Analysis of an improved fractional-order model of boundary formation in the Drosophila large intestine dependent on Delta-Notch pathway

被引:2
作者
Sun, Deshun [1 ,2 ]
Lu, Lingyun [3 ]
Liu, Fei [4 ]
Duan, Li [1 ]
Wang, Daping [1 ]
Xiong, Jianyi [1 ]
机构
[1] Shenzhen Univ, Shenzhen Lab Digital Orthoped Engn, Shenzhen Key Lab Tissue Engn, Hlth Sci Ctr,Shenzhen Peoples Hosp 2,Hosp Affilia, Shenzhen 518035, Peoples R China
[2] Chinese Acad Sci, Shenzhen Inst Adv Technol, Shenzhen 518035, Peoples R China
[3] Nanjing Res Inst Elect Engn, Nanjing 210007, Peoples R China
[4] South China Univ Technol, Sch Software Engn, Bldg B7, Guangzhou 510006, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Delta-Notch signaling pathway; Fractional-order differential equations; Local stability analysis; Sensitive analysis; ECO-EPIDEMIOLOGIC MODEL; BIFURCATION; STABILITY;
D O I
10.1186/s13662-020-02836-1
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, an improved fractional-order model of boundary formation in the Drosophila large intestine dependent on Delta-Notch pathway is proposed for the first time. The uniqueness, nonnegativity, and boundedness of solutions are studied. In a two cells model, there are two equilibriums (no-expression of Delta and normal expression of Delta). Local asymptotic stability is proved for both cases. Stability analysis shows that the orders of the fractional-order differential equation model can significantly affect the equilibriums in the two cells model. Numerical simulations are presented to illustrate the conclusions. Next, the sensitivity of model parameters is calculated, and the calculation results show that different parameters have different sensitivities. The most and least sensitive parameters in the two cells model and the 60 cells model are verified by numerical simulations. What is more, we compare the fractional-order model with the integer-order model by simulations, and the results show that the orders can significantly affect the dynamic and the phenotypes.
引用
收藏
页数:19
相关论文
共 25 条
[1]   On some Routh-Hurwitz conditions for fractional order differential equations and their applications in Lorenz, Rossler, Chua and Chen systems [J].
Ahmed, E. ;
El-Sayed, A. M. A. ;
El-Saka, Hala A. A. .
PHYSICS LETTERS A, 2006, 358 (01) :1-4
[2]   Analysis of a fractional SEIR model with treatment [J].
Almeida, Ricardo .
APPLIED MATHEMATICS LETTERS, 2018, 84 :56-62
[3]   The solution of fractional order epidemic model by implicit Adams methods [J].
Ameen, I. ;
Novati, P. .
APPLIED MATHEMATICAL MODELLING, 2017, 43 :78-84
[4]   HIV/HCV coinfection model: a fractional-order perspective for the effect of the HIV viral load [J].
Carvalho, Ana R. M. ;
Pinto, Carla M. A. ;
Baleanu, Dumitru .
ADVANCES IN DIFFERENCE EQUATIONS, 2018,
[5]   A fractional calculus based model for the simulation of an outbreak of dengue fever [J].
Diethelm, Kai .
NONLINEAR DYNAMICS, 2013, 71 (04) :613-619
[6]   A fractional order epidemic model for the simulation of outbreaks of influenza A(H1N1) [J].
Gonzalez-Parra, Gilberto ;
Arenas, Abraham J. ;
Chen-Charpentier, Benito M. .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2014, 37 (15) :2218-2226
[7]   Dorsoventral patterning of the Drosophila hindgut is determined by interaction of genes under the control of two independent gene regulatory systems, the dorsal and terminal systems [J].
Hamaguchi, Takashi ;
Takashima, Shigeo ;
Okamoto, Aiko ;
Imaoka, Misa ;
Okumura, Takashi ;
Murakami, Ryutaro .
MECHANISMS OF DEVELOPMENT, 2012, 129 (9-12) :236-243
[8]  
Lakshmikantham V., 2015, Stability Analysis of Nonlinear Systems
[9]  
Li ZH, 2019, J INTEGR AGR, V18, P1547, DOI [10.1016/S2095-3119(18)62046-5, 10.1016/s2095-3119(18)62046-5]
[10]   Modeling and analysis of the Delta-Notch dependent boundary formation in the Drosophila large intestine [J].
Liu, Fei ;
Sun, Deshun ;
Murakami, Ryutaro ;
Matsuno, Hiroshi .
BMC SYSTEMS BIOLOGY, 2017, 11