Browsing by Author "Crystal, Stephen"

Now showing 1 - 5 of 5
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    Correlates of depression among people with diabetes: The Translating Research Into Action for Diabetes (TRIAD) study
    (Elsevier, 2010-12) Waitzfelder, Beth; Gerzoff, Robert B.; Karter, Andrew J.; Crystal, Stephen; Bair, Mathew J.; Ettner, Susan L.; Brown, Arleen F.; Subramanian, Usha; Lu, Shou-En; Marrero, David; Herman, William H.; Selby, Joseph V.; Dudley, R. Adams; Department of Medicine, Division of General Internal Medicine, IU School of Medicine
    Aim The broad objective of this study was to examine multiple dimensions of depression in a large, diverse population of adults with diabetes. Specific aims were to measure the association of depression with: (1) patient characteristics
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    Depression and All-Cause Mortality Risk in HIV-infected and HIV-uninfected U.S. Veterans: A cohort study
    (Wiley, 2019-03-29) So-Armah, Kaku; Gupta, Samir K.; Kundu, Suman; Stewart, Jesse C.; Goulet, Joseph L.; Butt, Adeel A.; Sico, Jason J.; Marconi, Vincent C.; Crystal, Stephen; Rodriguez-Barradas, Maria C.; Budoff, Matthew; Gibert, Cynthia L.; Chang, Chung-Chou H.; Bedimo, Roger; Freiberg, Matthew S.; Medicine, School of Medicine
    Objectives: The contribution of depression to mortality in adults with and without HIV infection is unclear. We hypothesized that depression increases mortality risk and that this association is stronger among those with HIV infection. Methods: Veterans Aging Cohort Study (VACS) data were analysed from the first clinic visit on or after 1 April 2003 (baseline) to 30 September 2015. Depression definitions were: (1) major depressive disorder defined using International Classification of Diseases, Ninth Revision (ICD-9) codes; (2) depressive symptoms defined as Patient Health Questionnaire (PHQ)-9 scores ≥ 10. The outcome was all-cause mortality. Covariates were demographics, comorbid conditions and health behaviours. Results: Among 129 140 eligible participants, 30% had HIV infection, 16% had a major depressive disorder diagnosis, and 24% died over a median follow-up time of 11 years. The death rate was 25.3 [95% confidence interval (CI) 25.0-25.6] deaths per 1000 person-years. Major depressive disorder was associated with mortality [hazard ratio (HR) 1.04; 95% CI 1.01, 1.07]. This association was modified by HIV status (interaction P-value = 0.02). In HIV-stratified analyses, depression was significantly associated with mortality among HIV-uninfected veterans but not among those with HIV infection. Among those with PHQ-9 data (n = 7372), 50% had HIV infection, 22% had PHQ-9 scores ≥ 10, and 28% died over a median follow-up time of 12 years. The death rate was 27.3 (95% CI 26.1-28.5) per 1000 person-years. Depressive symptoms were associated with mortality (HR 1.16; 95% CI 1.04, 1.28). This association was modified by HIV status (interaction P-value = 0.05). In HIV-stratified analyses, depressive symptoms were significantly associated with mortality among veterans with HIV infection but not among those without HIV infection. Conclusions: Depression was associated with all-cause mortality. This association was modified by HIV status and method of depression ascertainment.
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    Depression as a Risk Factor for Incident Ischemic Stroke Among HIV‐Positive Veterans in the Veterans Aging Cohort Study
    (American Heart Association, 2021-07-06) Sico, Jason J.; Kundu, Suman; So-Armah, Kaku; Gupta, Samir K.; Chang, Chung-Chou H.; Butt, Adeel A.; Gibert, Cynthia L.; Marconi, Vincent C.; Crystal, Stephen; Tindle, Hilary A.; Freiberg, Matthew S.; Stewart, Jesse C.; Medicine, School of Medicine
    Background: HIV infection and depression are each associated with increased ischemic stroke risk. Whether depression is a risk factor for stroke within the HIV population is unknown. Methods and Results: We analyzed data on 106 333 (33 528 HIV-positive; 72 805 HIV-negative) people who were free of baseline cardiovascular disease from an observational cohort of HIV-positive people and matched uninfected veterans in care from April 1, 2003 through December 31, 2014. International Classification of Diseases, Ninth Revision (ICD-9) codes from medical records were used to determine baseline depression and incident stroke. Depression occurred in 19.5% of HIV-positive people. After a median of 9.2 years of follow-up, stroke rates were highest among people with both HIV and depression and lowest among those with neither condition. In Cox proportional hazard models, depression was associated with an increased risk of stroke for HIV-positive people after adjusting for sociodemographic characteristics and cerebrovascular risk factors (hazard ratio [HR], 1.18; 95% CI: 1.03-1.34; 0.014). The depression-stroke relationship was attenuated by alcohol use disorders, cocaine use, and baseline antidepressant use, and unaffected by combined antiretroviral therapy use or individual antiretroviral agents. A numerically higher HR of depression on stroke was found among those younger than 60 years. Conclusions: Depression is associated with an increased risk of stroke among HIV-positive people after adjusting for sociodemographic characteristics, traditional cerebrovascular risk factors, and HIV-specific factors. Alcohol use disorders, cocaine use, and baseline antidepressant use accounted for some of the observed stroke risk. Depression may be a novel, independent risk factor for ischemic stroke in HIV, particularly among younger people.
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    Racial and Ethnic Disparities in Buprenorphine and Extended-Release Naltrexone Filled Prescriptions During the COVID-19 Pandemic
    (American Medical Association, 2022) Nguyen, Thuy; Ziedan, Engy; Simon, Kosali; Miles, Jennifer; Crystal, Stephen; Samples, Hillary; Gupta, Sumedha; Economics, School of Liberal Arts
    Importance: COVID-19 disrupted delivery of buprenorphine and naltrexone treatment for opioid use disorder (OUD), and during the pandemic, members of racial and ethnic minority groups experienced increased COVID-19 and opioid overdose risks compared with White individuals. However, whether filled buprenorphine and naltrexone prescriptions varied across racial and ethnic groups during the COVID-19 pandemic remains unknown. Objective: To investigate whether disruptions in filled buprenorphine and naltrexone prescriptions differed by race and ethnicity and insurance status or payer type. Design, setting, and participants: This cross-sectional study used retail pharmacy claims from May 2019 to June 2021 from the Symphony Health database, which includes 92% of US retail pharmacy claims, with race and ethnicity data spanning all insurance status and payer categories. Interrupted time series were used to estimate levels and trends of dispensed buprenorphine and naltrexone prescriptions before and after pandemic onset. Included individuals were those who filled buprenorphine and extended-release naltrexone prescriptions. Data were analyzed from July 2021 through March 2022. Main outcomes and measures: Weekly rates of dispensed buprenorphine and extended-release naltrexone prescription fills per 1000 patients and proportion of longer (ie, ≥14 days' supply) buprenorphine prescription fills were calculated. Analyses were stratified by patient race and ethnicity and further by insurance status and payer type for White and Black patients. Results: A total of 1 556 860 individuals who filled buprenorphine prescriptions (4359 Asian [0.3%], 94 657 Black [6.1%], 55 369 Hispanic [3.6%], and 664 779 White [42.7%]) and 127 506 individuals who filled extended-release naltrexone prescriptions (344 Asian [0.3%], 8186 Black [6.4%], 5343 Hispanic [4.2%], and 53 068 White [41.6%]) from May 6, 2019, to June 5, 2021, were analyzed. Prepandemic increases in buprenorphine fill rate flattened for all groups after COVID-19 onset (30.5 percentage point difference in trend; P < .001) compared with prepandemic trends. Significant level decreases in buprenorphine fills (ranging from 2.5% for Black patients; P = .009 to 4.0% for Hispanic patients; P = .009) at pandemic onset were observed for members of racial and ethnic minority groups but not White patients. At pandemic onset, rate of buprenorphine fills decreased in level for Medicare and cash-paying patients but with greater decreases for Black patients (Medicare: 10.0%; P < .001; cash: 20.0%; P < .001) than White patients (Medicare: 3.5%; P = .004; cash: 15.0%; P < .001). No decreases were found among Medicaid patients. Unlike buprenorphine, extended-release naltrexone had uniform level (from 10.0% for White patients with private insurance; P < .001 to 23.3% for Black patients with Medicare; P < .001) and trend (from 15.5 percentage points for White patients with Medicaid; P = .001 to 52.0 percentage points for Black patients with private insurance; P < .001) decreases across groups. Conclusions and relevance: This study found that the COVID-19 pandemic was associated with immediate decreases in filled buprenorphine prescriptions by members of racial and ethnic minority groups but not White individuals. These findings suggest that members of racial and ethnic minority groups had larger losses in buprenorphine access during the pandemic across payer types.
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    Trends in Access to Medications for Opioid Use Disorder
    (American Medical Association, 2025-04-04) Gupta, Sumedha; James, Aditya; Miles, Jennifer; Samples, Hillary; Crystal, Stephen; Simon, Kosali; Economics, School of Liberal Arts
    Importance: Medicaid, the largest payer for medications for opioid use disorder (MOUD), disenrolled more than 19.1 million individuals by March 2024 after the continuous coverage requirement ended in April 2023-a process termed Medicaid unwinding-but the impact on buprenorphine receipt remains unknown. Objective: To assess the association between Medicaid unwinding and dispensing of prescription buprenorphine, overall and by payment sources nationally and by state. Design, setting, and participants: Cross-sectional study of buprenorphine dispensing (age ≥18 years) from April 2020 to March 2024 using the IQVIA Longitudinal Prescription (LRx) database containing more than 90% of US retail pharmacy claims. Interrupted time-series estimated levels and trends of buprenorphine prescription dispensation before and after Medicaid unwinding. Main outcomes and measures: The number of patients with filled buprenorphine prescriptions each month was analyzed by payer type (Medicaid, Medicare, commercial, or self-pay) and by state. Stratified analyses assessed state factors, including automated (ex parte) Medicaid renewal rates (higher or lower than the median), income verification sources used for automated renewals (≤3, 4-5, or 6-7), and Affordable Care Act Medicaid expansion status. Results: Of the 2 405 970 adults who filled buprenorphine prescriptions between April 2020 and March 2024, 1 154 866 (48%) had at least 1 fill covered by Medicaid, 288 716 (12%) by Medicare, 1 106 746 (46%) by commercial insurance, and 264 657 (11%) by self-pay. Medicaid unwinding was associated with reversal of previously increasing trends in buprenorphine prescriptions, with 2.9% fewer patients (-23 855 [95% CI, -32 661 to -15 054]) receiving buprenorphine each month by 8 months after unwinding vs the month before unwinding began. This decline was driven by a 12.7% drop in patients with Medicaid-paid fills (-46 545 [95% CI, -51 362 to -41 730]), partially offset by increases in patients with commercial (6.12%, 19 809 [95% CI, 12 109 to 27 509]) and self-paid (7.24%, 2525 [95% CI, 1246 to 3805]) fills. Sixteen states saw overall declines in buprenorphine use after unwinding, with reductions among patients with Medicaid-covered prescriptions in 36 states, partially offset by increases in patients with commercial insurance covered fills (32 states) and self-paid fills (23 states). Buprenorphine prescriptions remained stable in states with above-median automated Medicaid renewal rates and more income verification sources, whereas states with below-median automated renewal rates, fewer verification sources, and nonexpansion state status experienced smaller offsets for Medicaid-related losses, highlighting importance of state-specific policies. Conclusions and relevance: This cross-sectional study of Medicaid unwinding and filled buprenorphine prescriptions found that although shifts to commercial and self-pay sources mitigated some losses, rising self-pay reliance poses affordability barriers that threaten treatment continuity. Addressing access disparities is critical amid persistently high US overdose rates.