Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma

ObjectiveTo investigate the role of ferroptosis, an iron-dependent form of non-apoptotic cell death, in the head and neck squamous cell carcinoma (HNSCC) immune microenvironment.Materials and MethodsA list of ferroptosis-related genes was obtained from the FerrDb database. Gene expression data were...

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Main Authors: Zhang-Wei Hu, Yi-Hui Wen, Ren-Qiang Ma, Lin Chen, Xue-Lan Zeng, Wei-Ping Wen, Wei Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Cell and Developmental Biology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcell.2021.727762/full
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spelling doaj-291266bd5eb84adfbe10e6775f899cce2021-09-03T16:37:21ZengFrontiers Media S.A.Frontiers in Cell and Developmental Biology2296-634X2021-08-01910.3389/fcell.2021.727762727762Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell CarcinomaZhang-Wei Hu0Zhang-Wei Hu1Yi-Hui Wen2Yi-Hui Wen3Ren-Qiang Ma4Ren-Qiang Ma5Lin Chen6Lin Chen7Xue-Lan Zeng8Xue-Lan Zeng9Wei-Ping Wen10Wei-Ping Wen11Wei-Ping Wen12Wei Sun13Wei Sun14Department of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, ChinaDepartment of Otolaryngology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, ChinaOtorhinolaryngology Institute, Sun Yat-sen University, Guangzhou, ChinaObjectiveTo investigate the role of ferroptosis, an iron-dependent form of non-apoptotic cell death, in the head and neck squamous cell carcinoma (HNSCC) immune microenvironment.Materials and MethodsA list of ferroptosis-related genes was obtained from the FerrDb database. Gene expression data were acquired from the cancer genome atlas (TCGA) and analyzed using the R language. Protein–protein interaction analysis was conducted using STRING and GeneMANIA. The correlations between gene expression levels and a patient’s survival were analyzed using GEPIA, the Kaplan–Meier estimate, and a multivariate Cox proportional hazards model. The expression results were verified using Oncomine and Human Protein Atlas data. We used the TIMER, GEPIA2, GEPIA2021, and TIMER2 databases to investigate the relationships between gene expression and infiltrating immune cells.ResultsAnalysis of differentially expressed genes (DEGs) identified nine each ferroptosis drivers and ferroptosis suppressors, among which four genes correlated with survival as follows: two drivers (SOCS1, CDKN2A) associated with better survival and two suppressors (FTH1, CAV1) associated with poorer survival. Multivariate Cox survival analysis identified SOCS1 and FTH1 as independent prognostic factors for HNSCC, and their higher expression levels were verified using Oncomine and HPA data. The results acquired using TIMER, GEPIA2, GEPIA2021, and TIMER2 data revealed that the driver SOCS1 and the suppressor FTH1 independently correlated with M1 and M2 macrophage infiltration.ConclusionsThe ferroptosis driver SOCS1 and suppressor FTH1 are independent prognostic factors and that correlate with M1 and M2 macrophage infiltration in HNSCC. Targeting ferroptosis-immunomodulation may serve as a strategy to enhance the activity of immunotherapy.https://www.frontiersin.org/articles/10.3389/fcell.2021.727762/fullferroptosissuppressor of cytokine signaling-1ferritin heavy chaintumor microenvironmentimmune therapy
collection DOAJ
language English
format Article
sources DOAJ
author Zhang-Wei Hu
Zhang-Wei Hu
Yi-Hui Wen
Yi-Hui Wen
Ren-Qiang Ma
Ren-Qiang Ma
Lin Chen
Lin Chen
Xue-Lan Zeng
Xue-Lan Zeng
Wei-Ping Wen
Wei-Ping Wen
Wei-Ping Wen
Wei Sun
Wei Sun
spellingShingle Zhang-Wei Hu
Zhang-Wei Hu
Yi-Hui Wen
Yi-Hui Wen
Ren-Qiang Ma
Ren-Qiang Ma
Lin Chen
Lin Chen
Xue-Lan Zeng
Xue-Lan Zeng
Wei-Ping Wen
Wei-Ping Wen
Wei-Ping Wen
Wei Sun
Wei Sun
Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
Frontiers in Cell and Developmental Biology
ferroptosis
suppressor of cytokine signaling-1
ferritin heavy chain
tumor microenvironment
immune therapy
author_facet Zhang-Wei Hu
Zhang-Wei Hu
Yi-Hui Wen
Yi-Hui Wen
Ren-Qiang Ma
Ren-Qiang Ma
Lin Chen
Lin Chen
Xue-Lan Zeng
Xue-Lan Zeng
Wei-Ping Wen
Wei-Ping Wen
Wei-Ping Wen
Wei Sun
Wei Sun
author_sort Zhang-Wei Hu
title Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
title_short Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
title_full Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
title_fullStr Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
title_full_unstemmed Ferroptosis Driver SOCS1 and Suppressor FTH1 Independently Correlate With M1 and M2 Macrophage Infiltration in Head and Neck Squamous Cell Carcinoma
title_sort ferroptosis driver socs1 and suppressor fth1 independently correlate with m1 and m2 macrophage infiltration in head and neck squamous cell carcinoma
publisher Frontiers Media S.A.
series Frontiers in Cell and Developmental Biology
issn 2296-634X
publishDate 2021-08-01
description ObjectiveTo investigate the role of ferroptosis, an iron-dependent form of non-apoptotic cell death, in the head and neck squamous cell carcinoma (HNSCC) immune microenvironment.Materials and MethodsA list of ferroptosis-related genes was obtained from the FerrDb database. Gene expression data were acquired from the cancer genome atlas (TCGA) and analyzed using the R language. Protein–protein interaction analysis was conducted using STRING and GeneMANIA. The correlations between gene expression levels and a patient’s survival were analyzed using GEPIA, the Kaplan–Meier estimate, and a multivariate Cox proportional hazards model. The expression results were verified using Oncomine and Human Protein Atlas data. We used the TIMER, GEPIA2, GEPIA2021, and TIMER2 databases to investigate the relationships between gene expression and infiltrating immune cells.ResultsAnalysis of differentially expressed genes (DEGs) identified nine each ferroptosis drivers and ferroptosis suppressors, among which four genes correlated with survival as follows: two drivers (SOCS1, CDKN2A) associated with better survival and two suppressors (FTH1, CAV1) associated with poorer survival. Multivariate Cox survival analysis identified SOCS1 and FTH1 as independent prognostic factors for HNSCC, and their higher expression levels were verified using Oncomine and HPA data. The results acquired using TIMER, GEPIA2, GEPIA2021, and TIMER2 data revealed that the driver SOCS1 and the suppressor FTH1 independently correlated with M1 and M2 macrophage infiltration.ConclusionsThe ferroptosis driver SOCS1 and suppressor FTH1 are independent prognostic factors and that correlate with M1 and M2 macrophage infiltration in HNSCC. Targeting ferroptosis-immunomodulation may serve as a strategy to enhance the activity of immunotherapy.
topic ferroptosis
suppressor of cytokine signaling-1
ferritin heavy chain
tumor microenvironment
immune therapy
url https://www.frontiersin.org/articles/10.3389/fcell.2021.727762/full
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