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Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis
Single-cell RNA sequencing (scRNA-seq) has been tremendously developed in the past decade owing to overcoming challenges associated with isolation of massive quantities of single cells. Previously, cell heterogeneity and low quantities of available biological material posed significant difficulties...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292934/ https://www.ncbi.nlm.nih.gov/pubmed/30581771 http://dx.doi.org/10.3389/fonc.2018.00582 |
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author | Huang, Xiang-tao Li, Xi Qin, Pei-zhong Zhu, Yao Xu, Shuang-nian Chen, Jie-ping |
author_facet | Huang, Xiang-tao Li, Xi Qin, Pei-zhong Zhu, Yao Xu, Shuang-nian Chen, Jie-ping |
author_sort | Huang, Xiang-tao |
collection | PubMed |
description | Single-cell RNA sequencing (scRNA-seq) has been tremendously developed in the past decade owing to overcoming challenges associated with isolation of massive quantities of single cells. Previously, cell heterogeneity and low quantities of available biological material posed significant difficulties to scRNA-seq. Cell-to-cell variation and heterogeneity are fundamental and intrinsic characteristics of normal and malignant hematopoietic cells; this heterogeneity has often been ignored in omics studies. The application of scRNA-seq has profoundly changed our comprehension of many biological phenomena, including organ development and carcinogenesis. Hematopoiesis, is actually a maturation process for more than ten distinct blood and immune cells, and is thought to be critically involved in hematological homeostasis and in sustaining the physiological functions. However, aberrant hematopoiesis directly leads to hematological malignancy, and a deeper understanding of malignant hematopoiesis will provide deeper insights into diagnosis and prognosis for patients with hematological malignancies. Here, we aim to review the recent technical progress and future prospects for scRNA-seq, as applied in physiological and malignant hematopoiesis, in efforts to further understand the hematopoietic hierarchy and to illuminate personalized therapy and precision medicine approaches used in the clinical treatment of hematological malignancies. |
format | Online Article Text |
id | pubmed-6292934 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62929342018-12-21 Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis Huang, Xiang-tao Li, Xi Qin, Pei-zhong Zhu, Yao Xu, Shuang-nian Chen, Jie-ping Front Oncol Oncology Single-cell RNA sequencing (scRNA-seq) has been tremendously developed in the past decade owing to overcoming challenges associated with isolation of massive quantities of single cells. Previously, cell heterogeneity and low quantities of available biological material posed significant difficulties to scRNA-seq. Cell-to-cell variation and heterogeneity are fundamental and intrinsic characteristics of normal and malignant hematopoietic cells; this heterogeneity has often been ignored in omics studies. The application of scRNA-seq has profoundly changed our comprehension of many biological phenomena, including organ development and carcinogenesis. Hematopoiesis, is actually a maturation process for more than ten distinct blood and immune cells, and is thought to be critically involved in hematological homeostasis and in sustaining the physiological functions. However, aberrant hematopoiesis directly leads to hematological malignancy, and a deeper understanding of malignant hematopoiesis will provide deeper insights into diagnosis and prognosis for patients with hematological malignancies. Here, we aim to review the recent technical progress and future prospects for scRNA-seq, as applied in physiological and malignant hematopoiesis, in efforts to further understand the hematopoietic hierarchy and to illuminate personalized therapy and precision medicine approaches used in the clinical treatment of hematological malignancies. Frontiers Media S.A. 2018-12-07 /pmc/articles/PMC6292934/ /pubmed/30581771 http://dx.doi.org/10.3389/fonc.2018.00582 Text en Copyright © 2018 Huang, Li, Qin, Zhu, Xu and Chen. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Huang, Xiang-tao Li, Xi Qin, Pei-zhong Zhu, Yao Xu, Shuang-nian Chen, Jie-ping Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title | Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title_full | Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title_fullStr | Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title_full_unstemmed | Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title_short | Technical Advances in Single-Cell RNA Sequencing and Applications in Normal and Malignant Hematopoiesis |
title_sort | technical advances in single-cell rna sequencing and applications in normal and malignant hematopoiesis |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292934/ https://www.ncbi.nlm.nih.gov/pubmed/30581771 http://dx.doi.org/10.3389/fonc.2018.00582 |
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