1
|
Miguel AQC, Smith CL, Burduli E, Roll JM, McPherson SM. Validating the clinical relevance of alternative stimulant use treatment outcome measures by examining their association with 3-month follow-up outcomes. Exp Clin Psychopharmacol 2021; 29:288-293. [PMID: 34264739 PMCID: PMC8422902 DOI: 10.1037/pha0000482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The lack of a consensus on empirically supported and clinically meaningful outcome measures for stimulant use disorders (SUDs) continues to undermine the development and evaluation of effective behavioral and pharmacological treatment options. The aim of this study was to evaluate the clinical relevance of four stimulant use treatment outcome measures (longest duration of abstinence [LDA], percent of negative urinalysis submitted, abstinent in the last 2 weeks of treatment, and three or more weeks of continuous abstinence) by exploring their utility via association with stimulant and alcohol use, employment and legal problems, and severity of psychiatric symptomatology collected at follow-up. Data used in these secondary analyses came from a multisite randomized contingency management treatment trial for SUDs (n = 441) conducted through the NIDA Clinical Trials Network. Multiple regression analyses were conducted to explore the association of four stimulant use treatment outcome measures and eight 3-month follow-up outcomes. The percent of negative urinalysis outcomes showed the most consistent performance compared to alternative outcomes, being significantly associated with better responses in all eight 3-month follow-up outcomes (β range: -169 to -241, p < .01). Both dichotomous outcome measures showed similar performances being significantly associated with four follow-up outcomes (β range: -159 to -203, p < .01). All outcome measures were consistently associated with better outcome responses at the 3-month follow-up, adding support to their clinical relevance and their adoption in SUD treatment trials. The two dichotomous outcome measures are reliable candidates to be used as endpoint outcomes, as recommended by the U.S. Food and Drug Administration (FDA). (PsycInfo Database Record (c) 2021 APA, all rights reserved).
Collapse
Affiliation(s)
- André Q. C. Miguel
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States,Analytics and PsychoPharmacology Laboratory (APPL) and the Program of Excellence in Addiction Research, Washington State University, Spokane, WA, United States,Department of Psychiatry, Federal University of Sao Paulo, Sao Paulo, Brazil,Corresponding author at: Elson S. Floyd College of Medicine, Washington State University, PO Box 1495, Spokane, WA, 99210-1495, United States. Tel +1 509 368 6896. (A.Q.C. Miguel)
| | - Crystal L. Smith
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States,Analytics and PsychoPharmacology Laboratory (APPL) and the Program of Excellence in Addiction Research, Washington State University, Spokane, WA, United States
| | - Ekaterina Burduli
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States
| | - John M. Roll
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States,Analytics and PsychoPharmacology Laboratory (APPL) and the Program of Excellence in Addiction Research, Washington State University, Spokane, WA, United States
| | - Sterling M. McPherson
- Elson S. Floyd College of Medicine, Washington State University, Spokane, WA, United States,Analytics and PsychoPharmacology Laboratory (APPL) and the Program of Excellence in Addiction Research, Washington State University, Spokane, WA, United States
| |
Collapse
|
2
|
Loflin MJE, Kiluk BD, Huestis MA, Aklin WM, Budney AJ, Carroll KM, D'Souza DC, Dworkin RH, Gray KM, Hasin DS, Lee DC, Le Foll B, Levin FR, Lile JA, Mason BJ, McRae-Clark AL, Montoya I, Peters EN, Ramey T, Turk DC, Vandrey R, Weiss RD, Strain EC. The state of clinical outcome assessments for cannabis use disorder clinical trials: A review and research agenda. Drug Alcohol Depend 2020; 212:107993. [PMID: 32360455 PMCID: PMC7293929 DOI: 10.1016/j.drugalcdep.2020.107993] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 03/17/2020] [Accepted: 03/19/2020] [Indexed: 11/17/2022]
Abstract
There is considerable variability in the use of outcome measures in clinical trials for cannabis use disorder (CUD), and a lack of consensus regarding optimal outcomes may have hindered development and approval of new pharmacotherapies. The goal of this paper is to summarize an evaluation of assessment measures and clinical endpoints for CUD clinical trials, and propose a research agenda and priorities to improve CUD clinical outcome assessments. The primary recommendation is that sustained abstinence from cannabis should not be considered the primary outcome for all CUD clinical trials as it has multiple limitations. However, there are multiple challenges to the development of a reliable and valid indicator of cannabis reduction, including the lack of a standard unit of measure for the various forms of cannabis and products and the limitations of currently available biological and self-report assessments. Development of a core toolkit of assessments is needed to both allow flexibility for study design, while facilitating interpretation of outcomes across trials. Four primary agenda items for future research are identified to expedite development of improved clinical outcome assessments for this toolkit: (1) determine whether minimally invasive biologic assays could identify an acute level of cannabis use associated with psychomotor impairment or other cannabis-related harms; (2) create an indicator of quantity of cannabis use that is consistent across product types; (3) examine the presence of cannabis-specific functional outcomes; and (4) identify an optimal duration to assess changes in CUD diagnostic criteria.
Collapse
Affiliation(s)
- Mallory J E Loflin
- University of California San Diego, School of Medicine, 9500 Gilman Dr, La Jolla, CA 92093, United States; San Diego Veterans Affairs Healthcare System, 3350 La Jolla Village Dr, San Diego, CA 92161, United States
| | - Brian D Kiluk
- Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, United States.
| | - Marilyn A Huestis
- The Lambert Center for the Study of Medicinal Cannabis and Hemp, Thomas Jefferson University, 4201 Henry Ave, Philadelphia, PA 19144, United States
| | - Will M Aklin
- NIH/NIDA Division of Therapeutics and Medical Consequences of Drug Abuse, 10 Center Dr, Bethesda, MD 20814, United States
| | - Alan J Budney
- Geisel School of Medicine at Dartmouth, 1 Rope Ferry Rd, Hanover, NH 03755, United States
| | - Kathleen M Carroll
- Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, United States
| | - Deepak Cyril D'Souza
- Yale University School of Medicine, 333 Cedar St, New Haven, CT 06510, United States
| | - Robert H Dworkin
- University of Rochester School of Medicine and Dentistry, 601 Elmwood Ave, Rochester, NY 14642, United States
| | - Kevin M Gray
- Medical University of South Carolina, 67 President St, MSC861, Charleston, SC 29425, United States
| | - Deborah S Hasin
- Columbia University Medical Center, 722 W. 168(th) St, New York, NY 10027, United States
| | - Dustin C Lee
- Johns Hopkins University School of Medicine, 733 N Broadway, Baltimore, MD 21205, United States
| | - Bernard Le Foll
- Centre for Addiction and Mental Health and University of Toronto, 33 Russell St, Toronto, ON, M5S 2S1, Canada
| | - Frances R Levin
- New York State Psychiatric Institute, Columbia University Medical Center, 1051 Riverside Dr, New York, NY 10032, United States
| | - Joshua A Lile
- University of Kentucky College of Medicine, 800 Rose Street MN 150, Lexington, KY 40506, United States
| | - Barbara J Mason
- The Scripps Research Institute, 10550 N Torrey Pines Rd, La Jolla, CA 92037, United States
| | - Aimee L McRae-Clark
- Medical University of South Carolina, 67 President St, MSC861, Charleston, SC 29425, United States
| | - Ivan Montoya
- NIH/NIDA Division of Therapeutics and Medical Consequences of Drug Abuse, 10 Center Dr, Bethesda, MD 20814, United States
| | - Erica N Peters
- Battelle Memorial Institute, 6115 Falls Rd #200, Baltimore, MD 21209, United States
| | - Tatiana Ramey
- NIH/NIDA Division of Therapeutics and Medical Consequences of Drug Abuse, 10 Center Dr, Bethesda, MD 20814, United States
| | - Dennis C Turk
- University of Washington School of Medicine, 1959 NE Pacific St, Seattle, WA 98195, United States
| | - Ryan Vandrey
- Johns Hopkins University School of Medicine, 733 N Broadway, Baltimore, MD 21205, United States
| | - Roger D Weiss
- Harvard Medical School, 25 Shattuck St, Boston, MA 02115, United States; McLean Hospital, 115 Mill St, Belmont, MA 02478, United States
| | - Eric C Strain
- Johns Hopkins University School of Medicine, 733 N Broadway, Baltimore, MD 21205, United States
| |
Collapse
|
3
|
Fitzmaurice GM, Lipsitz SR, Weiss RD. Within-treatment frequency of use versus abstinence as a predictor of longitudinal post-treatment follow-up assessments of drug use. Drug Alcohol Depend 2020; 208:107857. [PMID: 31968301 PMCID: PMC7039756 DOI: 10.1016/j.drugalcdep.2020.107857] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/27/2019] [Accepted: 01/01/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND Abstinence is a widely-used endpoint in clinical trials of stimulant use disorders. A quantitative measure of frequency of use may be a more sensitive endpoint; however, it is important to establish that it is associated with post-treatment drug use. We examine and compare how within-treatment abstinence and frequency of use are related to two post-treatment longitudinal measures of drug use. METHODS For each of three existing stimulant use disorder clinical trial datasets, we examined the association between within-treatment frequency of use (based on urine screens), within-treatment abstinence, and post-treatment follow-up assessments of drug use (urine screens and reported days of use). In joint analyses that simultaneously model the effects of within-treatment abstinence and frequency of use, it is possible to discern their relative importance as predictors of post-treatment drug use during the 12 months following the end of treatment. RESULTS Results indicate a quantitative measure of within-treatment frequency of use was associated with longitudinal post-treatment follow-up assessments of drug use. Results from joint analyses of post-treatment follow-up drug use assessed by urine screens suggest that within-treatment frequency of use, rather than abstinence per se, is predictive of post-treatment drug use. However, results from joint analyses of self-report of days of use are equivocal. CONCLUSION Results lend support to the use of a quantitative measure of within-treatment drug use as an alternative to complete abstinence. They suggest that some within-treatment use that fall short of complete abstinence may potentially represent clinically important improvements given their association with post-treatment drug use.
Collapse
Affiliation(s)
- Garrett M. Fitzmaurice
- McLean Hospital, 115 Mill Street, Belmont, MA 02478;,Harvard Medical School, 25 Shattuck Street, Boston, MA 02115,Corresponding author at: McLean Hospital, Laboratory for Psychiatric Biostatistics, 115 Mill Street, Belmont, MA 02478, USA.
| | - Stuart R. Lipsitz
- Brigham and Women’s Hospital, 1620 Tremont Street, Boston, MA 02120;,Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
| | - Roger D. Weiss
- McLean Hospital, 115 Mill Street, Belmont, MA 02478;,Harvard Medical School, 25 Shattuck Street, Boston, MA 02115
| |
Collapse
|
4
|
Statistical considerations in the choice of endpoint for drug use disorder trials. Drug Alcohol Depend 2017; 181:219-222. [PMID: 29102827 PMCID: PMC5687831 DOI: 10.1016/j.drugalcdep.2017.09.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 09/26/2017] [Accepted: 09/28/2017] [Indexed: 01/10/2023]
Abstract
BACKGROUND To date, the US Food and Drug Administration (FDA) requires drug use disorder trials developing new medications to use abstinence, a clinically meaningful endpoint, as the primary outcome. Although abstinence is the gold standard, only a relatively small percentage of participants in drug use disorder trials ever achieve this endpoint. This has prompted clinical trialists to consider quantitative measures of frequency of use, recognizing that some reductions in drug use that fall short of complete abstinence may potentially represent clinically important improvements. While much of the discussion concerning alternative outcomes to abstinence has focused on their clinical relevance, there are important statistical considerations that should also be taken into account. PURPOSE In this paper, we demonstrate and highlight the degree to which use of a quantitative measure of frequency of use, relative to a binary measure of abstinence, yields a very discernible increase in statistical power for assessing efficacy or effectiveness of treatments for drug use disorders. CONCLUSION While it is well established that dichotomizing a quantitative measure invariably results in loss of statistical power, what is less well recognized is the degree of loss in the context of drug use disorder trials. In some cases, the required sample size must be almost doubled to achieve the same level of power.
Collapse
|
5
|
Janero DR. Medications development for substance-use disorders: contextual influences (dis)incentivizing pharmaceutical-industry positioning. Expert Opin Drug Discov 2014; 9:1265-79. [PMID: 25162124 DOI: 10.1517/17460441.2014.951631] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
INTRODUCTION The significant contribution of substance-use disorders (SUDs) to the global-disease burden and associated unmet medical needs has not engendered a commensurate level of pharma-industry research and development (R&D) for novel SUD therapeutics invention. Analysis of contextual factors shaping this position suggests potential routes toward incentivizing R&D commitment for that purpose. AREAS COVERED This article considers multiple primary factors that have consorted to disincentivize pharma industry's operating in the SUD space: ill-understood pathology; variegated treatments and patient profiles; involved clinical trials; and - with particular reference to SUDs-negative cultural/business stigmas and shallow commercial precedent. Industry incentivization for SUD drug innovation requires progress on several fronts, including: translational experimental data and systems; personalized, holistic SUD treatment approaches; interactions among pharma, nonindustry constituencies, and the medical profession with vested interests in countering negative stereotypes and expanding SUD treatment options; and public-private alliances focused on improving SUD pharmacotherapy. EXPERT OPINION Given the well-entrenched business stance whereby the prospect of future profits in major markets largely determines drug-company R&D investment trajectory, strategic initiatives offering substantial reductions in the risks and opportunity (i.e., time and money) costs associated with SUD drug discovery are likely to be the most potent drivers for encouraging mainstream industry positioning in this therapeutic area. Such initiatives could originate from front-loaded R&D operational and back-loaded patent, regulatory, marketing and health-care policy reforms. These may be too involved and protracted for the turbulent pharmaceutical industry to entertain amid its recent retrenchment from psychiatric/CNS diseases and intense pressures to increase productivity and shareholder value.
Collapse
Affiliation(s)
- David R Janero
- Northeastern University, Bouvé College of Health Sciences, Center for Drug Discovery, Department of Pharmaceutical Sciences, Health Sciences Entrepreneurs , 360 Huntington Avenue, 116 Mugar Life Sciences Hall, Boston, MA 02115-5000 , USA +1 617 373 2208 ; +1 617 373 7493 ;
| |
Collapse
|
6
|
Del Boca FK, Darkes J. 'Nothing is more practical than a good theory': outcome measures in addictions treatment research. Addiction 2012; 107:719-20. [PMID: 22372698 DOI: 10.1111/j.1360-0443.2011.03647.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Frances K Del Boca
- Department of Community Medicine and Health Care, University of Connecticut Health Center, Farmington, 06030, USA.
| | | |
Collapse
|
7
|
Tiffany ST, Friedman L, Greenfield SF, Hasin DS, Jackson R. Beyond drug use: a systematic consideration of other outcomes in evaluations of treatments for substance use disorders. Addiction 2012; 107:709-18. [PMID: 21981638 PMCID: PMC3257402 DOI: 10.1111/j.1360-0443.2011.03581.x] [Citation(s) in RCA: 145] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Across the addictions field, the primary outcome in treatment research has been reduction in drug consumption. A comprehensive view of the impact of substance use disorders on human functioning suggests that effective treatments should address the many consequences and features of addiction beyond drug use, a recommendation forwarded by multiple expert panels and review papers. Despite recurring proposals, and a compelling general rationale for moving beyond drug use as the sole standard for evaluating addiction treatment, the field has yet to adopt any core set of 'other' measures that are routinely incorporated into treatment research. Among the many reasons for the limited impact of previous proposals has been the absence of a clear set of guidelines for selecting candidate outcomes. This paper is the result of the deliberations of a panel of substance abuse treatment and research experts convened by the National Institute on Drug Abuse to discuss appropriate outcome measures for clinical trials of substance abuse treatments. This paper provides an overview of previous recommendations and outlines specific guidelines for consideration of candidate outcomes. A list of outcomes meeting those guidelines is described and illustrated in detail with two outcomes: craving and quality of life. The paper concludes with specific recommendations for moving beyond the outcome listing offered in this paper to promote the programmatic incorporation of these outcomes into treatment research.
Collapse
Affiliation(s)
- Stephen T Tiffany
- University at Buffalo, The State University of New York, 14260, USA.
| | | | | | | | | |
Collapse
|
8
|
Donovan DM, Bigelow GE, Brigham GS, Carroll KM, Cohen AJ, Gardin JG, Hamilton JA, Huestis MA, Hughes JR, Lindblad R, Marlatt GA, Preston KL, Selzer JA, Somoza EC, Wakim PG, Wells EA. Primary outcome indices in illicit drug dependence treatment research: systematic approach to selection and measurement of drug use end-points in clinical trials. Addiction 2012; 107:694-708. [PMID: 21781202 PMCID: PMC3537825 DOI: 10.1111/j.1360-0443.2011.03473.x] [Citation(s) in RCA: 144] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
AIMS Clinical trials test the safety and efficacy of behavioral and pharmacological interventions in drug-dependent individuals. However, there is no consensus about the most appropriate outcome(s) to consider in determining treatment efficacy or on the most appropriate methods for assessing selected outcome(s). We summarize the discussion and recommendations of treatment and research experts, convened by the US National Institute on Drug Abuse, to select appropriate primary outcomes for drug dependence treatment clinical trials, and in particular the feasibility of selecting a common outcome to be included in all or most trials. METHODS A brief history of outcomes employed in prior drug dependence treatment research, incorporating perspectives from tobacco and alcohol research, is included. The relative merits and limitations of focusing on drug-taking behavior, as measured by self-report and qualitative or quantitative biological markers, are evaluated. RESULTS Drug-taking behavior, measured ideally by a combination of self-report and biological indicators, is seen as the most appropriate proximal primary outcome in drug dependence treatment clinical trials. CONCLUSIONS We conclude that the most appropriate outcome will vary as a function of salient variables inherent in the clinical trial, such as the type of intervention, its target, treatment goals (e.g. abstinence or reduction of use) and the perspective being taken (e.g. researcher, clinical program, patient, society). It is recommended that a decision process, based on such trial variables, be developed to guide the selection of primary and secondary outcomes as well as the methods to assess them.
Collapse
Affiliation(s)
- Dennis M. Donovan
- Alcohol and Drug Abuse Institute and Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - George E. Bigelow
- Behavioral Pharmacology Research Unit, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gregory S. Brigham
- Maryhaven, Columbus, OH, USA,Department of Psychiatry and Behavioral Neuroscience University of Cincinnati, Cincinnati, OH, USA
| | - Kathleen M. Carroll
- Division of Addiction, Department of Psychiatry, Yale University School of Medicine, West Haven, CT, USA
| | - Allan J. Cohen
- Bay Area Addiction Research and Treatment, Sherman Oaks, CA, USA
| | | | | | - Marilyn A. Huestis
- National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA
| | - John R. Hughes
- Department of Psychiatry, University of Vermont, Burlington, VT, USA
| | | | - G. Alan Marlatt
- Addictive Behaviors Research Center, Department of Psychology, University of Washington, Seattle, WA, USA
| | - Kenzie L. Preston
- National Institute on Drug Abuse, Intramural Research Program, Baltimore, MD, USA
| | | | - Eugene C. Somoza
- Department of Psychiatry and Behavioral Neuroscience University of Cincinnati, Cincinnati, OH, USA
| | - Paul G. Wakim
- National Institute on Drug Abuse, Center for the Clinical Trials Network, Bethesda, MD, USA
| | | |
Collapse
|
9
|
Abstract
Although drug craving has received considerable research attention over the past several decades, to date there has been no systematic review of the general clinical significance of craving. This paper presents an overview of measurement issues of particular relevance to a consideration of use of craving in clinical settings. The paper then considers the relevance of craving across a broad array of clinical domains, including diagnosis, prognostic utility, craving as an outcome measure, and the potential value of craving as a direct target of intervention. The paper is both descriptive and prescriptive, informed by the current state of the science on craving with recommendations for the definition of craving, assessment practices, future research, and clinical applications. We conclude that craving has considerable utility for diagnosis and as a clinical outcome, and that findings from future research will likely expand the clinical potential of the craving construct in the domains of prognosis and craving as a treatment target.
Collapse
Affiliation(s)
- Stephen T Tiffany
- Department of Psychology, University at Buffalo, The State University of New York, Buffalo, New York, USA.
| | | |
Collapse
|
10
|
Cleary M, Hunt GE, Matheson S, Walter G. Psychosocial treatments for people with co-occurring severe mental illness and substance misuse: systematic review. J Adv Nurs 2009; 65:238-58. [DOI: 10.1111/j.1365-2648.2008.04879.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|