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Point-of-care characterization and risk-based management of oral lesions in primary dental clinics: A simulation model

Kang, Stella K; Mali, Rahul D; Braithwaite, R Scott; Kerr, Alexander R; McDevitt, John
OBJECTIVES/OBJECTIVE:Oral potentially malignant disorders (OPMDs) encompass histologically benign, dysplastic, and cancerous lesions that are often indistinguishable by appearance and inconsistently managed. We assessed the potential impact of test-and-treat pathways enabled by a point-of-care test for OPMD characterization. MATERIALS AND METHODS/METHODS:We constructed a decision-analytic model to compare life expectancy of test-treat strategies for 60-year-old patients with OPMDs in the primary dental setting, based on a trial for a point-of-care cytopathology tool (POCOCT). Eight strategies of OPMD detection and evaluation were compared, involving deferred evaluation (no further characterization), prompt OPMD characterization using POCOCT measurements, or the commonly recommended usual care strategy of routine referral for scalpel biopsy. POCOCT pathways differed in threshold for additional intervention, including surgery for any dysplasia or malignancy, or for only moderate or severe dysplasia or cancer. Strategies with initial referral for biopsy also reflected varied treatment thresholds in current practice between surgery and surveillance of mild dysplasia. Sensitivity analysis was performed to assess the impact of variation in parameter values on model results. RESULTS:Requisite referral for scalpel biopsy offered the highest life expectancy of 20.92 life-years compared with deferred evaluation (+0.30 life-years), though this outcome was driven by baseline assumptions of limited patient adherence to surveillance using POCOCT. POCOCT characterization and surveillance offered only 0.02 life-years less than the most biopsy-intensive strategy, while resulting in 27% fewer biopsies. When the probability of adherence to surveillance and confirmatory biopsy was ≥ 0.88, or when metastasis rates were lower than reported, POCOCT characterization extended life-years (+0.04 life-years) than prompt specialist referral. CONCLUSION/CONCLUSIONS:Risk-based OPMD management through point-of-care cytology may offer a reasonable alternative to routine referral for specialist evaluation and scalpel biopsy, with far fewer biopsies. In patients who adhere to surveillance protocols, POCOCT surveillance may extend life expectancy beyond biopsy and follow up visual-tactile inspection.
PMCID:7774939
PMID: 33382762
ISSN: 1932-6203
CID: 4747502

Does Reducing Drinking in Patients with Unhealthy Alcohol Use Improve Pain Interference, Use of Other Substances, and Psychiatric Symptoms?

Caniglia, Ellen C; Stevens, Elizabeth R; Khan, Maria; Young, Kailyn E; Ban, Kaoon; Marshall, Brandon D L; Chichetto, Natalie E; Gaither, Julie R; Crystal, Stephen; Edelman, Eva Jennifer; Fiellin, David A; Gordon, Adam J; Bryant, Kendall J; Tate, Janet; Justice, Amy C; Braithwaite, Ronald Scott
BACKGROUND:We aimed to investigate the impact of reducing drinking in patients with unhealthy alcohol use on improvement of chronic pain interference, substance use, and psychiatric symptoms. METHODS:We analyzed longitudinal data from 2003 to 2015 in the Veterans Aging Cohort Study, a prospective, multisite observational study of US veterans, by emulating a hypothetical randomized trial (a target trial). Alcohol use was assessed using the AUDIT questionnaire, and outcome conditions were assessed via validated survey items. Individuals were followed from the first time their AUDIT score was ≥ 8 (baseline), a threshold consistent with unhealthy alcohol use. We compared individuals who reduced drinking (AUDIT < 8) at the next follow-up visit with individuals who did not (AUDIT ≥ 8). We fit separate logistic regression models to estimate odds ratios for improvement of each condition 2 years postbaseline among individuals who had that condition at baseline: moderate or severe pain interference symptoms, tobacco smoking, cannabis use, cocaine use, depressive symptoms, and anxiety symptoms. Inverse probability weighting was used to account for potential selection bias and confounding. RESULTS:Adjusted 2-year odds ratios (95% confidence intervals) for associations between reducing drinking and improvement or resolution of each condition were as follows: 1.49 (0.91, 2.42) for pain interference symptoms, 1.57 (0.93, 2.63) for tobacco smoking, 1.65 (0.92, 2.95) for cannabis use, 1.83 (1.03, 3.27) for cocaine use, 1.11 (0.64, 1.92) for depressive symptoms, and 1.33 (0.80, 2.22) for anxiety symptoms. CONCLUSIONS:We found some evidence for improvement of pain interference symptoms and substance use after reducing drinking among US veterans with unhealthy alcohol use, but confidence intervals were wide.
PMID: 33030753
ISSN: 1530-0277
CID: 4627062

Insights Provided by Depression Screening Regarding Pain, Anxiety, and Substance use in a Veteran Population

Stevens, Elizabeth R; Mazumdar, Medha; Caniglia, Ellen C; Khan, Maria R; Young, Kailyn E; Edelman, E Jennifer; Gordon, Adam J; Fiellin, David A; Maisto, Stephen A; Chichetto, Natalie E; Crystal, Stephan; Gaither, Julie R; Justice, Amy C; Braithwaite, R Scott
OBJECTIVE/UNASSIGNED:We sought to quantify the extent to which a depression screening instrument commonly used in primary care settings provides additional information regarding pain interference symptoms, anxiety, and substance use. METHODS/UNASSIGNED:Veterans Aging Cohort Study (VACS) data collected from 2003 through 2015 was used to calculate odds ratios (OR) for associations between positive depression screening result cutoffs and clustering conditions. We assessed the test performance characteristics (likelihood ratio value, positive predictive value, and the percentage of individuals correctly classified) of a positive Patient Health Questionnaire (PHQ-9 & PHQ-2) depression screen for the identification of pain interference symptoms, anxiety, and substance use. RESULTS/UNASSIGNED:A total 7731 participants were included in the analyses. The median age was 50 years. The PHQ-9 threshold of ≥20 was strongly associated with pain interference symptoms (OR 21.6, 95% CI 17.5-26.7) and anxiety (OR 72.1, 95% CI 52.8-99.0) and yielded likelihood ratio values of 7.5 for pain interference symptoms and 21.8 for anxiety and positive predictive values (PPV) of 84% and 95%, respectively. A PHQ-9 score of ≥10 still showed significant associations with pain interference symptoms (OR 6.1, 95% CI 5.4-6.9) and symptoms of anxiety (OR 11.3, 95% CI 9.7-13.1) and yet yielded lower likelihood ratio values (4.36 & 8.24, respectively). The PHQ-9 was less strongly associated with various forms of substance use. CONCLUSION/UNASSIGNED:Depression screening provides substantial additional information regarding the likelihood of pain interference symptoms and anxiety and should trigger diagnostic assessments for these other conditions.
PMCID:7418233
PMID: 32772883
ISSN: 2150-1327
CID: 4576332

Impact along the HIV pre-exposure prophylaxis "cascade of prevention" in western Kenya: a mathematical modelling study

Bershteyn, Anna; Sharma, Monisha; Akullian, Adam N; Peebles, Kathryn; Sarkar, Supriya; Braithwaite, R Scott; Mudimu, Edinah
INTRODUCTION/BACKGROUND:Over one hundred implementation studies of HIV pre-exposure prophylaxis (PrEP) are completed, underway or planned. We synthesized evidence from these studies to inform mathematical modelling of the prevention cascade for oral and long-acting PrEP in the setting of western Kenya, one of the world's most heavily HIV-affected regions. METHODS:We incorporated steps of the PrEP prevention cascade - uptake, adherence, retention and re-engagement after discontinuation - into EMOD-HIV, an open-source transmission model calibrated to the demography and HIV epidemic patterns of western Kenya. Early PrEP implementation research from East Africa was used to parameterize prevention cascades for oral PrEP as currently implemented, delivery innovations for oral PrEP, and future long-acting PrEP. We compared infections averted by PrEP at the population level for different cascade assumptions and sub-populations on PrEP. Analyses were conducted over the 2020 to 2040 time horizon, with additional sensitivity analyses for the time horizon of analysis and the time when long-acting PrEP becomes available. RESULTS:The maximum impact of oral PrEP diminished by over 98% across all prevention cascades, with the exception of long-acting PrEP under optimistic assumptions about uptake and re-engagement after discontinuation. Long-acting PrEP had the highest population-level impact, even after accounting for possible delays in product availability, primarily because its effectiveness does not depend on drug adherence. Retention was the most significant cascade step reducing the potential impact of long-acting PrEP. These results were robust to assumptions about the sub-populations receiving PrEP, but were highly influenced by assumptions about re-initiation of PrEP after discontinuation, about which evidence was sparse. CONCLUSIONS:Implementation challenges along the prevention cascade compound to diminish the population-level impact of oral PrEP. Long-acting PrEP is expected to be less impacted by user uptake and adherence, but it is instead dependent on product availability in the short term and retention in the long term. To maximize the impact of long-acting PrEP, ensuring timely product approval and rollout is critical. Research is needed on strategies to improve retention and patterns of PrEP re-initiation.
PMCID:7325506
PMID: 32602669
ISSN: 1758-2652
CID: 4504042

EBM's Six Dangerous Words

Braithwaite, R Scott
PMID: 32369132
ISSN: 1538-3598
CID: 4439132

Which Health Systems Provide the Most Health?

Braithwaite, R Scott
PMID: 31913754
ISSN: 1942-7905
CID: 4257422

Cost-effectiveness of direct anti-viral agents for hepatitis C virus infection and a combined intervention of syringe access and medication assisted therapy for opioid use disorders in an injection drug use population

Stevens, Elizabeth R; Nucifora, Kimberly A; Hagan, Holly; Jordan, Ashly E; Uyei, Jennifer; Khan, Bilal; Dombrowski, Kirk; des Jarlais, Don; Braithwaite, R Scott
BACKGROUND:There are too many plausible permutations and scale-up scenarios of combination hepatitis C (HCV) interventions for exhaustive testing in experimental trials. Therefore, we used computer simulation to project the health and economic impact of alternative combination intervention scenarios for people who inject drugs (PWID), focusing on direct anti-viral agents (DAA) and medication-assisted treatment combined with syringe access programs (MAT+). METHODS:We performed an allocative efficiency study using a mathematical model simulating the progression of HCV in PWID and its related consequences. Two previously validated simulations were combined to estimate the cost-effectiveness of intervention strategies that included a range of coverage levels. Analyses were performed from a health sector and societal perspective with a 15-year time horizon and a discount rate of 3%. RESULTS:From a health-sector perspective (excluding criminal justice system-related costs), four potential strategies fell on the cost-efficiency frontier. DAA at 20% coverage had an ICER of $27,251/QALY. Combinations of DAA 20% with MAT+ at 20%, 40%, and 80% coverage had ICERs of $165,985/QALY, $325,860/QALY, and $399,189/QALY, respectively. When analyzed from a societal perspective (including criminal justice system-related costs), DAA 20% with MAT+ 80% was most effective and was cost saving. While DAA 20% with MAT+ 80% was more expensive (e.g., less cost-saving) than MAT+ 80% alone without DAA, it offered favorable value compared to MAT+ 80% alone ($23,932/QALY). CONCLUSION/CONCLUSIONS:When considering health sector costs alone, DAA alone was the most cost-effective intervention. However, with criminal justice system-related costs, DAA and MAT+ implemented together become the most cost-effective interventions.
PMID: 31400755
ISSN: 1537-6591
CID: 4034552

Setting ambitious targets for surveillance and treatment rates among patients with hepatitis C related cirrhosis impacts the cost-effectiveness of hepatocellular cancer surveillance and substantially increases life expectancy: A modeling study

Uyei, Jennifer; Taddei, Tamar H; Kaplan, David E; Chapko, Michael; Stevens, Elizabeth R; Braithwaite, R Scott
BACKGROUND:Hepatocelluar cancer (HCC) is the leading cause of death among people with hepatitis C virus (HCV)-related cirrhosis. Our aim was to determine the optimal surveillance frequency for patients with HCV-related compensated cirrhosis. METHODS:We developed a decision analytic Markov model and validated it against data from the Veterans Outcomes and Costs Associated with Liver Disease (VOCAL) study group and published epidemiologic studies. Four strategies of different surveillance intervals were compared: no surveillance and ultrasound surveillance every 12, 6, and 3 months. We estimated lifetime survival, life expectancy, quality adjusted life years (QALY), total costs associated with each strategy, and incremental cost effectiveness ratios. We applied a willingness to pay threshold of $100,000. Analysis was conducted for two scenarios: a scenario reflecting current HCV and HCC surveillance compliance rates and treatment use and an aspirational scenario. RESULTS:In the current scenario the preferred strategy was 3-month surveillance with an incremental cost-effectiveness ratio (ICER) of $7,159/QALY. In the aspirational scenario, 6-month surveillance was preferred with an ICER of $82,807/QALY because treating more people with HCV led to a lower incidence of HCC. Sensitivity analyses suggested that surveillance every 12 months would suffice in the particular circumstance when patients are very likely to return regularly for testing and when appropriate HCV and HCC treatment is readily available. Compared with the current scenario, the aspirational scenario resulted in a 1.87 year gain in life expectancy for the cohort because of large reductions in decompensated cirrhosis and HCC incidence. CONCLUSIONS:HCC surveillance has good value for money for patients with HCV-related compensated cirrhosis. Investments to improve adherence to surveillance should be made when rates are suboptimal. Surveillance every 12 months will suffice when patients are very likely to return regularly for testing and when appropriate HCV and HCC treatment is readily available.
PMID: 31449554
ISSN: 1932-6203
CID: 4054222

Association of Syndemic Unhealthy Alcohol Use, Cigarette Use, and Depression With All-Cause Mortality Among Adults Living With and Without HIV Infection: Veterans Aging Cohort Study

Chichetto, Natalie E; Kundu, Suman; Freiberg, Matt S; Butt, Adeel A; Crystal, Stephen; So-Armah, Kaku A; Cook, Robert L; Braithwaite, R Scott; Fiellin, David A; Khan, Maria R; Bryant, Kendall J; Gaither, Julie R; Barve, Shirish S; Crothers, Kristina; Bedimo, Roger J; Warner, Alberta L; Tindle, Hilary A
Background/UNASSIGNED:The prevalence and risk of concurrent unhealthy drinking, cigarette use, and depression on mortality among persons living with HIV (PLWH) is unclear. This study applied a syndemic framework to assess whether these co-occurring conditions increase mortality and whether such risk is differential by HIV status. Methods/UNASSIGNED:We evaluated 6721 participants (49.8% PLWH) without baseline cancer from the Veterans Aging Cohort Study, a prospective, observational cohort of PLWH and matched uninfected veterans enrolled in 2002 and followed through 2015. Multivariable Cox proportional hazards regressions estimated risk of a syndemic score (number of conditions: that is, unhealthy drinking, cigarette use, and depressive symptoms) on all-cause mortality by HIV status, adjusting for demographic, health status, and HIV-related factors. Results/UNASSIGNED:= .013), after adjusting for health status and HIV disease progression. Among PLWH and uninfected participants, mortality risk persisted after adjustment for time-updated health status. Conclusions/UNASSIGNED:Syndemic unhealthy drinking, cigarette use, and depression are common and are associated with higher mortality risk among PLWH, underscoring the need to screen for and treat these conditions.
PMCID:6559272
PMID: 31211153
ISSN: 2328-8957
CID: 3939082

Cost-effectiveness of HIV care coordination scale-up among persons at high risk for sub-optimal HIV care outcomes

Stevens, Elizabeth R; Nucifora, Kimberly A; Irvine, Mary K; Penrose, Katherine; Robertson, McKaylee; Kulkarni, Sarah; Robbins, Rebekkah; Abraham, Bisrat; Nash, Denis; Braithwaite, R Scott
BACKGROUND:A study of a comprehensive HIV Care Coordination Program (CCP) showed effectiveness in increasing viral load suppression (VLS) among PLWH in New York City (NYC). We evaluated the cost-effectiveness of a scale-up of the CCP in NYC. METHODS:We incorporated observed effects and costs of the CCP into a computer simulation of HIV in NYC, comparing strategy scale-up with no implementation. The simulation combined a deterministic compartmental model of HIV transmission with a stochastic microsimulation of HIV progression, and was calibrated to NYC HIV epidemiological data from 1997 to 2009. We assessed incremental cost-effectiveness from a health sector perspective using 2017 $US, a 20-year time horizon, and a 3% annual discount rate. We explored two scenarios: (1) two-year average enrollment and (2) continuous enrollment. RESULTS:In scenario 1, scale-up resulted in a cost-per-infection-averted of $898,104 and a cost-per-QALY-gained of $423,721. In sensitivity analyses, scale-up achieved cost-effectiveness if effectiveness increased from RR1.11 to RR1.37 or costs decreased by 41.7%. Limiting the intervention to persons with unsuppressed viral load prior to enrollment (RR1.32) attenuated the cost reduction necessary to 11.5%. In scenario 2, scale-up resulted in a cost-per-infection-averted of $705,171 and cost-per-QALY-gained of $720,970. In sensitivity analyses, scale-up achieved cost-effectiveness if effectiveness increased from RR1.11 to RR1.46 or program costs decreased by 71.3%. Limiting the intervention to persons with unsuppressed viral load attenuated the cost reduction necessary to 38.7%. CONCLUSION/CONCLUSIONS:Cost-effective CCP scale-up would require reduced costs and/or focused enrollment within NYC, but may be more readily achieved in cities with lower background VLS levels.
PMID: 31022280
ISSN: 1932-6203
CID: 3821742