J
Joshua D. Welch
Researcher at University of Michigan
Publications - 62
Citations - 3819
Joshua D. Welch is an academic researcher from University of Michigan. The author has contributed to research in topics: Biology & Gene. The author has an hindex of 20, co-authored 50 publications receiving 2081 citations. Previous affiliations of Joshua D. Welch include Broad Institute & University of North Carolina at Chapel Hill.
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Journal ArticleDOI
Slide-seq: A scalable technology for measuring genome-wide expression at high spatial resolution
Samuel G. Rodriques,Samuel G. Rodriques,Robert R. Stickels,Robert R. Stickels,Aleksandrina Goeva,Carly A. Martin,Evan Murray,Charles R. Vanderburg,Joshua D. Welch,Linlin M. Chen,Fei Chen,Evan Z. Macosko,Evan Z. Macosko +12 more
TL;DR: Slide-seq provides a scalable method for obtaining spatially resolved gene expression data at resolutions comparable to the sizes of individual cells, and defines the temporal evolution of cell type–specific responses in a mouse model of traumatic brain injury.
Journal ArticleDOI
Single-Cell Multi-omic Integration Compares and Contrasts Features of Brain Cell Identity.
Joshua D. Welch,Velina Kozareva,Ashley Ferreira,Charles R. Vanderburg,Carly A. Martin,Evan Z. Macosko,Evan Z. Macosko +6 more
TL;DR: LIGER, an algorithm that delineates shared and dataset-specific features of cell identity, was applied to four diverse and challenging analyses of human and mouse brain cells, revealing putative mechanisms of cell-type-specific epigenomic regulation.
Posted ContentDOI
A multimodal cell census and atlas of the mammalian primary motor cortex
Ricky S. Adkins,Andrew Aldridge,Shona Allen,Seth A. Ament,Xu An,Ethan J. Armand,Giorgio A. Ascoli,Trygve E. Bakken,Anita Bandrowski,Samik Banerjee,Nikolaos Barkas,Anna Bartlett,Helen S. Bateup,M. Margarita Behrens,Philipp Berens,Jim Berg,Matteo Bernabucci,Yves Bernaerts,Darren Bertagnolli,Tommaso Biancalani,Lara Boggeman,Sina Booeshaghi,Ian Bowman,Héctor Corrada Bravo,Cathryn R. Cadwell,Edward M. Callaway,Benjamin Carlin,Carolyn O’Connor,Robert A. Carter,Tamara Casper,Rosa Castanon,Jesus Ramon Castro,Rebecca K. Chance,Apaala Chatterjee,Huaming Chen,Jerold Chun,Carlo Colantuoni,Jonathan Crabtree,Heather Huot Creasy,Kirsten Crichton,Megan Crow,Florence D’Orazi,Tanya L. Daigle,Rachel A. Dalley,Nick Dee,Kylee Degatano,Benjamin Dichter,Dinh Diep,Liya Ding,Songlin Ding,Bertha Dominguez,Hong-Wei Dong,Weixiu Dong,Elizabeth L. Dougherty,Sandrine Dudoit,Joseph R. Ecker,Stephen W. Eichhorn,Rongxin Fang,Victor Felix,Guoping Feng,Zhao Feng,Stephan Fischer,Conor Fitzpatrick,Olivia Fong,Nicholas N. Foster,William Galbavy,James C. Gee,Satrajit S. Ghosh,Michelle G. Giglio,Thomas R. Gillespie,Jesse Gillis,Melissa Goldman,Jeff Goldy,Hui Gong,Lin Gou,Michael Grauer,Yaroslav O. Halchenko,Julie M. Harris,Leonard Hartmanis,Joshua T. Hatfield,Michael Hawrylycz,Brian Helba,Brian R. Herb,Ronna Hertzano,Houri Hintiryan,Karla E. Hirokawa,Dirk Hockemeyer,Rebecca D. Hodge,Greg Hood,Gregory D. Horwitz,Xiaomeng Hou,Lijuan Hu,Qiwen Hu,Josh Huang,Bing-Xing Huo,Tony Ito-Cole,Matthew W. Jacobs,Xueyan Jia,Shengdian Jiang,Tao Jiang,Xiaolong Jiang,Xin Jin,Nikolas L. Jorstad,Brian E. Kalmbach,Jayaram Kancherla,C. Dirk Keene,Kathleen Kelly,Farzaneh Khajouei,Peter V. Kharchenko,Gukhan Kim,Andrew L. Ko,Dmitry Kobak,Kishori Konwar,Daniel J. Kramer,Fenna M. Krienen,Matthew Kroll,Xiuli Kuang,Hsien-Chi Kuo,Rachael Larsen,Kanan Lathia,Sophie Laturnus,Angus Y. Lee,Cheng-Ta Lee,Kuo-Fen Lee,Ed S. Lein,Phil Lesnar,Anan Li,Xiangning Li,Xu Li,Yang Eric Li,Yaoyao Li,Yuanyuan Li,Byung Kook Lim,Sten Linnarsson,Christine S. Liu,Hanqing Liu,Lijuan Liu,Jacinta Lucero,Chongyuan Luo,Qingming Luo,Evan Z. Macosko,Anup Mahurkar,Maryann E. Martone,Katherine Matho,Steven A. McCarroll,Carrie McCracken,Delissa McMillen,Elanine Miranda,Partha P. Mitra,Paula Assakura Miyazaki,Judith Mizrachi,Stephanie Mok,Eran A. Mukamel,Shalaka Mulherkar,Naeem Nadaf,Maitham Naeemi,Arun Narasimhan,Joseph R. Nery,Lydia Ng,John Ngai,Thuc Nghi Nguyen,Lance Nickel,Philip R. Nicovich,Sheng-Yong Niu,Vasilis Ntranos,Michael Nunn,Dustin Olley,Joshua Orvis,Julia K. Osteen,Pavel Osten,Scott F. Owen,Lior Pachter,Ramesh Palaniswamy,C. Palmer,Yan Pang,Hanchuan Peng,Thanh Pham,Antonio Pinto-Duarte,Nongluk Plongthongkum,Olivier Poirion,Sebastian Preissl,Elizabeth Purdom,Lei Qu,Mohammad S. Rashid,Nora Reed,Aviv Regev,Bing Ren,Miao Ren,Christine Rimorin,Davide Risso,Angeline Rivkin,Rodrigo Muñoz-Castañeda,William J. Romanow,Alexander J. Ropelewski,Hector Roux de Bézieux,Zongcai Ruan,Rickard Sandberg,Steven Savoia,Federico Scala,Michael Schor,Elise Shen,Kimberly Siletti,Jared B. Smith,Kimberly A. Smith,Saroja Somasundaram,Yuanyuan Song,Staci A. Sorensen,David A. Stafford,Kelly Street,Josef Sulc,Susan M. Sunkin,Valentine Svensson,Pengcheng Tan,Zheng Huan Tan,Bosiljka Tasic,Carol L. Thompson,Wei Tian,Timothy L. Tickle,Michael Tieu,Jonathan T. Ting,Andreas S. Tolias,Amy Torkelson,Herman Tung,Eeshit Dhaval Vaishnav,Koen Van den Berge,Cindy T. J. van Velthoven,Charles R. Vanderburg,Matthew B. Veldman,Minh Vu,Wayne Wakeman,Peng Wang,Quanxin Wang,Xinxin Wang,Yimin Wang,Yun Wang,Joshua D. Welch,Owen White,Elora W Williams,Fangming Xie,Peng Xie,Feng Xiong,William Yang,Anna Marie Yanny,Zizhen Yao,Lulu Yin,Yang Yu,Jing Yuan,Hongkui Z +247 more
TL;DR: This study reveals a unified molecular genetic landscape of cortical cell types that congruently integrates their transcriptome, open chromatin and DNA methylation maps, and establishes a unified and mechanistic framework of neuronal cell type organization that integrates multi-layered molecular genetic and spatial information with multi-faceted phenotypic properties.
Journal ArticleDOI
SLICER: inferring branched, nonlinear cellular trajectories from single cell RNA-seq data.
TL;DR: The developed SLICER (Selective Locally Linear Inference of Cellular Expression Relationships) can infer highly nonlinear trajectories, select genes without prior knowledge of the process, and automatically determine the location and number of branches and loops.
Journal ArticleDOI
Single-cell transcriptomics reconstructs fate conversion from fibroblast to cardiomyocyte
Ziqing Liu,Li Wang,Joshua D. Welch,Hong Ma,Yang Zhou,Haley Ruth Vaseghi,Shuo Yu,Joseph Blake Wall,Sahar Alimohamadi,Michael Zheng,Chaoying Yin,Weining Shen,Jan F. Prins,Jiandong Liu,Li Qian +14 more
TL;DR: Single-cell transcriptomics approaches enabled us to reconstruct the reprogramming trajectory and to uncover intermediate cell populations, gene pathways and regulators involved in iCM induction.