Cargando…

Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response

Background: Increased studies on the basis of bulk RNA-sequencing (RNA-seq) data of cancer identify numbers of immune-related genes which may play potential regulatory roles in the tumor microenvironment (TME) without in-depth validation. Methods: In the current study, the immunological correlation...

Descripción completa

Detalles Bibliográficos
Autores principales: Lu, Guomin, Wang, Hui, Xu, Rui, Xu, Junying, An, Fangmei, Xu, Haoran, Nie, He, Mei, Jie, Zhan, Qiang, Zhang, Qinglin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583584/
https://www.ncbi.nlm.nih.gov/pubmed/37859818
http://dx.doi.org/10.7150/jca.86965
_version_ 1785122586691108864
author Lu, Guomin
Wang, Hui
Xu, Rui
Xu, Junying
An, Fangmei
Xu, Haoran
Nie, He
Mei, Jie
Zhan, Qiang
Zhang, Qinglin
author_facet Lu, Guomin
Wang, Hui
Xu, Rui
Xu, Junying
An, Fangmei
Xu, Haoran
Nie, He
Mei, Jie
Zhan, Qiang
Zhang, Qinglin
author_sort Lu, Guomin
collection PubMed
description Background: Increased studies on the basis of bulk RNA-sequencing (RNA-seq) data of cancer identify numbers of immune-related genes which may play potential regulatory roles in the tumor microenvironment (TME) without in-depth validation. Methods: In the current study, the immunological correlation and cell subpopulation expression pattern of FMNL1 were analyzed using public data. In addition, the cell subpopulation expression pattern of FMNL1 was also deeply validated using single-cell RNA-sequencing (scRNA-seq) and multiplexed quantitative immunofluorescence (mQIF). Results: Bulk FMNL1 mRNA was related to better prognosis in hepatocellular carcinoma (HCC) and was able to identify immuno-hot tumor in not only HCC but also multiple cancer types. Bulk FMNL1 mRNA also predicted the response to immunotherapy in multiple cancers. Further validation using scRNA-seq and mQIF revealed that FMNL1 was a biomarker for immune cells. Conclusions: FMNL1 is a biomarker for immune cells in not only hepatocellular carcinoma, but also multiple cancer types. Moreover, immune infiltration analysis using the bulk RNA-seq data would be further validated using scRNA-seq and/or mQIF to describe the cell subpopulation expression pattern in tumor tissues for more in-depth and appropriate understanding.
format Online
Article
Text
id pubmed-10583584
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-105835842023-10-19 Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response Lu, Guomin Wang, Hui Xu, Rui Xu, Junying An, Fangmei Xu, Haoran Nie, He Mei, Jie Zhan, Qiang Zhang, Qinglin J Cancer Research Paper Background: Increased studies on the basis of bulk RNA-sequencing (RNA-seq) data of cancer identify numbers of immune-related genes which may play potential regulatory roles in the tumor microenvironment (TME) without in-depth validation. Methods: In the current study, the immunological correlation and cell subpopulation expression pattern of FMNL1 were analyzed using public data. In addition, the cell subpopulation expression pattern of FMNL1 was also deeply validated using single-cell RNA-sequencing (scRNA-seq) and multiplexed quantitative immunofluorescence (mQIF). Results: Bulk FMNL1 mRNA was related to better prognosis in hepatocellular carcinoma (HCC) and was able to identify immuno-hot tumor in not only HCC but also multiple cancer types. Bulk FMNL1 mRNA also predicted the response to immunotherapy in multiple cancers. Further validation using scRNA-seq and mQIF revealed that FMNL1 was a biomarker for immune cells. Conclusions: FMNL1 is a biomarker for immune cells in not only hepatocellular carcinoma, but also multiple cancer types. Moreover, immune infiltration analysis using the bulk RNA-seq data would be further validated using scRNA-seq and/or mQIF to describe the cell subpopulation expression pattern in tumor tissues for more in-depth and appropriate understanding. Ivyspring International Publisher 2023-09-11 /pmc/articles/PMC10583584/ /pubmed/37859818 http://dx.doi.org/10.7150/jca.86965 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Lu, Guomin
Wang, Hui
Xu, Rui
Xu, Junying
An, Fangmei
Xu, Haoran
Nie, He
Mei, Jie
Zhan, Qiang
Zhang, Qinglin
Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title_full Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title_fullStr Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title_full_unstemmed Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title_short Formin protein FMNL1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
title_sort formin protein fmnl1 is a biomarker for tumor-infiltrating immune cells and associated with well immunotherapeutic response
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10583584/
https://www.ncbi.nlm.nih.gov/pubmed/37859818
http://dx.doi.org/10.7150/jca.86965
work_keys_str_mv AT luguomin forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT wanghui forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT xurui forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT xujunying forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT anfangmei forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT xuhaoran forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT niehe forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT meijie forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT zhanqiang forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse
AT zhangqinglin forminproteinfmnl1isabiomarkerfortumorinfiltratingimmunecellsandassociatedwithwellimmunotherapeuticresponse