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1.
BioTech (Basel) ; 12(4)2023 Nov 09.
Article in English | MEDLINE | ID: mdl-37987479

ABSTRACT

(1) Objective: Systemic lupus erythematosus (SLE) is a complex disease involving immune dysregulation, episodic flares, and poor quality of life (QOL). For a decentralized digital study of SLE patients, machine learning was used to assess patient-reported outcomes (PROs), QOL, and biometric data for predicting possible disease flares. (2) Methods: Participants were recruited from the LupusCorner online community. Adults self-reporting an SLE diagnosis were consented and given a mobile application to record patient profile (PP), PRO, and QOL metrics, and enlisted participants received smartwatches for digital biometric monitoring. The resulting data were profiled using feature selection and classification algorithms. (3) Results: 550 participants completed digital surveys, 144 (26%) agreed to wear smartwatches, and medical records (MRs) were obtained for 68. Mining of PP, PRO, QOL, and biometric data yielded a 26-feature model for classifying participants according to MR-identified disease flare risk. ROC curves significantly distinguished true from false positives (ten-fold cross-validation: p < 0.00023; five-fold: p < 0.00022). A 25-feature Bayesian model enabled time-variant prediction of participant-reported possible flares (P(true) > 0.85, p < 0.001; P(nonflare) > 0.83, p < 0.0001). (4) Conclusions: Regular profiling of patient well-being and biometric activity may support proactive screening for circumstances warranting clinical assessment.

2.
J Addict Med ; 17(2): 182-189, 2023.
Article in English | MEDLINE | ID: mdl-36111991

ABSTRACT

BACKGROUND: This analysis describes participants' opioid use disorder (OUD) outcomes for 18 months after discontinuing extended-release buprenorphine injection (BUP-XR, SUBLOCADE). METHODS: The RECOVER (Remission From Chronic Opioid Use: Studying Environmental and Socioeconomic Factors on Recovery) study recruited participants from BUP-XR clinical trials (NCT02357901, NCT025100142, and NCT02896296) to assess whether there were sustained benefits after leaving the trial. Abstinence from opioids and from all illicit substances (excluding medical cannabis), health-related quality of life, depression, and employment were measured after BUP-XR discontinuation and change in outcomes assessed at 6, 12, and 18 months. Results were analyzed within the full cohort and by duration of BUP-XR treatment (0-2 months, 3-5 months, 6-11 months, 12 months, or 13-18 months) with and without inverse probability weights adjusting for differences in baseline characteristics. RESULTS: Of 533 participants, 529 were assessed over the 18-month study period. Further posttrial pharmacotherapy was reported by 33% of participants. At RECOVER baseline, longer BUP-XR was associated with higher abstinence (0-2 months BUP-XR [n = 116]: 38.8%; 3-5 months BUP-XR [n = 61]: 41.0%; 6-11 months BUP-XR [n = 86]: 68.6%; 12 months BUP-XR [n = 135]: 71.9%; 18 months BUP-XR [n = 131]: 88.2%) and greater 12-Item Short Form Health Survey mental component scores. Over 60% of participants had stable or improved outcomes at 6, 12, and 18 months assessments. Overall 47% of participants self-reported sustained opioid abstinence for the full 18-month follow-up, with greater sustained abstinence associated with longer BUP-XR treatment duration. A sensitivity analysis, removing patients receiving medications for OUD, yielded similar results. CONCLUSIONS: Participants from BUP-XR clinical trials who continued into RECOVER maintained or improved on numerous outcomes over 18 months, demonstrating the long-term positive impact of OUD pharmacotherapy.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Humans , Analgesics, Opioid/therapeutic use , Narcotic Antagonists , Naltrexone/therapeutic use , Quality of Life , Buprenorphine/therapeutic use , Opioid-Related Disorders/drug therapy , Delayed-Action Preparations/therapeutic use
3.
Pulm Circ ; 12(3): e12111, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35874851

ABSTRACT

Social determinants of health (SDoH) can impact the vulnerable pulmonary arterial hypertension (PAH) population, especially during the COVID-19 pandemic. Providers' understanding of SDoH at the point of care and their impact is unknown. We conducted semi-structured virtual interviews with US clinicians at 17 pulmonary hypertension (PH) centers and one patient advocate from the Pulmonary Hypertension Association. We sought participants' perspective on SDoH in PAH and their impact. Transcripts were developed and analyzed for key themes to assess potential policy implications. Participants served a large PAH population and demonstrated high awareness of SDoH and its impact on treatment and outcomes. They reported that patients' SDoH, including socioeconomic status, health insurance, access to health care, education levels, health literacy, employment status, and insecurities associated with housing, food, transportation, and family support, impacted health and well-being. COVID-19-related social isolation, mental health, and substance abuse contributed to significant inequities in care provision and outcomes. While telemedicine helped clinicians manage patients remotely during the pandemic, there was a concern for patients with limited access to this medium. Participants reported no formal screening for SDoH at the point of care. With the recognition and the desire to act upon health inequities associated with SDoH, participants felt that it was vital for their centers to have a dedicated PH social worker and support staff to optimize care and outcomes. An approach that integrates SDoH in PAH care management, streamlined through institutional policy, could address health disparities leading to improved healthcare access, outcomes, and quality of care.

4.
Pulm Circ ; 12(2): e12090, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35795495

ABSTRACT

Treatment for pulmonary arterial hypertension (PAH) has evolved over the past decade, including approval of new medications and growing evidence to support earlier use of combination therapy. Despite these changes, few studies have assessed real-world treatment patterns, healthcare resource utilization (HCRU), and costs among people with PAH using recent data. We conducted a retrospective cohort study using administrative claims from the HealthCore Integrated Research Database®. Adult members with claims for a PAH diagnosis, right heart catheterization, and who initiated PAH treatment (index date) between October 1, 2015 and November 30, 2020 were identified. Members had to be continuously enrolled in the health plan for 6 months before the index date (baseline) and ≥30 days after. Treatment patterns, HCRU, and costs were described. A total of 843 members with PAH (mean age 62.3 years, 64.2% female) were included. Only 21.0% of members received combination therapy as their first-line treatment, while most members (54.6%) received combination therapy as second-line treatment. All-cause HCRU remained high after treatment initiation with 58.0% of members having ≥1 hospitalization and 41.3% with ≥1 emergency room visit. Total all-cause costs declined from $15,117 per patient per month at baseline to $14,201 after treatment initiation, with decreased medical costs ($14,208 vs. $6,349) more than offsetting increased pharmacy costs ($909 vs. $7,852). In summary, despite growing evidence supporting combination therapy, most members with PAH initiated treatment with monotherapy. Total costs decreased following treatment, driven by a reduction in medical costs even with increases in pharmacy costs.

5.
J Clin Psychopharmacol ; 40(3): 231-239, 2020.
Article in English | MEDLINE | ID: mdl-32282418

ABSTRACT

BACKGROUND: BUP-XR (RBP-6000 or SUBLOCADE) is the first Food and Drug Administration-approved subcutaneously administered monthly extended-release buprenorphine medication for the treatment of moderate or severe opioid use disorder. The primary objective of this phase III study was to assess the long-term safety, tolerability, and efficacy of BUP-XR. METHODS: This open-label multicenter study in adults with moderate or severe opioid use disorder enrolled 257 participants from a previously conducted placebo-controlled, double-blind phase III study (rollover group) and 412 de novo participants not previously treated with BUP-XR. Participants received an initial injection of BUP-XR 300 mg and subsequent monthly 300 mg or 100 mg flexible doses. By study end, participants received up to 12 injections. RESULTS: Overall, 66.8% of participants reported more than 1 treatment-emergent adverse event (TEAE). Injection-site TEAEs (13.2% of participants) were mostly mild or moderate in severity. There were no clinically meaningful changes in safety assessments. An integrated analysis of the double-blind and open-label study participants showed that the incidence of TEAEs, including injection-site TEAEs, was lower in the second 6 months of treatment versus the first 6 months. After 12 months of treatment, 61.5% of the rollover participants and 75.8% of the de novo participants were abstinent. Retention rates after 12 months were 50.6% for the participants who initiated BUP-XR in the double-blind study and 50.5% for de novo participants. CONCLUSIONS: This study demonstrates that the clinical benefits and acceptable safety profile of BUP-XR demonstrated in the 6-month double-blind study are sustained over a 12-month open-label study, with lower incidence of TEAEs in the second 6 months of treatment.


Subject(s)
Buprenorphine/administration & dosage , Buprenorphine/therapeutic use , Opioid-Related Disorders/drug therapy , Adolescent , Adult , Aged , Analgesics, Opioid/administration & dosage , Analgesics, Opioid/adverse effects , Analgesics, Opioid/therapeutic use , Buprenorphine/adverse effects , Double-Blind Method , Female , Humans , Injections, Subcutaneous , Male , Middle Aged , Treatment Outcome , Young Adult
6.
J Addict Med ; 14(5): e233-e240, 2020.
Article in English | MEDLINE | ID: mdl-32187112

ABSTRACT

OBJECTIVES: While evidence has mounted regarding the short-term effectiveness of pharmacotherapy for opioid use disorder (OUD), little is known about longer-term psychosocial, economic, and health outcomes. We report herein 12-month outcomes for an observational study enrolling participants who had previously taken part in a long-acting buprenorphine subcutaneous injection (BUP-XR) trial for moderate to severe OUD. METHODS: The RECOVER (Remission from Chronic Opioid Use: Studying Environmental and SocioEconomic Factors on Recovery; NCT03604861) study enrolled participants from 35 US community-based sites. Self-reported sustained opioid abstinence over 12 months and self-reported past-week abstinence at 3-, 6-, 9-, and 12-month visits were assessed. Multiple regression models assessed the association of BUP-XR duration with abstinence, controlling for potential confounders. Withdrawal, pain, health-related quality of life, depression, and employment at RECOVER baseline and 12-month visits were also compared to values collected before treatment in the BUP-XR trial. RESULTS: Of 533 RECOVER participants, 425 completed the 12-month visit (average age 42 years; 66% male); 50.8% self-reported sustained 12-month and 68.0% past-week opioid abstinence. In multiple regressions, participants receiving 12-month versus ≤2-month BUP-XR treatment duration had significantly higher likelihood of sustained opioid abstinence (75.3% vs 24.1%; P = 0.001), with similar results for past-week self-reported abstinence over time. During RECOVER, participants had fewer withdrawal symptoms, lower pain, positive health-related quality of life, minimal depression, and higher employment versus pre-trial visit. CONCLUSIONS: RECOVER participants reported positive outcomes over the 12-month observational period, including high opioid abstinence and stable or improved humanistic outcomes. These findings provide insights into the long-term impact of pharmacotherapy in OUD recovery.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Adult , Analgesics, Opioid/therapeutic use , Buprenorphine/therapeutic use , Employment , Female , Humans , Male , Narcotic Antagonists/therapeutic use , Opioid-Related Disorders/drug therapy , Quality of Life
8.
J Subst Abuse Treat ; 110: 1-8, 2020 03.
Article in English | MEDLINE | ID: mdl-31952623

ABSTRACT

INTRODUCTION: The physical, social, psychological, and economic burden of opioid use disorder (OUD) is substantial. As of the year 2019, the predominant focus of OUD research was outcomes such as retention and abstinence. We report herein the effects of extended-release buprenorphine (BUP-XR), the first FDA-approved subcutaneously injected, monthly treatment for OUD, on patient-centered outcomes. MATERIALS AND METHODS: Patient-centered outcomes were collected during an open-label safety study of participants with OUD (NCT# 02510014) evaluating BUP-XR. Measures collected during the study included the EQ-5D-5L, SF-36v2, Treatment Effectiveness Assessment (TEA), Addiction Severity Index-Lite (ASI-Lite), employment/insurance status questionnaire, and Medication Satisfaction Questionnaire (MSQ). Changes from baseline to end of study week 49 were analyzed using mixed models for repeated measures. "Baseline" was defined as the value collected prior to the first BUP-XR injection. Results presented are for those participants who initiated treatment on BUP-XR during the open-label study and were eligible to receive up to 12 injections. RESULTS: Four hundred twelve participants were included in analyses; 206 participants discontinued BUP-XR prematurely. Mean EQ-5D-5L scores remained stable from baseline to end of study. Statistically significant improvements from baseline to end of study were noted for the SF-36v2 mental component summary score (difference = 5.0, 95%CI: 3.5-6.5) and 7 of 8 domain scores (P < .05 for all comparisons); the SF-36v2 physical component summary remained stable from baseline to end of study. The TEA total score (difference = 9.3 points, 95%CI: 8.0-10.5) and 4 of 4 domain scores (difference = 2-3 points per domain) significantly improved from baseline to end of study. Significant improvements (P < .05 for all comparisons) on the ASI-Lite were seen for all problem areas except alcohol use from baseline to end of study. Employment rate increased 7% whereas health insurance status remained stable from baseline to end of study. Medication satisfaction measured using the MSQ was >88% at end of study. CONCLUSIONS: Treatment with BUP-XR monthly injections for up to 12 months in this cohort of treatment-seeking individuals with OUD led to positive PCOs and high treatment satisfaction, which correspond to personal recovery.


Subject(s)
Buprenorphine , Opioid-Related Disorders , Buprenorphine/therapeutic use , Delayed-Action Preparations/therapeutic use , Employment , Humans , Narcotic Antagonists/therapeutic use , Opioid-Related Disorders/drug therapy , Patient-Centered Care
9.
Patient Prefer Adherence ; 13: 1037-1050, 2019.
Article in English | MEDLINE | ID: mdl-31308636

ABSTRACT

PURPOSE: RBP-7000 (PERSERIS™) is a once-monthly subcutaneous extended-release risperidone formulation approved by the United States Food and Drug Administration for the treatment of schizophrenia in adults. The objective of this study was to describe the long-term impact of RBP-7000 on health-related quality of life (HRQoL), subjective well-being, treatment satisfaction and medication preference in patients with schizophrenia. PATIENTS AND METHODS: HRQoL was derived from a 52-week multicentre Phase III single-arm open-label outpatient study that assessed the safety and efficacy of RBP-7000 (120 mg) in patients with schizophrenia. HRQoL was measured using the EuroQol EQ-5D-5L and Short-Form Survey SF-36 version 2; well-being using the Subjective Well-being Under Neuroleptic Treatment - Short Version (SWN-S); satisfaction using the Medication Satisfaction Questionnaire and medication preference using the Preference of Medication questionnaire. RESULTS: Of 482 participants at baseline, 234 remained through the end of study (EOS; week 52). Mean HRQoL and well-being scores remained stable between baseline (EQ-5D-5L index: 0.83; SF-36v2 Physical Component Score: 50; SF-36v2 Mental Component Score: 46; total SWN-S score: 89) and EOS (EQ-5D-5L index: 0.86; SF-36v2 Physical Component Score: 49; SF-36v2 Mental Component Score: 47; total SWN-S score: 90). The proportion of participants reporting satisfaction increased between week 4 (66%) and EOS (81%), with a similar trend for the preference of RBP-7000 over previous treatment (week 4: 66%; EOS: 72%). Sensitivity analyses suggested a minor effect of dropout on characterization of change over time in patient-reported outcomes (PRO) measures. CONCLUSION: Study participants attained mean HRQoL scores near that of the general US population. Over two-thirds reported high satisfaction with and preference for RBP-7000 across the study period. Additional research is needed to confirm whether these PRO translate into improved outcomes such as adherence and ultimately fewer relapses in patients with schizophrenia.

10.
Subst Abuse Rehabil ; 10: 13-21, 2019.
Article in English | MEDLINE | ID: mdl-31239805

ABSTRACT

Purpose: The Treatment Effectiveness Assessment (TEA) is a patient-centered instrument for evaluating treatment progress and recovery from substance use disorders, including opioid use disorder (OUD). We assessed the TEA's reliability and validity and determined minimal clinically important differences (MIDs) in participants with moderate to severe OUD. Patients and methods: The TEA measures change in four single-item domains (substance use, health, lifestyle, community involvement) from treatment initiation across the duration of a treatment program. Self-reported responses range from 1 ("none or not much") to 10 ("much better") with items summed to a total score ranging from 4-40. We assessed floor and ceiling effects, internal consistency, test-retest reliability, known-groups validity (ANOVA stratified by current health status [36-Item Short Form Health Survey item 1]), convergent/divergent validity, and MIDs using data from a phase 3, open-label clinical trial of buprenorphine extended-release monthly injection for subcutaneous use (BUP-XR). Participants with OUD completed the TEA at screening and before monthly injections for up to 12 months. Results: Among 410 participants (mean age 38 years; 64% male), the mean baseline (pre-injection 1) TEA total score was 25.4 (SD 9.7), with <10% of participants at the measure floor and 10%-20% at the ceiling across domains. Internal consistency was high (Cronbach's α=0.90), with marginal test-retest reliability (intraclass correlation coefficient =0.69). Mean TEA total score consistently increased from baseline (n=410; mean 25.4 [SD 9.7]) to end of study (n=337; 35.0 [6.7]) and differentiated between current health status groups (P<0.001); it was weakly correlated with other measures of health-related quality of life/severity. MIDs ranged from 5-8 for the TEA total score across anchor- and distribution-based approaches. Conclusion: The TEA exhibited acceptable reliability and validity in a cohort of participants with moderate to severe OUD treated with BUP-XR. Given its brevity and psychometric properties, the TEA is a promising tool for use in clinical practice and research.

11.
J Addict Med ; 13(6): 442-449, 2019.
Article in English | MEDLINE | ID: mdl-30844878

ABSTRACT

OBJECTIVE: Opioid use disorder (OUD) is associated with physical, social, psychological, and economic burden. This analysis assessed the effects of RBP-6000, referred to as BUP-XR (extended-release buprenorphine), a subcutaneously injected, monthly buprenorphine treatment for OUD compared with placebo on patient-centered outcomes measuring meaningful life changes. METHODS: Patient-centered outcomes were collected in a 24-week, phase 3, placebo-controlled study assessing the efficacy, safety, and tolerability of BUP-XR 300/300 mg (6 × 300 mg) and 300/100 mg (2 × 300 mg followed by 4 × 100 mg) injections in treatment-seeking participants with moderate-to-severe OUD. Measures included the EQ-5D-5L, SF-36v2, Medication Satisfaction Questionnaire, employment/insurance status, and healthcare resource utilization (HCRU). Changes from baseline to end of study were compared across treatment arms, using mixed models for repeated measures. RESULTS: Participants receiving BUP-XR (n = 389) versus placebo (n = 98) had significantly greater changes from baseline on the EQ-5D-5L index (300/300 mg: difference = 0.0636, P = 0.003), EQ-5D-5L visual analog scale (300/300 mg: difference = 5.9, P = 0.017; 300/100 mg: difference = 7.7, P = 0.002), and SF-36v2 physical component summary score (300/300 mg: difference = 3.8, P < 0.001; 300/100 mg: difference = 3.2, P = 0.002). Satisfaction was significantly higher for participants receiving BUP-XR 300/300 mg (88%, P < 0.001) and 300/100 mg (88%, P < 0.001) than placebo (46%). Employment and percentage of insured participants increased by 10.8% and 4.1% with BUP-XR 300/300 mg and 10.0% and 4.7% with 300/100 mg but decreased by 12.6% and 8.4% with placebo. Participants receiving BUP-XR compared with placebo had significantly fewer hospital days per person-year observed. CONCLUSIONS: These results show the feasibility of measuring patient-centered life changes in substance use disorder clinical studies. Participants receiving up to 6 monthly injections of BUP-XR, compared with placebo, reported better health, increased medication satisfaction, increased employment, and decreased healthcare utilization.


Subject(s)
Buprenorphine/administration & dosage , Narcotic Antagonists/administration & dosage , Opioid-Related Disorders/drug therapy , Patient Satisfaction/statistics & numerical data , Quality of Life , Adult , Analgesics, Opioid/blood , Analgesics, Opioid/urine , Buprenorphine/adverse effects , Dose-Response Relationship, Drug , Double-Blind Method , Drug Administration Schedule , Employment , Female , Humans , Injections, Subcutaneous , Insurance, Health/economics , Logistic Models , Male , Narcotic Antagonists/adverse effects , Patient Acceptance of Health Care , Patient Compliance , Patient-Centered Care , United States
12.
Lancet ; 393(10173): 778-790, 2019 02 23.
Article in English | MEDLINE | ID: mdl-30792007

ABSTRACT

BACKGROUND: RBP-6000, referred to as BUP-XR (extended-release buprenorphine), is a subcutaneously injected, monthly buprenorphine treatment for opioid use disorder. BUP-XR provides sustained buprenorphine plasma concentrations to block drug-liking of abused opioids over the entire monthly dosing period, while controlling withdrawal and craving symptoms. Administration of BUP-XR in a health-care setting also mitigates abuse, misuse, diversion, and unintentional exposure. We aimed to investigate the efficacy of different BUP-XR dosing regimens in participants with opioid use disorder. METHODS: This randomised, double-blind, placebo-controlled, phase 3 trial was done at 36 treatment centres in the USA. Treatment-seeking adults aged 18-65 years who had moderate or severe opioid use disorder (as defined by the fifth edition of the Diagnostic and Statistical Manual of Mental Disorders) entered an open-label run-in phase of up to 2 weeks' treatment with buprenorphine-naloxone sublingual film. Eligible participants were then randomly assigned (4:4:1:1) with an interactive voice/web-response system to receive BUP-XR 300 mg/300 mg (six injections of 300 mg), BUP-XR 300 mg/100 mg (two injections of 300 mg plus four injections of 100 mg), or volume-matched placebo every 28 days, and received weekly individual drug counselling. No supplemental buprenorphine was allowed. The primary efficacy endpoint was participants' percentage abstinence from opioid use, defined as the percentage of each participant's negative urine samples and self-reports of illicit opioid use from week 5 to week 24, analysed in the full analysis set. Safety was assessed in all participants who received at least one dose of BUP-XR or placebo. This study is registered with ClinicalTrials.gov, number NCT02357901. FINDINGS: From Jan 28, 2015, to Nov 12, 2015, 1187 potential participants were screened, 665 entered run-in, and 504 received BUP-XR 300 mg/300 mg (n=201), BUP-XR 300 mg/100 mg (n=203), or placebo (n=100). Mean participants' percentage abstinence was 41·3% (SD 39·7) for BUP-XR 300 mg/300 mg and 42·7% (38·5) for 300 mg/100 mg, compared with 5·0% (17·0) for placebo (p<0·0001 for both BUP-XR regimens). No compensatory non-opioid drug use was observed during BUP-XR treatment. The most common adverse events were headache (17 [8%] participants in the BUP-XR 300 mg/300 mg group vs 19 [9%] participants in the BUP-XR 300 mg/100 mg group vs six [6%] participants in the placebo group), constipation (16 [8%] vs 19 [9%] vs 0), nausea (16 [8%] vs 18 [9%] vs five [5%]), and injection-site pruritis (19 [9%] vs 13 [6%] vs four [4%]). The BUP-XR safety profile was consistent with other buprenorphine products for treatment of opioid use disorder, except for injection-site reactions, which were reported in more than 5% of all participants who received BUP-XR, but were mostly mild and not treatment-limiting. INTERPRETATION: Participants' percentage abstinence was significantly higher in both BUP-XR groups than in the placebo group. Treatment with BUP-XR was also well tolerated. The availability of this monthly formulation, delivered by health-care providers, represents an advance in treatment for opioid use disorder that enhances the benefits of buprenorphine by delivering sustained, optimal exposure, while reducing risks of current buprenorphine products. FUNDING: Indivior.


Subject(s)
Buprenorphine/administration & dosage , Narcotic Antagonists/administration & dosage , Opioid-Related Disorders/drug therapy , Adult , Analgesics, Opioid/blood , Analgesics, Opioid/urine , Buprenorphine/adverse effects , Dose-Response Relationship, Drug , Double-Blind Method , Drug Administration Schedule , Female , Humans , Injections , Male , Middle Aged , Narcotic Antagonists/adverse effects , Patient Compliance , Patient Satisfaction , United States
13.
Contemp Clin Trials ; 76: 93-103, 2019 01.
Article in English | MEDLINE | ID: mdl-30508592

ABSTRACT

Few opioid use disorder (OUD) treatment studies measure meaningful life changes during long-term recovery, focusing instead on retention and abstinence. Here, we report on the design and participant characteristics of the RECOVER study, a study exploring life changes in persons with OUD for up to 24 months following participation in a Phase III trial evaluating buprenorphine extended-release monthly injection for subcutaneous use (known as RBP-6000 during development). This multisite, observational, cohort study tracks clinical, environmental, and socio-economic changes using self-administered assessments, urine drug screens (UDS), and public databases. Outcomes include demographics (e.g., patient characteristics, employment history, criminal history), lifetime and recent OUD drug use and treatment, and current health and resource use. Demographic and psychosocial characteristics are compared to a national, population-based study. RECOVER participants (N = 533) tend to be single, white, males aged 26 years or older. Mean age at first opioid use was 21.7 years; lifetime substance-related overdose was 24.2%. At first assessment, 334 (62.7%) participants reported past 7-day and 296 (55.5%) reported past 28-day opioid abstinence. Five hundred UDS were collected at the first assessment; buprenorphine (90.6%), marijuana (45.2%), and opiates (34.4%) were most commonly identified. Two hundred forty-nine (47.2%) participants reported full- or part-time employment. Participants were like a national sample with differences found for age, race/ethnicity, employment, education, and health-related quality of life. We hope that further research using this approach can provide data supporting the patient-centered development of OUD treatments and be adopted by substance use disorder studies to incorporate recovery-related, life-activity outcomes.


Subject(s)
Analgesics, Opioid/administration & dosage , Buprenorphine/administration & dosage , Mental Health Recovery , Opiate Substitution Treatment , Opioid-Related Disorders/rehabilitation , Adolescent , Adult , Clinical Trials, Phase III as Topic , Crime/statistics & numerical data , Delayed-Action Preparations , Employment/statistics & numerical data , Family Relations , Female , Health Services/statistics & numerical data , Housing/statistics & numerical data , Humans , Injections, Subcutaneous , Male , Middle Aged , Patient Outcome Assessment , Quality of Life , Randomized Controlled Trials as Topic , Recurrence , Social Environment , Socioeconomic Factors , Young Adult
14.
Subst Abuse Rehabil ; 9: 59-78, 2018.
Article in English | MEDLINE | ID: mdl-30310349

ABSTRACT

BACKGROUND: Treatment for opioid use disorder is important because of the negative health, societal and economic consequences of illicit opioid use, but treatment adherence can be a challenge. This study assessed the association between buprenorphine medication-assisted treatment (MAT) adherence and relapse, health care utilization and costs. PATIENTS AND METHODS: Patients with opioid use disorder who were newly initiating a buprenorphine MAT regimen were identified in the 2008-2014 MarketScan® Commercial and Medicaid Databases and followed for 12 months after their earliest outpatient pharmacy claim for buprenorphine. Adherence was categorized using proportion of days covered (PDC) with buprenorphine, and patients with PDC≥0.80 were classified as adherent. Descriptive and adjusted analyses compared relapse prevalence, utilization and costs, all measured in the 12 months following buprenorphine MAT initiation, of adherent patients to patients in non-adherent PDC categories (PDC<0.20, 0.20≤PDC<0.40, 0.40≤PDC<0.60, 0.60≤PDC<0.80). RESULTS: Adherent patients were 37.1% of the Commercial sample (N=16,085) and 41.3% of the Medicaid sample (N=5,688). In both samples, non-adherent patients were significantly more likely than adherent patients to relapse and to have hospitalizations and emergency department visits. As a result, as buprenorphine MAT adherence increased, pharmacy costs increased, but medical costs decreased. Total costs (pharmacy plus medical costs) in the 12 months following buprenorphine MAT initiation decreased with adherence in Commercial patients ($28,525 for PDC<0.20 to $17,844 for PDC≥0.80). A slight decrease in total costs in the 12 months following buprenorphine MAT initiation was also observed in Medicaid patients ($21,292 for PDC<0.20 to $18,621 for PDC≥0.80). After adjustment, total costs of adherent patients in the Commercial sample ($17,519) were significantly lower compared with those of non-adherent patients (range $20,294-$24,431). In the Medicaid sample, adjusted total costs were not significantly different between adherence groups. CONCLUSION: Buprenorphine MAT adherence in the 12 months following treatment was associated with reduced odds of relapse and reduced unadjusted medical costs. For Commercial patients who were adherent to treatment, the adjusted total costs were predicted to be 30% lower than those for patients with PDC<0.20.

15.
J Opioid Manag ; 13(4): 207-220, 2017.
Article in English | MEDLINE | ID: mdl-28953313

ABSTRACT

OBJECTIVE: To identify the demographic and clinical characteristics of commercially insured and Medicaid patients with a diagnosis of opioid dependence or abuse and to describe the pharmacological and nonpharmacological treatments received by these patients. DESIGN: This was a retrospective observational study using de-identified administrative claims data. SETTING: The analysis included commercially insured and Medicaid patient data extracted from the Truven Health MarketScan® Commercial and Medicaid Databases. PATIENTS: Patients with a diagnosis of opioid dependence or abuse from 2008 to 2014 (earliest diagnosis = index date) and a minimum of 6 months of pre-index and postindex continuous enrollment in the database. MAIN OUTCOME MEASURE(S): Baseline demographic and clinical characteristics, medication-assisted treatment (MAT), and treatment other than MAT received following diagnosis, and the clinical practice setting in which patients received any opioid dependence-related care were reported. RESULTS: Data from commercially insured (N = 103,768) and Medicaid (N = 50,552) patients were analyzed. Common comorbid conditions included chronic pain (48.6 percent Commercial, 56.8 percent Medicaid), depressive disorder (24.0 percent Commercial, 32.8 percent Medicaid), and other substance abuse disorders (13.3 percent Commercial, 23.7 percent Medicaid). Nearly one third of both Commercial (31.6 percent) and Medicaid (33.6 percent) patients did not have any claims for psychosocial therapy or MAT during the follow-up period. Only 24.3 percent of Commercial patients and 20.4 percent of Medicaid patients had evidence of claims for both MAT and psychosocial treatment anytime following diagnosis. CONCLUSIONS: The results suggest that there are opportunities to improve care through comprehensive and coordinated treatment for opioid dependence/abuse. Policies aimed at improving treatment access may be warranted.


Subject(s)
Insurance, Health/trends , Medicaid/trends , Opiate Substitution Treatment/trends , Opioid-Related Disorders/therapy , Practice Patterns, Physicians'/trends , Psychotherapy/trends , Administrative Claims, Healthcare , Adolescent , Adult , Aged , Comorbidity , Databases, Factual , Female , Health Services Accessibility/trends , Humans , Insurance, Health/economics , Male , Medicaid/economics , Middle Aged , Opiate Substitution Treatment/economics , Opioid-Related Disorders/economics , Opioid-Related Disorders/epidemiology , Opioid-Related Disorders/psychology , Psychotherapy/economics , Quality Improvement/trends , Quality Indicators, Health Care/trends , Retrospective Studies , Time Factors , United States/epidemiology , Young Adult
16.
Am J Manag Care ; 23(6): e172-e179, 2017 Jun 01.
Article in English | MEDLINE | ID: mdl-28817294

ABSTRACT

OBJECTIVES: To examine patient characteristics and outcomes associated with nonadherence to buprenorphine and to identify specific patterns of nonadherent behavior. STUDY DESIGN: Cross-sectional, retrospective analysis of health claims data. METHODS: Aetna's administrative claims data were used to categorize incident opioid use disorder (OUD) patients based on buprenorphine medication possession ratio (MPR) into adherent (n = 172) and nonadherent (n = 305) groups. Adherent groups were then divided into 5 subgroups based on level of MPR, as well as 2 a priori-defined groups: intermittent adherent (IA) and early treatment discontinuation-no consequences (ETDNC). Groups were compared on patient characteristics and outcomes. RESULTS: Nonadherent members incurred significantly greater healthcare costs and were more likely to relapse (P <.05). The use of high-cost healthcare services increased as a function of decreasing MPR (P <.05). Assessment of the a priori groups revealed IA members to have outcomes similar to nonadherent patients, while ETDNC members exhibited outcomes similar to adherent members. CONCLUSIONS: Administrative claims can be used to define subgroups of buprenorphine-medication assisted treatment (B-MAT) patients. Nonadherence was related to an increased likelihood of relapse, and there is an inverse relationship between MPR and cost. The heterogeneity observed within this sample indicates that treatment regimens effective for 1 subgroup may not be appropriate for all OUD patients. Increased understanding of B-MAT nonadherent subgroups may facilitate development of new interventions and medications specifically designed for nonadherent B-MAT patients, potentially leading to improved outcomes and reduced costs of care.


Subject(s)
Buprenorphine/therapeutic use , Medication Adherence , Opiate Substitution Treatment , Opioid-Related Disorders/drug therapy , Adolescent , Adult , Cross-Sectional Studies , Female , Health Care Costs/statistics & numerical data , Humans , Male , Medication Adherence/psychology , Medication Adherence/statistics & numerical data , Opiate Substitution Treatment/methods , Opiate Substitution Treatment/psychology , Recurrence , Retrospective Studies , Treatment Outcome , Young Adult
17.
Subst Abuse Rehabil ; 7: 131-141, 2016.
Article in English | MEDLINE | ID: mdl-27695382

ABSTRACT

OBJECTIVE: Opioid overdoses (ODs) have been increasing, and harm reduction efforts are a priority. The success of these efforts will be dependent on the identification of at-risk patients and improved access to the antidote naloxone. Therefore, to identify access to naloxone and factors associated with negative health outcomes, we conducted a retrospective study of patients with OD to identify those at highest risk of adverse outcomes and to assess the use of naloxone. METHODS: We conducted a study of electronic health records for patients admitted to the largest multihospital system in the region - the Geisinger Health System (GHS) for ODs - from April 2005 through March 2015. ODs were defined by International Classification of Diseases-9 codes (age range: 10-95 years). Bivariate analyses and multiple logistic regressions were conducted to identify pre-OD factors associated with adverse health outcomes post-OD. RESULTS: We identified 2,039 patients with one or more ODs, of whom 9.4% were deceased within 12 months. Patient demographics suggest that patients with OD had a mean age of 52 years, were not married (64%), and were unemployed (78%). Common comorbidities among patients with OD include cardiovascular disease (22%), diabetes (14%), cancer (13%), and the presence of one or more mental health disorders (35%). Few patients had a prescription order for naloxone (9%) after their OD. The majority of patients with OD were in proximity to GHS health care facilities, with 87% having a GHS primary care provider. In multiple logistic regressions, common predictors of adverse outcomes, including death, repeated ODs, frequent service use, and high service cost, were higher prescription opioid use, comorbid medical conditions, comorbid mental disorders, and concurrent use of other psychotropic medications. CONCLUSION: This study suggests opportunities for improving OD outcomes. Those who receive higher quantities of prescription opioids concurrent with other psychotropic medicines may need closer monitoring to avoid death, repeated OD events, higher service use, and higher service costs. Other opportunities for improving OD outcomes include the use of electronic health records to notify physicians of high-risk patients and updating of guidelines/operation manuals focused on the distribution of naloxone to those in highest need.

18.
Schizophr Res ; 174(1-3): 126-131, 2016 07.
Article in English | MEDLINE | ID: mdl-27066860

ABSTRACT

BACKGROUND: There is increased interest in the impact of new long-acting treatments on health-related quality of life (HRQoL) in patients with schizophrenia. The aim of this study was to evaluate the impact of treatment with subcutaneous injections of RBP-7000, a new sustained-release formulation of risperidone, compared with placebo on health status, subjective well-being, treatment satisfaction, and preference of medicine in subjects with acute schizophrenia. METHODS: HRQoL data were derived from an 8-week double-blind, randomized, placebo-controlled, phase 3 study that assessed efficacy, safety, and tolerability of once monthly RBP-7000 (90mg and 120mg) compared with placebo in subjects with acute schizophrenia (n=337). HRQoL was measured with the EuroQol EQ-5D-5L, well-being using the Neuroleptic Treatment-Short Version (SWN-S), satisfaction using the Medication Satisfaction Questionnaire (MSQ), and preference using the Preference of Medicine Questionnaire (POM). RESULTS: The EQ-5D-5L VAS increased significantly in the RBP-7000 120mg group compared to Placebo (p=0.0212). In RBP-7000 120mg, subjects reported significant improvements in SWN-S physical functioning (p=0.0093), social integration (p=0.0368), and total score (p=0.0395). Subjects were significantly more satisfied with RBP-7000 versus placebo (90mg p=0.0009, 120mg p=0.0006) and preferred RBP-7000 over their previous medication (90mg p<0.0001, 120mg p=0.0619). CONCLUSIONS: Significantly greater improvements in HRQoL and overall well-being were demonstrated in patients randomized to RBP-7000 compared to placebo. The effect was more pronounced in the RBP-7000 120mg group. Patient satisfaction improved significantly and patient preference for their medicine favored RBP-7000 90mg and 120mg versus Placebo.


Subject(s)
Antipsychotic Agents/therapeutic use , Risperidone/therapeutic use , Schizophrenia/drug therapy , Adult , Aged , Dose-Response Relationship, Drug , Double-Blind Method , Female , Humans , Male , Middle Aged , Patient Reported Outcome Measures , Patient Satisfaction , Psychiatric Status Rating Scales , Quality of Life , Schizophrenic Psychology , Treatment Outcome , Young Adult
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