Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma

Pheochromocytoma (PCC) is a rare neuroendocrine tumor of the adrenal gland with a high rate of mortality if diagnosed at a late stage. Common symptoms of pheochromocytoma include headache, anxiety, palpitation, and diaphoresis. Different treatments are under observation for PCC but there is still no...

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Main Authors: Umair Ali Khan Saddozai, Fengling Wang, Muhammad Usman Akbar, Lu Zhang, Yang An, Wan Zhu, Longxiang Xie, Yongqiang Li, Xinying Ji, Xiangqian Guo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Endocrinology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2021.605797/full
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spelling doaj-60a237c80a5d4c84922a41ff8809db532021-06-21T10:49:14ZengFrontiers Media S.A.Frontiers in Endocrinology1664-23922021-06-011210.3389/fendo.2021.605797605797Identification of Clinical Relevant Molecular Subtypes of PheochromocytomaUmair Ali Khan Saddozai0Fengling Wang1Muhammad Usman Akbar2Lu Zhang3Yang An4Wan Zhu5Longxiang Xie6Yongqiang Li7Xinying Ji8Xiangqian Guo9Department of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaGomal Center of Biochemistry and Biotechnology, Gomal University, Dera Ismail Khan, PakistanDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Anesthesia, Stanford University, Stanford, CA, United StatesDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaDepartment of Preventive Medicine, Institute of Biomedical Informatics, Cell Signal Transduction Laboratory, Bioinformatics Center, School of Basic Medical Sciences, Henan University, Kaifeng, ChinaPheochromocytoma (PCC) is a rare neuroendocrine tumor of the adrenal gland with a high rate of mortality if diagnosed at a late stage. Common symptoms of pheochromocytoma include headache, anxiety, palpitation, and diaphoresis. Different treatments are under observation for PCC but there is still no effective treatment option. Recently, the gene expression profiling of various tumors has provided new subtype-specific options for targeted therapies. In this study, using data sets from TCGA and the GSE19422 cohorts, we identified two distinct PCC subtypes with distinct gene expression patterns. Genes enriched in Subtype I PCCs were involved in the dopaminergic synapse, nicotine addiction, and long-term depression pathways, while genes enriched in subtype II PCCs were involved in protein digestion and absorption, vascular smooth muscle contraction, and ECM receptor interaction pathways. We further identified subtype specific genes such as ALK, IGF1R, RET, and RSPO2 for subtype I and EGFR, ESR1, and SMO for subtype II, the overexpression of which led to cell invasion and tumorigenesis. These genes identified in the present research may serve as potential subtype-specific therapeutic targets to understand the underlying mechanisms of tumorigenesis. Our findings may further guide towards the development of targeted therapies and potential molecular biomarkers against PCC.https://www.frontiersin.org/articles/10.3389/fendo.2021.605797/fullpheochromocytomaprognosismolecular subtypemutationsubtype specific treatment
collection DOAJ
language English
format Article
sources DOAJ
author Umair Ali Khan Saddozai
Fengling Wang
Muhammad Usman Akbar
Lu Zhang
Yang An
Wan Zhu
Longxiang Xie
Yongqiang Li
Xinying Ji
Xiangqian Guo
spellingShingle Umair Ali Khan Saddozai
Fengling Wang
Muhammad Usman Akbar
Lu Zhang
Yang An
Wan Zhu
Longxiang Xie
Yongqiang Li
Xinying Ji
Xiangqian Guo
Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
Frontiers in Endocrinology
pheochromocytoma
prognosis
molecular subtype
mutation
subtype specific treatment
author_facet Umair Ali Khan Saddozai
Fengling Wang
Muhammad Usman Akbar
Lu Zhang
Yang An
Wan Zhu
Longxiang Xie
Yongqiang Li
Xinying Ji
Xiangqian Guo
author_sort Umair Ali Khan Saddozai
title Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
title_short Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
title_full Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
title_fullStr Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
title_full_unstemmed Identification of Clinical Relevant Molecular Subtypes of Pheochromocytoma
title_sort identification of clinical relevant molecular subtypes of pheochromocytoma
publisher Frontiers Media S.A.
series Frontiers in Endocrinology
issn 1664-2392
publishDate 2021-06-01
description Pheochromocytoma (PCC) is a rare neuroendocrine tumor of the adrenal gland with a high rate of mortality if diagnosed at a late stage. Common symptoms of pheochromocytoma include headache, anxiety, palpitation, and diaphoresis. Different treatments are under observation for PCC but there is still no effective treatment option. Recently, the gene expression profiling of various tumors has provided new subtype-specific options for targeted therapies. In this study, using data sets from TCGA and the GSE19422 cohorts, we identified two distinct PCC subtypes with distinct gene expression patterns. Genes enriched in Subtype I PCCs were involved in the dopaminergic synapse, nicotine addiction, and long-term depression pathways, while genes enriched in subtype II PCCs were involved in protein digestion and absorption, vascular smooth muscle contraction, and ECM receptor interaction pathways. We further identified subtype specific genes such as ALK, IGF1R, RET, and RSPO2 for subtype I and EGFR, ESR1, and SMO for subtype II, the overexpression of which led to cell invasion and tumorigenesis. These genes identified in the present research may serve as potential subtype-specific therapeutic targets to understand the underlying mechanisms of tumorigenesis. Our findings may further guide towards the development of targeted therapies and potential molecular biomarkers against PCC.
topic pheochromocytoma
prognosis
molecular subtype
mutation
subtype specific treatment
url https://www.frontiersin.org/articles/10.3389/fendo.2021.605797/full
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