Pakistan Science Abstracts
Article details & metrics
No Detail Found!!
The roles of FGFR, EGFR and AMP-activated protein kinase pathway in colorectal cancer stem cells derived spheroids: Implications in colorectal cancer treatment
Author(s):
1. Mahmood Rasool: Center of Excellence in Genomic Medicine Research, Faculty of Applied Medical Sciences, King Abdulaziz University,Jeddah,Saudi Arabia
2. Khalid I Alhassan: Department of Biological Science, King Abdulaziz University,Jeddah,Saudi Arabia
3. Sajjad Karim: Center of Excellence in Genomic Medicine Research, Faculty of Applied Medical Sciences, King Abdulaziz University,Jeddah,Saudi Arabia
4. Absarul Haque: King Fahd Medical Research Center, Faculty of Applied Medical Sciences, King Abdulaziz University,Jeddah,Saudi Arabia
5. Mohammed HZ Mutwakil: Department of Biological Science, King Abdulaziz University,Jeddah,Saudi Arabia
6. Mohammed Alharthi: Faculty of Medicine, King Abdulaziz University Hospital, King Abdulaziz University,Jeddah,Saudi Arabia
7. Adeel G Chaudhary: Center of Excellence in Genomic Medicine Research, Faculty of Applied Medical Sciences, King Abdulaziz University,Jeddah,Saudi Arabia
8. Peter Natesan Pushparaj: Center of Excellence in Genomic Medicine Research, Faculty of Applied Medical Sciences, King Abdulaziz University,Jeddah,Saudi Arabia
Abstract:
The aim of our research was to identify molecular targets that can be targeted by drugs and patient-specific models for personalized medicine for colorectal cancer (CRC). Here, we obtained high-throughput RNA sequencing data from Gene Expression Omnibus (GEO) with accession number GSE205787 and analyzed it using next-generation knowledge discovery tools such as BioJupies and Ingenuity Pathway Analysis (IPA) software. Differentially expressed genes (DEGs) were identified by comparing the raw counts from 47 CRC patient-derived spheroids (CRC-CSCs) with those from normal spheroids from the epithelium of the colon and rectum of healthy individuals, using BioJupies tools. IPA was used to identify differentially regulated canonical pathways, upstream regulators of CRC, non-directional networks, diseases, and biofunctions, as well as to conduct subsequent perturbation analysis using the Molecular Prediction Analysis (MAP) tool. Our study demonstrates that several KEGG pathways, including the AMPK, Phospholipase D, MAPK, and PI3-AKT signaling pathways, were significantly downregulated in the CRC-CSC group. Additionally, Wnt signaling and FGFR pathways were significantly upregulated. Moreover, according to Wikipathways, the EGF/EGFR signaling pathway, MAPK signaling pathway, G-protein signaling pathway, and Focal Adhesion-PI3-AKT pathway were downregulated in the CRC-CSC group. Furthermore, based on the Reactome, the Metabolism, Vesicle-mediated transport, RAF signaling, and Galpha (12/13) signaling pathways were also downregulated in the CRC-CSC group. Utilizing innovative drug combination approaches and innovative drug delivery techniques, CRC treatments can be enhanced by modulating the FGFR, EGFR, and AMPK signaling pathways, which may ultimately lead to improved patient outcomes.
Page(s): 1-11
Published: Journal: Asian Journal of Agriculture and Biology, Volume: 1, Issue: 1, Year: 2025
Keywords:
colorectal cancer , Epidermal growth factor receptor , Cancer stem cell spheroids , BioJupies , Ingenuity Pathway Analysis , Fibroblast Growth Factor Receptor , AMPactivated protein kinase signaling
References:
[1] Almatroudi A .2020 .The Incidence Rate of Colorectal Cancer in Saudi Arabia: An Observational Descriptive Epidemiological Analysis. Int J Gen Med, 10 : 977-990.
[2] Wan ML,Wang Y,Zeng Z,Deng B,Zhu BS,Cao T,Li YK,Xiao J,Han Q,Wu Q .2020 .Colorectal cancer (CRC) as a multifactorial disease and its causal correlations with multiple signaling pathways. Biosci Rep, 10(3) : .
[3] Xie Z,Bailey A,Kuleshov MV,Clarke DJB,Evangelista JE,Jenkins SL,Lachmann A,Wojciechowicz ML,Kropiwnicki E,Jagodnik KM,Jeon M,Ma'ayan A .2021 .Gene Set Knowledge Discovery with Enrichr. Curr Protoc. (3):e90. doi: 10.1002/cpz1, : 90.
[4] Ye H,Liu Y,Wu K,Luo H,Cui L .2020 .AMPK activation overcomes anti-EGFR antibody resistance induced by KRAS mutation in colorectal cancer. PMID: 32703218; PMCID: PMC7376720., 10(1) : 115.
[5] Touat M,Ileana E,Postel-Vinay S,André F,Soria JC . .. 2015 Jun, 26078430(12) : 2329-0432.
[6] Vermeulen L,De Sousa E Melo F L,van der Heijden M,Cameron K,de Jong JH,Borovski T,Tuynman JB,Todaro M,Merz C,Rodermond H,Sprick MR,Kemper K,Richel DJ,Stassi G,Medema JP . .Wnt activity defines colon cancer stem cells and is regulated by the microenvironment. Nat Cell Biol, 20418870(5) : 468-76.
[7] Vermeulen L,Sprick MR,Kemper K,Stassi G,Medema JP .2008 .Cancer stem cells--old concepts, new insights. Cell Death Differ, 18259194(6) : 947-58.
[8] Vara-Ciruelos D,Russell FM,Hardie DG .2019 .The strange case of AMPK and cancer: Dr Jekyll or Mr Hyde? †. Open Biol, 10(7) : 190099.
[9] Uribe ML,Marrocco I,Yarden Y,Resistance Acquired .2021 .. 2021 Jun, 10(11) : 2748.
[10] Torre D,Lachmann A,Ma'ayan A .2018 .BioJupies: Automated Generation of Interactive Notebooks for RNA-Seq Data Analysis in the Cloud. Cell Syst, 10(5) : 556-561.
[11] Sung H,Ferlay J,Siegel RL,Laversanne M,Soerjomataram I,Jemal A,Bray F .2020 .GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. Global Cancer Statistics, 10(3) : 209-249.
[12] Siegel RL,Wagle NS,Cercek A,Smith RA,Jemal A .2023 .. , 10(3) : 233-254.
[13] Siegel RL,Miller KD,Fuchs HE,Jemal A .2022 .. , 10(1) : 7-33.
[14] Shaath H,Vishnubalaji R,Elango R,Velayutham D,Jithesh PV,Alajez NM .2023 .Therapeutic targeting of the TPX2/TTK network in colorectal cancer. Cell Commun Signal, 10(1) : 265.
[15] Saxena M,Balaji SA,Deshpande N,Ranganathan S,Pillai DM,Hindupur SK,Rangarajan A . .AMPactivated protein kinase promotes epithelialmesenchymal transition in cancer cells through Twist1 upregulation. J Cell Sci. 2018 Jul, 10(14) : PMC6080604.
[16] Ritchie ME,Phipson B,Wu D,Hu Y,Law CW,Shi W,Smyth GK .2015 .limma powers differential expression analyses for RNA-sequencing and microarray studies. Nucleic Acids Res, 10(7) : .
[17] Pushparaj PN,Abdulkareem AA,Naseer MI .2021 .Identification of Novel Gene Signatures using Next-Generation Sequencing Data from COVID19 Infection Models: Focus on Neuro-COVID and Potential Therapeutics. Front Pharmacol, 688227 : .
[18] Kiwaki T,Kataoka H . .Patient-Derived Organoids of Colorectal Cancer: A Useful Tool for Personalized Medicine. 2022 Apr, 10(5) : PMC9147270.
[19] Li W,Saud SM,Young MR,Chen G,Hua B . .Targeting AMPK for cancer prevention and treatment. Oncotarget. 2015 Apr, 10(10) : PMC4480686-78.
[20] Mizukami T,Izawa N,Nakajima TE,Sunakawa Y. Targeting EGFR . .RAS/RAF Signaling in the Treatment of Metastatic Colorectal Cancer: From Current Treatment Strategies to Future Perspectives. , 30968289(6) : 0-645.
[21] Kuleshov MV,Jones MR,Rouillard AD,Fernandez NF,Duan Q,Wang Z,Koplev S,Jenkins SL,Jagodnik KM,Lachmann A,McDermott MG,Monteiro CD,Gundersen GW,A GW .2016 .Enrichr: a comprehensive gene set enrichment analysis web server 2016 update. Nucleic Acids Res, 10(W1) : W90-7.
[22] Kitano S,Yamamoto T,Taketo MM .2022 .Novel parameter for cancer chemosensitivity to fibroblast growth factor receptor inhibitors. Cancer Sci, 10(11) : 4005-4010.
[23] Hsu CC,Peng D,Cai Z,Lin HK .2021 .AMPK signaling and its targeting in cancer progression and treatment. Semin Cancer Biol, 04 : PMC9768867-68.
[24] Karagiannakos A,Adamaki M,Tsintarakis A,Vojtesek B,Fåhraeus R,Zoumpourlis V,Karakostis K .2022 .Targeting Oncogenic Pathways in the Era of Personalized Oncology: A Systemic Analysis Reveals Highly Mutated Signaling Pathways in Cancer Patients and Potential Therapeutic Targets. Cancers (Basel), 10(3) : 664.
[25] Guo B,Han X,Tkach D,Huang SG,Zhang D .2018 .AMPK promotes the survival of colorectal cancer stem cells. Animal Model Exp Med, 10(2) : 12016-142.
[26] Fernandez NF,Gundersen GW,Rahman A,Grimes ML,Rikova K,Hornbeck P,A P .2017 .Clustergrammer, a web-based heatmap visualization and analysis tool for highdimensional biological data. Sci Data, 151 : .
[27] Barrett T,Wilhite SE,Ledoux P,Evangelista C,Kim IF,Tomashevsky M,Marshall KA,Phillippy KH,Sherman PM,Holko M,Yefanov A,Lee H,Zhang N,Robertson CL,Serova N,Davis S,Soboleva A. NCBI .2013 .GEO: archive for functional genomics data sets-update. Nucleic Acids Res, 10 : PMC3531084-5.
[28] Babina IS,Turner NC .2017 .8. Nat Rev Cancer, 28303906(5) : 318-332.
[29] Alqahtani WS,Almufareh NA,Domiaty DM,Albasher G,Alduwish MA,Alkhalaf H,Almuzzaini B,Al-Marshidy SS,Alfraihi R,Elasbali AM,Ahmed HG,Almutlaq BA .2020 .Epidemiology of cancer in Saudi Arabia thru 2010-2019: a systematic review with constrained meta-analysis. AIMS Public Health, 10(3) : 679-696.
Citations
Citations are not available for this document.
0

Citations

0

Downloads

3

Views