Forecasting the stochastic vicious cycle of cancer progression and immune response

被引:1
|
作者
Idrees, Muhammad [1 ]
Sohail, Ayesha [1 ]
Tavares, Joao Manuel R. S. [2 ]
机构
[1] COMSATS Univ Islamabad, Dept Math, Lahore 54000, Pakistan
[2] Univ Porto, Fac Engn, Inst Ciencia & Inovacao Engn Mecan & Engn Ind, Dept Engn Mecan, Porto, Portugal
关键词
Stochastic modeling; Stochastic numerical analysis; Kinetic modelling; Breast cancer; BIOLOGY;
D O I
10.1016/j.rinp.2021.104420
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
It is accepted that cancer progression is a stochastic process, and there is a bifurcation in cancer cell count, which gets chaotic if not treated at preliminary stages. Therefore, strategies for fighting cancer at early stages are highly desired. However, the interaction of the immune system with cancer cells is not a straightforward process. The stochastic cell interactions lead to uncontrollable dynamics and sometimes to the death of the patient. A stochastic computational framework developed based on principles of the cancer-immune cell interaction is proposed in this article. The results obtained using the framework for breast cancer are close to the experimental findings, confirming that it can be a useful tool for identifying possible control measures. This study concludes that a control strategy based on stochastic modeling is promising and that a deep understanding of the interaction cell rates is essential for timely cancer control measures.
引用
收藏
页数:6
相关论文
共 50 条
  • [11] Characterization of Immune Response During Osteolytic Progression of Breast Cancer
    Sawant, Anandt
    Chanda, D.
    Hensel, J.
    Ponnazhagan, S.
    [J]. JOURNAL OF IMMUNOTHERAPY, 2009, 32 (09) : 999 - 999
  • [12] Tumor-induced inflammation in mammary adipose tissue stimulates a vicious cycle of autotaxin expression and breast cancer progression
    Benesch, Matthew G. K.
    Tang, Xiaoyun
    Dewald, Jay
    Dong, Wei-Feng
    Mackey, John R.
    Hemmings, Denise G.
    McMullen, Todd P. W.
    Brindley, David N.
    [J]. FASEB JOURNAL, 2015, 29 (09): : 3990 - 4000
  • [13] Oxidation, glycation and glycoxidation-The vicious cycle and lung cancer
    Ahmad, Saheem
    Khan, Mohd Yasir
    Rafi, Zeeshan
    Khan, Hamda
    Siddiqui, Zeba
    Rehman, Shahnawaz
    Shahab, Uzma
    Khan, Mohd Sajid
    Saeed, Mohd
    Alouffi, Sultan
    Khan, Mohd Shahnawaz
    [J]. SEMINARS IN CANCER BIOLOGY, 2018, 49 : 29 - 36
  • [14] The vicious cycle governing the brain-immune system relationship in neurodegenerative diseases
    Schwartz, Michal
    Cahalon, Liora
    [J]. CURRENT OPINION IN IMMUNOLOGY, 2022, 76
  • [15] Abuse, cancer and sexual dysfunction in women: A potentially vicious cycle
    Lees, Brittany F.
    Stewart, Taylor P.
    Rash, Joanne K.
    Baron, Shirley R.
    Lindau, Stacy Tessler
    Kushner, David M.
    [J]. GYNECOLOGIC ONCOLOGY, 2018, 150 (01) : 166 - 172
  • [16] Neutrophil Extracellular Traps and Pancreatic Cancer Development: A Vicious Cycle
    Mitsis, Michail
    Drosou, Panagiota
    Tatsis, Vasileios
    Markopoulos, Georgios S.
    [J]. CANCERS, 2022, 14 (14)
  • [17] In Vitro Mimics of Bone Remodeling and the Vicious Cycle of Cancer in Bone
    Krishnan, Venkatesh
    Vogler, Erwin A.
    Sosnoski, Donna M.
    Mastro, Andrea M.
    [J]. JOURNAL OF CELLULAR PHYSIOLOGY, 2014, 229 (04) : 453 - 462
  • [18] Stochastic modeling of tumor progression and immune evasion
    George, Jason T.
    Levine, Herbert
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2018, 458 : 148 - 155
  • [19] CTLA-4 regulates cell cycle progression during a primary immune response
    Greenwald, RJ
    Oosterwegel, MA
    van der Woude, D
    Kubal, A
    Mandelbrot, DA
    Boussiotis, VA
    Sharpe, AH
    [J]. EUROPEAN JOURNAL OF IMMUNOLOGY, 2002, 32 (02) : 366 - 373
  • [20] Immune Response Evaluation and Treatment with Immune Checkpoint Inhibitors Beyond Clinical Progression: Response Assessments for Cancer Immunotherapy
    Mushti, Sirisha L.
    Mulkey, Flora
    Tang, Shenghui
    Singh, Harpreet
    Lemery, Steven J.
    Goldberg, Kirsten B.
    Sridhara, Rajeshwari
    Keegan, Patricia
    Kluetz, Paul G.
    Pazdur, Richard
    Theoret, Marc R.
    Beaver, Julia A.
    [J]. CURRENT ONCOLOGY REPORTS, 2020, 22 (11)