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Review

Single-Cell RNA Sequencing with Spatial Transcriptomics of Cancer Tissues

1
Department of Mechanical and Industrial Engineering, College of Engineering, Qatar University, Doha 2713, Qatar
2
Biomedical Research Centre, Qatar University, Doha 2713, Qatar
3
Department of Biotechnology, Faculty of Natural and Applied Sciences, Mirpur University of Science and Technology, Mirpur 10250 AJK, Pakistan
4
Nick Holonyak Jr. Micro and Nanotechnology Laboratory, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA
5
College of Human Medicine, Michigan State University, Grand Rapids, MI 49503, USA
6
Department of Mechanical Engineering and Energy Processes, Southern Illinois University Carbondale, Carbondale, IL 62901, USA
7
Department of Pharmaceutical Sciences, College of Pharmacy, QU Health, Qatar University, Doha 2713, Qatar
8
Department of Agricultural and Biological Engineering, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA
9
Carle Illinois College of Medicine, University of Illinois at Urbana Champaign, Urbana, IL 61801, USA
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2022, 23(6), 3042; https://doi.org/10.3390/ijms23063042
Submission received: 11 December 2021 / Revised: 2 February 2022 / Accepted: 7 March 2022 / Published: 11 March 2022
(This article belongs to the Section Biochemistry)

Abstract

Single-cell RNA sequencing (RNA-seq) techniques can perform analysis of transcriptome at the single-cell level and possess an unprecedented potential for exploring signatures involved in tumor development and progression. These techniques can perform sequence analysis of transcripts with a better resolution that could increase understanding of the cellular diversity found in the tumor microenvironment and how the cells interact with each other in complex heterogeneous cancerous tissues. Identifying the changes occurring in the genome and transcriptome in the spatial context is considered to increase knowledge of molecular factors fueling cancers. It may help develop better monitoring strategies and innovative approaches for cancer treatment. Recently, there has been a growing trend in the integration of RNA-seq techniques with contemporary omics technologies to study the tumor microenvironment. There has been a realization that this area of research has a huge scope of application in translational research. This review article presents an overview of various types of single-cell RNA-seq techniques used currently for analysis of cancer tissues, their pros and cons in bulk profiling of transcriptome, and recent advances in the techniques in exploring heterogeneity of various types of cancer tissues. Furthermore, we have highlighted the integration of single-cell RNA-seq techniques with other omics technologies for analysis of transcriptome in their spatial context, which is considered to revolutionize the understanding of tumor microenvironment.
Keywords: intratumor heterogeneity; single-cell RNA sequencing techniques; spatial transcriptomics intratumor heterogeneity; single-cell RNA sequencing techniques; spatial transcriptomics
Graphical Abstract

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MDPI and ACS Style

Ahmed, R.; Zaman, T.; Chowdhury, F.; Mraiche, F.; Tariq, M.; Ahmad, I.S.; Hasan, A. Single-Cell RNA Sequencing with Spatial Transcriptomics of Cancer Tissues. Int. J. Mol. Sci. 2022, 23, 3042. https://doi.org/10.3390/ijms23063042

AMA Style

Ahmed R, Zaman T, Chowdhury F, Mraiche F, Tariq M, Ahmad IS, Hasan A. Single-Cell RNA Sequencing with Spatial Transcriptomics of Cancer Tissues. International Journal of Molecular Sciences. 2022; 23(6):3042. https://doi.org/10.3390/ijms23063042

Chicago/Turabian Style

Ahmed, Rashid, Tariq Zaman, Farhan Chowdhury, Fatima Mraiche, Muhammad Tariq, Irfan S. Ahmad, and Anwarul Hasan. 2022. "Single-Cell RNA Sequencing with Spatial Transcriptomics of Cancer Tissues" International Journal of Molecular Sciences 23, no. 6: 3042. https://doi.org/10.3390/ijms23063042

APA Style

Ahmed, R., Zaman, T., Chowdhury, F., Mraiche, F., Tariq, M., Ahmad, I. S., & Hasan, A. (2022). Single-Cell RNA Sequencing with Spatial Transcriptomics of Cancer Tissues. International Journal of Molecular Sciences, 23(6), 3042. https://doi.org/10.3390/ijms23063042

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