Skip to main content
Log in

Wolbachia Dynamics in Mosquitoes with Incomplete CI and Imperfect Maternal Transmission by a DDE System

  • Original Article
  • Published:
Bulletin of Mathematical Biology Aims and scope Submit manuscript

Abstract

In this paper, we propose a delay differential equation model to describe the Wolbachia infection dynamics in mosquitoes in which the key factor of cytoplasmic incompactibility (CI) is incorporated in a more natural way than those in the literature. By analyzing the dynamics of the model, we are able to obtain some information on the impact of four important parameters: the competition capabilities of the wild mosquitoes and infected mosquitoes, the maternal transmission level and the CI level. The analytic results show that there are ranges of parameters that support competition exclusion principle, and there are also ranges of parameters that allow co-persistence for both wild and infected mosquitoes. These ranges account for the scenarios of failure of invasion, invasion and suppressing the wild mosquitoes, and invasion and replacing the wild mosquitoes. We also discuss some possible future problems both in mathematics and in modeling.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Bian G, Joshi D, Dong Y, Lu P (2013) Wolbachia Invades Anopheles stephensi populations and induces refractoriness to Plasmodium Infection. Science 340:748–751

    Article  Google Scholar 

  • Farkas JZ, Hinow P (2010) Structured and unstructured continuous models for Wolbachia infections. Bull Math Biol 72:2067–2088

    Article  MathSciNet  Google Scholar 

  • Hoffmann AA, Turelli M (1997) Cytoplasmic incompatibility in insects. In: SL O’Neill, AA Hoffman, JH Werren (Eds) Influential passengers: inherited microorganisms and arthropod reproduction, pp 42-80, Oxford University Press

  • Hoffmann AA, Montgomery BL, Popovici J, Iturbe-Ormaetxe I, Johnson PH, Muzzi F et al (2011) Successful establishment of Wolbachia in Aedes populations to suppress dengue transmission. Nature 476:454–457

    Article  Google Scholar 

  • Hu L, Tang M, Wu Z et al (2019) The threshold infection level for Wolbachia invasion in random environments. J Differ Eq 266(7):4377–4393

    Article  MathSciNet  Google Scholar 

  • Huang M, Yu J, Hu L et al (2016) Qualitative analysis for a Wolbachia infection model with diffusion. Sci China Math 59(7):1249–1266

    Article  MathSciNet  Google Scholar 

  • Iturbe-Ormaetxe I, Walker T, O’Neill SL (2011) Wolbachia and the biological control of mosquito-borne disease. EMBO Rep 12:508–518

    Article  Google Scholar 

  • Lewis MA, van Den Driessche P (1992) Waves of extinction from sterile insect release. Math Biosci 5:221–247

    MATH  Google Scholar 

  • Laven H (1956) Cytoplasmic inheritance in Culex. Nature 177:141–142

    Article  Google Scholar 

  • Mcmeniman CJ, Lane RV, Cass BN, O’Neill SL (2009) Stable introduction of a life-shortening Wolbachia Infection into the Mosquito Aedes aegypi. Science 323:141–144

    Article  Google Scholar 

  • Mischaikow K, Smith HL, Thieme HR (1995) Asymptotically autonomous semiflows: chain recurrence and Lyapunov functions. Trans Am Math Soc 347:1669–1685

    Article  MathSciNet  Google Scholar 

  • Smith HL (1995) Monotone Dynamical Systems. An Introduction To The Theory of Competitive And Cooperative Systems, AMS, Providence

  • Smith HL (2011) An Introduction To Delay Differential Equations With Applications To The Life Sciences. Springer, New York

    Book  Google Scholar 

  • Smith HL, Thieme HR(2011) Dynamical Systems and Population Persistence, American Mathematical Society

  • Turelli M, Hoffmann AA (1995) Cytoplasmic incompatibility in Drosophila simulans: dynamics and parameter estimates from natural populations. Genetics 140:1319–1338

    Article  Google Scholar 

  • Vinogradova E(2007) Diapause in aquatic insects, with emphasis on mosquitoes. In: Diapause in Aquatic Invertebrates Theory and Human Use, Vol., 112, Springer, Netherlands, 218-224

  • Wikipedia: https://en.wikipedia.org/wiki/Mosquito, Accessed 1 June (2022)

  • Walker T, Johnson PH, Moreira LA, Leong YS, Dong Y, Axford J et al (2011) The wMel Wolbachia strain blocks dengue and invades caged Aedes aegypti populations. Nature 476:450–453

    Article  Google Scholar 

  • Xi Z, Dean JL, Khoo CC (2005) Generation of a novel Wolbachia infection in Aedes albopictus (Asian tiger mosquito) via embryonic microinjection. Insect Biochem Mol Biol 35:903–910

    Article  Google Scholar 

  • Xi Z, Khoo CC, Dobson SL (2005) Wolbachia establishment and invasion in an Aedes aegypti laboratory population. Science 310:326–328

    Article  Google Scholar 

  • Xi Z, Khoo CC, Dobson SL (2006) Interspecific transfer of Wolbachia into the mosquito disease vector Aedes albopictus. Proc R Soc B 273:1317–1322

    Article  Google Scholar 

  • Yu J (2018) Modelling mosquito population suppression based on delay differential equations. SIAM J Appl Math 78(6):3168–3187

    Article  MathSciNet  Google Scholar 

  • Yu J, Li J (2020) Global asymptotic stability in an interactive wild and sterile mosquito model. J Differ Eq 269(7):6193–6215

    Article  MathSciNet  Google Scholar 

  • Yu J, Zheng B (2019) Modeling Wolbachia infection in mosquito population via discrete dynamical models. J Differ Equ Appl 25(11):1549–1567

    Article  MathSciNet  Google Scholar 

  • Zhang D, Zheng X, Xi Z, Bourtzis K, Gilles JRL (2015) Combining the sterile insect technique with the incompatible insect technique:I-Impact of Wolbachia infection on the fitness of triple- and double-infected strains of Aedes albopictus. PLoS ONE 10:e0121126

    Article  Google Scholar 

  • Zhang X, Tang Y, Cheke RA (2015) Models to assess how best to replace dengue virus vectors with Wolbachia-infected mosquito populations. Math Biosci 269:164–177

    Article  MathSciNet  Google Scholar 

  • Zhang X, Liu Q, Zhu H (2020) Modeling and dynamics of Wolbachia-infected male releases and mating competition on mosquito control. J Math Biol 81:1–34

    Article  MathSciNet  Google Scholar 

  • Zhao XQ (1995) Uniform persistence and periodic coexistence states in infinite-dimensional periodic semiflows with applications. Can Appl Math Q 3:473–495

    MathSciNet  MATH  Google Scholar 

  • Zheng B, Tang M, Yu J (2014) Modeling Wolbachia spread in mosquitoes through delay differential equations. SIAM J Appl Math 74:743–770

    Article  MathSciNet  Google Scholar 

  • Zheng B, Tang M, Yu J, Qiu J (2018) Wolbachia spreading dynamics in mosquitoes with imperfect maternal transmission. J Math Biol 76(1–2):235–263

    Article  MathSciNet  Google Scholar 

  • Zheng B, Yu J, Li J (2021) Modeling and analysis of the implementation of the Wolbachia incompatible and sterile insect technique for mosquito population suppression. SIAM J Appl Math 81(2):718–740

    Article  MathSciNet  Google Scholar 

  • Zheng B, Yu J (2022) Existence and uniqueness of periodic orbits in a discrete model on Wolbachia infection frequency. Adv Nonlinear Anal 11:212–224

    Article  MathSciNet  Google Scholar 

  • Zheng B, Li J, Yu J (2021) One discrete dynamical model on Wolbachia infection frequency in mosquito populations. Sci China Math. https://doi.org/10.1007/s11425-021-1891-7

    Article  Google Scholar 

  • Zheng X et al (2019) Incompatible and sterile insect techniques combined eliminate mosquitoes. Nature 572:56–61

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xingfu Zou.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Research partially supported by the National Natural Science Foundation of China (YS: 11971129; BZ: 11971127) and NSERC of Canada (XZ: RGPIN-2016-04665)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Su, Y., Zheng, B. & Zou, X. Wolbachia Dynamics in Mosquitoes with Incomplete CI and Imperfect Maternal Transmission by a DDE System. Bull Math Biol 84, 95 (2022). https://doi.org/10.1007/s11538-022-01042-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11538-022-01042-2

Keywords

Mathematics Subject Classification

Navigation