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Wyse JJ, McGinnis KA, Edelman EJ, Gordon AJ, Manhapra A, Fiellin DA, Moore BA, Korthuis PT, Kennedy AJ, Oldfield BJ, Gaither JR, Gordon KS, Skanderson M, Barry DT, Bryant K, Crystal S, Justice AC, Kraemer KL. Twelve-Month Retention in Opioid Agonist Treatment for Opioid Use Disorder Among Patients With and Without HIV. AIDS Behav 2022; 26:975-985. [PMID: 34495424 PMCID: PMC8840957 DOI: 10.1007/s10461-021-03452-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/26/2021] [Indexed: 12/22/2022]
Abstract
Although opioid agonist therapy (OAT) is associated with positive health outcomes, including improved HIV management, long-term retention in OAT remains low among patients with opioid use disorder (OUD). Using data from the Veterans Aging Cohort Study (VACS), we identify variables independently associated with OAT retention overall and by HIV status. Among 7,334 patients with OUD, 13.7% initiated OAT, and 27.8% were retained 12-months later. Likelihood of initiation and retention did not vary by HIV status. Variables associated with improved likelihood of retention included receiving buprenorphine (relative to methadone), receiving both buprenorphine and methadone at some point over the 12-month period, or diagnosis of HCV. History of homelessness was associated with a lower likelihood of retention. Predictors of retention were largely distinct between patients with HIV and patients without HIV. Findings highlight the need for clinical, systems, and research initiatives to better understand and improve OAT retention.
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Affiliation(s)
- Jessica J Wyse
- VA Portland Health Care System, Portland, OR, USA.
- School of Public Health, Oregon Health & Science University, Portland, OR, USA.
| | | | - E Jennifer Edelman
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Adam J Gordon
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
- Program for Addiction Research, Clinical Care, Knowledge and Advocacy (PARCKA), Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Ajay Manhapra
- Integrative Pain Recovery Service, Hampton VA Medical Center, Hampton, VA, USA
- APT Foundation, Pain Treatment Services, New Haven, CT, USA
| | - David A Fiellin
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Brent A Moore
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - P Todd Korthuis
- Section of Addiction Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Amy J Kennedy
- Los Angeles County Department of Health Services, Los Angeles, CA, USA
| | - Benjamin J Oldfield
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Julie R Gaither
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
| | - Kirsha S Gordon
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Declan T Barry
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- APT Foundation, Pain Treatment Services, New Haven, CT, USA
| | - Kendall Bryant
- National Institute on Alcohol Abuse and Alcoholism, Bethesda, MD, USA
| | - Stephen Crystal
- Center for Health Services Research, Institute for Health, Rutgers University, New Brunswick, NJ, USA
| | - Amy C Justice
- VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Center for Interdisciplinary Research on AIDS, Yale School of Public Health, New Haven, CT, USA
| | - Kevin L Kraemer
- Center for Research on Health Care, Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
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Meacham MC, Nobles AL, Tompkins DA, Thrul J. "I got a bunch of weed to help me through the withdrawals": Naturalistic cannabis use reported in online opioid and opioid recovery community discussion forums. PLoS One 2022; 17:e0263583. [PMID: 35134074 PMCID: PMC8824349 DOI: 10.1371/journal.pone.0263583] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [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] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 01/21/2022] [Indexed: 11/23/2022] Open
Abstract
A growing body of research has reported on the potential opioid-sparing effects of cannabis and cannabinoids, but less is known about specific mechanisms. The present research examines cannabis-related posts in two large online communities on the Reddit platform (“subreddits”) to compare mentions of naturalistic cannabis use by persons self-identifying as actively using opioids versus persons in recovery. We extracted all posts mentioning cannabis-related keywords (e.g., “weed”, “cannabis”, “marijuana”) from December 2015 through August 2019 from an opioid use subreddit and an opioid recovery subreddit. To investigate how cannabis is discussed at-scale, we identified and compared the most frequent phrases in cannabis-related posts in each subreddit using term-frequency-inverse document frequency (TF-IDF) weighting. To contextualize these findings, we also conducted a qualitative content analysis of 200 random posts (100 from each subreddit). Cannabis-related posts were about twice as prevalent in the recovery subreddit (n = 908; 5.4% of 16,791 posts) than in the active opioid use subreddit (n = 4,224; 2.6% of 159,994 posts, p < .001). The most frequent phrases from the recovery subreddit referred to time without using opioids and the possibility of using cannabis as a “treatment.” The most frequent phrases from the opioid subreddit referred to concurrent use of cannabis and opioids. The most common motivations for using cannabis were to manage opioid withdrawal symptoms in the recovery subreddit, often in conjunction with anti-anxiety and GI-distress “comfort meds,” and to enhance the “high” when used in combination with opioids in the opioid subreddit. Despite limitations in generalizability from pseudonymous online posts, this examination of reports of naturalistic cannabis use in relation to opioid use identified withdrawal symptom management as a common motivation. Future research is warranted with more structured assessments that examines the role of cannabis and cannabinoids in addressing both somatic and affective symptoms of opioid withdrawal.
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Affiliation(s)
- Meredith C. Meacham
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States of America
- * E-mail:
| | - Alicia L. Nobles
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California San Diego, San Diego, CA, United States of America
| | - D. Andrew Tompkins
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, United States of America
| | - Johannes Thrul
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, Baltimore, MD, United States of America
- Centre for Alcohol Policy Research, La Trobe University, Melbourne, Australia
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Taylor JL, Johnson S, Cruz R, Gray JR, Schiff D, Bagley SM. Integrating Harm Reduction into Outpatient Opioid Use Disorder Treatment Settings : Harm Reduction in Outpatient Addiction Treatment. J Gen Intern Med 2021; 36:3810-3819. [PMID: 34159545 PMCID: PMC8218967 DOI: 10.1007/s11606-021-06904-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Accepted: 04/30/2021] [Indexed: 01/10/2023]
Abstract
Opioid use disorder (OUD) is increasingly recognized as a chronic, relapsing brain disease whose treatment should be integrated into primary care settings alongside other chronic conditions. However, abstinence from all non-prescribed substance use continues to be prioritized as the only desired goal in many outpatient, primary care-based treatment programs. This presents a barrier to engagement for patients who continue to use substances and who may be at high risk for complications of ongoing substance use such as human immunodeficiency virus (HIV), hepatitis C virus (HCV), superficial and deep tissue infections, and overdose. Harm reduction aims to reduce the negative consequences of substance use and offers an alternative to abstinence as a singular goal. Incorporating harm reduction principles into primary care treatment settings can support programs in engaging patients with ongoing substance use and facilitate the delivery of evidence-based screening and prevention services. The objective of this narrative review is to describe strategies for the integration of evidence-based harm reduction principles and interventions into outpatient, primary care-based OUD treatment settings. We will offer specific tools for providers and programs including strategies to support safer injection practices, assess the risks and benefits of continuing medications for opioid use disorder in the setting of ongoing substance use, promote a non-stigmatizing program culture, and address the needs of special populations with ongoing substance use including adolescents, parents, and families.
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Affiliation(s)
- Jessica L Taylor
- Section of General Internal Medicine, Boston University School of Medicine & Boston Medical Center, Boston, MA, USA.
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, USA.
| | - Samantha Johnson
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, USA
- Section of Infectious Diseases, Boston Medical Center, Boston, MA, USA
| | - Ricardo Cruz
- Section of General Internal Medicine, Boston University School of Medicine & Boston Medical Center, Boston, MA, USA
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, USA
| | - Jessica R Gray
- Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Pediatrics, MassGeneral Hospital for Children, Boston, MA, USA
| | - Davida Schiff
- Division of General Academic Pediatrics, MassGeneral Hospital for Children, Boston, MA, USA
| | - Sarah M Bagley
- Section of General Internal Medicine, Boston University School of Medicine & Boston Medical Center, Boston, MA, USA
- Grayken Center for Addiction, Boston Medical Center, Boston, MA, USA
- Division of General Pediatrics, Boston University School of Medicine, Boston, MA, USA
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Zamarripa CA, Pareek T, Schrock HM, Prisinzano TE, Blough BE, Sufka KJ, Freeman KB. The kappa-opioid receptor agonist, triazole 1.1, reduces oxycodone self-administration and enhances oxycodone-induced thermal antinociception in male rats. Psychopharmacology (Berl) 2021; 238:3463-3476. [PMID: 34430992 PMCID: PMC8629928 DOI: 10.1007/s00213-021-05965-x] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Accepted: 08/10/2021] [Indexed: 12/29/2022]
Abstract
RATIONALE Triazole 1.1 is a novel kappa-opioid receptor (KOR) agonist reported to produce antinociception without KOR-typical adverse effects. When combined with the mu-opioid receptor (MOR) agonist, oxycodone, triazole 1.1 blocks oxycodone-induced pruritis without producing sedation-like effects in nonhuman primates. However, it is unknown if triazole 1.1 can reduce the abuse-related effects or enhance the antinociceptive effects of oxycodone similarly to other KOR agonists. OBJECTIVES The aim of the present study was to quantitatively compare the behavioral effects of triazole 1.1 to the KOR agonists, U50,488h and nalfurafine, on oxycodone self-administration and oxycodone-induced thermal antinociception when administered as mixtures with oxycodone. METHODS In the self-administration study, male Sprague-Dawley (SD) rats (n = 6) self-administered intravenous (i.v.) oxycodone alone (0.056 mg/kg/inj) or combined with U50,488 h (0.032-0.32 mg/kg/inj), nalfurafine (0.00032-0.0032 mg/kg/inj), or triazole 1.1 (0.32-1.8 mg/kg/inj) under a progressive-ratio schedule of reinforcement. In a hot plate assay, male SD rats (n = 6) received i.v. injections of oxycodone (1.0-5.6 mg/kg), U50,488h (1.0-18.0 mg/kg), nalfurafine (0.01-1.0 mg/kg), or triazole 1.1 (3.2-32.0 mg/kg) alone or in combinations of fixed proportion with oxycodone based on the relative potencies of the single drugs. Each study concluded with administration of the KOR antagonist nor-BNI and some degree of retesting of the previous conditions to verify that the behavioral effects were mediated by KOR activation. RESULTS All KOR agonists reduced oxycodone self-administration in a dose-dependent manner. Moreover, all single drugs and drug combinations produced dose-dependent, fully efficacious thermal antinociception. All KOR agonist:oxycodone combinations produced either additive or super-additive thermal antinociception. Finally, each KOR agonist was blocked in effect by nor-BNI in both behavioral measures. CONCLUSION This study demonstrates that triazole 1.1 reduces oxycodone's reinforcing effects and enhances oxycodone-induced antinociception to degrees that are comparable to typical KOR agonists. Given triazole 1.1's mild adverse-effect profile, developing MOR-KOR agonist combinations from the triazole 1.1 series may render new pain therapeutics with reduced abuse liability.
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Affiliation(s)
- C Austin Zamarripa
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA
| | - Tanya Pareek
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA
| | - Hayley M Schrock
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA
| | | | | | - Kenneth J Sufka
- Department of Psychology, University of Mississippi, Oxford, MS, USA
| | - Kevin B Freeman
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, 2500 N. State Street, Jackson, MS, 39216, USA.
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Hsu CN, Chang CH, Poopradubsil T, Lo A, William KA, Lin KW, Bandrowski A, Ozyurt IB, Grethe JS, Martone ME. Antibody Watch: Text mining antibody specificity from the literature. PLoS Comput Biol 2021; 17:e1008967. [PMID: 34043624 PMCID: PMC8189493 DOI: 10.1371/journal.pcbi.1008967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 06/09/2021] [Accepted: 04/15/2021] [Indexed: 11/21/2022] Open
Abstract
Antibodies are widely used reagents to test for expression of proteins and other antigens. However, they might not always reliably produce results when they do not specifically bind to the target proteins that their providers designed them for, leading to unreliable research results. While many proposals have been developed to deal with the problem of antibody specificity, it is still challenging to cover the millions of antibodies that are available to researchers. In this study, we investigate the feasibility of automatically generating alerts to users of problematic antibodies by extracting statements about antibody specificity reported in the literature. The extracted alerts can be used to construct an “Antibody Watch” knowledge base containing supporting statements of problematic antibodies. We developed a deep neural network system and tested its performance with a corpus of more than two thousand articles that reported uses of antibodies. We divided the problem into two tasks. Given an input article, the first task is to identify snippets about antibody specificity and classify if the snippets report that any antibody exhibits non-specificity, and thus is problematic. The second task is to link each of these snippets to one or more antibodies mentioned in the snippet. The experimental evaluation shows that our system can accurately perform the classification task with 0.925 weighted F1-score, linking with 0.962 accuracy, and 0.914 weighted F1 when combined to complete the joint task. We leveraged Research Resource Identifiers (RRID) to precisely identify antibodies linked to the extracted specificity snippets. The result shows that it is feasible to construct a reliable knowledge base about problematic antibodies by text mining. Antibodies are widely used reagents to test for the expression of proteins. However, antibodies are also a known source of reproducibility problems in biomedicine, as specificity and other issues can complicate their use. Information about how antibodies perform for specific applications are scattered across the biomedical literature and multiple websites. To alert scientists with reported antibody issues, we develop text mining algorithms that can identify specificity issues reported in the literature. We developed a deep neural network algorithm and performed a feasibility study on 2,223 papers. We leveraged Research Resource Identifiers (RRIDs), unique identifiers for antibodies and other biomedical resources, to match extracted specificity issues with particular antibodies. The results show that our system, called “Antibody Watch,” can accurately perform specificity issue identification and RRID association with a weighted F-score over 0.914. From our test corpus, we identified 37 antibodies with 68 nonspecific issue statements. With Antibody Watch, for example, if one were looking for an antibody targeting beta-Amyloid 1–16, from 74 antibodies at dkNET Resource Reports (on 10/2/20), one would be alerted that “some non-specific bands were detected at 55 kDa in both WT and APP/PS1 mice with the 6E10 antibody…”
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Affiliation(s)
- Chun-Nan Hsu
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Chia-Hui Chang
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
- Department of Computer Science and Information Engineering, National Central University, Zhongli, Taiwan
| | - Thamolwan Poopradubsil
- Department of Computer Science and Information Engineering, National Central University, Zhongli, Taiwan
| | - Amanda Lo
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Karen A. William
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Ko-Wei Lin
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Anita Bandrowski
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
- SciCrunch, Inc. San Diego, California, United States of America
| | - Ibrahim Burak Ozyurt
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Jeffrey S. Grethe
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
| | - Maryann E. Martone
- Department of Neurosciences and Center for Research in Biological Systems, University of California, San Diego, La Jolla, California, United States of America
- SciCrunch, Inc. San Diego, California, United States of America
- * E-mail:
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Kong L, Karns R, Shata MTM, Brown JL, Lyons MS, Sherman KE, Blackard JT. The synthetic opioid fentanyl enhances viral replication in vitro. PLoS One 2021; 16:e0249581. [PMID: 33852610 PMCID: PMC8046189 DOI: 10.1371/journal.pone.0249581] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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] [Subscribe] [Scholar Register] [Received: 01/11/2021] [Accepted: 03/20/2021] [Indexed: 12/15/2022] Open
Abstract
The US is in the midst of a major drug epidemic fueled in large part by the widespread recreational use of synthetic opioids such as fentanyl. Persons with opioid use disorder are at significant risk for transmission of injection-associated infections such as hepatitis B virus (HBV) and hepatitis C virus (HCV). Commonly abused substances may antagonize immune responses and promote viral replication. However, the impact of synthetic opioids on virus replication has not been well explored. Thus, we evaluated the impact of fentanyl and carfentanil using in vitro systems that replicate infectious viruses. Fentanyl was used in cell lines replicating HBV or HCV at concentrations of 1 ng, 100 ng, and 10 ug. Viral protein synthesis was quantified by ELISA, while apoptosis and cell death were measured by M30 or MTT assays, respectively. HCV replicative fitness was evaluated in a luciferase-based system. RNAseq was performed to evaluate cellular gene regulation in the presence of fentanyl. Low dose fentanyl had no impact on HCV replication in Huh7.5JFH1 hepatocytes; however, higher doses significantly enhanced HCV replication. Similarly, a dose-dependent increase in HCV replicative fitness was observed in the presence of fentanyl. In the HepG2.2.15 hepatocyte cell line, fentanyl caused a dose-dependent increase in HBV replication, although only a higher doses than for HCV. Addition of fentanyl resulted in significant apoptosis in both hepatocyte cell lines. Cell death was minimal at low drug concentrations. RNAseq identified a number of hepatocyte genes that were differentially regulated by fentanyl, including those related to apoptosis, the antiviral / interferon response, chemokine signaling, and NFκB signaling. Collectively, these data suggest that synthetic opioids promote viral replication but may have distinct effects depending on the drug dose and the viral target. As higher viral loads are associated with pathogenesis and virus transmission, additional research is essential to an enhanced understanding of opioid-virus pathogenesis and for the development of new and optimized treatment strategies.
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Affiliation(s)
- Ling Kong
- Division of Digestive Diseases, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Rebekah Karns
- Digestive Health Center, Cincinnati Children’s Hospital, Cincinnati, OH, United States of America
| | - Mohamed Tarek M. Shata
- Division of Digestive Diseases, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Jennifer L. Brown
- Addiction Sciences Division, Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Michael S. Lyons
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
- Department of Emergency Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Kenneth E. Sherman
- Division of Digestive Diseases, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
| | - Jason T. Blackard
- Division of Digestive Diseases, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
- Center for Addiction Research, University of Cincinnati College of Medicine, Cincinnati, OH, United States of America
- * E-mail:
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Calligaro GL, de Wit Z, Cirota J, Orrell C, Myers B, Decker S, Stein DJ, Sorsdahl K, Dawson R. Brief psychotherapy administered by non-specialised health workers to address risky substance use in patients with multidrug-resistant tuberculosis: a feasibility and acceptability study. Pilot Feasibility Stud 2021; 7:28. [PMID: 33468251 PMCID: PMC7814702 DOI: 10.1186/s40814-020-00764-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 12/21/2020] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Only 55% of multidrug-resistant tuberculosis (MDR-TB) cases worldwide complete treatment, with problem substance use a risk for default and treatment failure. Nevertheless, there is little research on psychotherapeutic interventions for reducing substance use amongst MDR-TB patients, in general, and on their delivery by non-specialist health workers in particular. OBJECTIVES To explore the feasibility and acceptability of a non-specialist health worker-delivered 4-session brief motivational interviewing and relapse prevention (MI-RP) intervention for problem substance use and to obtain preliminary data on the effects of this intervention on substance use severity, depressive symptoms, psychological distress and functional impairment at 3 months after hospital discharge. METHODS Between December 2015 and October 2016, consenting MDR-TB patients admitted to Brewelskloof Hospital who screened at moderate to severe risk for substance-related problems on the Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) were enrolled, and a baseline questionnaire administered. In the 4 weeks prior to planned discharge, trained counsellors delivered the MI-RP intervention. The baseline questionnaire was re-administered 3 months post-discharge and qualitative interviews were conducted with a randomly selected sample of participants (n = 10). RESULTS Sixty patients were screened: 40 (66%) met inclusion criteria of which 39 (98%) were enrolled. Of the enrolled patients, 26 (67%) completed the counselling sessions and the final assessment. Qualitative interviews revealed participants' perceptions of the value of the intervention. From baseline to follow-up, patients reported reductions in substance use severity, symptoms of depression, distress and functional impairment. CONCLUSION In this feasibility study, participant retention in the study was moderate. We found preliminary evidence supporting the benefits of the intervention for reducing substance use and symptoms of psychological distress, supported by qualitative reports of patient experiences. Randomised studies are needed to demonstrate efficacy of this intervention before considering potential for wider implementation. TRIAL REGISTRATION South African National Clinical Trials Register ( DOH-27-0315-5007 ) on 01/04/2015 ( http://www.sanctr.gov.za ).
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Affiliation(s)
- Gregory L Calligaro
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - Zani de Wit
- Centre for TB Research Innovation, University of Cape Town Lung Institute, George Road, Mowbray, Cape Town, 7925, South Africa
| | - Jacqui Cirota
- Centre for TB Research Innovation, University of Cape Town Lung Institute, George Road, Mowbray, Cape Town, 7925, South Africa
| | - Catherine Orrell
- The Desmond Tutu HIV Centre, Institute of Infectious Disease and Molecular Medicine, Cape Town, South Africa
| | - Bronwyn Myers
- Alcohol, Tobacco and Other Drug Research Unit, South African Medical Research Council, Tygerberg, South Africa
- Addiction Psychiatry Division, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | | | - Dan J Stein
- SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - Katherine Sorsdahl
- Alan J Flisher Centre for Public Mental Health, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Rodney Dawson
- Centre for TB Research Innovation, University of Cape Town Lung Institute, George Road, Mowbray, Cape Town, 7925, South Africa.
- Division of Pulmonology, Department of Medicine, University of Cape Town Lung Institute, Cape Town, South Africa.
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Davis DR, Morean ME, Bold KW, Camenga D, Kong G, Jackson A, Simon P, Krishnan-Sarin S. Cooling e-cigarette flavors and the association with e-cigarette use among a sample of high school students. PLoS One 2021; 16:e0256844. [PMID: 34469460 PMCID: PMC8409641 DOI: 10.1371/journal.pone.0256844] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [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] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 08/17/2021] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION E-liquid flavor is typically presented by flavor category (e.g. menthol, mint, fruit, dessert). Cooling sensations produced by flavor additives such as menthol enhance appeal of e-cigarettes among youth, but not all e-liquids that produce cooling sensations are labeled as menthol. Sensory experiences produced by flavors may allow for a new way to capture e-cigarette flavor use. This study aims to examine use of flavors that produce cooling sensations among youth and its association with e-cigarette use behaviors. METHODS A 2019 survey of high school students (n = 4875) examined use of e-cigarette flavors that produced cooling sensations (cooling flavors) among past 30-day e-cigarette users. E-cigarette use behaviors (flavor use, nicotine use, frequency of use) were examined between those who did and did not use cooling flavors. A binary logistic regression was used to examine associations between vaping frequency, nicotine (vs. non-nicotine) use, and vaping cooling flavors while controlling for demographics, number of flavors vaped in the past month, and vaping age of onset. RESULTS 51.6% (n = 473/916) of the analytic sample endorsed vaping cooling flavors. There were no demographic differences by vaping cooling flavors. Vaping cooling flavors was associated with vaping more frequently (AOR:1.04,95% CI:1.03,1.05) and vaping nicotine (AOR:2.37,95% CI:1.53,3.67). CONCLUSION Vaping cooling flavors was associated with greater nicotine vaping and frequency of e-cigarette use. Assessing sensory experience, such as cooling, in addition to flavor category may more fully capture e-cigarette flavor use and its impacts on youth e-cigarette use behaviors.
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Affiliation(s)
- Danielle R. Davis
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
- * E-mail:
| | - Meghan E. Morean
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Krysten W. Bold
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Deepa Camenga
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, United States of America
| | - Grace Kong
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Asti Jackson
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
| | - Patricia Simon
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States of America
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Akiyama MJ, Ross J, Rimawi F, Fox A, Jordan AO, Wiersema J, Litwin AH, Kaba F, MacDonald R. Knowledge, attitudes, and acceptability of direct-acting antiviral hepatitis C treatment among people incarcerated in jail: A qualitative study. PLoS One 2020; 15:e0242623. [PMID: 33264311 PMCID: PMC7710033 DOI: 10.1371/journal.pone.0242623] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [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] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Accepted: 11/03/2020] [Indexed: 01/27/2023] Open
Abstract
Introduction While U.S. jails are critical sites for engagement in HCV care, short lengths-of-stay often do not permit treatment in jail. Therefore, linkage to HCV care after incarceration is crucial. However, little is known about HCV treatment acceptability among justice-involved individuals in U.S. jails. The goal of this study was to understand knowledge, attitudes, and acceptability of HCV treatment among people living with HCV in the New York City (NYC) jail system. Methods We recruited 36 HCV-antibody-positive individuals in the NYC jails using clinical data reports and performed semi-structured interviews to explore participants’ attitudes toward HCV treatment in jail and following return to the community. We continued interviews until reaching thematic saturation and analyzed interviews using an inductive, thematic approach. Results Participants were mostly male, Latina/o, with a mean age of 40 years. Nearly all were aware they were HCV antibody-positive. Two thirds of participants had some awareness of the availability of new HCV therapies. Key themes included: 1) variable knowledge of new HCV therapies affecting attitudes toward HCV treatment, 2) the importance of other incarcerated individuals in communicating HCV-related knowledge, 3) vulnerability during incarceration and fear of treatment interruption, 4) concern for relapse to active drug use and HCV reinfection, 5) competing priorities (such as other medical comorbidities, ongoing substance use, and housing), 6) social support and the importance of family. Conclusions Patient-centered approaches to increase treatment uptake in jail settings should focus on promoting HCV-related knowledge including leveraging peers for knowledge dissemination. In addition, transitional care programs should ensure people living with HCV in jail have tailored discharge plans focused on competing priorities such as housing instability, social support, and treatment of substance use disorders.
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Affiliation(s)
- Matthew J. Akiyama
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, United States of America
- * E-mail:
| | - Jonathan Ross
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Fatimah Rimawi
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Aaron Fox
- Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Alison O. Jordan
- Correctional Health Services, New York City Health + Hospitals, New York, NY, United States of America
| | - Janet Wiersema
- Correctional Health Services, New York City Health + Hospitals, New York, NY, United States of America
| | - Alain H. Litwin
- Department of Medicine, University of South Carolina School of Medicine–Greenville, Greenville, South Carolina, United States of America
- Department of Medicine, Prisma Health, Greenville, South Carolina, United States of America
- Clemson University School of Health Research, Clemson, South Carolina, United States of America
| | - Fatos Kaba
- Correctional Health Services, New York City Health + Hospitals, New York, NY, United States of America
| | - Ross MacDonald
- Correctional Health Services, New York City Health + Hospitals, New York, NY, United States of America
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10
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Capizzi J, Leahy J, Wheelock H, Garcia J, Strnad L, Sikka M, Englander H, Thomas A, Korthuis PT, Menza TW. Population-based trends in hospitalizations due to injection drug use-related serious bacterial infections, Oregon, 2008 to 2018. PLoS One 2020; 15:e0242165. [PMID: 33166363 PMCID: PMC7652306 DOI: 10.1371/journal.pone.0242165] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [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] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 10/27/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Injection drug use has far-reaching social, economic, and health consequences. Serious bacterial infections, including skin/soft tissue infections, osteomyelitis, bacteremia, and endocarditis, are particularly morbid and mortal consequences of injection drug use. METHODS We conducted a population-based retrospective cohort analysis of hospitalizations among patients with a diagnosis code for substance use and a serious bacterial infection during the same hospital admission using Oregon Hospital Discharge Data. We examined trends in hospitalizations and costs of hospitalizations attributable to injection drug use-related serious bacterial infections from January 1, 2008 through December 31, 2018. RESULTS From 2008 to 2018, Oregon hospital discharge data included 4,084,743 hospitalizations among 2,090,359 patients. During the study period, hospitalizations for injection drug use-related serious bacterial infection increased from 980 to 6,265 per year, or from 0.26% to 1.68% of all hospitalizations (P<0.001). The number of unique patients with an injection drug use-related serious bacterial infection increased from 839 to 5,055, or from 2.52% to 8.46% of all patients (P<0.001). While hospitalizations for all injection drug use-related serious bacterial infections increased over the study period, bacteremia/sepsis hospitalizations rose most rapidly with an 18-fold increase. Opioid use diagnoses accounted for the largest percentage of hospitalizations for injection drug use-related serious bacterial infections, but hospitalizations for amphetamine-type stimulant-related serious bacterial infections rose most rapidly with a 15-fold increase. People living with HIV and HCV experienced increases in hospitalizations for injection drug use-related serious bacterial infection during the study period. Overall, the total cost of hospitalizations for injection drug use-related serious bacterial infections increased from $16,305,129 in 2008 to $150,879,237 in 2018 (P<0.001). CONCLUSIONS In Oregon, hospitalizations for injection drug use-related serious bacterial infections increased dramatically and exacted a substantial cost on the health care system from 2008 to 2018. This increase in hospitalizations represents an opportunity to initiate substance use disorder treatment and harm reduction services to improve outcomes for people who inject drugs.
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Affiliation(s)
- Jeffrey Capizzi
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - Judith Leahy
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - Haven Wheelock
- OutsideIn, A Federally Qualified Health Center (FQHC), Portland, Oregon, United States of America
| | - Jonathan Garcia
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, United States of America
| | - Luke Strnad
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Monica Sikka
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Honora Englander
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Ann Thomas
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
| | - P. Todd Korthuis
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
| | - Timothy William Menza
- Public Health Division, Oregon Health Authority, Portland, Oregon, United States of America
- Department of Medicine, Oregon Health & Science University, Portland, Oregon, United States of America
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11
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Goodman-Meza D, Rudas A, Chiang JN, Adamson PC, Ebinger J, Sun N, Botting P, Fulcher JA, Saab FG, Brook R, Eskin E, An U, Kordi M, Jew B, Balliu B, Chen Z, Hill BL, Rahmani E, Halperin E, Manuel V. A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity. PLoS One 2020; 15:e0239474. [PMID: 32960917 PMCID: PMC7508387 DOI: 10.1371/journal.pone.0239474] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [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] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 09/01/2020] [Indexed: 01/09/2023] Open
Abstract
Worldwide, testing capacity for SARS-CoV-2 is limited and bottlenecks in the scale up of polymerase chain reaction (PCR-based testing exist. Our aim was to develop and evaluate a machine learning algorithm to diagnose COVID-19 in the inpatient setting. The algorithm was based on basic demographic and laboratory features to serve as a screening tool at hospitals where testing is scarce or unavailable. We used retrospectively collected data from the UCLA Health System in Los Angeles, California. We included all emergency room or inpatient cases receiving SARS-CoV-2 PCR testing who also had a set of ancillary laboratory features (n = 1,455) between 1 March 2020 and 24 May 2020. We tested seven machine learning models and used a combination of those models for the final diagnostic classification. In the test set (n = 392), our combined model had an area under the receiver operator curve of 0.91 (95% confidence interval 0.87-0.96). The model achieved a sensitivity of 0.93 (95% CI 0.85-0.98), specificity of 0.64 (95% CI 0.58-0.69). We found that our machine learning algorithm had excellent diagnostic metrics compared to SARS-CoV-2 PCR. This ensemble machine learning algorithm to diagnose COVID-19 has the potential to be used as a screening tool in hospital settings where PCR testing is scarce or unavailable.
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Affiliation(s)
- David Goodman-Meza
- Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Akos Rudas
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
- Faculty of Informatics, Eötvös Loránd University (ELTE), Budapest, Hungary
| | - Jeffrey N. Chiang
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
| | - Paul C. Adamson
- Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Joseph Ebinger
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Nancy Sun
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Patrick Botting
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, California, United States of America
| | - Jennifer A. Fulcher
- Division of Infectious Diseases, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Faysal G. Saab
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Rachel Brook
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Eleazar Eskin
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
- Department of Human Genetics, UCLA, Los Angeles, California, United States of America
| | - Ulzee An
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
| | - Misagh Kordi
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
| | - Brandon Jew
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
| | - Brunilda Balliu
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
| | - Zeyuan Chen
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
| | - Brian L. Hill
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
| | - Elior Rahmani
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
| | - Eran Halperin
- Department of Computational Medicine, UCLA, Los Angeles, California, United States of America
- Department of Computer Science, UCLA, Los Angeles, California, United States of America
- Department of Human Genetics, UCLA, Los Angeles, California, United States of America
- Department of Anesthesiology, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
| | - Vladimir Manuel
- Faculty Practice Group, David Geffen School of Medicine at UCLA, Los Angeles, California, United States of America
- UCLA Clinical and Translational Science Institute, Los Angeles, California, United States of America
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12
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Freeman R, Gwadz M, Wilton L, Collins LM, Dorsen C, Hawkins RL, Silverman E, Martinez BY, Leonard NR, Applegate A, Cluesman S. Understanding long-term HIV survivorship among African American/Black and Latinx persons living with HIV in the United States: a qualitative exploration through the lens of symbolic violence. Int J Equity Health 2020; 19:146. [PMID: 32859191 PMCID: PMC7453370 DOI: 10.1186/s12939-020-01253-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 08/05/2020] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Persons living with HIV (PLWH) are living longer, although racial/ethnic and socioeconomic status (SES) disparities persist. Yet, little is known about the experience of living with and managing HIV over decades. The present study took a qualitative approach and used the lens of symbolic violence, a type of internalized, non-physical violence manifested in the power differential between social groups. We focused on adult African American/Black and Latinx (AABL) PLWH from low-SES backgrounds. METHODS Data were drawn from two studies with AABL PLWH in New York City (N = 59). After providing signed informed consent, participants engaged in in-depth semi-structured interviews on aspects of HIV management. Interviews were audio-recorded and professionally transcribed verbatim, and data were analyzed using directed qualitative content analysis. RESULTS Participants in the two studies were comparable on sociodemographic and background characteristics. They had lived with HIV for 20 years, on average (range 3-33 years). All were from low-SES backgrounds and most were African American/Black and men. Participants experienced a convergence of multiple social exclusions, harms, and stigmas, consistent with symbolic violence, which contributed to disengagement from HIV care and discontinuation of HIV medications. We organized results into five sub-themes: (1) participants were "ground down" over time by material, social, and emotional challenges and this diminished self-worth and, at times, the will to live; (2) social isolation and self-isolation, based in part on feeling devalued and dehumanized, served as stigma-avoidance strategies and mechanisms of social exclusion; (3) stigmatizing aspects of patient-provider interactions, both experienced and anticipated, along with (4) restricted autonomy in HIV care and other settings (e.g., parole) reduced engagement; and (5) poor HIV management was internalized as a personal failure. Importantly, resilience was evident throughout the five sub-themes. CONCLUSIONS Symbolic violence is a useful framework for understanding long-term HIV management and survivorship among AABL PLWH from low-SES backgrounds. Indeed, forms of symbolic violence are internalized over time (e.g., experiencing devaluation, dehumanization, loss of self-worth, and anticipated stigma), thereby impeding successful HIV management, in part because avoiding HIV care and discontinuing HIV medications are primary coping strategies. Results have implications for interventions in community and health care settings.
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Affiliation(s)
- Robert Freeman
- Independent Consultant, 205 Clinton Avenue, Brooklyn, NY, 11205, USA
| | - Marya Gwadz
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA.
| | - Leo Wilton
- Department of Human Development, State University of New York at Binghamton, 4400 Vestal Parkway East, Binghamton, NY, 13902, USA
- Faculty of Humanities, University of Johannesburg, PO Box 524, Auckland Park, Johannesburg, 2006, South Africa
| | - Linda M Collins
- Department of Human Development and Family Studies, The Methodology Center, The Pennsylvania State University, 435 Health and Human Development Building, University Park, PA, 16802, USA
| | - Caroline Dorsen
- Center for Drug Use and HIV Research, NYU School of Global Public Health, 665 Broadway, 11th Floor, New York, NY, 10012, USA
- Rory Meyers College of Nursing, New York University, 433 1st Avenue, New York, NY, 10010, USA
| | - Robert L Hawkins
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA
| | - Elizabeth Silverman
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA
| | - Belkis Y Martinez
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA
| | - Noelle R Leonard
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA
- Center for Drug Use and HIV Research, NYU School of Global Public Health, 665 Broadway, 11th Floor, New York, NY, 10012, USA
| | - Amanda Applegate
- Edna Bennett Pierce Prevention Research Center, The Pennsylvania State University, 314 Biobehavioral Health Building, University Park, PA, 16802, USA
| | - Sabrina Cluesman
- Silver School of Social Work, New York University, 1 Washington Square North, New York, NY, 10003, USA
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13
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Wilson JD, Pecker LH, Lanzkron S, Bediako SM, Han D, Beach MC. Marijuana use and health behaviors in a US clinic sample of patients with sickle cell disease. PLoS One 2020; 15:e0235192. [PMID: 32663844 PMCID: PMC7360374 DOI: 10.1371/journal.pone.0235192] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [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] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 05/28/2020] [Indexed: 11/29/2022] Open
Abstract
Introduction As marijuana use becomes more common, it is essential clinicians understand the relationship between marijuana use and health behaviors. Methods Using a retrospective cohort of adolescents and adults with sickle cell disease (SCD) stratified into a young (<25 years) and older cohort (> = 25 years), we conducted multiple linear regression examining relationship of marijuana use (independent variable) on each dependent variable (SCD self-management score and pain management). Results Among young cohort, 16.9% used marijuana compared to 21.8% of older cohort. The younger cohort reporting marijuana use had lower mean self-care scores (β = -2.74;p = 0.009) and were more likely to have admissions to the hospital for pain (β = 0.87;p = 0.047) compared to non-users. In contrast, the older cohort reporting marijuana use had more days treating pain at home (β = 0.44;p = 0.035). Conclusions Only a minority of patients with SCD reported lifetime marijuana use. Among those reporting marijuana use, there were different associations with self-care and health-related behaviors by age. The older cohort who endorsed marijuana use reported more days of treating pain at home, although this did not translate into increased acute care visits for pain crisis. Among youth, endorsing marijuana use was associated with worse SCD self-care.
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Affiliation(s)
- J. Deanna Wilson
- Department of Medicine, Division of General Internal Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
- Department of Pediatrics, Division of Adolescent and Young Adult Medicine, University of Pittsburgh, Pittsburgh, PA, United States of America
- * E-mail:
| | - Lydia H. Pecker
- Department of Pediatrics, Division of Pediatric Hematology, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Sophie Lanzkron
- Department of Medicine, Division of Hematology, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Shawn M. Bediako
- Department of Psychology, University of Maryland, Baltimore County, Baltimore, MD, United States of America
| | - Dingfen Han
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
| | - Mary Catherine Beach
- Department of Medicine, Division of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America
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Finley EP, Schneegans S, Curtis ME, Bebarta VS, Maddry JK, Penney L, McGeary D, Potter JS. Confronting challenges to opioid risk mitigation in the U.S. health system: Recommendations from a panel of national experts. PLoS One 2020; 15:e0234425. [PMID: 32542028 PMCID: PMC7295233 DOI: 10.1371/journal.pone.0234425] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Accepted: 05/26/2020] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Amid the ongoing U.S. opioid crisis, achieving safe and effective chronic pain management while reducing opioid-related morbidity and mortality is likely to require multi-level efforts across health systems, including the Military Health System (MHS), Department of Veterans Affairs (VA), and civilian sectors. OBJECTIVE We conducted a series of qualitative panel discussions with national experts to identify core challenges and elicit recommendations toward improving the safety of opioid prescribing in the U.S. DESIGN We invited national experts to participate in qualitative panel discussions regarding challenges in opioid risk mitigation and how best to support providers in delivery of safe and effective opioid prescribing across MHS, VA, and civilian health systems. PARTICIPANTS Eighteen experts representing primary care, emergency medicine, psychology, pharmacy, and public health/policy participated. APPROACH Six qualitative panel discussions were conducted via teleconference with experts. Transcripts were coded using team-based qualitative content analysis to identify key challenges and recommendations in opioid risk mitigation. KEY RESULTS Panelists provided insight into challenges across multiple levels of the U.S. health system, including the technical complexity of treating chronic pain, the fraught national climate around opioids, the need to integrate surveillance data across a fragmented U.S. health system, a lack of access to non-pharmacological options for chronic pain care, and difficulties in provider and patient communication. Participating experts identified recommendations for multi-level change efforts spanning policy, research, education, and the organization of healthcare delivery. CONCLUSIONS Reducing opioid risk while ensuring safe and effective pain management, according to participating experts, is likely to require multi-level efforts spanning military, veteran, and civilian health systems. Efforts to implement risk mitigation strategies at the patient level should be accompanied by efforts to increase education for patients and providers, increase access to non-pharmacological pain care, and support use of existing clinical decision support, including state-level prescription drug monitoring programs.
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Affiliation(s)
- Erin P. Finley
- UT Health San Antonio, San Antonio, Texas, United States of America
- South Texas Veterans Health Care System, San Antonio, Texas, United States of America
| | - Suyen Schneegans
- UT Health San Antonio, San Antonio, Texas, United States of America
| | - Megan E. Curtis
- UT Health San Antonio, San Antonio, Texas, United States of America
| | - Vikhyat S. Bebarta
- University of Colorado School of Medicine, Aurora, CO, United States of America
| | - Joseph K. Maddry
- Emergency Department, Brooke Army Medical Center, San Antonio, Texas, United States of America
- 59th Medical Wing Science and Technology Cell, San Antonio, Texas, United States of America
- San Antonio Uniformed Services Health Education Consortium, San Antonio, Texas, United States of America
| | - Lauren Penney
- UT Health San Antonio, San Antonio, Texas, United States of America
- South Texas Veterans Health Care System, San Antonio, Texas, United States of America
| | - Don McGeary
- UT Health San Antonio, San Antonio, Texas, United States of America
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Flentje A, Barger BT, Capriotti MR, Lubensky ME, Tierney M, Obedin-Maliver J, Lunn MR. Screening gender minority people for harmful alcohol use. PLoS One 2020; 15:e0231022. [PMID: 32255781 PMCID: PMC7138294 DOI: 10.1371/journal.pone.0231022] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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] [Subscribe] [Scholar Register] [Received: 11/22/2019] [Accepted: 03/13/2020] [Indexed: 01/12/2023] Open
Abstract
This study identifies how to screen for harmful alcohol use among gender minority (e.g., transgender and gender-expansive) people using brief screening methods and identifies which screening methods perform best among gender-expansive, transfeminine, and transmasculine subgroups, as screening recommendations are not currently available. Using 2018 Annual Questionnaire data from The PRIDE Study, area under the curve (AUC) values were compared to identify which screening methods ("4 or more" or "5 or more" drinks on one occasion in the past year, or one or more items from the Alcohol Use Disorders Identification Test [AUDIT]) best predicted (i) harmful alcohol use and (ii) one or more past year alcohol dependence symptoms or consequences. Among 1892 participants, "5 or more" drinks on one occasion (AUC ranges: 0.82-0.86) performed better than "4 or more" drinks (AUC ranges: 0.78-0.81) in predicting harmful drinking. The screening methods "4 or more" drinks, "5 or more" drinks, and the consumption items of the AUDIT (AUDIT-C) using a cutoff score of 3 all maximized sensitivity and specificity to predict alcohol dependence symptoms or consequences in gender minority people overall (AUC: 0.77-0.78). Screening for "5 or more" drinks on one occasion within the past year performed as well as or better than other screening methods to detect both harmful drinking and alcohol dependence-related symptoms or consequences. This single-item screening method can identify if more extensive alcohol use assessment is warranted with gender minority people.
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Affiliation(s)
- Annesa Flentje
- Department of Community Health Systems, School of Nursing, University of California, San Francisco, California, United States of America
- Alliance Health Project, Department of Psychiatry, School of Medicine, University of California, San Francisco, California, United States of America
- The PRIDE Study/PRIDEnet, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Branden T. Barger
- The PRIDE Study/PRIDEnet, School of Medicine, Stanford University, Stanford, California, United States of America
- Office of Diversity and Outreach, University of California, San Francisco, California, United States of America
| | - Matthew R. Capriotti
- Department of Psychology, San Jose State University, San Jose, California, United States of America
| | - Micah E. Lubensky
- Department of Community Health Systems, School of Nursing, University of California, San Francisco, California, United States of America
- The PRIDE Study/PRIDEnet, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Matthew Tierney
- Department of Community Health Systems, School of Nursing, University of California, San Francisco, California, United States of America
| | - Juno Obedin-Maliver
- The PRIDE Study/PRIDEnet, School of Medicine, Stanford University, Stanford, California, United States of America
- Department of Obstetrics and Gynecology, School of Medicine, Stanford University, Stanford, California, United States of America
| | - Mitchell R. Lunn
- The PRIDE Study/PRIDEnet, School of Medicine, Stanford University, Stanford, California, United States of America
- Division of Nephrology, Department of Medicine, School of Medicine, Stanford University, Stanford, California, United States of America
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16
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Restar AJ, Santamaria EK, Adia A, Nazareno J, Chan R, Lurie M, Sandfort T, Hernandez L, Cu-Uvin S, Operario D. Gender affirmative HIV care framework: Decisions on feminizing hormone therapy (FHT) and antiretroviral therapy (ART) among transgender women. PLoS One 2019; 14:e0224133. [PMID: 31634378 PMCID: PMC6802834 DOI: 10.1371/journal.pone.0224133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [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] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 10/05/2019] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Integration of feminizing hormone therapy (FHT) and antiretroviral therapy (ART) is critical in providing gender-affirming HIV care for transgender (trans) women living with HIV. However, interpersonal communications with HIV providers who are not competent with FHT may complicate this integration. METHODS We conducted semi-structured interviews with trans women (n = 9) who self-reported as HIV-positive and their HIV providers (n = 15) from community-based venues (e.g., clinics) in Manila, Philippines. RESULTS We identified five key themes from our qualitative data: (1) provider's concerns; (2) patient's goals; (3) affirmative vs. non-affirmative provider rhetoric; (4) alignment vs. misalignment of provider rhetoric to patient goals; and (5) FHT and ART-related decisions. Based on these themes, we describe a gender-affirmative HIV care framework to understand FHT-ART decisions among trans women living with HIV. Based on our data, this framework shows that provider-patient communications regarding ART and FHT consists primarily of provider concerns and patient goals regarding FHT. These communications can take on a gender-affirmative or non-affirmative style of rhetoric that either aligns or misaligns with patient goals and may lead to differences in FHT and ART-related decisions among trans women living with HIV. CONCLUSION There exist mixed regimens and beliefs about taking FHT and ART among this sample of trans women. While trans participants' main source of health information is their HIV provider, providers are likely to communicate non-affirmative rhetoric that negatively impacts trans women's decision to take FHT and ART. Research is needed to elucidate co-prescriptions of gender-affirmative services with HIV care among this group in the Philippines.
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Affiliation(s)
- Arjee J. Restar
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
- The Philippine Health Initiative for Research, Service, and Training, Brown University School of Public Health, Providence, RI, United States of America
- amfAR, The Foundation of AIDS Research, Washington, DC, United States of America
| | - E. Karina Santamaria
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
| | - Alexander Adia
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
- The Philippine Health Initiative for Research, Service, and Training, Brown University School of Public Health, Providence, RI, United States of America
| | - Jennifer Nazareno
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
- The Philippine Health Initiative for Research, Service, and Training, Brown University School of Public Health, Providence, RI, United States of America
| | - Randolph Chan
- Department of Special Education and Counselling, The Education University of Hong Kong, Tai Po, Hong Kong
| | - Mark Lurie
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
| | - Theo Sandfort
- HIV Center for Clinical and Behavioral Studies, Department of Psychiatry, Division on Gender, Sexuality, and Health, New York State Psychiatric Institute and Columbia University, New York, NY, United States of America
| | - Laufred Hernandez
- Department of Behavioral Sciences, University of Philippines in Manila, Manila, Philippines
| | - Susan Cu-Uvin
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
- The Philippine Health Initiative for Research, Service, and Training, Brown University School of Public Health, Providence, RI, United States of America
- Providence-Boston Center for AIDS Research, Providence, RI, United States of America
- Miriam Hospital, Department of Medicine, Providence, RI, United States of America
| | - Don Operario
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States of America
- The Philippine Health Initiative for Research, Service, and Training, Brown University School of Public Health, Providence, RI, United States of America
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Keyes KM, Gary D, O'Malley PM, Hamilton A, Schulenberg J. Recent increases in depressive symptoms among US adolescents: trends from 1991 to 2018. Soc Psychiatry Psychiatr Epidemiol 2019; 54:987-996. [PMID: 30929042 PMCID: PMC7015269 DOI: 10.1007/s00127-019-01697-8] [Citation(s) in RCA: 186] [Impact Index Per Article: 37.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Accepted: 03/09/2019] [Indexed: 12/22/2022]
Abstract
BACKGROUND Mental health problems and mental health related mortality have increased among adolescents, particularly girls. These trends have implications for etiology and prevention and suggest new and emerging risk factors in need of attention. The present study estimated age, period, and cohort effects in depressive symptoms among US nationally representative samples of school attending adolescents from 1991 to 2018. METHODS Data are drawn from 1991 to 2018 Monitoring the Future yearly cross-sectional surveys of 8th, 10th, and 12th grade students (N = 1,260,159). Depressive symptoms measured with four questions that had consistent wording and data collection procedures across all 28 years. Age-period-cohort effects estimated using the hierarchical age-period-cohort models. RESULTS Among girls, depressive symptoms decreased from 1991 to 2011, then reversed course, peaking in 2018; these increases reflected primarily period effects, which compared to the mean of all periods showed a gradual increase starting in 2012 and peaked in 2018 (estimate = 1.15, p < 0.01). Cohort effects were minimal, indicating that increases are observed across all age groups. Among boys, trends were similar although the extent of the increase is less marked compared to girls; there was a declining cohort effect among recently born cohorts, suggesting that increases in depressive symptoms among boys are slower for younger boys compared to older boys in recent years. Trends were generally similar by race/ethnicity and parental education, with a positive cohort effect for Hispanic girls born 1999-2004. CONCLUSIONS Depressive symptoms are increasing among teens, especially among girls, consistent with increases in depression and suicide. Population variation in psychiatric disorder symptoms highlight the importance of current environmental determinants of psychiatric disorder risk, and provide evidence of emerging risk factors that may be shaping a new and concerning trend in adolescent mental health.
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Affiliation(s)
- Katherine M Keyes
- Department of Epidemiology, Mailman School of Public Health, Mailman School of Public Health, Columbia University, 722 West 168th Street, Suite 724, New York, NY, 10032, USA.
- Society and Health Research Center, Facultad de Humanidades, Universidad Mayor, Santiago, Chile.
| | - Dahsan Gary
- Department of Epidemiology, Mailman School of Public Health, Mailman School of Public Health, Columbia University, 722 West 168th Street, Suite 724, New York, NY, 10032, USA
| | - Patrick M O'Malley
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Ava Hamilton
- Department of Epidemiology, Mailman School of Public Health, Mailman School of Public Health, Columbia University, 722 West 168th Street, Suite 724, New York, NY, 10032, USA
| | - John Schulenberg
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
- Department of Psychology and Center for Growth and Human Development, University of Michigan, Ann Arbor, MI, USA
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18
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López OV, Gorantla S, Segarra AC, Andino Norat MC, Álvarez M, Skolasky RL, Meléndez LM. Sigma-1 Receptor Antagonist (BD1047) Decreases Cathepsin B Secretion in HIV-Infected Macrophages Exposed to Cocaine. J Neuroimmune Pharmacol 2019; 14:226-240. [PMID: 30306495 PMCID: PMC6488453 DOI: 10.1007/s11481-018-9807-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 08/26/2018] [Indexed: 12/17/2022]
Abstract
Pathogenesis of HIV-associated neurocognitive disorders (HAND) is mediated through the infiltration of perivascular macrophages into the brain with the secretion of viral, neurotoxic and inflammatory proteins. One of these proteins is cathepsin B (CATB), a lysosomal cysteine protease that induces neuronal apoptosis, and increases in plasma and cerebrospinal fluid from HIV-1 infected patients (Cantres-Rosario et al. AIDS 27(3):347-356, 2013). Cocaine further potentiates CATB neurotoxicity in vitro and in vivo (Zenón et al. J NeuroImmune Pharmacol 9(5):703-715, 2014). Modulation of sigma-1 (Sig1R) by cocaine increases oxidative species, cytokines and other factors that promote lysosomal disruption. However, the role of Sig1R in CATB secretion and HIV-1 replication in macrophages exposed to cocaine is unknown. We hypothesized that pharmacological modulation of Sig1R would alter CATB secretion from HIV-1 infected macrophages in vitro and in vivo. To test our hypothesis, monocyte derived-macrophages (MDM) from HIV-1 seronegative donors were isolated, infected with HIV-1ADA, and pretreated with Sig1R antagonist (BD1047) or Sig1R agonist (PRE-084) prior to cocaine exposure and followed for 3,6,9 and 11 days post-infection (dpi). Experiments in vivo were conducted using the HIV encephalitis mouse model (HIVE) with BD1047 treatments prior to cocaine for 14 days. Results demonstrate that in presence of cocaine, BD1047 decreases CATB secretion at 11 dpi, while PRE-084 did not have an effect. In the mouse model, BD1047 treatment prior to cocaine decreased CATB expression, cleaved caspase-3 an p24 antigen levels, reduced astrocytosis, but did not increase MAP-2 or synaptophysin. Results demonstrate that Sig1R plays a role in the modulation of CATB levels in HIV-1 infected MDM exposed to cocaine in vitro and in vivo. Graphical Abstract ᅟ.
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Affiliation(s)
- Omar Vélez López
- Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, 00936-5067, Puerto Rico
| | - Santhi Gorantla
- University of Nebraska Medical Center, Omaha, NE, 68198-5880, USA
| | - Annabell C Segarra
- Department of Physiology, University of Puerto Rico Medical Sciences Campus, San Juan, 00921, Puerto Rico
| | - María C Andino Norat
- Department of Biology, University of Puerto Rico Bayamón Campus, Bayamón, 00959, Puerto Rico
| | - Manuel Álvarez
- Department of Biology, University of Puerto Rico, Río Piedras Campus, San Juan, 00921, Puerto Rico
| | - Richard L Skolasky
- Orthopaedic Surgery and Physical Medicine & Rehabilitation Director, Spine Outcomes Research Center, Johns Hopkins University, Baltimore, MD, 21287, USA
| | - Loyda M Meléndez
- Department of Microbiology and Medical Zoology, School of Medicine, University of Puerto Rico Medical Sciences Campus, San Juan, 00936-5067, Puerto Rico.
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Krebs E, Enns B, Wang L, Zang X, Panagiotoglou D, Del Rio C, Dombrowski J, Feaster DJ, Golden M, Granich R, Marshall B, Mehta SH, Metsch L, Schackman BR, Strathdee SA, Nosyk B. Developing a dynamic HIV transmission model for 6 U.S. cities: An evidence synthesis. PLoS One 2019; 14:e0217559. [PMID: 31145752 PMCID: PMC6542533 DOI: 10.1371/journal.pone.0217559] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [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] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 05/14/2019] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Dynamic HIV transmission models can provide evidence-based guidance on optimal combination implementation strategies to treat and prevent HIV/AIDS. However, these models can be extremely data intensive, and the availability of good-quality data characterizing regional microepidemics varies substantially within and across countries. We aim to provide a comprehensive and transparent description of an evidence synthesis process and reporting framework employed to populate and calibrate a dynamic, compartmental HIV transmission model for six US cities. METHODS We executed a mixed-method evidence synthesis strategy to populate model parameters in six categories: (i) initial HIV-negative and HIV-infected populations; (ii) parameters used to calculate the probability of HIV transmission; (iii) screening, diagnosis, treatment and HIV disease progression; (iv) HIV prevention programs; (v) the costs of medical care; and (vi) health utility weights for each stage of HIV disease progression. We identified parameters that required city-specific data and stratification by gender, risk group and race/ethnicity a priori and sought out databases for primary analysis to augment our evidence synthesis. We ranked the quality of each parameter using context- and domain-specific criteria and verified sources and assumptions with our scientific advisory committee. FINDINGS To inform the 1,667 parameters needed to populate our model, we synthesized evidence from 59 peer-reviewed publications and 24 public health and surveillance reports and executed primary analyses using 11 data sets. Of these 1,667 parameters, 1,517 (91%) were city-specific and 150 (9%) were common for all cities. Notably, 1,074 (64%), 201 (12%) and 312 (19%) parameters corresponded to categories (i), (ii) and (iii), respectively. Parameters ranked as best- to moderate-quality evidence comprised 39% of the common parameters and ranged from 56%-60% across cities for the city-specific parameters. We identified variation in parameter values across cities as well as within cities across risk and race/ethnic groups. CONCLUSIONS Better integration of modelling in decision making can be achieved by systematically reporting on the evidence synthesis process that is used to populate models, and by explicitly assessing the quality of data entered into the model. The effective communication of this process can help prioritize data collection of the most informative components of local HIV prevention and care services in order to reduce decision uncertainty and strengthen model conclusions.
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Affiliation(s)
- Emanuel Krebs
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Benjamin Enns
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Linwei Wang
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Xiao Zang
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Dimitra Panagiotoglou
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
| | - Carlos Del Rio
- Hubert Department of Global Health, Emory Center for AIDS Research, Rollins School of Public Health, Emory University, Atlanta, GA, United States of America
| | - Julia Dombrowski
- Department of Medicine, Division of Allergy & Infectious Disease, adjunct in Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Daniel J. Feaster
- Center for Family Studies, Department of Epidemiology and Public Health, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, United States of America
| | - Matthew Golden
- Department of Medicine, Division of Allergy & Infectious Disease, adjunct in Epidemiology, University of Washington, Seattle, WA, United States of America
| | - Reuben Granich
- International Association of Providers of AIDS Care, Washington, DC, United States of America
| | - Brandon Marshall
- Department of Epidemiology, Brown School of Public Health, Providence, RI, United States of America
| | - Shruti H. Mehta
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD, United States of America
| | - Lisa Metsch
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Bruce R. Schackman
- Department of Healthcare Policy and Research, Weill Cornell Medical College, New York, NY, United States of America
| | - Steffanie A. Strathdee
- School of Medicine, University of California San Diego, La Jolla, CA, United States of America
| | - Bohdan Nosyk
- Health Economic Research Unit at the British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
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20
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Closson K, Chown S, Armstrong HL, Wang L, Bacani N, Ho D, Jollimore J, Olarewaju G, Moore DM, Roth EA, Hogg RS, Lachowsky NJ. HIV leadership programming attendance is associated with PrEP and PEP awareness among young, gay, bisexual, and other men who have sex with men in Vancouver, Canada. BMC Public Health 2019; 19:429. [PMID: 31014296 PMCID: PMC6480620 DOI: 10.1186/s12889-019-6744-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2018] [Accepted: 04/03/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Young gay, bisexual, and other men who have sex with men (YGBM) may have reduced engagement and knowledge of HIV care and biomedical HIV prevention strategies, such as pre-exposure prophylaxis (PrEP), post-exposure prophylaxis (PEP), and Treatment as Prevention (TasP), compared with adult GBM. We sought to understand differences in HIV prevention awareness, health care access, and service utilization between youth (16-29 years) and adult (≥30 year) GBM, as well as factors associated with attendance in HIV leadership programming among YGBM living in the publicly funded PrEP setting of Vancouver, Canada. METHODS Sexually-active GBM were recruited using respondent-driven sampling (RDS) from February 2012 to February 2015. Participants completed an in-person computer-assisted self-interview every 6 months, up to February 2017, with questions on sociodemographic factors, awareness of biomedical HIV prevention strategies, and an HIV treatment optimism-skepticism scale. Participants were asked if they had ever attended either of two HIV-leadership programs designed for YGBM. Both programs involve multiple GBM-led education and social networking sessions operated by community-based organizations in Vancouver. Multivariable Glimmix confounder models assessed differences between youth and adult GBM. Among younger men, bivariate analyses examined factors associated with HIV-leadership program attendance. RESULTS Of 698 GBM who enrolled in the longitudinal study, 36.8% were less than 30 years old at the first study visit. After controlling for gender identification, sexual orientation, HIV status, and income in the past 6 months, younger GBM (n = 257/698) had lower awareness of biomedical HIV prevention strategies and less HIV treatment optimism compared with older GBM (n = 441/698). Among younger GBM who attended HIV-leadership programs (n = 50), greater awareness of biomedical HIV prevention strategies and higher HIV treatment optimism were reported, compared with non-attendees. CONCLUSION Younger GBM, who are disproportionately affected by the HIV epidemic, are less aware of new prevention technologies than older GBM, but attending peer-based HIV-leadership programs ameliorates age-disparities in HIV-prevention knowledge and treatment optimism.
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Affiliation(s)
- Kalysha Closson
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, BC V6T 1Z3 Canada
| | - Sarah Chown
- YouthCO HIV & Hep C Society, 205-568 Seymour St., Vancouver, BC V6B 3J5 Canada
| | - Heather L. Armstrong
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
- Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC V6T 1Z3 Canada
| | - Lu Wang
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
| | - Nicanor Bacani
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
| | - Darren Ho
- Community-Based Research Centre for Gay Men’s Health, 1007-808 Nelson St., Vancouver, BC V6Z 2H2 Canada
| | - Jody Jollimore
- Community-Based Research Centre for Gay Men’s Health, 1007-808 Nelson St., Vancouver, BC V6Z 2H2 Canada
| | - Gbolahan Olarewaju
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
| | - David M. Moore
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
- Faculty of Medicine, University of British Columbia, 317-2194 Health Sciences Mall, Vancouver, BC V6T 1Z3 Canada
| | - Eric A. Roth
- Department of Anthropology, University of Victoria, Cornett Building B228, 3800 Finnerty Road, Victoria, BC V8P 5C2 Canada
| | - Robert S. Hogg
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
- Faculty of Health Sciences, Simon Fraser University, 8888 University Drive, Burnaby, BC V5A 1S6 Canada
| | - Nathan J. Lachowsky
- British Columbia Centre for Excellence in HIV/AIDS, 608-1081 Burrard St, Vancouver, BC V6Z 1Y6 Canada
- School of Public Health and Social Policy, University of Victoria, Human and Social Development Building B202, 3800 Finnerty Road, Victoria, BC V8P 5C2 Canada
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Abstract
Clinical practice that utilizes chronic opioid therapy has been recognized as one major cause of the opioid crisis. Among patients living with HIV, the risks associated with chronic opioid therapy may be complicated by factors such as co-occurring mental health diagnoses, substance use, and economic marginalization. Improving opioid prescribing practices in HIV clinics requires attention to these and other characteristics common to HIV care. In the context of a randomized controlled trial testing an intervention to improve opioid prescribing practices in HIV outpatient clinics, we interviewed physicians about their perspectives on chronic opioid therapy. Overwhelmingly, physicians voiced ambivalence about their own knowledge and comfort with prescription opioids. They raised concerns about the impact of opioid prescribing on patient-provider relationships and the increasing workload associated with prescribing and monitoring patients. In this report, we explore these concerns and propose several strategies for improving clinical care in which chronic opioid therapy is addressed.
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Affiliation(s)
- Jennifer J Carroll
- Department of Medicine, Brown University, Providence, RI, USA.
- Department of Sociology and Anthropology, Elon University, 2035 Campus Box, Elon, NC, 27244, USA.
| | - Jonathan Colasanti
- Division of Infectious Diseases, Emory University, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Marlene C Lira
- Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Department of Medicine, Boston Medical Center, Boston, MA, USA
| | - Carlos Del Rio
- Division of Infectious Diseases, Emory University, Atlanta, GA, USA
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Jeffrey H Samet
- Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Department of Medicine, Boston Medical Center, Boston, MA, USA
- Department of Community Health Sciences, Boston University School of Public Health, Boston, MA, USA
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22
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Verhulst B, Prom-Wormley E, Keller M, Medland S, Neale MC. Type I Error Rates and Parameter Bias in Multivariate Behavioral Genetic Models. Behav Genet 2019; 49:99-111. [PMID: 30569348 PMCID: PMC6345547 DOI: 10.1007/s10519-018-9942-y] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Accepted: 11/27/2018] [Indexed: 10/27/2022]
Abstract
For many multivariate twin models, the numerical Type I error rates are lower than theoretically expected rates using a likelihood ratio test (LRT), which implies that the significance threshold for statistical hypothesis tests is more conservative than most twin researchers realize. This makes the numerical Type II error rates higher than theoretically expected. Furthermore, the discrepancy between the observed and expected error rates increases as more variables are included in the analysis and can have profound implications for hypothesis testing and statistical inference. In two simulation studies, we examine the Type I error rates for the Cholesky decomposition and Correlated Factors models. Both show markedly lower than nominal Type I error rates under the null hypothesis, a discrepancy that increases with the number of variables in the model. In addition, we observe slightly biased parameter estimates for the Cholesky decomposition and Correlated Factors models. By contrast, if the variance-covariance matrices for variance components are estimated directly (without constraints), the numerical Type I error rates are consistent with theoretical expectations and there is no bias in the parameter estimates regardless of the number of variables analyzed. We call this the direct symmetric approach. It appears that each model-implied boundary, whether explicit or implicit, increases the discrepancy between the numerical and theoretical Type I error rates by truncating the sampling distributions of the variance components and inducing bias in the parameters. The direct symmetric approach has several advantages over other multivariate twin models as it corrects the Type I error rate and parameter bias issues, is easy to implement in current software, and has fewer optimization problems. Implications for past and future research, and potential limitations associated with direct estimation of genetic and environmental covariance matrices are discussed.
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Affiliation(s)
- Brad Verhulst
- Department of Psychology, Michigan State University, East Lansing, USA.
| | | | - Matthew Keller
- Department of Psychology and Neuroscience, University of Colorado, Boulder, USA
| | - Sarah Medland
- Psychiatric Genetics Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Michael C Neale
- Department of Psychiatry and Human Genetics, Virginia Commonwealth University, Richmond, USA
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Nguyen TQ, Ackerman B, Schmid I, Cole SR, Stuart EA. Sensitivity analyses for effect modifiers not observed in the target population when generalizing treatment effects from a randomized controlled trial: Assumptions, models, effect scales, data scenarios, and implementation details. PLoS One 2018; 13:e0208795. [PMID: 30533053 PMCID: PMC6289424 DOI: 10.1371/journal.pone.0208795] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [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] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 11/25/2018] [Indexed: 12/16/2022] Open
Abstract
Background Randomized controlled trials are often used to inform policy and practice for broad populations. The average treatment effect (ATE) for a target population, however, may be different from the ATE observed in a trial if there are effect modifiers whose distribution in the target population is different that from that in the trial. Methods exist to use trial data to estimate the target population ATE, provided the distributions of treatment effect modifiers are observed in both the trial and target population—an assumption that may not hold in practice. Methods The proposed sensitivity analyses address the situation where a treatment effect modifier is observed in the trial but not the target population. These methods are based on an outcome model or the combination of such a model and weighting adjustment for observed differences between the trial sample and target population. They accommodate several types of outcome models: linear models (including single time outcome and pre- and post-treatment outcomes) for additive effects, and models with log or logit link for multiplicative effects. We clarify the methods’ assumptions and provide detailed implementation instructions. Illustration We illustrate the methods using an example generalizing the effects of an HIV treatment regimen from a randomized trial to a relevant target population. Conclusion These methods allow researchers and decision-makers to have more appropriate confidence when drawing conclusions about target population effects.
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Affiliation(s)
- Trang Quynh Nguyen
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- * E-mail:
| | - Benjamin Ackerman
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Ian Schmid
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Stephen R. Cole
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States of America
| | - Elizabeth A. Stuart
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
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Brinkley-Rubinstein L, Peterson M, Arnold T, Nunn AS, Beckwith CG, Castonguay B, Junious E, Lewis C, Chan PA. Knowledge, interest, and anticipated barriers of pre-exposure prophylaxis uptake and adherence among gay, bisexual, and men who have sex with men who are incarcerated. PLoS One 2018; 13:e0205593. [PMID: 30532275 PMCID: PMC6286000 DOI: 10.1371/journal.pone.0205593] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Accepted: 09/27/2018] [Indexed: 11/19/2022] Open
Abstract
Criminal justice (CJ) settings disproportionately include populations at high risk for acquiring HIV, and CJ-involved individuals are often at the intersection of multiple overlapping risk factors. However, few studies have examined attitudes about pre-exposure prophylaxis (PrEP) among incarcerated men who have sex with men (MSM). This study explored interest in, knowledge of, and barriers to PrEP uptake among gay, bisexual, and other men who have sex with men at the Rhode Island Department of Corrections. Using semi-structured interviews, 26 MSM were interviewed about PrEP knowledge, interest, timing preferences for provision (e.g. before or after release), and barriers to uptake and adherence during community re-entry. Interviews were coded and analyzed using a general inductive approach. Participants demonstrated low initial knowledge of PrEP but high interest after being told more about it. Participants self-identified risk factors for HIV acquisition, including condomless sex and substance use. In addition, participants preferred provision of PrEP prior to release. Post-release barriers to PrEP uptake and adherence included 1) concerns about costs of PrEP medications; 2) anticipated partner or family disapproval; 3) lack of access to transportation; 4) unstable housing; 5) compounding impacts of multiple hardships leading to a de-prioritization of PrEP and 6) fears of future re-incarceration. These results point to the need for future PrEP interventions among incarcerated populations that address incarceration and PrEP related barriers during community re-entry via wraparound services that address PrEP and incarceration-related barriers.
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Affiliation(s)
- Lauren Brinkley-Rubinstein
- Department of Social Medicine, University of North Carolina, Chapel Hill, North Carolina, United States of America
- Center for Health Equity Research, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Meghan Peterson
- Center for Prisoner Health and Human Rights, The Miriam Hospital, Providence, Rhode Island, United States of America
| | - Trisha Arnold
- Department of Psychology, Jackson State University, Jackson, Missouri, United States of America
- Rhode Island Hospital, Providence, Rhode Island, United States of America
| | - Amy S. Nunn
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island, United States of America
| | - Curt G. Beckwith
- Department of Medicine, Brown University, Providence, Rhode Island, United States of America
| | - Breana Castonguay
- Center for AIDS Research, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Eric Junious
- College of Health and Human Services, University of North Carolina, Charlotte, North Carolina, United States of America
| | - Chantal Lewis
- Center for Health Equity Research, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Philip A. Chan
- Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, Rhode Island, United States of America
- Department of Medicine, Brown University, Providence, Rhode Island, United States of America
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Bunting AM, Oser CB, Staton M, Eddens KS, Knudsen H. Clinician identified barriers to treatment for individuals in Appalachia with opioid use disorder following release from prison: a social ecological approach. Addict Sci Clin Pract 2018; 13:23. [PMID: 30509314 PMCID: PMC6278109 DOI: 10.1186/s13722-018-0124-2] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Accepted: 11/21/2018] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND The non-medical use of opioids has reached epidemic levels nationwide, and rural areas have been particularly affected by increasing rates of overdose mortality as well as increases in the prison population. Individuals with opioid use disorder (OUD) are at increased risk for relapse and overdose upon reentry to the community due to decreased tolerance during incarceration. It is crucial to identify barriers to substance use disorder treatment post-release from prison because treatment can be particularly difficult to access in resource-limited rural Appalachia. METHODS A social ecological framework was utilized to examine barriers to community-based substance use treatment among individuals with OUD in Appalachian Kentucky following release from prison. Semi-structured qualitative interviews with 15 social service clinicians (SSCs) employed by the Department of Corrections were conducted to identify barriers at the individual, interpersonal, organizational/institutional level, community, and systems levels. Two independent coders conducted line-by-line coding to identify key themes. RESULTS Treatment barriers were identified across the social ecological spectrum. At the individual-level, SSCs highlighted high-risk drug use and a lack of motivation. At the interpersonal level, homogenous social networks (i.e., homophilious drug-using networks) and networks with limited treatment knowledge inhibited treatment. SSC's high case load and probation/parole officer's limited understanding of treatment were organizational/institutional barriers. Easy access to opioids, few treatment resources, and a lack of community support for treatment were barriers at the community level. SSC's noted system-level barriers such as lack of transportation options, cost, and uncertainty about the implementation of the Affordable Care Act. CONCLUSIONS More rural infrastructure resources as well as additional education for family networks, corrections staff, and the community at large in Appalachia are needed to address barriers to OUD treatment. Future research should examine barriers from the perspective of other key stakeholders (e.g., clients, families of clients) and test interventions to increase access to OUD treatment.
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Affiliation(s)
| | - Carrie B. Oser
- Department of Sociology, University of Kentucky, Lexington, USA
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, USA
| | - Michele Staton
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, USA
- Department of Behavioral Science, University of Kentucky, Lexington, USA
| | - Katherine S. Eddens
- Indiana University Network Science Institute, Indiana University, Bloomington, USA
| | - Hannah Knudsen
- Center on Drug and Alcohol Research, University of Kentucky, Lexington, USA
- Department of Behavioral Science, University of Kentucky, Lexington, USA
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Nighbor TD, Doogan NJ, Roberts ME, Cepeda-Benito A, Kurti AN, Priest JS, Johnson HK, Lopez AA, Stanton CA, Gaalema DE, Redner R, Parker MA, Keith DR, Quisenberry AJ, Higgins ST. Smoking prevalence and trends among a U.S. national sample of women of reproductive age in rural versus urban settings. PLoS One 2018; 13:e0207818. [PMID: 30485376 PMCID: PMC6261597 DOI: 10.1371/journal.pone.0207818] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [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] [Subscribe] [Scholar Register] [Received: 08/18/2018] [Accepted: 11/06/2018] [Indexed: 11/19/2022] Open
Abstract
U.S. smoking prevalence is declining at a slower rate in rural than urban settings and contributing to regional health disparities. Cigarette smoking among women of reproductive age is particularly concerning due to the potential for serious maternal and infant adverse health effects should a smoker become pregnant. The aim of the present study was to examine whether this rural-urban disparity impacts women of reproductive age (ages 15-44) including pregnant women. Data came from the ten most recent years of the U.S. National Survey on Drug Use and Health (2007-2016). We estimated prevalence of current smoking and nicotine dependence among women categorized by rural-urban residence, pregnancy status, and trends using chi-square testing and multivariable modeling while adjusting for common risk factors for smoking. Despite overall decreasing trends in smoking prevalence, prevalence was higher among rural than urban women of reproductive age overall (χ2(1) = 579.33, p < .0001) and among non-pregnant (χ2(1) = 578.0, p < .0001) and pregnant (χ2(1) = 79.69, p < .0001) women examined separately. An interaction between residence and pregnancy status showed adjusted odds of smoking among urban pregnant compared to non-pregnant women (AOR = .58, [.53 -.63]) were lower than those among rural pregnant compared to non-pregnant women (AOR = 0.75, [.62 -.92]), consistent with greater pregnancy-related smoking cessation among urban pregnant women. Prevalence of nicotine dependence was also higher in rural than urban smokers overall (χ2(2) = 790.42, p < .0001) and among non-pregnant (χ2(2) = 790.58, p < .0001) and pregnant women examined separately (χ2(2) = 63.69, p < .0001), with no significant changes over time. Associations involving residence and pregnancy status remained significant in models adjusting for covariates (ps < 0.05). Results document greater prevalence of smoking and nicotine dependence and suggest less pregnancy-related quitting among rural compared to urban women, disparities that have potential for direct, multi-generational adverse health impacts.
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Affiliation(s)
- Tyler D. Nighbor
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
| | - Nathan J. Doogan
- Ohio Colleges of Medicine Government Resource Center, The Ohio State University, Columbus, OH, United States of America
| | - Megan E. Roberts
- Ohio Colleges of Medicine Government Resource Center, The Ohio State University, Columbus, OH, United States of America
| | - Antonio Cepeda-Benito
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychological Science, University of Vermont, Burlington, Vermont, United States of America
| | - Allison N. Kurti
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychological Science, University of Vermont, Burlington, Vermont, United States of America
| | - Jeff S. Priest
- Medical Biostatistics, University of Vermont, Burlington, Vermont, United States of America
| | - Harley K. Johnson
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
| | - Alexa A. Lopez
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
| | - Cassandra A. Stanton
- Westat, Center for Evaluation and Coordination of Training and Research (CECTR) in Tobacco Regulatory Science, Rockville, Maryland, United States of America
- Department of Oncology, Georgetown University Medical Center, Washington District of Columbia, United States of America
| | - Diann E. Gaalema
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychological Science, University of Vermont, Burlington, Vermont, United States of America
| | - Ryan Redner
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Rehabilitation Institute, Southern Illinois University, Carbondale, Illinois, United States of America
| | - Maria A. Parker
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
| | - Diana R. Keith
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
| | - Amanda J. Quisenberry
- Department of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, United States of America
| | - Stephen T. Higgins
- Vermont Center on Behavior and Health, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychiatry, University of Vermont, Burlington, Vermont, United States of America
- Department of Psychological Science, University of Vermont, Burlington, Vermont, United States of America
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Chung MH, Martins B, Privratsky A, James GA, Kilts CD, Bush KA. Individual differences in rate of acquiring stable neural representations of tasks in fMRI. PLoS One 2018; 13:e0207352. [PMID: 30475812 PMCID: PMC6261022 DOI: 10.1371/journal.pone.0207352] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [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] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 10/24/2018] [Indexed: 11/18/2022] Open
Abstract
Task-related functional magnetic resonance imaging (fMRI) is a widely-used tool for studying the neural processing correlates of human behavior in both healthy and clinical populations. There is growing interest in mapping individual differences in fMRI task behavior and neural responses. By utilizing neuroadaptive task designs accounting for such individual differences, task durations can be personalized to potentially optimize neuroimaging study outcomes (e.g., classification of task-related brain states). To test this hypothesis, we first retrospectively tracked the volume-by-volume changes of beta weights generated from general linear models (GLM) for 67 adult subjects performing a stop-signal task (SST). We then modeled the convergence of the volume-by-volume changes of beta weights according to their exponential decay (ED) in units of half-life. Our results showed significant differences in beta weight convergence estimates of optimal stopping times (OSTs) between go following successful stop trials and failed stop trials for both cocaine dependent (CD) and control group (Con), and between go following successful stop trials and go following failed stop trials for Con group. Further, we implemented support vector machine (SVM) classification for 67 CD/Con labeled subjects and compared the classification accuracies of fMRI-based features derived from (1) the full fMRI task versus (2) the fMRI task truncated to multiples of the unit of half-life. Among the computed binary classification accuracies, two types of task durations based on 2 half-lives significantly outperformed the accuracies using fully acquired trials, supporting this length as the OST for the SST. In conclusion, we demonstrate the potential of a neuroadaptive task design that can be widely applied to personalizing other task-based fMRI experiments in either dynamic real-time fMRI applications or within fMRI preprocessing pipelines.
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Affiliation(s)
- Ming-Hua Chung
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
- * E-mail:
| | - Bradford Martins
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Anthony Privratsky
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - G. Andrew James
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Clint D. Kilts
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Keith A. Bush
- Brain Imaging Research Center, Psychiatric Research Institute, Department of Psychiatry, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
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Cui L, Zeng N, Kim M, Mueller R, Hankosky ER, Redline S, Zhang GQ. X-search: an open access interface for cross-cohort exploration of the National Sleep Research Resource. BMC Med Inform Decis Mak 2018; 18:99. [PMID: 30424756 PMCID: PMC6234631 DOI: 10.1186/s12911-018-0682-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Accepted: 10/18/2018] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND The National Sleep Research Resource (NSRR) is a large-scale, openly shared, data repository of de-identified, highly curated clinical sleep data from multiple NIH-funded epidemiological studies. Although many data repositories allow users to browse their content, few support fine-grained, cross-cohort query and exploration at study-subject level. We introduce a cross-cohort query and exploration system, called X-search, to enable researchers to query patient cohort counts across a growing number of completed, NIH-funded studies in NSRR and explore the feasibility or likelihood of reusing the data for research studies. METHODS X-search has been designed as a general framework with two loosely-coupled components: semantically annotated data repository and cross-cohort exploration engine. The semantically annotated data repository is comprised of a canonical data dictionary, data sources with a data dictionary, and mappings between each individual data dictionary and the canonical data dictionary. The cross-cohort exploration engine consists of five modules: query builder, graphical exploration, case-control exploration, query translation, and query execution. The canonical data dictionary serves as the unified metadata to drive the visual exploration interfaces and facilitate query translation through the mappings. RESULTS X-search is publicly available at https://www.x-search.net/ with nine NSRR datasets consisting of over 26,000 unique subjects. The canonical data dictionary contains over 900 common data elements across the datasets. X-search has received over 1800 cross-cohort queries by users from 16 countries. CONCLUSIONS X-search provides a powerful cross-cohort exploration interface for querying and exploring heterogeneous datasets in the NSRR data repository, so as to enable researchers to evaluate the feasibility of potential research studies and generate potential hypotheses using the NSRR data.
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Affiliation(s)
- Licong Cui
- Department of Computer Science, University of Kentucky, Lexington, KY USA
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY USA
| | - Ningzhou Zeng
- Department of Computer Science, University of Kentucky, Lexington, KY USA
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY USA
| | - Matthew Kim
- Brigham and Women’s Hospital, Boston MA, USA
- Harvard Medical School, Harvard University, Boston MA, USA
| | - Remo Mueller
- Brigham and Women’s Hospital, Boston MA, USA
- Harvard Medical School, Harvard University, Boston MA, USA
| | - Emily R. Hankosky
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY USA
| | - Susan Redline
- Brigham and Women’s Hospital, Boston MA, USA
- Harvard Medical School, Harvard University, Boston MA, USA
| | - Guo-Qiang Zhang
- Department of Computer Science, University of Kentucky, Lexington, KY USA
- Institute for Biomedical Informatics, University of Kentucky, Lexington, KY USA
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Ouchi K, Lindvall C, Chai PR, Boyer EW. Machine Learning to Predict, Detect, and Intervene Older Adults Vulnerable for Adverse Drug Events in the Emergency Department. J Med Toxicol 2018; 14:248-252. [PMID: 29858745 PMCID: PMC6097964 DOI: 10.1007/s13181-018-0667-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 05/15/2018] [Accepted: 05/21/2018] [Indexed: 02/08/2023] Open
Abstract
Adverse drug events (ADEs) are common and have serious consequences in older adults. ED visits are opportunities to identify and alter the course of such vulnerable patients. Current practice, however, is limited by inaccurate reporting of medication list, time-consuming medication reconciliation, and poor ADE assessment. This manuscript describes a novel approach to predict, detect, and intervene vulnerable older adults at risk of ADE using machine learning. Toxicologists' expertise in ADE is essential to creating the machine learning algorithm. Leveraging the existing electronic health records to better capture older adults at risk of ADE in the ED may improve their care.
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Affiliation(s)
- Kei Ouchi
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Neville 200, Boston, MA, 02125, USA.
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA.
- Serious Illness Care Program, Ariadne Labs, Boston, MA, USA.
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA.
| | - Charlotta Lindvall
- Department of Psychosocial Oncology and Palliative Care, Dana Farber Cancer Institute, Boston, MA, USA
- Division of Palliative Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Peter R Chai
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Neville 200, Boston, MA, 02125, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
- The Fenway Institute, Boston, MA, USA
| | - Edward W Boyer
- Department of Emergency Medicine, Brigham and Women's Hospital, 75 Francis St, Neville 200, Boston, MA, 02125, USA
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, USA
- The Fenway Institute, Boston, MA, USA
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Felsing DE, Anastasio NC, Miszkiel JM, Gilbertson SR, Allen JA, Cunningham KA. Biophysical validation of serotonin 5-HT2A and 5-HT2C receptor interaction. PLoS One 2018; 13:e0203137. [PMID: 30157263 PMCID: PMC6114921 DOI: 10.1371/journal.pone.0203137] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [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] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 08/15/2018] [Indexed: 01/02/2023] Open
Abstract
The serotonin (5-HT) 5-HT2A receptor (5-HT2AR) and 5-HT2C receptor (5-HT2CR) in the central nervous system are implicated in a range of normal behaviors (e.g., appetite, sleep) and physiological functions (e.g., endocrine secretion) while dysfunctional 5-HT2AR and/or 5-HT2CR are implicated in neuropsychiatric disorders (e.g., addiction, obesity, schizophrenia). Preclinical studies suggest that the 5-HT2AR and 5-HT2CR may act in concert to regulate the neural bases for behavior. Here, we utilize three distinct biophysical and immunocytochemistry-based approaches to identify and study this receptor complex in cultured cells. Employing a split luciferase complementation assay (LCA), we demonstrated that formation of the 5-HT2AR:5-HT2CR complex exists within 50 nm, increases proportionally to the 5-HT2CR:5-HT2AR protein expression ratio, and is specific to the receptor interaction and not due to random complementation of the luciferase fragments. Using a proximity ligation assay (PLA), we found that cells stably expressing both the 5-HT2AR and 5-HT2CR exhibit 5-HT2AR:5-HT2CR heteroreceptor complexes within 40 nm of each other. Lastly, bioluminescence resonance energy transfer (BRET) analyses indicates the formation of a specific and saturable 5-HT2AR:5-HT2CR interaction, suggesting that the 5-HT2AR and 5-HT2CR form a close interaction within 10 nm of each other in intact live cells. The bioengineered receptors generated for the LCA and the BRET exhibit 5-HT-mediated intracellular calcium signaling as seen for the native receptors. Taken together, this study validates a very close 5-HT2AR:5-HT2CR interaction in cultured cells.
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Affiliation(s)
- Daniel E. Felsing
- Center for Addiction Research, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Noelle C. Anastasio
- Center for Addiction Research, University of Texas Medical Branch, Galveston, Texas, United States of America
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Joanna M. Miszkiel
- Center for Addiction Research, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Scott R. Gilbertson
- Department of Chemistry, University of Houston, Houston, Texas, United States of America
| | - John A. Allen
- Center for Addiction Research, University of Texas Medical Branch, Galveston, Texas, United States of America
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, Texas, United States of America
| | - Kathryn A. Cunningham
- Center for Addiction Research, University of Texas Medical Branch, Galveston, Texas, United States of America
- Department of Pharmacology and Toxicology, University of Texas Medical Branch, Galveston, Texas, United States of America
- * E-mail:
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Cheney AM, Koenig CJ, Miller CJ, Zamora K, Wright P, Stanley R, Fortney J, Burgess JF, Pyne JM. Veteran-centered barriers to VA mental healthcare services use. BMC Health Serv Res 2018; 18:591. [PMID: 30064427 PMCID: PMC6069794 DOI: 10.1186/s12913-018-3346-9] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Accepted: 07/02/2018] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Some veterans face multiple barriers to VA mental healthcare service use. However, there is limited understanding of how veterans' experiences and meaning systems shape their perceptions of barriers to VA mental health service use. In 2015, a participatory, mixed-methods project was initiated to elicit veteran-centered barriers to using mental healthcare services among a diverse sample of US rural and urban veterans. We sought to identify veteran-centric barriers to mental healthcare to increase initial engagement and continuation with VA mental healthcare services. METHODS Cultural Domain Analysis, incorporated in a mixed methods approach, generated a cognitive map of veterans' barriers to care. The method involved: 1) free lists of barriers categorized through participant pile sorting; 2) multi-dimensional scaling and cluster analysis for item clusters in spatial dimensions; and 3) participant review, explanation, and interpretation for dimensions of the cultural domain. Item relations were synthesized within and across domain dimensions to contextualize mental health help-seeking behavior. RESULTS Participants determined five dimensions of barriers to VA mental healthcare services: concern about what others think; financial, personal, and physical obstacles; confidence in the VA healthcare system; navigating VA benefits and healthcare services; and privacy, security, and abuse of services. CONCLUSIONS These findings demonstrate the value of participatory methods in eliciting meaningful cultural insight into barriers of mental health utilization informed by military veteran culture. They also reinforce the importance of collaborations between the VA and Department of Defense to address the role of military institutional norms and stigmatizing attitudes in veterans' mental health-seeking behaviors.
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Affiliation(s)
- Ann M. Cheney
- Department of Social Medicine, Population, and Public Health, Center for Healthy Communities, School of Medicine, University of California, Riverside, 900 University Avenue, Riverside, CA 92521 USA
| | - Christopher J. Koenig
- Department of Communication Studies, San Francisco State University, 1600 Holloway Avenue, San Francisco, CA 94132 USA
| | - Christopher J. Miller
- The Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA 02130 USA
- Department of Psychiatry, Harvard Medical School, 2 West, Room 305, 401 Park Drive, Boston, MA 02215 USA
| | - Kara Zamora
- San Francisco Veterans Affairs Health Care System, 4150 Clement Street, San Francisco, CA 94121 USA
| | - Patricia Wright
- School of Nursing, University of Arkansas for Medical Sciences, 220 Campus Dr, Little Rock, AR 72205 USA
| | - Regina Stanley
- HSR&D Center of Innovation, Central Arkansas VA Health Care System, 2200 Ft. Roots Drive Bldg. 58 152/NLR, North Little Rock, AR 72114 USA
| | - John Fortney
- Health Services Research and Development, Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, 1660 S. Columbian Way S-152, Seattle, WA 98108 USA
- Department of Psychiatry and Behavioral Sciences, University of Washington, 1959 NE Pacific St, Seattle, WA 98195-6560 USA
| | - James F. Burgess
- The Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, 150 S. Huntington Avenue, Boston, MA 02130 USA
| | - Jeffrey M. Pyne
- HSR&D Center of Innovation, Central Arkansas VA Health Care System, 2200 Ft. Roots Drive Bldg. 58 152/NLR, North Little Rock, AR 72114 USA
- Department of Psychiatry and Behavioral Sciences, University of Arkansas for Medical Sciences, 4301 W. Markham St, Little Rock, AR 72205 USA
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Garner BR, Lwin AK, Strickler GK, Hunter BD, Shepard DS. Pay-for-performance as a cost-effective implementation strategy: results from a cluster randomized trial. Implement Sci 2018; 13:92. [PMID: 29973280 PMCID: PMC6033288 DOI: 10.1186/s13012-018-0774-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Accepted: 05/31/2018] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Pay-for-performance (P4P) has been recommended as a promising strategy to improve implementation of high-quality care. This study examined the incremental cost-effectiveness of a P4P strategy found to be highly effective in improving the implementation and effectiveness of the Adolescent Community Reinforcement Approach (A-CRA), an evidence-based treatment (EBT) for adolescent substance use disorders (SUDs). METHODS Building on a $30 million national initiative to implement A-CRA in SUD treatment settings, urn randomization was used to assign 29 organizations and their 105 therapists and 1173 patients to one of two conditions (implementation-as-usual (IAU) control condition or IAU+P4P experimental condition). It was not possible to blind organizations, therapists, or all research staff to condition assignment. All treatment organizations and their therapists received a multifaceted implementation strategy. In addition to those IAU strategies, therapists in the IAU+P4P condition received US $50 for each month that they demonstrated competence in treatment delivery (A-CRA competence) and US $200 for each patient who received a specified number of treatment procedures and sessions found to be associated with significantly improved patient outcomes (target A-CRA). Incremental cost-effectiveness ratios (ICERs), which represent the difference between the two conditions in average cost per treatment organization divided by the corresponding average difference in effectiveness per organization, and quality-adjusted life years (QALYs) were the primary outcomes. RESULTS At trial completion, 15 organizations were randomized to the IAU condition and 14 organizations were randomized to the IAU+P4P condition. Data from all 29 organizations were analyzed. Cluster-level analyses suggested the P4P strategy led to significantly higher average total costs compared to the IAU control condition, yet this average increase of 5% resulted in a 116% increase in the average number of months therapists demonstrated competence in treatment delivery (ICER = $333), a 325% increase in the average number of patients who received the targeted dosage of treatment (ICER = $453), and a 325% increase in the number of days of abstinence per patient in treatment (ICER = $8.134). Further supporting P4P as a cost-effective implementation strategy, the cost per QALY was only $8681 (95% confidence interval $1191-$16,171). CONCLUSION This study provides experimental evidence supporting P4P as a cost-effective implementation strategy. TRIAL REGISTRATION NCT01016704 .
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Affiliation(s)
- Bryan R. Garner
- RTI International, P. O. Box 12194, Research Triangle Park, Raleigh, NC 27709-2194 USA
| | - Aung K. Lwin
- Schneider Institutes for Health Policy, The Heller School, MS035, Brandeis University, Waltham, MA USA
| | - Gail K. Strickler
- Schneider Institutes for Health Policy, The Heller School, MS035, Brandeis University, Waltham, MA USA
| | | | - Donald S. Shepard
- Schneider Institutes for Health Policy, The Heller School, MS035, Brandeis University, Waltham, MA USA
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Tolley EE, Taylor J, Pack A, Greene E, Stanton J, Shelus V, Dunner R, Hodge T, Branson B, El-Sadr WM, Gamble T. The Role of Financial Incentives Along the Antiretroviral Therapy Adherence Continuum: A Qualitative Sub-study of the HPTN 065 (TLC-Plus) Study. AIDS Behav 2018; 22:245-257. [PMID: 28612215 PMCID: PMC5758676 DOI: 10.1007/s10461-017-1821-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The stages of change (SOC) theory suggests individuals adapt incrementally to behaviors like adherence, requiring different strategies over the behavior change continuum. Offering financial incentives (FIs) is one strategy to motivate adherence. This qualitative sub-study examined adherence barriers and the role of FIs to increase viral suppression (VS) among HIV Prevention Trials Network (HPTN) 065 study participants categorized into SOC-related adherence stages based on changes from baseline to follow-up viral load tests. Of 73 participants, most were in Maintenance stage (n = 31), defined as having achieved VS throughout HPTN 065, or in Action stage (n = 29), defined as moving from virally unsuppressed to suppressed in 50% or more of tests. Only 13 were Low Adherers, having achieved VS in fewer than 50% of tests. The latter group faced substantial social and structural adherence barriers. Participants in the Action stage made positive changes to adherence routines to achieve VS. Those in Maintenance were less incentivized by FIs, as they were already committed. Results from this sub-study suggest FI effectiveness may vary across the SOC continuum, with greatest impact for those initiating antiretroviral or without explicit adherence routines. FIs may be insufficient to overcome strong social or structural barriers, and unnecessary for those intrinsically committed to remaining adherent.
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Affiliation(s)
- Elizabeth E Tolley
- Behavioral, Epidemiological & Clinical Sciences Division, FHI 360, 359 Blackwell Street, Suite 200, Durham, NC, 27701, USA.
| | - Jamilah Taylor
- Behavioral, Epidemiological & Clinical Sciences Division, FHI 360, 359 Blackwell Street, Suite 200, Durham, NC, 27701, USA
| | - Allison Pack
- Health Behavior Department, Gillings School of Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Elizabeth Greene
- Science Facilitation, FHI 360, 359 Blackwell St, Durham, NC, USA
| | - Jill Stanton
- Science Facilitation, FHI 360, 359 Blackwell St, Durham, NC, USA
| | - Victoria Shelus
- Institute for Reproductive Health, Georgetown University, Washington, DC, USA
| | | | | | | | | | - Theresa Gamble
- Science Facilitation, FHI 360, 359 Blackwell St, Durham, NC, USA
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Ruark A, Chase R, Hembling J, Davis VR, Perrin PC, Brewster-Lee D. Measuring couple relationship quality in a rural African population: Validation of a Couple Functionality Assessment Tool in Malawi. PLoS One 2017; 12:e0188561. [PMID: 29190769 PMCID: PMC5708731 DOI: 10.1371/journal.pone.0188561] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [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] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 11/09/2017] [Indexed: 11/18/2022] Open
Abstract
Available data suggest that individual and family well-being are linked to the quality of women’s and men’s couple relationships, but few tools exist to assess couple relationship functioning in low- and middle-income countries. In response to this gap, Catholic Relief Services has developed a Couple Functionality Assessment Tool (CFAT) to capture valid and reliable data on various domains of relationship quality. This tool is designed to be used by interventions which aim to improve couple and family well-being as a means of measuring the effectiveness of these interventions, particularly related to couple relationship quality. We carried out a validation study of the CFAT among 401 married and cohabiting adults (203 women and 198 men) in rural Chikhwawa District, Malawi. Using psychometric scales, the CFAT addressed six domains of couple relationship quality (intimacy, partner support, sexual satisfaction, gender roles, decision-making, and communication and conflict management), and included questions on intimate partner violence. We used exploratory factor analysis to assess scale performance of each domain and produce a shortened Relationship Quality Index (RQI) composed of items from five relationship quality domains. This article reports the performance of the RQI. Internal reliability and validity of the RQI were found to be good. Regression analyses examined the relationship of the RQI to outcomes important to health and development: intra-household cooperation, positive health behaviors, intimate partner violence, and gender-equitable norms. We found many significant correlations between RQI scores and these couple- and family-level development issues. There is a need to further validate the tool with use in other populations as well as to continue to explore whether the observed linkages between couple functionality and development outcomes are causal relationships.
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Affiliation(s)
- Allison Ruark
- Department of Medicine, Brown University, Providence, Rhode Island, United States of America
- * E-mail:
| | - Rachel Chase
- Department of International Health, Johns Hopkins University School of Public Health, Baltimore, Maryland, United States of America
| | - John Hembling
- Catholic Relief Services, Baltimore, Maryland, United States of America
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Prendergast M, Welsh WN, Stein L, Lehman W, Melnick G, Warda U, Shafer M, Ulaszek W, Rodis E, Abdel-Salam S, Duvall J. Influence of Organizational Characteristics on Success in Implementing Process Improvement Goals in Correctional Treatment Settings. J Behav Health Serv Res 2017; 44:625-646. [PMID: 27520366 PMCID: PMC5303686 DOI: 10.1007/s11414-016-9531-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Although research indicates that organizational characteristics substantially influence the adoption and use of evidence-based practices (EBPs), there has been little empirical research on organizational factors most likely to influence successful implementation of EBPs, particularly in criminal justice settings. This study examined organizational characteristics related to the success of change teams in achieving improvements in assessment and case-planning procedures for persons leaving correctional settings and receiving community services. In this evaluation of the Organizational Process Improvement Intervention (OPII), part of the National Institute on Drug Abuse's (NIDA's) Criminal Justice Drug Abuse Treatment Studies (CJDATS) cooperative, 21 sites were randomized to an early-start or a delayed-start condition. For this analysis, data from both conditions were combined. Agencies with fewer program needs, good communication, adequate staffing levels, good supervision, positive attitude toward rehabilitation, and higher institutional capacity for change were better able to implement planned changes in assessment and case-planning procedures. Such agencies may be better candidates for implementation improvement strategies, whereas other agencies could benefit from pre-intervention efforts aimed at strengthening these characteristics before attempting to improve assessment procedures.
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Affiliation(s)
| | | | | | | | - Gerald Melnick
- National Development and Research Institutes, New York City, USA
| | - Umme Warda
- University of California, Los Angeles, USA
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Azbel L, Rozanova J, Michels I, Altice FL, Stöver H. A qualitative assessment of an abstinence-oriented therapeutic community for prisoners with substance use disorders in Kyrgyzstan. Harm Reduct J 2017; 14:43. [PMID: 28693573 PMCID: PMC5504733 DOI: 10.1186/s12954-017-0168-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Accepted: 06/20/2017] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Kyrgyzstan, where HIV is concentrated in prisons and driven by injection drug use, provides a prison-based methadone maintenance therapy program as well as abstinence-oriented therapeutic community based on the 12-step model called the "Clean Zone." We aimed to qualitatively assess how prisoners navigate between these treatment options to understand the persistence of the Clean Zone despite a lack of evidence to support its effectiveness in treating opioid use disorders. METHODS We conducted an analysis of policy documents and over 60 h of participant observation in February 2016, which included focus groups with a convenience sample of 20 therapeutic community staff members, 110 prisoners across three male and one female prisons, and qualitative interviews with two former Clean Zone participants. Field notes containing verbatim quotes from participants were analyzed through iterative reading and discussion to understand how participants generally perceive the program, barriers to entry and retention, and implications for future treatment within prisons. RESULTS Our analyses discerned three themes: pride in the mission of the Clean Zone, idealism regarding addiction treatment outcomes against all odds, and the demonization of methadone. CONCLUSION Despite low enrollment and lack of an evidence base, the therapeutic community is buttressed by the strong support of the prison administration and its clients as an "ordered" alternative to what is seen as chaotic life outside of the Clean Zone. The lack of services for Clean Zone patients after release likely contributes to high rates of relapse to drug use. The Clean Zone would benefit from integration of stabilized methadone patients combined with a post-release program.
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Affiliation(s)
- Lyuba Azbel
- London School of Hygiene & Tropical Medicine, Keppel St, Bloomsbury, London, WC1E 7HT UK
| | - Julia Rozanova
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, 135 College Street, Suite 323, New Haven, CT 06511 USA
| | - Ingo Michels
- Institute for Addiction Research, Frankfurt University of Applied Sciences, Fachbereich 4: Soziale Arbeit und Gesundheit Nibelungenplatz 1, 60318 Frankfurt, Germany
- Central Asia Drug Action Programme (CADAP), Federal Ministry of Health, Friedrichstr. 108, Berlin, Germany
| | - Frederick L. Altice
- Section of Infectious Diseases, Department of Medicine, Yale University School of Medicine, 135 College Street, Suite 323, New Haven, CT 06511 USA
- Centre of Excellence of Research in AIDS (CERiA), University of Malaya, Kuala Lumpur, Malaysia
- Division of Epidemiology of Microbial Diseases, Yale University School of Public Health, 135 College Street, Suite 323, New Haven, CT 06511 USA
| | - Heino Stöver
- Institute for Addiction Research, Frankfurt University of Applied Sciences, Fachbereich 4: Soziale Arbeit und Gesundheit Nibelungenplatz 1, 60318 Frankfurt, Germany
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Abstract
Clinical outcomes of anti-nicotine vaccines may be improved through enhancements in serum antibody affinity and concentration. Two strategies were explored to improve vaccine efficacy in outbred mice: the use of enantiopure haptens and formulation of a bivalent vaccine. Vaccines incorporating natural (-) nicotine haptens improved relative antibody affinities >10-fold over (+) haptens, stimulated a two-fold boost in nicotine serum binding capacity, and following injection with 3 cigarette equivalents of nicotine, prevented a larger proportion of nicotine (>85%) from reaching the brain. The activity of a bivalent vaccine containing (-) 3’AmNic and (-) 1’SNic haptens was then compared to dose-matched monovalent groups. It was confirmed that antisera generated by these structurally distinct haptens have minimal cross-reactivity and stimulate different B cell populations. Equivalent antibody affinities were detected between the three groups, but the bivalent group showed two-fold higher titers and an additive increase in nicotine serum binding capacity as compared to the monovalent groups. Mice immunized with the bivalent formulation also performed better in a nicotine challenge experiment, and prevented >85% of a nicotine dose equivalent to 12 cigarettes from reaching the brain. Overall, enantiopure conjugate vaccines appear to improve serum antibody affinity, while multivalent formulations increase total antibody concentration. These findings may help improve the performance of future clinical candidate vaccines.
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Affiliation(s)
| | - Richard Roque
- TRIA Bioscience Corp, Seattle, WA, United States of America
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Zuzarte I, Indic P, Barton B, Paydarfar D, Bednarek F, Bloch-Salisbury E. Vibrotactile stimulation: A non-pharmacological intervention for opioid-exposed newborns. PLoS One 2017; 12:e0175981. [PMID: 28426726 PMCID: PMC5398650 DOI: 10.1371/journal.pone.0175981] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [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] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 04/03/2017] [Indexed: 02/03/2023] Open
Abstract
Objective To examine the therapeutic potential of stochastic vibrotactile stimulation (SVS) as a complementary non-pharmacological intervention for withdrawal in opioid-exposed newborns. Study design A prospective, within-subjects single-center study was conducted in 26 opioid-exposed newborns (>37 weeks; 16 male) hospitalized since birth and treated pharmacologically for Neonatal Abstinence Syndrome. A specially-constructed mattress delivered low-level SVS (30-60Hz, 10–12μm RMS), alternated in 30-min intervals between continuous vibration (ON) and no vibration (OFF) over a 6–8 hr session. Movement activity, heart rate, respiratory rate, axillary temperature and blood-oxygen saturation were calculated separately for ON and OFF. Results There was a 35% reduction in movement activity with SVS (p<0.001), with significantly fewer movement periods >30 sec duration for ON than OFF (p = 0.003). Incidents of tachypneic breaths and tachycardic heart beats were each significantly reduced with SVS, whereas incidents of eupneic breaths and eucardic heart beats each significantly increased with SVS (p<0.03). Infants maintained body temperature and arterial-blood oxygen level independent of stimulation condition. Conclusions SVS reduced hyperirritability and pathophysiological instabilities commonly observed in pharmacologically-managed opioid-exposed newborns. SVS may provide an effective complementary therapeutic intervention for improving autonomic function in newborns with Neonatal Abstinence Syndrome.
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Affiliation(s)
- Ian Zuzarte
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Premananda Indic
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Bruce Barton
- Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - David Paydarfar
- Department of Neurology, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, Massachusetts, United States of America
| | - Francis Bednarek
- Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Elisabeth Bloch-Salisbury
- Department of Pediatrics, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- * E-mail:
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Abstract
Syringe exchange programs (SEPs) are effective structural interventions for HIV prevention among persons who inject drugs. In 2000, a buffer zone policy (the 1000 Foot Rule) was implemented in Washington, DC, that prohibited SEP operations within 1000 feet of schools. We examined changes in the amount of legal SEP operational space over time. We used data pertaining to school operations and their approximate physical property boundaries to quantify the impact of the 1000 Foot Rule on legal SEP operational space from its implementation in 2000-2013. Adherence to the 1000 Foot Rule reduced SEP operational space by more than 50 % annually since its implementation. These findings demonstrate the significant restrictions on the amount of legal SEP operational space in Washington, DC, that are imposed by the 1000 Foot Rule. Changing this policy could have a significant impact on SEP service delivery among injectors.
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Affiliation(s)
- Sean T Allen
- Department of Prevention & Community Health, Milken Institute School of Public Health, The George Washington University, 950 New Hampshire Ave, Suite 300, Washington, DC, 20052, USA.
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, 615 N. Wolfe St., Room E6534, Baltimore, MD, 21205, USA.
| | - Monica S Ruiz
- Department of Prevention & Community Health, Milken Institute School of Public Health, The George Washington University, 950 New Hampshire Ave, Suite 300, Washington, DC, 20052, USA
| | - Jeff Jones
- Department of Health Policy & Management, Jiann-Ping Hsu College of Public Health, Georgia Southern University, PO Box 8015, Statesboro, GA, 30460, USA
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Aiemjoy K, Stoller NE, Gebresillasie S, Shiferaw A, Tadesse Z, Sewnet T, Ayele B, Chanyalew M, Callahan K, Stewart A, Emerson PM, Lietman TM, Keenan JD, Oldenburg CE. 'If an Eye Is Washed Properly, It Means It Would See Clearly': A Mixed Methods Study of Face Washing Knowledge, Attitudes, and Behaviors in Rural Ethiopia. PLoS Negl Trop Dis 2016; 10:e0005099. [PMID: 27788186 PMCID: PMC5082955 DOI: 10.1371/journal.pntd.0005099] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [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] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Accepted: 10/08/2016] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND Face cleanliness is a core component of the SAFE (Surgery, Antibiotics, Facial cleanliness, and Environmental improvements) strategy for trachoma control. Understanding knowledge, attitudes, and behaviors related to face washing may be helpful for designing effective interventions for improving facial cleanliness. METHODS In April 2014, a mixed methods study including focus groups and a quantitative cross-sectional study was conducted in the East Gojjam zone of the Amhara region of Ethiopia. Participants were asked about face washing practices, motivations for face washing, use of soap (which may reduce bacterial load), and fly control strategies. RESULTS Overall, both knowledge and reported practice of face washing was high. Participants reported they knew that washing their own face and their children's faces daily was important for hygiene and infection control. Although participants reported high knowledge of the importance of soap for face washing, quantitative data revealed strong variations by community in the use of soap for face washing, ranging from 4.4% to 82.2% of households reporting using soap for face washing. Cost and forgetfulness were cited as barriers to the use of soap for face washing. Keeping flies from landing on children was a commonly cited motivator for regular face washing, as was trachoma prevention. CONCLUSIONS Interventions aiming to improve facial cleanliness for trachoma prevention should focus on habit formation (to address forgetfulness) and address barriers to the use of soap, such as reducing cost. Interventions that focus solely on improving knowledge may not be effective for changing face-washing behaviors.
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Affiliation(s)
- Kristen Aiemjoy
- Francis I. Proctor Foundation, University of California, San Francisco, United States of America
| | - Nicole E. Stoller
- Francis I. Proctor Foundation, University of California, San Francisco, United States of America
| | | | | | | | | | | | | | - Kelly Callahan
- The Carter Center, Atlanta, GA, United States of America
| | - Aisha Stewart
- The Carter Center, Atlanta, GA, United States of America
| | | | - Thomas M. Lietman
- Francis I. Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
- Department of Epidemiology and Biostatistics, University of California, San Francisco, United States of America
| | - Jeremy D. Keenan
- Francis I. Proctor Foundation, University of California, San Francisco, United States of America
- Department of Ophthalmology, University of California, San Francisco, United States of America
| | - Catherine E. Oldenburg
- Francis I. Proctor Foundation, University of California, San Francisco, United States of America
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, United States of America
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Kirchner TR, Shiffman S. Spatio-temporal determinants of mental health and well-being: advances in geographically-explicit ecological momentary assessment (GEMA). Soc Psychiatry Psychiatr Epidemiol 2016; 51:1211-23. [PMID: 27558710 PMCID: PMC5025488 DOI: 10.1007/s00127-016-1277-5] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Accepted: 08/05/2016] [Indexed: 11/05/2022]
Abstract
PURPOSE Overview of geographically explicit momentary assessment research, applied to the study of mental health and well-being, which allows for cross-validation, extension, and enrichment of research on place and health. METHODS Building on the historical foundations of both ecological momentary assessment and geographic momentary assessment research, this review explores their emerging synergy into a more generalized and powerful research framework. RESULTS Geographically explicit momentary assessment methods are rapidly advancing across a number of complimentary literatures that intersect but have not yet converged. Key contributions from these areas reveal tremendous potential for transdisciplinary and translational science. CONCLUSIONS Mobile communication devices are revolutionizing research on mental health and well-being by physically linking momentary experience sampling to objective measures of socio-ecological context in time and place. Methodological standards are not well-established and will be required for transdisciplinary collaboration and scientific inference moving forward.
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Affiliation(s)
- Thomas R Kirchner
- College of Global Public Health, New York University, 41 E. 11th St., 7th Floor, New York, NY, 10003, USA.
- Center for Urban Science and Progress, New York University, New York, NY, USA.
- Department of Population Health, New York University Medical Center, New York, NY, USA.
| | - Saul Shiffman
- Department of Psychology, University of Pittsburgh, Pittsburgh, PA, USA
- Department of Psychiatry, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Department of Pharmaceutical Sciences, University of Pittsburgh School of Pharmacy, Pittsburgh, PA, USA
- Clinical and Translational Science Institute, University of Pittsburgh, Pittsburgh, PA, USA
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Abstract
Rates of opioid overdose and opioid-related emergency department (ED) visits have increased dramatically. Naloxone is an effective antidote to potentially fatal opioid overdose, but little is known about naloxone administration in ED settings. We examined trends and correlates of naloxone administration in ED visits nationally from 2000 to 2011. Using data from the National Hospital Ambulatory Medical Care Survey, we examined ED visits involving (1) the administration of naloxone or (2) a diagnosis of opioid overdose, abuse, or dependence. We assessed patient characteristics in these visits, including concomitant administration of prescription opioid medications. We used logistic regression to identify correlates of naloxone administration. From 2000 to 2011, naloxone was administered in an estimated 1.7 million adult ED visits nationally; 19 % of these visits recorded a diagnosis of opioid overdose, abuse, or dependence. An estimated 2.9 million adult ED visits were related to opioid overdose, abuse, or dependence; 11 % of these visits involved naloxone administration. In multivariable logistic regression models, patient age, race, and insurance and non-rural facility location were independently associated with naloxone administration. An opioid medication was provided in 14 % of visits involving naloxone administration. Naloxone was administered in a minority of ED visits related to opioid overdose, abuse, or dependence. Among all ED visits involving naloxone administration, prescription opioids were also provided in one in seven visits. Further work should explore the provider decision-making in the management of opioid overdose in ED settings and examine patient outcomes following these visits.
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Affiliation(s)
- Joseph W Frank
- Division of General Internal Medicine, University of Colorado School of Medicine, Mailstop B180, 12631 East 17th Avenue, Aurora, CO, 80045, USA.
- VA Eastern Colorado Health Care System, 1055 Clermont Street, Denver, CO, 80207, USA.
| | - Cari Levy
- VA Eastern Colorado Health Care System, 1055 Clermont Street, Denver, CO, 80207, USA
- Division of Health Care Policy and Research, University of Colorado, Mailstop F-480, 13199 E. Montview Blvd., Suite 400, Aurora, CO, 80045, USA
| | - Susan L Calcaterra
- Division of General Internal Medicine, University of Colorado School of Medicine, Mailstop B180, 12631 East 17th Avenue, Aurora, CO, 80045, USA
- Denver Health Medical Center, 777 Bannock Street, Denver, CO, 80204, USA
| | - Jason A Hoppe
- Department of Emergency Medicine, University of Colorado School of Medicine, 12401 E. 17th Avenue, Aurora, CO, 80045, USA
- Rocky Mountain Poison and Drug Center, 777 Bannock Street, Denver, CO, 80204, USA
| | - Ingrid A Binswanger
- Division of General Internal Medicine, University of Colorado School of Medicine, Mailstop B180, 12631 East 17th Avenue, Aurora, CO, 80045, USA
- Institute for Health Research, Kaiser Permanente Colorado, 10065 East Harvard Avenue, Suite 300, Denver, CO, 80231, USA
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Nápoles AM, Appelle N, Kalkhoran S, Vijayaraghavan M, Alvarado N, Satterfield J. Perceptions of clinicians and staff about the use of digital technology in primary care: qualitative interviews prior to implementation of a computer-facilitated 5As intervention. BMC Med Inform Decis Mak 2016; 16:44. [PMID: 27094928 PMCID: PMC4837549 DOI: 10.1186/s12911-016-0284-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Accepted: 04/12/2016] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Digital health interventions using hybrid delivery models may offer efficient alternatives to traditional behavioral counseling by addressing obstacles of time, resources, and knowledge. Using a computer-facilitated 5As (ask, advise, assess, assist, arrange) model as an example (CF5As), we aimed to identify factors from the perspectives of primary care providers and clinical staff that were likely to influence introduction of digital technology and a CF5As smoking cessation counseling intervention. In the CF5As model, patients self-administer a tablet intervention that provides 5As smoking cessation counseling, produces patient and provider handouts recommending next steps, and is followed by a patient-provider encounter to reinforce key cessation messages, provide assistance, and arrange follow-up. METHODS Semi-structured in-person interviews of administrative and clinical staff and primary care providers from three primary care clinics. RESULTS Thirty-five interviews were completed (12 administrative staff, ten clinical staff, and 13 primary care providers). Twelve were from an academic internal medicine practice, 12 from a public hospital academic general medicine clinic, and 11 from a public hospital HIV clinic. Most were women (91 %); mean age (SD) was 42 years (11.1). Perceived usefulness of the CF5As focused on its relevance for various health behavior counseling purposes, potential gains in counseling efficiency, confidentiality of data collection, occupying patients while waiting, and serving as a cue to action. Perceived ease of use was viewed to depend on the ability to accommodate: clinic workflow; heavy patient volumes; and patient characterisitics, e.g., low literacy. Social norms potentially affecting implementation included beliefs in the promise/burden of technology, priority of smoking cessation counseling relative to other patient needs, and perception of CF5As as just "one more thing to do" in an overburdened system. The most frequently cited facilitating conditions were staffing levels and smoking cessation resources and training; the most cited hindering factors were visit time constraints and patients' complex health care needs. CONCLUSIONS Integrating CF5As and other technology-enhanced behavioral counseling interventions in primary care requires flexibility to accommodate work flow and perceptions of overload in dynamic environments. Identifying factors that promote and hinder CF5As adoption could inform implementation of other CF behavioral health interventions in primary care.
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Affiliation(s)
- Anna María Nápoles
- />Division of General Internal Medicine, Department of Medicine, University of California San Francisco (UCSF), Box 0856, 3333 California Street, Suite 335, San Francisco, CA 94118 USA
| | - Nicole Appelle
- />Division of General Internal Medicine, Department of Medicine, UCSF, Box 0320, 1545 Divisadero St., San Francisco, CA 94115 USA
| | - Sara Kalkhoran
- />Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, 50 Staniford St, 9th Floor, Boston, MA 02114 USA
| | - Maya Vijayaraghavan
- />UCSF, Box 1364, 1001 Potrero Ave., San Francisco General Hospital 90, Room 1311E, San Francisco, USA
| | - Nicholas Alvarado
- />Division of General Internal Medicine, Department of Medicine, UCSF, Box 0320, 2200 Post St., MZ Bldg C Room C126B, San Francisco, CA 94115 USA
| | - Jason Satterfield
- />Division of General Internal Medicine, Department of Medicine, UCSF, Box 1731, 1701 Divisadero St., Room 500, San Francisco, CA 94115 USA
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Patel VV, Masyukova M, Sutton D, Horvath KJ. Social Media Use and HIV-Related Risk Behaviors in Young Black and Latino Gay and Bi Men and Transgender Individuals in New York City: Implications for Online Interventions. J Urban Health 2016; 93:388-99. [PMID: 26936854 PMCID: PMC4835356 DOI: 10.1007/s11524-016-0025-1] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Urban young men who have sex with men (YMSM) and transgender women continue to experience high rates of new HIV infections in the USA, yet most of this population is not reached by current prevention interventions. The rate of Internet and social media use among youth is high. However, continually updated understanding of the associations between social media access and use and HIV risk behaviors is needed to reach and tailor technology-delivered interventions for those most vulnerable to HIV-racially and ethnically diverse urban YMSM and transgender persons. Thus, we conducted an in-person, venue-based cross-sectional survey among young gay, bisexual, and transgender individuals at locations primarily visited by Black and Latino gay and bisexual and transgender individuals in New York City to understand social media use and how it may relate to HIV risk behaviors to inform social media-based interventions. Among 102 primarily Black and Latino gay and bisexual men (75.5 %) and transgender women (19.6 %), over 90 % were under 30 years of age, 18.6 % reported homelessness in the past 6 months, and 10.8 % reported having HIV. All participants used social media, most accessed these platforms most often via a mobile device (67.6 %) and most logged on multiple times per day (87.3 %). Participants used social media to seek sex partners (56.7 %), exchange sex for money or clothes (19.6 %), and exchange sex for drugs (9.8 %). These results confirm prior studies demonstrating the feasibility of using social media platforms to reach at-risk, urban youth. Of particular concern is the association between recent STI and exchanging sex for money/clothes and drugs. Interventions using social media for young, urban minority MSM and transgender populations should incorporate risk reduction modules addressing exchange partners and promote frequent and regular HIV/STI testing.
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Affiliation(s)
- Viraj V. Patel
- />Department of Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, 111 E. 210th Street, Bronx, NY 10467 USA
| | - Mariya Masyukova
- />Department of Family and Social Medicine, Montefiore Medical Center/Albert Einstein College of Medicine, 3544 Jerome Ave, Bronx, NY 10467 USA
| | - Desmond Sutton
- />Alpert School of Medicine, Brown University, Women & Infants Hospital of Rhode Island, 101 Dudley Street, Providence, RI 02905 USA
| | - Keith J. Horvath
- />Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 South Second Street, #300, Minneapolis, MN 55454 USA
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Ridenour TA, Wittenborn AK, Raiff BR, Benedict N, Kane-Gill S. Illustrating idiographic methods for translation research: moderation effects, natural clinical experiments, and complex treatment-by-subgroup interactions. Transl Behav Med 2016; 6:125-34. [PMID: 27012260 PMCID: PMC4807195 DOI: 10.1007/s13142-015-0357-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
A critical juncture in translation research involves the preliminary studies of intervention tools, provider training programs, policies, and other mechanisms used to leverage knowledge garnered at one translation stage into another stage. Potentially useful for such studies are rigorous techniques for conducting within-subject clinical trials, which have advanced incrementally over the last decade. However, these methods have largely not been utilized within prevention or translation contexts. The purpose of this manuscript is to demonstrate the flexibility, wide applicability, and rigor of idiographic clinical trials for preliminary testing of intervention mechanisms. Specifically demonstrated are novel uses of state-space modeling for testing intervention mechanisms of short-term outcomes, identifying heterogeneity in and moderation of within-person treatment mechanisms, a horizontal line plot to refine sampling design during the course of a clinic-based experimental study, and the need to test a treatment's efficacy as treatment is administered along with (e.g., traditional 12-month outcomes).
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Affiliation(s)
- Ty A Ridenour
- RTI, International, Research Triangle Park, NC, USA.
- University of Pittsburgh, Pittsburgh, PA, USA.
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Abstract
Prevention advocates often make the case that preventive intervention not only improves public health and welfare but also can save public resources. Increasingly, evidence-based policy efforts considering prevention are focusing on how programs can save taxpayer resources from reduced burden on health, criminal justice, and social service systems. Evidence of prevention's return has begun to draw substantial investments from the public and private sector. Yet, translating prevention effectiveness into economic impact requires specific economic analyses to be employed across the stages of translational research. This work discusses the role of economic analysis in prevention science and presents key translational research opportunities to meet growing demand for estimates of prevention's economic and fiscal impact.
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Affiliation(s)
- D Max Crowley
- Pennsylvania State University, University Park, PA, USA.
| | - Damon Jones
- Pennsylvania State University, University Park, PA, USA
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Abstract
BACKGROUND Addictive disorders are a class of chronic, relapsing mental disorders that are responsible for increased risk of mental and medical disorders and represent the largest, potentially modifiable cause of death. Tobacco dependence is associated with increased risk of disease and premature death. While tobacco control efforts and therapeutic interventions have made good progress in reducing smoking prevalence, challenges remain in optimizing their effectiveness based on patient characteristics, including genetic variation. In order to maximize collaborative efforts to advance addiction research, we have developed a genotyping array called Smokescreen. This custom array builds upon previous work in the analyses of human genetic variation, the genetics of addiction, drug metabolism, and response to therapy, with an emphasis on smoking and nicotine addiction. RESULTS The Smokescreen genotyping array includes 646,247 markers in 23 categories. The array design covers genome-wide common variation (65.67, 82.37, and 90.72% in African (YRI), East Asian (ASN), and European (EUR) respectively); most of the variation with a minor allele frequency ≥ 0.01 in 1014 addiction genes (85.16, 89.51, and 90.49% for YRI, ASN, and EUR respectively); and nearly all variation from the 1000 Genomes Project Phase 1, NHLBI GO Exome Sequencing Project and HapMap databases in the regions related to smoking behavior and nicotine metabolism: CHRNA5-CHRNA3-CHRNB4 and CYP2A6-CYP2B6. Of the 636 pilot DNA samples derived from blood or cell line biospecimens that were genotyped on the array, 622 (97.80%) passed quality control. In passing samples, 90.08% of markers passed quality control. The genotype reproducibility in 25 replicate pairs was 99.94%. For 137 samples that overlapped with HapMap2 release 24, the genotype concordance was 99.76%. In a genome-wide association analysis of the nicotine metabolite ratio in 315 individuals participating in nicotine metabolism laboratory studies, we identified genome-wide significant variants in the CYP2A6 region (min p = 9.10E-15). CONCLUSIONS We developed a comprehensive genotyping array for addiction research and demonstrated its analytic validity and utility through pilot genotyping of HapMap and study samples. This array allows researchers to perform genome-wide, candidate gene, and pathway-based association analyses of addiction, tobacco-use, treatment response, comorbidities, and associated diseases in a standardized, high-throughput platform.
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Affiliation(s)
- James W Baurley
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Christopher K Edlund
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Carissa I Pardamean
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - David V Conti
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
| | - Andrew W Bergen
- BioRealm LLC, 6101 W. Centinela Ave., Suite 270, Culver City, CA, 90230-6359, USA.
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Spohr SA, Suzuki S, Marshall B, Taxman FS, Walters ST. Social support quality and availability affects risk behaviors in offenders. Health Justice 2016; 4:2. [PMID: 27054059 PMCID: PMC4766225 DOI: 10.1186/s40352-016-0033-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2015] [Accepted: 02/10/2016] [Indexed: 06/01/2023]
Abstract
BACKGROUND People involved in the justice system are at 2.5 times the risk of HIV infection compared to the general population, which is further complicated by substance abuse. The purpose of this study was to evaluate the role of social network quality and quantity on unprotected sex, criminal risk, and substance use. METHODS We used data from 330 drug-involved offenders. Structural equation modeling (SEM) was used to model and test path directionality and magnitude between the latent constructs of social support quality and quantity on risky behaviors. RESULTS The SEM indicated the latent construct of social support quality was significantly associated with reduced sexual risk behavior (β = -0.27), criminal risk (β = -0.26), and reduced substance use (β = -0.33). Additionally, the proposed model found that social support quantity was significantly positively associated with increased sexual risk behavior (β = 0.40) and substance use (β = 0.20). CONCLUSIONS Social support quality is an important predictor of risky behaviors; as the quality of an offender's social support increases, engagement in risky behaviors decreases. Probationers who had broader social support availability also had increased substance use and unprotected sex. Probation systems may be able to reduce substance use and STD/HIV infection risk in offenders by strengthening the quality of social support networks.
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Affiliation(s)
| | - Sumihiro Suzuki
- University of North Texas Health Science Center, Fort Worth, USA
| | | | | | - Scott T Walters
- University of North Texas Health Science Center, Fort Worth, USA
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