Literature DB >> 28787399

Single-cell RNA sequencing to explore immune cell heterogeneity.

Efthymia Papalexi1,2, Rahul Satija1,2.   

Abstract

Advances in single-cell RNA sequencing (scRNA-seq) have allowed for comprehensive analysis of the immune system. In this Review, we briefly describe the available scRNA-seq technologies together with their corresponding strengths and weaknesses. We discuss in depth how scRNA-seq can be used to deconvolve immune system heterogeneity by identifying novel distinct immune cell subsets in health and disease, characterizing stochastic heterogeneity within a cell population and building developmental 'trajectories' for immune cells. Finally, we discuss future directions of the field and present integrated approaches to complement molecular information from a single cell with studies of the environment, epigenetic state and cell lineage.

Mesh:

Year:  2017        PMID: 28787399     DOI: 10.1038/nri.2017.76

Source DB:  PubMed          Journal:  Nat Rev Immunol        ISSN: 1474-1733            Impact factor:   53.106


  81 in total

1.  Single-cell trajectory detection uncovers progression and regulatory coordination in human B cell development.

Authors:  Sean C Bendall; Kara L Davis; El-Ad David Amir; Michelle D Tadmor; Erin F Simonds; Tiffany J Chen; Daniel K Shenfeld; Garry P Nolan; Dana Pe'er
Journal:  Cell       Date:  2014-04-24       Impact factor: 41.582

2.  Real time quantitative PCR.

Authors:  C A Heid; J Stevens; K J Livak; P M Williams
Journal:  Genome Res       Date:  1996-10       Impact factor: 9.043

3.  CEL-Seq: single-cell RNA-Seq by multiplexed linear amplification.

Authors:  Tamar Hashimshony; Florian Wagner; Noa Sher; Itai Yanai
Journal:  Cell Rep       Date:  2012-08-30       Impact factor: 9.423

4.  Fluorescent in situ sequencing (FISSEQ) of RNA for gene expression profiling in intact cells and tissues.

Authors:  Je Hyuk Lee; Evan R Daugharthy; Jonathan Scheiman; Reza Kalhor; Thomas C Ferrante; Richard Terry; Brian M Turczyk; Joyce L Yang; Ho Suk Lee; John Aach; Kun Zhang; George M Church
Journal:  Nat Protoc       Date:  2015-02-12       Impact factor: 13.491

Review 5.  Heterogeneity in immune responses: from populations to single cells.

Authors:  Rahul Satija; Alex K Shalek
Journal:  Trends Immunol       Date:  2014-04-16       Impact factor: 16.687

6.  Massively parallel single-cell RNA-seq for marker-free decomposition of tissues into cell types.

Authors:  Diego Adhemar Jaitin; Ephraim Kenigsberg; Hadas Keren-Shaul; Naama Elefant; Franziska Paul; Irina Zaretsky; Alexander Mildner; Nadav Cohen; Steffen Jung; Amos Tanay; Ido Amit
Journal:  Science       Date:  2014-02-14       Impact factor: 47.728

7.  Clonal tracking of rhesus macaque hematopoiesis highlights a distinct lineage origin for natural killer cells.

Authors:  Chuanfeng Wu; Brian Li; Rong Lu; Samson J Koelle; Yanqin Yang; Alexander Jares; Alan E Krouse; Mark Metzger; Frank Liang; Karin Loré; Colin O Wu; Robert E Donahue; Irvin S Y Chen; Irving Weissman; Cynthia E Dunbar
Journal:  Cell Stem Cell       Date:  2014-04-03       Impact factor: 24.633

8.  Single-cell, locus-specific bisulfite sequencing (SLBS) for direct detection of epimutations in DNA methylation patterns.

Authors:  Silvia Gravina; Shireen Ganapathi; Jan Vijg
Journal:  Nucleic Acids Res       Date:  2015-04-19       Impact factor: 16.971

9.  Single-cell RNA sequencing reveals molecular and functional platelet bias of aged haematopoietic stem cells.

Authors:  Amit Grover; Alejandra Sanjuan-Pla; Supat Thongjuea; Joana Carrelha; Alice Giustacchini; Adriana Gambardella; Iain Macaulay; Elena Mancini; Tiago C Luis; Adam Mead; Sten Eirik W Jacobsen; Claus Nerlov
Journal:  Nat Commun       Date:  2016-03-24       Impact factor: 14.919

Review 10.  Single-cell technologies are revolutionizing the approach to rare cells.

Authors:  Valentina Proserpio; Tapio Lönnberg
Journal:  Immunol Cell Biol       Date:  2015-12-01       Impact factor: 5.126

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  352 in total

1.  Human bone marrow assessment by single-cell RNA sequencing, mass cytometry, and flow cytometry.

Authors:  Karolyn A Oetjen; Katherine E Lindblad; Meghali Goswami; Gege Gui; Pradeep K Dagur; Catherine Lai; Laura W Dillon; J Philip McCoy; Christopher S Hourigan
Journal:  JCI Insight       Date:  2018-12-06

2.  SITC cancer immunotherapy resource document: a compass in the land of biomarker discovery.

Authors:  Siwen Hu-Lieskovan; Srabani Bhaumik; Kavita Dhodapkar; Jean-Charles J B Grivel; Sumati Gupta; Brent A Hanks; Sylvia Janetzki; Thomas O Kleen; Yoshinobu Koguchi; Amanda W Lund; Cristina Maccalli; Yolanda D Mahnke; Ruslan D Novosiadly; Senthamil R Selvan; Tasha Sims; Yingdong Zhao; Holden T Maecker
Journal:  J Immunother Cancer       Date:  2020-12       Impact factor: 13.751

3.  CCL5 mediates CD40-driven CD4+ T cell tumor infiltration and immunity.

Authors:  Austin P Huffman; Jeffrey H Lin; Samuel I Kim; Katelyn T Byrne; Robert H Vonderheide
Journal:  JCI Insight       Date:  2020-05-21

Review 4.  The Pediatric Cell Atlas: Defining the Growth Phase of Human Development at Single-Cell Resolution.

Authors:  Deanne M Taylor; Bruce J Aronow; Kai Tan; Kathrin Bernt; Nathan Salomonis; Casey S Greene; Alina Frolova; Sarah E Henrickson; Andrew Wells; Liming Pei; Jyoti K Jaiswal; Jeffrey Whitsett; Kathryn E Hamilton; Sonya A MacParland; Judith Kelsen; Robert O Heuckeroth; S Steven Potter; Laura A Vella; Natalie A Terry; Louis R Ghanem; Benjamin C Kennedy; Ingo Helbig; Kathleen E Sullivan; Leslie Castelo-Soccio; Arnold Kreigstein; Florian Herse; Martijn C Nawijn; Gerard H Koppelman; Melissa Haendel; Nomi L Harris; Jo Lynne Rokita; Yuanchao Zhang; Aviv Regev; Orit Rozenblatt-Rosen; Jennifer E Rood; Timothy L Tickle; Roser Vento-Tormo; Saif Alimohamed; Monkol Lek; Jessica C Mar; Kathleen M Loomes; David M Barrett; Prech Uapinyoying; Alan H Beggs; Pankaj B Agrawal; Yi-Wen Chen; Amanda B Muir; Lana X Garmire; Scott B Snapper; Javad Nazarian; Steven H Seeholzer; Hossein Fazelinia; Larry N Singh; Robert B Faryabi; Pichai Raman; Noor Dawany; Hongbo Michael Xie; Batsal Devkota; Sharon J Diskin; Stewart A Anderson; Eric F Rappaport; William Peranteau; Kathryn A Wikenheiser-Brokamp; Sarah Teichmann; Douglas Wallace; Tao Peng; Yang-Yang Ding; Man S Kim; Yi Xing; Sek Won Kong; Carsten G Bönnemann; Kenneth D Mandl; Peter S White
Journal:  Dev Cell       Date:  2019-03-28       Impact factor: 12.270

5.  Unsupervised capture and profiling of rare immune cells using multi-directional magnetic ratcheting.

Authors:  Coleman Murray; Hiromi Miwa; Manjima Dhar; Da Eun Park; Edward Pao; Jessica Martinez; Sireesha Kaanumale; Evelina Loghin; John Graf; Khadir Raddassi; William W Kwok; David Hafler; Chris Puleo; Dino Di Carlo
Journal:  Lab Chip       Date:  2018-08-07       Impact factor: 6.799

6.  An Activity-Guided Map of Electrophile-Cysteine Interactions in Primary Human T Cells.

Authors:  Ekaterina V Vinogradova; Xiaoyu Zhang; David Remillard; Daniel C Lazar; Radu M Suciu; Yujia Wang; Giulia Bianco; Yu Yamashita; Vincent M Crowley; Michael A Schafroth; Minoru Yokoyama; David B Konrad; Kenneth M Lum; Gabriel M Simon; Esther K Kemper; Michael R Lazear; Sifei Yin; Megan M Blewett; Melissa M Dix; Nhan Nguyen; Maxim N Shokhirev; Emily N Chin; Luke L Lairson; Bruno Melillo; Stuart L Schreiber; Stefano Forli; John R Teijaro; Benjamin F Cravatt
Journal:  Cell       Date:  2020-07-29       Impact factor: 41.582

7.  Developmental Heterogeneity of Microglia and Brain Myeloid Cells Revealed by Deep Single-Cell RNA Sequencing.

Authors:  Qingyun Li; Zuolin Cheng; Lu Zhou; Spyros Darmanis; Norma F Neff; Jennifer Okamoto; Gunsagar Gulati; Mariko L Bennett; Lu O Sun; Laura E Clarke; Julia Marschallinger; Guoqiang Yu; Stephen R Quake; Tony Wyss-Coray; Ben A Barres
Journal:  Neuron       Date:  2018-12-31       Impact factor: 17.173

8.  Resident Breast T Cells: The Troops Are Already There.

Authors:  Aislyn Schalck; Chantale Bernatchez; Nicholas Navin
Journal:  Trends Mol Med       Date:  2018-08-01       Impact factor: 11.951

Review 9.  Animal Models for the Study of Nucleic Acid Immunity: Novel Tools and New Perspectives.

Authors:  Isabelle K Vila; Maxence Fretaud; Dimitrios Vlachakis; Nadine Laguette; Christelle Langevin
Journal:  J Mol Biol       Date:  2020-08-26       Impact factor: 5.469

Review 10.  Revolutionizing Cancer Immunology: The Power of Next-Generation Sequencing Technologies.

Authors:  Meromit Singer; Ana C Anderson
Journal:  Cancer Immunol Res       Date:  2019-02       Impact factor: 11.151

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