Identification of unique transcriptomic signatures and key genes through RNA sequencing and integrated WGCNA and PPI network analysis in HIV infected lung cancer

With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence of lung cancer in HIV‐infected patients is increasing and has become a major problem threatening the survival of AIDS patients. The aim of thi...

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Published inCancer medicine (Malden, MA) Vol. 12; no. 1; pp. 949 - 960
Main Authors Wu, Liwei, Chen, Yongfang, Wan, Laiyi, Wen, Zilu, Liu, Rong, Li, Leilei, Song, Yanzheng, Wang, Lin
Format Journal Article
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Published United States John Wiley & Sons, Inc 01.01.2023
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Abstract With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence of lung cancer in HIV‐infected patients is increasing and has become a major problem threatening the survival of AIDS patients. The aim of this study is to use Weighted Gene Co‐expression Network Analysis (WGCNA) and differential gene analysis to find possible key genes involved in HIV‐infected lung cancer. In this study, using lung tissue samples from five pairs of HIV‐infected lung cancer patients, second‐generation sequencing was performed and transcriptomic data were obtained. A total of 132 HIV‐infected lung cancer‐related genes were screened out by WGCNA and differential gene expression analysis methods. Based on gene annotation analysis, these genes were mainly enriched in mitosis‐related functions and pathways. In addition, in protein–protein interaction (PPI) analysis, a total of 39 hub genes were identified. Among them, five genes (ASPM, CDCA8, CENPF, CEP55, and PLK1) were present in both three hub gene lists (intersection gene, DEGs, and WCGNA module) suggesting that these five genes may become key genes involved in HIV‐infected lung cancer. 1. This study reveals a unique transcriptomic profile of HIV‐infected lung cancer patients. 2.This study could point the way to studying the pathogenesis of lung cancer in HIV infection.
AbstractList With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence of lung cancer in HIV-infected patients is increasing and has become a major problem threatening the survival of AIDS patients. The aim of this study is to use Weighted Gene Co-expression Network Analysis (WGCNA) and differential gene analysis to find possible key genes involved in HIV-infected lung cancer. In this study, using lung tissue samples from five pairs of HIV-infected lung cancer patients, second-generation sequencing was performed and transcriptomic data were obtained. A total of 132 HIV-infected lung cancer-related genes were screened out by WGCNA and differential gene expression analysis methods. Based on gene annotation analysis, these genes were mainly enriched in mitosis-related functions and pathways. In addition, in protein-protein interaction (PPI) analysis, a total of 39 hub genes were identified. Among them, five genes (ASPM, CDCA8, CENPF, CEP55, and PLK1) were present in both three hub gene lists (intersection gene, DEGs, and WCGNA module) suggesting that these five genes may become key genes involved in HIV-infected lung cancer.
With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence of lung cancer in HIV‐infected patients is increasing and has become a major problem threatening the survival of AIDS patients. The aim of this study is to use Weighted Gene Co‐expression Network Analysis (WGCNA) and differential gene analysis to find possible key genes involved in HIV‐infected lung cancer. In this study, using lung tissue samples from five pairs of HIV‐infected lung cancer patients, second‐generation sequencing was performed and transcriptomic data were obtained. A total of 132 HIV‐infected lung cancer‐related genes were screened out by WGCNA and differential gene expression analysis methods. Based on gene annotation analysis, these genes were mainly enriched in mitosis‐related functions and pathways. In addition, in protein–protein interaction (PPI) analysis, a total of 39 hub genes were identified. Among them, five genes (ASPM, CDCA8, CENPF, CEP55, and PLK1) were present in both three hub gene lists (intersection gene, DEGs, and WCGNA module) suggesting that these five genes may become key genes involved in HIV‐infected lung cancer. 1. This study reveals a unique transcriptomic profile of HIV‐infected lung cancer patients. 2.This study could point the way to studying the pathogenesis of lung cancer in HIV infection.
Abstract With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence of lung cancer in HIV‐infected patients is increasing and has become a major problem threatening the survival of AIDS patients. The aim of this study is to use Weighted Gene Co‐expression Network Analysis (WGCNA) and differential gene analysis to find possible key genes involved in HIV‐infected lung cancer. In this study, using lung tissue samples from five pairs of HIV‐infected lung cancer patients, second‐generation sequencing was performed and transcriptomic data were obtained. A total of 132 HIV‐infected lung cancer‐related genes were screened out by WGCNA and differential gene expression analysis methods. Based on gene annotation analysis, these genes were mainly enriched in mitosis‐related functions and pathways. In addition, in protein–protein interaction (PPI) analysis, a total of 39 hub genes were identified. Among them, five genes (ASPM, CDCA8, CENPF, CEP55, and PLK1) were present in both three hub gene lists (intersection gene, DEGs, and WCGNA module) suggesting that these five genes may become key genes involved in HIV‐infected lung cancer.
Author Wan, Laiyi
Song, Yanzheng
Wu, Liwei
Wen, Zilu
Liu, Rong
Li, Leilei
Wang, Lin
Chen, Yongfang
AuthorAffiliation 2 Department of Pharmacy Shanghai Public Health Clinical Center Shanghai China
1 Department of Thoracic Surgery Shanghai Public Health Clinical Center, Fudan University Shanghai Shanghai China
4 TB Center Shanghai Emerging and Re‐emerging Infectious Disease Institute, Fudan University Shanghai China
3 Department of Scientific Research Shanghai Public Health Clinical Center, Fudan University Shanghai China
AuthorAffiliation_xml – name: 2 Department of Pharmacy Shanghai Public Health Clinical Center Shanghai China
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Issue 1
Keywords PPI
hub gene
HIV infected lung cancer
WCGNA
differential gene analysis
Language English
License Attribution
2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.
This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
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Notes Liwei Wu, Yongfang Chen, and Laiyi Wan contributed equally to this work.
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Snippet With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the incidence...
Abstract With the widespread use of highly active antiretroviral therapy (HARRT), the survival time of AIDS patients has been greatly extended. However, the...
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SubjectTerms Acquired immune deficiency syndrome
Acquired Immunodeficiency Syndrome
AIDS
Biomarkers
Cancer therapies
Cell Cycle Proteins - genetics
differential gene analysis
Gene expression
Gene Expression Profiling
Gene Regulatory Networks
Genotype & phenotype
Highly active antiretroviral therapy
HIV
HIV infected lung cancer
hub gene
Human immunodeficiency virus
Humans
Lung cancer
Lung Neoplasms - genetics
Mitosis
Ontology
Patients
Polo-like kinase 1
PPI
Proteins
Public health
Sequence Analysis, RNA
Survival
Transcriptome
Transcriptomics
WCGNA
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Title Identification of unique transcriptomic signatures and key genes through RNA sequencing and integrated WGCNA and PPI network analysis in HIV infected lung cancer
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fcam4.4853
https://www.ncbi.nlm.nih.gov/pubmed/35608130
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Volume 12
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