Literature DB >> 34285968

High Dimensional Functionomic Analysis of Human Hematopoietic Stem and Progenitor Cells at a Single Cell Level.

Thomas Luh1, Kimberly Lucero1, Wenji Ma2, Jaeyop Lee1, Yu Jerry Zhou1, Yufeng Shen2, Kang Liu1.   

Abstract

The ability to conduct investigation of cellular transcription, signaling, and function at the single-cell level has opened opportunities to examine heterogeneous populations at unprecedented resolutions. Although methods have been developed to evaluate high-dimensional transcriptomic and proteomic data (relating to cellular mRNA and protein), there has not been a method to evaluate corresponding high-dimensional functionomic data (relating to cellular functions) from single cells. Here, we present a protocol to quantitatively measure the differentiation potentials of single human hematopoietic stem and progenitor cells, and then cluster the cells according to these measurements. High dimensional functionomic analysis of cell potential allows cell function to be linked to molecular mechanisms within the same progenitor population.
Copyright © 2018 The Authors; exclusive licensee Bio-protocol LLC.

Entities:  

Keywords:  CD34+ hematopoietic stem and progenitor cells ; Barnes-Hut t-SNE; Differentiation; Dimension reduction; Quantitative clonal output; Single cell culture

Year:  2018        PMID: 34285968      PMCID: PMC8275246          DOI: 10.21769/BioProtoc.2851

Source DB:  PubMed          Journal:  Bio Protoc        ISSN: 2331-8325


  7 in total

1.  Transcriptional Heterogeneity and Lineage Commitment in Myeloid Progenitors.

Authors:  Franziska Paul; Ya'ara Arkin; Amir Giladi; Diego Adhemar Jaitin; Ephraim Kenigsberg; Hadas Keren-Shaul; Deborah Winter; David Lara-Astiaso; Meital Gury; Assaf Weiner; Eyal David; Nadav Cohen; Felicia Kathrine Bratt Lauridsen; Simon Haas; Andreas Schlitzer; Alexander Mildner; Florent Ginhoux; Steffen Jung; Andreas Trumpp; Bo Torben Porse; Amos Tanay; Ido Amit
Journal:  Cell       Date:  2016-01-14       Impact factor: 41.582

2.  Mapping the human DC lineage through the integration of high-dimensional techniques.

Authors:  Peter See; Charles-Antoine Dutertre; Jinmiao Chen; Patrick Günther; Naomi McGovern; Sergio Erdal Irac; Merry Gunawan; Marc Beyer; Kristian Händler; Kaibo Duan; Hermi Rizal Bin Sumatoh; Nicolas Ruffin; Mabel Jouve; Ester Gea-Mallorquí; Raoul C M Hennekam; Tony Lim; Chan Chung Yip; Ming Wen; Benoit Malleret; Ivy Low; Nurhidaya Binte Shadan; Charlene Foong Shu Fen; Alicia Tay; Josephine Lum; Francesca Zolezzi; Anis Larbi; Michael Poidinger; Jerry K Y Chan; Qingfeng Chen; Laurent Rénia; Muzlifah Haniffa; Philippe Benaroch; Andreas Schlitzer; Joachim L Schultze; Evan W Newell; Florent Ginhoux
Journal:  Science       Date:  2017-05-04       Impact factor: 47.728

3.  Clonal analysis of human dendritic cell progenitor using a stromal cell culture.

Authors:  Jaeyop Lee; Gaëlle Breton; Arafat Aljoufi; Yu Jerry Zhou; Sarah Puhr; Michel C Nussenzweig; Kang Liu
Journal:  J Immunol Methods       Date:  2015-06-06       Impact factor: 2.303

4.  Data-Driven Phenotypic Dissection of AML Reveals Progenitor-like Cells that Correlate with Prognosis.

Authors:  Jacob H Levine; Erin F Simonds; Sean C Bendall; Kara L Davis; El-ad D Amir; Michelle D Tadmor; Oren Litvin; Harris G Fienberg; Astraea Jager; Eli R Zunder; Rachel Finck; Amanda L Gedman; Ina Radtke; James R Downing; Dana Pe'er; Garry P Nolan
Journal:  Cell       Date:  2015-06-18       Impact factor: 41.582

5.  viSNE enables visualization of high dimensional single-cell data and reveals phenotypic heterogeneity of leukemia.

Authors:  El-ad David Amir; Kara L Davis; Michelle D Tadmor; Erin F Simonds; Jacob H Levine; Sean C Bendall; Daniel K Shenfeld; Smita Krishnaswamy; Garry P Nolan; Dana Pe'er
Journal:  Nat Biotechnol       Date:  2013-05-19       Impact factor: 54.908

6.  Restricted dendritic cell and monocyte progenitors in human cord blood and bone marrow.

Authors:  Jaeyop Lee; Gaëlle Breton; Thiago Yukio Kikuchi Oliveira; Yu Jerry Zhou; Arafat Aljoufi; Sarah Puhr; Mark J Cameron; Rafick-Pierre Sékaly; Michel C Nussenzweig; Kang Liu
Journal:  J Exp Med       Date:  2015-02-16       Impact factor: 14.307

7.  Lineage specification of human dendritic cells is marked by IRF8 expression in hematopoietic stem cells and multipotent progenitors.

Authors:  Jaeyop Lee; Yu Jerry Zhou; Wenji Ma; Wanwei Zhang; Arafat Aljoufi; Thomas Luh; Kimberly Lucero; Deguang Liang; Matthew Thomsen; Govind Bhagat; Yufeng Shen; Kang Liu
Journal:  Nat Immunol       Date:  2017-06-26       Impact factor: 25.606

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.