Drug Addiction: A Public Health Issue that Refuses to Go Away

Drug addiction remains one of the most persistent and complex public health challenges worldwide. Despite advances in prevention and treatment, drug‑related harm and mortality continue to rise, underscoring the need for deeper biological understanding and more predictive models to support the development of new therapies.

Understanding Drug Addiction and Substance Use Disorders

Socially, we use the term “addiction” to describe a range of behaviors that feel difficult to control. Often people will talk about being addicted to relatively harmless behaviors such as checking their phone or eating more chocolate than they intended. Clinically, however, drug addiction, more accurately referred to as a substance use disorder, has a much more precise definition.

Substance use disorders are characterized by compulsive drug-seeking or drug-taking behavior that becomes necessary for normal functioning, is no longer fully under voluntary control, and causes harm to the individual. These harms may be physical (for example, infections caused by needle reuse), psychological (such as deteriorating mental health), or social (such as deteriorating relationships or reduced performance at work). In severe cases, substance use disorders are fatal.

A Global Public Health Challenge

Despite promising data in the UK revealing the proportion of people regular drug use fell by 2.7% between 2004 and 2024, the number of deaths attributed to drug misuse doubled over the same period. Furthermore, 10,473 alcohol-specific deaths (conditions that can only be caused by alcohol exposure) were recorded in 2023 alone. Finally, although it is difficult to identify tobacco smoke as the sole cause of medical conditions, it is estimated that ~74,000 people in the UK died from a smoking related illness in 2019 (Office for National Statistics).

Bar chart showing the proportion of the UK population reporting drug use in the past 12 months alongside the number of deaths related to drug misuse per million people between 2004 and 2024.

Proportion of the UK population (%) that have reported used drugs within the past 12 months from 2004 to 2024. Data for 2021 and 2022 was not collected during to COVID-19 pandemic. Number of deaths (per million population) that coroner associated with drug misuse from 2004 to 2024.

The situation is by no means isolated to the UK. Many regions of the world experiencing similar or even higher rates of substance use disorder and associated deaths. In the United States, the opioid epidemic continues to drive high mortality, with fentanyl causing more than 48,000 deaths in 2024 (UNODC). Globally, and especially in Europe and North and South America, cocaine use has increased drastically with approximately 25 million regular users (UNODC). Countries in Asia, the Middle East and North Africa are similarly affected by high rates of amphetamine and methamphetamine use.

Even legally available and socially accepted drugs are cause for concern with the World Health Organisation estimating there are 2.6 million deaths associated with alcohol and 7 million deaths associated with tobacco smoke globally every year.

Treating Substance Use Disorders

A major obstacle in treating drug addiction is that pharmaceutical treatment options remain remarkably limited.  Currently, there are only nine FDA approved treatments for substance use disorders. Notably, none of which are approved for use in addiction to stimulants such as cocaine and methamphetamine.

Venn diagram showing FDA‑approved treatments for opioid, nicotine and alcohol use disorders, including methadone, buprenorphine, naltrexone, varenicline, bupropion, acamprosate and behavioural therapies, with overlap between conditions.

Medicines approved by the Food and Drug Administration for treatment of substance use disorders. Other treatments may be used “off-label”.

Development of novel pharmacotherapies is hindered by the very nature of the disease. Substance use disorders are fundamentally behavioral conditions, shaped by neurobiology, learning, environment and experience. Although biological assays can determine how a drug interacts at the biochemical, cell and tissue level, they can’t accurately predict changes in behavior.

Behavioral Pharmacology

Bridging this gap requires models that can assess the efficacy of novel pharmacotherapies in a species that can demonstrate specific behavioral aspects of addiction. Animals will voluntarily consume drugs with abuse potential for their rewarding and pleasurable effects, making them a useful model for human substance use disorders.

Addiction research most commonly uses rodents and non-human primates, although even simpler organisms, such as the fruit fly Drosophila melanogaster, can form associations between the drug rewards and environmental cues.

The Three-Phase Model of Addiction

There are three main paradigms for assessing novel treatments for addiction guided by the three-part addiction model proposed by Koob and Volkow (Koob & Volkow, 2009).

The framework described addiction as a repeating cycle consisting of three interconnected phases:

  1. Intoxication (binge): Drug consumption driven by rewarding and pleasurable effects, often escalating in dose and frequency.
  2. Withdrawal: Arises when the drug is no longer available and the user has a negative experience.
  3. Anticipation (craving): Exposure to social and spatial cues which result in a strong desire to begin consuming the drug again.
Diagram illustrating the three‑phase cycle of addiction, showing binge drug use, withdrawal symptoms and craving linked in a continuous loop.

Three-part model of addiction (Koob & Volkow, 2009)

Reasons to be Optimistic

Despite the disturbing statistics on drug use and associated deaths, there are reasons to be optimistic. In the UK, 382,047 people accessed substance use treatments services in 2024 with 85% of those experiencing problems with opioids or alcohol, drugs for which a number of treatment options exist. The USA has seen a remarkable reduction in opioid overdoses, as a result of crackdowns on fentanyl precursors, nationwide naloxone rollouts and increased access to treatment programs. Globally, a third of the world’s population has access to smoking cessation services and smoke-free laws protecting non-smokers from passive smoke.

There is also promise for novel treatments for substance use disorders. Psychedelics which demonstrate promising data for conditions such as Major Depressive Disorder may also be useful for addictions. Ketamine, for example, has undergone considerable research for alcohol use disorder (Mehtani et al., 2025).

However, there are still a huge number of people that are not receiving adequate treatment and further research is required. To properly investigate novel treatments, they must be assessed for efficacy in models that accurately predict addiction in humans. Self-administration, dependence and withdrawal and reinstatement paradigms are a set of complementary assessments that cover a range of addictive behaviors.

In the following article series, we explore how these validated behavioral pharmacology models are used to study intoxication, withdrawal and craving, and how they provide a valuable method for screening urgently needed novel pharmacotherapies.

Explore our addiction research models

Together, these articles examine how addiction develops, why it is so persistent, and how validated in vivo models are used to assess new therapeutic approaches.

  • Drug Addiction: A Public Health Issue That Refuses to go Away

An introduction to substance use disorders, the three-phase addiction model, and the role of behavioral pharmacology.

How reward-driven drug use and escalation are modelled in vivo.

Assessing dependence, withdrawal symptoms and maintenance therapies.

Understanding cue-induced relapse using reinstatement paradigms.

Continue the series

CNS & Pain Models

These approaches form part of Sygnature Discovery’s CNS & pain in vivo pharmacology capabilities, supporting translational neuroscience and substance use disorder drug discovery from early research through to clinical decision-making.