Matthew, Daniel, and all:
>I know this is going to seem very tedious to everyone, but the
> >thresholded map does not address my assertion 1, and therefore doesn't
> >address localization.  I
>

After reading everyone's comments and giving this further consideration, I've come to a dissenting(?) conclusion about localization.  While neuroimaging does allow reasonable localization inferences to be made, it really does not address functional localization at all (at least not in a strict sense).

In my collegiate days, I was taught that "sufficient and necessary" was the gold standard to demonstrate functionality.  For example, to demonstrate a role of islets of Langerhans in the pancreas in regulating glucose levels in the blood, it was necessary to show both that their secretion of insulin was sufficient to regulate glucose blood levels, and necessary.  Neuroimaging does not meet either of these criteria;  activation maps (whether thresholded or not) only indicate that the activity of an area is better related to one type of behavior than another.  Demonstration that an area is responsible for a function would require additional data from other types of studies, such as those involving lesions, TMS, cryogenic inactivation, single-cell recordings, etc.  (Correlations with behavior allow stronger inferences about functional roles since correlations indicate which areas tend to be more strongly activated with better performance, but even these do not meet the "necessary and sufficient" criteria.) 

This is not a trivial point.  The entire brain may be involved to varying degrees in most behaviors, a conclusion consistent with Karl Lashley's studies in the 1950s as he searched for the locus of the engram within the brain.  Removal of any one part of the brain did not eliminate recall in his memory tasks, but removal of larger portions of the brain generally produced larger memory deficits.  Nonetheless, not all parts of the brain are equivalent for performing a task, and neuroimaging does allow us to infer that certain parts of the brain are more actively involved in certain functions (or processes) than others. 

Thus from neuroimaging studies we may infer that motor / premotor cortices are more involved in motor planning than visual cortices, but this does not allow us to infer that visual cortices are not involved in motor planning behaviors.  Indeed, movements are often guided by our vision, and since recall of visual images have been shown to activate various parts of visual cortices, it is quite possible that visual cortices are also involved (albeit indirectly) in motor planning.  The fact that motor / premotor cortices are activated in studies involving motor planning allows us to infer that the activity of these areas is involved in computations relevant to motor planning, whereas other neuroimaging studies allow us to infer that visual cortices are normally involved in computations relevant to various aspects of visual processing.  The neuroimaging studies don't preclude other functions, as demonstrated by activation of visual cortices by somatosensory stimuli in the congenitally blind;  nor do neuroimaging studies indicate that motor / premotor cortices are the only (or even primary) source of motor function, as evident from clinical cases with stroke damage restricted to the pyramidal system.

So neuroimaging does not localize function.  What it does do is indicate that the activity of some areas are more involved in some types of activities or functions than others, which allows inferences to be made.  As such, unthresholded maps represent a sort of probability map of preferential activity, whereas a thresholded map specifies the region where we can reliably expect such preferential activity.  The "better" map depends on what point you want to make, as addressed better (and more succinctly!) by others in this thread.

Doug Burman

Dept. of Communication Sciences & Disorders
Northwestern University
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