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Ioannou GN, Ferguson JM, O’Hare AM, Bohnert ASB, Backus LI, Boyko EJ, Osborne TF, Maciejewski ML, Bowling CB, Hynes DM, Iwashyna TJ, Saysana M, Green P, Berry K. Changes in the associations of race and rurality with SARS-CoV-2 infection, mortality, and case fatality in the United States from February 2020 to March 2021: A population-based cohort study. PLoS Med 2021; 18:e1003807. [PMID: 34673772 PMCID: PMC8530298 DOI: 10.1371/journal.pmed.1003807] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Accepted: 09/09/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND We examined whether key sociodemographic and clinical risk factors for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection and mortality changed over time in a population-based cohort study. METHODS AND FINDINGS In a cohort of 9,127,673 persons enrolled in the United States Veterans Affairs (VA) healthcare system, we evaluated the independent associations of sociodemographic and clinical characteristics with SARS-CoV-2 infection (n = 216,046), SARS-CoV-2-related mortality (n = 10,230), and case fatality at monthly intervals between February 1, 2020 and March 31, 2021. VA enrollees had a mean age of 61 years (SD 17.7) and were predominantly male (90.9%) and White (64.5%), with 14.6% of Black race and 6.3% of Hispanic ethnicity. Black (versus White) race was strongly associated with SARS-CoV-2 infection (adjusted odds ratio [AOR] 5.10, [95% CI 4.65 to 5.59], p-value <0.001), mortality (AOR 3.85 [95% CI 3.30 to 4.50], p-value < 0.001), and case fatality (AOR 2.56, 95% CI 2.23 to 2.93, p-value < 0.001) in February to March 2020, but these associations were attenuated and not statistically significant by November 2020 for infection (AOR 1.03 [95% CI 1.00 to 1.07] p-value = 0.05) and mortality (AOR 1.08 [95% CI 0.96 to 1.20], p-value = 0.21) and were reversed for case fatality (AOR 0.86, 95% CI 0.78 to 0.95, p-value = 0.005). American Indian/Alaska Native (AI/AN versus White) race was associated with higher risk of SARS-CoV-2 infection in April and May 2020; this association declined over time and reversed by March 2021 (AOR 0.66 [95% CI 0.51 to 0.85] p-value = 0.004). Hispanic (versus non-Hispanic) ethnicity was associated with higher risk of SARS-CoV-2 infection and mortality during almost every time period, with no evidence of attenuation over time. Urban (versus rural) residence was associated with higher risk of infection (AOR 2.02, [95% CI 1.83 to 2.22], p-value < 0.001), mortality (AOR 2.48 [95% CI 2.08 to 2.96], p-value < 0.001), and case fatality (AOR 2.24, 95% CI 1.93 to 2.60, p-value < 0.001) in February to April 2020, but these associations attenuated over time and reversed by September 2020 (AOR 0.85, 95% CI 0.81 to 0.89, p-value < 0.001 for infection, AOR 0.72, 95% CI 0.62 to 0.83, p-value < 0.001 for mortality and AOR 0.81, 95% CI 0.71 to 0.93, p-value = 0.006 for case fatality). Throughout the observation period, high comorbidity burden, younger age, and obesity were consistently associated with infection, while high comorbidity burden, older age, and male sex were consistently associated with mortality. Limitations of the study include that changes over time in the associations of some risk factors may be affected by changes in the likelihood of testing for SARS-CoV-2 according to those risk factors; also, study results apply directly to VA enrollees who are predominantly male and have comprehensive healthcare and need to be confirmed in other populations. CONCLUSIONS In this study, we found that strongly positive associations of Black and AI/AN (versus White) race and urban (versus rural) residence with SARS-CoV-2 infection, mortality, and case fatality observed early in the pandemic were ameliorated or reversed by March 2021.
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Affiliation(s)
- George N. Ioannou
- Divisions of Gastroenterology, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, Washington, United States of America
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
- * E-mail:
| | - Jacqueline M. Ferguson
- Center for Innovation to Implementation, VA Palo Alto Healthcare System, US Department of Veterans Affairs, Palo Alto, California, United States of America
| | - Ann M. O’Hare
- Nephrology, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, Washington, United States of America
| | - Amy S. B. Bohnert
- Department of Psychiatry, University of Michigan Medical School, Ann Arbor, Michigan, United States of America
| | - Lisa I. Backus
- Department of Veterans Affairs, Population Health, Palo Alto Healthcare System, Palo Alto, California, United States of America
| | - Edward J. Boyko
- General Internal Medicine, Veterans Affairs Puget Sound Healthcare System and University of Washington, Seattle, Washington, United States of America
| | - Thomas F. Osborne
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, and Department of Radiology, Stanford University School of Medicine, Stanford, California, United States of America
| | - Matthew L. Maciejewski
- Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, North Carolina, United States of America
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina, United States of America
- Duke-Margolis Center for Health Policy, Duke University School of Medicine, Durham, North Carolina, United States of America
- Division of General Internal Medicine, Duke University School of Medicine, Durham, North Carolina, United States of America
| | - C. Barrett Bowling
- Durham Veterans Affairs Geriatric Research Education and Clinical Center, Durham Veterans Affairs Medical Center (VAMC), Durham, NC and Department of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Denise M. Hynes
- Center of Innovation to Improve Veteran Involvement in Care, VA Portland Healthcare System, Portland, Oregon, United States of America
- Health Management and Policy, School of Social and Behavioral Health Sciences, College of Public Health and Human Sciences, Health Data and Informatics Program, Center for Genome Research and Biocomputing, Oregon State University, Corvallis, Oregon, United States of America
| | - Theodore J. Iwashyna
- Center for Clinical Management Research, VA Ann Arbor Health System, Ann Arbor, Michigan, United States of America
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Melody Saysana
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
| | - Pamela Green
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
| | - Kristin Berry
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington, United States of America
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Ioannou GN, Green P, Fan VS, Dominitz JA, O’Hare AM, Backus LI, Locke E, Eastment MC, Osborne TF, Ioannou NG, Berry K. Development of COVIDVax Model to Estimate the Risk of SARS-CoV-2-Related Death Among 7.6 Million US Veterans for Use in Vaccination Prioritization. JAMA Netw Open 2021; 4:e214347. [PMID: 33822066 PMCID: PMC8025111 DOI: 10.1001/jamanetworkopen.2021.4347] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 02/11/2021] [Indexed: 01/04/2023] Open
Abstract
Importance A strategy that prioritizes individuals for SARS-CoV-2 vaccination according to their risk of SARS-CoV-2-related mortality would help minimize deaths during vaccine rollout. Objective To develop a model that estimates the risk of SARS-CoV-2-related mortality among all enrollees of the US Department of Veterans Affairs (VA) health care system. Design, Setting, and Participants This prognostic study used data from 7 635 064 individuals enrolled in the VA health care system as of May 21, 2020, to develop and internally validate a logistic regression model (COVIDVax) that predicted SARS-CoV-2-related death (n = 2422) during the observation period (May 21 to November 2, 2020) using baseline characteristics known to be associated with SARS-CoV-2-related mortality, extracted from the VA electronic health records (EHRs). The cohort was split into a training period (May 21 to September 30) and testing period (October 1 to November 2). Main Outcomes and Measures SARS-CoV-2-related death, defined as death within 30 days of testing positive for SARS-CoV-2. VA EHR data streams were imported on a data integration platform to demonstrate that the model could be executed in real-time to produce dashboards with risk scores for all current VA enrollees. Results Of 7 635 064 individuals, the mean (SD) age was 66.2 (13.8) years, and most were men (7 051 912 [92.4%]) and White individuals (4 887 338 [64.0%]), with 1 116 435 (14.6%) Black individuals and 399 634 (5.2%) Hispanic individuals. From a starting pool of 16 potential predictors, 10 were included in the final COVIDVax model, as follows: sex, age, race, ethnicity, body mass index, Charlson Comorbidity Index, diabetes, chronic kidney disease, congestive heart failure, and Care Assessment Need score. The model exhibited excellent discrimination with area under the receiver operating characteristic curve (AUROC) of 85.3% (95% CI, 84.6%-86.1%), superior to the AUROC of using age alone to stratify risk (72.6%; 95% CI, 71.6%-73.6%). Assuming vaccination is 90% effective at preventing SARS-CoV-2-related death, using this model to prioritize vaccination was estimated to prevent 63.5% of deaths that would occur by the time 50% of VA enrollees are vaccinated, significantly higher than the estimate for prioritizing vaccination based on age (45.6%) or the US Centers for Disease Control and Prevention phases of vaccine allocation (41.1%). Conclusions and Relevance In this prognostic study of all VA enrollees, prioritizing vaccination based on the COVIDVax model was estimated to prevent a large proportion of deaths expected to occur during vaccine rollout before sufficient herd immunity is achieved.
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Affiliation(s)
- George N. Ioannou
- Division of Gastroenterology, Veterans Affairs Puget Sound Healthcare System, University of Washington, Seattle
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Pamela Green
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - Vincent S. Fan
- Division of Pulmonary, Critical Care, and Sleep, Veterans Affairs Puget Sound Healthcare System, University of Washington, Seattle
| | - Jason A. Dominitz
- Division of Gastroenterology, Veterans Affairs Puget Sound Healthcare System, University of Washington, Seattle
| | - Ann M. O’Hare
- Division of Nephrology, Veterans Affairs Puget Sound Healthcare System, University of Washington, Seattle
| | - Lisa I. Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Healthcare System, Palo Alto, California
| | - Emily Locke
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
| | - McKenna C. Eastment
- Division of Allergy and Infectious Diseases, Veterans Affairs Puget Sound Healthcare System, University of Washington, Seattle
| | - Thomas F. Osborne
- Veterans Affairs Palo Alto Healthcare System, Palo Alto, California
- Department of Radiology, Stanford University School of Medicine, Stanford, California
| | - Nikolas G. Ioannou
- Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle
| | - Kristin Berry
- Research and Development, Veterans Affairs Puget Sound Health Care System, Seattle, Washington
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Belperio PS, Shahoumian TA, Loomis TP, Backus LI. Real-world effectiveness of sofosbuvir/velpatasvir/voxilaprevir in 573 direct-acting antiviral experienced hepatitis C patients. J Viral Hepat 2019; 26:980-990. [PMID: 31012179 DOI: 10.1111/jvh.13115] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/14/2019] [Accepted: 03/23/2019] [Indexed: 12/11/2022]
Abstract
Sofosbuvir/velpatasvir/voxilaprevir (SOF/VEL/VOX) provides a needed hepatitis C virus (HCV) antiviral option for direct-acting antiviral (DAA)-experienced patients. We evaluated the effectiveness of SOF/VEL/VOX for 12 weeks in DAA-experienced patients with genotype 1-4 treated in clinical practice. In this observational cohort analysis from the Veterans Affairs' Clinical Case Registry, 573 DAA-experienced patients initiating SOF/VEL/VOX were included: 490 genotype 1, 20 genotype 2, 51 genotype 3 and 12 genotype 4. Rates of cirrhosis were 32.7%, 30.0%, 49.0% and 58.3%; rates of prior NS5A-experience were 100.0%, 95.0%, 90.2% and 100.0% for genotypes 1-4, respectively. Overall SVR rates were 90.7% (429/473), 90.0% (18/20), 91.3% (42/46) and 100.0% (12/12) for genotypes 1-4, respectively, and were 91.3% (274/300), 88.9% (16/18), 90.2% (37/41) and 100.0% (11/11) for those with prior NS5A + NS5B experience. For genotype 1, SVR rates were similar in patients with prior regimens of ledipasvir/SOF (90.6%, 298/329), elbasvir/grazoprevir (91.2%, 73/80) and ombitasvir/paritaprevir/ritonavir/dasabuvir (90.9%, 70/77). SVR rates in genotype 1, 2 and 3 patients with prior SOF/VEL experience were 78.9% (15/19), 86.7% (13/15) and 84.6% (11/13). In genotype 1-4 patients completing 12 weeks of SOF/VEL/VOX, overall SVR rates were 95.1% (409/430), 89.5% (17/19), 93.3% (42/45) and 100% (12/12). In this diverse real-world cohort of heavily NS5A pretreated patients, SOF/VEL/VOX SVR rates in DAA-experienced patients were high across all genotypes. Genotype 1 patients who had prior experience with the most commonly prescribed NS5A regimens achieved similarly high SVR rates when retreated with SOF/VEL/VOX. For genotypes 1, 2 and 3, patients with prior SOF/VEL experience had lower SVR rates.
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Affiliation(s)
- Pamela S Belperio
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, California
| | - Troy A Shahoumian
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, California
| | - Timothy P Loomis
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, California
| | - Lisa I Backus
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, California
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Backus LI, Belperio PS, Shahoumian TA, Mole LA. Impact of Sustained Virologic Response with Direct-Acting Antiviral Treatment on Mortality in Patients with Advanced Liver Disease. Hepatology 2019; 69:487-497. [PMID: 28749564 DOI: 10.1002/hep.29408] [Citation(s) in RCA: 139] [Impact Index Per Article: 27.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 07/24/2017] [Indexed: 12/22/2022]
Abstract
The impact of sustained virologic response (SVR) on mortality after direct-acting antiviral treatment is not well documented. This study evaluated the impact of direct-acting antiviral-induced SVR on all-cause mortality and on incident hepatocellular carcinoma (HCC) in 15,059 hepatitis C virus-infected patients with advanced liver disease defined by a FIB-4 >3.25. Overall, 1,067 patients did not achieve SVR (no SVR) and 13,992 patients achieved SVR. In a mean follow-up period of approximately 1.6 years, 195 no SVR patients and 598 SVR patients died. Mortality rates were 12.3 deaths/100 patient years of follow-up for no SVR patients and 2.6 deaths/100 patient years for SVR patients, a 78.9% reduction (P < 0.001). Among patients without a prior diagnosis of HCC, 140 no SVR patients and 397 SVR patients were diagnosed with incident HCC. HCC rates were 11.5 HCCs/100 patient years for no SVR patients and 1.9 HCCs/100 patient years for SVR patients, an 83.5% reduction (P < 0.001). In multivariable Cox proportional hazard models controlling for baseline demographics, clinical characteristics, and comorbidities, SVR was independently associated with reduced risk of death compared to no SVR (hazard ratio, 0.26; 95% confidence interval, 0.22-0.31; P < 0.001). A history of decompensated liver disease (hazard ratio, 1.57; 95% confidence interval, 1.34-1.83; P < 0.001) and decreased albumin (hazard ratio, 2.70 per 1 g/dL decrease; 95% confidence interval, 2.38-3.12; P < 0.001) were independently associated with increased risk of death. Conclusion: Those achieving SVR after direct-acting antiviral treatment had significantly lower all-cause mortality and lower incident HCC rates than those who did not achieve SVR.
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Affiliation(s)
- Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Larry A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
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Belperio PS, Chartier M, Gonzalez RI, Park AM, Ross DB, Morgan TR, Backus LI. Hepatitis C Care in the Department of Veterans Affairs: Building a Foundation for Success. Infect Dis Clin North Am 2019; 32:281-292. [PMID: 29778256 DOI: 10.1016/j.idc.2018.02.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The Department of Veterans Affairs (VA) has made significant progress in treating hepatitis C virus, experiencing more than a 75% reduction in veterans remaining to be treated since the availability of oral direct-acting antivirals. Hepatitis C Innovation Teams use lean process improvement and system redesign, resulting in practice models that address gaps in care. The key to success is creative improvements in veteran access to providers, including expanded use of nonphysician providers, video telehealth, and electronic technologies. Population health management tools monitor and identify trends in care, helping the VA tailor care and address barriers.
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Affiliation(s)
- Pamela S Belperio
- Patient Care Services/Population Health, Department of Veterans Affairs, Palo Alto Health Care System, 3801 Miranda Avenue (132), Palo Alto, CA 94304, USA
| | - Maggie Chartier
- HIV, Hepatitis and Related Conditions, Office of Specialty Care Services (10P11I), Department of Veterans Affairs, 810 Vermont Avenue, Washington, DC 20420, USA
| | - Rachel I Gonzalez
- Research Health Care Group, VA Long Beach Health Care System, 5901 East 7th Street, Long Beach, CA 90822, USA
| | - Angela M Park
- New England Veterans Engineering Resource Center, Department of Veterans Affairs, 150 South Huntingtin Avenue, Boston, MA 02130, USA
| | - David B Ross
- HIV, Hepatitis and Related Conditions, Office of Specialty Care Services (10P11I), Department of Veterans Affairs, 810 Vermont Avenue, Washington, DC 20420, USA
| | - Tim R Morgan
- Division of Gastroenterology, VA Long Beach Health Care System, 5901 East 7th Street, Long Beach, CA 90822, USA
| | - Lisa I Backus
- Patient Care Services/Population Health, Department of Veterans Affairs, Palo Alto Health Care System, 3801 Miranda Avenue (132), Palo Alto, CA 94304, USA.
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Belperio PS, Shahoumian TA, Loomis TP, Mole LA, Backus LI. Real-world effectiveness of daclatasvir plus sofosbuvir and velpatasvir/sofosbuvir in hepatitis C genotype 2 and 3. J Hepatol 2019; 70:15-23. [PMID: 30266283 DOI: 10.1016/j.jhep.2018.09.018] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 09/06/2018] [Accepted: 09/17/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIM Understanding the real-world effectiveness of all-oral hepatitis C virus (HCV) regimens informs treatment decisions. We evaluated the effectiveness of daclatasvir + sofosbuvir ± ribavirin (DCV + SOF ± RBV) and velpatasvir/sofosbuvir (VEL/SOF) ± RBV in patients with genotype 2 and genotype 3 infection treated in routine practice. METHODS This observational analysis was carried out in an intent-to-treat cohort of patients with HCV genotype 2 and genotype 3. Sustained virologic response (SVR) analysis was performed in 5,400 patients initiated on DCV + SOF ± RBV or VEL/SOF ± RBV at any Department of Veterans Affairs facility. RESULTS For genotype 2, SVR rates did not differ between DCV + SOF (94.5%) and VEL/SOF (94.4%) or between DCV + SOF + RBV (88.1%) and VEL/SOF + RBV (89.5%). For genotype 3, SVR rates did not differ between DCV + SOF (90.8%) and VEL/SOF (92.0%) or between DCV + SOF + RBV (88.1%) and VEL/SOF + RBV (86.4%). In multivariate models of patients with genotype 2 and 3 infection, the treatment regimen was not a significant predictor of the odds of SVR. For genotype 3, significant predictors of reduced odds of SVR were prior HCV treatment-experience (odds ratio [OR] 0.51, 95% CI 0.36-0.72; p <0.001), FIB-4 >3.25 (OR 0.60; 95%CI 0.43-0.84; p = 0.002) and a history of decompensated liver disease (OR 0.68; 95%CI 0.47-0.98; p = 0.04). For patients with genotype 2 and 3, treated with VEL/SOF ± RBV, 89% and 85% received 12-weeks of treatment, respectively. For DCV + SOF ± RBV, 56% and 20% of patients with HCV genotype 2 received 12-weeks and 24-weeks of treatment, respectively; while 53% and 23% of patients with HCV genotype 3 received 12-weeks and 24-weeks, with most direct-acting antiviral experienced patients receiving 24-weeks. CONCLUSIONS In patients infected with HCV genotype 2 and 3, DCV + SOF ± RBV and VEL/SOF ± RBV produced similar SVR rates within each genotype, and the regimen did not have a significant impact on the odds of SVR. For patients with genotype 3, prior treatment-experience and advanced liver disease were significant predictors of reduced odds of SVR regardless of regimen. LAY SUMMARY In clinical practice, cure rates for hepatitis C virus (HCV) genotype 2 were 94% and cure rates for HCV genotype 3 were 90%. The chance of achieving cure was the same whether a person received daclatasvir plus sofosbuvir or velpatasvir/sofosbuvir. Ribavirin did not affect cure rates. The chance of a cure was lowest in people who had received HCV medication in the past.
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Affiliation(s)
- Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Timothy P Loomis
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Larry A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA.
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Backus LI, Belperio PS, Shahoumian TA, Mole LA. Direct-acting antiviral sustained virologic response: Impact on mortality in patients without advanced liver disease. Hepatology 2018; 68:827-838. [PMID: 29377196 DOI: 10.1002/hep.29811] [Citation(s) in RCA: 120] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 01/11/2018] [Accepted: 01/22/2018] [Indexed: 12/12/2022]
Abstract
UNLABELLED The impact of sustained virologic response (SVR) on mortality after direct-acting antiviral (DAA) treatment is not well documented in patients without advanced liver disease and affects access to treatment. This study evaluated the impact of SVR achieved with interferon-free DAA treatment on all-cause mortality in hepatitis C virus-infected patients without advanced liver disease. This observational cohort analysis was comprised of 103,346 genotype 1, 2, and 3, hepatitis C virus-monoinfected patients without advanced liver disease, defined by FIB-4 ≤3.25 and no diagnosis of cirrhosis, hepatic decompensation, or hepatocellular carcinoma or history of liver transplantation, identified from the Veterans Affairs Hepatitis C Clinical Case Registry. Among 40,664 patients treated with interferon-free DAA regimens, 39,374 (96.8%) achieved SVR and 1,290 (3.2%) patients were No SVR; 62,682 patients constituted the untreated cohort. The mortality rate for SVR patients of 1.18 deaths/100 patient-years was significantly lower than the rates for both No SVR patients (2.84 deaths/100 patient-years; P < 0.001) and untreated patients (3.84 deaths/100 patient-years; P < 0.001). SVR patients with FIB-4 <1.45 and 1.45-3.25 had a 46.0% (P = 0.036) and 63.2% (P < 0.001) reduction in mortality rates, respectively, compared to No SVR patients and 66.7% (P < 0.001) and 70.6% (P < 0.001) reduction in mortality rates, respectively, compared to untreated patients. In multivariate Cox proportional hazard models controlling for baseline demographics, clinical characteristics, and comorbidities, SVR was independently associated with reduced risk of death compared to No SVR (hazard ratio, 0.44; 95% confidence interval, 0.32-0.59; P < 0.001) and compared to untreated patients (hazard ratio, 0.32; 95% confidence interval, 0.29-0.36; P < 0.001). CONCLUSION Successfully treating hepatitis C virus with DAAs in patients without clinically apparent advanced liver disease translates into a significant mortality benefit. (Hepatology 2018).
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Affiliation(s)
- Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Larry A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
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Noska AJ, Belperio PS, Loomis TP, O'Toole TP, Backus LI. Prevalence of Human Immunodeficiency Virus, Hepatitis C Virus, and Hepatitis B Virus Among Homeless and Nonhomeless United States Veterans. Clin Infect Dis 2018; 65:252-258. [PMID: 28379316 DOI: 10.1093/cid/cix295] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 03/27/2017] [Indexed: 12/11/2022] Open
Abstract
Background Veterans are disproportionately affected by human immunodeficiency virus (HIV), hepatitis C virus (HCV), and hepatitis B virus (HBV). Homeless veterans are at particularly high risk for HIV, HCV, and HBV due to a variety of overlapping risk factors, including high rates of mental health disorders and substance use disorders. The prevalence of HIV, HCV, and HBV among homeless veterans nationally is currently unknown. This study describes national testing rates and prevalence of HIV, HCV, and HBV among homeless veterans. Methods Using data from the Department of Veterans Affairs (VA) Corporate Warehouse Data from 2015, we evaluated HIV, HCV, and HBV laboratory testing and infection confirmation rates and diagnoses on the Problem List for nonhomeless veterans and for veterans utilizing homeless services in 2015. Results Among 242740 homeless veterans in VA care in 2015, HIV, HCV, and HBV testing occurred in 63.8% (n = 154812), 78.1% (n = 189508), and 52.8% (n = 128262), respectively. The HIV population prevalence was 1.52% (3684/242740) among homeless veterans, compared with 0.44% (23797/5424685) among nonhomeless veterans. The HCV population prevalence among homeless veterans was 12.1% (29311/242740), compared with 2.7% (148079/5424685) among nonhomeless veterans, while the HBV population prevalence was 0.99% (2395/242740) for homeless veterans and 0.40% (21611/5424685) among nonhomeless veterans. Conclusions To our knowledge this work represents the most comprehensive tested prevalence and population prevalence estimates of HIV, HCV, and HBV among homeless veterans nationally. The data demonstrate high prevalence of HIV, HCV, and HBV among homeless veterans, and reinforce the need for integrated healthcare services along with homeless programming.
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Affiliation(s)
- Amanda J Noska
- Providence VA Medical Center, Division of Infectious Diseases, Providence, Rhode Island
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, California
| | - Timothy P Loomis
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, California
| | - Thomas P O'Toole
- National Center on Homelessness Among Veterans, Homeless PACT Program, Veterans Health Administration Homeless Program Office, Providence, Rhode Island
| | - Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, California
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9
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Backus LI, Shahoumian TA, Belperio PS, Winters M, Prokunina-Olsson L, O'Brien TR, Holodniy M. Impact of IFNL4-∆G genotype on sustained virologic response in hepatitis C genotype 1 patients treated with direct-acting antivirals. Diagn Microbiol Infect Dis 2018; 92:34-36. [PMID: 29866411 DOI: 10.1016/j.diagmicrobio.2018.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 03/10/2018] [Accepted: 04/08/2018] [Indexed: 12/12/2022]
Abstract
In direct acting antiviral (DAA)-treated HCV genotype 1, the sustained virologic response rate with the ∆G/∆G genotype of IFNL4 rs368234815 (86.8%) was significantly lower than with ∆G/TT (95.9%, P = 0.03) or TT/TT (98.6%, P = 0.01). The SVR odds ratio for ∆G/∆G compared to TT/TT was 0.10 (P = 0.03). IFNL4 genotype might predict DAA-response.
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Affiliation(s)
- Lisa I Backus
- Population Health Services, Department of Veterans Affairs, Palo Alto, CA 94304, USA.
| | - Troy A Shahoumian
- Population Health Services, Department of Veterans Affairs, Palo Alto, CA 94304, USA
| | - Pamela S Belperio
- Population Health Services, Department of Veterans Affairs, Palo Alto, CA 94304, USA
| | - Mark Winters
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA 94305, USA
| | - Ludmila Prokunina-Olsson
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Thomas R O'Brien
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Mark Holodniy
- Division of Infectious Diseases and Geographic Medicine, Stanford University, Stanford, CA 94305, USA; Office of Public Health Surveillance & Research, Department of Veterans Affairs, Palo Alto, CA 94304, USA
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10
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Mücke MM, Backus LI, Mücke VT, Coppola N, Preda CM, Yeh ML, Tang LSY, Belperio PS, Wilson EM, Yu ML, Zeuzem S, Herrmann E, Vermehren J. Hepatitis B virus reactivation during direct-acting antiviral therapy for hepatitis C: a systematic review and meta-analysis. Lancet Gastroenterol Hepatol 2018; 3:172-180. [PMID: 29371017 DOI: 10.1016/s2468-1253(18)30002-5] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 12/03/2017] [Accepted: 12/04/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND Direct-acting antiviral (DAA) therapy for chronic hepatitis C virus (HCV) infection might pose a risk for hepatitis B virus (HBV) reactivation in patients coinfected with chronic or resolved HBV infection. The need for HBV antiviral prophylaxis during DAA treatment remains controversial. We aimed to analyse the absolute risk of HBV reactivation in patients with active or resolved HBV infection treated with DAAs for HCV infection. METHODS For this systematic review and meta-analysis, we searched PubMed, Ovid MEDLINE, the Cochrane Central Register of Controlled Trials, and Web of Science from Oct 1, 2010, to Sept 30, 2017, to identify studies of patients with chronic or resolved HBV infection at baseline treated with DAAs for chronic HCV infection. Conference proceedings, abstract books, and references from relevant reviews were also examined for potential studies. Two independent researchers extracted data and assessed quality and risk of bias. Data were pooled by use of random-effects models. The primary outcome was HBV reactivation defined by standardised nomenclature. This study is registered with PROSPERO, number CRD42017065882. FINDINGS We identified 17 observational studies involving 1621 patients with chronic (n=242) or resolved (n=1379) HBV infection treated with different DAAs. The pooled proportion of patients who had HBV reactivation was 24% (95% CI 19-30) in patients with chronic HBV infection and 1·4% (0·8-2·4) in those with resolved HBV infection. In patients with chronic HBV infection, the pooled proportion of patients with HBV-reactivation-related hepatitis was 9% (95% CI 5-16) and the relative risk (RR) of HBV-reactivation-related hepatitis was significantly lower in patients with HBV DNA below the lower limit of quantification at baseline than in those with quantifiable HBV DNA (RR 0·17, 95% CI 0·06-0·50; p=0·0011). Three major clinical events related to HBV reactivation in patients with chronic HBV infection were reported (one patient had liver decompensation and two had liver failure, one of whom required liver transplantation). In patients with resolved HBV infection, no HBV-reactivation-related hepatitis was reported. INTERPRETATION HBV reactivation occurs frequently in patients with chronic HBV and HCV coinfection receiving DAA therapy but is rare among patients with resolved HBV infection. Use of antiviral prophylaxis might be warranted in patients who test positive for hepatitis B surface antigen (HBsAg), particularly those with quantifiable HBV DNA. FUNDING None.
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Affiliation(s)
- Marcus M Mücke
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Victoria T Mücke
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Nicola Coppola
- Department of Mental Health and Public Medicine, University of Campania, Naples, Italy
| | - Carmen M Preda
- Gastroenterology and Hepatology Department, Fundeni Clinical Institute, Bucharest, Romania
| | - Ming-Lun Yeh
- Hepatitis Center and Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Lydia S Y Tang
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Eleanor M Wilson
- Institute of Human Virology, University of Maryland School of Medicine, Baltimore, MD, USA; Division of Infectious Diseases, Department of Medicine, VA Maryland Health Care System, Baltimore, MD, USA
| | - Ming-Lung Yu
- Hepatitis Center and Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Stefan Zeuzem
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Germany
| | - Eva Herrmann
- Institute of Biostatistics and Mathematical Modeling, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Johannes Vermehren
- Department of Internal Medicine 1, University Hospital Frankfurt, Frankfurt am Main, Germany.
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11
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Bhattacharya D, Belperio PS, Shahoumian TA, Loomis TP, Goetz MB, Mole LA, Backus LI. Effectiveness of All-Oral Antiviral Regimens in 996 Human Immunodeficiency Virus/Hepatitis C Virus Genotype 1-Coinfected Patients Treated in Routine Practice. Clin Infect Dis 2018; 64:1711-1720. [PMID: 28199525 DOI: 10.1093/cid/cix111] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 02/01/2017] [Indexed: 12/19/2022] Open
Abstract
Background. Large cohorts are needed to assess human immunodeficiency virus (HIV)/hepatitis C virus (HCV) real-world treatment outcomes. We examined the effectiveness of ledipasvir/sofosbuvir with or without ribavirin (LDV/SOF ± RBV) and ombitasvir/ paritaprevir/ritonavir plus dasabuvir (OPrD) ± RBV in HIV/HCV genotype 1 (GT1)-coinfected patients initiating HCV therapy in clinical practice. Methods. Observational intent-to-treat cohort analysis using the Veterans Affairs Clinical Case Registry to identify HIV/HCV GT1-coinfected veterans initiating 12 weeks of LDV/SOF ± RBV or OPrD ± RBV. Multivariate models of sustained virologic response (SVR) included age, race, cirrhosis, proton pump inhibitor (PPI) prescription, prior HCV treatment, body mass index, genotype subtype, and HCV treatment regimen. Results. Nine hundred ninety-six HIV/HCV GT1-coinfected veterans initiated therapy: 757 LDV/SOF, 138 LDV/SOF + RBV, 28 OPrD, and 73 OPrD + RBV. Overall SVR was 90.9% (823/905); LDV/SOF 92.1% (631/685), LDV/SOF + RBV 86.3% (113/131), OPrD 88.9% (24/27), and OPrD + RBV 88.7% (55/62). SVR was 85.9% (176/205) and 92.4% (647/700) in those with and without cirrhosis (P = .006). SVR was similar between African Americans (90.5% [546/603]) and all others (91.7% [277/302]). PPI use with LDV/SOF ± RBV did not affect SVR (89.7% [131/146] with PPI and 91.5% [613/670] without PPI). Cirrhosis was predictive of reduced SVR (0.51 [95% confidence interval {CI}, .31-.87]; P = .01). Median creatinine change did not differ among patients receiving LDV/SOF and tenofovir disoproxil fumarate (TDF) without a protease inhibitor (PI) (0.18 [interquartile range {IQR}, 0.08-0.30]; n = 372), LDV/SOF and TDF/PI (0.17 [IQR, 0.04-0.30]; n = 100), and LDV/SOF without TDF (0.15 [IQR, 0.00-0.30]; n = 423). Conclusions. SVR rates in HIV/HCV GT1-coinfected patients were high. African American race or PPI use with LDV/SOF ± RBV was not associated with lower SVR rates, but cirrhosis was. Renal function did not worsen on LDV/SOF regimens with TDF.
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Affiliation(s)
- Debika Bhattacharya
- 1 Department of Medicine, Veterans Affairs Greater Los Angeles Health Care System.,2 Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, and
| | - Pamela S Belperio
- 3Population Health Services, Department of Veterans Affairs, Palo Alto Health Care System, California
| | - Troy A Shahoumian
- 3Population Health Services, Department of Veterans Affairs, Palo Alto Health Care System, California
| | - Timothy P Loomis
- 3Population Health Services, Department of Veterans Affairs, Palo Alto Health Care System, California
| | - Matthew B Goetz
- 1 Department of Medicine, Veterans Affairs Greater Los Angeles Health Care System.,2 Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, and
| | - Larry A Mole
- 3Population Health Services, Department of Veterans Affairs, Palo Alto Health Care System, California
| | - Lisa I Backus
- 3Population Health Services, Department of Veterans Affairs, Palo Alto Health Care System, California
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12
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Belperio PS, Shahoumian TA, Mole LA, Backus LI. Evaluation of hepatitis B reactivation among 62,920 veterans treated with oral hepatitis C antivirals. Hepatology 2017; 66:27-36. [PMID: 28240789 DOI: 10.1002/hep.29135] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 02/16/2017] [Accepted: 02/20/2017] [Indexed: 02/06/2023]
Abstract
UNLABELLED Reactivation of hepatitis B virus (HBV) has been reported in hepatitis C virus-infected individuals receiving direct-acting antiviral (DAA) therapy. The overall risk among patients with current or prior HBV infection in the context of DAA treatment is unknown. The aim of this evaluation was to identify and characterize HBV reactivation among veterans treated with oral DAA therapy. This retrospective evaluation included 62,290 hepatitis C virus-infected veterans completing oral DAA treatment. Baseline HBV infection status for each veteran was identified from HBV laboratory data performed prior to DAA initiation. To assess for HBV reactivation and hepatitis we identified all hepatitis B surface antigen (HBsAg), HBV DNA, and alanine aminotransferase results obtained while on DAA treatment or 7 days after. HBV reactivation was defined as a >1000 IU/mL increase in HBV DNA or HBsAg detection in a person who was previously negative. Prior to DAA treatment 85.5% (53,784/62,920) had HBsAg testing and 0.70% (377/53,784) were positive; 84.6% (53,237/62,920) had a hepatitis B surface antibody test, of which 42.2% (22,479/53,237) were positive. In all, 9 of 62,290 patients treated with DAAs had evidence of HBV reactivation occurring while on DAA treatment. Eight occurred in patients known to be HBsAg-positive, and 1 occurred in a patient known to be isolated hepatitis B core antibody-positive. Seventeen other patients had small increases in HBV DNA levels that did not qualify as HBV reactivation. Only 3 of the 9 patients identified with HBV reactivation in this cohort exhibited peak alanine aminotransferase elevations >2 times the upper limit of normal. CONCLUSION HBV reactivation of varying severity, even in the setting of isolated hepatitis B core antibody, with or without accompanying hepatitis can occur-though the occurrence of accompanying severe hepatitis was rare. (Hepatology 2017;66:27-36).
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Affiliation(s)
- Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Larry A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
| | - Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA
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13
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Abstract
The Veterans Health Administration (VHA) is the largest provider of hepatitis C virus (HCV) care nationally and provides health care to >200 000 homeless veterans each year. We used the VHA's Corporate Data Warehouse and HCV Clinical Case Registry to evaluate engagement in the HCV care cascade among homeless and nonhomeless veterans in VHA care in 2015. We estimated that, among 242 740 homeless veterans in care and 5 424 712 nonhomeless veterans in care, 144 964 (13.4%) and 188 156 (3.5%), respectively, had chronic HCV infection. Compared with nonhomeless veterans, homeless veterans were more likely to be diagnosed with chronic HCV infection and linked to HCV care but less likely to have received antiviral therapy despite comparable sustained virologic response rates. Homelessness should not necessarily preclude HCV treatment eligibility with available all-oral antiviral regimens.
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Affiliation(s)
- Amanda J. Noska
- Department of Internal Medicine, Providence VA Medical Center, Providence, RI, USA
| | - Pamela S. Belperio
- Patient Care Services/Population Health Services, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Timothy P. Loomis
- Patient Care Services/Population Health Services, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - Thomas P. O’Toole
- Department of Internal Medicine, Providence VA Medical Center, Providence, RI, USA
| | - Lisa I. Backus
- Patient Care Services/Population Health Services, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
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14
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Affiliation(s)
- David B Ross
- Department of Veterans Affairs, HIV, Hepatitis, and Public Health Pathogens Programs, Washington, DC, USA.
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Maggie Chartier
- Department of Veterans Affairs, HIV, Hepatitis, and Public Health Pathogens Programs, Washington, DC, USA
| | - Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
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15
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Backus LI, Belperio PS, Shahoumian TA, Loomis TP, Mole LA. Real-world effectiveness and predictors of sustained virological response with all-oral therapy in 21,242 hepatitis C genotype-1 patients. Antivir Ther 2016; 22:481-493. [PMID: 27934775 DOI: 10.3851/imp3117] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/04/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Predictors of sustained virological response (SVR) to all-oral HCV regimens can inform nuanced treatment decisions. We evaluated effectiveness and identified predictors of SVR for ledipasvir/sofosbuvir ± ribavirin (LDV/SOF ±RBV) and ombitasvir/paritaprevir/ritonavir + dasabuvir (OPrD) ±RBV in patients treated in routine practice. METHODS Observational, intent-to-treat cohort of 21,142 genotype-1 patients initiating 8 or 12 weeks of LDV/SOF ±RBV or 12 weeks of OPrD ±RBV at any Veterans Affairs facility. Multivariate logistic regression models were constructed to model SVR and identify predictors. RESULTS SVR was 91.2% (9,781/10,720) for LDV/SOF, 89.6% (3,266/3,646) for LDV/SOF+RBV, 91.7% (1,197/1,306) for OPrD and 87.8% (3,365/3,832) for OPrD+RBV. For LDV/SOF ±RBV, reduced odds of SVR occurred in African-Americans (0.80, 95% CI 0.70, 0.92, P<0.001), body mass index (BMI)<25 (0.77, 95% CI 0.66, 0.90, P<0.001), BMI≥30 (0.77, 95% CI 0.67, 0.89, P<0.001), proton pump inhibitors (PPIs; 0.81, 95% CI 0.71, 0.92, P<0.001), decompensated liver disease (0.58, 95% CI 0.45, 0.74, P<0.001) and FIB4>3.25 (0.60, 95% CI 0.53, 0.69, P<0.001). For OPrD ±RBV, FIB-4>3.25 negatively predicted SVR (0.72, 95% CI 0.59, 0.88, P<0.001). Detectable 4-week on-treatment HCV RNA≥15 IU/ml reduced SVR odds for both regimens (LDV/SOF ±RBV OR 0.49, 95% CI 0.41, 0.58, P<0.001; OPrD ±RBV OR 0.38, 95% CI 0.29, 0.50, P<0.001). Receipt of OPrD+RBV compared to LDV/SOF reduced odds of SVR (OR 0.70, 95% CI 0.62, 0.80, P<0.001). Mental health diagnosis did not impact likelihood of SVR. CONCLUSIONS The diversity and size of this cohort allowed for extensive examination of regimen-specific predictors of SVR. FIB-4>3.25 and detectable 4-week on-treatment HCV RNA had the greatest negative impact. African-American race, low or high BMI, and PPIs negatively impacted odds of SVR for LDV/SOF ±RBV. Mental health diagnoses did not.
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Affiliation(s)
- Lisa I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Pamela S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Timothy P Loomis
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - Larry A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
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16
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Backus LI, Belperio PS, Shahoumian TA, Loomis TP, Mole LA. Comparative effectiveness of ledipasvir/sofosbuvir ± ribavirin vs. ombitasvir/paritaprevir/ritonavir + dasabuvir ± ribavirin in 6961 genotype 1 patients treated in routine medical practice. Aliment Pharmacol Ther 2016; 44:400-10. [PMID: 27291852 DOI: 10.1111/apt.13696] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2016] [Revised: 05/03/2016] [Accepted: 05/21/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND Real-world data are needed to inform hepatitis C virus (HCV) treatment decisions. AIM To assess the comparative effectiveness of ledipasvir/sofosbuvir ± ribavirin (LDV/SOF ± RBV) vs. ombitasvir/paritaprevir/ritonavir + dasabuvir (OPrD) ± RBV in genotype 1 HCV patients treated in routine medical practice. METHODS Observational intent-to-treat cohort of genotype 1 patients initiating 8 or 12 weeks of LDV/SOF ± RBV or 12 weeks of OPrD ± RBV. Sustained virological response (SVR) required RNA below the limit of quantification at least 10 weeks after end of treatment. RESULTS 6961 patients initiated LDV/SOF (N = 4478), LDV/SOF + RBV (N = 1269), OPrD (N = 297), and OPrD + RBV (N = 917) at 126 facilities. Intention-to-treat SVR rates were 91.4% (3813/4170) for LDV/SOF, 90.0% (1098/1220) for LDV/SOF + RBV, 95.1% (269/283) for OPrD and 85.8% (746/869) for OPrD + RBV. SVR rates in those completing 8 weeks of LDV/SOF were 91.7% (1223/1333) and 12 weeks of LDV/SOF 94.6% (2475/2615), LDV/SOF + RBV 92.2% (1033/1120), OPrD 98.0% (248/253) and OPrD + RBV 95.5% (705/738). Significant predictors of SVR were African American race (OR 0.71, 95%CI 0.59-0.86, P < 0.001), body mass index (BMI) > 30 kg/m(2) (OR 0.73, 95% CI 0.60-0.89, P = 0.002), FIB4 > 3.25 (OR 0.60, 95% CI 0.49-0.72, P < 0.001), OPrD + RBV compared to LDV/SOF (OR 0.60, 95% CI 0.48-0.76, P < 0.001) and subtype 1b (OR 1.38, 95% CI 1.11-1.71, P = 0.003). For those completing 12 weeks, FIB-4 > 3.25 and high BMI remained significant predictors. CONCLUSIONS In this robust real-world cohort, SVR rates were similar to clinical trials. FIB-4 > 3.25 and high BMI were significant negative predictors of SVR. Reduced odds of SVR in African Americans and with OPrD + RBV likely arose from excess early discontinuation as these factors were no longer significant, when limited to patients completing a 12-week course.
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Affiliation(s)
- L I Backus
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - P S Belperio
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - T A Shahoumian
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - T P Loomis
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
| | - L A Mole
- Department of Veterans Affairs, Population Health Services, Palo Alto Health Care System, Palo Alto, CA, USA
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17
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Backus LI, Belperio PS, Shahoumian TA, Loomis TP, Mole LA. Real-world effectiveness of ledipasvir/sofosbuvir in 4,365 treatment-naive, genotype 1 hepatitis C-infected patients. Hepatology 2016; 64:405-14. [PMID: 27115523 DOI: 10.1002/hep.28625] [Citation(s) in RCA: 161] [Impact Index Per Article: 20.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Accepted: 04/20/2016] [Indexed: 12/18/2022]
Abstract
UNLABELLED Real-world effectiveness data are needed to inform hepatitis C virus (HCV) treatment decisions. The uptake of ledipasvir/sofosbuvir (LDV/SOF) regimens across health care settings has been rapid, but variations often occur in clinical practice. The aim of this study was to assess sustained virologic response (SVR) of LDV/SOF±ribavirin (RBV) in routine medical practice. This observational, intent-to-treat cohort was comprised of 4,365 genotype 1, treatment-naive, HCV-infected veterans treated with LDV/SOF±RBV. SVR rates were 91.3% (3,191/3,495) for LDV/SOF and 92.0% (527/573) for LDV/SOF+RBV (P = 0.65). African American race (odds ratio 0.70, 95% confidence interval 0.54-0.90, P = 0.004) and FIB-4 >3.25 (odds ratio 0.56, 95% confidence interval 0.43-0.71, P < 0.001) were independently associated with decreased likelihood of SVR; age, sex, body mass index, decompensated liver disease, diabetes, genotype 1 subtype, and regimen did not predict SVR. In models limited to those who completed 12 weeks of treatment, African American race was no longer a significant predictor of SVR but FIB-4 >3.25 (odds ratio 0.35, 95% confidence interval 0.24-0.50, P < 0.001) remained. Among those without cirrhosis (defined by FIB-4 ≤3.25) and with baseline HCV RNA<6,000,000 IU/mL, SVR rates were 93.2% (1,020/1,094) for those who completed 8 weeks of therapy and 96.6% (875/906) for those who completed 12 weeks of therapy (P = 0.001). CONCLUSIONS In this real-world cohort, SVR rates with LDV/SOF±RBV nearly matched the rates reported in clinical trials and were consistently high across all subgroups; those without cirrhosis but with HCV RNA<6,000,000 IU/mL were less likely to achieve SVR with 8 weeks compared to 12 weeks of therapy, although the numeric difference in SVR rates was small. (Hepatology 2016;64:405-414).
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Affiliation(s)
- Lisa I Backus
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
| | - Pamela S Belperio
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
| | - Troy A Shahoumian
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
| | - Timothy P Loomis
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
| | - Larry A Mole
- Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
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18
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Shahoumian TA, Phillips BR, Backus LI. Cigarette Smoking, Reduction and Quit Attempts: Prevalence Among Veterans With Coronary Heart Disease. Prev Chronic Dis 2016; 13:E41. [PMID: 27010844 PMCID: PMC4807437 DOI: 10.5888/pcd13.150282] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Introduction Cigarette smoking increases the risk of illness and early death for people with coronary heart disease. In 2010, Brown estimated prevalence rates for smoking among veterans and nonveterans with or without coronary heart disease in the United States, based on the 2003 through 2007 data from the Behavioral Risk Factor Surveillance System (BRFSS). Recent changes in BRFSS methods promise more accurate estimates for veterans. To inform assessment of efforts to reduce smoking, we sought to provide prevalence rates for smoking behaviors among US veterans with coronary heart disease and to compare rates for veterans with those for civilians. Methods We conducted a cross-sectional analysis of participants who responded to BRFSS from 2009 to 2012. Accounting for complex BRFSS sampling, we estimated national prevalence rates by sex for smoking status, frequency, and quit attempts; for those with and those without coronary heart disease; for civilians; for veterans and active duty personnel combined; and, after adjusting for BRFSS mingling of active duty personnel and veterans, for veterans only. We examined differences between veterans and civilians by using age-standardized national estimates. Results Among men with coronary heart disease, more veterans than civilians smoked and more were daily smokers, but veterans were no more likely to attempt to quit. Among women with coronary heart disease, we found no differences between civilians and veterans. Conclusion Cigarette smoking is more prevalent among male veterans with coronary heart disease than among their civilian counterparts. Not distinguishing active duty personnel from veterans can materially affect prevalence estimates intended to apply solely to veterans.
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Affiliation(s)
- Troy A Shahoumian
- Population Health Program, Palo Alto Veterans Health Care System, 3801 Miranda Ave, Palo Alto, CA 94304.
| | - Barbara R Phillips
- Population Health Program, Office of Public Health, Veterans Health Administration, Palo Alto, California. Dr Phillips recently retired
| | - Lisa I Backus
- Population Health Program, Office of Public Health, Veterans Health Administration, Palo Alto, California
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Maier MM, Ross DB, Chartier M, Belperio PS, Backus LI. Cascade of Care for Hepatitis C Virus Infection Within the US Veterans Health Administration. Am J Public Health 2015; 106:353-8. [PMID: 26562129 DOI: 10.2105/ajph.2015.302927] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES We measured the quality of HCV care using a cascade of HCV care model. METHODS We estimated the number of patients diagnosed with chronic HCV, linked to HCV care, treated with HCV antivirals, and having achieved a sustained virologic response (SVR) in the electronic medical record data from the Veterans Health Administration's Corporate Data Warehouse and the HCV Clinical Case Registry in 2013. RESULTS Of the estimated 233,898 patients with chronic HCV, 77% (181,168) were diagnosed, 69% (160,794) were linked to HCV care, 17% (39,388) were treated with HCV antivirals, and 7% (15,983) had achieved SVR. CONCLUSIONS This Cascade of HCV Care provides a clinically relevant model to measure the quality of HCV care within a health care system and to compare HCV care across health systems.
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Affiliation(s)
- Marissa M Maier
- Marissa M. Maier is with the VA Portland Health Care System, Veterans Health Administration (VHA), Portland, OR, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. David B. Ross is with the VA Washington DC Health Care System, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Maggie Chartier is with the VA San Francisco Health Care System, VHA, San Francisco, CA, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Pamela S. Belperio is with the VA Greater Los Angeles Health Care System, VHA, Los Angeles, CA, and the Office of Public Health/Population Health, VHA, Washington, DC. Lisa I. Backus is with the VA Palo Alto Health Care System, VHA, Palo Alto, CA, and the Office of Public Health/Population Health, VHA, Washington, DC
| | - David B Ross
- Marissa M. Maier is with the VA Portland Health Care System, Veterans Health Administration (VHA), Portland, OR, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. David B. Ross is with the VA Washington DC Health Care System, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Maggie Chartier is with the VA San Francisco Health Care System, VHA, San Francisco, CA, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Pamela S. Belperio is with the VA Greater Los Angeles Health Care System, VHA, Los Angeles, CA, and the Office of Public Health/Population Health, VHA, Washington, DC. Lisa I. Backus is with the VA Palo Alto Health Care System, VHA, Palo Alto, CA, and the Office of Public Health/Population Health, VHA, Washington, DC
| | - Maggie Chartier
- Marissa M. Maier is with the VA Portland Health Care System, Veterans Health Administration (VHA), Portland, OR, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. David B. Ross is with the VA Washington DC Health Care System, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Maggie Chartier is with the VA San Francisco Health Care System, VHA, San Francisco, CA, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Pamela S. Belperio is with the VA Greater Los Angeles Health Care System, VHA, Los Angeles, CA, and the Office of Public Health/Population Health, VHA, Washington, DC. Lisa I. Backus is with the VA Palo Alto Health Care System, VHA, Palo Alto, CA, and the Office of Public Health/Population Health, VHA, Washington, DC
| | - Pamela S Belperio
- Marissa M. Maier is with the VA Portland Health Care System, Veterans Health Administration (VHA), Portland, OR, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. David B. Ross is with the VA Washington DC Health Care System, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Maggie Chartier is with the VA San Francisco Health Care System, VHA, San Francisco, CA, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Pamela S. Belperio is with the VA Greater Los Angeles Health Care System, VHA, Los Angeles, CA, and the Office of Public Health/Population Health, VHA, Washington, DC. Lisa I. Backus is with the VA Palo Alto Health Care System, VHA, Palo Alto, CA, and the Office of Public Health/Population Health, VHA, Washington, DC
| | - Lisa I Backus
- Marissa M. Maier is with the VA Portland Health Care System, Veterans Health Administration (VHA), Portland, OR, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. David B. Ross is with the VA Washington DC Health Care System, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Maggie Chartier is with the VA San Francisco Health Care System, VHA, San Francisco, CA, and the Office of Public Health/HIV, Hepatitis, and Public Health Pathogens Programs, VHA, Washington, DC. Pamela S. Belperio is with the VA Greater Los Angeles Health Care System, VHA, Los Angeles, CA, and the Office of Public Health/Population Health, VHA, Washington, DC. Lisa I. Backus is with the VA Palo Alto Health Care System, VHA, Palo Alto, CA, and the Office of Public Health/Population Health, VHA, Washington, DC
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Phillips BR, Shahoumian TA, Backus LI. Surveyed Enrollees in Veterans Affairs Health Care: How They Differ From Eligible Veterans Surveyed by BRFSS. Mil Med 2015; 180:1161-9. [DOI: 10.7205/milmed-d-14-00462] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Backus LI, Belperio PS, Shahoumian TA, Loomis TP, Mole LA. Effectiveness of sofosbuvir-based regimens in genotype 1 and 2 hepatitis C virus infection in 4026 U.S. Veterans. Aliment Pharmacol Ther 2015; 42:559-73. [PMID: 26113432 DOI: 10.1111/apt.13300] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2015] [Revised: 03/14/2015] [Accepted: 06/10/2015] [Indexed: 12/12/2022]
Abstract
BACKGROUND Real-world effectiveness data are needed to inform hepatitis C virus (HCV) treatment decisions. AIM To assess sustained virological response (SVR) of sofosbuvir (SOF)-based regimens in routine medical practice. METHODS Observational, intent-to-treat cohort analysis of genotype 1 and 2 HCV-infected veterans initiating SOF-based regimens with recommended treatment duration of 12 weeks. RESULTS Four thousand and twenty-six veterans with genotype 1 (N = 3203) and genotype 2 (N = 823) comprise the cohort. SVR rates for genotype 1 were 66.8% for SOF + peginterferon + ribavirin (RBV), 75.3% for SOF + simeprevir (SIM), 74.1% for SOF + SIM + RBV and for genotype 2 were 79.0% for SOF + RBV. Genotype 1 patients were less likely to achieve SVR with BMI ≥30 (OR 0.64, 95% CI 0.49-0.84, P < 0.001), a history of decompensated liver disease (OR 0.51, 95% CI 0.36-0.71, P < 0.001), treatment experience (OR 0.58, 95% CI 0.48-0.71, P < 0.001), APRI >2 (OR 0.44, 95% CI 0.36-0.55, P < 0.001) and with SOF + PEG + RBV compared with SOF + SIM (OR 0.50, 95% CI 0.40-0.62, P < 0.001). Age, sex, race/ethnicity, diabetes and genotype subtype did not predict SVR. Odds of achieving SVR with SOF + SIM + RBV did not differ compared with SOF + SIM (OR 1.03, 95% CI 0.75-1.44, P = 0.86). Genotype 2 patients were less likely to achieve SVR with prior treatment experience (OR 0.55, 95% CI 0.35-0.88, P = 0.009) and APRI >2 (OR 0.39, 95% CI 0.25-0.62, P < 0.001). CONCLUSIONS In this real-world cohort, SVR rates were lower than in clinical trials. Genotype 1 and 2 HCV-infected patients with advanced liver disease by APRI >2 or FIB-4 > 3.25 were significantly less likely to achieve SVR. For genotype 1, a SOF + SIM ± RBV regimen was associated with a higher likelihood of SVR.
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Affiliation(s)
- L I Backus
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.,Department of Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - P S Belperio
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - T A Shahoumian
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - T P Loomis
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
| | - L A Mole
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
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Belperio PS, Fox RK, Backus LI. The State of Hepatitis C Care in the VA. Fed Pract 2015; 32:20S-24S. [PMID: 30766108 PMCID: PMC6375505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Primary care providers are increasingly important in the treatment of patients with the hepatitis C virus, especially for the large cohort of veterans born between 1945 and 1965.
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Affiliation(s)
- Pamela S Belperio
- is the National Public Health clinical pharmacy specialist and is the deputy chief consultant, Measurement and Reporting, both with the Office of Public Health/Population Health at the VA Palo Alto Health Care System in California. is professor of clinical medicine, Division of General Internal Medicine at University of California, San Francisco
| | - Rena K Fox
- is the National Public Health clinical pharmacy specialist and is the deputy chief consultant, Measurement and Reporting, both with the Office of Public Health/Population Health at the VA Palo Alto Health Care System in California. is professor of clinical medicine, Division of General Internal Medicine at University of California, San Francisco
| | - Lisa I Backus
- is the National Public Health clinical pharmacy specialist and is the deputy chief consultant, Measurement and Reporting, both with the Office of Public Health/Population Health at the VA Palo Alto Health Care System in California. is professor of clinical medicine, Division of General Internal Medicine at University of California, San Francisco
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Backus LI, Belperio PS, Loomis TP, Han SH, Mole LA. Screening for and prevalence of hepatitis B virus infection among high-risk veterans under the care of the U.S. Department of Veterans Affairs: a case report. Ann Intern Med 2014; 161:926-8. [PMID: 25506867 DOI: 10.7326/l14-5036] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
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Backus LI, Belperio PS, Loomis TP, Mole LA. Impact of race/ethnicity and gender on HCV screening and prevalence among U.S. veterans in Department of Veterans Affairs Care. Am J Public Health 2014; 104 Suppl 4:S555-61. [PMID: 25100421 DOI: 10.2105/ajph.2014.302090] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVES We assessed HCV screening and prevalence among veterans and estimated the potential impact of complete birth cohort screening, accounting for the disparate HCV disease burden by race/ethnicity and gender. METHODS We used the Department of Veterans Affairs (VA) Corporate Data Warehouse to identify birth dates, gender, race/ethnicity, and laboratory tests for veterans with at least 1 VA outpatient visit in 2012. We calculated HCV screening rates, prevalence, and HCV infection incident diagnosis. RESULTS Among 5,499,743 veterans, 54.7% had HCV screening through the VA. In more than 2.9 million veterans screened, HCV prevalence was 6.1% overall and highest among Blacks (11.8%), particularly Black men born in 1945 to 1965 (17.7%). HCV infection incident diagnosis in 2012 was 5.9% for men and 2.3% for women. An estimated additional 48,928 male veterans, including 12,291 Black men, and 1484 female veterans would potentially be identified as HCV infected with full birth cohort screening. CONCLUSIONS HCV prevalence was markedly elevated among veterans born in 1945 to 1965, with substantial variation by race/ethnicity and gender. Full adoption of birth cohort screening may reveal substantial numbers of veterans with previously unknown HCV infection.
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Affiliation(s)
- Lisa I Backus
- Lisa I. Backus, Pamela S. Belperio, Timothy P. Loomis, and Larry A. Mole are with the Department of Veterans Affairs, Office of Public Health/Population Health, Washington, DC. Lisa Backus is also with the Department of Medicine, VA Palo Alto Health Care System, Palo Alto, CA. Pamela S. Belperio is also with the Department of Pharmacy, VA Greater Los Angeles Health Care System, Los Angeles, CA
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Belperio PS, Backus LI, Ross D, Neuhauser MM, Mole LA. A population approach to disease management: hepatitis C direct-acting antiviral use in a large health care system. J Manag Care Spec Pharm 2014; 20:533-40. [PMID: 24856591 PMCID: PMC10438086 DOI: 10.18553/jmcp.2014.20.6.533] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The introduction of the first direct-acting antiviral agents (DAAs) for the treatment of hepatitis C virus (HCV), telaprevir and boceprevir, marked a unique event in which 2 disease-changing therapies received FDA approval at the same time. Comparative safety and effectiveness data in real-world populations upon which to make formulary decisions did not exist. OBJECTIVE To describe the implementation, measurement, and outcomes of an enduring population-based approach of surveillance of medication management for HCV. METHODS The foundation of the population approach to HCV medication management used by the Department of Veterans Affairs (VA) relied upon a basic framework of (a) providing data for effective regional and local management, (b) education and training, (c) real-time oversight and feedback from a higher organization level, and (d) prompt outcome sharing. These population-based processes spanned across the continuum of the direct-acting antiviral oversight process. We used the VA's HCV Clinical Case Registry-which includes pharmacy, laboratory, and diagnosis information for all HCV-infected veterans from all VA facilities-to assess DAA treatment eligibility, DAA uptake and timing, appropriate use of DAAs including HCV RNA monitoring and medication possession ratios (MPR), nonconcordance with guidance for adjunct erythropoiesis-stimulating agent (ESA) and granulocyte colony-stimulating factor (GCSF) use, hematologic adverse effects, discontinuation rates, and early and sustained virologic responses. Training impact was assessed via survey and change in pharmacist scope of practice. RESULTS One year after FDA approval, DAAs had been prescribed at 120 of 130 VA facilities. Over 680 VA providers participated in live educational training programs including 380 pharmacists, and pharmacists with a scope of practice for HCV increased from 59 to 110 pharmacists (86%). HCV RNA futility testing improved such that only 1%-3% of veterans did not have appropriate testing compared with 15%-17% 6 months earlier. By facility, the median proportion of veterans with MPR ≥ 0.95 remained 80% for those prescribed boceprevir; for telaprevir, the median proportion was 75% and improved to 80% 6 months later. Nonconcordance with VA medication guidance was as follows: receipt of an ESA without dose reducing ribavirin, 30% boceprevir, 45% telaprevir; ESA initiated with a hemoglobin greater than 10 g/dL, 42% boceprevir, 25% telaprevir; receipt of GCSF with absolute neutrophil count above the criteria threshold, 84%. CONCLUSIONS This clinically focused, comprehensive, population-based medication management approach affected real-time change in health services, practice, and outcomes evidenced by widespread and rapid DAA uptake, improved HCV RNA monitoring, attention to adherence, and more appropriate management of DAA-related anemia. Timely outcome sharing provided decision makers and clinicians evidence to support current HCV practices.
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Affiliation(s)
- Pamela S. Belperio
- Department of Veterans Affairs, 3801 Miranda Ave. (132), Palo Alto, CA 94304.
| | - Lisa I. Backus
- Department of Veterans Affairs, 3801 Miranda Ave. (132), Palo Alto, CA 94304.
| | - David Ross
- Department of Veterans Affairs, 3801 Miranda Ave. (132), Palo Alto, CA 94304.
| | | | - Larry A. Mole
- Department of Veterans Affairs, 3801 Miranda Ave. (132), Palo Alto, CA 94304.
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Backus LI, Belperio PS, Shahoumian TA, Cheung R, Mole LA. Comparative effectiveness of the hepatitis C virus protease inhibitors boceprevir and telaprevir in a large U.S. cohort. Aliment Pharmacol Ther 2014; 39:93-103. [PMID: 24206566 DOI: 10.1111/apt.12546] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2013] [Revised: 09/05/2013] [Accepted: 10/16/2013] [Indexed: 12/22/2022]
Abstract
BACKGROUND Limited data exist on the effectiveness of boceprevir and telaprevir in routine practice. AIM To assess the comparative effectiveness of boceprevir and telaprevir regimens. METHODS In this observational, intent-to-treat cohort analysis of hepatitis C genotype 1-infected veterans initiated on peginterferon/ribavirin and boceprevir (n = 661) or telaprevir (n = 198), we determined sustained virological response (SVR), treatment discontinuation rates and adverse haematological events. Inverse probability-of-treatment weighting (IPTW) was used to estimate the effect of one drug over the other, with matched pairs and unweighted logistic regression on the entire cohort for comparison. RESULTS Of 835 veterans, SVR occurred in 50% and 52% receiving boceprevir- and telaprevir-based treatment, respectively (P = 0.72). No significant differences occurred among subgroups: cirrhotics (37% vs. 39%, P = 0.94), null responders (23% vs. 18%, P = 0.81), partial responders (39% vs. 58%, P = 0.15) and relapsers (60% vs. 77%, P = 0.11). Early discontinuation rates for boceprevir and telaprevir, respectively, were 31% and 28% by week 24 (P = 0.46) and 54% and 45% by 48 weeks (in those completing at least 28 weeks) (P = 0.14). Choice of telaprevir over boceprevir was significantly associated with SVR in multivariate models (IPTW OR: 1.57, 95% CI: 1.10-2.25, P = 0.01; matched-pairs OR: 1.91, 95% CI: 1.23-3.00, P = 0.004; unweighted OR: 1.50 95% CI: 1.05-2.14, P = 0.02). Rates of haematological adverse events in boceprevir- and telaprevir-treated patients were as follows: anaemia 59% vs. 51%, P = 0.30, thrombocytopenia 41% vs. 48%, P = 0.26, neutropenia 41% vs. 27%, P = 0.04. CONCLUSIONS Sustained virological response was more likely with telaprevir-based regimens compared with boceprevir-based regimens in routine medical practice, after accounting for patient differences. Early discontinuation and haematological events, however, were similar.
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Affiliation(s)
- L I Backus
- Office of Public Health/Population Health Program, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA; Department of Medicine, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA
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Rongey C, Shen H, Hamilton N, Backus LI, Asch SM, Knight S. Impact of rural residence and health system structure on quality of liver care. PLoS One 2013; 8:e84826. [PMID: 24386420 PMCID: PMC3873451 DOI: 10.1371/journal.pone.0084826] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2013] [Accepted: 11/21/2013] [Indexed: 02/07/2023] Open
Abstract
Background Specialist physician concentration in urban areas can affect access and quality of care for rural patients. As effective drug treatment for hepatitis C (HCV) becomes increasingly available, the extent to which rural patients needing HCV specialists face access or quality deficits is unknown. We sought to determine the influence of rural residency on access to HCV specialists and quality of liver care. Methods The study used a national cohort of 151,965 Veterans Health Administration (VHA) patients with HCV starting in 2005 and followed to 2009. The VHA’s constant national benefit structure reduces the impact of insurance as an explanation for observed disparities. Multivariate cox proportion regression models for each quality indicator were performed. Results Thirty percent of VHA patients with HCV reside in rural and highly rural areas. Compared to urban residents, highly rural (HR 0.70, CI 0.65-0.75) and rural (HR 0.96, CI 0.94-0.97) residents were significantly less likely to access HCV specialty care. The quality indicators were more mixed. While rural residents were less likely to receive HIV screening, there were no significant differences in hepatitis vaccinations, endoscopic variceal and hepatocellular carcinoma screening between the geographic subgroups. Of note, highly rural (HR 1.31, CI 1.14-1.50) and rural residents (HR 1.06, CI 1.02-1.10) were more likely to receive HCV therapy. Of those treated for HCV, a third received therapy from a non-specialist provider. Conclusion Rural patients have less access to HCV specialists, but this does not necessarily translate to quality deficits. The VHA's efforts to improve specialty care access, rural patient behavior and decentralization of HCV therapy beyond specialty providers may explain this contradiction. Lessons learned within the VHA are critical for US healthcare systems restructuring into accountable care organizations that acquire features of integrated systems.
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Affiliation(s)
- Catherine Rongey
- Department of Medicine, Veterans Affairs Medical Center and University of California San Francisco, San Francisco, California, United States of America
- * E-mail:
| | - Hui Shen
- Department of Biostatics and Epidemiology, University of California San Francisco, San Francisco, California, United States of America
| | - Nathan Hamilton
- Department of Biostatics and Epidemiology, University of California San Francisco, San Francisco, California, United States of America
| | - Lisa I. Backus
- Department of Medicine, Veterans Affairs Medical Center, Palo Alto, California, United States of America
- Office of Public Health and Population Health, Department of Veterans Affairs, Washington, District of Columbia, United States of America
| | - Steve M. Asch
- Department of Medicine, Veterans Affairs Medical Center, Palo Alto, California, United States of America
- Department of Medicine, Stanford University, Stanford, California, United States of America
| | - Sara Knight
- Departments of Psychiatry and Urology, Veterans Affairs Medical Center, San Francisco, California, United States of America
- Office of Research and Development, Department of Veterans Affairs, Washington, District of Columbia, United States of America
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Backus LI, Belperio PS. Impact of sustained virologic response on all-cause mortality. Hepatology 2013; 58:1508-10. [PMID: 23703903 DOI: 10.1002/hep.26504] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Revised: 04/08/2013] [Accepted: 04/23/2013] [Indexed: 12/19/2022]
Affiliation(s)
- Lisa I Backus
- Office of Public Health/Population Health, Department of Veterans Affairs, Palo Alto Health Care System, Palo Alto, CA
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Backus LI, Belperio PS, Loomis TP, Yip GH, Mole LA. Hepatitis C virus screening and prevalence among US veterans in Department of Veterans Affairs care. JAMA Intern Med 2013; 173:1549-52. [PMID: 23835865 DOI: 10.1001/jamainternmed.2013.8133] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Affiliation(s)
- Lisa I Backus
- Population Health/Office of Public Health, Palo Alto, California2Veterans Health Administration, Palo Alto, California
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Belperio PS, Hwang EW, Thomas IC, Mole LA, Cheung RC, Backus LI. Early virologic responses and hematologic safety of direct-acting antiviral therapies in veterans with chronic hepatitis C. Clin Gastroenterol Hepatol 2013; 11:1021-7. [PMID: 23524130 DOI: 10.1016/j.cgh.2013.03.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2012] [Revised: 02/01/2013] [Accepted: 03/01/2013] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS There are limited data on the early effectiveness of direct-acting antiviral (DAA) therapies for patients with hepatitis C virus (HCV) infection in routine medical practice. We aimed to evaluate real-world experience with DAA-based regimens. METHODS By using the Veterans Affairs' Clinical Case Registry, we conducted a prospective observational intent-to-treat analysis of veterans infected with HCV genotype 1 who began treatment with pegylated interferon, ribavirin, and boceprevir (BOC, n = 661) or telaprevir (TVR, n = 198) before January 2012. We determined rates of virologic response at treatment weeks 4, 8, 12, and 24; futility; early discontinuation; and adverse hematologic events. RESULTS About one third of patients discontinued treatment by week 24 (30% BOC, 34% TVR). A higher percentage of treatment-naive, noncirrhotic patients receiving BOC had undetectable levels of virus at week 24 than patients receiving TVR (74% vs 60%; P = .03). There were no significant differences in rates of early response within subgroups of cirrhotic patients, prior relapsers, prior partial responders, or prior null responders. By week 24, treatment was determined to be futile for 14% of patients receiving BOC and 17% of those receiving TVR. No differences were observed in overall rates of anemia (50% BOC, 49% TVR) or thrombocytopenia (16% BOC, 18% TVR); higher rates of neutropenia were observed in BOC-treated patients (34% BOC, 21% TVR; P = .008). CONCLUSIONS HCV-infected veterans treated in routine medical practice with DAA-based regimens (BOC or TVR) had rates of early response comparable with those reported in clinical trials. However, they had higher rates of futility and early discontinuation than clinical trial participants. Further studies are needed to determine rates of sustained viral response.
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Affiliation(s)
- Pamela S Belperio
- Population Health Program/Office of Public Health, Veterans Affairs Palo Alto Health Care System, Palo Alto, California 94304, USA
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Abstract
BACKGROUND Early predictors of response to hepatitis C virus (HCV) therapy, such as rapid virological response, are valuable for the identification of patients with a higher likelihood of treatment success. AIM To identify predictors of rapid virological response in a real world setting. METHODS Using the VA Clinical Case Registry, we identified patients with HCV mono-infection, without liver transplantation, who initiated peginterferon (PEG-IFN) and ribavirin (RBV) in 2007 or 2008 and had HCV RNA testing for RVR. Significant baseline characteristics from genotype specific univariate analyses were used in backwards stepwise models to identify significant independent predictors of RVR. RESULTS The final cohort consisted of 2424 patients with genotype 1 (G1), 666 patients with genotype 2 (G2), and 419 patients with genotype 3 (G3). Rapid virological response rates were 15% for G1, 71% for G2 and 57% for G3. Sustained virological response rates were significantly higher in patients with rapid virological response than without, increasing from 18% to 52% in G1, 39% to 71% in G2, and 40% to 60% in G3 (P < 0.0001). A baseline HCV RNA < 500,000 IU/mL positively predicted RVR across all genotypes studied. In addition, for G1, Black race, Hispanic ethnicity, aspartate aminotransferase/alanine aminotransferase (AST/ALT) ≥ 0.6, ferritin ≥ 350 ng/mL, LDL< 100 mg/dL and diabetes; for G2, BMI ≥ 30 kg/m(2), platelets < 150 K/μL, LDL< 100 mg/dL and the use of PEG-IFN alfa-2b; and for G3, AST/ALT ≥ 1.0, all negatively predicted rapid virological response. CONCLUSION We found several novel independent predictors of rapid virological response, including BMI, AST/ALT ratio, ferritin, platelets, LDL, diabetes and type of PEG-IFN prescribed, which may be useful in guiding treatment decisions in routine medical practice.
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Affiliation(s)
- E W Hwang
- Center for Quality Management in Public Health, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, USA
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Backus LI, Boothroyd DB, Phillips BR, Belperio P, Halloran J, Mole LA. A sustained virologic response reduces risk of all-cause mortality in patients with hepatitis C. Clin Gastroenterol Hepatol 2011; 9:509-516.e1. [PMID: 21397729 DOI: 10.1016/j.cgh.2011.03.004] [Citation(s) in RCA: 351] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2010] [Revised: 02/14/2011] [Accepted: 03/03/2011] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS The effectiveness of hepatitis C virus (HCV) treatment with pegylated interferon and ribavirin usually is evaluated by the surrogate end point of sustained virologic response (SVR), although the ultimate goal of antiviral treatment is to reduce mortality. The impact of SVR on all-cause mortality is not well documented by HCV genotype or in populations in routine medical practice with substantial comorbidities. METHODS From the US Department of Veterans Affairs (VA), we identified all patients infected with HCV genotypes 1, 2, or 3, without human immunodeficiency virus co-infection or hepatocellular carcinoma before HCV treatment with pegylated interferon and ribavirin, who started HCV treatment from January 2001 to June 2007, stopped treatment by June 2008, and had a posttreatment HCV RNA test result of SVR or no SVR. Mortality data from VA and non-VA sources were available through 2009. RESULTS HCV genotypes 1, 2, or 3 cohorts consisted of 12,166, 2904, and 1794 patients, respectively, with SVR rates of 35%, 72%, and 62%, respectively. Each cohort had high rates of comorbidities. During a median follow-up period of approximately 3.8 years, 1119 genotype-1, 220 genotype-2, and 196 genotype-3 patients died. In genotype-specific multivariate survival models that controlled for demographic factors, comorbidities, laboratory characteristics, and treatment characteristics, an SVR was associated with substantially reduced mortality risk for each genotype (genotype-1 hazard ratio, 0.70; P < .0001; genotype-2 hazard ratio, 0.64; P = .006; genotype-3 hazard ratio, 0.51; P = .0002). CONCLUSIONS An SVR reduced mortality among patients infected with HCV of genotypes 1, 2, or 3 who were being treated by routine medical practice and had substantial comorbidities.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, Veterans Affairs Palo Alto Health Care System, California, USA.
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Backus LI, Boothroyd DB, Phillips BR, Belperio PS, Halloran JP, Valdiserri RO, Mole LA. National quality forum performance measures for HIV/AIDS care: the Department of Veterans Affairs' experience. ACTA ACUST UNITED AC 2010; 170:1239-46. [PMID: 20660844 DOI: 10.1001/archinternmed.2010.234] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
BACKGROUND Information technology promises to improve health care through reporting of standardized quality-of-care measures. In 2008, the National Quality Forum (NQF) first endorsed performance measures for human immunodeficiency virus (HIV)/AIDS care. Little is known about performance on these measures in routine medical practice. We assessed performance using available electronic data for the large, diverse population with HIV in the Department of Veterans Affairs (VA) and evaluated the influence of patient and resource factors. METHODS In a retrospective analysis of observational data for 21 564 patients with HIV receiving VA medical care in 2008, we determined performance rates for 10 NQF measures for HIV/AIDS care for the VA nationwide and for 73 facilities with caseloads of 100 or more patients with HIV. RESULTS National rates for 6 measures were greater than 80%; the remaining measures and their rates were as follows: annual syphilis screening (54%), tuberculosis screening (65%), Pneumocystis pneumonia prophylaxis (72%), and HIV RNA control (73%). For all measures, rates varied across facilities. In multivariate logistic regression models, African Americans and hard drug users were less likely to access care and less likely to receive HIV-specific care but more likely to receive indicated general medical care. Resource factors (number of primary care/infectious disease outpatient visits, duration of care, and larger facility caseload) were associated with increased likelihood of receipt of indicated general and HIV-specific care. CONCLUSIONS National performance rates were generally high, but variation in rates across facilities revealed room for improvement. Both patient and resource factors had an impact on the likelihood of receipt of indicated care.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, Veterans Affairs Palo Alto Health Care System, 3801 Miranda Ave., Palo Alto, CA 94304, USA.
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Giordano TP, Hartman C, Gifford AL, Backus LI, Morgan RO. Predictors of retention in HIV care among a national cohort of US veterans. HIV Clin Trials 2010; 10:299-305. [PMID: 19906622 DOI: 10.1310/hct1005-299] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND Poor retention in HIV care leads to poor survival. The predictors of poor retention in HIV care are not well understood, especially from US nationwide datasets. We determined the predictors of poor retention in HIV care among a group of US veterans and examined whether poor retention was confounded by other predictors of survival. METHODS We conducted a retrospective cohort study of 2,619 male US veterans who started antiretroviral therapy after January 1, 1998. Poor retention in HIV care was defined as having had at least 1 quarter-year without any primary care visit in the year after starting antiretroviral therapy. Survival was assessed through 2002. Logistic regression and Cox models were constructed. RESULTS Thirty-six percent of patients had poor retention in care. In multivariable analysis, younger age, Black race/ethnicity, CD4 cell count >350 x10(6)/L, hepatitis C infection, and illicit drug use were predictive of poor retention in care. Having a chronic medical comorbidity and being identified as a man having sex with men (MSM) were associated with improved retention in care. In multivariable survival analyses, poor retention in care was not a confounder or moderator for other variables that predicted survival. CONCLUSIONS Retention in HIV care is an independent predictor of survival. As routine HIV screening increases, more people with the characteristics predictive of poor retention in care will be identified. Interventions to improve retention in care are needed.
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Abstract
OBJECTIVE The aim of the study was to describe Veterans Healthcare Administration (VHA) system-wide uptake of three HIV protease inhibitors: atazanavir, darunavir and tipranavir. METHODS This retrospective cohort study evaluated VHA uptake of three target antiretrovirals and lopinavir/ritonavir in each complete 90-day quarter since approval to December 2007 using VHA HIV Clinical Case Registry data. We assessed uptake using number of new prescriptions, number of providers and facilities prescribing target agents, provider type, clinic type, facility size and location within four US regions. RESULTS Overall, 6551 HIV-infected veterans received target antiretrovirals. Uptake was generally greatest within the first year after Food and Drug Administration (FDA) approval, and then slightly declined and plateaued. Geographically, early adoption of new antiretroviral drugs tended to occur in the Western USA, as evidenced by comparison of uptake patterns of new antiretrovirals to use of all antiretroviral agents. A small percentage of prescribers of all antiretrovirals were responsible for new prescriptions for target medications, particularly for darunavir and tipranavir. Providers at almost 50% of VHA facilities were prescribing these agents within the first year. CONCLUSIONS Uptake of new antiretrovirals in the VHA generally reflected overall prescribing of all antiretrovirals, suggesting a lack of VHA impediments to new antiretrovirals in the healthcare system. Some regional variation in uptake among the targeted antiretrovirals occurred over time but tended to resolve after the first several months. Providers responsible for early prescribing of the target medications were limited to a fraction of providers who tended to be physicians who practised in infectious disease (ID) clinics at medium-sized facilities.
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Affiliation(s)
- P S Belperio
- Department of Veterans Affairs, Center for Quality Management in Public Health, Palo Alto, CA, USA.
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Backus LI, Gavrilov S, Loomis TP, Halloran JP, Phillips BR, Belperio PS, Mole LA. Clinical Case Registries: simultaneous local and national disease registries for population quality management. J Am Med Inform Assoc 2009; 16:775-83. [PMID: 19717794 DOI: 10.1197/jamia.m3203] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
The Department of Veterans Affairs (VA) has a system-wide, patient-centric electronic medical record system (EMR) within which the authors developed the Clinical Case Registries (CCR) to support population-centric delivery and evaluation of VA medical care. To date, the authors have applied the CCR to populations with human immunodeficiency virus (HIV) and hepatitis C virus (HCV). Local components use diagnosis codes and laboratory test results to identify patients who may have HIV or HCV and support queries on local care delivery with customizable reports. For each patient in a local registry, key EMR data are transferred via HL7 messaging to a single national registry. From 128 local registry systems, over 60,000 and 320,000 veterans in VA care have been identified as having HIV and HCV, respectively, and entered in the national database. Local and national reports covering demographics, resource usage, quality of care metrics and medication safety issues have been generated.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, Palo Alto HCS, 3801 Miranda Avenue 132, Palo Alto, CA 94304, USA.
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Belperio PS, Mole LX, Boothroyd DB, Backus LI. Provider prescribing of 4 antiretroviral agents after implementation of drug use guidelines in the Department of Veterans Affairs. J Manag Care Pharm 2009; 15:323-34. [PMID: 19422272 PMCID: PMC10437531 DOI: 10.18553/jmcp.2009.15.4.323] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The Veterans Health Administration (VHA) develops guidelines for VHA providers that delineate specific criteria for use of certain complex, costly medications indicated for specialized populations. These criteria are disseminated to all VHA facilities. OBJECTIVE To (a) assess the concordance with VHA guidelines for use of 4 antiretrovirals (atazanavir, darunavir, enfuvirtide, and tipranavir), and (b) to describe prescribing of these agents before and after implementation of the guideline criteria. METHODS In this retrospective cohort study, we evaluated all veterans in VHA care who received their first outpatient prescription for a target antiretroviral between its FDA approval date and December 31, 2007, using outpatient prescription records obtained from the VHA Human Immunodeficiency Virus (HIV) Clinical Case Registry (CCR:HIV), an observational registry database created through extraction of specific clinical data from the VHA's electronic medical record. Adherence to the VHA guideline criteria was assessed using CCR:HIV data overall and during 3 time periods: (a) pre-criteria: from FDA approval date to criteria implementation date (range 38 days to 192 days), (b) early-criteria: the first 6 months after criteria implementation, and (c) late-criteria: from 180 days after criteria implementation until December 31, 2007 (range 184 days to 1,525 days). RESULTS VHA providers prescribed target antiretroviral medications in accordance with the VHA guidelines for use more than 70% of the time. Comparing the pre-criteria with the post-criteria period (i.e., early-criteria and late-criteria combined), no significant differences in the percentages of veterans satisfying all VHA criteria were observed for any drug except atazanavir (P = 0.010). For atazanavir in the post-criteria period compared with the pre-criteria period, significantly more antiretroviral-naive veterans met criteria for cardiovascular disease or risk (72.8% post-criteria vs. 45.5% pre-criteria, P = 0.045), and significantly more antiretroviral-experienced veterans met criteria for resistance to other protease inhibitors requiring the need for ritonavir-boosted atazanavir (61.7% vs. 50.5%, respectively, P < 0.001); however, fewer antiretroviral-experienced veterans met criteria for having documented intolerance to other protease inhibitors (78.9% vs. 89.9%, respectively, P < 0.001). Fewer darunavir-treated patients in the post-criteria period than in the pre-criteria period met the criteria for treatment experience including failure of at least 1 prior protease inhibitor regimen (87.8% vs. 96.0%, respectively, P = 0.002). Adherence to all darunavir criteria significantly waned over time (early-criteria 78.8% vs. late-criteria 62.5%, P < 0.001). Overall, adherence to atazanavir criteria increased over time (66.3% early-criteria vs. 72.9% late-criteria, P < 0.001). CONCLUSIONS After implementation of antiretroviral specific guideline criteria, the proportion of veterans prescribed a target antiretroviral medication in accordance with VHA guideline criteria varied by agent and improved only for atazanavir. Although adherence to criteria for atazanavir, enfuvirtide, and tipranavir persisted or improved during the post-criteria period, darunavir adherence to criteria waned over time, perhaps indicating that later prescribing patterns reflected changing practice patterns and the need for updated criteria. Revisiting and updating criteria may be especially important for HIV due to the speed with which new information becomes available.
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Affiliation(s)
- Pamela S Belperio
- Center for Quality Management in Public Health, Department of Veterans Affairs, 3801 Miranda Ave. M/C 132, Palo Alto, CA 94304, USA.
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Belperio PS, Mole LA, Halloran J, Boothroyd DB, Thomas IC, Backus LI. Postmarketing use of enfuvirtide in veterans: provider compliance with criteria for use, overall efficacy, and tolerability. Ann Pharmacother 2008; 42:1573-80. [PMID: 18940919 DOI: 10.1345/aph.1l265] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Most enfuvirtide outcomes data come from controlled trials of limited duration rather than from routine experience. Because of its uniqueness, the Veterans Health Administration (VHA) implemented specific enfuvirtide prescribing and follow-up criteria (criteria for use; CFU) and then assessed providers' compliance with these criteria and outcomes. OBJECTIVE To report routine medical care experience with the prescribing, efficacy, and tolerability of enfuvirtide in a nonselective group of treatment-experienced, older, HIV-infected veterans. METHODS Veterans receiving at least one outpatient prescription for enfuvirtide between April 2003 and July 2005 were identified from the VHA's HIV Clinical Case Registry (CCR:HIV). Targeted retrospective chart extraction was completed to address inclusion/exclusion criteria and to evaluate patients' continued use, adherence, and tolerance. CCR:HIV data were used for determination of demographics, prescription records, and laboratory results. The final cohort was used to assess providers' compliance with VHA's CFU for enfuvirtide. RESULTS Of 275 evaluable subjects, between 52% and 93% who were prescribed enfuvirtide met each VHA CFU. Median change in CD4 cells and viral load from baseline to 6 months was +39 cells/mm(3) and -0.79 log(10) (p < 0.001) and at 2 years was +72 cells/mm(3) and -1.57 log(10) (p < 0.001); 41% and 55% of veterans achieved viral load less than 400 copies/mL at 6 months and 2 years, respectively. Seventy percent of veterans experienced injection site reactions (11% were treatment-limiting). New or worsening adverse effects occurred in 56% of veterans: 32% gastrointestinal, 19% musculoskeletal, and 10% respiratory. Seventy percent of veterans discontinued enfuvirtide within 2 years; the largest portion (12%) stopped treatment within the first month. Documented reasons for discontinuation included patient request (42%), suboptimal response/progression (24%), toxicity (18%), death (13%), and transfer of care outside of the VHA (3%). CONCLUSIONS In this treatment-experienced veteran cohort, providers prescribed enfuvirtide in accordance with most CFU, and favorable treatment responses were sustained in patients able to remain on therapy. Challenges that providers and patients face include ongoing education and support for successful long-term use.
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Abstract
UNLABELLED The currently recommended treatment for hepatitis C virus (HCV) infection is pegylated interferon alfa (PEG-INF) and ribavirin, which can be difficult to tolerate. More information about predicting sustained virologic response (SVR) may allow more informed treatment decisions to be made. This retrospective observational cohort study identified predictors of SVR to PEG-INF and ribavirin in routine medical practice at 121 Department of Veterans Affairs facilities. Among 5,944 patients infected with HCV genotypes 1, 2, or 3 who had been treated with PEG-INF and ribavirin, SVR rates were 20%, 52%, and 43%, respectively, and discontinuation rates were 68% (prior to 48 weeks), 34% (24 weeks), and 41% (24 weeks), respectively. In multivariate analysis, significant predictors of decreased likelihood of genotype 1 patients having an SVR were being African American, clinical liver disease, diabetes, low cholesterol, low hemoglobin, low platelet count, and treatment at a low-volume facility. Predictors of increased likelihood of genotype 1 patients having an SVR were low-level HCV viremia, elevated ALT quotient, and receiving PEG-INF 2A (rather than 2B). For genotype 2 patients, increasing body mass index, prior use of interferon, and low platelet count were negative predictors; only low-level HCV viremia was a positive predictor. For genotype 3 patients, only receiving PEG-INF 2A affected the likelihood of an SVR; its effect was positive. CONCLUSION Among patients for whom HCV treatment is initiated during routine medical care, multiple factors including form of PEG-INF received affect the SVR rate for genotype 1 patients. Few of these factors affect the rate for genotype 2 patients, and even fewer do so for genotype 3 patients.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.
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Giordano TP, Gifford AL, White AC, Suarez-Almazor ME, Rabeneck L, Hartman C, Backus LI, Mole LA, Morgan RO. Retention in care: a challenge to survival with HIV infection. Clin Infect Dis 2007; 44:1493-9. [PMID: 17479948 DOI: 10.1086/516778] [Citation(s) in RCA: 450] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2006] [Accepted: 01/20/2007] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Patients with human immunodeficiency virus (HIV) infection need lifelong medical care, but many do not remain in care. The effect of poor retention in care on survival is not known, and we sought to quantify that relationship. METHODS We conducted a retrospective cohort study involving persons newly identified as having HIV infection during 1997-1998 at any United States Department of Veterans Affairs hospital or clinic who started antiretroviral therapy after 1 January 1997. To be included in the study, patients had to have seen a clinician at least once after receiving their first antiretroviral prescription and to have survived for at least 1 year. Patients were divided into 4 groups on the basis of the number of quarters in that year during which they had at least 1 HIV primary care visit. Survival was measured through 2002. Because data were available for only a small number of women, female patients were excluded from the study. RESULTS A total of 2619 men were followed up for a mean of >4 years each. The median baseline CD4(+) cell count and median log(10) plasma HIV concentration were 228x10(6) cells/L and 4.58 copies/mL, respectively. Thirty-six percent of the patients had visits in <4 quarters, and 16% died during follow-up. In Cox multivariate regression analysis, compared with persons with visits in all 4 quarters during the first year, the adjusted hazard ratio of death was 1.42 (95% confidence interval, 1.11-1.83; P<.01), 1.67 (95% confidence interval, 1.24-2.25; P<.001), and 1.95 (95% confidence interval, 1.37-2.78; P<.001) for persons with visits in 3 quarters, 2 quarters, and 1 quarter, respectively. CONCLUSIONS Even in a system with few financial barriers to care, a substantial portion of HIV-infected patients have poor retention in care. Poor retention in care predicts poorer survival with HIV infection. Retaining persons in care may improve survival, and optimal methods to retain patients need to be defined.
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Backus LI, Boothroyd DB, Phillips BR, Mole LA. Pretreatment assessment and predictors of hepatitis C virus treatment in US veterans coinfected with HIV and hepatitis C virus. J Viral Hepat 2006; 13:799-810. [PMID: 17109679 DOI: 10.1111/j.1365-2893.2006.00751.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The US Department of Veterans Affairs (VA) cares for many human immunodeficiency virus/hepatitis C virus (HIV/HCV)-coinfected patients. VA treatment recommendations indicate that all HIV/HCV-coinfected patients undergo evaluation for HCV treatment and list pretreatment assessment tests. We compared clinical practice with these recommendations. We identified 377 HIV/HCV-coinfected veterans who began HCV therapy with pegylated interferon and ribavirin and 4135 HIV/HCV-coinfected veterans who did not but were in VA care at the same facilities during the same period. We compared laboratory and clinical characteristics of the two groups and estimated multivariate logistic regression models of receipt of HCV treatment. Overall, patients had high rates of receipt of tests necessary for HCV pretreatment assessment. Patients starting HCV treatment had higher alanine aminotransferase (ALT), lower creatinine, higher CD4 counts and lower HIV viral loads than patients not starting HCV treatment. In the multivariate model, positive predictors of starting HCV treatment included being non-Hispanic whites, having higher ALTs, lower creatinines, higher HCV viral loads, higher CD4 counts, undetectable HIV viral loads and receiving HIV antiretrovirals. A history of chronic mental illness and a history of hard drug use were negative predictors. Most HIV/HCV-coinfected patients received the necessary HCV pretreatment assessments, although rates of screening for hepatitis A and B immunity can be improved. Having well-controlled HIV disease is by far the most important modifiable factor affecting the receipt of HCV treatment. More research is needed to determine if the observed racial differences in starting HCV treatment reflect biological differences, provider behaviour or patient preference.
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Affiliation(s)
- L I Backus
- Center for Quality Management in Public Health Veterans Health Administration, Palo Alto, CA 94304, USA.
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Abstract
OBJECTIVE To describe basic patient demographic and clinical characteristics of HIV-infected and HIV/hepatitis C virus (HCV)-co-infected patients receiving care in the Department of Veterans Affairs (VA) with a focus on some patient factors that place such patients at an increased risk of poor health outcomes. DESIGN An observational retrospective cohort study. METHODS The study cohort consisted of veterans in the VA Immunology Case Registry who received care in the VA in 2002. RESULTS Of 18,349 HIV-infected patients, 6782 (37.0%) were HCV seropositive. Compared with HIV-alone-infected patients, HIV/HCV-co-infected patients were older, more likely to be men, more likely to be black or Hispanic, and more likely to report intravenous drug use as a risk factor for HIV acquisition. HIV/HCV-co-infected patients were more likely to have diagnoses of mental health illness, depression, alcohol abuse, substance abuse and hard drug abuse compared with HIV-alone-infected patients. Co-infected patients were less likely to have a history of an AIDS opportunistic infection ever and were less likely to have received HIV antiretroviral drugs in 2002. CONCLUSION The VA's HIV and HIV/HCV-co-infected patient populations have very high rates of additional comorbid conditions that complicate both the pharmacological therapy and clinical course of both HIV and HCV infections. Given the overlap in viral illness and comorbidities, optimal models of integrated care need to be developed for populations with HIV, HCV, and HIV/HCV co-infection and who need substance abuse treatment or mental healthcare.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, US Department of Veterans Affairs, Palo Alto, CA, USA
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Backus LI, Phillips BR, Boothroyd DB, Mole LA, Burgess J, Rigsby MO, Chang SW. Effects of hepatitis C virus coinfection on survival in veterans with HIV treated with highly active antiretroviral therapy. J Acquir Immune Defic Syndr 2005; 39:613-9. [PMID: 16044016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
BACKGROUND With highly active antiretroviral therapy (HAART) available for patients with HIV, hepatitis C virus (HCV) infection has emerged as a potentially important cause of mortality in coinfected patients. Several studies have investigated the effect of coinfection on mortality, with conflicting results. METHODS The study cohort consisted of HIV-infected veterans on HAART receiving care at US Department of Veterans Affairs facilities. Inclusion was based on first HAART prescription between January 1997 and February 2003, HCV antibody test result, and baseline CD4 and HIV viral load results within 1 year of starting HAART. We fitted Cox proportional hazards models to study the effect of HCV serostatus on survival time from HAART initiation, controlling for patient demographic and clinical characteristics, facility characteristics, HAART exposure, HAART response, and HCV treatment. RESULTS Of 12,216 patients in the study cohort, 38% were HCV-seropositive. During an observation time averaging 3.5 years, 2087 patients died. The adjusted hazard ratio for HCV-seropositive patients was 1.56 (95% confidence interval [CI]: 1.42-1.70; P<0.0001) without a HAART exposure measure and 1.38 (95% CI: 1.26-1.51; P<0.0001) with the measure. We obtained similar results in analyses also controlling for HAART response. CONCLUSIONS HCV seropositivity was independently associated with increased risk of death in a large cohort of HAART-treated HIV-infected veterans. Given the success of HAART in extending the lives of HIV patients, HCV has become an important predictor of their mortality.
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Affiliation(s)
- Lisa I Backus
- Center for Quality Management in Public Health, Veterans Health Administration, Palo Alto, CA 94304, USA.
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Abstract
California is rapidly implementing mandatory managed care for most of its Medicaid (Medi-Cal) beneficiaries. To assess the impact of this delivery system change, the authors analyzed a 1996 statewide population-based random-sample telephone survey of 3,563 adults between the ages of 18 and 64. Respondents with Medi-Cal managed care and Medi-Cal fee-for-service rated access to care and quality of care significantly higher than uninsured respondents yet lower than low-income privately insured individuals. While the authors did not find a difference in health care access and quality among Medi-Cal managed care enrollees compared with Medi-Cal fee-for-service enrollees, they also did not find that managed care provided any observed advantages to Medi-Cal recipients.
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Affiliation(s)
- L I Backus
- Immunology Case Registry, Center for Quality Management in HIV Care, VA Palo Alto Health Care System, 3801 Miranda Ave. #132, Palo Alto, CA 94304, USA
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Affiliation(s)
- A R Green
- Astra Neuroscience Research Unit, London, England
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Abstract
1. The possibility of 5-HT2 receptor modulation of central 5-HT1A receptor function has been examined using the 5-hydroxytryptamine (5-HT) behavioural syndrome induced by 5-HT1A receptor active drugs in rats. 2. The 5-HT2/5-HTIC antagonist ritanserin (0.1-2 mg kg-1) increased the 5-HT behavioural syndrome induced by submaximally effective doses of 8-hydroxy-2-(di-n-propylamino)tetralin (8-OH-DPAT), 5-methoxy-N,N-dimethyltryptamine (5-MeODMT) and gepirone. 3. Pretreatment with the 5-HT2/5-HT1C antagonist ICI 170,809 (0.25-5 mg kg-1) also enhanced the behavioural syndrome induced by 8-OH-DPAT or 5-MeODMT. 4. The 5-HT2/alpha 1-adrenoceptor antagonist ketanserin in a low dose (0.25 mg kg-1) significantly increased the 5-HT behavioural syndrome induced by 8-OH-DPAT or 5-MeODMT, while in a higher dose (2.5 mg kg-1) this drug decreased the response. Experiments with prazosin indicate that the higher dose of ketanserin might reduce the 5-HT behavioural syndrome through blockade of alpha 1-adrenoceptors. 5. Ritanserin and ICI 170,809 had no effect on apomorphine-induced stereotypy or hyperactivity, indicating that these drugs do not produce non-specific behavioural activation. 6. Ritanserin and ICI 170,809 inhibited quipazine-induced wet dog shakes at doses similar to those enhancing the 5-HT behavioural syndrome. 7. We suggest that ritanserin, ICI 170,809 and ketanserin enhance 5-HT1A agonist-induced behaviour through blockade of an inhibitory 5-HT2 receptor regulating or coupled to 5-HT1A receptor-mediated function.
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Sharp T, Backus LI, Hjorth S, Bramwell SR, Grahame-Smith DG. Further investigation of the in vivo pharmacological properties of the putative 5-HT1A antagonist, BMY 7378. Eur J Pharmacol 1990; 176:331-40. [PMID: 1970304 DOI: 10.1016/0014-2999(90)90027-4] [Citation(s) in RCA: 93] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The present study examined the actions of the putative 5-HT1A antagonist BMY 7378 on central pre- and postsynaptic 5-HT1A function in the rat in vivo. Unlike the direct acting 5-HT1A agonist 8-hydroxy-2-(di-n-pro-pylamino)tetralin (8-OH-DPAT), BMY 7378 (0.25-5 mg/kg s.c.) did not induce the full postsynaptically mediated 5-HT behavioural syndrome (forepaw treading, head weaving, flat body posture hindlimb abduction). Indeed, the maximal 5-HT behavioural syndrome scores of BMY 7378 were about 10% of those for 8-OH-DPAT. Following pretreatment, however, BMY 7378 dose dependently (0.25-5 mg/kg s.c.) reduced to undetectable levels forepaw treading and head weaving induced by 8-OH-DPAT (0.75 mg/kg s.c.). BMY 7378 also inhibited stereotypy and locomotor activity induced by 0.5 mg/kg apomorphine although this effect was only statistically significant at the highest dose tested (5 mg/kg). In contrast to its apparent 5-HT1A antagonist properties in the behavioural experiments, BMY 7378 caused a marked and dose-dependent (0.01-1.0 mg/kg s.c.) decrease of 5-HT release in ventral hippocampus of the anaesthetized rat as detected by brain microdialysis. This effect of BMY 7378 had a similar onset and duration of action but with slightly reduced efficacy compared to that previously described for 8-OH-DPAT. As with 8-OH-DPAT, the inhibitory effect of BMY 7378 on 5-HT release was attenuated by pretreatment with the 5-HT1 receptor/beta-adrenoceptor antagonist pindolol (8 mg/kg s.c.) but not its counterpart propranolol (20 mg/kg s.c.). Pretreatment with a combination of the beta 1- and beta 2-adrenoceptor antagonists metoprolol (4 mg/kg s.c.) and ICI 118 551 (4 mg/kg s.c.), respectively, did not alter the 5-HT response to BMY 7378. From these data we conclude that BMY 7378 is a mixed agonist/antagonist at central 5-HT1A receptors.
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Affiliation(s)
- T Sharp
- MRC, Radcliffe Infirmary, Oxford, U.K
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Abstract
Rats were given systemic injections of one of a series of novel GABA compounds which can penetrate the blood-brain barrier to release GABA into the brain. They were then tested on lateral hypothalamic self-stimulation behavior using a rate-frequency paradigm to discriminate effects on reward from those on motor/performance. Both reward and, to a lesser extent, motor/performance impairments were found with all GABA compounds. In more extensive testing with one compound, LG2, no differences in the effects of three salts (acetate, ascorbate, and tartarate) were found except that the tartarate salt effects decayed more rapidly.
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Affiliation(s)
- L I Backus
- Department of Psychology, Harvard University, Cambridge, MA 02138
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