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Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis

Ectopically expressed olfactory receptors (ORs) have been linked with multiple clinically-relevant physiological processes. Previously used tissue-level expression estimation largely shadowed the potential role of ORs due to their overall low expression levels. Even after the introduction of the sin...

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Autores principales: Kalra, Siddhant, Mittal, Aayushi, Gupta, Krishan, Singhal, Vrinda, Gupta, Anku, Mishra, Tripti, Naidu, Srivatsava, Sengupta, Debarka, Ahuja, Gaurav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486295/
https://www.ncbi.nlm.nih.gov/pubmed/32917933
http://dx.doi.org/10.1038/s42003-020-01232-5
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author Kalra, Siddhant
Mittal, Aayushi
Gupta, Krishan
Singhal, Vrinda
Gupta, Anku
Mishra, Tripti
Naidu, Srivatsava
Sengupta, Debarka
Ahuja, Gaurav
author_facet Kalra, Siddhant
Mittal, Aayushi
Gupta, Krishan
Singhal, Vrinda
Gupta, Anku
Mishra, Tripti
Naidu, Srivatsava
Sengupta, Debarka
Ahuja, Gaurav
author_sort Kalra, Siddhant
collection PubMed
description Ectopically expressed olfactory receptors (ORs) have been linked with multiple clinically-relevant physiological processes. Previously used tissue-level expression estimation largely shadowed the potential role of ORs due to their overall low expression levels. Even after the introduction of the single-cell transcriptomics, a comprehensive delineation of expression dynamics of ORs in tumors remained unexplored. Our targeted investigation into single malignant cells revealed a complex landscape of combinatorial OR expression events. We observed differentiation-dependent decline in expressed OR counts per cell as well as their expression intensities in malignant cells. Further, we constructed expression signatures based on a large spectrum of ORs and tracked their enrichment in bulk expression profiles of tumor samples from The Cancer Genome Atlas (TCGA). TCGA tumor samples stratified based on OR-centric signatures exhibited divergent survival probabilities. In summary, our comprehensive analysis positions ORs at the cross-road of tumor cell differentiation status and cancer prognosis.
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spelling pubmed-74862952020-09-21 Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis Kalra, Siddhant Mittal, Aayushi Gupta, Krishan Singhal, Vrinda Gupta, Anku Mishra, Tripti Naidu, Srivatsava Sengupta, Debarka Ahuja, Gaurav Commun Biol Article Ectopically expressed olfactory receptors (ORs) have been linked with multiple clinically-relevant physiological processes. Previously used tissue-level expression estimation largely shadowed the potential role of ORs due to their overall low expression levels. Even after the introduction of the single-cell transcriptomics, a comprehensive delineation of expression dynamics of ORs in tumors remained unexplored. Our targeted investigation into single malignant cells revealed a complex landscape of combinatorial OR expression events. We observed differentiation-dependent decline in expressed OR counts per cell as well as their expression intensities in malignant cells. Further, we constructed expression signatures based on a large spectrum of ORs and tracked their enrichment in bulk expression profiles of tumor samples from The Cancer Genome Atlas (TCGA). TCGA tumor samples stratified based on OR-centric signatures exhibited divergent survival probabilities. In summary, our comprehensive analysis positions ORs at the cross-road of tumor cell differentiation status and cancer prognosis. Nature Publishing Group UK 2020-09-11 /pmc/articles/PMC7486295/ /pubmed/32917933 http://dx.doi.org/10.1038/s42003-020-01232-5 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kalra, Siddhant
Mittal, Aayushi
Gupta, Krishan
Singhal, Vrinda
Gupta, Anku
Mishra, Tripti
Naidu, Srivatsava
Sengupta, Debarka
Ahuja, Gaurav
Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title_full Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title_fullStr Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title_full_unstemmed Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title_short Analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
title_sort analysis of single-cell transcriptomes links enrichment of olfactory receptors with cancer cell differentiation status and prognosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7486295/
https://www.ncbi.nlm.nih.gov/pubmed/32917933
http://dx.doi.org/10.1038/s42003-020-01232-5
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