volume 41 issue 1 publication number 27

Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review

Joecelyn Kirani Tan 1
Wireko Andrew Awuah 2
Sakshi Roy 3
Tomas Ferreira 4
Arjun Ahluwalia 3
Saibaba Guggilapu 5
Mahnoor Javed 6
Muhammad Mikail Athif Zhafir Asyura 7
Favour Tope Adebusoye 2
Krishna Ramamoorthy 8
Emma Paoletti 9
Abdul-Rahman Toufik 2
Olha Prykhodko 2
Ovechkin Denys 2
Publication typeJournal Article
Publication date2023-12-21
scimago Q1
wos Q2
SJR0.916
CiteScore5.3
Impact factor3.5
ISSN13570560, 1559131X
Cancer Research
Oncology
General Medicine
Hematology
Abstract

Thyroid cancer, a prevalent form of endocrine malignancy, has witnessed a substantial increase in occurrence in recent decades. To gain a comprehensive understanding of thyroid cancer at the single-cell level, this narrative review evaluates the applications of single-cell RNA sequencing (scRNA-seq) in thyroid cancer research. ScRNA-seq has revolutionised the identification and characterisation of distinct cell subpopulations, cell-to-cell communications, and receptor interactions, revealing unprecedented heterogeneity and shedding light on novel biomarkers for therapeutic discovery. These findings aid in the construction of predictive models on disease prognosis and therapeutic efficacy. Altogether, scRNA-seq has deepened our understanding of the tumour microenvironment immunologic insights, informing future studies in the development of effective personalised treatment for patients. Challenges and limitations of scRNA-seq, such as technical biases, financial barriers, and ethical concerns, are discussed. Advancements in computational methods, the advent of artificial intelligence (AI), machine learning (ML), and deep learning (DL), and the importance of single-cell data sharing and collaborative efforts are highlighted. Future directions of scRNA-seq in thyroid cancer research include investigating intra-tumoral heterogeneity, integrating with other omics technologies, exploring the non-coding RNA landscape, and studying rare subtypes. Overall, scRNA-seq has transformed thyroid cancer research and holds immense potential for advancing personalised therapies and improving patient outcomes. Efforts to make this technology more accessible and cost-effective will be crucial to ensuring its widespread utilisation in healthcare.

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GOST Copy
Tan J. K. et al. Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review // Medical Oncology. 2023. Vol. 41. No. 1. 27
GOST all authors (up to 50) Copy
Tan J. K., Awuah W. A., Roy S., Ferreira T., Ahluwalia A., Guggilapu S., Javed M., Asyura M. M. A. Z., Adebusoye F. T., Ramamoorthy K., Paoletti E., Toufik A., Prykhodko O., Denys O. Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review // Medical Oncology. 2023. Vol. 41. No. 1. 27
RIS |
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RIS Copy
TY - JOUR
DO - 10.1007/s12032-023-02260-x
UR - https://doi.org/10.1007/s12032-023-02260-x
TI - Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review
T2 - Medical Oncology
AU - Tan, Joecelyn Kirani
AU - Awuah, Wireko Andrew
AU - Roy, Sakshi
AU - Ferreira, Tomas
AU - Ahluwalia, Arjun
AU - Guggilapu, Saibaba
AU - Javed, Mahnoor
AU - Asyura, Muhammad Mikail Athif Zhafir
AU - Adebusoye, Favour Tope
AU - Ramamoorthy, Krishna
AU - Paoletti, Emma
AU - Toufik, Abdul-Rahman
AU - Prykhodko, Olha
AU - Denys, Ovechkin
PY - 2023
DA - 2023/12/21
PB - Springer Nature
IS - 1
VL - 41
PMID - 38129369
SN - 1357-0560
SN - 1559-131X
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2023_Tan,
author = {Joecelyn Kirani Tan and Wireko Andrew Awuah and Sakshi Roy and Tomas Ferreira and Arjun Ahluwalia and Saibaba Guggilapu and Mahnoor Javed and Muhammad Mikail Athif Zhafir Asyura and Favour Tope Adebusoye and Krishna Ramamoorthy and Emma Paoletti and Abdul-Rahman Toufik and Olha Prykhodko and Ovechkin Denys},
title = {Exploring the advances of single-cell RNA sequencing in thyroid cancer: a narrative review},
journal = {Medical Oncology},
year = {2023},
volume = {41},
publisher = {Springer Nature},
month = {dec},
url = {https://doi.org/10.1007/s12032-023-02260-x},
number = {1},
pages = {27},
doi = {10.1007/s12032-023-02260-x}
}