Search Results - "Johnson, Kaitlyn E."
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Cancer cell population growth kinetics at low densities deviate from the exponential growth model and suggest an Allee effect
Published in PLoS biology (05-08-2019)“…Most models of cancer cell population expansion assume exponential growth kinetics at low cell densities, with deviations to account for observed slowing of…”
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Effects of COVID-19 Vaccination Timing and Risk Prioritization on Mortality Rates, United States
Published in Emerging infectious diseases (01-07-2021)“…During rollout of coronavirus disease vaccination, policymakers have faced critical trade-offs. Using a mathematical model of transmission, we found that…”
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SARS-CoV-2 viral load is associated with risk of transmission to household and community contacts
Published in BMC infectious diseases (05-08-2022)“…Factors that lead to successful SARS-CoV-2 transmission are still not well described. We investigated the association between a case's viral load and the risk…”
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Optimizing COVID-19 testing strategies on college campuses: Evaluation of the health and economic costs
Published in PLoS computational biology (01-12-2023)“…Colleges and universities in the US struggled to provide safe in-person education throughout the COVID-19 pandemic. Testing coupled with isolation is a nimble…”
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Individually optimal choices can be collectively disastrous in COVID-19 disease control
Published in BMC public health (30-04-2021)“…The word 'pandemic' conjures dystopian images of bodies stacked in the streets and societies on the brink of collapse. Despite this frightening picture,…”
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Real-Time Projections of SARS-CoV-2 B.1.1.7 Variant in a University Setting, Texas, USA
Published in Emerging infectious diseases (01-12-2021)“…We used the incidence of spike gene target failures identified during PCR testing to provide an early projection of the prevalence of severe acute respiratory…”
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In the long shadow of our best intentions: Model-based assessment of the consequences of school reopening during the COVID-19 pandemic
Published in PloS one (25-03-2021)“…As the world grapples with the ongoing COVID-19 pandemic, a particularly thorny set of questions surrounds the reopening of primary and secondary (K-12)…”
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Disproportionate impacts of COVID-19 in a large US city
Published in PLoS computational biology (01-06-2023)“…COVID-19 has disproportionately impacted individuals depending on where they live and work, and based on their race, ethnicity, and socioeconomic status…”
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Integrating Quantitative Assays with Biologically Based Mathematical Modeling for Predictive Oncology
Published in iScience (18-12-2020)“…We provide an overview on the use of biological assays to calibrate and initialize mechanism-based models of cancer phenomena. Although artificial intelligence…”
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A multi-state model of chemoresistance to characterize phenotypic dynamics in breast cancer
Published in Scientific reports (13-08-2018)“…The development of resistance to chemotherapy is a major cause of treatment failure in breast cancer. While mathematical models describing the dynamics of…”
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Multifunctional barcoding with ClonMapper enables high-resolution study of clonal dynamics during tumor evolution and treatment
Published in Nature cancer (01-07-2021)“…Lineage-tracing methods have enabled characterization of clonal dynamics in complex populations, but generally lack the ability to integrate genomic,…”
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Integrating transcriptomics and bulk time course data into a mathematical framework to describe and predict therapeutic resistance in cancer
Published in Physical biology (20-11-2020)“…A significant challenge in the field of biomedicine is the development of methods to integrate the multitude of dispersed data sets into comprehensive…”
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Comparative effectiveness of dexamethasone in treatment of hospitalized COVID-19 patients in the United States during the first year of the pandemic: Findings from the National COVID Cohort Collaborative
Published in PloS one (21-03-2024)“…Background Dexamethasone was approved for use in hospitalized COVID-19 patients early in the pandemic based on the RECOVERY trial, but evidence is still needed…”
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Abstract 231: Evaluation of pharmacologic mechanisms to overcome IgG1 antibody (Ab) resistance via quantitative systems pharmacology (QSP) modeling of antibody-dependent cell mediated cytotoxicity (ADCC)
Published in Cancer research (Chicago, Ill.) (01-07-2021)“…Novel therapies that enhance ADCC have the potential to overcome Rituximab (RTX) resistance in lymphoma, which can occur due to e.g. CD20 loss,…”
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Abstract 11: An alternative time-to-event metric that is consistent with tumor response speed and depth, unlike RECIST time to progression
Published in Clinical cancer research (15-06-2020)“…Time to RECIST progression (TTP) is currently used as a surrogate for patient benefit for either accelerated regulatory approval or to study the effects of…”
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Abstract LB-011: Experimentally derived multi-state model of chemoresistance to characterize phenotypic dynamics in breast cancer
Published in Cancer research (Chicago, Ill.) (01-07-2017)“…Although several molecular mechanisms of chemotherapeutic resistance are well studied, the ability to model and predict the dynamic development of resistance…”
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Comparative effectiveness of dexamethasone in treatment of hospitalized COVID-19 patients in the United States during the first year of the pandemic: Findings from the National COVID Cohort Collaborative (N3C) data repository
Published in PloS one (21-03-2024)“…Dexamethasone was approved for use in hospitalized COVID-19 patients early in the pandemic based on the RECOVERY trial, but evidence is still needed to support…”
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