corticospinal Betz cells from layer 5 in non-human primates and humans, and to characterize their highly specialized physiology and anatomy. These findings highlight the robust molecular underpinnings of cell-type diversity in M1 across mammals, and point to the genes and regulatory pathways responsible for the functional identity of cell types and their species-specific adaptations.

Published
2021

4. A multimodal cell census and atlas of the mammalian primary motor cortex

Author

Callaway, Edward M, Dong, Hong-Wei, Ecker, Joseph R, Hawrylycz, Michael J, Huang, Z Josh, Lein, Ed S, Ngai, John, Osten, Pavel, Ren, Bing, Tolias, Andreas Savas, White, Owen, Zeng, Hongkui, Zhuang, Xiaowei, Ascoli, Giorgio A, Behrens, M Margarita, Chun, Jerold, Feng, Guoping, Gee, James C, Ghosh, Satrajit S, Halchenko, Yaroslav O, Hertzano, Ronna, Lim, Byung Kook, Martone, Maryann E, Ng, Lydia, Pachter, Lior, Ropelewski, Alexander J, Tickle, Timothy L, Yang, X William, Zhang, Kun, Bakken, Trygve E, Berens, Philipp, Daigle, Tanya L, Harris, Julie A, Jorstad, Nikolas L, Kalmbach, Brian E, Kobak, Dmitry, Li, Yang Eric, Liu, Hanqing, Matho, Katherine S, Mukamel, Eran A, Naeemi, Maitham, Scala, Federico, Tan, Pengcheng, Ting, Jonathan T, Xie, Fangming, Zhang, Meng, Zhang, Zhuzhu, Zhou, Jingtian, Zingg, Brian, Armand, Ethan, Yao, Zizhen, Bertagnolli, Darren, Casper, Tamara, Crichton, Kirsten, Dee, Nick, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Dougherty, Elizabeth L, Fong, Olivia, Goldman, Melissa, Goldy, Jeff, Hodge, Rebecca D, Hu, Lijuan, Keene, C Dirk, Krienen, Fenna M, Kroll, Matthew, Lake, Blue B, Lathia, Kanan, Linnarsson, Sten, Liu, Christine S, Macosko, Evan Z, McCarroll, Steven A, McMillen, Delissa, Nadaf, Naeem M, Nguyen, Thuc Nghi, Palmer, Carter R, Pham, Thanh, Plongthongkum, Nongluk, Reed, Nora M, Regev, Aviv, Rimorin, Christine, Romanow, William J, Savoia, Steven, Siletti, Kimberly, Smith, Kimberly, Sulc, Josef, Tasic, Bosiljka, Tieu, Michael, Torkelson, Amy, Tung, Herman, van Velthoven, Cindy TJ, Vanderburg, Charles R, Yanny, Anna Marie, Fang, Rongxin, Hou, Xiaomeng, Lucero, Jacinta D, Osteen, Julia K, Pinto-Duarte, Antonio, and Poirion, Olivier

Subjects
Genetics, Neurosciences, Human Genome, Biotechnology, Underpinning research, 1.1 Normal biological development and functioning, Neurological, Animals, Atlases as Topic, Callithrix, Epigenomics, Female, Gene Expression Profiling, Glutamates, Humans, In Situ Hybridization, Fluorescence, Male, Mice, Motor Cortex, Neurons, Organ Specificity, Phylogeny, Single-Cell Analysis, Species Specificity, Transcriptome, BRAIN Initiative Cell Census Network, General Science & Technology
Abstract

Here we report the generation of a multimodal cell census and atlas of the mammalian primary motor cortex as the initial product of the BRAIN Initiative Cell Census Network (BICCN). This was achieved by coordinated large-scale analyses of single-cell transcriptomes, chromatin accessibility, DNA methylomes, spatially resolved single-cell transcriptomes, morphological and electrophysiological properties and cellular resolution input-output mapping, integrated through cross-modal computational analysis. Our results advance the collective knowledge and understanding of brain cell-type organization1-5. First, our study reveals a unified molecular genetic landscape of cortical cell types that integrates their transcriptome, open chromatin and DNA methylation maps. Second, cross-species analysis achieves a consensus taxonomy of transcriptomic types and their hierarchical organization that is conserved from mouse to marmoset and human. Third, in situ single-cell transcriptomics provides a spatially resolved cell-type atlas of the motor cortex. Fourth, cross-modal analysis provides compelling evidence for the transcriptomic, epigenomic and gene regulatory basis of neuronal phenotypes such as their physiological and anatomical properties, demonstrating the biological validity and genomic underpinning of neuron types. We further present an extensive genetic toolset for targeting glutamatergic neuron types towards linking their molecular and developmental identity to their circuit function. Together, our results establish a unifying and mechanistic framework of neuronal cell-type organization that integrates multi-layered molecular genetic and spatial information with multi-faceted phenotypic properties.

Published
2021

7. Human neocortical expansion involves glutamatergic neuron diversification

Author

Berg, Jim, Sorensen, Staci A., Ting, Jonathan T., Miller, Jeremy A., Chartrand, Thomas, Buchin, Anatoly, Bakken, Trygve E., Budzillo, Agata, Dee, Nick, Ding, Song-Lin, Gouwens, Nathan W., Hodge, Rebecca D., Kalmbach, Brian, Lee, Changkyu, Lee, Brian R., Alfiler, Lauren, Baker, Katherine, Barkan, Eliza, Beller, Allison, Berry, Kyla, Bertagnolli, Darren, Bickley, Kris, Bomben, Jasmine, Braun, Thomas, Brouner, Krissy, Casper, Tamara, Chong, Peter, Crichton, Kirsten, Dalley, Rachel, de Frates, Rebecca, Desta, Tsega, Lee, Samuel Dingman, D’Orazi, Florence, Dotson, Nadezhda, Egdorf, Tom, Enstrom, Rachel, Farrell, Colin, Feng, David, Fong, Olivia, Furdan, Szabina, Galakhova, Anna A., Gamlin, Clare, Gary, Amanda, Glandon, Alexandra, Goldy, Jeff, Gorham, Melissa, Goriounova, Natalia A., Gratiy, Sergey, Graybuck, Lucas, Gu, Hong, Hadley, Kristen, Hansen, Nathan, Heistek, Tim S., Henry, Alex M., Heyer, Djai B., Hill, DiJon, Hill, Chris, Hupp, Madie, Jarsky, Tim, Kebede, Sara, Keene, Lisa, Kim, Lisa, Kim, Mean-Hwan, Kroll, Matthew, Latimer, Caitlin, Levi, Boaz P., Link, Katherine E., Mallory, Matthew, Mann, Rusty, Marshall, Desiree, Maxwell, Michelle, McGraw, Medea, McMillen, Delissa, Melief, Erica, Mertens, Eline J., Mezei, Leona, Mihut, Norbert, Mok, Stephanie, Molnar, Gabor, Mukora, Alice, Ng, Lindsay, Ngo, Kiet, Nicovich, Philip R., Nyhus, Julie, Olah, Gaspar, Oldre, Aaron, Omstead, Victoria, Ozsvar, Attila, Park, Daniel, Peng, Hanchuan, Pham, Trangthanh, Pom, Christina A., Potekhina, Lydia, Rajanbabu, Ramkumar, Ransford, Shea, Reid, David, Rimorin, Christine, Ruiz, Augustin, Sandman, David, Sulc, Josef, Sunkin, Susan M., Szafer, Aaron, Szemenyei, Viktor, Thomsen, Elliot R., Tieu, Michael, Torkelson, Amy, Trinh, Jessica, Tung, Herman, Wakeman, Wayne, Waleboer, Femke, Ward, Katelyn, Wilbers, René, Williams, Grace, Yao, Zizhen, Yoon, Jae-Geun, Anastassiou, Costas, Arkhipov, Anton, Barzo, Pal, Bernard, Amy, Cobbs, Charles, de Witt Hamer, Philip C., Ellenbogen, Richard G., Esposito, Luke, Ferreira, Manuel, Gwinn, Ryder P., Hawrylycz, Michael J., Hof, Patrick R., Idema, Sander, Jones, Allan R., Keene, C. Dirk, Ko, Andrew L., Murphy, Gabe J., Ng, Lydia, Ojemann, Jeffrey G., Patel, Anoop P., Phillips, John W., Silbergeld, Daniel L., Smith, Kimberly, Tasic, Bosiljka, Yuste, Rafael, Segev, Idan, de Kock, Christiaan P. J., Mansvelder, Huibert D., Tamas, Gabor, Zeng, Hongkui, Koch, Christof, and Lein, Ed S.

Published
2021
Full Text
View/download PDF

8. A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation

Author

Yao, Zizhen, van Velthoven, Cindy T.J., Nguyen, Thuc Nghi, Goldy, Jeff, Sedeno-Cortes, Adriana E., Baftizadeh, Fahimeh, Bertagnolli, Darren, Casper, Tamara, Chiang, Megan, Crichton, Kirsten, Ding, Song-Lin, Fong, Olivia, Garren, Emma, Glandon, Alexandra, Gouwens, Nathan W., Gray, James, Graybuck, Lucas T., Hawrylycz, Michael J., Hirschstein, Daniel, Kroll, Matthew, Lathia, Kanan, Lee, Changkyu, Levi, Boaz, McMillen, Delissa, Mok, Stephanie, Pham, Thanh, Ren, Qingzhong, Rimorin, Christine, Shapovalova, Nadiya, Sulc, Josef, Sunkin, Susan M., Tieu, Michael, Torkelson, Amy, Tung, Herman, Ward, Katelyn, Dee, Nick, Smith, Kimberly A., Tasic, Bosiljka, and Zeng, Hongkui

Published
2021
Full Text
View/download PDF

9. Integrated Morphoelectric and Transcriptomic Classification of Cortical GABAergic Cells

Author

Gouwens, Nathan W., Sorensen, Staci A., Baftizadeh, Fahimeh, Budzillo, Agata, Lee, Brian R., Jarsky, Tim, Alfiler, Lauren, Baker, Katherine, Barkan, Eliza, Berry, Kyla, Bertagnolli, Darren, Bickley, Kris, Bomben, Jasmine, Braun, Thomas, Brouner, Krissy, Casper, Tamara, Crichton, Kirsten, Daigle, Tanya L., Dalley, Rachel, de Frates, Rebecca A., Dee, Nick, Desta, Tsega, Lee, Samuel Dingman, Dotson, Nadezhda, Egdorf, Tom, Ellingwood, Lauren, Enstrom, Rachel, Esposito, Luke, Farrell, Colin, Feng, David, Fong, Olivia, Gala, Rohan, Gamlin, Clare, Gary, Amanda, Glandon, Alexandra, Goldy, Jeff, Gorham, Melissa, Graybuck, Lucas, Gu, Hong, Hadley, Kristen, Hawrylycz, Michael J., Henry, Alex M., Hill, DiJon, Hupp, Madie, Kebede, Sara, Kim, Tae Kyung, Kim, Lisa, Kroll, Matthew, Lee, Changkyu, Link, Katherine E., Mallory, Matthew, Mann, Rusty, Maxwell, Michelle, McGraw, Medea, McMillen, Delissa, Mukora, Alice, Ng, Lindsay, Ng, Lydia, Ngo, Kiet, Nicovich, Philip R., Oldre, Aaron, Park, Daniel, Peng, Hanchuan, Penn, Osnat, Pham, Thanh, Pom, Alice, Popović, Zoran, Potekhina, Lydia, Rajanbabu, Ramkumar, Ransford, Shea, Reid, David, Rimorin, Christine, Robertson, Miranda, Ronellenfitch, Kara, Ruiz, Augustin, Sandman, David, Smith, Kimberly, Sulc, Josef, Sunkin, Susan M., Szafer, Aaron, Tieu, Michael, Torkelson, Amy, Trinh, Jessica, Tung, Herman, Wakeman, Wayne, Ward, Katelyn, Williams, Grace, Zhou, Zhi, Ting, Jonathan T., Arkhipov, Anton, Sümbül, Uygar, Lein, Ed S., Koch, Christof, Yao, Zizhen, Tasic, Bosiljka, Berg, Jim, Murphy, Gabe J., and Zeng, Hongkui

Published
2020
Full Text
View/download PDF

10. Connecting single-cell transcriptomes to projectomes in mouse visual cortex

Author

Sorensen, Staci A., primary, Gouwens, Nathan W., additional, Wang, Yun, additional, Mallory, Matt, additional, Budzillo, Agata, additional, Dalley, Rachel, additional, Lee, Brian, additional, Gliko, Olga, additional, Kuo, Hsien-chi, additional, Kuang, Xiuli, additional, Mann, Rusty, additional, Ahmadinia, Leila, additional, Alfiler, Lauren, additional, Baftizadeh, Fahimeh, additional, Baker, Katherine, additional, Bannick, Sarah, additional, Bertagnolli, Darren, additional, Bickley, Kris, additional, Bohn, Phil, additional, Brown, Dillan, additional, Bomben, Jasmine, additional, Brouner, Krissy, additional, Chen, Chao, additional, Chen, Kai, additional, Chvilicek, Maggie, additional, Collman, Forrest, additional, Daigle, Tanya, additional, Dawes, Tim, additional, de Frates, Rebecca, additional, Dee, Nick, additional, DePartee, Maxwell, additional, Egdorf, Tom, additional, El-Hifnawi, Laila, additional, Enstrom, Rachel, additional, Esposito, Luke, additional, Farrell, Colin, additional, Gala, Rohan, additional, Glomb, Andrew, additional, Gamlin, Clare, additional, Gary, Amanda, additional, Goldy, Jeff, additional, Gu, Hong, additional, Hadley, Kristen, additional, Hawrylycz, Mike, additional, Henry, Alex, additional, Hill, Dijon, additional, Hirokawa, Karla E., additional, Huang, Zili, additional, Johnson, Katelyn, additional, Juneau, Zoe, additional, Kebede, Sara, additional, Kim, Lisa, additional, Lee, Changkyu, additional, Lesnar, Phil, additional, Li, Anan, additional, Li, Yaoyao, additional, Liang, Elizabeth, additional, Link, Katie, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, McMillen, Delissa A., additional, Mukora, Alice, additional, Ng, Lindsay, additional, Ochoa, Thomas, additional, Oldre, Aaron, additional, Park, Daniel, additional, Pom, Christina Alice, additional, Popovich, Zoran, additional, Potekhina, Lydia, additional, Rajanbabu, Ram, additional, Ransford, Shea, additional, Reding, Melissa, additional, Ruiz, Augustin, additional, Sandman, David, additional, Siverts, La’Akea, additional, Smith, Kimberly A., additional, Stoecklin, Michelle, additional, Sulc, Josef, additional, Tieu, Michael, additional, Ting, Jonathan, additional, Trinh, Jessica, additional, Vargas, Sara, additional, Vumbaco, Dave, additional, Walker, Miranda, additional, Wang, Micheal, additional, Wanner, Adrian, additional, Waters, Jack, additional, Williams, Grace, additional, Wilson, Julia, additional, Xiong, Wei, additional, Lein, Ed, additional, Berg, Jim, additional, Kalmbach, Brian, additional, Yao, Shenqin, additional, Gong, Hui, additional, Luo, Qingming, additional, Ng, Lydia, additional, Sümbül, Uygar, additional, Jarsky, Tim, additional, Yao, Zizhen, additional, Tasic, Bosiljka, additional, and Zeng, Hongkui, additional

Published
2023
Full Text
View/download PDF

11. Transcriptomic cytoarchitecture reveals principles of human neocortex organization

Author

Jorstad, Nikolas L., primary, Close, Jennie, additional, Johansen, Nelson, additional, Yanny, Anna Marie, additional, Barkan, Eliza R., additional, Travaglini, Kyle J., additional, Bertagnolli, Darren, additional, Campos, Jazmin, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Dee, Nick, additional, Ding, Song-Lin, additional, Gelfand, Emily, additional, Goldy, Jeff, additional, Hirschstein, Daniel, additional, Kiick, Katelyn, additional, Kroll, Matthew, additional, Kunst, Michael, additional, Lathia, Kanan, additional, Long, Brian, additional, Martin, Naomi, additional, McMillen, Delissa, additional, Pham, Trangthanh, additional, Rimorin, Christine, additional, Ruiz, Augustin, additional, Shapovalova, Nadiya, additional, Shehata, Soraya, additional, Siletti, Kimberly, additional, Somasundaram, Saroja, additional, Sulc, Josef, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Callaway, Edward M., additional, Hof, Patrick R., additional, Keene, C. Dirk, additional, Levi, Boaz P., additional, Linnarsson, Sten, additional, Mitra, Partha P., additional, Smith, Kimberly, additional, Hodge, Rebecca D., additional, Bakken, Trygve E., additional, and Lein, Ed S, additional

Published
2023
Full Text
View/download PDF

12. Author Correction: Comparative cellular analysis of motor cortex in human, marmoset and mouse

Author

Bakken, Trygve E., Jorstad, Nikolas L., Hu, Qiwen, Lake, Blue B., Tian, Wei, Kalmbach, Brian E., Crow, Megan, Hodge, Rebecca D., Krienen, Fenna M., Sorensen, Staci A., Eggermont, Jeroen, Yao, Zizhen, Aevermann, Brian D., Aldridge, Andrew I., Bartlett, Anna, Bertagnolli, Darren, Casper, Tamara, Castanon, Rosa G., Crichton, Kirsten, Daigle, Tanya L., Dalley, Rachel, Dee, Nick, Dembrow, Nikolai, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Fang, Rongxin, Fischer, Stephan, Goldman, Melissa, Goldy, Jeff, Graybuck, Lucas T., Herb, Brian R., Hou, Xiaomeng, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, van Lew, Baldur, Li, Yang Eric, Liu, Christine S., Liu, Hanqing, Lucero, Jacinta D., Mahurkar, Anup, McMillen, Delissa, Miller, Jeremy A., Moussa, Marmar, Nery, Joseph R., Nicovich, Philip R., Niu, Sheng-Yong, Orvis, Joshua, Osteen, Julia K., Owen, Scott, Palmer, Carter R., Pham, Thanh, Plongthongkum, Nongluk, Poirion, Olivier, Reed, Nora M., Rimorin, Christine, Rivkin, Angeline, Romanow, William J., Sedeño-Cortés, Adriana E., Siletti, Kimberly, Somasundaram, Saroja, Sulc, Josef, Tieu, Michael, Torkelson, Amy, Tung, Herman, Wang, Xinxin, Xie, Fangming, Yanny, Anna Marie, Zhang, Renee, Ament, Seth A., Behrens, M. Margarita, Bravo, Hector Corrada, Chun, Jerold, Dobin, Alexander, Gillis, Jesse, Hertzano, Ronna, Hof, Patrick R., Höllt, Thomas, Horwitz, Gregory D., Keene, C. Dirk, Kharchenko, Peter V., Ko, Andrew L., Lelieveldt, Boudewijn P., Luo, Chongyuan, Mukamel, Eran A., Pinto-Duarte, António, Preiss, Sebastian, Regev, Aviv, Ren, Bing, Scheuermann, Richard H., Smith, Kimberly, Spain, William J., White, Owen R., Koch, Christof, Hawrylycz, Michael, Tasic, Bosiljka, Macosko, Evan Z., McCarroll, Steven A., Ting, Jonathan T., Zeng, Hongkui, Zhang, Kun, Feng, Guoping, Ecker, Joseph R., Linnarsson, Sten, and Lein, Ed S.

Published
2022
Full Text
View/download PDF

13. Classification of electrophysiological and morphological neuron types in the mouse visual cortex

Author

Gouwens, Nathan W., Sorensen, Staci A., Berg, Jim, Lee, Changkyu, Jarsky, Tim, Ting, Jonathan, Sunkin, Susan M., Feng, David, Anastassiou, Costas A., Barkan, Eliza, Bickley, Kris, Blesie, Nicole, Braun, Thomas, Brouner, Krissy, Budzillo, Agata, Caldejon, Shiella, Casper, Tamara, Castelli, Dan, Chong, Peter, Crichton, Kirsten, Cuhaciyan, Christine, Daigle, Tanya L., Dalley, Rachel, Dee, Nick, Desta, Tsega, Ding, Song-Lin, Dingman, Samuel, Doperalski, Alyse, Dotson, Nadezhda, Egdorf, Tom, Fisher, Michael, de Frates, Rebecca A., Garren, Emma, Garwood, Marissa, Gary, Amanda, Gaudreault, Nathalie, Godfrey, Keith, Gorham, Melissa, Gu, Hong, Habel, Caroline, Hadley, Kristen, Harrington, James, Harris, Julie A., Henry, Alex, Hill, DiJon, Josephsen, Sam, Kebede, Sara, Kim, Lisa, Kroll, Matthew, Lee, Brian, Lemon, Tracy, Link, Katherine E., Liu, Xiaoxiao, Long, Brian, Mann, Rusty, McGraw, Medea, Mihalas, Stefan, Mukora, Alice, Murphy, Gabe J., Ng, Lindsay, Ngo, Kiet, Nguyen, Thuc Nghi, Nicovich, Philip R., Oldre, Aaron, Park, Daniel, Parry, Sheana, Perkins, Jed, Potekhina, Lydia, Reid, David, Robertson, Miranda, Sandman, David, Schroedter, Martin, Slaughterbeck, Cliff, Soler-Llavina, Gilberto, Sulc, Josef, Szafer, Aaron, Tasic, Bosiljka, Taskin, Naz, Teeter, Corinne, Thatra, Nivretta, Tung, Herman, Wakeman, Wayne, Williams, Grace, Young, Rob, Zhou, Zhi, Farrell, Colin, Peng, Hanchuan, Hawrylycz, Michael J., Lein, Ed, Ng, Lydia, Arkhipov, Anton, Bernard, Amy, Phillips, John W., Zeng, Hongkui, and Koch, Christof

Published
2019
Full Text
View/download PDF

14. Author Correction: Human neocortical expansion involves glutamatergic neuron diversification

Author

Berg, Jim, Sorensen, Staci A., Ting, Jonathan T., Miller, Jeremy A., Chartrand, Thomas, Buchin, Anatoly, Bakken, Trygve E., Budzillo, Agata, Dee, Nick, Ding, Song-Lin, Gouwens, Nathan W., Hodge, Rebecca D., Kalmbach, Brian, Lee, Changkyu, Lee, Brian R., Alfiler, Lauren, Baker, Katherine, Barkan, Eliza, Beller, Allison, Berry, Kyla, Bertagnolli, Darren, Bickley, Kris, Bomben, Jasmine, Braun, Thomas, Brouner, Krissy, Casper, Tamara, Chong, Peter, Crichton, Kirsten, Dalley, Rachel, de Frates, Rebecca, Desta, Tsega, Lee, Samuel Dingman, D’Orazi, Florence, Dotson, Nadezhda, Egdorf, Tom, Enstrom, Rachel, Farrell, Colin, Feng, David, Fong, Olivia, Furdan, Szabina, Galakhova, Anna A., Gamlin, Clare, Gary, Amanda, Glandon, Alexandra, Goldy, Jeff, Gorham, Melissa, Goriounova, Natalia A., Gratiy, Sergey, Graybuck, Lucas, Gu, Hong, Hadley, Kristen, Hansen, Nathan, Heistek, Tim S., Henry, Alex M., Heyer, Djai B., Hill, DiJon, Hill, Chris, Hupp, Madie, Jarsky, Tim, Kebede, Sara, Keene, Lisa, Kim, Lisa, Kim, Mean-Hwan, Kroll, Matthew, Latimer, Caitlin, Levi, Boaz P., Link, Katherine E., Mallory, Matthew, Mann, Rusty, Marshall, Desiree, Maxwell, Michelle, McGraw, Medea, McMillen, Delissa, Melief, Erica, Mertens, Eline J., Mezei, Leona, Mihut, Norbert, Mok, Stephanie, Molnar, Gabor, Mukora, Alice, Ng, Lindsay, Ngo, Kiet, Nicovich, Philip R., Nyhus, Julie, Olah, Gaspar, Oldre, Aaron, Omstead, Victoria, Ozsvar, Attila, Park, Daniel, Peng, Hanchuan, Pham, Trangthanh, Pom, Christina A., Potekhina, Lydia, Rajanbabu, Ramkumar, Ransford, Shea, Reid, David, Rimorin, Christine, Ruiz, Augustin, Sandman, David, Sulc, Josef, Sunkin, Susan M., Szafer, Aaron, Szemenyei, Viktor, Thomsen, Elliot R., Tieu, Michael, Torkelson, Amy, Trinh, Jessica, Tung, Herman, Wakeman, Wayne, Waleboer, Femke, Ward, Katelyn, Wilbers, René, Williams, Grace, Yao, Zizhen, Yoon, Jae-Geun, Anastassiou, Costas, Arkhipov, Anton, Barzo, Pal, Bernard, Amy, Cobbs, Charles, de Witt Hamer, Philip C., Ellenbogen, Richard G., Esposito, Luke, Ferreira, Manuel, Gwinn, Ryder P., Hawrylycz, Michael J., Hof, Patrick R., Idema, Sander, Jones, Allan R., Keene, C. Dirk, Ko, Andrew L., Murphy, Gabe J., Ng, Lydia, Ojemann, Jeffrey G., Patel, Anoop P., Phillips, John W., Silbergeld, Daniel L., Smith, Kimberly, Tasic, Bosiljka, Yuste, Rafael, Segev, Idan, de Kock, Christiaan P. J., Mansvelder, Huibert D., Tamas, Gabor, Zeng, Hongkui, Koch, Christof, and Lein, Ed S.

Published
2022
Full Text
View/download PDF

16. Cell-type specific molecular signatures of aging revealed in a brain-wide transcriptomic cell-type atlas

Author

Jin, Kelly, primary, Yao, Zizhen, additional, van Velthoven, Cindy T. J., additional, Kaplan, Eitan S., additional, Glattfelder, Katie, additional, Barlow, Samuel T., additional, Boyer, Gabriella, additional, Carey, Daniel, additional, Casper, Tamara, additional, Chakka, Anish Bhaswanth, additional, Chakrabarty, Rushil, additional, Clark, Michael, additional, Departee, Max, additional, Desierto, Marie, additional, Gary, Amanda, additional, Gloe, Jessica, additional, Goldy, Jeff, additional, Guilford, Nathan, additional, Guzman, Junitta, additional, Hirschstein, Daniel, additional, Lee, Changkyu, additional, Liang, Elizabeth, additional, Pham, Trangthanh, additional, Reding, Melissa, additional, Ronellenfitch, Kara, additional, Ruiz, Augustin, additional, Sevigny, Josh, additional, Shapovalova, Nadiya, additional, Shulga, Lyudmila, additional, Sulc, Josef, additional, Torkelson, Amy, additional, Tung, Herman, additional, Levi, Boaz, additional, Sunkin, Susan M., additional, Dee, Nick, additional, Esposito, Luke, additional, Smith, Kimberly, additional, Tasic, Bosiljka, additional, and Zeng, Hongkui, additional

Published
2023
Full Text
View/download PDF

17. Proteolytic profiles of two isoforms of human AMBN by MMP-20 and KLK-4 proteases

Author

Vetyskova Veronika, Hubalek Martin, Sulc Josef, Postulkova Klara, Jiraskova Katerina, Prochazka Jan, Bousova Kristyna, and Vondrasek Jiri

Subjects
human ameloblastin, proteolytic profile, KLK-4, MMP-20
Abstract

Ameloblastin is a protein in biomineralization of tooth enamel, however recent results indicate that this is probably not its only role in an organism. Enamel matrix formation represents a complex process enabled via specific crosslinking of two proteins – the most abundant amelogenin and the ameloblastin (AMBN). It has been described that AMBN moleculesin vitroassemble into oligomers via a sequence encoded by exon 5. Enamel is formed by the processing of enamel proteins by two specific proteases - enamelysin (MMP-20) and kallikrein 4 (KLK-4). The scaffold made of AMEL and non-amelogenin proteins is cleaved and removed from the developed tooth enamel. The human AMBN is expressed in two isoforms (ISO I and II), which probably determine different utilization dictated by their different proteolytic profiles. In this study, we compared proteolytic profiles of both isoforms of human AMBN after proteolysis by MMP-20, KLK-4, and their 1:2 mixture. Proteolysis products were analysed and cleavage sites were identified by mass spectrometry. The proteolytic profiles of two AMBN isoforms show notable differences resulting presumably in different functions of the products. Our results may help to understand the distinct role of AMBN isoforms in the human signalling pathways and utilization of the cleavage products.&nbsp

Published
2023
Full Text
View/download PDF

18. A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain

Author

Yao, Zizhen, primary, van Velthoven, Cindy T. J., additional, Kunst, Michael, additional, Zhang, Meng, additional, McMillen, Delissa, additional, Lee, Changkyu, additional, Jung, Won, additional, Goldy, Jeff, additional, Abdelhak, Aliya, additional, Baker, Pamela, additional, Barkan, Eliza, additional, Bertagnolli, Darren, additional, Campos, Jazmin, additional, Carey, Daniel, additional, Casper, Tamara, additional, Chakka, Anish Bhaswanth, additional, Chakrabarty, Rushil, additional, Chavan, Sakshi, additional, Chen, Min, additional, Clark, Michael, additional, Close, Jennie, additional, Crichton, Kirsten, additional, Daniel, Scott, additional, Dolbeare, Tim, additional, Ellingwood, Lauren, additional, Gee, James, additional, Glandon, Alexandra, additional, Gloe, Jessica, additional, Gould, Joshua, additional, Gray, James, additional, Guilford, Nathan, additional, Guzman, Junitta, additional, Hirschstein, Daniel, additional, Ho, Windy, additional, Jin, Kelly, additional, Kroll, Matthew, additional, Lathia, Kanan, additional, Leon, Arielle, additional, Long, Brian, additional, Maltzer, Zoe, additional, Martin, Naomi, additional, McCue, Rachel, additional, Meyerdierks, Emma, additional, Nguyen, Thuc Nghi, additional, Pham, Trangthanh, additional, Rimorin, Christine, additional, Ruiz, Augustin, additional, Shapovalova, Nadiya, additional, Slaughterbeck, Cliff, additional, Sulc, Josef, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Cuevas, Nasmil Valera, additional, Wadhwani, Katherine, additional, Ward, Katelyn, additional, Levi, Boaz, additional, Farrell, Colin, additional, Thompson, Carol L., additional, Mufti, Shoaib, additional, Pagan, Chelsea M., additional, Kruse, Lauren, additional, Dee, Nick, additional, Sunkin, Susan M., additional, Esposito, Luke, additional, Hawrylycz, Michael J., additional, Waters, Jack, additional, Ng, Lydia, additional, Smith, Kimberly A., additional, Tasic, Bosiljka, additional, Zhuang, Xiaowei, additional, and Zeng, Hongkui, additional

Published
2023
Full Text
View/download PDF

19. Transcriptomic cytoarchitecture reveals principles of human neocortex organization

Author

Jorstad, Nikolas L., primary, Close, Jennie, additional, Johansen, Nelson, additional, Yanny, Anna Marie, additional, Barkan, Eliza R., additional, Travaglini, Kyle J., additional, Bertagnolli, Darren, additional, Campos, Jazmin, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Dee, Nick, additional, Ding, Song-Lin, additional, Gelfand, Emily, additional, Goldy, Jeff, additional, Hirschstein, Daniel, additional, Kroll, Matthew, additional, Kunst, Michael, additional, Lathia, Kanan, additional, Long, Brian, additional, Martin, Naomi, additional, McMillen, Delissa, additional, Pham, Trangthanh, additional, Rimorin, Christine, additional, Ruiz, Augustin, additional, Shapovalova, Nadiya, additional, Shehata, Soraya, additional, Siletti, Kimberly, additional, Somasundaram, Saroja, additional, Sulc, Josef, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Ward, Katelyn, additional, Callaway, Edward M., additional, Hof, Patrick R., additional, Keene, C. Dirk, additional, Levi, Boaz P., additional, Linnarsson, Sten, additional, Mitra, Partha P., additional, Smith, Kimberly, additional, Hodge, Rebecca D., additional, Bakken, Trygve E., additional, and Lein, Ed S., additional

Published
2022
Full Text
View/download PDF

20. Inter-individual variation in human cortical cell type abundance and expression

Author

Johansen, Nelson, primary, Somasundaram, Saroja, additional, Travaglini, Kyle J., additional, Yanny, Anna Marie, additional, Shumyatcher, Maya, additional, Casper, Tamara, additional, Cobbs, Charles, additional, Dee, Nick, additional, Ellenbogen, Richard, additional, Ferreira, Manuel, additional, Goldy, Jeff, additional, Guzman, Junitta, additional, Gwinn, Ryder, additional, Hirschstein, Daniel, additional, Jorstad, Nikolas L., additional, Keene, C. Dirk, additional, Ko, Andrew, additional, Levi, Boaz P., additional, Ojemann, Jeffrey G., additional, Pham, Thanh, additional, Shapovalova, Nadiya, additional, Silbergeld, Daniel, additional, Sulc, Josef, additional, Torkelson, Amy, additional, Tung, Herman, additional, Smith, Kimberly, additional, Lein, Ed S., additional, Bakken, Trygve E., additional, Hodge, Rebecca D., additional, and Miller, Jeremy A., additional

Published
2022
Full Text
View/download PDF

21. Comparative cellular analysis of motor cortex in human, marmoset and mouse

Author

Bakken, Trygve E., Jorstad, Nikolas L., Hu, Qiwen, Lake, Blue B., Tian, Wei, Kalmbach, Brian E., Crow, Megan, Hodge, Rebecca D., Krienen, Fenna M., Sorensen, Staci A., Eggermont, Jeroen, Yao, Zizhen, Aevermann, Brian D., Aldridge, Andrew I., Bartlett, Anna, Bertagnolli, Darren, Casper, Tamara, Castanon, Rosa G., Crichton, Kirsten, Daigle, Tanya L., Dalley, Rachel, Dee, Nick, Dembrow, Nikolai, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Fang, Rongxin, Fischer, Stephan, Goldman, Melissa, Goldy, Jeff, Graybuck, Lucas T., Herb, Brian R., Hou, Xiaomeng, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, van Lew, Baldur, Li, Yang Eric, Liu, Christine S., Liu, Hanqing, Lucero, Jacinta D., Mahurkar, Anup, McMillen, Delissa, Miller, Jeremy A., Moussa, Marmar, Nery, Joseph R., Nicovich, Philip R., Niu, Sheng-Yong, Orvis, Joshua, Osteen, Julia K., Owen, Scott, Palmer, Carter R., Pham, Thanh, Plongthongkum, Nongluk, Poirion, Olivier, Reed, Nora M., Rimorin, Christine, Rivkin, Angeline, Romanow, William J., Sedeño-Cortés, Adriana E., Siletti, Kimberly, Somasundaram, Saroja, Sulc, Josef, Tieu, Michael, Torkelson, Amy, Tung, Herman, Wang, Xinxin, Xie, Fangming, Yanny, Anna Marie, Zhang, Renee, Ament, Seth A., Behrens, M. Margarita, Bravo, Hector Corrada, Chun, Jerold, Dobin, Alexander, Gillis, Jesse, Hertzano, Ronna, Hof, Patrick R., Höllt, Thomas, Horwitz, Gregory D., Keene, C. Dirk, Kharchenko, Peter V., Ko, Andrew L., Lelieveldt, Boudewijn P., Luo, Chongyuan, Mukamel, Eran A., Pinto-Duarte, António, Preissl, Sebastian, Regev, Aviv, Ren, Bing, Scheuermann, Richard H., Smith, Kimberly, Spain, William J., White, Owen R., Koch, Christof, Hawrylycz, Michael, Tasic, Bosiljka, Macosko, Evan Z., McCarroll, Steven A., Ting, Jonathan T., Zeng, Hongkui, Zhang, Kun, Feng, Guoping, Ecker, Joseph R., Linnarsson, Sten, Lein, Ed S., Bakken, Trygve E., Jorstad, Nikolas L., Hu, Qiwen, Lake, Blue B., Tian, Wei, Kalmbach, Brian E., Crow, Megan, Hodge, Rebecca D., Krienen, Fenna M., Sorensen, Staci A., Eggermont, Jeroen, Yao, Zizhen, Aevermann, Brian D., Aldridge, Andrew I., Bartlett, Anna, Bertagnolli, Darren, Casper, Tamara, Castanon, Rosa G., Crichton, Kirsten, Daigle, Tanya L., Dalley, Rachel, Dee, Nick, Dembrow, Nikolai, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Fang, Rongxin, Fischer, Stephan, Goldman, Melissa, Goldy, Jeff, Graybuck, Lucas T., Herb, Brian R., Hou, Xiaomeng, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, van Lew, Baldur, Li, Yang Eric, Liu, Christine S., Liu, Hanqing, Lucero, Jacinta D., Mahurkar, Anup, McMillen, Delissa, Miller, Jeremy A., Moussa, Marmar, Nery, Joseph R., Nicovich, Philip R., Niu, Sheng-Yong, Orvis, Joshua, Osteen, Julia K., Owen, Scott, Palmer, Carter R., Pham, Thanh, Plongthongkum, Nongluk, Poirion, Olivier, Reed, Nora M., Rimorin, Christine, Rivkin, Angeline, Romanow, William J., Sedeño-Cortés, Adriana E., Siletti, Kimberly, Somasundaram, Saroja, Sulc, Josef, Tieu, Michael, Torkelson, Amy, Tung, Herman, Wang, Xinxin, Xie, Fangming, Yanny, Anna Marie, Zhang, Renee, Ament, Seth A., Behrens, M. Margarita, Bravo, Hector Corrada, Chun, Jerold, Dobin, Alexander, Gillis, Jesse, Hertzano, Ronna, Hof, Patrick R., Höllt, Thomas, Horwitz, Gregory D., Keene, C. Dirk, Kharchenko, Peter V., Ko, Andrew L., Lelieveldt, Boudewijn P., Luo, Chongyuan, Mukamel, Eran A., Pinto-Duarte, António, Preissl, Sebastian, Regev, Aviv, Ren, Bing, Scheuermann, Richard H., Smith, Kimberly, Spain, William J., White, Owen R., Koch, Christof, Hawrylycz, Michael, Tasic, Bosiljka, Macosko, Evan Z., McCarroll, Steven A., Ting, Jonathan T., Zeng, Hongkui, Zhang, Kun, Feng, Guoping, Ecker, Joseph R., Linnarsson, Sten, and Lein, Ed S.

Abstract

AbstractThe primary motor cortex (M1) is essential for voluntary fine-motor control and is functionally conserved across mammals1. Here, using high-throughput transcriptomic and epigenomic profiling of more than 450,000 single nuclei in humans, marmoset monkeys and mice, we demonstrate a broadly conserved cellular makeup of this region, with similarities that mirror evolutionary distance and are consistent between the transcriptome and epigenome. The core conserved molecular identities of neuronal and non-neuronal cell types allow us to generate a cross-species consensus classification of cell types, and to infer conserved properties of cell types across species. Despite the overall conservation, however, many species-dependent specializations are apparent, including differences in cell-type proportions, gene expression, DNA methylation and chromatin state. Few cell-type marker genes are conserved across species, revealing a short list of candidate genes and regulatory mechanisms that are responsible for conserved features of homologous cell types, such as the GABAergic chandelier cells. This consensus transcriptomic classification allows us to use patch–seq (a combination of whole-cell patch-clamp recordings, RNA sequencing and morphological characterization) to identify corticospinal Betz cells from layer 5 in non-human primates and humans, and to characterize their highly specialized physiology and anatomy. These findings highlight the robust molecular underpinnings of cell-type diversity in M1 across mammals, and point to the genes and regulatory pathways responsible for the functional identity of cell types and their species-specific adaptations.

Published
2022

22. Author Correction:Human neocortical expansion involves glutamatergic neuron diversification (Nature, (2021), 598, 7879, (151-158), 10.1038/s41586-021-03813-8)

Author

Berg, Jim, Sorensen, Staci A., Ting, Jonathan T., Miller, Jeremy A., Chartrand, Thomas, Buchin, Anatoly, Bakken, Trygve E., Budzillo, Agata, Dee, Nick, Ding, Song-Lin, Gouwens, Nathan W., Hodge, Rebecca D., Kalmbach, Brian, Lee, Changkyu, Lee, Brian R., Alfiler, Lauren, Baker, Katherine, Barkan, Eliza, Beller, Allison, Berry, Kyla, Bertagnolli, Darren, Bickley, Kris, Bomben, Jasmine, Braun, Thomas, Brouner, Krissy, Casper, Tamara, Chong, Peter, Crichton, Kirsten, Dalley, Rachel, de Frates, Rebecca, Desta, Tsega, Lee, Samuel Dingman, D’Orazi, Florence, Dotson, Nadezhda, Egdorf, Tom, Enstrom, Rachel, Farrell, Colin, Feng, David, Fong, Olivia, Furdan, Szabina, Galakhova, Anna A., Gamlin, Clare, Gary, Amanda, Glandon, Alexandra, Goldy, Jeff, Gorham, Melissa, Goriounova, Natalia A., Gratiy, Sergey, Graybuck, Lucas, Gu, Hong, Hadley, Kristen, Hansen, Nathan, Heistek, Tim S., Henry, Alex M., Heyer, Djai B., Hill, DiJon, Hill, Chris, Hupp, Madie, Jarsky, Tim, Kebede, Sara, Keene, Lisa, Kim, Lisa, Kim, Mean-Hwan, Kroll, Matthew, Latimer, Caitlin, Levi, Boaz P., Link, Katherine E., Mallory, Matthew, Mann, Rusty, Marshall, Desiree, Maxwell, Michelle, McGraw, Medea, McMillen, Delissa, Melief, Erica, Mertens, Eline J., Mezei, Leona, Mihut, Norbert, Mok, Stephanie, Molnar, Gabor, Mukora, Alice, Ng, Lindsay, Ngo, Kiet, Nicovich, Philip R., Nyhus, Julie, Olah, Gaspar, Oldre, Aaron, Omstead, Victoria, Ozsvar, Attila, Park, Daniel, Peng, Hanchuan, Pham, Trangthanh, Pom, Christina A., Potekhina, Lydia, Rajanbabu, Ramkumar, Ransford, Shea, Reid, David, Rimorin, Christine, Ruiz, Augustin, Sandman, David, Sulc, Josef, Sunkin, Susan M., Szafer, Aaron, Szemenyei, Viktor, Thomsen, Elliot R., Tieu, Michael, Torkelson, Amy, Trinh, Jessica, Tung, Herman, Wakeman, Wayne, Waleboer, Femke, Ward, Katelyn, Wilbers, René, Williams, Grace, Yao, Zizhen, Yoon, Jae-Geun, Anastassiou, Costas, Arkhipov, Anton, Barzo, Pal, Bernard, Amy, Cobbs, Charles, de Witt Hamer, Philip C., Ellenbogen, Richard G., Esposito, Luke, Ferreira, Manuel, Gwinn, Ryder P., Hawrylycz, Michael J., Hof, Patrick R., Idema, Sander, Jones, Allan R., Keene, C. Dirk, Ko, Andrew L., Murphy, Gabe J., Ng, Lydia, Ojemann, Jeffrey G., Patel, Anoop P., Phillips, John W., Silbergeld, Daniel L., Smith, Kimberly, Tasic, Bosiljka, Yuste, Rafael, Segev, Idan, de Kock, Christiaan P. J., Mansvelder, Huibert D., Tamas, Gabor, Zeng, Hongkui, Koch, Christof, and Lein, Ed S.

Abstract

In the version of this Article initially published, the Acknowledgements statement contained an error. Originally appearing with thanks for support given in part as follows, “R01EY023173 from The National Eye Institute, U01MH105982 from the National Institute of Mental Health and Eunice Kennedy Shriver National Institute of Child Health and Human Development, and R011EY023173 from The National Institute of Allergy and Infectious Disease,” the last number (R011EY023173) was mistakenly added and is not in fact a grant or one provided by the NIAID. The mention has been removed. The changes have been made to the online version of the Article.

Published
2022
Full Text
View/download PDF

23. Local connectivity and synaptic dynamics in mouse and human neocortex

Author

Campagnola, Luke, primary, Seeman, Stephanie C., additional, Chartrand, Thomas, additional, Kim, Lisa, additional, Hoggarth, Alex, additional, Gamlin, Clare, additional, Ito, Shinya, additional, Trinh, Jessica, additional, Davoudian, Pasha, additional, Radaelli, Cristina, additional, Kim, Mean-Hwan, additional, Hage, Travis, additional, Braun, Thomas, additional, Alfiler, Lauren, additional, Andrade, Julia, additional, Bohn, Phillip, additional, Dalley, Rachel, additional, Henry, Alex, additional, Kebede, Sara, additional, Alice, Mukora, additional, Sandman, David, additional, Williams, Grace, additional, Larsen, Rachael, additional, Teeter, Corinne, additional, Daigle, Tanya L., additional, Berry, Kyla, additional, Dotson, Nadia, additional, Enstrom, Rachel, additional, Gorham, Melissa, additional, Hupp, Madie, additional, Dingman Lee, Samuel, additional, Ngo, Kiet, additional, Nicovich, Philip R., additional, Potekhina, Lydia, additional, Ransford, Shea, additional, Gary, Amanda, additional, Goldy, Jeff, additional, McMillen, Delissa, additional, Pham, Trangthanh, additional, Tieu, Michael, additional, Siverts, La’Akea, additional, Walker, Miranda, additional, Farrell, Colin, additional, Schroedter, Martin, additional, Slaughterbeck, Cliff, additional, Cobb, Charles, additional, Ellenbogen, Richard, additional, Gwinn, Ryder P., additional, Keene, C. Dirk, additional, Ko, Andrew L., additional, Ojemann, Jeffrey G., additional, Silbergeld, Daniel L., additional, Carey, Daniel, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Clark, Michael, additional, Dee, Nick, additional, Ellingwood, Lauren, additional, Gloe, Jessica, additional, Kroll, Matthew, additional, Sulc, Josef, additional, Tung, Herman, additional, Wadhwani, Katherine, additional, Brouner, Krissy, additional, Egdorf, Tom, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, Pom, Christina Alice, additional, Ruiz, Augustin, additional, Bomben, Jasmine, additional, Feng, David, additional, Hejazinia, Nika, additional, Shi, Shu, additional, Szafer, Aaron, additional, Wakeman, Wayne, additional, Phillips, John, additional, Bernard, Amy, additional, Esposito, Luke, additional, D’Orazi, Florence D., additional, Sunkin, Susan, additional, Smith, Kimberly, additional, Tasic, Bosiljka, additional, Arkhipov, Anton, additional, Sorensen, Staci, additional, Lein, Ed, additional, Koch, Christof, additional, Murphy, Gabe, additional, Zeng, Hongkui, additional, and Jarsky, Tim, additional

Published
2022
Full Text
View/download PDF

24. Profiling PI3K-AKT-MTOR variants in focal brain malformations reveals new insights for diagnostic care

Author

Pirozzi, Filomena, primary, Berkseth, Matthew, additional, Shear, Rylee, additional, Gonzalez, Lorenzo, additional, Timms, Andrew E, additional, Sulc, Josef, additional, Pao, Emily, additional, Oyama, Nora, additional, Forzano, Francesca, additional, Conti, Valerio, additional, Guerrini, Renzo, additional, Doherty, Emily S, additional, Saitta, Sulagna C, additional, Lockwood, Christina M, additional, Pritchard, Colin C, additional, Dobyns, William B, additional, Novotny, Edward, additional, Wright, Jason N N, additional, Saneto, Russell P, additional, Friedman, Seth, additional, Hauptman, Jason, additional, Ojemann, Jeffrey, additional, Kapur, Raj P, additional, and Mirzaa, Ghayda M, additional

Published
2022
Full Text
View/download PDF

25. A multimodal cell census and atlas of the mammalian primary motor cortex

Author

Callaway, Edward M., Dong, Hong-Wei, Ecker, Joseph R., Hawrylycz, Michael J., Huang, Z. Josh, Lein, Ed S., Ngai, John, Osten, Pavel, Ren, Bing, Tolias, Andreas Savas, White, Owen, Zeng, Hongkui, Zhuang, Xiaowei, Ascoli, Giorgio A., Behrens, M. Margarita, Chun, Jerold, Feng, Guoping, Gee, James C., Ghosh, Satrajit S., Halchenko, Yaroslav O., Hertzano, Ronna, Lim, Byung Kook, Martone, Maryann E., Ng, Lydia, Pachter, Lior, Ropelewski, Alexander J., Tickle, Timothy L., Yang, X. William, Zhang, Kun, Bakken, Trygve E., Berens, Philipp, Daigle, Tanya L., Harris, Julie A., Jorstad, Nikolas L., Kalmbach, Brian E., Kobak, Dmitry, Li, Yang Eric, Liu, Hanqing, Matho, Katherine S., Mukamel, Eran A., Naeemi, Maitham, Scala, Federico, Tan, Pengcheng, Ting, Jonathan T., Xie, Fangming, Zhang, Meng, Zhang, Zhuzhu, Zhou, Jingtian, Zingg, Brian, Armand, Ethan, Yao, Zizhen, Bertagnolli, Darren, Casper, Tamara, Crichton, Kirsten, Dee, Nick, Diep, Dinh, Ding, Song-Lin, Dong, Weixiu, Dougherty, Elizabeth L., Fong, Olivia, Goldman, Melissa, Goldy, Jeff, Hodge, Rebecca D., Hu, Lijuan, Keene, C. Dirk, Krienen, Fenna M., Kroll, Matthew, Lake, Blue B., Lathia, Kanan, Linnarsson, Sten, Liu, Christine S., Macosko, Evan Z., McCarroll, Steven A., McMillen, Delissa, Nadaf, Naeem M., Nguyen, Thuc Nghi, Palmer, Carter R., Pham, Thanh, Plongthongkum, Nongluk, Reed, Nora M., Regev, Aviv, Rimorin, Christine, Romanow, William J., Savoia, Steven, Siletti, Kimberly, Smith, Kimberly, Sulc, Josef, Tasic, Bosiljka, Tieu, Michael, Torkelson, Amy, Tung, Herman, van Velthoven, Cindy T. J., Vanderburg, Charles R., Yanny, Anna Marie, Fang, Rongxin, Hou, Xiaomeng, Lucero, Jacinta D., Osteen, Julia K., Pinto-Duarte, Antonio, Poirion, Olivier, Preissl, Sebastian, Wang, Xinxin, Aldridge, Andrew I., Bartlett, Anna, Boggeman, Lara, O’Connor, Carolyn, Castanon, Rosa G., Chen, Huaming, Fitzpatrick, Conor, Luo, Chongyuan, Nery, Joseph R., Nunn, Michael, Rivkin, Angeline C., Tian, Wei, Dominguez, Bertha, Ito-Cole, Tony, Jacobs, Matthew, Jin, Xin, Lee, Cheng-Ta, Lee, Kuo-Fen, Miyazaki, Paula Assakura, Pang, Yan, Rashid, Mohammad, Smith, Jared B., Vu, Minh, Williams, Elora, Biancalani, Tommaso, Booeshaghi, A. Sina, Crow, Megan, Dudoit, Sandrine, Fischer, Stephan, Gillis, Jesse, Hu, Qiwen, Kharchenko, Peter V., Niu, Sheng-Yong, Ntranos, Vasilis, Purdom, Elizabeth, Risso, Davide, de Bézieux, Hector Roux, Somasundaram, Saroja, Street, Kelly, Svensson, Valentine, Vaishnav, Eeshit Dhaval, Van den Berge, Koen, Welch, Joshua D., An, Xu, Bateup, Helen S., Bowman, Ian, Chance, Rebecca K., Foster, Nicholas N., Galbavy, William, Gong, Hui, Gou, Lin, Hatfield, Joshua T., Hintiryan, Houri, Hirokawa, Karla E., Kim, Gukhan, Kramer, Daniel J., Li, Anan, Li, Xiangning, Luo, Qingming, Muñoz-Castañeda, Rodrigo, Stafford, David A., Feng, Zhao, Jia, Xueyan, Jiang, Shengdian, Jiang, Tao, Kuang, Xiuli, Larsen, Rachael, Lesnar, Phil, Li, Yaoyao, Li, Yuanyuan, Liu, Lijuan, Peng, Hanchuan, Qu, Lei, Ren, Miao, Ruan, Zongcai, Shen, Elise, Song, Yuanyuan, Wakeman, Wayne, Wang, Peng, Wang, Yimin, Wang, Yun, Yin, Lulu, Yuan, Jing, Zhao, Sujun, Zhao, Xuan, Narasimhan, Arun, Palaniswamy, Ramesh, Banerjee, Samik, Ding, Liya, Huilgol, Dhananjay, Huo, Bingxing, Kuo, Hsien-Chi, Laturnus, Sophie, Li, Xu, Mitra, Partha P., Mizrachi, Judith, Wang, Quanxin, Xie, Peng, Xiong, Feng, Yu, Yang, Eichhorn, Stephen W., Berg, Jim, Bernabucci, Matteo, Bernaerts, Yves, Cadwell, Cathryn René, Castro, Jesus Ramon, Dalley, Rachel, Hartmanis, Leonard, Horwitz, Gregory D., Jiang, Xiaolong, Ko, Andrew L., Miranda, Elanine, Mulherkar, Shalaka, Nicovich, Philip R., Owen, Scott F., Sandberg, Rickard, Sorensen, Staci A., Tan, Zheng Huan, Allen, Shona, Hockemeyer, Dirk, Lee, Angus Y., Veldman, Matthew B., Adkins, Ricky S., Ament, Seth A., Bravo, Héctor Corrada, Carter, Robert, Chatterjee, Apaala, Colantuoni, Carlo, Crabtree, Jonathan, Creasy, Heather, Felix, Victor, Giglio, Michelle, Herb, Brian R., Kancherla, Jayaram, Mahurkar, Anup, McCracken, Carrie, Nickel, Lance, Olley, Dustin, Orvis, Joshua, Schor, Michael, Hood, Greg, Dichter, Benjamin, Grauer, Michael, Helba, Brian, Bandrowski, Anita, Barkas, Nikolaos, Carlin, Benjamin, D’Orazi, Florence D., Degatano, Kylee, Gillespie, Thomas H., Khajouei, Farzaneh, Konwar, Kishori, Thompson, Carol, Kelly, Kathleen, Mok, Stephanie, Sunkin, Susan, BRAIN Initiative Cell Census Network (BICCN) Corresponding authors, [missing], BICCN contributing principal investigators, [missing], Principal manuscript editors, [missing], Manuscript writing and figure generation, [missing], Analysis coordination, [missing], Integrated data analysis, [missing], scRNA-seq and snRNA-seq data generation and processing, [missing], ATAC-seq data generation and processing, [missing], Methylcytosine data production and analysis, [missing], Epi-retro-seq data generation and processing, [missing], ‘Omics data analysis, [missing], Tracing and connectivity data generation, [missing], Morphology data generation and reconstruction, [missing], OLST/STPT and other data generation, [missing], Morphology, connectivity and imaging analysis, [missing], Spatially resolved single-cell transcriptomics (MERFISH), [missing], Multimodal profiling (Patch-seq), [missing], Transgenic tools, [missing], NeMO archive and analytics, [missing], Brain Image Library (BIL) archive, [missing], DANDI archive, [missing], Brain Cell Data Center (BCDC), [missing], Project management, [missing], and BRAIN Initiative Cell Census Network (BICCN), [missing]

Subjects
Epigenomics, Male, INTERNEURONS, ORGANIZATION, MOUSE, Molecular neuroscience, Neural circuits, CLASSIFICATION, Article, Mice, Atlases as Topic, Glutamates, Species Specificity, Animals, Humans, TRANSCRIPTOMICS, SPECIFICATION, NEURONS, In Situ Hybridization, Fluorescence, Phylogeny, Neurons, Multidisciplinary, Gene Expression Profiling, Biology and Life Sciences, PATHWAYS, Brain, Callithrix, Censuses, Cellular neuroscience, Mathematics and Statistics, SINGLE, Organ Specificity, MORPHOLOGY, Motor cortex, Female, Single-Cell Analysis, Transcriptome
Abstract

Here we report the generation of a multimodal cell census and atlas of the mammalian primary motor cortex as the initial product of the BRAIN Initiative Cell Census Network (BICCN). This was achieved by coordinated large-scale analyses of single-cell transcriptomes, chromatin accessibility, DNA methylomes, spatially resolved single-cell transcriptomes, morphological and electrophysiological properties and cellular resolution input–output mapping, integrated through cross-modal computational analysis. Our results advance the collective knowledge and understanding of brain cell-type organization1–5. First, our study reveals a unified molecular genetic landscape of cortical cell types that integrates their transcriptome, open chromatin and DNA methylation maps. Second, cross-species analysis achieves a consensus taxonomy of transcriptomic types and their hierarchical organization that is conserved from mouse to marmoset and human. Third, in situ single-cell transcriptomics provides a spatially resolved cell-type atlas of the motor cortex. Fourth, cross-modal analysis provides compelling evidence for the transcriptomic, epigenomic and gene regulatory basis of neuronal phenotypes such as their physiological and anatomical properties, demonstrating the biological validity and genomic underpinning of neuron types. We further present an extensive genetic toolset for targeting glutamatergic neuron types towards linking their molecular and developmental identity to their circuit function. Together, our results establish a unifying and mechanistic framework of neuronal cell-type organization that integrates multi-layered molecular genetic and spatial information with multi-faceted phenotypic properties., The BRAIN Initiative Cell Census Network has constructed a multimodal cell census and atlas of the mammalian primary motor cortex in a landmark effort towards understanding brain cell-type diversity, neural circuit organization and brain function.

Published
2021

26. INTER-INDIVIDUAL VARIATION IN HUMAN CORTICAL CELL TYPE ABUNDANCE AND EXPRESSION

Author

Johansen, Nelson, Somasundaram, Saroja, Travaglini, Kyle, Yanny, Anna Marie, Shumyatcher, Maya, Casper, Tamara, Cobbs, Charles, Dee, Nick, Ellenbogen, Richard, Ferreira, Manuel, Goldy, Jeff, Guzman, Junitta, Gwinn, Ryder, Hirschstein, Daniel, Jorstad, Nikolas, Keene, C. Dirk, Ko, Andrew, Levi, Boaz, Ojemann, Jeffrey, Pham, Thanh, Shapovalova, Nadiya, Silbergeld, Daniel, Sulc, Josef, Torkelson, Amy, Tung, Herman, Smith, Kimberly, Lein, Ed, Bakken, Trygve, Hodge, Rebecca, and Miller, Jeremy

Published
2023
Full Text
View/download PDF

27. Analysis of common PI3K-AKT-MTOR mutations in pediatric surgical epilepsy by droplet digital PCR reveals novel clinical and molecular insights

Author

Pirozzi, Filomena, primary, Berkseth, Matthew, additional, Shear, Rylee, additional, Gonzalez, Lorenzo, additional, Timms, Andrew E., additional, Sulc, Josef, additional, Pao, Emily, additional, Oyama, Nora, additional, Forzano, Francesca, additional, Conti, Valerio, additional, Guerrini, Renzo, additional, Doherty, Emily S., additional, Saitta, Sulagna C., additional, Dobyns, William B., additional, Novotny, Edward, additional, Wright, Jason N.N., additional, Saneto, Russell P., additional, Friedman, Seth, additional, Hauptman, Jason, additional, Ojemann, Jeffrey, additional, Kapur, Raj P., additional, and Mirzaa, Ghayda M., additional

Published
2021
Full Text
View/download PDF

28. Local Connectivity and Synaptic Dynamics in Mouse and Human Neocortex

Author

Campagnola, Luke, primary, Seeman, Stephanie C, additional, Chartrand, Thomas, additional, Kim, Lisa, additional, Hoggarth, Alex, additional, Gamlin, Clare, additional, Ito, Shinya, additional, Trinh, Jessica, additional, Davoudian, Pasha, additional, Radaelli, Cristina, additional, Kim, Mean-Hwan, additional, Hage, Travis, additional, Braun, Thomas, additional, Alfiler, Lauren, additional, Andrade, Juia, additional, Bohn, Phillip, additional, Dalley, Rachel, additional, Henry, Alex, additional, Kebede, Sara, additional, Mukora, Alice, additional, Sandman, David, additional, Williams, Grace, additional, Larsen, Rachael, additional, Teeter, Corinne, additional, Daigle, Tanya L., additional, Berry, Kyla, additional, Dotson, Nadia, additional, Enstrom, Rachel, additional, Gorham, Melissa, additional, Hupp, Madie, additional, Lee, Samuel Dingman, additional, Ngo, Kiet, additional, Nicovich, Rusty, additional, Potekhina, Lydia, additional, Ransford, Shea, additional, Gary, Amanda, additional, Goldy, Jeff, additional, McMillen, Delissa, additional, Pham, Trangthanh, additional, Tieu, Michael, additional, Siverts, La’Akea, additional, Walker, Miranda, additional, Farrell, Colin, additional, Schroedter, Martin, additional, Slaughterbeck, Cliff, additional, Cobb, Charles, additional, Ellenbogen, Richard, additional, Gwinn, Ryder P, additional, Keene, C. Dirk, additional, Ko, Andrew L, additional, Ojemann, Jeffrey G, additional, Silbergeld, Daniel L, additional, Carey, Daniel, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Clark, Michael, additional, Dee, Nick, additional, Ellingwood, Lauren, additional, Gloe, Jessica, additional, Kroll, Matthew, additional, Sulc, Josef, additional, Tung, Herman, additional, Wadhwani, Katherine, additional, Brouner, Krissy, additional, Egdorf, Tom, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, Pom, Christina Alice, additional, Ruiz, Augustin, additional, Bomben, Jasmine, additional, Feng, David, additional, Hejazinia, Nika, additional, Shi, Shu, additional, Szafer, Aaron, additional, Wakeman, Wayne, additional, Phillips, John, additional, Bernard, Amy, additional, Esposito, Luke, additional, D’Orazi, Florence D, additional, Sunkin, Susan, additional, Smith, Kimberly, additional, Tasic, Bosiljka, additional, Arkhipov, Anton, additional, Sorensen, Staci, additional, Lein, Ed, additional, Koch, Christof, additional, Murphy, Gabe, additional, Zeng, Hongkui, additional, and Jarsky, Tim, additional

Published
2021
Full Text
View/download PDF

29. An integrated transcriptomic and epigenomic atlas of mouse primary motor cortex cell types

Author

Yao, Zizhen, Liu, Hanqing, Xie, Fangming, Fischer, Stephan, Adkins, Ricky S., Aldrige, Andrew I., Ament, Seth A., Bartlett, Ann, Behrens, M. Margarita, Van den Berge, Koen, Bertagnolli, Darren, Biancalani, Tommaso, Booeshaghi, A. Sina, Corrada Bravo, Hector, Casper, Tamara, Colantuoni, Carlo, Crabtree, Jonathan, Creasy, Heather, Crichton, Kirsten, Crow, Megan, Dee, Nick, Dougherty, Elizabeth L., Doyle, Wayne I., Dudoit, Sandrine, Fang, Rongxin, Felix, Victor, Fong, Olivia, Giglio, Michelle, Goldy, Jeff, Hawrylycz, Michael, Roux de Bezieux, Hector, Herb, Brian R., Hertzano, Ronna, Hou, Xiaomeng, Hu, Qiwen, Huang, Z. Josh, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, Li, Yang Eric, Lucero, Jacinta D., Luo, Chongyuan, Mahurkar, Anup, McMillen, Delissa, Nadaf, Naeem M., Nery, Joseph R., Nguyen, Thuc Nghi, Niu, Sheng-Yong, Ntranos, Vasilis, Orvis, Joshua, Osteen, Julia K., Pham, Thanh, Pinto-Duarte, Antonio, Poirion, Olivier, Preissl, Sebastian, Purdom, Elizabeth, Rimorin, Christine, Risso, Davide, Rivkin, Angeline C., Smith, Kimberly, Street, Kelly, Sulc, Josef, Svensson, Valentine, Tieu, Michael, Torkelson, Amy, Tung, Herman, Vaishnav, Eeshit Dhaval, Vanderburg, Charles R., van Velthoven, Cindy, Wang, Xinxin, White, Owen, Gillis, Jesse, Kharchenko, Peter V., Ngai, John, Pachter, Lior, Regev, Aviv, Tasic, Bosiljka, Welch, Joshua D., Ecker, Joseph R., Macosko, Evan, Ren, Bing, Zeng, Hongkui, Mukamel, Eran A., Yao, Zizhen, Liu, Hanqing, Xie, Fangming, Fischer, Stephan, Adkins, Ricky S., Aldrige, Andrew I., Ament, Seth A., Bartlett, Ann, Behrens, M. Margarita, Van den Berge, Koen, Bertagnolli, Darren, Biancalani, Tommaso, Booeshaghi, A. Sina, Corrada Bravo, Hector, Casper, Tamara, Colantuoni, Carlo, Crabtree, Jonathan, Creasy, Heather, Crichton, Kirsten, Crow, Megan, Dee, Nick, Dougherty, Elizabeth L., Doyle, Wayne I., Dudoit, Sandrine, Fang, Rongxin, Felix, Victor, Fong, Olivia, Giglio, Michelle, Goldy, Jeff, Hawrylycz, Michael, Roux de Bezieux, Hector, Herb, Brian R., Hertzano, Ronna, Hou, Xiaomeng, Hu, Qiwen, Huang, Z. Josh, Kancherla, Jayaram, Kroll, Matthew, Lathia, Kanan, Li, Yang Eric, Lucero, Jacinta D., Luo, Chongyuan, Mahurkar, Anup, McMillen, Delissa, Nadaf, Naeem M., Nery, Joseph R., Nguyen, Thuc Nghi, Niu, Sheng-Yong, Ntranos, Vasilis, Orvis, Joshua, Osteen, Julia K., Pham, Thanh, Pinto-Duarte, Antonio, Poirion, Olivier, Preissl, Sebastian, Purdom, Elizabeth, Rimorin, Christine, Risso, Davide, Rivkin, Angeline C., Smith, Kimberly, Street, Kelly, Sulc, Josef, Svensson, Valentine, Tieu, Michael, Torkelson, Amy, Tung, Herman, Vaishnav, Eeshit Dhaval, Vanderburg, Charles R., van Velthoven, Cindy, Wang, Xinxin, White, Owen, Gillis, Jesse, Kharchenko, Peter V., Ngai, John, Pachter, Lior, Regev, Aviv, Tasic, Bosiljka, Welch, Joshua D., Ecker, Joseph R., Macosko, Evan, Ren, Bing, Zeng, Hongkui, and Mukamel, Eran A.

Abstract

Single cell transcriptomics has transformed the characterization of brain cell identity by providing quantitative molecular signatures for large, unbiased samples of brain cell populations. With the proliferation of taxonomies based on individual datasets, a major challenge is to integrate and validate results toward defining biologically meaningful cell types. We used a battery of single-cell transcriptome and epigenome measurements generated by the BRAIN Initiative Cell Census Network (BICCN) to comprehensively assess the molecular signatures of cell types in the mouse primary motor cortex (MOp). We further developed computational and statistical methods to integrate these multimodal data and quantitatively validate the reproducibility of the cell types. The reference atlas, based on more than 600,000 high quality single-cell or -nucleus samples assayed by six molecular modalities, is a comprehensive molecular account of the diverse neuronal and non-neuronal cell types in MOp. Collectively, our study indicates that the mouse primary motor cortex contains over 55 neuronal cell types that are highly replicable across analysis methods, sequencing technologies, and modalities. We find many concordant multimodal markers for each cell type, as well as thousands of genes and gene regulatory elements with discrepant transcriptomic and epigenomic signatures. These data highlight the complex molecular regulation of brain cell types and will directly enable design of reagents to target specific MOp cell types for functional analysis.

Published
2020

30. Human cortical expansion involves diversification and specialization of supragranular intratelencephalic-projecting neurons

Author

Berg, Jim, primary, Sorensen, Staci A., additional, Ting, Jonathan T., additional, Miller, Jeremy A., additional, Chartrand, Thomas, additional, Buchin, Anatoly, additional, Bakken, Trygve E., additional, Budzillo, Agata, additional, Dee, Nick, additional, Ding, Song-Lin, additional, Gouwens, Nathan W., additional, Hodge, Rebecca D., additional, Kalmbach, Brian, additional, Lee, Changkyu, additional, Lee, Brian R., additional, Alfiler, Lauren, additional, Baker, Katherine, additional, Barkan, Eliza, additional, Beller, Allison, additional, Berry, Kyla, additional, Bertagnolli, Darren, additional, Bickley, Kris, additional, Bomben, Jasmine, additional, Braun, Thomas, additional, Brouner, Krissy, additional, Casper, Tamara, additional, Chong, Peter, additional, Crichton, Kirsten, additional, Dalley, Rachel, additional, de Frates, Rebecca, additional, Desta, Tsega, additional, Dingman Lee, Samuel, additional, D’Orazi, Florence, additional, Dotson, Nadezhda, additional, Egdorf, Tom, additional, Enstrom, Rachel, additional, Farrell, Colin, additional, Feng, David, additional, Fong, Olivia, additional, Furdan, Szabina, additional, Galakhova, Anna A., additional, Gamlin, Clare, additional, Gary, Amanda, additional, Glandon, Alexandra, additional, Goldy, Jeff, additional, Gorham, Melissa, additional, Goriounova, Natalia A., additional, Gratiy, Sergey, additional, Graybuck, Lucas, additional, Gu, Hong, additional, Hadley, Kristen, additional, Hansen, Nathan, additional, Heistek, Tim S., additional, Henry, Alex M., additional, Heyer, Djai B., additional, Hill, DiJon, additional, Hill, Chris, additional, Hupp, Madie, additional, Jarsky, Tim, additional, Kebede, Sara, additional, Keene, Lisa, additional, Kim, Lisa, additional, Kim, Mean-Hwan, additional, Kroll, Matthew, additional, Latimer, Caitlin, additional, Levi, Boaz P., additional, Link, Katherine E., additional, Mallory, Matthew, additional, Mann, Rusty, additional, Marshall, Desiree, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, McMillen, Delissa, additional, Melief, Erica, additional, Mertens, Eline J., additional, Mezei, Leona, additional, Mihut, Norbert, additional, Mok, Stephanie, additional, Molnar, Gabor, additional, Mukora, Alice, additional, Ng, Lindsay, additional, Ngo, Kiet, additional, Nicovich, Philip R., additional, Nyhus, Julie, additional, Olah, Gaspar, additional, Oldre, Aaron, additional, Omstead, Victoria, additional, Ozsvar, Attila, additional, Park, Daniel, additional, Peng, Hanchuan, additional, Pham, Trangthanh, additional, Pom, Christina A., additional, Potekhina, Lydia, additional, Rajanbabu, Ramkumar, additional, Ransford, Shea, additional, Reid, David, additional, Rimorin, Christine, additional, Ruiz, Augustin, additional, Sandman, David, additional, Sulc, Josef, additional, Sunkin, Susan M., additional, Szafer, Aaron, additional, Szemenyei, Viktor, additional, Thomsen, Elliot R., additional, Tieu, Michael, additional, Torkelson, Amy, additional, Trinh, Jessica, additional, Tung, Herman, additional, Wakeman, Wayne, additional, Ward, Katelyn, additional, Wilbers, René, additional, Williams, Grace, additional, Yao, Zizhen, additional, Yoon, Jae-Geun, additional, Anastassiou, Costas, additional, Arkhipov, Anton, additional, Barzo, Pal, additional, Bernard, Amy, additional, Cobbs, Charles, additional, de Witt Hamer, Philip C., additional, Ellenbogen, Richard G., additional, Esposito, Luke, additional, Ferreira, Manuel, additional, Gwinn, Ryder P., additional, Hawrylycz, Michael J., additional, Hof, Patrick R., additional, Idema, Sander, additional, Jones, Allan R., additional, Keene, C.Dirk, additional, Ko, Andrew L., additional, Murphy, Gabe J., additional, Ng, Lydia, additional, Ojemann, Jeffrey G., additional, Patel, Anoop P., additional, Phillips, John W., additional, Silbergeld, Daniel L., additional, Smith, Kimberly, additional, Tasic, Bosiljka, additional, Yuste, Rafael, additional, Segev, Idan, additional, de Kock, Christiaan P.J., additional, Mansvelder, Huibert D., additional, Tamas, Gabor, additional, Zeng, Hongkui, additional, Koch, Christof, additional, and Lein, Ed S., additional

Published
2020
Full Text
View/download PDF

31. Evolution of cellular diversity in primary motor cortex of human, marmoset monkey, and mouse

Author

Bakken, Trygve E., primary, Jorstad, Nikolas L., additional, Hu, Qiwen, additional, Lake, Blue B., additional, Tian, Wei, additional, Kalmbach, Brian E., additional, Crow, Megan, additional, Hodge, Rebecca D., additional, Krienen, Fenna M., additional, Sorensen, Staci A., additional, Eggermont, Jeroen, additional, Yao, Zizhen, additional, Aevermann, Brian D., additional, Aldridge, Andrew I., additional, Bartlett, Anna, additional, Bertagnolli, Darren, additional, Casper, Tamara, additional, Castanon, Rosa G., additional, Crichton, Kirsten, additional, Daigle, Tanya L., additional, Dalley, Rachel, additional, Dee, Nick, additional, Dembrow, Nikolai, additional, Diep, Dinh, additional, Ding, Song-Lin, additional, Dong, Weixiu, additional, Fang, Rongxin, additional, Fischer, Stephan, additional, Goldman, Melissa, additional, Goldy, Jeff, additional, Graybuck, Lucas T., additional, Herb, Brian R., additional, Hou, Xiaomeng, additional, Kancherla, Jayaram, additional, Kroll, Matthew, additional, Lathia, Kanan, additional, van Lew, Baldur, additional, Li, Yang Eric, additional, Liu, Christine S., additional, Liu, Hanqing, additional, Lucero, Jacinta D., additional, Mahurkar, Anup, additional, McMillen, Delissa, additional, Miller, Jeremy A., additional, Moussa, Marmar, additional, Nery, Joseph R., additional, Nicovich, Philip R., additional, Orvis, Joshua, additional, Osteen, Julia K., additional, Owen, Scott, additional, Palmer, Carter R., additional, Pham, Thanh, additional, Plongthongkum, Nongluk, additional, Poirion, Olivier, additional, Reed, Nora M., additional, Rimorin, Christine, additional, Rivkin, Angeline, additional, Romanow, William J., additional, Sedeño-Cortés, Adriana E., additional, Siletti, Kimberly, additional, Somasundaram, Saroja, additional, Sulc, Josef, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Wang, Xinxin, additional, Xie, Fangming, additional, Yanny, Anna Marie, additional, Zhang, Renee, additional, Ament, Seth A., additional, Behrens, M. Margarita, additional, Bravo, Hector Corrada, additional, Chun, Jerold, additional, Dobin, Alexander, additional, Gillis, Jesse, additional, Hertzano, Ronna, additional, Hof, Patrick R., additional, Höllt, Thomas, additional, Horwitz, Gregory D., additional, Keene, C. Dirk, additional, Kharchenko, Peter V., additional, Ko, Andrew L., additional, Lelieveldt, Boudewijn P., additional, Luo, Chongyuan, additional, Mukamel, Eran A., additional, Preissl, Sebastian, additional, Regev, Aviv, additional, Ren, Bing, additional, Scheuermann, Richard H., additional, Smith, Kimberly, additional, Spain, William J., additional, White, Owen R., additional, Koch, Christof, additional, Hawrylycz, Michael, additional, Tasic, Bosiljka, additional, Macosko, Evan Z., additional, McCarroll, Steven A., additional, Ting, Jonathan T., additional, Zeng, Hongkui, additional, Zhang, Kun, additional, Feng, Guoping, additional, Ecker, Joseph R., additional, Linnarsson, Sten, additional, and Lein, Ed S., additional

Published
2020
Full Text
View/download PDF

32. A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation

Author

Yao, Zizhen, primary, Nguyen, Thuc Nghi, additional, van Velthoven, Cindy T. J., additional, Goldy, Jeff, additional, Sedeno-Cortes, Adriana E., additional, Baftizadeh, Fahimeh, additional, Bertagnolli, Darren, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Ding, Song-Lin, additional, Fong, Olivia, additional, Garren, Emma, additional, Glandon, Alexandra, additional, Gray, James, additional, Graybuck, Lucas T., additional, Hirschstein, Daniel, additional, Kroll, Matthew, additional, Lathia, Kanan, additional, Levi, Boaz, additional, McMillen, Delissa, additional, Mok, Stephanie, additional, Pham, Thanh, additional, Ren, Qingzhong, additional, Rimorin, Christine, additional, Shapovalova, Nadiya, additional, Sulc, Josef, additional, Sunkin, Susan M., additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Ward, Katelyn, additional, Dee, Nick, additional, Smith, Kimberly A., additional, Tasic, Bosiljka, additional, and Zeng, Hongkui, additional

Published
2020
Full Text
View/download PDF

33. An integrated transcriptomic and epigenomic atlas of mouse primary motor cortex cell types

Author

Yao, Zizhen, primary, Liu, Hanqing, additional, Xie, Fangming, additional, Fischer, Stephan, additional, Booeshaghi, A. Sina, additional, Adkins, Ricky S, additional, Aldridge, Andrew I., additional, Ament, Seth A., additional, Pinto-Duarte, Antonio, additional, Bartlett, Anna, additional, Behrens, M. Margarita, additional, Van den Berge, Koen, additional, Bertagnolli, Darren, additional, Biancalani, Tommaso, additional, Bravo, Héctor Corrada, additional, Casper, Tamara, additional, Colantuoni, Carlo, additional, Creasy, Heather, additional, Crichton, Kirsten, additional, Crow, Megan, additional, Dee, Nick, additional, Dougherty, Elizabeth L, additional, Doyle, Wayne I., additional, Dudoit, Sandrine, additional, Fang, Rongxin, additional, Felix, Victor, additional, Fong, Olivia, additional, Giglio, Michelle, additional, Goldy, Jeff, additional, Hawrylycz, Mike, additional, de Bézieux, Hector Roux, additional, Herb, Brian R., additional, Hertzano, Ronna, additional, Hou, Xiaomeng, additional, Hu, Qiwen, additional, Crabtree, Jonathan, additional, Kancherla, Jayaram, additional, Kroll, Matthew, additional, Lathia, Kanan, additional, Li, Yang Eric, additional, Lucero, Jacinta D., additional, Luo, Chongyuan, additional, Mahurkar, Anup, additional, McMillen, Delissa, additional, Nadaf, Naeem, additional, Nery, Joseph R., additional, Niu, Sheng-Yong, additional, Orvis, Joshua, additional, Osteen, Julia K., additional, Pham, Thanh, additional, Poirion, Olivier, additional, Preissl, Sebastian, additional, Purdom, Elizabeth, additional, Rimorin, Christine, additional, Risso, Davide, additional, Rivkin, Angeline C., additional, Smith, Kimberly, additional, Street, Kelly, additional, Sulc, Josef, additional, Nguyen, Thuc Nghi, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Tung, Herman, additional, Vaishnav, Eeshit Dhaval, additional, Svensson, Valentine, additional, Vanderburg, Charles R., additional, Ntranos, Vasilis, additional, van Velthoven, Cindy, additional, Wang, Xinxin, additional, White, Owen R., additional, Huang, Z. Josh, additional, Kharchenko, Peter V., additional, Pachter, Lior, additional, Ngai, John, additional, Regev, Aviv, additional, Tasic, Bosiljka, additional, Welch, Joshua D., additional, Gillis, Jesse, additional, Macosko, Evan Z., additional, Ren, Bing, additional, Ecker, Joseph R., additional, Zeng, Hongkui, additional, and Mukamel, Eran A., additional

Published
2020
Full Text
View/download PDF

34. Toward an integrated classification of neuronal cell types: morphoelectric and transcriptomic characterization of individual GABAergic cortical neurons

Author

Gouwens, Nathan W., primary, Sorensen, Staci A., additional, Baftizadeh, Fahimeh, additional, Budzillo, Agata, additional, Lee, Brian R., additional, Jarsky, Tim, additional, Alfiler, Lauren, additional, Arkhipov, Anton, additional, Baker, Katherine, additional, Barkan, Eliza, additional, Berry, Kyla, additional, Bertagnolli, Darren, additional, Bickley, Kris, additional, Bomben, Jasmine, additional, Braun, Thomas, additional, Brouner, Krissy, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Daigle, Tanya L., additional, Dalley, Rachel, additional, de Frates, Rebecca, additional, Dee, Nick, additional, Desta, Tsega, additional, Lee, Samuel Dingman, additional, Dotson, Nadezhda, additional, Egdorf, Tom, additional, Ellingwood, Lauren, additional, Enstrom, Rachel, additional, Esposito, Luke, additional, Farrell, Colin, additional, Feng, David, additional, Fong, Olivia, additional, Gala, Rohan, additional, Gamlin, Clare, additional, Gary, Amanda, additional, Glandon, Alexandra, additional, Goldy, Jeff, additional, Gorham, Melissa, additional, Graybuck, Lucas, additional, Gu, Hong, additional, Hadley, Kristen, additional, Hawrylycz, Michael J., additional, Henry, Alex M., additional, Hill, DiJon, additional, Hupp, Madie, additional, Kebede, Sara, additional, Kim, Tae Kyung, additional, Kim, Lisa, additional, Kroll, Matthew, additional, Lee, Changkyu, additional, Link, Katherine E., additional, Mallory, Matthew, additional, Mann, Rusty, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, McMillen, Delissa, additional, Mukora, Alice, additional, Ng, Lindsay, additional, Ng, Lydia, additional, Ngo, Kiet, additional, Nicovich, Philip R., additional, Oldre, Aaron, additional, Park, Daniel, additional, Peng, Hanchuan, additional, Penn, Osnat, additional, Pham, Thanh, additional, Pom, Alice, additional, Potekhina, Lydia, additional, Rajanbabu, Ramkumar, additional, Ransford, Shea, additional, Reid, David, additional, Rimorin, Christine, additional, Robertson, Miranda, additional, Ronellenfitch, Kara, additional, Ruiz, Augustin, additional, Sandman, David, additional, Smith, Kimberly, additional, Sulc, Josef, additional, Sunkin, Susan M., additional, Szafer, Aaron, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Trinh, Jessica, additional, Tung, Herman, additional, Wakeman, Wayne, additional, Ward, Katelyn, additional, Williams, Grace, additional, Zhou, Zhi, additional, Ting, Jonathan, additional, Sumbul, Uygar, additional, Lein, Ed, additional, Koch, Christof, additional, Yao, Zizhen, additional, Tasic, Bosiljka, additional, Berg, Jim, additional, Murphy, Gabe J., additional, and Zeng, Hongkui, additional

Published
2020
Full Text
View/download PDF

35. Toward an Integrated Classification of Cell Types: Morphoelectric and Transcriptomic Characterization of Individual GABAergic Cortical Neurons

Author

Gouwens, Nathan W., primary, Sorensen, Staci A., additional, Baftizadeh, Fahimeh, additional, Budzillo, Agata, additional, Lee, Brian R., additional, Jarsky, Tim, additional, Alfiler, Lauren, additional, Baker, Katherine, additional, Barkan, Eliza, additional, Berry, Kyla, additional, Bertagnolli, Darren, additional, Bickley, Kris, additional, Bomben, Jasmine, additional, Braun, Thomas, additional, Brouner, Kirssy, additional, Casper, Tamara, additional, Crichton, Kirsten, additional, Daigle, Tanya L., additional, Dalley, Rachel, additional, de Frates, Rebeeca, additional, Dee, Nick, additional, Desta, Tsega, additional, Dingman Lee, Samuel, additional, Dotson, Nadezhda, additional, Egdorf, Tom, additional, Ellingwood, Lauren, additional, Enstrom, Rachel, additional, Esposito, Luke, additional, Farrell, Colin, additional, Feng, David, additional, Fong, Olivia, additional, Gala, Rohan, additional, Gamlin, Clare, additional, Gary, Amanda, additional, Glandon, Alexandra, additional, Goldy, Jeff, additional, Gorham, Melissa, additional, Graybuck, Lucas, additional, Gu, Hong, additional, Hadley, Kirsten, additional, Hawrylycz, Michael J., additional, Henry, Alex M., additional, Hill, DiJon, additional, Happ, Madie, additional, Kebede, Sara, additional, Kyung Kim, Tae, additional, Kim, Lisa, additional, Kroll, Matthew, additional, Lee, Changkyu, additional, Link, Katherine E., additional, Mallory, Matthew, additional, Mann, Rusty, additional, Maxwell, Michelle, additional, McGraw, Medea, additional, McMillen, Delissa, additional, Mukora, Alice, additional, Ng, Lindsay, additional, Ng, Lydia, additional, Ngo, Kiet, additional, Nicovich, Philip R., additional, Oldre, Aaron, additional, Park, Daniel, additional, Peng, Hanchuan, additional, Penn, Osnat, additional, Pham, Thanh, additional, Pom, Alice, additional, Potekhina, Lyida, additional, Rajanbabu, Ramkumar, additional, Ransford, Shea, additional, Reid, David, additional, Rimorin, Christine, additional, Robertson, Miranda, additional, Ronellenfitch, Kara, additional, Ruiz, Augustin, additional, Sandman, David, additional, Smith, Kimberly, additional, Sulc, Josef, additional, Sunkin, Susan M., additional, Szafer, Aaron, additional, Tieu, Michael, additional, Torkelson, Amy, additional, Trinh, Jessica, additional, Tung, Herman, additional, Wakeman, Wayne, additional, Ward, Katelyn, additional, Williams, Grace, additional, Zhou, Zhi, additional, Ting, Jonathan, additional, Arkhipov, Anton, additional, Sumbul, Uygar, additional, Lein, Ed, additional, Koch, Christof, additional, Yao, Zizhen, additional, Tasic, Bosiljka, additional, Berg, Jim, additional, Murphy, Gabe J., additional, and Zeng, Hongkui, additional

Published
2020
Full Text
View/download PDF

36. Classification of electrophysiological and morphological types in mouse visual cortex

Author

Gouwens, Nathan W., primary, Sorensen, Staci A., additional, Berg, Jim, additional, Lee, Changkyu, additional, Jarsky, Tim, additional, Ting, Jonathan, additional, Sunkin, Susan M., additional, Feng, David, additional, Anastassiou, Costas, additional, Barkan, Eliza, additional, Bickley, Kris, additional, Blesie, Nicole, additional, Braun, Thomas, additional, Brouner, Krissy, additional, Budzillo, Agata, additional, Caldejon, Shiella, additional, Casper, Tamara, additional, Casteli, Dan, additional, Chong, Peter, additional, Crichton, Kirsten, additional, Cuhaciyan, Christine, additional, Tanya, L. Daigle, additional, Dalley, Rachel, additional, Dee, Nick, additional, Desta, Tsega, additional, Dingman, Samuel, additional, Doperalski, Alyse, additional, Dotson, Nadezhda, additional, Egdorf, Tom, additional, Fisher, Michael, additional, de Frates, Rebecca A., additional, Garren, Emma, additional, Garwood, Marissa, additional, Gary, Amanda, additional, Gaudreault, Nathalie, additional, Godfrey, Keith, additional, Gorham, Melissa, additional, Gu, Hong, additional, Habel, Caroline, additional, Hadley, Kristen, additional, Harrington, James, additional, Harris, Julie, additional, Henry, Alex, additional, Hill, DiJon, additional, Josephsen, Sam, additional, Kebede, Sara, additional, Kim, Lisa, additional, Kroll, Matthew, additional, Lee, Brian, additional, Lemon, Tracy, additional, Liu, Xiaoxiao, additional, Long, Brian, additional, Mann, Rusty, additional, McGraw, Medea, additional, Mihalas, Stefan, additional, Mukora, Alice, additional, Murphy, Gabe J., additional, Ng, Lindsay, additional, Ngo, Kiet, additional, Nguyen, Thuc Nghi, additional, Nicovich, Philip R., additional, Oldre, Aaron, additional, Park, Daniel, additional, Parry, Sheana, additional, Perkins, Jed, additional, Potekhina, Lydia, additional, Reid, David, additional, Robertson, Miranda, additional, Sandman, David, additional, Schroedter, Martin, additional, Slaughterbeck, Cliff, additional, Soler-Llavina, Gilberto, additional, Sulc, Josef, additional, Szafer, Aaron, additional, Tasic, Bosiljka, additional, Taskin, Naz, additional, Teeter, Corinne, additional, Thatra, Nivretta, additional, Tung, Herman, additional, Wakeman, Wayne, additional, Williams, Grace, additional, Young, Rob, additional, Zhou, Zhi, additional, Farrell, Colin, additional, Peng, Hanchuan, additional, Hawrylycz, Michael J., additional, Lein, Ed, additional, Ng, Lydia, additional, Arkhipov, Anton, additional, Bernard, Amy, additional, Phillips, John W., additional, Zeng, Hongkui, additional, and Koch, Christof, additional

Published
2018
Full Text
View/download PDF

37. Magnetic retainers versus mechanical attachments.

Author

Sulc, Josef M.

Subjects
LETTERS to the editor, DENTURES
Abstract

A letter to the editor is presented in response to the article "A magnetically retained partial denture" published in December 1988 issue.

Published
1989

38. Connecting single-cell transcriptomes to projectomes in mouse visual cortex.

Author

Sorensen SA, Gouwens NW, Wang Y, Mallory M, Budzillo A, Dalley R, Lee B, Gliko O, Kuo HC, Kuang X, Mann R, Ahmadinia L, Alfiler L, Baftizadeh F, Baker K, Bannick S, Bertagnolli D, Bickley K, Bohn P, Brown D, Bomben J, Brouner K, Chen C, Chen K, Chvilicek M, Collman F, Daigle T, Dawes T, de Frates R, Dee N, DePartee M, Egdorf T, El-Hifnawi L, Enstrom R, Esposito L, Farrell C, Gala R, Glomb A, Gamlin C, Gary A, Goldy J, Gu H, Hadley K, Hawrylycz M, Henry A, Hill D, Hirokawa KE, Huang Z, Johnson K, Juneau Z, Kebede S, Kim L, Lee C, Lesnar P, Li A, Glomb A, Li Y, Liang E, Link K, Maxwell M, McGraw M, McMillen DA, Mukora A, Ng L, Ochoa T, Oldre A, Park D, Pom CA, Popovich Z, Potekhina L, Rajanbabu R, Ransford S, Reding M, Ruiz A, Sandman D, Siverts L, Smith KA, Stoecklin M, Sulc J, Tieu M, Ting J, Trinh J, Vargas S, Vumbaco D, Walker M, Wang M, Wanner A, Waters J, Williams G, Wilson J, Xiong W, Lein E, Berg J, Kalmbach B, Yao S, Gong H, Luo Q, Ng L, Sümbül U, Jarsky T, Yao Z, Tasic B, and Zeng H

Abstract

The mammalian brain is composed of diverse neuron types that play different functional roles. Recent single-cell RNA sequencing approaches have led to a whole brain taxonomy of transcriptomically-defined cell types, yet cell type definitions that include multiple cellular properties can offer additional insights into a neuron's role in brain circuits. While the Patch-seq method can investigate how transcriptomic properties relate to the local morphological and electrophysiological properties of cell types, linking transcriptomic identities to long-range projections is a major unresolved challenge. To address this, we collected coordinated Patch-seq and whole brain morphology data sets of excitatory neurons in mouse visual cortex. From the Patch-seq data, we defined 16 integrated morpho-electric-transcriptomic (MET)-types; in parallel, we reconstructed the complete morphologies of 300 neurons. We unified the two data sets with a multi-step classifier, to integrate cell type assignments and interrogate cross-modality relationships. We find that transcriptomic variations within and across MET-types correspond with morphological and electrophysiological phenotypes. In addition, this variation, along with the anatomical location of the cell, can be used to predict the projection targets of individual neurons. We also shed new light on infragranular cell types and circuits, including cell-type-specific, interhemispheric projections. With this approach, we establish a comprehensive, integrated taxonomy of excitatory neuron types in mouse visual cortex and create a system for integrated, high-dimensional cell type classification that can be extended to the whole brain and potentially across species.

Published
2023
Full Text
View/download PDF

39. Interindividual variation in human cortical cell type abundance and expression.

Author

Johansen N, Somasundaram S, Travaglini KJ, Yanny AM, Shumyatcher M, Casper T, Cobbs C, Dee N, Ellenbogen R, Ferreira M, Goldy J, Guzman J, Gwinn R, Hirschstein D, Jorstad NL, Keene CD, Ko A, Levi BP, Ojemann JG, Pham T, Shapovalova N, Silbergeld D, Sulc J, Torkelson A, Tung H, Smith K, Lein ES, Bakken TE, Hodge RD, and Miller JA

Subjects
Adult, Humans, Epilepsy metabolism, Gene Expression Profiling, Neurons metabolism, Nervous System Diseases genetics, Mental Disorders genetics, Temporal Lobe cytology, Temporal Lobe metabolism, Transcriptome
Abstract

Single-cell transcriptomic studies have identified a conserved set of neocortical cell types from small postmortem cohorts. We extended these efforts by assessing cell type variation across 75 adult individuals undergoing epilepsy and tumor surgeries. Nearly all nuclei map to one of 125 robust cell types identified in the middle temporal gyrus. However, we found interindividual variance in abundances and gene expression signatures, particularly in deep-layer glutamatergic neurons and microglia. A minority of donor variance is explainable by age, sex, ancestry, disease state, and cell state. Genomic variation was associated with expression of 150 to 250 genes for most cell types. This characterization of cellular variation provides a baseline for cell typing in health and disease.

Published
2023
Full Text
View/download PDF

40. Protein interaction network analysis of mTOR signaling reveals modular organization.

Author

Wehle DT, Bass CS, Sulc J, Mirzaa G, and Smith SEP

Abstract

The mammalian target of rapamycin (mTOR) is a serine-threonine kinase that acts as a central mediator of translation, and plays important roles in cell growth, synaptic plasticity, cancer, and a wide range of developmental disorders. The signaling cascade linking lipid kinases (PI3Ks), protein kinases (AKT) and translation initiation complexes (EIFs) to mTOR has been extensively modeled, but does not fully describe mTOR system behavior. Here, we use quantitative multiplex co-immunoprecipitation to monitor a protein interaction network (PIN) composed of 300+ binary interactions among mTOR-related proteins. Using a simple model system of serum deprived or fresh-media-fed mouse 3T3 fibroblasts, we observed extensive PIN remodeling involving 27+ individual protein interactions after one hour, despite phosphorylation changes observed after only five minutes. Using small molecule inhibitors of PI3K, AKT, mTOR, MEK and ERK, we define subsets of the PIN, termed 'modules', that respond differently to each inhibitor. Using primary fibroblasts from individuals with overgrowth disorders caused by pathogenic PIK3CA or MTOR variants, we find that hyperactivation of mTOR pathway components is reflected in a hyperactive PIN. Our data define a "modular" organization of the mTOR PIN in which coordinated groups of interactions respond to activation or inhibition of distinct nodes, and demonstrate that kinase inhibitors affect the modular network architecture in a complex manner, inconsistent with simple linear models of signal transduction.

Published
2023
Full Text
View/download PDF

41. Cell-type specific molecular signatures of aging revealed in a brain-wide transcriptomic cell-type atlas.

Author

Jin K, Yao Z, van Velthoven CTJ, Kaplan ES, Glattfelder K, Barlow ST, Boyer G, Carey D, Casper T, Chakka AB, Chakrabarty R, Clark M, Departee M, Desierto M, Gary A, Gloe J, Goldy J, Guilford N, Guzman J, Hirschstein D, Lee C, Liang E, Pham T, Reding M, Ronellenfitch K, Ruiz A, Sevigny J, Shapovalova N, Shulga L, Sulc J, Torkelson A, Tung H, Levi B, Sunkin SM, Dee N, Esposito L, Smith K, Tasic B, and Zeng H

Abstract

Biological aging can be defined as a gradual loss of homeostasis across various aspects of molecular and cellular function. Aging is a complex and dynamic process which influences distinct cell types in a myriad of ways. The cellular architecture of the mammalian brain is heterogeneous and diverse, making it challenging to identify precise areas and cell types of the brain that are more susceptible to aging than others. Here, we present a high-resolution single-cell RNA sequencing dataset containing ~1.2 million high-quality single-cell transcriptomic profiles of brain cells from young adult and aged mice across both sexes, including areas spanning the forebrain, midbrain, and hindbrain. We find age-associated gene expression signatures across nearly all 130+ neuronal and non-neuronal cell subclasses we identified. We detect the greatest gene expression changes in non-neuronal cell types, suggesting that different cell types in the brain vary in their susceptibility to aging. We identify specific, age-enriched clusters within specific glial, vascular, and immune cell types from both cortical and subcortical regions of the brain, and specific gene expression changes associated with cell senescence, inflammation, decrease in new myelination, and decreased vasculature integrity. We also identify genes with expression changes across multiple cell subclasses, pointing to certain mechanisms of aging that may occur across wide regions or broad cell types of the brain. Finally, we discover the greatest gene expression changes in cell types localized to the third ventricle of the hypothalamus, including tanycytes, ependymal cells, and Tbx3 + neurons found in the arcuate nucleus that are part of the neuronal circuits regulating food intake and energy homeostasis. These findings suggest that the area surrounding the third ventricle in the hypothalamus may be a hub for aging in the mouse brain. Overall, we reveal a dynamic landscape of cell-type-specific transcriptomic changes in the brain associated with normal aging that will serve as a foundation for the investigation of functional changes in the aging process and the interaction of aging and diseases., Competing Interests: Competing Interests H.Z. is on the scientific advisory board of MapLight Therapeutics, Inc. The other authors declare no competing interests.

Published
2023
Full Text
View/download PDF

42. A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain.

Author

Yao Z, van Velthoven CTJ, Kunst M, Zhang M, McMillen D, Lee C, Jung W, Goldy J, Abdelhak A, Baker P, Barkan E, Bertagnolli D, Campos J, Carey D, Casper T, Chakka AB, Chakrabarty R, Chavan S, Chen M, Clark M, Close J, Crichton K, Daniel S, Dolbeare T, Ellingwood L, Gee J, Glandon A, Gloe J, Gould J, Gray J, Guilford N, Guzman J, Hirschstein D, Ho W, Jin K, Kroll M, Lathia K, Leon A, Long B, Maltzer Z, Martin N, McCue R, Meyerdierks E, Nguyen TN, Pham T, Rimorin C, Ruiz A, Shapovalova N, Slaughterbeck C, Sulc J, Tieu M, Torkelson A, Tung H, Cuevas NV, Wadhwani K, Ward K, Levi B, Farrell C, Thompson CL, Mufti S, Pagan CM, Kruse L, Dee N, Sunkin SM, Esposito L, Hawrylycz MJ, Waters J, Ng L, Smith KA, Tasic B, Zhuang X, and Zeng H

Abstract

The mammalian brain is composed of millions to billions of cells that are organized into numerous cell types with specific spatial distribution patterns and structural and functional properties. An essential step towards understanding brain function is to obtain a parts list, i.e., a catalog of cell types, of the brain. Here, we report a comprehensive and high-resolution transcriptomic and spatial cell type atlas for the whole adult mouse brain. The cell type atlas was created based on the combination of two single-cell-level, whole-brain-scale datasets: a single-cell RNA-sequencing (scRNA-seq) dataset of ~7 million cells profiled, and a spatially resolved transcriptomic dataset of ~4.3 million cells using MERFISH. The atlas is hierarchically organized into five nested levels of classification: 7 divisions, 32 classes, 306 subclasses, 1,045 supertypes and 5,200 clusters. We systematically analyzed the neuronal, non-neuronal, and immature neuronal cell types across the brain and identified a high degree of correspondence between transcriptomic identity and spatial specificity for each cell type. The results reveal unique features of cell type organization in different brain regions, in particular, a dichotomy between the dorsal and ventral parts of the brain: the dorsal part contains relatively fewer yet highly divergent neuronal types, whereas the ventral part contains more numerous neuronal types that are more closely related to each other. We also systematically characterized cell-type specific expression of neurotransmitters, neuropeptides, and transcription factors. The study uncovered extraordinary diversity and heterogeneity in neurotransmitter and neuropeptide expression and co-expression patterns in different cell types across the brain, suggesting they mediate a myriad of modes of intercellular communications. Finally, we found that transcription factors are major determinants of cell type classification in the adult mouse brain and identified a combinatorial transcription factor code that defines cell types across all parts of the brain. The whole-mouse-brain transcriptomic and spatial cell type atlas establishes a benchmark reference atlas and a foundational resource for deep and integrative investigations of cell type and circuit function, development, and evolution of the mammalian brain., Competing Interests: Competing Interests X.Z. is a co-founder and consultant of Vizgen.

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results