Cargando…
Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy
Tumor occurrence, infiltration, and metastasis are significantly affected by the tumor microenvironment (TME). Increasing evidence has elucidated TME’s clinical significance in prognostic assessment and immunotherapy efficacy. Nonetheless, no studies have reported the potential pyroptosis-related ge...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610130/ https://www.ncbi.nlm.nih.gov/pubmed/34753832 http://dx.doi.org/10.18632/aging.203687 |
_version_ | 1784603044921475072 |
---|---|
author | Meng, Jinzhi Huang, Xing Qiu, Yue Zheng, Xifan Huang, Junpu Wen, Zhenpei Yao, Jun |
author_facet | Meng, Jinzhi Huang, Xing Qiu, Yue Zheng, Xifan Huang, Junpu Wen, Zhenpei Yao, Jun |
author_sort | Meng, Jinzhi |
collection | PubMed |
description | Tumor occurrence, infiltration, and metastasis are significantly affected by the tumor microenvironment (TME). Increasing evidence has elucidated TME’s clinical significance in prognostic assessment and immunotherapy efficacy. Nonetheless, no studies have reported the potential pyroptosis-related genes (PRGs) function in TME immune cell infiltration. In this study, we systematically analyzed different PRG modification patterns in 685 cutaneous melanoma (CM) cases. We comprehensively explored the relationship between these PRG modification patterns and TME cell infiltration characteristics. Then, we used principal component analysis to construct a pyroptosis scoring system to quantify the PRG modification patterns in each CM patient. Three different PRG modification patterns were identified. Pyroptosis score was confirmed as an independent prognostic factor for CM patients. High pyroptosis score was characterized by high immunophenscore and more lymphocytes infiltration, such as T, B, and NK cells - indicating a strong ability to monitor and clear tumors, which may be responsible for the advantageous survival. Three independent cohorts that received immunotherapy confirmed the significant therapeutic efficacy and clinical benefit in high pyroptosis scores patients. This study revealed that the PRG modification patterns have a crucial effect on the CM complex and diverse microenvironment. Pyroptosis scores might serve as credible predictors of immunotherapy response and prognostic assessment. This provides a new direction for personalized immunotherapy strategies and appropriate immunotherapy candidates screening. |
format | Online Article Text |
id | pubmed-8610130 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-86101302021-11-24 Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy Meng, Jinzhi Huang, Xing Qiu, Yue Zheng, Xifan Huang, Junpu Wen, Zhenpei Yao, Jun Aging (Albany NY) Research Paper Tumor occurrence, infiltration, and metastasis are significantly affected by the tumor microenvironment (TME). Increasing evidence has elucidated TME’s clinical significance in prognostic assessment and immunotherapy efficacy. Nonetheless, no studies have reported the potential pyroptosis-related genes (PRGs) function in TME immune cell infiltration. In this study, we systematically analyzed different PRG modification patterns in 685 cutaneous melanoma (CM) cases. We comprehensively explored the relationship between these PRG modification patterns and TME cell infiltration characteristics. Then, we used principal component analysis to construct a pyroptosis scoring system to quantify the PRG modification patterns in each CM patient. Three different PRG modification patterns were identified. Pyroptosis score was confirmed as an independent prognostic factor for CM patients. High pyroptosis score was characterized by high immunophenscore and more lymphocytes infiltration, such as T, B, and NK cells - indicating a strong ability to monitor and clear tumors, which may be responsible for the advantageous survival. Three independent cohorts that received immunotherapy confirmed the significant therapeutic efficacy and clinical benefit in high pyroptosis scores patients. This study revealed that the PRG modification patterns have a crucial effect on the CM complex and diverse microenvironment. Pyroptosis scores might serve as credible predictors of immunotherapy response and prognostic assessment. This provides a new direction for personalized immunotherapy strategies and appropriate immunotherapy candidates screening. Impact Journals 2021-11-09 /pmc/articles/PMC8610130/ /pubmed/34753832 http://dx.doi.org/10.18632/aging.203687 Text en Copyright: © 2021 Meng et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Meng, Jinzhi Huang, Xing Qiu, Yue Zheng, Xifan Huang, Junpu Wen, Zhenpei Yao, Jun Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title | Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title_full | Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title_fullStr | Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title_full_unstemmed | Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title_short | Pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
title_sort | pyroptosis-related gene mediated modification patterns and immune cell infiltration landscapes in cutaneous melanoma to aid immunotherapy |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8610130/ https://www.ncbi.nlm.nih.gov/pubmed/34753832 http://dx.doi.org/10.18632/aging.203687 |
work_keys_str_mv | AT mengjinzhi pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT huangxing pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT qiuyue pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT zhengxifan pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT huangjunpu pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT wenzhenpei pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy AT yaojun pyroptosisrelatedgenemediatedmodificationpatternsandimmunecellinfiltrationlandscapesincutaneousmelanomatoaidimmunotherapy |