Anhedonia and abnormalities in reward behavior are core features of overweight/obesity (OW), a highly prevalent condition within MDD populations, and is independently associated with reward disturbances. The investigators therefore aim to investigate the brain substrates subserving reward and motivation in adults with overweight/obesity. The primary aim of this pilot study is to determine whether associations exist between obesity and decreased performance on the respective motivation/reward paradigms.
Herein, the investigators are primarily interested in three overlapping, yet distinct aspects, of anhedonia. The investigators are primarily interested in motivation, reward valuation, and reward learning towards addressing the measurement of each of these respective subdomains, eligible participants will complete validated gold standard measures (i.e. the Effort Expenditure for Rewards Task (EEfRT) (reward valuation), Probabilistic Reward Task (PRT) (reward learning), and the Monetary Incentive Delay (MID) task (reward anticipation)). Twenty adults with overweight/obesity will complete all tasks at a single visit with two of the tasks being completed prior to MRI and one of the tasks (i.e. EEfRT) will be completed during MRI acquisition. The primary aim of this pilot study is to determine whether associations exist between obesity and decreased performance on the respective motivation/reward paradigms. In addition, associations between performance on reward tasks and functional connectivity, as measured by MRI and DTI, a secondary objective is to ascertain whether associations exist between performance on the motivation reward tasks and gold standard measures of food intake (i.e. food diary) and energy expenditure (i.e. calorimetry).
Study Type
OBSERVATIONAL
Enrollment
12
Canadian Rapid Treatment Centre of Excellence
Mississauga, Ontario, Canada
Effort Expenditure for Rewards Task (EEfRT)
The EEfRT task is a behavioural paradigm that is used to investigate the subject's effort-based decision-making. Subjects are presented with a series of repeated trials wherein they must choose between performing a hard task or an easy task in order to receive monetary compensation (subject's will receive greater compensation for completing the hard task and less compensation for completing the easy task). By presenting the subject with different probability levels for reward receipt, the objective is to examine the extent to which the relationship between motivation (i.e., anhedonia) and effort-based decision-making is modulated by perceived reward magnitude.
Time frame: 1 day
Monetary Incentive Delay (MID) Task
The MID is a behavioural paradigm that assesses the basis of anticipation and consumption of reward and punishment. Each run of the MID task consists of approximately 72 trials. The types of cues presented include: circles (indicating the potential to win money i.e., gain cue), squares (indicating the potential to lose money i.e., loss cue), and a triangle (indicating no money will be won or lost i.e., neutral cue). A cue is presented for 500 ms, followed by a fixation cross (2,000 to 2,500 ms) and then the target square (160 to 260 ms), during which the participant is instructed to press a button as quickly as possible to win or avoid losing money. A feedback screen (1,650 ms), in which the top number indicates the amount of money won or lost during that trial, and the bottom number indicates the participant's total amount, is presented at the end of each trial.
Time frame: 1 day
Probablistic Reward Task (PRT)
The PRT is a behavioural paradigm that measures response bias and sensitivity to reward under variable conditions. In this task, a signal detection approach is used, whereby subjects must discriminate between two non-ambiguous stimuli displayed rapidly on a computer screen in order to receive a monetary reward. Unbeknownst to the subjects, correct identification of one stimulus is reinforced three times more frequently than the other stimulus. Under these experimental circumstances, healthy subjects reliably develop a response bias for the stimulus that is reinforced more frequently, regardless of which stimulus was actually presented. Thus, reward responsiveness assessed in this task reflects the rapid shaping of future behavioral choices based on prior reinforcement experiences.
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Time frame: 1 day
MRI/DTI
The secondary outcome will be the association between the EEfRT and function reciprocity of the reward circuit/cognitive control network as measured by MRI/DTI. Subjects will be scanned using a 3.0-Tesla Signa HDx scanner with an 8-channel phased-array receiver coil consisting of a structural and functional neuroimaging, comprising: 1. Whole-brain 3-D T1-weighted Inversion-Recovery prepared Fast Spoiled Gradient-Echo anatomical scan 2. Whole-brain, T2\*-weighted BOLD echo planar imaging during awake resting state 3. Three runs of whole-brain, T2\*-weighted BOLD EPI series during task-based reward paradigm. Graph theoretical analysis will be used to assess functional connectivity of the default mode network, cognitive control network, affect network and reward network. Associations between obesity and alterations in functional connectivity will be the outcome of interest.
Time frame: 1 day