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1.
J Environ Manage ; 339: 117783, 2023 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-37058930

RESUMO

Lowland conifer forests dominated by black spruce (Picea mariana) and tamarack (Larix laricina) typically occur in peatlands in the boreal North American forest with near-surface water tables throughout the year. These forests are ecologically and economically important resources that may be impacted by climate change. However, information characterizing effects of forest disturbance, such as even-aged harvest on water table dynamics is needed to evaluate which forest tree species cover types are most hydrologically susceptible to even-aged harvest and changes in precipitation. We used a chronosequence approach to evaluate water table fluctuations and evapotranspiration across four stand age classes (<10, 15-30, 40-80, and >100-years old) and three distinct forest cover types (productive black spruce, stagnant black spruce, and tamarack) for a period of three years in Minnesota, USA. In general, there is limited evidence for elevated water tables in the younger age classes; the <10-year age class had no significant difference in mean weekly water table depth compared to the older age classes across all cover types. Estimated actual daily evapotranspiration (ET) generally agreed with the water table observations, with the exception of the tamarack cover type where ET was significantly lower in the <10-year age class. Productive black spruce sites that are 40-80-years old had higher evapotranspiration, and lower water table, possibly reflecting increased transpiration associated with the stem exclusion stage of stand development. Tamarack in the 40-80-year age class had higher water tables but no difference in ET compared to all other age classes, indicating that other external factors are driving higher water tables in that age class. To evaluate susceptibility to changing climate, we also assessed the sensitivity and response of water table dynamics to pronounced differences in growing season precipitation that occurred across study years. In general, tamarack forests are more sensitive to changes in precipitation compared to the two black spruce forest cover types. These findings can inform expected responses of site hydrology for a range of precipitation scenarios that may occur under future climate and be used by forest managers to evaluate hydrologic impacts of forest management activities across lowland conifer forest cover types.


Assuntos
Água Subterrânea , Picea , Árvores , Florestas , Taiga , Picea/fisiologia , Água , Mudança Climática
2.
Clin Genet ; 94(1): 22-42, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29120067

RESUMO

The increasing technical complexity and evolving options for repro-genetic testing have direct implications for information processing and decision making, yet the research among patients considering preimplantation genetic diagnosis (PGD) is narrowly focused. This review synthesizes the literature regarding patient PGD decision-making factors, and illuminates gaps for future research and clinical translation. Twenty-five articles met the inclusion criteria for evaluating experiences and attitudes of patients directly involved in PGD as an intervention or considering using PGD. Thirteen reports were focused exclusively on a specific disease or condition. Five themes emerged: (1) patients motivated by prospects of a healthy, genetic-variant-free child, (2) PGD requires a commitment of time, money, energy and emotions, (3) patients concerned about logistics and ethics of discarding embryos, (4) some patients feel sense of responsibility to use available technologies, and (5) PGD decisions are complex for individuals and couples. Patient research on PGD decision-making processes has very infrequently used validated instruments, and the data collected through both quantitative and qualitative designs have been inconsistent. Future research for improving clinical counseling is needed to fill many gaps remaining in the literature regarding this decision-making process, and suggestions are offered.


Assuntos
Tomada de Decisões , Testes Genéticos , Conhecimentos, Atitudes e Prática em Saúde , Diagnóstico Pré-Implantação/psicologia , Emoções , Feminino , Testes Genéticos/ética , Testes Genéticos/métodos , Custos de Cuidados de Saúde , Humanos , Motivação , Gravidez , Diagnóstico Pré-Implantação/ética , Diagnóstico Pré-Implantação/métodos , Pesquisa
3.
J Chem Phys ; 139(16): 166102, 2013 Oct 28.
Artigo em Inglês | MEDLINE | ID: mdl-24182089

RESUMO

Using the (slow-scale) linear noise approximation, we give parameter-independent bounds to the substrate and product intrinsic noise variance for the stochastic Michaelis-Menten approximation at steady state.


Assuntos
Modelos Químicos , Cinética , Processos Estocásticos
4.
J Hosp Infect ; 123: 34-42, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35202748

RESUMO

BACKGROUND: Antimicrobial resistance in Staphylococcus aureus imposes a high disease burden. Both phenotypic and genotypic monitoring are key to understanding and containing emerging resistant strains. AIM: Phenotypic monitoring of emerging resistance in S. aureus and correlation of priority strain phenotypes with whole-genome sequencing (WGS) findings. METHODS: Antimicrobial susceptibility test results of >40,000 isolates from 213 participating hospitals from 2011 to 2019 were exported from the national Japan Nosocomial Infections Surveillance (JANIS) database. Longitudinal and geographic distribution and prevalence of distinct multi-drug resistance phenotypes ('resistance profiles') of S. aureus were examined among hospitals and prefectures. We further conducted a genome sequence analysis of strains with specific resistance profiles of concern. FINDINGS: The overall prevalence of meticillin-resistant S. aureus (MRSA) decreased from 40.3% to 35.1% from 2011 to 2019. However, among dozens of S. aureus resistance profiles, only one profile of a type of MRSA, exhibited a statistically significant increase in inpatient frequency, exceeding 10% during the nine years. This MRSA profile showed resistance to oxacillin, erythromycin and levofloxacin. Analysis of WGS results of S. aureus isolates with this phenotype revealed that most belonged to clonal complex 8, and all carried SCCmec IV, typical of community-acquired MRSA. CONCLUSION: Tracking distinct resistance profiles deepened our understanding of the overall decrease in MRSA and led to recognition of the emergence of a new resistance phenotype. This study provides a model for future epidemiological research on antimicrobial resistance correlating multi-drug resistance phenotypes with selective genome sequencing, which can be applied to other bacterial species.


Assuntos
Staphylococcus aureus Resistente à Meticilina , Infecções Estafilocócicas , Antibacterianos/farmacologia , Resistência a Múltiplos Medicamentos , Farmacorresistência Bacteriana Múltipla/genética , Humanos , Japão/epidemiologia , Testes de Sensibilidade Microbiana , Fenótipo , Infecções Estafilocócicas/epidemiologia , Infecções Estafilocócicas/microbiologia , Staphylococcus aureus
5.
Epidemiol Infect ; 138(6): 873-83, 2010 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-19796449

RESUMO

Antimicrobial resistance is a priority emerging public health threat, and the ability to detect promptly outbreaks caused by resistant pathogens is critical for resistance containment and disease control efforts. We describe and evaluate the use of an electronic laboratory data system (WHONET) and a space-time permutation scan statistic for semi-automated disease outbreak detection. In collaboration with WHONET-Argentina, the national network for surveillance of antimicrobial resistance, we applied the system to the detection of local and regional outbreaks of Shigella spp. We searched for clusters on the basis of genus, species, and resistance phenotype and identified 19 statistical 'events' in a 12-month period. Of the six known outbreaks reported to the Ministry of Health, four had good or suggestive agreement with SaTScan-detected events. The most discriminating analyses were those involving resistance phenotypes. Electronic laboratory-based disease surveillance incorporating statistical cluster detection methods can enhance infectious disease outbreak detection and response.


Assuntos
Surtos de Doenças/estatística & dados numéricos , Farmacorresistência Bacteriana , Disenteria Bacilar/epidemiologia , Shigella/isolamento & purificação , Argentina/epidemiologia , Análise por Conglomerados , Surtos de Doenças/prevenção & controle , Geografia , Humanos , Fenótipo , Vigilância de Evento Sentinela , Shigella/classificação , Shigella/genética
6.
Bioinformatics ; 24(17): 1903-10, 2008 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-18579565

RESUMO

MOTIVATION: In principle, novel genetic circuits can be engineered using standard parts with well-understood functionalities. However, no model based on the simple composition of these parts has become a standard, mainly because it is difficult to define signal exchanges between biological units as unambiguously as in electrical engineering. Corresponding concepts and computational tools for easy circuit design in biology are missing. RESULTS: Taking inspiration from (and slightly modifying) ideas in the 'MIT Registry of Standard Biological Parts', we developed a method for the design of genetic circuits with composable parts. Gene expression requires four kinds of signal carriers: RNA polymerases, ribosomes, transcription factors and environmental 'messages' (inducers or corepressors). The flux of each of these types of molecules is a quantifiable biological signal exchanged between parts. Here, each part is modeled independently by the ordinary differential equations (ODE) formalism and integrated into the software ProMoT (Process Modeling Tool). In this way, we realized a 'drag and drop' tool, where genetic circuits are built just by placing biological parts on a canvas and by connecting them through 'wires' that enable flow of signal carriers, as it happens in electrical engineering. Our simulations of well-known synthetic circuits agree well with published computational and experimental results. AVAILABILITY: The code is available on request from the authors.


Assuntos
Biomimética/métodos , Genes Sintéticos/genética , Engenharia Genética/métodos , Modelos Genéticos , Proteínas/genética , Transdução de Sinais/genética , Simulação por Computador , Desenho Assistido por Computador
7.
J Hosp Infect ; 102(2): 226-233, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30321629

RESUMO

BACKGROUND: Hospital outbreaks of antimicrobial-resistant (AMR) bacteria should be detected and controlled as early as possible. AIM: To develop a framework for automatic detection of AMR outbreaks in hospitals. METHODS: Japan Nosocomial Infections Surveillance (JANIS) is one of the largest national AMR surveillance systems in the world. For this study, all bacterial data in the JANIS database were extracted between 2011 and 2016. WHONET, a free software for the management of microbiology data, and SaTScan, a free cluster detection tool embedded in WHONET, were used to analyse 2015-2016 data of eligible hospitals. Manual evaluation and validation of 10 representative hospitals around Japan were then performed using 2011-2016 data. FINDINGS: Data from 1031 hospitals were studied; mid-sized (200-499 beds) hospitals accounted for 60%, followed by large hospitals (≥500 beds; 24%) and small hospitals (<200 beds; 16%). More clusters were detected in large hospitals. Most of the clusters included five or fewer patients. From the in-depth analysis of 10 hospitals, ∼80% of the detected clusters were unrecognized by infection control staff because the bacterial species involved were not included in the priority pathogen list for routine surveillance. In two hospitals, clusters of more susceptible isolates were detected before outbreaks of more resistant pathogens. CONCLUSION: WHONET-SaTScan can automatically detect clusters of epidemiologically related patients based on isolate resistance profiles beyond lists of high-priority AMR pathogens. If clusters of more susceptible isolates can be detected, it may allow early intervention in infection control practices before outbreaks of more resistant pathogens occur.


Assuntos
Automação Laboratorial/métodos , Infecções Bacterianas/epidemiologia , Infecção Hospitalar/epidemiologia , Surtos de Doenças , Farmacorresistência Bacteriana , Monitoramento Epidemiológico , Infecções Bacterianas/diagnóstico , Infecções Bacterianas/microbiologia , Análise por Conglomerados , Infecção Hospitalar/diagnóstico , Infecção Hospitalar/microbiologia , Humanos , Japão , Software
8.
Am J Med Genet ; 98(2): 129-36, 2001 Jan 15.
Artigo em Inglês | MEDLINE | ID: mdl-11223848

RESUMO

Molecular genetic techniques were used to determine if mutations in the genes encoding anti-Müllerian hormone (AMH) (also known as Müllerian inhibiting substance (MIS)) and its receptor (AMHR) are commonly present in patients with congenital absence of the uterus and vagina (CAUV). Twenty-two CAUV patients and 96 control subjects from diverse ethnic groups were studied after obtaining informed consent. Genomic DNA samples prepared from leukocytes were digested separately with several different restriction enzymes, and the resultant fragments were analyzed for restriction fragment melting polymorphisms (RFMPs) by denaturing gradient gel electrophoresis (DGGE). Electrophoretic mobility of DNA fragments which were 200-700 base pairs in length was compared using polyacrylamide gels that included linear gradients of denaturing solvents designed to separate DNA fragments according to sequence-dependent variation in thermal stability. Two RFMPs were found in the AMH gene in both patients and normal control subjects. One RFMP in the AMHR gene was present at low frequencies in both patients and normal control subjects. No RFMPs specific to CAUV patients were found in either gene. Because no mutations or rare DNA sequence polymorphisms were detected in the AMH and the AMHR genes in this group of CAUV patients, it is unlikely that either gene commonly has an etiologic role in CAUV.


Assuntos
Glicoproteínas , Inibidores do Crescimento/genética , Receptores de Peptídeos/genética , Hormônios Testiculares/genética , Anormalidades Urogenitais/genética , Útero/anormalidades , Vagina/anormalidades , Hormônio Antimülleriano , DNA/análise , Feminino , Humanos , Ductos Paramesonéfricos/crescimento & desenvolvimento , Mutação , Polimorfismo de Fragmento de Restrição , Receptores de Fatores de Crescimento Transformadores beta
9.
Diagn Microbiol Infect Dis ; 25(4): 162-8, 1996 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-8937840

RESUMO

A rich store of detailed information about antimicrobial resistance is at each medical center in paper files inaccessible to analysis or in electronic files too diverse to support a common analytical software. WHONET puts that information on a personal computer at each center in a file code and format that is the same at all centers, so that one software can then fully analyze the files at any center or those merged from many centers. The software monitors the complex matrix of interrelationships between all the measurements of resistance to antimicrobials of tested isolates of each species and of control strains. Differences at a center over time or between centers reflect differences in test performance or in the prevalence of specific resistant strains, which may be tracked. The software helps workers who are knowledgeable about resistance, infection control and clinical use of antimicrobials at any center to control test quality and integrate the management of resistance there. Their ongoing monitoring and experience locally also builds the quality and interpretation of the files merged from many centers.


Assuntos
Resistência Microbiana a Medicamentos , Testes de Sensibilidade Microbiana/instrumentação , Software , Humanos , Testes de Sensibilidade Microbiana/métodos , Sensibilidade e Especificidade , Software/tendências
10.
Behav Brain Res ; 19(2): 117-21, 1986 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-3964404

RESUMO

The lateral rectus muscle of the pigeon eye was driven by stimulation of the abducens nucleus. Eye rotation was measured with an opto-electronic movement detector. Eye position was linearly related to stimulation frequency in the range 40-110 Hz and saturated at frequencies above 250 Hz. Maximum eye velocity of 240 degrees/s was obtained with a stimulation frequency of 360 Hz. Stimulation with sinusoidally modulated pulse frequencies (40-110 Hz) over the modulation frequency range 0.01-6.0 Hz were used to determine the gain and phase relationships of the oculomotor system. The response approximates a first order low pass frequency model with a characteristic frequency of 0.45 Hz at high frequencies. There is an additional phase lag equivalent to a time delay of 9.8 ms. The results are compared with similar experiments performed on the dogfish and cat oculomotor systems.


Assuntos
Nervo Abducente/fisiologia , Columbidae/fisiologia , Movimentos Oculares , Nervo Oculomotor/fisiologia , Animais , Fenômenos Biomecânicos , Gatos , Cação (Peixe) , Estimulação Elétrica , Feminino , Masculino , Modelos Neurológicos , Especificidade da Espécie , Análise de Sistemas
11.
Fertil Steril ; 74(6): 1241-4, 2000 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-11119759

RESUMO

OBJECTIVE: Imperforate hymen is an uncommon anomaly of the reproductive tract, occurring in approximately 0.1% of newborn females. The familial occurrence of imperforate hymen in a child, her mother, and her mother's monozygotic twin is reported. DESIGN: Case report. SETTING: Academic medical center. PATIENT(S): Three affected family members. MAIN OUTCOME MEASURE(S): Karyotype and pedigree analysis. RESULT(S): The proband, presenting with peritonitis, was evaluated at age 12 for imperforate hymen because this condition was diagnosed in her mother at age 14. At age 14, the mother's monozygotic twin was asymptomatic except for primary amenorrhea and was also demonstrated to have imperforate hymen. No other reproductive system abnormalities were known to be present in the remaining family members. Chromosomal structural analysis confirmed that the mother of the proband had no chromosomal abnormalities. CONCLUSION(S): The occurrence of imperforate hymen in two consecutive generations of a family is consistent with a dominant mode of transmission, either sex-linked or autosomal. Previously reported examples of siblings with imperforate hymen suggested a recessive mode of inheritance. Taken together, these cases suggest that imperforate hymen can be caused by mutations in several genes. This case highlights the importance of evaluating all family members of affected patients. Familial examples of other developmental anomalies of the female reproductive tract also suggest a multifactorial genetic etiology.


Assuntos
Doenças em Gêmeos , Genes Dominantes , Hímen/anormalidades , Doenças Vaginais/genética , Adulto , Feminino , Humanos , Cariotipagem , Pessoa de Meia-Idade , Linhagem , Gêmeos Monozigóticos/genética
12.
Arch Pathol Lab Med ; 120(1): 49-52, 1996 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-8554444

RESUMO

OBJECTIVE: To determine the value of repeated Clostridium difficile cytotoxicity assays (CA). DESIGN: All CAs performed during 1993 were retrospectively reviewed and correlated with clinical data. Assays were grouped into episodes, which were defined as one or more successive tests performed on a single patient within 7 days or less of each other. SETTING: A 751-bed tertiary care facility. PATIENTS: All patients with Clostridium difficile CAs submitted to the microbiology laboratory. RESULTS: There were 947 episodes with two or more CAs. In 15 of these episodes, a negative CA result was followed by a positive result, and in 25 cases, a positive result was followed by a negative one. We reviewed the clinical data for these cases. Of the 947 episodes with two or more CAs, the repeated assays provided new information that was used in patient care in fewer than nine cases. Repeated testing within 7 days of an initial CA accounted for 36% of all assays performed, but provided clinically useful information in only about 1% of cases. CONCLUSIONS: Clostridium difficile CAs should not be repeated within a 7-day period.


Assuntos
Clostridioides difficile , Enterocolite Pseudomembranosa/diagnóstico , Enterotoxinas/toxicidade , Toxinas Bacterianas/toxicidade , Técnicas Bacteriológicas/normas , Células Cultivadas , Diarreia/microbiologia , Humanos , Pulmão/efeitos dos fármacos , Pulmão/embriologia , Recidiva , Reprodutibilidade dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade
13.
Mil Med ; 165(7 Suppl 2): 12-5, 2000 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-10920630

RESUMO

Wide use of a succession of different manufactured antimicrobial agents during the past 60 years has prompted the eventual emergence and progressive spread through the world's interconnecting bacterial populations of a growing variety of genes expressing resistance to those agents. The complex processes that spread and link resistance genes into different distributions at different times and places are driven by antimicrobial selection and by contagion. Management of resistance by reducing selection and contagion in a coordinated way requires better information. Most of the information about the spread of resistance exists in laboratory files of isolates at medical centers, and the information about patient antimicrobial use is found in pharmacy files at the same centers. Putting these in a combined database at each center would give a valuable tool to each center's antimicrobial resistance management team. Merging such databases from multiple centers would provide a public health resource for benchmarking, overview surveillance, and general resistometrics.


Assuntos
Controle de Doenças Transmissíveis , Resistência Microbiana a Medicamentos , Antibacterianos/uso terapêutico , Sistemas de Informação em Laboratório Clínico , Doenças Transmissíveis/diagnóstico , Bases de Dados Factuais , Resistência Microbiana a Medicamentos/genética , Humanos , Microbiologia , Farmácia
14.
SCI Nurs ; 13(2): 28-34, 1996 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-8900706

RESUMO

A five year study was conducted to determine the appropriate frequency for routine changing of condom catheters in males with spinal cord injury. One hundred and thirteen outpatient subjects participated in a non-randomized study. Eighty subjects changed their condom catheters on a daily basis, and 33 changed their condom catheters every other day. The subjects were questioned and the clinic record was reviewed by a nurse clinician about the incidence of skin and urinary complications occurring in the previous year. The most common skin complication found in both groups was redness, followed by excoriation. The most common urinary complication reported by both groups was urinary tract infection, followed by bladder and renal stones. There was no significant difference found in the incidence of skin or urinary complications between the subjects who changed their condom catheters daily and those who changed their condom catheters every other day. It is recommended that selected patients can change their condom catheters every other day as long as appropriate guidelines are followed.


Assuntos
Traumatismos da Medula Espinal/complicações , Cateterismo Urinário/enfermagem , Incontinência Urinária/enfermagem , Adulto , Dermatite das Fraldas/etiologia , Humanos , Masculino , Registros de Enfermagem , Cateterismo Urinário/efeitos adversos , Cateterismo Urinário/métodos , Incontinência Urinária/etiologia , Infecções Urinárias/etiologia
15.
SCI Nurs ; 9(4): 111-6, 1992 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-1292085

RESUMO

The purpose of this study was to develop a reliable and valid tool that assesses the cognitive and functional skills needed for self-care in persons with spinal cord injury (SCI). The Self-Care Assessment Tool (SCAT) assesses cognitive and functional skills in eight self-care areas: bathing/grooming, nutritional management, taking medications, mobility/transfers/safety, skin management, bladder management, bowel management and dressing. The tool was carefully developed and has demonstrated content validity. Interrater reliabilities for the cognitive, functional and total scores ranged from .69 to .94 (n = 10). Test-retest reliabilities for the cognitive, functional and total scores ranged from -.06 to .86 (n = 14, 16). Regarding predictive validity, R2 ranged from .61 to .90 for the cognitive, functional and total scores (n = 18). Although continued reliability and validity studies are needed, the SCAT has potential to measure patient rehabilitation outcomes, to evaluate nursing care approaches and to serve as a quality assurance indicator for nursing care.


Assuntos
Avaliação em Enfermagem/normas , Autocuidado , Traumatismos da Medula Espinal/enfermagem , Atividades Cotidianas , Adolescente , Adulto , Idoso , Humanos , Masculino , Pessoa de Meia-Idade , Pesquisa em Avaliação de Enfermagem , Traumatismos da Medula Espinal/fisiopatologia
16.
Clin Microbiol Infect ; 18(3): 268-81, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21793988

RESUMO

Many different definitions for multidrug-resistant (MDR), extensively drug-resistant (XDR) and pandrug-resistant (PDR) bacteria are being used in the medical literature to characterize the different patterns of resistance found in healthcare-associated, antimicrobial-resistant bacteria. A group of international experts came together through a joint initiative by the European Centre for Disease Prevention and Control (ECDC) and the Centers for Disease Control and Prevention (CDC), to create a standardized international terminology with which to describe acquired resistance profiles in Staphylococcus aureus, Enterococcus spp., Enterobacteriaceae (other than Salmonella and Shigella), Pseudomonas aeruginosa and Acinetobacter spp., all bacteria often responsible for healthcare-associated infections and prone to multidrug resistance. Epidemiologically significant antimicrobial categories were constructed for each bacterium. Lists of antimicrobial categories proposed for antimicrobial susceptibility testing were created using documents and breakpoints from the Clinical Laboratory Standards Institute (CLSI), the European Committee on Antimicrobial Susceptibility Testing (EUCAST) and the United States Food and Drug Administration (FDA). MDR was defined as acquired non-susceptibility to at least one agent in three or more antimicrobial categories, XDR was defined as non-susceptibility to at least one agent in all but two or fewer antimicrobial categories (i.e. bacterial isolates remain susceptible to only one or two categories) and PDR was defined as non-susceptibility to all agents in all antimicrobial categories. To ensure correct application of these definitions, bacterial isolates should be tested against all or nearly all of the antimicrobial agents within the antimicrobial categories and selective reporting and suppression of results should be avoided.


Assuntos
Antibacterianos/farmacologia , Bactérias/efeitos dos fármacos , Infecções Bacterianas/microbiologia , Infecção Hospitalar/microbiologia , Farmacorresistência Bacteriana Múltipla , Terminologia como Assunto , Europa (Continente) , Humanos , Testes de Sensibilidade Microbiana/normas
17.
IET Syst Biol ; 5(1): 50, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21261402

RESUMO

Classical sensitivity analysis is routinely used to identify points of fragility or robustness in biochemical networks. However, intracellular systems often contain components that number in the thousands to tens or less and consequently motivate a stochastic treatment. Although methodologies exist to quantify sensitivities in stochastic models, they differ substantially from those used in deterministic regimes. Therefore it is not possible to tell whether observed differences in sensitivity measured in deterministic and stochastic elaborations of the same network are the result of methodology or model form. The authors introduce here a distribution-based methodology to measure sensitivity that is equally applicable in both regimes, and demonstrate its use and applicability on a sophisticated mathematical model of the mouse circadian clock that is available in both deterministic and stochastic variants. The authors use the method to produce sensitivity measurements on both variants. They note that the rank-order sensitivity of the clock to parametric perturbations is extremely well conserved across several orders of magnitude. The data show that the clock is fragile to perturbations in parameters common to the cellular machinery ('global' parameters) and robust to perturbations in parameters that are clock-specific ('local' parameters). The sensitivity measure can be used to reduce the model from its original 73 ordinary differential equations (ODEs) to 18 ODEs and to predict the degree to which parametric perturbation can distort the phase response curve of the clock. Finally, the method is employed to evaluate the effect of transcriptional and translational noise on clock function. [Includes supplementary material].


Assuntos
Modelos Biológicos , Processos Estocásticos , Animais , Modelos Teóricos
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