Properties Work in the Real World? November 16, 2016 Richard C. - - PowerPoint PPT Presentation
Properties Work in the Real World? November 16, 2016 Richard C. - - PowerPoint PPT Presentation
Abuse Deterrent Formulations: Testing effectiveness from the benchtop to real world Do Medications with Abuse Deterrent Properties Work in the Real World? November 16, 2016 Richard C. Dart, MD, PhD Director, Rocky Mountain Poison and Drug
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Judging by the size and frequency of the droppings, I’d say we’ve found the campaign trail.
ADFs in the Real World
- Category 4
– Epidemiological evaluation – Evaluates the performance of the product in the real world – No product has yet requested Category 4 designation
- Methods of deterring abuse
– OxyContin (oxycodone) and Arymo (morphine) use a physical-chemical approach that produces a tablet that is hard to crush and forms a thick gel with water. – Embeda (morphine) uses naltrexone as an antagonist to reduce the desired drug effect if the product is crushed. – Xtampza (oxycodone) uses a proprietary waxy microsphere that is difficult to crush or solubilize.
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- Strength (effect size)
- Consistency (reproducibility)
- Specificity
- Temporality (Effect has to occur after the cause)
- Biological gradient
- Plausibility
- Coherence
- Experiment
- Analogy
- Confounding factors
Hill Criteria: Do ADFs Work in the Real World?
- A plausible mechanism between cause and
effect is helpful
– but understanding of the mechanism is limited by current knowledge
Hill Criteria: Plausibility
Hill AB. Proc Royal Soc Med 1965;58:295-300.
- Prescription drug abuse is like other drug abuse, except
with an additional “route” of abuse: – Oral = intact + chewed or crushed – Intranasal – Intravenous
- Importance of manipulating drug
– Crucial transition
- Changes perception of heroin use1
– Risk of acute (overdose, death) and chronic events (addiction, infections, death) higher after intranasal or IV abuse than oral abuse
Scientific Basis of Abuse-Deterrent Opioids
- 1. Vosburg. J Child Adol Subst Abuse 2016.
Dart RC, Iwanicki JL. Can J Diag 2015;32:10.
Biological Plausibility
Death
Outcomes
Addiction Overdose
Filling the Balloon
Chewed Crushed Intact
Recreational Abuser Person in Pain
Susceptible Person
Death
Recreational Abuser
Dart RC, Iwanicki JL. Can J Diag 2015;32:10.
Person in Pain
Outcomes
Emptying the Balloon
Chewed Crushed Intact
Susceptible Person
Intervening in Prescription Drug Abuse
Addiction Overdose
Guidelines P D M P A D F A D F A D F A D F
- Effect has to occur after the cause
(including a delay, if expected)
- Minimal delay expected for oxycodone ER
– All drug shipped after August 9, 2010 was reformulated version – Pharmacy turnover of opioids is rapid
- Only oxycodone ER has adequate data to
evaluate effectiveness
Hill Criteria: Temporality
Hill AB. Proc Royal Soc Med 1965;58:295-300.
Researched Abuse, Diversion and Addiction- Related Surveillance (RADARS System)
DHHA
RMPDC RADARS System
History
– 2002, launched by Purdue Pharma – 2006, Denver Health and Hospital Authority takes independent ownership
– Denver Public Hospital for 150 years – State sanctioned independent authority
Conflict of Interest Statement
- Most manufacturers of prescription opioids or stimulants subscribe to RADARS
System.
- Subscribers receive information, but do not participate in developing the
System, data collection, or analysis of the data. They do not have access to the raw data.
- Employees are prohibited from personal financial relationships with any other
company.
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Mosaic Surveillance
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Temporality: Oxycodone ER Prescriptions Decreased Promptly After Reformulation
IMS, 2015
- 50%
- 40%
- 30%
- 20%
- 10%
0% 10% 20% 30%
Reformulation of Oxycodone ER
Other Opioids Oxycodone ER % Change in Prescriptions Dispensed Other Opioids = Oral dosage forms of opioid analgesics: hydrocodone, hydromorphone, morphine, oxymorphone, tramadol, tapentadol, and IR oxycodone 2011 2012 2013 2014 2015 2016
Temporality: Oxycodone ER Abuse and Diversion, Adjusted for Population, 2010–2016
- A small association does not mean that there is
not a causal effect, though the larger the association, the more likely that it is causal.
Hill Criteria: Effect Size
Hill AB. Proc Royal Soc Med 1965;58:295-300.
Effect Size: Oxycodone ER Abuse and Diversion, Adjusted for Population, 2010-2016
- Consistent findings observed by different
persons in different places with different samples strengthens the likelihood of an effect
Hill Criteria: Consistency
- 100%
- 50%
0% 50% 100%
Consistency: Oxycodone ER Associated with Lower Rates Across Many Data Sources
Outcome Source Pre vs. Post % Change [95% CI] Since Reformulation Misuse
RADARS (Poison Centers)
Abuse
RADARS (Poison Centers) NPDS (Poison Centers) NAVIPPRO (Treatment Centers) RADARS SKIP (Treatment Centers) RADARS OTP (Treatment Centers)
Opioid Use Disorder Database of Opioid Users (Marketscan) Overdose
Database of Opioid Users (Marketscan)
Diversion
RADARS (Drug Diversion)
Doctor Shopping
IMS Prescription Data
Decrease Increase
Coplan et al. Clin Pharmacol Ther. 2016.
Data adjusted for prescription volume
ER Oxycodone Other Opioids
0.4 0.8 1.2 1.6 2 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014
National Survey of Drug Use and Health, OxyContin Nonmedical Use
# Cases
- f Past Year
Nonmedical OxyContin Use (in millions)
Reformulated Oxycodone ER
0.005 0.01 0.015 0.02 0.025 0.03 0.035 20094 20102 20104 20112 20114 20122 20124 20132 20134 20142
OxyC ER
Poison Center : Response to Reformulation
- f Oxycodone ER (OxyContin)
0.01 0.02 0.03 0.04 0.05 0.06 0.07 0.08
OxyC ER
Oxycodone ER Oxymorphone ER
Rate per 100,000 population
Reformulation of: OxyM ER Reformulation of: OxyM ER
- The more specific an association between a
factor and an effect is, the bigger the probability
- f a causal relationship1
- Results specific to oxycodone ER compared to
- ther analgesic opioids
Hill Criteria: Specificity
- 1. Hill AB. Proc Royal Soc Med 1965;58:295-300.
0.02 0.04 0.06 0.08 0.1 0.12 0.2 0.4 0.6 0.8 20031 20041 20051 20061 20071 20081 20091 20101 20111 20121 20131 20141 20151 20161
Per 100,000 Population Per 100,000 Population
Alternate Explanations Fail the Hill Temporality and Specificity Criteria
Reformulation FL TIRF
REMS ER/LA REMS
WA Rx Guidelines Natl Drug Take Back
NY/ACEP Rx Guidelines
HC-APAP Tramadol
PDMP Initiation
All Other Opioids Oxycodone ER
What Will Capture Category 4?
March is one of the peculiarly dangerous months to speculate…
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“The others are July, January, April, October, May, November, June, September, December, August and February.”
FDA Guidance on ADFs
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- Demonstrate abuse-deterrent properties “meaningfully
deter abuse, even if they do not fully prevent abuse”
– Abuse: intentional, non-therapeutic use of a drug or substance, even once, to achieve a desirable psychological or physiological effect
- “Results in meaningful reductions in abuse, misuse,
and related adverse clinical outcomes, including addiction, overdose, and death in the post-approval setting”
- Add to the totality of evidence to support ADF claim
- Specificity, consistency and effect size indicate
that abuse deterrent opioids are likely to be effective in reducing abuse and its outcomes
- Similar effects for crush-resistant oxymorphone
ER
- Widespread use would reduce prices and
reduce the crucial transition from intact swallowing to crushing
- Education, training, and other interventions