Gray matter in brain's control center linked to ability to process reward

Brain diagram. Credit: dwp.gov.uk

The more gray matter you have in the decision-making, thought-processing part of your brain, the better your ability to evaluate rewards and consequences. That may seem like an obvious conclusion, but a new study conducted at the U.S. Department of Energy's Brookhaven National Laboratory is the first to show this link between structure and function in healthy people — and the impairment of both structure and function in people addicted to cocaine. The study appears in the Journal of Cognitive Neuroscience.

"This study documents for the first time the importance to reward processing of gray matter structural integrity in the parts of the brain's prefrontal cortex that are involved in higher-order executive function, including self-control and decision-making," said Muhammad Parvaz, a post-doctoral fellow at Brookhaven Lab and a co-lead author on the paper.

"Previous studies conducted at Brookhaven and elsewhere have explored the structural integrity of the prefrontal cortex in drug addiction and the functional components of reward processing, but these studies were conducted separately," Parvaz said. "We wanted to know whether the specific function of reward processing could be 'mapped' onto the underlying brain structure — whether and how these two are related," he added.

Differences in gray matter volume — the amount of brain matter made up of nerve cell bodies, as opposed to the "white matter" axons that form the connections between cells — have been observed in a range of neuropsychiatric diseases when compared with healthy states, explained Anna Konova, the other co-lead author on the paper. "We wanted to know more about what these differences mean functionally in healthy individuals and in drug-addicted individuals," she said.

To explore this structure-function relationship, the scientists performed magnetic resonance imaging (MRI) brain scans to measure brain volume in 17 healthy people and 22 cocaine users. The scans collect structural measurements for the entire brain, and can be analyzed voxel-by-voxel — the equivalent of three-dimensional pixels — to get detailed measurements for individual brain regions.

Within a short period of the MRI scans, the scientists also used electrodes placed on the research subjects' scalps to measure a particular electrical signal known as the P300 (an event-related potential derived from an ongoing electroencephalogram, or EEG, that is time-locked to a particular event). This specific measure can index related to reward processing. During these electrical recordings, the subjects performed a timed psychological task (pressing buttons according to a specific set of rules) with the prospect of earning varying levels of monetary reward, from no money up to 45 cents for each correct response with a total potential reward of $50.

Previous studies by the research team have shown that, in healthy subjects, the P300 signal increases in magnitude with the amount of monetary reward offered. Cocaine-addicted individuals, however, do not exhibit this differential response in the P300 measure of brain activity, even though they, like the healthy subjects, rate the task as more interesting and exciting when the potential reward is greater.

The current study extended these results by linking them for the first time with the structural measurements.

The scientists used statistical methods to look for correlations between the difference in brain activity observed in the high-reward and no-reward conditions — how much the brain's P300 response changed with increasing reward — and the gray matter volume in various parts of the brain as measured voxel-by-voxel in the MRI scans.

In the healthy subjects, the magnitude of change in the P300 signal with increasing reward was most strongly correlated with the volume of gray matter in three regions of the prefrontal cortex.

"The higher the gray matter volume in those particular regions, the more brain activity increased for the highest monetary reward as compared to the non-reward condition," Konova said.

The cocaine-addicted individuals had reduced gray matter volume in these regions compared with the healthy subjects, and no detectable differences between the reward conditions in the P300 measure of brain activity. There were also no significant correlations between the former and latter — structure and function measures — in the cocaine-addicted subjects.

"These findings suggest that impaired reward processing may be attributed to deficits in the structural integrity of the brain, particularly in prefrontal cortical regions implicated in higher order cognitive and emotional function," Parvaz said. "This study therefore validates the use of the structural measures obtained by MRI as indicative of functional deficits."

The implications are important for understanding the potential loss of control and disadvantageous decision-making that can occur in people suffering from drug addiction, Konova explained: "These structure-function deficits may translate into dysfunctional behaviors in the real world. Specifically, impaired ability to compare rewards, and reduced in the prefrontal cortex, may culminate in the compromised ability to experience pleasure and to control behavior, especially in high-risk situations — for example, when craving or under stress — leading individuals to use drugs despite catastrophic consequences."

The authors acknowledge that there are still questions about whether these changes in structure and function are a cause or a consequence of addiction. But the use of multimodal imaging techniques, as illustrated by this study, may open new ways to address these and other questions relevant to understanding human motivation in both health and disease states, with particular relevance to treating drug addiction.

More information: Structural Integrity of the Prefrontal Cortex Modulates Electrocortical Sensitivity to Reward: www.mitpressjournals.org/doi/abs/10.1162/jocn_a_00166

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Squirrel
not rated yet Nov 29, 2011
There is not a one to one link between the competence of an area and its volume. Gray matter during adolescence reduces in volume as it gets pruned with better refined circuits. Experts activate neural areas less than other folk (they can process the same things with less but better "tuned" neurons). Less can mean more. People with drug addictions are at risk of having less gray matter through the toxic effects of their addiction (either the drug/drug associated impurities) raising the possibility volume differences between them and nonaddicts might link to factors other than failure to regulate reward.
A_Paradox
not rated yet Nov 30, 2011
Squirrel, one very reasonable _inference_ we can make from the information supplied here is that cocaine, and by implication many other drugs of addiction, distorts the operation of the brain's reward system. This may or may not be a direct result of its initial ability to increase the concentration of the user and or make the doing of certain types of things more rewarding. Some of this enhanced concentration and enjoyment seems to come about by short-cutting some of the mental work involved. For example just _doing_ what seems right at the time but with the influence of normal reservations and second thoughts suppressed.

If this is repeated enough times the brain areas which normally embody re-considerations and reality checks will atrophy.

If this surmising is true, then what these guys are doing is incredibly important: they may be showing definitively that putting the wrong shit in your brain makes irreversible shit happen to it. Real food for thought, I reckon.