Flux Optimization in Human Specific Map-Kinase Pathways: A Systems Biology Approach to Study Cancer

被引:0
|
作者
Sahu, Sombeet [1 ]
机构
[1] Natl Inst Technol, Dept Biotechnol, Durgapur 713209, India
关键词
Systems biology; MAP Kinase; Flux Optimization; Signal Transduction Networks; METABOLIC GENOTYPE; NETWORKS;
D O I
10.1063/1.3516321
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Mitogen-Activated Protein Kinase (MAP kinases) transduces signals that are involved in a multitude of cellular pathways and functions in response to variety of ligands and cell stimuli. Aberrant or inappropriate functions of MAPKs have now been identified in diseases ranging from Cancer to Alzheimer disease to Leshmaniasis however the pathway is still growing and little is known about the dynamics of the pathway. Here we model the MAPK metabolic pathways and thus find the key metabolites or reactions involved on perturbing which the transcription factors are affected. The approach, which we used for modeling of this pathway, is Flux Balance Analysis (FBA). Further we established the growth factors EGF, PDGF were also responsible for the determination of downstream species concentrations. Tuning the parameters gave the optimum kinetics of the growth factor for which the downstream events were at the minimum. Also the Ras and Braf steady state concentrations were significantly affected when the Growth factor kinetics were tuned. This type of study can shed light on controlling various diseases and also may be helpful for identifying important drug targets.
引用
收藏
页码:313 / 318
页数:6
相关论文
共 49 条
  • [21] Detection of molecular signatures and pathways shared in inflammatory bowel disease and colorectal cancer: A bioinformatics and systems biology approach
    Al-Mustanjid, Md
    Mahmud, S. M. Hasan
    Royel, Md Rejaul Islam
    Rahman, Md Habibur
    Islam, Tania
    Rahman, Md Rezanur
    Moni, Mohammad Ali
    GENOMICS, 2020, 112 (05) : 3416 - 3426
  • [22] Prognostic markers and molecular pathways in primary colorectal cancer with a high potential of liver metastases: a systems biology approach
    Bahramibanan, Fatemeh
    Taherkhani, Amir
    Najafi, Rezvan
    Alizadeh, Neda
    Ghadimipour, Hamidreza
    Barati, Nastaran
    Derakhshandeh, Katayoun
    Soleimani, Meysam
    RESEARCH IN PHARMACEUTICAL SCIENCES, 2025, 20 (01) : 121 - 141
  • [23] A genome-wide association study of non-HPV-related head and neck squamous cell carcinoma identifies prognostic genetic sequence variants in the MAP-kinase and hormone pathways
    Azad, Abul Kalam
    Bairati, Isabelle
    Qiu, Xin
    Girgis, Hala
    Cheng, Lu
    Waggott, Daryl
    Cheng, Dangxiao
    Mirshams, Maryam
    Ho, James
    Fortin, Andre
    Vigneault, Eric
    Huang, Shao-Hui
    O'Sullivan, Brian
    Waldron, John
    Boutros, Paul C.
    Goldstein, David
    Meyer, Francois
    Xu, Wei
    Liu, Geoffrey
    CANCER EPIDEMIOLOGY, 2016, 42 : 173 - 180
  • [24] A systems biology approach to identify microRNAs contributing to cisplatin resistance in human ovarian cancer cells
    Liu, Weisha
    Wang, Shuyuan
    Zhou, Shunheng
    Yang, Feng
    Jiang, Wei
    Zhang, Qingyuan
    Wang, Lihong
    MOLECULAR BIOSYSTEMS, 2017, 13 (11) : 2268 - 2276
  • [25] Quantitative analysis of tumor expression of phosphoproteins from PI3-kinase and MAP-kinase signaling pathways as biomarkers of the biological and clinical activity of trastuzumab and everolimus in breast cancer: Unicancer RADHER phase II trial results
    Merlin, J-L
    Lion, M.
    Wong, J.
    Bachelot, T.
    Andre, F.
    Treilleux, I.
    Loussouarn, D.
    Bonneterre, J.
    Rios, M.
    Dieras, V.
    Jimenez, M.
    Leroux, A.
    Campone, M.
    CANCER RESEARCH, 2013, 73
  • [26] A systems biology approach to identify the key targets of curcumin and capsaicin that downregulate pro-inflammatory pathways in human monocytes
    Shekarappa, Sharath Belenahalli
    Kandagalla, Shivananda
    Malojirao, Vikas H.
    Kumar, Pavan G. S.
    Prabhakar, B. T.
    Hanumanthappa, Manjunatha
    COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2019, 83
  • [27] Systems biology approach delineates critical pathways associated with papillary thyroid cancer: a multi-omics data analysis
    Febby Payva
    Santhy K. S.
    Remya James
    Amrisa Pavithra E
    Venketesh Sivaramakrishnan
    Thyroid Research, 18 (1)
  • [28] The Specific IKKε/TBK1 Inhibitor Amlexanox Suppresses Human Melanoma by the Inhibition of Autophagy, NF-κB and MAP Kinase Pathways
    Moeller, Moritz
    Wasel, Julia
    Schmetzer, Julia
    Weiss, Ulrike
    Meissner, Markus
    Schiffmann, Susanne
    Weigert, Andreas
    Moeser, Christine V.
    Niederberger, Ellen
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (13) : 1 - 20
  • [29] Computational model of EGFR and IGF1R pathways in lung cancer: A Systems Biology approach for Translational Oncology
    Bianconi, Fortunato
    Baldelli, Elisa
    Ludovini, Vienna
    Crino, Lucio
    Flacco, Antonella
    Valigi, Paolo
    BIOTECHNOLOGY ADVANCES, 2012, 30 (01) : 142 - 153
  • [30] A Systems Biology Approach to Investigate Kinase Signal Transduction Networks That Are Involved in Triple Negative Breast Cancer Resistance to Cisplatin
    Mukherjee, Nupur
    Browne, Alacoque
    Ivers, Laura
    Santra, Tapesh
    Cremona, Mattia
    Hennessy, Bryan T.
    O'Donovan, Norma
    Crown, John
    Kolch, Walter
    Fey, Dirk
    Eustace, Alex J.
    JOURNAL OF PERSONALIZED MEDICINE, 2022, 12 (08):