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2. P1207: SERIAL SINGLE-CELL PROFILING OF MANTLE CELL LYMPHOMA REVEALS FUNCTIONAL AND MOLECULAR CORRELATES OF RESISTANCE TO BTK INHIBITOR-INCLUSIVE TRIPLET THERAPY

Author

Lydie Debaize, Ye Zhang, Michelle Ramseier, Mingzeng Zhang, Adam Langenbucher, Peter S. Winter, Ran Xu, Nezha Senhaji, Robert A Redd, Martin J. Aryee, Paul H. Branch, Austin I. Kim, David M. Weinstock, Alex Shalek, Scott R. Manalis, and Mark A. Murakami

Subjects
Diseases of the blood and blood-forming organs, RC633-647.5
Published
2023
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3. The Human Cell Atlas

Author

Aviv Regev, Sarah A Teichmann, Eric S Lander, Ido Amit, Christophe Benoist, Ewan Birney, Bernd Bodenmiller, Peter Campbell, Piero Carninci, Menna Clatworthy, Hans Clevers, Bart Deplancke, Ian Dunham, James Eberwine, Roland Eils, Wolfgang Enard, Andrew Farmer, Lars Fugger, Berthold Göttgens, Nir Hacohen, Muzlifah Haniffa, Martin Hemberg, Seung Kim, Paul Klenerman, Arnold Kriegstein, Ed Lein, Sten Linnarsson, Emma Lundberg, Joakim Lundeberg, Partha Majumder, John C Marioni, Miriam Merad, Musa Mhlanga, Martijn Nawijn, Mihai Netea, Garry Nolan, Dana Pe'er, Anthony Phillipakis, Chris P Ponting, Stephen Quake, Wolf Reik, Orit Rozenblatt-Rosen, Joshua Sanes, Rahul Satija, Ton N Schumacher, Alex Shalek, Ehud Shapiro, Padmanee Sharma, Jay W Shin, Oliver Stegle, Michael Stratton, Michael J T Stubbington, Fabian J Theis, Matthias Uhlen, Alexander van Oudenaarden, Allon Wagner, Fiona Watt, Jonathan Weissman, Barbara Wold, Ramnik Xavier, Nir Yosef, and Human Cell Atlas Meeting Participants

Subjects
single-cell genomics, lineage, cell atlas, science forum, Medicine, Science, Biology (General), QH301-705.5
Abstract

The recent advent of methods for high-throughput single-cell molecular profiling has catalyzed a growing sense in the scientific community that the time is ripe to complete the 150-year-old effort to identify all cell types in the human body. The Human Cell Atlas Project is an international collaborative effort that aims to define all human cell types in terms of distinctive molecular profiles (such as gene expression profiles) and to connect this information with classical cellular descriptions (such as location and morphology). An open comprehensive reference map of the molecular state of cells in healthy human tissues would propel the systematic study of physiological states, developmental trajectories, regulatory circuitry and interactions of cells, and also provide a framework for understanding cellular dysregulation in human disease. Here we describe the idea, its potential utility, early proofs-of-concept, and some design considerations for the Human Cell Atlas, including a commitment to open data, code, and community.

Published
2017
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4. The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution

Author

Orit Rozenblatt-Rosen, Aviv Regev, Philipp Oberdoerffer, Tal Nawy, Anna Hupalowska, Jennifer E. Rood, Orr Ashenberg, Ethan Cerami, Robert J. Coffey, Emek Demir, Li Ding, Edward D. Esplin, James M. Ford, Jeremy Goecks, Sharmistha Ghosh, Joe W. Gray, Justin Guinney, Sean E. Hanlon, Shannon K. Hughes, E. Shelley Hwang, Christine A. Iacobuzio-Donahue, Judit Jané-Valbuena, Bruce E. Johnson, Ken S. Lau, Tracy Lively, Sarah A. Mazzilli, Dana Pe’er, Sandro Santagata, Alex K. Shalek, Denis Schapiro, Michael P. Snyder, Peter K. Sorger, Avrum E. Spira, Sudhir Srivastava, Kai Tan, Robert B. West, Elizabeth H. Williams, Denise Aberle, Samuel I. Achilefu, Foluso O. Ademuyiwa, Andrew C. Adey, Rebecca L. Aft, Rachana Agarwal, Ruben A. Aguilar, Fatemeh Alikarami, Viola Allaj, Christopher Amos, Robert A. Anders, Michael R. Angelo, Kristen Anton, Jon C. Aster, Ozgun Babur, Amir Bahmani, Akshay Balsubramani, David Barrett, Jennifer Beane, Diane E. Bender, Kathrin Bernt, Lynne Berry, Courtney B. Betts, Julie Bletz, Katie Blise, Adrienne Boire, Genevieve Boland, Alexander Borowsky, Kristopher Bosse, Matthew Bott, Ed Boyden, James Brooks, Raphael Bueno, Erik A. Burlingame, Qiuyin Cai, Joshua Campbell, Wagma Caravan, Hassan Chaib, Joseph M. Chan, Young Hwan Chang, Deyali Chatterjee, Ojasvi Chaudhary, Alyce A. Chen, Bob Chen, Changya Chen, Chia-hui Chen, Feng Chen, Yu-An Chen, Milan G. Chheda, Koei Chin, Roxanne Chiu, Shih-Kai Chu, Rodrigo Chuaqui, Jaeyoung Chun, Luis Cisneros, Graham A. Colditz, Kristina Cole, Natalie Collins, Kevin Contrepois, Lisa M. Coussens, Allison L. Creason, Daniel Crichton, Christina Curtis, Tanja Davidsen, Sherri R. Davies, Ino de Bruijn, Laura Dellostritto, Angelo De Marzo, David G. DeNardo, Dinh Diep, Sharon Diskin, Xengie Doan, Julia Drewes, Stephen Dubinett, Michael Dyer, Jacklynn Egger, Jennifer Eng, Barbara Engelhardt, Graham Erwin, Laura Esserman, Alex Felmeister, Heidi S. Feiler, Ryan C. Fields, Stephen Fisher, Keith Flaherty, Jennifer Flournoy, Angelo Fortunato, Allison Frangieh, Jennifer L. Frye, Robert S. Fulton, Danielle Galipeau, Siting Gan, Jianjiong Gao, Long Gao, Peng Gao, Vianne R. Gao, Tim Geiger, Ajit George, Gad Getz, Marios Giannakis, David L. Gibbs, William E. Gillanders, Simon P. Goedegebuure, Alanna Gould, Kate Gowers, William Greenleaf, Jeremy Gresham, Jennifer L. Guerriero, Tuhin K. Guha, Alexander R. Guimaraes, David Gutman, Nir Hacohen, Sean Hanlon, Casey R. Hansen, Olivier Harismendy, Kathleen A. Harris, Aaron Hata, Akimasa Hayashi, Cody Heiser, Karla Helvie, John M. Herndon, Gilliam Hirst, Frank Hodi, Travis Hollmann, Aaron Horning, James J. Hsieh, Shannon Hughes, Won Jae Huh, Stephen Hunger, Shelley E. Hwang, Heba Ijaz, Benjamin Izar, Connor A. Jacobson, Samuel Janes, Reyka G. Jayasinghe, Lihua Jiang, Brett E. Johnson, Bruce Johnson, Tao Ju, Humam Kadara, Klaus Kaestner, Jacob Kagan, Lukas Kalinke, Robert Keith, Aziz Khan, Warren Kibbe, Albert H. Kim, Erika Kim, Junhyong Kim, Annette Kolodzie, Mateusz Kopytra, Eran Kotler, Robert Krueger, Kostyantyn Krysan, Anshul Kundaje, Uri Ladabaum, Blue B. Lake, Huy Lam, Rozelle Laquindanum, Ashley M. Laughney, Hayan Lee, Marc Lenburg, Carina Leonard, Ignaty Leshchiner, Rochelle Levy, Jerry Li, Christine G. Lian, Kian-Huat Lim, Jia-Ren Lin, Yiyun Lin, Qi Liu, Ruiyang Liu, William J.R. Longabaugh, Teri Longacre, Cynthia X. Ma, Mary Catherine Macedonia, Tyler Madison, Christopher A. Maher, Anirban Maitra, Netta Makinen, Danika Makowski, Carlo Maley, Zoltan Maliga, Diego Mallo, John Maris, Nick Markham, Jeffrey Marks, Daniel Martinez, Robert J. Mashl, Ignas Masilionais, Jennifer Mason, Joan Massagué, Pierre Massion, Marissa Mattar, Richard Mazurchuk, Linas Mazutis, Eliot T. McKinley, Joshua F. McMichael, Daniel Merrick, Matthew Meyerson, Julia R. Miessner, Gordon B. Mills, Meredith Mills, Suman B. Mondal, Motomi Mori, Yuriko Mori, Elizabeth Moses, Yael Mosse, Jeremy L. Muhlich, George F. Murphy, Nicholas E. Navin, Michel Nederlof, Reid Ness, Stephanie Nevins, Milen Nikolov, Ajit Johnson Nirmal, Garry Nolan, Edward Novikov, Brendan O’Connell, Michael Offin, Stephen T. Oh, Anastasiya Olson, Alex Ooms, Miguel Ossandon, Kouros Owzar, Swapnil Parmar, Tasleema Patel, Gary J. Patti, Itsik Pe'er, Tao Peng, Daniel Persson, Marvin Petty, Hanspeter Pfister, Kornelia Polyak, Kamyar Pourfarhangi, Sidharth V. Puram, Qi Qiu, Álvaro Quintanal-Villalonga, Arjun Raj, Marisol Ramirez-Solano, Rumana Rashid, Ashley N. Reeb, Mary Reid, Adam Resnick, Sheila M. Reynolds, Jessica L. Riesterer, Scott Rodig, Joseph T. Roland, Sonia Rosenfield, Asaf Rotem, Sudipta Roy, Charles M. Rudin, Marc D. Ryser, Maria Santi-Vicini, Kazuhito Sato, Deborah Schrag, Nikolaus Schultz, Cynthia L. Sears, Rosalie C. Sears, Subrata Sen, Triparna Sen, Alex Shalek, Jeff Sheng, Quanhu Sheng, Kooresh I. Shoghi, Martha J. Shrubsole, Yu Shyr, Alexander B. Sibley, Kiara Siex, Alan J. Simmons, Dinah S. Singer, Shamilene Sivagnanam, Michal Slyper, Artem Sokolov, Sheng-Kwei Song, Austin Southard-Smith, Avrum Spira, Janet Stein, Phillip Storm, Elizabeth Stover, Siri H. Strand, Timothy Su, Damir Sudar, Ryan Sullivan, Lea Surrey, Mario Suvà, Nadezhda V. Terekhanova, Luke Ternes, Lisa Thammavong, Guillaume Thibault, George V. Thomas, Vésteinn Thorsson, Ellen Todres, Linh Tran, Madison Tyler, Yasin Uzun, Anil Vachani, Eliezer Van Allen, Simon Vandekar, Deborah J. Veis, Sébastien Vigneau, Arastoo Vossough, Angela Waanders, Nikhil Wagle, Liang-Bo Wang, Michael C. Wendl, Robert West, Chi-yun Wu, Hao Wu, Hung-Yi Wu, Matthew A. Wyczalkowski, Yubin Xie, Xiaolu Yang, Clarence Yapp, Wenbao Yu, Yinyin Yuan, Dadong Zhang, Kun Zhang, Mianlei Zhang, Nancy Zhang, Yantian Zhang, Yanyan Zhao, Daniel Cui Zhou, Zilu Zhou, Houxiang Zhu, Qin Zhu, Xiangzhu Zhu, Yuankun Zhu, and Xiaowei Zhuang

Subjects
Cell, Genomics, Computational biology, Tumor initiation, Biology, Article, General Biochemistry, Genetics and Molecular Biology, Metastasis, 03 medical and health sciences, Atlases as Topic, 0302 clinical medicine, Neoplasms, Tumor Microenvironment, medicine, Humans, Precision Medicine, 030304 developmental biology, 0303 health sciences, Atlas (topology), Cancer, medicine.disease, 3. Good health, Human tumor, Cell Transformation, Neoplastic, medicine.anatomical_structure, Single-Cell Analysis, Single point, 030217 neurology & neurosurgery
Abstract

Crucial transitions in cancer-including tumor initiation, local expansion, metastasis, and therapeutic resistance-involve complex interactions between cells within the dynamic tumor ecosystem. Transformative single-cell genomics technologies and spatial multiplex in situ methods now provide an opportunity to interrogate this complexity at unprecedented resolution. The Human Tumor Atlas Network (HTAN), part of the National Cancer Institute (NCI) Cancer Moonshot Initiative, will establish a clinical, experimental, computational, and organizational framework to generate informative and accessible three-dimensional atlases of cancer transitions for a diverse set of tumor types. This effort complements both ongoing efforts to map healthy organs and previous large-scale cancer genomics approaches focused on bulk sequencing at a single point in time. Generating single-cell, multiparametric, longitudinal atlases and integrating them with clinical outcomes should help identify novel predictive biomarkers and features as well as therapeutically relevant cell types, cell states, and cellular interactions across transitions. The resulting tumor atlases should have a profound impact on our understanding of cancer biology and have the potential to improve cancer detection, prevention, and therapeutic discovery for better precision-medicine treatments of cancer patients and those at risk for cancer.

Published
2020

5. Deciphering the tumor-specific immunopeptidome in vivo with genetically engineered mouse models

Author

Tyler Jacks, Alex Jaeger, Lauren Stopfer, Emma Sanders, Demi Sandel, William Freed-Pastor, William Rideout III, Santiago Naranjo, Tim Fessenden, Peter Winter, Ryan Kohn, Jason Schenkel, Sean-Luc Shanahan, Alex Shalek, Stefani Spranger, and Forest White

Abstract

Effective immunosurveillance of cancer requires the presentation of peptide antigens on major histocompatibility complex Class I (MHC-I). Recent developments in proteomics have improved the identification of peptides that are naturally presented by MHC-I, collectively known as the “immunopeptidome”. Current approaches to profile tumor immunopeptidomes have been limited to in vitro investigation, which fails to capture the in vivo repertoire of MHC-I peptides, or bulk tumor lysates, which are obscured by the lack of tumor-specific MHC-I isolation. To overcome these limitations, we report here the engineering of a Cre recombinase-inducible affinity tag into the endogenous mouse MHC-I gene and targeting of this allele to the KrasLSL-G12D/+; p53fl/fl (KP) mouse model (KP; KbStrep). This novel approach has allowed us to isolate tumor-specific MHC-I peptides from autochthonous pancreatic ductal adenocarcinoma (PDAC) and lung adenocarcinoma (LUAD) in vivo. With this powerful analytical tool, we were able to profile the evolution of the LUAD immunopeptidome through tumor progression and show that in vivo MHC-I presentation is shaped by post-translational mechanisms. We also uncovered novel, putative LUAD tumor associated antigens (TAAs). Many peptides that were recurrently presented in vivo exhibited very low expression of the cognate mRNA, provoking reconsideration of antigen prediction pipelines that triage peptides according to transcript abundance. Beyond cancer, the KbStrep allele is compatible with a broad range of Cre-driver lines to explore antigen presentation in vivo in the pursuit of understanding basic immunology, infectious disease, and autoimmunity.

Published
2021

7. A Single-Cell Liver Atlas of Relapsing Human Malaria

Author

Liliana Mancio-Silva, Nil Gural, Marc H. Wadsworth II, Vincent Butty, Travis K. Hughes, Sandra March, Niketa Nerurkar, Wanlapa Roobsoong, Heather E. Fleming, Charlie Whittaker, Stuart S. Levine, Jetsumon Sattabongkot, Alex Shalek, and Sangeeta N. Bhatia

Published
2021

8. Clinical Implementation of Single-Cell RNA Sequencing Using Liver Fine Needle Aspirate Tissuesampling and Centralized Processing Captures Compartment Specific Immuno-Diversity

Author

Alex S. Genshaft, Sonu Subudhi, Arlin Keo, Juan D. Sanchez Vasquez, Nádia Conceição-Neto, Deeqa Mahamed, Lauke L. Boeijen, Nadia Alatrakchi, Chris Oetheimer, Mike Vilme, Riley Drake, Ira Fleming, Nancy Tran, Constantine Tzouanas, Jasmin Joseph-Chazan, Martin Arreola Villanueva, Harmen J. G. van de Werken, Gertine W. van Oord, Zwier M.A. Groothuismink, Boris J. Beudeker, Zgjim Osmani, Shirin Nkongolo, Aman Mehrotra, Jordan Feld, Raymond T. Chung, Robert J. de Knegt, Harry L.A. Janssen, Jeroen Aerssens, Jacques Bollekens, Nir Hacohen, Georg M. Lauer, Andre Boonstra, Alex Shalek, and Adam J. Gehring

Subjects
History, Polymers and Plastics, Business and International Management, Industrial and Manufacturing Engineering
Published
2021

9. 2001 – PLASTICITY OF B-LYMPHOBLASTIC LEUKEMIA STEM CELLS

Author

Grant Rowe, Vivian Morris, Dahai Wang, William Marion, Travis Hughes, Patricia Sousa, Taku Harada, Shannan Ho Sui, Sergey Naumenko, Jeremie Kalfon, Prerana Sensharma, Renan Vinicius da Silva, Yana Pikman, Marian Harris, Maxim Pimkin, Alex Shalek, Trista North, George Daley, and Edroaldo Lummertz da Rocha

Subjects
Cancer Research, Genetics, Cell Biology, Hematology, Molecular Biology
Published
2021

10. Endothelial immune surveillance by intravascular antigen-experienced CD8+ T cells as a novel mechanism of antiviral adaptive immunity

Author

Olga Barreiro, Scott M Loughhead, Paris Pallis, Mahmoud Eljalby, Ton Zwijnenburg, Victor Collado, Carly Ziegler, Nir Yosef, Alex Shalek, Carmen Gerlach, and Ulrich H von Andrian

Subjects
Immunology, Immunology and Allergy
Abstract

Following acute infection, pathogen-specific CD8+ T cells proliferate and divide in a heterogeneous manner, giving rise to effector and memory T cells with distinct migratory patterns. This migratory division of labor ensures that the host is efficiently scanned for ongoing or recurring infections. Recent evidence suggests that the presumed migratory behavior of the classical effector memory T cell subset needs revision. Here, we report that terminally differentiated effector and effector memory T cells adhere to and patrol the endothelium, while less differentiated T cells migrate into peripheral tissues. Interestingly, patrolling T cells have been observed at vascular beds such as the dermal microvasculature, where they concentrate in arterioles and preferentially migrate against the blood flow. Patrolling T cells survey the endothelium in the search for cognate antigen and, once encountered, cease their migration and establish long-lived interactions with peptide-presenting endothelial cells without inducing cytotoxicity. Finally, single-cell RNA-Seq analysis of patrolling CD8+ T effector cells and blockade experiments to prevent patrolling have unveiled a key and unexpected role for patrolling in the generation and maintenance of the intravascular CD8+ CX3CR1high KLRG-1+ effector memory T cell subset, which in turn is relevant for long-term protective immunity.

Published
2021

13. Characterizing the T cell receptor clonotype repertoire of an atypical HLA class II-restricted CD8 T cell response in HIV-1 infection (VIR6P.1170)

Author

Pedro Lamothe, Srinika Ranasinghe, Frances Crawford, Janice White, Gina Clayton, Karen Power, Wilfredo Garcia-Beltran, Todd Allen, Alex Shalek, John Kappler, and Bruce Walker

Subjects
Immunology, Immunology and Allergy
Abstract

CD8 T cells targeting peptides presented by human leukocyte antigen (HLA) class II are atypical. Little is known about how the CD8 T cell receptor (TCR) recognizes peptides on HLA class II. We analyzed the TCR repertoire of a class II-restricted CD8 T cells targeting a HIV peptide. We identified an atypical HIV-specific CD8 response to DV16 peptide on HLA-DRB1*11. We sequenced the TCR of the class II-tetramer sorted cells. To measure the binding kinetics of the TCR with the peptide-MHC we used surface plasmon resonance (SPR). Analysis of 68 sequences showed that TCR-beta repertoire has a single TRBV2*01 clonotype. We looked at 64 sequences of TCRalpha and found that the repertoire had two clonotypes: TRAV26-1*02 and TRAV6*02. SPR revealed that only the TRAV6 was able to bind to the peptide-MHC. We studied 27 sequences of the CD4 T cells targeting the same MHC class II-peptide. We observed a polyclonal response of 16 clonotypes. 13 clonotypes used the same TRBV2*01 gene but had different rearrangements. Interestingly, two of these sequences are exactly the same as the dominant clonotype from the CD8 response. We found that the TCR is shared between CD8 and CD4 T cells targeting the same class II HLA-peptide. These data suggest that atypical CD8 cells express two different TCR alpha, possibly due to inefficient allelic exclusion during development. The use of the same TRBV2*01 by different CD4 clonotypes may suggest an atypical docking of TCR in the binding with peptide-HLA.

Published
2015

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