Review article
Amphetamine-induced alteration to gaze parameters: A novel conceptual pathway and implications for naturalistic behavior

https://doi.org/10.1016/j.pneurobio.2020.101929Get rights and content

Highlights

  • We propose a novel model for amphetamine-induced alterations to gaze behavior.

  • Gaze parameters are dependent on visual input via component oculomotor processes.

  • Amphetamine reduces continuity and accuracy of visuomotor movement and control.

  • Mismatch between these systems produces perceptual narrowing or ‘tunnel vision’.

  • Quantifying gaze behaviour may index amphetamine-related visual scanning efficiency.

Abstract

Amphetamine produces a multiplicity of well-documented end-order biochemical, pharmacological and biobehavioural effects. Mechanistically, amphetamine downregulates presynaptic and postsynaptic striatal monoamine (primarily dopaminergic) systems, producing alterations to key brain regions which manifest as stereotyped ridged behaviour which occurs under both acute and chronic dosing schedules and persists beyond detoxification. Despite evidence of amphetamine-induced visual attentional dysfunction, no conceptual synthesis has yet captured how characteristic pharmaco-behavioural processes are critically implicated via these pathways, nor described the potential implications for safety-sensitive behaviours. Drawing on known pathomechanisms, we propose a cross-disciplinary, novel conceptual functional system framework for delineating the biobehavioural consequences of amphetamine use on visual attentional capacity and discuss the implications for functional and behavioural outcomes. Specifically, we highlight the manifest implications for behaviours that are conceptually driven and highly dependent on visual information processing for timely execution of visually-guided movements. Following this, we highlight the potential impact on safety-sensitive, but common behaviours, such as driving a motor vehicle. The close pathophysiological relationship between oculomotor control and higher-order cognitive processes further suggests that dynamic measurement of movement related to the motion of the eye (gaze behaviour) may be a simple, effective and direct measure of behavioural performance capabilities in naturalistic settings. Consequently, we discuss the potential efficacy of ocular monitoring for the detection and monitoring of driver states for this drug user group, and potential wider application.

Significance statement: We propose a novel biochemical-physiological-behavioural pathway which delineates how amphetamine use critically alters oculomotor function, visual-attentional performance and information processing capabilities. Given the manifest implications for behaviours that are conceptually driven and highly dependent on these processes, we recommend oculography as a novel means of detecting and monitoring gaze behaviours during naturalistic tasks such as driving. Real-word examination of gaze behaviour therefore present as an effective means to detect driver impairment and prevent performance degradation due to these drugs.

Introduction

Amphetamine and its congeners belong to a class of direct and indirect-acting sympathomimetic amines which produce potent biochemical, pharmacological and biobehavioural effects. As one of the oldest pharmacological compounds, amphetamine has a long and varied history, both as an early therapeutic and effective pharmacological agent, and more recently, as a contentious and (mostly) illicit drug with abuse potential. Amphetamine-type substances are experiencing a resurgence in popularity due to increased scientific interest in their potential therapeutic applications [such as 3,4- Methylenedioxymethamphetamine (MDMA) for treatment of psychiatric illness]. Importantly, their increased recreational popularity has several important implications for health and safety, not least in their overrepresentation among drivers injured or killed due to road traffic crashes. The biochemical effects of amphetamine and its derivatives (as well as emerging designer drugs) are described in considerable detail across several excellent scoping review articles [See; (de la Torre et al., 2004; Heal et al., 2013)]. The aim of this current review is therefore not intended to provide in-depth comparison of each component derivative in relation to its complex biochemical or pharmacological characteristics, nor attempt to closely re-examine their individual mechanisms of action. Rather, we aim to synthesise current knowledge regarding the pharmacological effects of salient amphetamine derivatives (judged here as those of illicit and/or therapeutic significance) on key brain regions of interest (Chapters 1–3). In doing so, we propose a novel pharmacological-biobehavioural pathway to delineate their effects on specific aspects of oculomotor function and subsequent changes to visual attention and information processing (Chapter 4). Using extant clinicopathological frameworks, we develop a surrogate model to support a neuromodulatory origin for altered oculomotor control and visual attention (Chapter 5). Introducing our novel pathomechanistic model (Chapter 6), we propose that amphetamine-induced alterations are examinable through quantifying dynamic gaze behaviour. Here, gaze behaviour refers to the process of utilising oculomotor events to scan the environment and selectively prioritise the intake and processing of visual information. Considering this framework, we propose gaze metrics as a novel means for providing a quantifiable estimation of the spatial and temporal distribution of gaze in real-time (Chapter 6). Discussing the potential application for co-developing systems designed to detect and monitor amphetamine-specific impairment in naturalistic settings, we contextualise this in terms of safety-critical behaviours for which amphetamine use is increasingly common and negatively implicated, such as driving a car (Chapter 7).

Amphetamine (contracted from 1-methyl-2-phenylthylamine) was first synthesised in 1887 in Berlin, Germany, by Romanian chemist Lazar Edeleanu (1862–1941) (Pancu, 2013). It was subsequently adapted and patented for commercial use in 1927 by American biochemist Gordon Alles as a cheap synthetic decongestant and bronchodilator ephedrine substitute (Prinzmetal and Alles, 1939). In 1935 Smith, Kline and French (SKF) produced Benzedrine Sulphate®, a commercially available racemic α-amphetamine. First available as an inhalant (containing 250 mg of amphetamine base), and, later as a tablet (mainly 10 mg), Benzedrine® was widely marketed as a cognitive enhancer and wakefulness aid (McNamara and Miller, 1937; Molitch and Sullivan, 1937), appetite suppressant (Tainter, 1944), antidepressant, anti-narcoleptic aid (Prinzmetal and Bloomberg, 1935), and even as a novel treatment Parkinson’s disease (Fahn, 2015). SKF later synthesised the two amphetamine isomers (D- and L-), further producing d-amphetamine (marketed as Dexedrine®). Due to many of the drugs desirable effects, amphetamine was widely consumed by the general public, students, health practitioners, and allied military personal throughout the 40’s and 50’s (Guttmann and Sargant, 1937). An overview of the clinical and pharmacological parameters for amphetamine and its key congeners is provided in Table 1.

The widespread public and therapeutic use of amphetamine was increasingly linked to reports of adverse effects (Young and Scoville, 1938) and abuse potential (Monroe and Drell, 1947). From the 1960’s and into the 1970’s, the Federal Drug Administration (FDA) in the USA incited motions to restrict the storage, sale and availability of over-the-couther amphetamine to limited prescription purposes only. Perhaps counterintuitively, a subsequent surge in prescribing occurred during this transition period (Rasmussen, 2008). In 1971, the Controlled Substances Act formally declared amphetamine a Schedule-II controlled substance of abuse and addiction potential as part of the United Nations Convention on Psychotropic Substances treaty, thus placing it in the same category as heroin, morphine and cocaine. Despite these constraints, amphetamine derivatives and mixed enantiomer products have continued to have clinical utility in recent years (albeit more highly controlled) as short-term pharmaceutical aid for reducing the symptoms of attention deficit hyperactivity disorder (ADHD) in adults (Castells et al., 2018) and children (Punja et al., 2016), and for weight loss/control (Haslam, 2016).

Section snippets

Acute use

Amphetamine and its derivatives affects numerous neurotransmitter systems including catecholamine and indoleamines, and produces potent sympathomimetic and central stimulating effects on a number of beta and alpha receptor sites (Scully, 2014). Predominantly, amphetamine exerts its characteristic pharmacological/stimulating effects by interacting with the dopamine transport (DAT) system, leading to increased dopaminergic release and delayed dopamine reuptake within the striatum (Calipari and

Overview

Amphetamine primarily exerts its mechanism of action via synaptic release of monoamines and their plasmalemmel transporters from the presynaptic nerve terminals (Cruickshank and Dyer, 2009). Disruption of dopaminergic storage and MAO reuptake then promotes dopamine accumulation in the cytoplasm, which contributes to its pharmacological effects. The relative potency of these drugs required to facilitate amphetamine-induced inhibition and sensitivity of DAT, NET and SERT neurotransmitter systems

Overview

Convergent lines of evidence suggest that amphetamine-induced deficits in visual attentional abilities result from altered function within contiguous brain regions primarily implicated via DA neuromodulation. These same regions also govern visual processing and visuomotor aspects of attentional control, which suggests that amphetamine may similarly affect such functionalities. Hence, exanimating changes in oculomotor behaviour provides a non-invasive means to quantify the impact of amphetamine

Overview

Many neuromodulatory effects in diseases of DA-dysregulation have clear cortical-striatal origins. Manifest changes in ocular function and characteristic abnormalities in visual attention and information processing are, in part, mediated by these same pathomechanisms. This is clinically and practically evidenced following protracted amphetamine use and during periods of abstinence, and as demonstrated by pathological theory of amphetamine use (see sections 2 and 3). At present, there is

Overview

Based on discussions in sections 3–5, we propose that amphetamine produces characteristic alterations to visuomotor control, reflected as stereotyped gaze patterns that may reduce visual scanning efficiency. In the following sections, we present pathomechanistic theory integrated with established oculomotor systems to define amphetamine-specific gaze behaviour, and introduce an updated model supporting gaze metrics as a method for quantifying these effects in naturalistic settings. We then

Driving under the influence of amphetamine

Driving is a safety-critical everyday task predominantly reliant on continued visual acuity, attentional competency and motor coordination. It also necessitates the coordinated uptake, organisation and execution of visual information processing to inform guided behaviours. These can be influenced by external factors, including the colour or texture of the environment, the range of the visual field, and by internal states, such as fatigue, inattention or driver intoxication. Despite the

Conclusions and considerations for future research

Amphetamine use is ubiquitously detrimental to many aspects of health, not least given the contribution to many preventable causes of morbidity and mortality. Of growing concern is the global overrepresentation of amphetamine-affected drivers who are injured or killed due to road traffic crashes. Evidently, there is a need to more clearly define underlying pathomechanisms with which these drugs contribute to end-order performance deficits and examine innovative ways to detect and monitor the

Role of the funding source

Dr Amie Hayley is supported by a National Health and Medical Council (NHMRC) Peter Doherty Biomedical Early Career Research Fellowship (GNT: 1119960) and the Jack Brockhoff and Edwin Flack Early Career Medical Research Grant (4338-2017). A/Prof Downey is supported by an NHMRC R.D. Wright Biomedical Career Development Fellowship (CDF: 2017-2020). Dr Shiferaw has no conflicts of interest to declare.

CRediT authorship contribution statement

Amie C. Hayley: Conceptualization, Investigation, Methodology, Visualization, Writing - original draft. Brook Shiferaw: Methodology, Writing - review & editing, Investigation, Visualization. Luke A. Downey: Methodology, Writing - review & editing, Investigation, Visualization.

Declaration of Competing Interest

None.

References (216)

  • J.M. Brown et al.

    Effects of amphetamines on mitochondrial function: role of free radicals and oxidative stress

    Pharmacol. Ther.

    (2003)
  • W.A. Carlezon et al.

    Enduring behavioral effects of early exposure to methylphenidate in rats

    Biol. Psychiatry

    (2003)
  • J.A. Cegalis et al.

    What is deviant about deviant smooth pursuit eye movements in schizophrenia?

    Psychiatry Res.

    (1983)
  • F. Chan et al.

    Deficits in saccadic eye-movement control in Parkinson’s disease

    Neuropsychologia

    (2005)
  • Y. Chen et al.

    Visual and cognitive control of attention in smooth pursuit

    Prog. Brain Res.

    (2002)
  • S. Chen et al.

    The global macroeconomic burden of road injuries: estimates and projections for 166 countries

    Lancet Planet. Health

    (2019)
  • Y.-H. Chou et al.

    Dopamine transporters and cognitive function in methamphetamine abuser after a short abstinence: a SPECT study

    Eur. Neuropsychopharmacol.

    (2007)
  • K.M. Clements et al.

    Enhanced visual responses in the superior colliculus in an animal model of attention-deficit hyperactivity disorder and their suppression by d-amphetamine

    Neuroscience.

    (2014)
  • R.L. Cole et al.

    Neuronal adaptation to amphetamine and dopamine: molecular mechanisms of prodynorphin gene regulation in rat striatum

    Neuron

    (1995)
  • E.J. Dommett et al.

    Drug therapies for attentional disorders alter the signal-to-noise ratio in the superior colliculus

    Neuroscience

    (2009)
  • L.A. Downey et al.

    Altered energy production, lowered antioxidant potential, and inflammatory processes mediate CNS damage associated with abuse of the psychostimulants MDMA and methamphetamine

    Eur. J. Pharmacol.

    (2014)
  • L.A. Downey et al.

    The Standardized Field Sobriety Tests (SFST) and measures of cognitive functioning

    Acc. Anal. Prev.

    (2016)
  • W.C. Drevets et al.

    Amphetamine-induced dopamine release in human ventral striatum correlates with euphoria

    Biol. Psychiatry

    (2001)
  • O.H. Drummer et al.

    Odds of culpability associated with use of impairing drugs in injured drivers in Victoria, Australia

    Acc. Anal. Prev.

    (2020)
  • B.J. Everitt et al.

    From the ventral to the dorsal striatum: devolving views of their roles in drug addiction

    Neurosci. Biobehav. Rev.

    (2013)
  • B.N. Frey et al.

    Increased oxidative stress in submitochondrial particles after chronic amphetamine exposure

    Brain Res.

    (2006)
  • L. Friedman et al.

    Relationship between smooth pursuit eye-tracking and cognitive performance in schizophrenia

    Biol. Psychiat.

    (1995)
  • P.S. Goldman et al.

    Localization of function within the dorsolateral prefrontal cortex of the rhesus monkey

    Exp. Neurol.

    (1970)
  • J. Gonçalves et al.

    Driver state monitoring systems–transferable knowledge manual driving to HAD

    Procedia Manuf.

    (2015)
  • C. Grade

    Methylphenidate in early poststroke recovery: a double-blind, placebo-controlled study

    Arch. Phys. Med. Rehabil.

    (1998)
  • S.E. Hardy

    Methylphenidate for the treatment of depressive symptoms, including fatigue and apathy, in medically ill older adults and terminally ill adults

    Am. J. Geriatr. Pharmacother.

    (2009)
  • A.C. Hayley et al.

    Amphetamine-type stimulant use and the risk of injury or death as a result of a road-traffic accident: a systematic review of observational studies

    Eur. Neuropsychopharmacol.

    (2016)
  • J.F. Hejtmancik et al.

    Chapter 19 - vision

  • B.L. Henry et al.

    Effect of methamphetamine dependence on everyday functional ability

    Addict. Behav.

    (2010)
  • O. Hikosaka

    Basal ganglia–possible role in motor coordination and learning

    Curr. Opin. Neurobiol.

    (1991)
  • P.S. Holzman

    Eye movements and the search for the essence of schizophrenia

    Brain Res. Rev.

    (2000)
  • M.L. Jackson et al.

    The utility of automated measures of ocular metrics for detecting driver drowsiness during extended wakefulness

    Acc. Anal. Prev.

    (2016)
  • A.W. Jones et al.

    High prevalence of previous arrests for illicit drug use and/or impaired driving among drivers killed in motor vehicle crashes in Sweden with amphetamine in blood at autopsy

    Int. J. Drug Policy

    (2015)
  • A.-M. Kasparbauer et al.

    Neural effects of methylphenidate and nicotine during smooth pursuit eye movements

    NeuroImage

    (2016)
  • B. Adinoff

    Neurobiologic processes in drug reward and addiction

    Harv. Rev. Psychiatry

    (2004)
  • A.-A. Allman et al.

    Effect of d-amphetamine on inhibition and motor planning as a function of baseline performance

    Psychopharmacol.

    (2010)
  • A.-A. Allman et al.

    Effects of methylphenidate on basic and higher-order oculomotor functions

    J. Psychopharmacol.

    (2012)
  • A.H. Ashok et al.

    Association of stimulant use with dopaminergic alterations in users of cocaine, amphetamine, or methamphetamine: a systematic review and meta-analysis

    JAMA Psychiatry

    (2017)
  • L.A. Benevento et al.

    The ascending projections of the superior colliculus in the rhesus monkey (Macaca mulatta)

    J. Comp. Neurol.

    (1975)
  • J.H. Biel et al.

    Amphetamines: structure-activity relationships

  • J. Billino et al.

    The role of dopamine in anticipatory pursuit eye movements: insights from genetic polymorphisms in healthy adults

    eNeuro

    (2017)
  • J.W. Bisley et al.

    Attention, intention, and priority in the parietal lobe

    Annu. Rev. Neurosci.

    (2010)
  • N.I. Bohnen et al.

    Motor correlates of occipital glucose hypometabolism in Parkinson’s disease without dementia

    Neurol

    (1999)
  • I. Boileau et al.

    Rapid recovery of vesicular dopamine levels in methamphetamine users in early abstinence

    Neuropsychopharmacology

    (2016)
  • E.S. Calipari et al.

    Amphetamine mechanisms and actions at the dopamine terminal revisited

    J. Neurosci.

    (2013)
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