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. 2016 Dec 8;10:626. doi: 10.3389/fnhum.2016.00626

Table 1.

Evidence for mechanisms of PA at Level 2 of analysis.

Lead author Year Sample Mechanistic finding Type mediation
Albinet 2014 34 older adults (all female) Increases in cerebral oxygen responses in the right DLPFC partially mediate relationship between aerobic fitness and executive control performance Statistical
Chaddock 2010 49 preadolescent children Hippocampal volume mediates relationship between aerobic fitness and relational memory Statistical
Chaddock-Heyman 2013 23 preadolescent children Increases in prefrontal activation and executive functioning following a 9-month aerobic exercise intervention Experimental
Colcombe 2004 41 older adults (study 1); 29 older adults (study 2) Greater activation in prefrontal, parietal, and anterior cingulate cortex, and well as increased cognitive control performance in higher aerobically fit (Study 1) or aerobically trained (Study 2) individuals Statistical (Study 1); Experimental (Study 2)
Erickson 2009 165 older adults Hippocampal volume mediates relationship between cardiorespiratory fitness and spatial memory Statistical
Erickson 2011 120 older adults Volume of the hippocampus and memory performance increase following a 12-month aerobic exercise intervention Experimental
Hillman 2014 221 preadolescent children Frontal activation, cognitive inhibition, and flexibility increases following 9-month aerobic exercise intervention Experimental
Hyodo 2015 60 male older adults Activation of left dorsolateral prefrontal cortex mediates relationship between fitness and cognitive control Statistical
Kamijo 2011 43 preadolescent children Increases in cognitively relevant frontal ERP component (CNV) and in working memory following a 9-month aerobic exercise intervention Experimental
Kraft 2014 43 overweight children Activity increases in the anterior cingulate cortex and decreases in precentral gyrus and parietal cortex following 8-month aerobic exercise intervention; Improved cognitive control performance Experimental No group × Time interactions for any neurocognitive outcome
Krogh 2014 79 clinically depressed older adults Positive association between change in hippocampal volume and changes in memory following a 3-month aerobic exercise intervention Experimental Issues with adherence; no group × Time interactions
Maass 2015 40 older adults Hippocampal volume, perfusion, and memory increases following a 3-month aerobic exercise intervention; Changes in perfusion statistically mediate relationship between volume and memory Experimental and Statistical
Makizako 2015 310 older adults with MCI Hippocampal volume mediates the association between PA and memory in older adults with MCI Statistical
Oberlin 2016 241 older adults across two studies White matter integrity mediates relationship between fitness and spatial working memory Statistical
Pajonk 2010 24 schizophrenic patients Hippocampal volume and short-term memory improve following 3-month aerobic exercise intervention; Changes in volume correlate with changes in memory Experimental
Ruscheweyh 2012 62 older adults Positive association between changes in PA and episodic memory following a 6 months mixed-intensity intervention no longer significant after accounting for the variance associated with change in anterior cingulate gray matter volume Experimental No group × Time interactions
Ten Brinke 2015 86 female older adults Hippocampal volume increases following 6-month aerobic exercise intervention. Changes in volume negatively associated with changes in short-term memory Experimental
Verstynen 2012 179 older adults Volume of the caudate nucleus mediates relationship between fitness and cognitive flexibility Statistical
Voss 2010 62 older adults Connectivity of large-scale brain networks and executive functioning improve following 6-month aerobic exercise intervention; changes in connectivity correlate with changes in executive functioning. Experimental
Voss 2013a 70 older adults Improved fitness is associated with changes in prefrontal and temporal white matter integrity following a 12-month aerobic exercise intervention; no changes in short-term memory performance reported between groups; no mediation model could be tested Experimental No group × Time interaction for neurocognitive outcome
Weinstein 2012 142 older adults Volume of prefrontal cortex mediates the relationship between cardiorespiratory fitness and working memory, as well as that between fitness and inhibitory control Statistical
Wong 2015 128 older adults Greater anterior cingulate cortex activation mediates relationship between fitness and dual task performance Statistical