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Wan H, Wu Y, Fan G, Li D. Wolbachia invasion dynamics of a random mosquito population model with imperfect maternal transmission and incomplete CI. J Math Biol 2024; 88:72. [PMID: 38678110 DOI: 10.1007/s00285-024-02094-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 04/10/2023] [Accepted: 04/11/2024] [Indexed: 04/29/2024]
Abstract
In this work, we formulate a random Wolbachia invasion model incorporating the effects of imperfect maternal transmission and incomplete cytoplasmic incompatibility (CI). Under constant environments, we obtain the following results: Firstly, the complete invasion equilibrium of Wolbachia does not exist, and thus the population replacement is not achievable in the case of imperfect maternal transmission; Secondly, imperfect maternal transmission or incomplete CI may obliterate bistability and backward bifurcation, which leads to the failure of Wolbachia invasion, no matter how many infected mosquitoes would be released; Thirdly, the threshold number of the infected mosquitoes to be released would increase with the decrease of the maternal transmission rate or the intensity of CI effect. In random environments, we investigate in detail the Wolbachia invasion dynamics of the random mosquito population model and establish the initial release threshold of infected mosquitoes for successful invasion of Wolbachia into the wild mosquito population. In particular, the existence and stability of invariant probability measures for the establishment and extinction of Wolbachia are determined.
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Affiliation(s)
- Hui Wan
- Ministry of Education Key Laboratory of NSLSCS, School of Mathematical Sciences, Nanjing Normal University, Nanjing, 210023, China
| | - Yin Wu
- Ministry of Education Key Laboratory of NSLSCS, School of Mathematical Sciences, Nanjing Normal University, Nanjing, 210023, China
| | - Guihong Fan
- Department of Mathematics, Columbus State University, Columbus, GA, 31907, USA
| | - Dan Li
- School of Mathematical Sciences, Anhui University, Hefei, 230601, China.
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Hyder M, Lodhi AM, Wang Z, Bukero A, Gao J, Mao R. Wolbachia Interactions with Diverse Insect Hosts: From Reproductive Modulations to Sustainable Pest Management Strategies. BIOLOGY 2024; 13:151. [PMID: 38534421 DOI: 10.3390/biology13030151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 03/28/2024]
Abstract
Effective in a variety of insect orders, including dipteran, lepidopteran, and hemipteran, Wolbachia-based control tactics are investigated, noting the importance of sterile and incompatible insect techniques. Encouraging approaches for controlling Aedes mosquitoes are necessary, as demonstrated by the evaluation of a new SIT/IIT combination and the incorporation of SIT into Drosophila suzukii management. For example, Wolbachia may protect plants from rice pests, demonstrating its potential for agricultural biological vector management. Maternal transmission and cytoplasmic incompatibility dynamics are explored, while Wolbachia phenotypic impacts on mosquito and rice pest management are examined. The importance of host evolutionary distance is emphasised in recent scale insect research that addresses host-shifting. Using greater information, a suggested method for comprehending Wolbachia host variations in various contexts emphasises ecological connectivity. Endosymbionts passed on maternally in nematodes and arthropods, Wolbachia are widely distributed around the world and have evolved both mutualistic and parasitic traits. Wolbachia is positioned as a paradigm for microbial symbiosis due to advancements in multiomics, gene functional assays, and its effect on human health. The challenges and opportunities facing Wolbachia research include scale issues, ecological implications, ethical conundrums, and the possibility of customising strains through genetic engineering. It is thought that cooperative efforts are required to include Wolbachia-based therapies into pest management techniques while ensuring responsible and sustainable ways.
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Affiliation(s)
- Moazam Hyder
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Guangdong Engineering Research Center for Mineral Oil Pesticides, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou 510260, China
| | - Abdul Mubeen Lodhi
- Department Plant Protection, Sindh Agriculture University, Tandojam 70080, Pakistan
| | - Zhaohong Wang
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Guangdong Engineering Research Center for Mineral Oil Pesticides, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou 510260, China
| | - Aslam Bukero
- Department of Entomology, Sindh Agriculture University, Tandojam 70080, Pakistan
| | - Jing Gao
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Guangdong Engineering Research Center for Mineral Oil Pesticides, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou 510260, China
| | - Runqian Mao
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Guangdong Engineering Research Center for Mineral Oil Pesticides, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou 510260, China
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Vicencio D, Vasilieva O, Gajardo P. Monotonicity properties arising in a simple model of Wolbachia invasion for wild mosquito populations. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2023; 20:1148-1175. [PMID: 36650806 DOI: 10.3934/mbe.2023053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
In this paper, we propose a simplified bidimensional Wolbachia infestation model in a population of Aedes aegypti mosquitoes, preserving the main features associated with the biology of this species that can be found in higher-dimensional models. Namely, our model represents the maternal transmission of the Wolbachia symbiont, expresses the reproductive phenotype of cytoplasmic incompatibility, accounts for different fecundities and mortalities of infected and wild insects, and exhibits the bistable nature leading to the so-called principle of competitive exclusion. Using tools borrowed from monotone dynamical system theory, in the proposed model, we prove the existence of an invariant threshold manifold that allows us to provide practical recommendations for performing single and periodic releases of Wolbachia-carrying mosquitoes, seeking the eventual elimination of wild insects that are capable of transmitting infections to humans. We illustrate these findings with numerical simulations using parameter values corresponding to the wMelPop strain of Wolbachia that is considered the best virus blocker but induces fitness loss in its carriers. In these tests, we considered multiple scenarios contrasting a periodic release strategy against a strategy with a single inundative release, comparing their effectiveness. Our study is presented as an expository and mathematically accessible tool to study the use of Wolbachia-based biocontrol versus more complex models.
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Affiliation(s)
- Diego Vicencio
- Departmento de Matemática, Universidad Técnica Federico Santa María, Avenida España 1680, Valparaíso, 2390123, Chile
| | - Olga Vasilieva
- Departmento de Matemáticas, Universidad del Valle, Cl. 13,100-00, Cali, Valle del Cauca 760032, Colombia
| | - Pedro Gajardo
- Departmento de Matemática, Universidad Técnica Federico Santa María, Avenida España 1680, Valparaíso, 2390123, Chile
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Chinnathambi R, Rihan FA. Analysis and control of Aedes Aegypti mosquitoes using sterile-insect techniques with Wolbachia. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2022; 19:11154-11171. [PMID: 36124585 DOI: 10.3934/mbe.2022520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Combining Sterile and Incompatible Insect techniques can significantly reduce mosquito populations and prevent the transmission of diseases between insects and humans. This paper describes impulsive differential equations for the control of a mosquito with Wolbachia. Several interesting conditions are created when sterile male mosquitoes are released impulsively, ensuring both open- and closed-loop control. To determine the wild mosquito population size in real-time, we propose an open-loop control system, which uses impulsive and constant releases of sterile male mosquitoes. A closed-loop control scheme is also being investigated, which specifies the release of sterile mosquitoes according to the size of the wild mosquito population. To eliminate or reduce a mosquito population below a certain threshold, the Sterile insect technique involves mass releases of sterile insects. Numerical simulations verify the theoretical results.
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Affiliation(s)
- Rajivganthi Chinnathambi
- Division of Mathematics, School of Advances Sciences, Vellore Institute of Technology, Chennai, Tamilnadu-600 127, India
| | - Fathalla A Rihan
- Department of Mathematical Sciences, College of Science, United Arab Emirats University, Al-Ain 15551, UAE
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Araújo NJS, Macêdo MJF, de Morais LP, da Cunha FAB, de Matos YMLS, de Almeida RS, Braga MFBM, Coutinho HDM. Control of arboviruses vectors using biological control by Wolbachia pipientis: a short review. Arch Microbiol 2022; 204:376. [PMID: 35678877 DOI: 10.1007/s00203-022-02983-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2021] [Revised: 05/09/2022] [Accepted: 05/12/2022] [Indexed: 11/29/2022]
Abstract
The number of arbovirus cases has increased in recent years, demonstrating a need for investing in effective control actions. Among these actions, are strategies using biological control vectors, a field where Wolbachia pipientis has shown itself as useful. Wolbachia pipientis, an obligatory intracellular Gram-negative bacteria, which parasites arthropods naturally or through laboratory-induced infections, is capable of manipulating the reproduction of its host. A systematic literature review gathering studies on this bacteria over last 10 years (2007-2021) was performed given its important role in the reduction of insect disease vectors. 111 articles were found, from which 78 were used in this study. Information on the Wolbachia biology, mechanism of action and potential for the biological control of insect disease vectors was gathered. The present study may contribute to the knowledge surrounding the bacterium, as well as stimulate the production of other studies with the same theme.
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Affiliation(s)
- Nara Juliana Santos Araújo
- Programa de Residência em Saúde Coletiva, Universidade Regional de Cariri-URCA, Regional University of Cariri, Crato, Ceará, 63105-000, Brazil
| | - Márcia Jordana Ferreira Macêdo
- Programa de Residência em Saúde Coletiva, Universidade Regional de Cariri-URCA, Regional University of Cariri, Crato, Ceará, 63105-000, Brazil
| | - Luís Pereira de Morais
- Programa de Residência em Saúde Coletiva, Universidade Regional de Cariri-URCA, Regional University of Cariri, Crato, Ceará, 63105-000, Brazil
| | - Francisco Assis Bezerra da Cunha
- Programa de Residência em Saúde Coletiva, Universidade Regional de Cariri-URCA, Regional University of Cariri, Crato, Ceará, 63105-000, Brazil.,Laboratório de Bioprospecção do Semiárido, Universidade Regional de Cariri-URCA, Crato, Ceará, Brazil
| | | | - Ray Silva de Almeida
- Laboratório de Microbiologia e Biologia Molecular, Universidade Regional de Cariri-URCA, Crato, Ceará, Brazil
| | | | - Henrique Douglas Melo Coutinho
- Programa de Residência em Saúde Coletiva, Universidade Regional de Cariri-URCA, Regional University of Cariri, Crato, Ceará, 63105-000, Brazil. .,Laboratório de Microbiologia e Biologia Molecular, Universidade Regional de Cariri-URCA, Crato, Ceará, Brazil.
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Dumont Y, Yatat-Djeumen IV. Sterile insect technique with accidental releases of sterile females. Impact on mosquito-borne diseases control when viruses are circulating. Math Biosci 2021; 343:108724. [PMID: 34748880 DOI: 10.1016/j.mbs.2021.108724] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 10/18/2021] [Accepted: 10/18/2021] [Indexed: 01/17/2023]
Abstract
The sterile insect technique (SIT) is a technique to control some vectors of diseases by releasing sterile males. However, during these releases, sterilized females can be (accidentally) released and since only females are vectors of diseases, it is important to study their impact when arthropod viruses are circulating. To that aim, we develop and study an entomological-epidemiological model, considering either permanent or periodic releases. Qualitative analyses of the continuous and periodic models are conducted. We highlight a critical sterile males release rate, ΛMcrit, above which the control of wild population is always effective, using massive releases. Estimating the basic reproduction number of the epidemiological model, R02, we show that if it is above a certain threshold, R0,∗2, that depends on the basic offspring number, N, and the release rate of sterile females, the epidemiological risk can only be controlled using (very) massive releases. Otherwise, we can estimate the basic reproduction number of the SIT epidemiological model, R0,SIT2, that shapes the stability property of the (periodic) disease-free equilibrium. We show that it might be possible to take R0,SIT2 below 1 using non-massive, but large enough, releases. However, practically, it seems more efficient to consider massive releases, followed by small releases once the vector population is small enough. In addition to SIT, we also recommend mechanical control, i.e. the reduction of breeding sites, that greatly improves the efficacy of SIT, in terms of duration or size of the releases. Our results reveal that outside an epidemic period, the release of sterile females is not an issue, as long as the sterile males release rate is greater than ΛMcrit. Within an epidemic period, we show that sterile females releases do not really impact the SIT efficiency, as long as the release rate, ΛF, is lower than a critical value, ΛFcrit, that depends on the mosquito and epidemiological threshold parameters, N, and R02. To illustrate numerically our theoretical results, we consider Dengue parameters. We estimate all thresholds and also the effective reproduction number, Reff2, and highlight the importance of early permanent or periodic SIT control to prevent or mitigate the risk of a Dengue epidemic, with and without sterile females releases.
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Affiliation(s)
- Y Dumont
- CIRAD, Umr AMAP, Pôle de Protection des Plantes, F-97410 Saint Pierre, France; AMAP, Univ Montpellier, CIRAD, CNRS, INRA, IRD, Montpellier, France; University of Pretoria, Department of Mathematics and Applied Mathematics, Pretoria, South Africa.
| | - I V Yatat-Djeumen
- University of Yaoundé I, National Advanced School of Engineering of Yaoundé, Department of Mathematics and Physics, Yaoundé, Cameroon; UMI 209 IRD/UPMC UMMISCO, Bondy, France
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Cardona-Salgado D, Campo-Duarte DE, Sepulveda-Salcedo LS, Vasilieva O, Svinin M. Optimal release programs for dengue prevention using Aedes aegypti mosquitoes transinfected with wMel or wMelPop Wolbachia strains. MATHEMATICAL BIOSCIENCES AND ENGINEERING : MBE 2021; 18:2952-2990. [PMID: 33892579 DOI: 10.3934/mbe.2021149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
In this paper, we propose a dengue transmission model of SIR(S)-SI type that accounts for two sex-structured mosquito populations: the wild mosquitoes (males and females that are Wolbachia-free), and those deliberately infected with either wMel or wMelPop strain of Wolbachia. This epidemiological model has four possible outcomes: with or without Wolbachia and with or without dengue. To reach the desired outcome, with Wolbachia and without dengue, we employ the dynamic optimization approach and then design optimal programs for releasing Wolbachia-carrying male and female mosquitoes. Our discussion is focused on advantages and drawbacks of two Wolbachia strains, wMelPop and wMel, that are recommended for dengue prevention and control. On the one hand, the wMel strain guarantees a faster population replacement, ensures durable Wolbachia persistence in the wild mosquito population, and requiters fewer releases. On the other hand, the wMelPop strain displays better results for averting dengue infections in the human population.
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Affiliation(s)
| | - Doris Elena Campo-Duarte
- Dept. of Mathematics and Statistics, Universidad Autónoma de Occidente, Cali, Colombia
- Dept. of Mathematics, Universidad del Valle, Cali, Colombia
| | | | - Olga Vasilieva
- Dept. of Mathematics, Universidad del Valle, Cali, Colombia
| | - Mikhail Svinin
- Dept. of Information Science and Engineering, Ritsumeikan University, Kusatsu, Japan
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Bliman PA, Cardona-Salgado D, Dumont Y, Vasilieva O. Implementation of control strategies for sterile insect techniques. Math Biosci 2019; 314:43-60. [PMID: 31176705 DOI: 10.1016/j.mbs.2019.06.002] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 06/05/2019] [Accepted: 06/05/2019] [Indexed: 10/26/2022]
Abstract
In this paper, we propose a sex-structured entomological model that serves as a basis for design of control strategies relying on releases of sterile male mosquitoes (Aedes spp) and aiming at elimination of the wild vector population in some target locality. We consider different types of releases (constant and periodic impulsive), providing sufficient conditions to reach elimination. However, the main part of the paper is focused on the study of the periodic impulsive control in different situations. When the size of wild mosquito population cannot be assessed in real time, we propose the so-called open-loop control strategy that relies on periodic impulsive releases of sterile males with constant release size. Under this control mode, global convergence towards the mosquito-free equilibrium is proved on the grounds of sufficient condition that relates the size and frequency of releases. If periodic assessments (either synchronized with the releases or more sparse) of the wild population size are available in real time, we propose the so-called closed-loop control strategy, under which the release size is adjusted in accordance with the wild population size estimate. Finally, we propose a mixed control strategy that combines open-loop and closed-loop strategies. This control mode renders the best result, in terms of overall time needed to reach elimination and the number of releases to be effectively carried out during the whole release campaign, while requiring for a reasonable amount of released sterile insects.
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Affiliation(s)
- Pierre-Alexandre Bliman
- Sorbonne Université, Université Paris-Diderot SPC, Inria, CNRS, Laboratoire Jacques-Louis Lions, équipe Mamba, Paris, France.
| | | | - Yves Dumont
- CIRAD, Umr AMAP, Pretoria, South Africa; AMAP, Univ Montpellier, CIRAD, CNRS, INRA, IRD, Montpellier, France; University of Pretoria, Department of Mathematics and Applied Mathematics, South Africa.
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Wang X, Zou X. Modeling the Potential Role of Engineered Symbiotic Bacteria in Malaria Control. Bull Math Biol 2019; 81:2569-2595. [PMID: 31161557 DOI: 10.1007/s11538-019-00619-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 05/25/2019] [Indexed: 11/29/2022]
Abstract
Recent experimental study suggests that the engineered symbiotic bacteria Serratia AS1 may provide a novel, effective and sustainable biocontrol of malaria. These recombinant bacteria have been shown to be able to rapidly disseminate throughout mosquito populations and to efficiently inhibit development of malaria parasites in mosquitoes in controlled laboratory experiments. In this paper, we develop a climate-based malaria model which involves both vertical and horizontal transmissions of the engineered Serratia AS1 bacteria in mosquito population. We show that the dynamics of the model system is totally determined by the vector reproduction ratio [Formula: see text], and the basic reproduction ratio [Formula: see text]. If [Formula: see text], then the mosquito-free state is globally attractive. If [Formula: see text] and [Formula: see text], then the disease-free periodic solution is globally attractive. If [Formula: see text] and [Formula: see text], then the positive periodic solution is globally attractive. Numerically, we verify the obtained analytic result and evaluate the effects of releasing the engineered Serratia AS1 bacteria in field by conducting a case study for Douala, Cameroon. We find that ideally, by using Serratia AS1 alone, it takes at least 25 years to eliminate malaria from Douala. This implies that continued long-term investment is needed in the fight against malaria and confirms the necessity of integrating multiple control measures.
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Affiliation(s)
- Xiunan Wang
- Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB, T6G 2G1, Canada.
| | - Xingfu Zou
- Department of Applied Mathematics, University of Western Ontario, London, ON, N6A 5B7, Canada
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The Threshold Infection Level for [Formula: see text] Invasion in a Two-Sex Mosquito Population Model. Bull Math Biol 2019; 81:2596-2624. [PMID: 31161558 DOI: 10.1007/s11538-019-00620-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 05/25/2019] [Indexed: 10/26/2022]
Abstract
In this paper, we formulate a new [Formula: see text] infection model in a two-sex mosquito population with stage structure. Some key factors of [Formula: see text] infection, including cytoplasmic incompatibility (CI), male killing (MK) effect, maternal transmission, fecundity cost due to fitness effect and different mortality rates for infected individuals, are captured. Dynamical analysis has been carried out, and the basic reproduction number [Formula: see text] for [Formula: see text] infection has been calculated. Our analysis shows that [Formula: see text] can establish in a mosquito population if [Formula: see text] is greater than unity. If [Formula: see text] is less than unity, [Formula: see text] establishment still can be achieved if backward bifurcation occurs. Under this circumstance, the initial values lying in the basin of attraction of the stable [Formula: see text]-established equilibrium are essential to guarantee [Formula: see text] establishment. In particular, the method to find the basin of attraction and evaluate the threshold initial values is given. Besides, according to a comparison of different releasing strategies, it is shown that, from the perspective of economy and disease control, keeping the number of infected female mosquitoes to a necessary minimum by relying on higher number of male mosquitoes released is a desirable strategy. Moreover, global and local sensitivity analysis and numerical simulation have been performed to explore the impact of model parameters to the success of population establishment. Our results suggest that low levels of MK effect and fitness costs as well as high levels of CI and maternal inheritance are in favor of [Formula: see text] establishment. Moreover, not considering MK effect and incomplete CI effect may result in the underestimation of the number of infected mosquitoes needed to be released.
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