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1.
Nature ; 572(7767): 56-61, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31316207

RESUMO

The radiation-based sterile insect technique (SIT) has successfully suppressed field populations of several insect pest species, but its effect on mosquito vector control has been limited. The related incompatible insect technique (IIT)-which uses sterilization caused by the maternally inherited endosymbiotic bacteria Wolbachia-is a promising alternative, but can be undermined by accidental release of females infected with the same Wolbachia strain as the released males. Here we show that combining incompatible and sterile insect techniques (IIT-SIT) enables near elimination of field populations of the world's most invasive mosquito species, Aedes albopictus. Millions of factory-reared adult males with an artificial triple-Wolbachia infection were released, with prior pupal irradiation of the released mosquitoes to prevent unintentionally released triply infected females from successfully reproducing in the field. This successful field trial demonstrates the feasibility of area-wide application of combined IIT-SIT for mosquito vector control.


Assuntos
Aedes/microbiologia , Aedes/fisiologia , Controle de Mosquitos/métodos , Mosquitos Vetores/microbiologia , Mosquitos Vetores/fisiologia , Wolbachia/patogenicidade , Aedes/crescimento & desenvolvimento , Animais , China , Copulação , Estudos de Viabilidade , Feminino , Humanos , Mordeduras e Picadas de Insetos/prevenção & controle , Larva/crescimento & desenvolvimento , Larva/microbiologia , Larva/fisiologia , Masculino , Mosquitos Vetores/crescimento & desenvolvimento , Controle de Qualidade , Reprodução
2.
Bull Math Biol ; 84(11): 121, 2022 09 16.
Artigo em Inglês | MEDLINE | ID: mdl-36112293

RESUMO

Due to the role of cytoplasmic incompatibility (CI), releasing Wolbachia-infected male mosquitoes into the wild becomes a very promising strategy to suppress the wild mosquito population. When developing a mosquito suppression strategy, our main concerns are how often, and in what amount, should Wolbachia-infected mosquitoes be released under different CI intensity conditions, so that the suppression is most effective and cost efficient. In this paper, we propose a mosquito population suppression model that incorporates suppression and self-recovery under different CI intensity conditions. We adopt the new modeling idea that only sexually active Wolbachia-infected male mosquitoes are considered in the model and assume the releases of Wolbachia-infected male mosquitoes are impulsive and periodic with period T. We particularly study the case where the release period is greater than the sexual lifespan of the Wolbachia-infected male mosquitoes. We define the CI intensity threshold, mosquito release thresholds, and the release period threshold to characterize the model dynamics. The global and local asymptotic stability of the origin and the existence and stability of T-periodic solutions are investigated. Our findings provide useful guidance in designing practical release strategies to control wild mosquitoes.


Assuntos
Aedes , Wolbachia , Animais , Masculino , Conceitos Matemáticos , Modelos Biológicos
3.
J Math Biol ; 84(3): 14, 2022 01 29.
Artigo em Inglês | MEDLINE | ID: mdl-35094148

RESUMO

Based on the idea that only sexually active sterile mosquitoes are included in the modeling process, we study the dynamics of the interactive wild and sterile mosquito model with time delay, which consists of three sub-equations. Due to the fact that the maturation period of sterile mosquitoes bred in the lab or mosquito factories is almost the same time period of wild adult mosquitoes matured from larvae, we particularly assume that the waiting period for two consecutive releases of sterile mosquitoes equals the maturation period of wild mosquitoes, as a new practical sterile mosquito release strategy. We first ingeniously solve the delay model with the initial functions that are solutions of the corresponding equation without delay and we call them "good" solutions. Using these "good" solutions, we then surprisedly obtain sufficient and necessary conditions for the trivial solution and a unique periodic solution of the delay model to be globally asymptotically stable, respectively. We provide a numerical example to demonstrate the model dynamics and brief discussions of our findings as well.


Assuntos
Culicidae , Infertilidade , Animais , Larva , Modelos Biológicos , Mosquitos Vetores
4.
Bull Math Biol ; 83(5): 58, 2021 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-33847843

RESUMO

Mosquito-borne diseases, such as dengue fever and Zika, have posed a serious threat to human health around the world. Controlling vector mosquitoes is an effective method to prevent these diseases. Spraying pesticides has been the main approach of reducing mosquito population, but it is not a sustainable solution due to the growing insecticide resistance. One promising complementary method is the release of Wolbachia-infected mosquitoes into wild mosquito populations, which has been proven to be a novel and environment-friendly way for mosquito control. In this paper, we incorporate consideration of releasing infected sterile mosquitoes and spraying pesticides to aim to reduce wild mosquito populations based on the population replacement model. We present the estimations for the number of wild mosquitoes or infection density in a normal environment and then discuss how to offset the effect of the heatwave, which can cause infected mosquitoes to lose Wolbachia infection. Finally, we give the waiting time to suppress wild mosquito population to a given threshold size by numerical simulations.


Assuntos
Culicidae , Modelos Biológicos , Controle de Mosquitos , Praguicidas , Wolbachia , Animais , Culicidae/microbiologia , Humanos , Controle de Mosquitos/métodos , Controle de Mosquitos/normas , Dinâmica Populacional , Doenças Transmitidas por Vetores/prevenção & controle , Wolbachia/fisiologia
5.
BMC Anesthesiol ; 21(1): 110, 2021 04 10.
Artigo em Inglês | MEDLINE | ID: mdl-33838641

RESUMO

BACKGROUND: Blood transfusion can cause immunosuppression and lead to worse outcomes in patients with digestive tract malignancies; however, the specific mechanism behind this is not completely understood. One theory is that increased numbers of regulatory CD3+CD4+CD25+FOXP3+ T cells (Tregs) and forkhead box protein-3 mRNA (FOXP3) expression in the blood after transfusion contribute to these outcomes. The effect of blood transfusion on immune function in patients with different ABO blood types is variable. This study investigates the effect of intraoperative blood transfusion on the number of Tregs and the expression of FOXP3 in the blood of patients with different ABO blood types and digestive tract malignancies. METHODS: Patients with digestive tract malignancies who underwent radical resection and received intraoperative blood transfusion were divided into four groups according to their blood types:blood group A, blood group B, blood group O and blood group AB (n = 20 for each group). Blood was collected from all patients before surgery, immediately after transfusion, 1 day after transfusion, and 5 days after transfusion. The number of Tregs was measured by flow cytometry. The expression of FOXP3 was detected by real time reverse transcription polymerase chain reaction (RT-PCR). RESULTS: There was no significant difference in the number of Tregs or expression of FOXP3 mRNA among patients with different blood types before surgery. However, the number of Tregs and the expression of FOXP3 increased after blood transfusion in all blood type groups. This increase was especially evident and statistically significant on the first day after blood transfusion when compared with measures obtained before the surgery. Measures returned to the preoperative level five days after surgery. There were significant differences in the increase of Tregs and expression of FOXP3 among patients with different blood types. The greatest increase was seen in patients with blood group B and the least in blood group A. CONCLUSIONS: Intraoperative blood transfusion can lead to an increase in blood Tregs and FOXP3 expression in patients with digestive tract malignancies. Increases were greatest on the first day after surgery and differed among patients with different blood types. Increases were greatest in blood type B and least in blood type A.


Assuntos
Sistema ABO de Grupos Sanguíneos , Transfusão de Sangue , Neoplasias do Sistema Digestório/cirurgia , Fatores de Transcrição Forkhead/sangue , Linfócitos T Reguladores/metabolismo , Feminino , Citometria de Fluxo , Fatores de Transcrição Forkhead/genética , Humanos , Cuidados Intraoperatórios , Masculino , Pessoa de Meia-Idade , RNA Mensageiro/metabolismo
6.
PLoS Comput Biol ; 15(4): e1007017, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-31034470

RESUMO

Gene transcription is a noisy process, and cell division cycle is an important source of gene transcription noise. In this work, we develop a mathematical approach by coupling transcription kinetics with cell division cycles to delineate how they are combined to regulate transcription output and noise. In view of gene dosage, a cell cycle is divided into an early stage [Formula: see text] and a late stage [Formula: see text]. The analytical forms for the mean and the noise of mRNA numbers are given in each stage. The analysis based on these formulas predicts precisely the fold change r* of mRNA numbers from [Formula: see text] to [Formula: see text] measured in a mouse embryonic stem cell line. When transcription follows similar kinetics in both stages, r* buffers against DNA dosage variation and r* ∈ (1, 2). Numerical simulations suggest that increasing cell cycle durations up-regulates transcription with less noise, whereas rapid stage transitions induce highly noisy transcription. A minimization of the transcription noise is observed when transcription homeostasis is attained by varying a single kinetic rate. When the transcription level scales with cellular volume, either by reducing the transcription burst frequency or by increasing the burst size in [Formula: see text], the noise shows only a minor variation over a wide range of cell cycle stage durations. The reduction level in the burst frequency is nearly a constant, whereas the increase in the burst size is conceivably sensitive, when responding to a large random variation of the cell cycle durations and the gene duplication time.


Assuntos
Ciclo Celular , Modelos Biológicos , RNA Mensageiro , Transcrição Gênica , Animais , Ciclo Celular/genética , Ciclo Celular/fisiologia , Linhagem Celular , Biologia Computacional , Camundongos , Dinâmica não Linear , RNA Mensageiro/genética , RNA Mensageiro/metabolismo , Transcrição Gênica/genética , Transcrição Gênica/fisiologia
7.
J Theor Biol ; 472: 95-109, 2019 07 07.
Artigo em Inglês | MEDLINE | ID: mdl-30991073

RESUMO

Due to the lack of vaccines and effective clinical cures, current methods to control mosquito-borne viral diseases such as dengue and Zika are primarily targeting to eradicate the major mosquito vectors. However, traditional means, including larval source reduction and applications of insecticides etc, are not sufficient to keep vector population density below the epidemic risk threshold. An innovative and operational strategy is to release Wolbachia-infected male mosquitoes into wild areas to sterilize wild female mosquitoes by cytoplasmic incompatibility. To help design optimal release strategies before large scale and expensive operations, we started with an age-stage discrete model to track daily abundances of wild female mosquitoes, which fitted the field data collected by Guangzhou Center for Disease Control and Prevention from 2015 to 2017 with an average Pearson correlation coefficient 0.7283. Then, we modeled the Wolbachia interference by introducing the proportional releases of Wolbachia-infected males, and eight optimal release policies which guarantee more than 95% suppression efficiency were sought. Finally, we assessed the robustness of the optimality of the eight release policies by allowing the migration of females or the contamination of Wolbachia-infected females by two further extended mathematical models.


Assuntos
Aedes/crescimento & desenvolvimento , Aedes/microbiologia , Estágios do Ciclo de Vida , Modelos Biológicos , Controle de Mosquitos , Mosquitos Vetores/microbiologia , Wolbachia/fisiologia , Animais , Feminino , Masculino , Reprodutibilidade dos Testes
8.
J Theor Biol ; 462: 247-258, 2019 02 07.
Artigo em Inglês | MEDLINE | ID: mdl-30448462

RESUMO

Mosquito-borne diseases such as dengue fever and Zika kill more than 700,000 people each year in the world. A novel strategy to control these diseases employs the bacterium Wolbachia whose infection in mosquitoes blocks virus replication. The prerequisite for this measure is to release Wolbachia -infected mosquitoes to replace wild population. Due to the fluctuation of environmental conditions for mosquito growth, we develop and analyze a model of differential equations with parameters randomly changing over multiple environmental regimes. By comparing the dynamics between the stochastic system and constructed auxiliary systems, combined with other techniques, we provide sharp estimates on the threshold releasing level for Wolbachia fixation. We define the alarm period of disease transmission to measure the risk of mosquito-borne diseases. Our numerical simulations suggest that more frequent inter-regime transitions help reduce the alarm period, and the disease transmission is more sensitive to the average climatic conditions than the number of sub-regimes over a given time period. Further numerical examples also indicate that the reduction in the waiting time to suppress 95% of wild population is more evident when the releasing amount is increased up to a double of the wild population.


Assuntos
Clima , Modelos Biológicos , Mosquitos Vetores/microbiologia , Controle Biológico de Vetores/métodos , Wolbachia/patogenicidade , Aedes/microbiologia , Aedes/virologia , Animais , Dengue/prevenção & controle , Dengue/transmissão , Replicação Viral , Infecção por Zika virus/prevenção & controle , Infecção por Zika virus/transmissão
9.
J Theor Biol ; 440: 1-11, 2018 03 07.
Artigo em Inglês | MEDLINE | ID: mdl-29248525

RESUMO

To suppress wild population of Aedes mosquitoes, the primary transmission vector of life-threatening diseases such as dengue, malaria, and Zika, an innovative strategy is to release male mosquitoes carrying the bacterium Wolbachia into natural areas to drive female sterility by cytoplasmic incompatibility. We develop a model of delay differential equations, incorporating the strong density restriction in the larval stage, to assess the delicate impact of life table parameters on suppression efficiency. Through mathematical analysis, we find the sufficient and necessary condition for global stability of the complete suppression state. This condition, combined with the experimental data for Aedes albopictus population in Guangzhou, helps us predict a large range of releasing intensities for suppression success. In particular, we find that if the number of released infected males is no less than four times the number of mosquitoes in wild areas, then the mosquito density in the peak season can be reduced by 95%. We introduce an index to quantify the dependence of suppression efficiency on parameters. The invariance of some quantitative properties of the index values under various perturbations of the same parameter justifies the applicability of this index, and the robustness of our modeling approach. The index yields a ranking of the sensitivity of all parameters, among which the adult mortality has the highest sensitivity and is considerably more sensitive than the natural larvae mortality.


Assuntos
Aedes/microbiologia , Infertilidade/microbiologia , Modelos Teóricos , Controle Biológico de Vetores/métodos , Wolbachia/fisiologia , Aedes/parasitologia , Animais , Feminino , Masculino , Modelos Biológicos , Mosquitos Vetores
10.
J Math Biol ; 76(1-2): 235-263, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-28573466

RESUMO

Mosquitoes are primary vectors of life-threatening diseases such as dengue, malaria, and Zika. A new control method involves releasing mosquitoes carrying bacterium Wolbachia into the natural areas to infect wild mosquitoes and block disease transmission. In this work, we use differential equations to describe Wolbachia spreading dynamics, focusing on the poorly understood effect of imperfect maternal transmission. We establish two useful identities and employ them to prove that the system exhibits monomorphic, bistable, and polymorphic dynamics, and give sufficient and necessary conditions for each case. The results suggest that the largest maternal transmission leakage rate supporting Wolbachia spreading does not necessarily increase with the fitness of infected mosquitoes. The bistable dynamics is defined by the existence of two stable equilibria, whose basins of attraction are divided by the separatrix of a saddle point. By exploring the analytical property of the separatrix with some sharp estimates, we find that Wolbachia in a completely infected population could be wiped out ultimately if the initial population size is small. Surprisingly, when the infection shortens the lifespan of infected females that would impede Wolbachia spreading, such a reversion phenomenon does not occur.


Assuntos
Transmissão Vertical de Doenças Infecciosas/prevenção & controle , Modelos Biológicos , Mosquitos Vetores/microbiologia , Controle Biológico de Vetores/métodos , Wolbachia/fisiologia , Aedes/crescimento & desenvolvimento , Aedes/microbiologia , Aedes/virologia , Animais , Biologia Computacional , Dengue/prevenção & controle , Dengue/transmissão , Dengue/virologia , Feminino , Humanos , Transmissão Vertical de Doenças Infecciosas/estatística & dados numéricos , Longevidade , Masculino , Conceitos Matemáticos , Mosquitos Vetores/crescimento & desenvolvimento , Mosquitos Vetores/virologia , Controle Biológico de Vetores/estatística & dados numéricos , Dinâmica Populacional/estatística & dados numéricos
11.
Theor Popul Biol ; 106: 32-44, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26428255

RESUMO

Dengue fever is a mosquito-borne viral disease with 100 million people infected annually. A novel strategy for dengue control uses the bacterium Wolbachia to invade dengue vector Aedes mosquitoes. As the impact of environmental heterogeneity on Wolbachia spread dynamics in natural areas has been rarely quantified, we develop a model of differential equations for which the environmental conditions switch randomly between two regimes. We find some striking phenomena that random regime transitions could drive Wolbachia to extinction from certain initial states confirmed Wolbachia fixation in homogeneous environments, and mosquito releasing facilitates Wolbachia invasion more effectively when the regimes transit frequently. By superimposing the phase spaces of the ODE systems defined in each regime, we identify the threshold curves below which Wolbachia invades the whole population, which extends the theory of threshold infection frequency to stochastic environments.


Assuntos
Aedes/microbiologia , Dengue/prevenção & controle , Modelos Biológicos , Wolbachia/patogenicidade , Animais , Extinção Biológica , Feminino , Humanos , Masculino , Dinâmica Populacional , Infecções por Rickettsia/mortalidade , Infecções por Rickettsia/transmissão , Processos Estocásticos
12.
Chaos ; 25(12): 123101, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-26723140

RESUMO

How energy is consumed in gene expression is largely unknown mainly due to complexity of non-equilibrium mechanisms affecting expression levels. Here, by analyzing a representative gene model that considers complexity of gene expression, we show that negative feedback increases energy consumption but positive feedback has an opposite effect; promoter leakage always reduces energy consumption; generating more bursts needs to consume more energy; and the speed of promoter switching is at the cost of energy consumption. We also find that the relationship between energy consumption and expression noise is multi-mode, depending on both the type of feedback and the speed of promoter switching. Altogether, these results constitute fundamental principles of energy consumption for gene expression, which lay a foundation for designing biologically reasonable gene modules. In addition, we discuss possible biological implications of these principles by combining experimental facts.


Assuntos
Metabolismo Energético/genética , Regulação da Expressão Gênica , Retroalimentação Fisiológica , Cinética , Modelos Genéticos , Regiões Promotoras Genéticas
13.
J Theor Biol ; 363: 223-34, 2014 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-25152214

RESUMO

Gene transcription is a stochastic process, and is often activated by multiple signal transduction pathways. In this work, we study gene transcription activated randomly by two cross-talking pathways, with the messenger RNA (mRNA) molecules being produced in a simple birth and death process. We derive the analytical formulas for the mean and the second moment of mRNA copy numbers and characterize the nature of transcription noise. We find that the stationary noise strength Φ is close to its baseline limit 1 when the mRNA level is high due to strong activation or stable transcription, or the mRNA level is low due to unstable transcription or ineffective mRNA production. If Φ stays well above 1, then the gene is infrequently active but mRNAs are accumulated rapidly once it is active. In this case, the system generates a transcriptional bursting, and the mean mRNA level peaks at a finite time. By examining the nonlinear dependance of Φ on transcriptional efficiency, we show that the maximum noise strength is attained only when the gene is silent in the majority of cells as observed in recent experiments. By comparing the current findings with our previous results in sequential pathway model, we come up with a profound conclusion that parallel, cross-talking pathways tend to increase transcription noise, whereas sequential pathways tend to reduce transcription noise. A further study on gene transcription activated by entangling pathways may help us reveal the subtle connection between the characteristics of transcription noise and the topology of genetic network.


Assuntos
Modelos Biológicos , RNA Mensageiro/biossíntese , Transdução de Sinais/genética , Transcrição Gênica/genética , Simulação por Computador
14.
J Math Biol ; 67(2): 261-91, 2013 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-22638878

RESUMO

Gene expression is the central process in cells, and is stochastic in nature. In this work, we study the mean expression level of, and the expression noise in, a population of isogenic cells, assuming that transcription is activated by two sequential exponential processes of rates κ and λ. We find that the mean expression level often displays oscillatory dynamics, whereas most other models suggest that it always grows monotonically. We show that, given the same average gene off duration, the asymptotic expression noise increases with |κ - λ|, and is thus maximized when either κ → ∞ or λ → ∞, for which the two exponential processes approach to one process. It suggests that natural selection may favor two or more rate-limiting steps for gene transcription activation. Our analysis reveals that, at steady-state, the noise equals the inverse of the mean, plus the normalized covariance of the mRNA and protein copy numbers. This interesting identity partially explains a recent striking finding that the protein noises of many Escherichia coli genes were close to the inverse of the mean protein levels, and simultaneously, the protein and mRNA copy numbers within the individual cells were uncorrelated. We show further that the protein noise is close to the inverse of the mean if the gene is transcribed effectively and almost continuously, and the protein molecules are considerably more stable than the mRNAs. Such phenomenon has been observed repeatedly in the synthetic reporter genes controlled by strong promoters and tagged with fluorescent labels.


Assuntos
Modelos Genéticos , Proteínas/genética , RNA Mensageiro/genética , Seleção Genética/genética , Transcrição Gênica , Análise Numérica Assistida por Computador , Processos Estocásticos
15.
J Biol Dyn ; 17(1): 2285749, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38015718

RESUMO

We formulate simple differential equation models to study the impact of releases of transgenic sterile mosquitoes carrying a dominant lethal on mosquito control based on the modified sterile insects technique. The early acting bisex, late acting bisex, early acting female-killing, and late acting female-killing lethality strategies are all considered. We determine release thresholds of the transgenic sterile mosquitoes, respectively, for these models by investigating the existence of positive equilibria and their stability. We compare the model dynamics, in particular, the thresholds of the models numerically. The late acting lethality strategies are generally more effective than their corresponding early acting lethality strategies, but the comparison between the late acting bisex and early acting female-killing lethality strategies depends on different parameter settings.


Assuntos
Culicidae , Infertilidade , Animais , Feminino , Modelos Biológicos , Animais Geneticamente Modificados , Controle de Mosquitos/métodos , Insetos , Culicidae/genética
16.
Infect Dis Model ; 8(3): 865-880, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37564086

RESUMO

Pseudorabies is a highly contagious disease caused by pseudorabies virus (PRV) or suid herpesvirus 1 (SuHV1), causing significant economic losses to the swine industry in countries where the disease exists. In this paper, we formulate an age structure model of pseudorabies virus that takes into account disease-related mortality and vertical transmission. We find a threshold to determine the stability and existence of the disease. We show that there is always a globally asymptotically stable boundary equilibrium if and only if R02<1+θ, which means that the disease always exists in piglets and will die out in adult pigs. When R02>1+θ, the boundary equilibrium is unstable and there exists a unique disease-endemic equilibrium, which is globally asymptotically stable. We give detailed proofs of our theoretical results and numerical examples. Brief concluding remarks are also provided.

17.
IBRO Neurosci Rep ; 14: 80-85, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36632243

RESUMO

Chronic neuropathic pain (CNP) refers to pain that lasts for more than three months due to a disease or an injury to the somatosensory nervous system. The incidence of CNP has been increasing in the world, causing it to become a global concern and patients often experience spontaneous pain, hyperalgesia, abnormal pain or even abnormal sensation as some of its main symptoms. In addition to serious pain and poor physical health, CNP also negatively affects patients' mental health, thus impacting the overall quality of their lives. The pathogenesis of CNP is not clear, but some studies have proved that central sensitization, peripheral sensitization, neuroinflammation, dysfunction in descending nociceptive modulatory systems, oxidative stress reaction, activation of glial cells and psychological factors play an important role in the occurrence and development of CNP. In this context, this article summarizes the current research progress on the mechanism of CNP to provide a basis for further research in preventing and treating the disease.

18.
Bull Math Biol ; 74(2): 375-98, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21870200

RESUMO

Gene transcription is a central cellular process and is stochastic in nature. The stochasticity has been studied in real cells and in theory, but often for the transcription activated by a single signaling pathway at steady-state. As transcription of many genes is involved with multiple pathways, we investigate how the transcription efficiency and noise is modulated by cross-talking pathways. We model gene transcription as a renewal process for which the gene can be turned on by different pathways. We determine the transcription efficiency by solving a system of differential equations, and obtain the mathematical formula of the noise strength by the Laplace transform and standard techniques in renewal theory. Our numerical examples demonstrate that cross-talking pathways are capable of inducing more cells to transcribe than the steady-state level after a short time period of signal transduction, and creating exceedingly high stationary transcription noise strength. In contrast, it is shown that one signaling pathway alone is unable to do so. Very strikingly, it is observed that the noise strength varies gradually over most values of the system parameters, but changes abruptly over a narrow range in the neighborhoods of some critical parameter values.


Assuntos
Perfilação da Expressão Gênica/estatística & dados numéricos , Regulação da Expressão Gênica , Modelos Genéticos , Transdução de Sinais/genética , Transcrição Gênica , Processos Estocásticos
19.
J Math Biol ; 64(3): 469-94, 2012 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21479816

RESUMO

Sequence specific transcription factors (TFs) are critical to ensuring that genes are transcribed in the right cell at the right time. Often, the gene promoter is flanked by multiple binding sites, some of which can be bound by different types of TFs in the cell. To investigate how the transcription noise is modulated by the competition of these TFs at their shared binding sites, we model gene transcription as a renewal process where the time spent in each transcription cycle is assumed to be independently and identically distributed. With the help of the elementary renewal theorem and the central limit theorem, we prove that the stationary noise strength Φ of transcription frequency equals the noise η (2) of the time spent in a single transcription cycle. Subsequent analysis shows that competitive TF binding could produce an unbounded spectrum of Φ, in sharp contrast to the estimate 1/3 ≤ Φ < for single binding pattern activated transcription. We predict several mechanisms by which genes could stay away from abnormally noisy transcription while living with multiple binding patterns. The most efficient one is to maintain a relatively long engaged time by transcription pausing, interrupting, or other means. Alternatively, high noise strength is prevented if all binding patterns activate transcription strongly. When some binding patterns activate transcription weakly, low noise strength is ensured if the binding pattern with the weakest activation strength is utilized frequently.


Assuntos
Modelos Biológicos , Fatores de Transcrição/metabolismo , Transcrição Gênica , Animais , Humanos , Camundongos , Regiões Promotoras Genéticas , Ligação Proteica , Fatores de Transcrição/genética
20.
Math Biosci ; 346: 108797, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35240131

RESUMO

Different from the discrete-time population models based on evolution of generations or life cycles, we formulate discrete-time homogeneous and stage-structured models with time steps in more general settings such that survivals are included at each time step. We assume that sterile mosquitoes are released and their number in the field is kept at a constant level. We study the interactive dynamics of wild and sterile mosquitoes where only sexually active sterile mosquitoes are considered. We determine threshold values of releases and investigate the interactive dynamics for both homogeneous and stage-structured populations. Numerical examples are provided to confirm and demonstrate the obtained theoretical results.


Assuntos
Culicidae , Infertilidade , Animais , Modelos Biológicos , Dinâmica Populacional , Fatores de Tempo
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