Transcriptomic Signatures in Colorectal Cancer Progression

被引:10
|
作者
Ershov, Pavel [1 ,3 ]
Poyarkov, Stanislav [1 ]
Konstantinova, Yulia [2 ]
Veselovsky, Egor [1 ]
Makarova, Anna [1 ]
机构
[1] Fed Med Biol Agcy, Dept Anal & Forecasting Med & Biol Hlth Risks, Fed State Budgetary Inst, Ctr Strateg Planning & Management Biomed Hlth Risk, Moscow, Russia
[2] Fed Med Biol Agcy, Oncol Dept, Fed Res & Clin Ctr Specialized Kinds Med Care & Me, Moscow, Russia
[3] Fed Med Biol Agcy, Dept Anal & Forecasting Med & Biol Hlth Risks, Fed State Budgetary Inst, Ctr Strateg Planning & Management Biomed Hlth Risk, Pogodinskaya 10 Bldg 1, Moscow 119121, Russia
关键词
Transcriptomics; hub-genes; colorectal cancer; networks; differential expression; prognostic value; protein-protein interactions; COLON-CANCER; HUB GENES; METASTASIS; MICROARRAY; OVEREXPRESSION; IDENTIFICATION; PROGNOSIS; APOPTOSIS; PATHWAYS; GROWTH;
D O I
10.2174/1566524022666220427102048
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Aims: Due to a large number of identified hub-genes encoding key molecular regulators, which are involved in signal transduction and metabolic pathways in cancers, it is relevant to systemize and update these findings. Background: Colorectal cancer (CRC) is the third leading cause of cancer death in the world, with high metastatic potential. Elucidating the pathogenic mechanisms and selection of novel biomarkers in CRC is of great clinical significance. Objective: This analytical review aims at the systematization of bioinformatics and experimental identification of hub-genes associated with CRC for a more consolidated understanding of common features in networks and pathways in CRC progression as well as hub-genes selection. Results: In total, 301 hub-genes were derived from 40 articles. The "core" consisted of 28 hub-genes (CCNB1, LPAR1, BGN, CXCL3, COL1A2, UBE2C, NMU, COL1A1, CXCL2, CXCL11, CDK1, TOP2A, AURKA, SST, CXCL5, MMP3, CCND1, TIMP1, CXCL8, CXCL1, CXCL12, MYC, CCNA2, GCG, GUCA2A, PAICS, PYY and THBS2) mentioned in not less than three articles and having clinical significance in cancer-associated pathways. Of them, there were two discrete clusters enriched in chemokine signaling and cell cycle regulatory genes. High expression levels of BGN and TIMP1 and low expression levels of CCNB1, CXCL3, CXCL2, CXCL2 and PAICS were associated with unfavorable overall survival of patients with CRC. Differently expressed genes such as LPAR1, SST, CXCL12, GUCA2A, and PYY were shown as down regulated, whereas BGN, CXCL3, UBE2C, NMU, CXCL11, CDK1, TOP2A, AURKA, MMP3, CCND1, CXCL1, MYC, CCNA2, PAICS were up regulated genes in CRC. It was also found that MMP3, THBS2, TIMP1 and CXCL12 genes were associated with metastatic CRC. Network analysis in ONCO.IO showed that upstream master regulators RELA, STAT3, SOX2, FOXM1, SMAD3 and NF-kB were connected with "core" hub-genes. Conclusion: Results obtained are of useful fundamental information on revealing the mechanism of pathogenicity, cellular target selection for optimization of therapeutic interventions, as well as transcriptomics prognostic and predictive biomarkers development.
引用
收藏
页码:239 / 249
页数:11
相关论文
共 50 条
  • [1] Transcriptomic signatures in breast cancer
    Fu, Jianjiang
    Jeffrey, Stefanie S.
    [J]. MOLECULAR BIOSYSTEMS, 2007, 3 (07) : 466 - 472
  • [2] Exploring the Role of Galanin in Colorectal Cancer Progression: An Immunohistochemical and Transcriptomic Study
    Talaat, Iman M.
    Saber-Ayad, Maha
    Yakout, Nada M.
    Soliman, Ahmed S. A.
    Ventakhalam, Thenmozhi
    Vinod, Arya
    Hareedy, Amal
    Kandil, Alaa
    Abdel-Rahman, Wael M.
    Hamoudi, Rifat
    [J]. AMERICAN JOURNAL OF PATHOLOGY, 2020, 190 (12): : S2 - S3
  • [3] Multiple Signatures of the JC Polyomavirus in Paired Normal and Altered Colorectal Mucosa Indicate a Link with Human Colorectal Cancer, but Not with Cancer Progression
    Uleri, Elena
    Piu, Claudia
    Caocci, Maurizio
    Ibba, Gabriele
    Sanges, Francesca
    Pira, Giovanna
    Murgia, Luciano
    Barmina, Michele
    Giannecchini, Simone
    Porcu, Alberto
    Serra, Caterina
    Scanu, Antonio M.
    De Miglio, Maria R.
    Dolei, Antonina
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (23)
  • [4] METABOLISM AND IMMUNE-RELATED TRANSCRIPTOMIC SIGNATURES IN A MOUSE MODEL OF OBESITY-ASSOCIATED COLORECTAL CANCER
    Glenny, Elaine M.
    Mirminachi, Babak
    McFarlane, Tori
    Hursting, Stephen D.
    Roper, Jatin
    [J]. GASTROENTEROLOGY, 2023, 164 (06) : S932 - S932
  • [5] Transcriptomic Signatures of MSI-High Metastatic Colorectal Cancer Predict Efficacy of Immune Checkpoint Inhibitors
    Gallois, Claire
    Landi, Matteo
    Taieb, Julien
    Sroussi, Marine
    Saberzadeh-Ardestani, Bahar
    Cazelles, Antoine
    Lonardi, Sara
    Bergamo, Francesca
    Intini, Rossana
    Maddalena, Giulia
    Pietrantonio, Filippo
    Corti, Francesca
    Ambrosini, Margherita
    Martinetti, Antonia
    Germani, Marco Maria
    Boccaccio, Chiara
    Vetere, Guglielmo
    Mouillet-Richard, Sophie
    de Reynies, Aurelien
    Sinicrope, Frank A.
    Cremolini, Chiara
    Laurent-Puig, Pierre
    [J]. CLINICAL CANCER RESEARCH, 2023, 29 (18) : 3771 - 3778
  • [6] Microbial signatures of colorectal cancer
    Koch, Linda
    [J]. NATURE REVIEWS GENETICS, 2019, 20 (06) : 318 - 319
  • [7] Microbial signatures of colorectal cancer
    Linda Koch
    [J]. Nature Reviews Genetics, 2019, 20 : 318 - 319
  • [8] Transcriptomic signatures of MSI-high metastatic colorectal cancer to predict efficacy of immune checkpoint inhibitors
    Gallois, Claire
    Landi, Matteo
    Taieb, Julien
    Lonardi, Sara
    Bergamo, Francesca
    Intini, Rossana
    Maddalena, Giulia
    Pietrantonio, Filippo
    Corti, Francesca
    Ambrosini, Margherita
    Martinetti, Antonia
    Germani, Marco Maria
    Boccaccio, Chiara
    Vetere, Guglielmo
    Mouillet-Richard, Sophie
    de Reynies, Aurelien
    Puig, Pierre Laurent
    Cremolini, Chiara
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2023, 41 (16)
  • [9] Transcriptomic Signatures of Progression to Tuberculosis Disease Among Close Contacts in Brazil
    Mendelsohn, Simon C.
    Andrade, Bruno B.
    Mbandi, Stanley Kimbung
    Andrade, Alice M. S.
    Muwanga, Vanessa M.
    Figueiredo, Marina C.
    Erasmus, Mzwandile
    Rolla, Valeria C.
    Thami, Prisca K.
    Cordeiro-Santos, Marcelo
    Penn-Nicholson, Adam
    Kritski, Afranio L.
    Hatherill, Mark
    Sterling, Timothy R.
    Scriba, Thomas J.
    [J]. JOURNAL OF INFECTIOUS DISEASES, 2024,
  • [10] Transcriptomic analysis of tetraspanins in colorectal cancer
    Suwatthanarak, Thanawat
    Tanjak, Pariyada
    Chaiboonchoe, Amphun
    Acharayothin, Onchira
    Thanormjit, Kullanist
    Suwatthanarak, Tharathorn
    Tangkullayanone, Watsaphon
    Pithukpakorn, Manop
    Chinswangwatanakul, Vitoon
    [J]. CANCER RESEARCH, 2023, 83 (07)