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.
机构:
Univ Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Benesch, Matthew G. K.
Tang, Xiaoyun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Tang, Xiaoyun
Dewald, Jay
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机构:
Univ Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Dewald, Jay
Dong, Wei-Feng
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h-index: 0
机构:
Univ Alberta, Dept Lab Med, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Dong, Wei-Feng
Mackey, John R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Oncol, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Mackey, John R.
Hemmings, Denise G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Obstet & Gynecol, Edmonton, AB T6G 2S2, Canada
Univ Alberta, Dept Med Microbiol & Immunol, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
Hemmings, Denise G.
McMullen, Todd P. W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Surg, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
McMullen, Todd P. W.
Brindley, David N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, CanadaUniv Alberta, Dept Biochem, Signal Transduct Res Grp, Edmonton, AB T6G 2S2, Canada
机构:
Univ Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
Lees, Brittany F.
Stewart, Taylor P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
Stewart, Taylor P.
Rash, Joanne K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
Rash, Joanne K.
Baron, Shirley R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Obstet & Gynecol, Program Integrat Sexual Med, Chicago, IL 60637 USA
Northwestern Univ, Dept Psychiat & Behav Sci, Chicago, IL 60611 USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
Baron, Shirley R.
Lindau, Stacy Tessler
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Dept Obstet & Gynecol, Program Integrat Sexual Med, Chicago, IL 60637 USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
Lindau, Stacy Tessler
Kushner, David M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USAUniv Wisconsin, Sch Med & Publ Hlth, Div Gynecol Oncol, Dept Obstet & Gynecol, Madison, WI USA
机构:
Penn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Penn State Univ, Huck Inst Life Sci, University Pk, PA 16802 USAPenn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Krishnan, Venkatesh
Vogler, Erwin A.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Mat Sci & Engn, University Pk, PA 16802 USA
Penn State Univ, Dept Bioengn, University Pk, PA 16802 USA
Penn State Univ, Mat Res Inst, University Pk, PA 16802 USAPenn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Vogler, Erwin A.
Sosnoski, Donna M.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USAPenn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Sosnoski, Donna M.
Mastro, Andrea M.
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USAPenn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA