Cerebral White Matter Integrity Mediates Adult Age Differences in Cognitive Performance
Open accessAbstract
Previous research has established that age-related decline occurs in measures of cerebral white matter integrity, but the role of this decline in age-related cognitive changes is not clear. To conclude that white matter integrity has a mediating (causal) contribution, it is necessary to demonstrate that statistical control of the white matter–cognition relation reduces the magnitude of age–cognition relation. In this research, we tested the mediating role of white matter integrity, in the context of a task-switching paradigm involving word categorization. Participants were 20 healthy, community-dwelling older adults (60–85 years), and 20 younger adults (18–27 years). From diffusion tensor imaging tractography, we obtained fractional anisotropy (FA) as an index of white matter integrity in the genu and splenium of the corpus callosum and the superior longitudinal fasciculus (SLF). Mean FA values exhibited age-related decline consistent with a decrease in white matter integrity. From a model of reaction time distributions, we obtained independent estimates of the decisional and nondecisional (perceptual–motor) components of task performance. Age-related decline was evident in both components. Critically, age differences in task performance were mediated by FA in two regions: the central portion of the genu, and splenium–parietal fibers in the right hemisphere. This relation held only for the decisional component and was not evident in the nondecisional component. This result is the first demonstration that the integrity of specific white matter tracts is a mediator of age-related changes in cognitive performance.
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- Findingown data
Mean FA values showed age-related decline consistent with reduced white matter integrity.
“Mean FA values exhibited age-related decline consistent with a decrease in white matter integrity.”
Quote in the paperSubstantial claim - Findingown data
Age differences in task performance were mediated by FA in splenium-parietal fibers in the right hemisphere.
“age differences in task performance were mediated by FA in two regions: the central portion of the genu, and splenium-parietal fibers in the right hemisphere.”
Quote in the paperSubstantial claim - Findingown data
For the SLF, age-related decline in FA was greater anterior to the central sulcus than in the more posterior segment.
“The second Age Group × Segment effect, for the SLF, occurred as the result of greater age-related decline in FA anterior to the central sulcus than in the more posterior segment of this tract.”
Quote in the paperNot a substantial claim - Findingown data
Older adults had a higher a parameter than younger adults.
“The value of the a parameter was higher for older adults (M = 0.14; SD = 0.02) than for younger adults (M = 0.13; SD = 0.02), t(38) = 2.65, SE = 0.005, p < .01, indicating an age-related increase in cautiousness.”
Quote in the paperNot a substantial claim - Findingown data
There was a marginal age-related increase in radial diffusivity for the splenium-occipital region.
“Significant age-related increases in radial diffusivity occurred for the genu, F(1, 38) = 19.15, p < .0001, and the SLF, F(1, 38) = 8.62, p < .01,with a similar though marginal effect in the splenium-occipital region F(1, 38) = 3.76, p < .06.”
Quote in the paperNot a substantial claim
- Findingown data
For drift rate, age-covaried FA values from the genu center and splenium-parietal right were significant predictors.
“For drift rate, age-covaried FA values from two regions were significant as predictors: genu center, β = 0.249, SE = 0.124, p = .05, and splenium-parietal right, β = 0.348, SE = 0.151, p < .05.”
Quote in the paperSubstantial claim - Findingown data
Splenium-parietal data showed a marginally significant trend toward a similar pattern of more pronounced age-related decline in peripheral than central segments.
“(The splenium-parietal data exhibited a marginally significant trend towards a similar pattern.)”
Quote in the paperNot a substantial claim - Findingown data
In the genu and both splenium regions, FA declined for peripheral segments relative to the central segment.
“In the case of the genu and both splenium regions, this effect represented a decline in FA for the peripheral segments relative to the central segment.”
Quote in the paperNot a substantial claim - Findingown data
Switch trials had a higher nondecision time than repeat trials.
“Switch trials were associated with a lower drift rate, F(1, 38) = 36.52, p < .0001, and higher nondecision time, F(1, 38) = 5.80, p < .05, than repeat trials.”
Quote in the paperNot a substantial claim - Findingown data
Switch trials had a lower drift rate than repeat trials.
“Switch trials were associated with a lower drift rate, F(1, 38) = 36.52, p < .0001, and higher nondecision time, F(1, 38) = 5.80, p < .05, than repeat trials.”
Quote in the paperNot a substantial claim - Findingown data
Age group and task condition did not interact significantly for drift rate.
“The Age Group × Task Condition interaction was not significant for either drift rate or nondecision time.”
Quote in the paperNot a substantial claim - Findingown data
Age-related decline in FA was distributed throughout nearly all of the selected pathways.
“Age-related decline in FA was distributed throughout nearly all of the selected pathways.”
Quote in the paperSubstantial claim - Findingown data
No region exhibited a significant age difference in axial diffusivity.
“The most important aspect of these results, illustrated in Figure 5, is that no region exhibited a significant age difference in axial diffusivity.”
Quote in the paperSubstantial claim - Findingown data
Two Age Group × Segment interactions were significant, indicating variation in the age difference as a function of segment.
“In the FA analyses of the regions, two Age Group × Segment interactions were significant, indicating variation in the age difference as a function of the segment within the region.”
Quote in the paperNot a substantial claim - Findingown data
There was a significant age-related increase in radial diffusivity for the genu.
“Significant age-related increases in radial diffusivity occurred for the genu, F(1, 38) = 19.15, p < .0001, and the SLF, F(1, 38) = 8.62, p < .01,with a similar though marginal effect in the splenium-occipital region F(1, 38) = 3.76, p < .06.”
Quote in the paperSubstantial claim - Findingown data
When entered before age group, genu center FA led to pronounced attenuation in age-related variance in drift rate, though age group remained significant.
“The genu center FA variable, when entered before age group, also led to a pronounced attenuation in the age-related variance in drift rate, though age group remained significant as a predictor, β = −0.123, SE = 0.006, p < .05.”
Quote in the paperSubstantial claim - Findingown data
Higher FA values were associated with higher drift rates.
“Parameter estimates for both regions were positive, indicating that individuals with higher FA values also had higher drift rates (i.e, increased white matter integrity was associated with more efficient accumulation of evidence).”
Quote in the paperSubstantial claim - Findingown data
For each of four regions, there was a significant main effect of age group, reflecting an age-related decline in FA.
“For each of the four regions, there was a significant main effect of age group, reflecting an age-related decline in FA.”
Quote in the paperSubstantial claim - Findingown data
For nondecision time, none of the 10 candidate FA values was a significant predictor when covaried for age group.
“For nondecision time, none of the 10 candidate FA values was significant as a predictor when covaried for age group.”
Quote in the paperNot a substantial claim - Findingown data
The decline in FA was numerically greatest in the peripheral segments of the genu.
“The decline was numerically greatest the peripheral segments of the genu (Figure 4), consistent with previous observations of greater age-related decline in FA in anterior brain regions (Head et al., 2004; Sullivan et al., 2001, 2006; Sullivan & Pfefferbaum, 2006).”
Quote in the paperNot a substantial claim - Findingown data
In the SLF, FA values were lower anterior to the central sulcus than posterior to it.
“For the SLF, the segment effect represented lower FA values anterior to the central sulcus than posterior to it.”
Quote in the paperNot a substantial claim - Findingown data
There was a significant age-related increase in radial diffusivity for the SLF.
“Significant age-related increases in radial diffusivity occurred for the genu, F(1, 38) = 19.15, p < .0001, and the SLF, F(1, 38) = 8.62, p < .01,with a similar though marginal effect in the splenium-occipital region F(1, 38) = 3.76, p < .06.”
Quote in the paperSubstantial claim - Findingown data
Age group and task condition did not interact significantly for nondecision time.
“The Age Group × Task Condition interaction was not significant for either drift rate or nondecision time.”
Quote in the paperNot a substantial claim - Findingown data
For the genu, age-related decline in FA was more pronounced for peripheral segments than for the central segment.
“The first Age Group × Segment interaction, for the genu, resulted from a more pronounced age-related decline in FA for the peripheral segments than for the central segment.”
Quote in the paperNot a substantial claim - Findingown data
Older adults had a higher nondecision time than younger adults.
“Significant main effects of age group indicated that older adults exhibited a lower drift rate, F(1, 38) = 10.74, p < .01, and higher nondecision time, F(1, 38) = 6.84, p < .05, than younger adults.”
Quote in the paperNot a substantial claim - Findingown data
Older adults had a lower drift rate than younger adults.
“Significant main effects of age group indicated that older adults exhibited a lower drift rate, F(1, 38) = 10.74, p < .01, and higher nondecision time, F(1, 38) = 6.84, p < .05, than younger adults.”
Quote in the paperSubstantial claim - Premisecitation
Brickman et al. (2006) demonstrated that white matter volume in frontal lobe regions mediated adult age differences in executive functioning and memory.
“Brickman et al. (2006) demonstrated that white matter volume in regions of the frontal lobe mediated adult age differences in neuropsychological tests of executive functioning and memory.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Brickman et al. (2006) source
Not checked in the free run.
- Premisecitation
Bucur et al. (in press) found that average FA within the genu and a pericallosal frontal region mediated the relation between elementary perceptual speed and memory retrieval for younger and older adults combined.
“Bucur et al. (in press), who found that the average FA within two regions of interest, the genu of the corpus callosum and a pericallosal frontal region, mediated the relation between elementary perceptual speed and memory retrieval, for younger and older adults combined.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bucur et al. (in press)
Not checked in the free run.
- Premisecitation
O'Sullivan et al. (2001) and Sullivan et al. (2001) reported significant correlations between DTI measures of white matter integrity and cognitive performance.
“O’Sullivan et al. (2001) and Sullivan et al. (2001) reported significant correlations between DTI measures of white matter integrity and cognitive performance.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites O’Sullivan et al. (2001)
Not checked in the free run.
- cites Sullivan et al. (2001)
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- Premisecitation
To establish mediation, it is not sufficient to demonstrate a correlation between white matter integrity and a cognitive measure, or that the correlation differs by age group.
“To conclude that white matter integrity is a mediator of the relation between age and cognitive performance, it is not sufficient to merely demonstrate that a correlation between white matter integrity and a cognitive measure exists, or even that the correlation differs as a function of age group.”
Quote in the paperSubstantial claim - Premisecitation
DTI can identify age-related changes in white matter microstructure that may not be detectable as volumetric decline.
“Diffusion tensor imaging (DTI) can identify age-related changes in the microstructure of white matter that may not be detectable as a volumetric decline.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisenone given
The Bucur et al. study did not assess mediation of age-related variance in behavioral measures.
“The Bucur et al. study, however, did not assess the mediation of age-related variance in the behavioral measures.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bucur et al. (in press)
Not checked in the free run.
- Premisecitation
Age-related decline in FA is relatively more pronounced in prefrontal regions.
“Sullivan et al. (2001) first reported that age-related decline in FA is relatively more pronounced in prefrontal regions, and this pattern has been confirmed in later studies”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationown data
The result is the first demonstration that integrity of specific white matter tracts mediates age-related changes in cognitive performance.
“This result is the first demonstration that the integrity of specific white matter tracts is a mediator of age-related changes in cognitive performance.”
Quote in the paperSubstantial claim - Premisecitation
Age-related decline in white matter integrity may contribute to older adults' cognitive performance by disrupting white matter pathways connecting distributed cortical networks.
“Age-related decline in white matter integrity may contribute to older adults’ cognitive performance by disrupting the white matter pathways connecting widely distributed cortical networks”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
Subsequent studies confirmed a positive relation between cognitive performance and FA, such that individuals with higher white matter integrity exhibit higher task performance.
“Subsequent studies (Bucur et al., in press; Grieve, Williams, Paul, Clark, & Gordon, 2007; Madden et al., 2004; Schulte, Sullivan, Muller-Oehring, Adalsteinsson, & Pfefferbaum, 2005) have confirmed this pattern, which is most often expressed as a positive relation between performance and FA; that is, individuals with higher levels of white matter integrity exhibit higher levels of task performance”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Bucur et al., in press
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- cites Grieve, Williams, Paul, Clark, & Gordon, 2007
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- cites Madden et al., 2004 source
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- Interpretationcitation
Age-related decline in white matter integrity would lead to graded functional disconnection among task-relevant cortical regions in the frontoparietal network.
“Age-related decline in white matter integrity would lead to some degree of graded, functional disconnection among task-relevant cortical regions in the frontoparietal network (Bartzokis et al., 2004; Makris et al., 2007; O’Sullivan et al., 2001; Pfefferbaum et al., 2005; Sullivan & Pfefferbaum, 2006).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data
The higher a parameter in older adults indicates an age-related increase in cautiousness.
“The value of the a parameter was higher for older adults (M = 0.14; SD = 0.02) than for younger adults (M = 0.13; SD = 0.02), t(38) = 2.65, SE = 0.005, p < .01, indicating an age-related increase in cautiousness.”
Quote in the paperNot a substantial claim - Interpretationown data
The primary neurobiological mechanism of age-related change in white matter integrity is decreased integrity of myelin rather than axonal damage or loss.
“This age-related increase in diffusivity perpendicular to the primary eigenvalue confirms previous findings (Bhagat & Beaulieu, 2004; Sullivan et al., 2006) and suggests that the primary neurobiological mechanism of age-related change in white matter integrity is decreased integrity of myelin rather than axonal damage or loss (S. K. Song, Sun, Ju, et al., 2003; S. K. Song, Sun, Ramsbottom, et al.,”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Bhagat & Beaulieu, 2004
Not checked in the free run.
- cites Sullivan et al., 2006
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- cites S. K. Song, Sun, Ju, et al., 2003
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- Interpretationown data
FA in the central genu and right splenium-parietal fibers mediated age differences in cognitive performance.
“The main finding was that, as hypothesized, mean FA in two regions, the central portion of the genu, and the splenium-parietal fibers in the right hemisphere, was related to performance independently of age and provided substantial attenuation of the age-related variance in performance (Figure 6).”
Quote in the paperSubstantial claim- Rests on an assumption: Drift rate and nondecision time reflect the quality of information processing for individual decisions and rely on the integrity of task-relevant neural networks.
- Interpretationown data
Splenium fibers leading to the parietal lobe, especially in the right hemisphere, are related more closely to age differences in cognitive performance than splenium-occipital fibers.
“The present data suggest that splenium fibers leading to the parietal lobe, especially in the right hemisphere, are related more closely to age differences in cognitive performance than are splenium-occipital fibers.”
Quote in the paperSubstantial claim - Premisecitation
To the authors' knowledge, the only DTI study demonstrating a mediational effect of white matter integrity is Bucur et al. (in press).
“To our knowledge, the only DTI study demonstrating a mediational effect of white matter integrity is that of Bucur et al. (in press)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bucur et al. (in press)
Not checked in the free run.
- Interpretationown data
Increased white matter integrity is associated with more efficient accumulation of evidence.
“Parameter estimates for both regions were positive, indicating that individuals with higher FA values also had higher drift rates (i.e, increased white matter integrity was associated with more efficient accumulation of evidence).”
Quote in the paperSubstantial claim - Interpretationreasoning
White matter integrity of posterior brain regions is also relevant to age-related cognitive change.
“In view of the mediational effects associated with the splenium as well as the genu, however, we emphasize that white matter integrity of posterior brain regions is also relevant.”
Quote in the paperSubstantial claim - Interpretationreasoning
The mediational effect of white matter integrity refers to performance of the manmade/natural and large/small categorization decisions, independently of effects of switching between these tasks.
“The mediational effect of white matter integrity that we observed (Figure 6) consequently refers to performance of the manmade/natural and large/small categorization decisions, independently of the effects of switching between these tasks.”
Quote in the paperSubstantial claim - Interpretationown data
Some decision-related processes operate less efficiently for older adults than for younger adults.
“From the present results, we conclude that some decision-related processes operate less efficiently for older adults than for younger adults, and that age-related decline in the white matter integrity within specific regions of the frontoparietal network (central genu and splenium-parietal fibers in the right hemisphere) has a causal role in this form of age-related cognitive change.”
Quote in the paperSubstantial claim - Interpretationcitation
Whether a particular white matter region serves as a behavioral mediator is not dependent on the magnitude of age-related decline in FA for that region.
“Thus, although age-related decline may be detected more frequently within anterior brain regions, whether a particular white matter region serves as a behavioral mediator is not dependent on the magnitude of age-related decline in FA for that region (Madden et al., 2004).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Madden et al., 2004 source
Not checked in the free run.
- Interpretationown data
Age-related decline in white matter integrity within specific regions of the frontoparietal network (central genu and splenium-parietal fibers in the right hemisphere) has a causal role in age-related cognitive change.
“From the present results, we conclude that some decision-related processes operate less efficiently for older adults than for younger adults, and that age-related decline in the white matter integrity within specific regions of the frontoparietal network (central genu and splenium-parietal fibers in the right hemisphere) has a causal role in this form of age-related cognitive change.”
Quote in the paperSubstantial claim- Rests on an assumption: Drift rate and nondecision time reflect the quality of information processing for individual decisions and rely on the integrity of task-relevant neural networks.
- Rests on an assumption: Mediation analysis of cross-sectional age differences can establish a causal role for white matter integrity in age-related cognitive change.
- Interpretationown data
The switch trial effects reflect increased attentional demands of task switching as expressed in these model parameters.
“New findings were the decreased drift rate and increased nondecision time for switch trials, relative to repeat trials, reflecting the increased attentional demands of task switching as expressed in these model parameters.”
Quote in the paperNot a substantial claim
- May combine two claims. 23
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 32
May combine two claims.
Findingown dataAge-related decline was present in both the decisional and nondecisional components of task performance.
“Age-related decline was evident in both components.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe mediation relation held only for the decisional component and was not evident in the nondecisional component.
“This relation held only for the decisional component and was not evident in the nondecisional component.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataAge differences in task performance were mediated by FA in the central portion of the genu.
“age differences in task performance were mediated by FA in two regions: the central portion of the genu, and splenium-parietal fibers in the right hemisphere.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataANOVA of mean RT yielded only a main effect of age group, F(1, 38) = 15.56, p < .001, reflecting an age-related increase in RT.
“Analysis of variance (ANOVA) of the mean RT data, using age group as a between-subjects variable and task condition (switch, repeat) as a within-subjects variable, yielded only a main effect of age group, F(1, 38) = 15.56, p < .001, reflecting the age-related increase in RT.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFA was related to a measure of the quality of decisional information and not to the perceptual-motor (nondecisional) component.
“In addition, as discussed below, FA was related to a measure of the quality of decisional information and not to the perceptual-motor (nondecisional) component.”
Quote in the paperSubstantial claim- Rests on an assumption: Drift rate and nondecision time reflect the quality of information processing for individual decisions and rely on the integrity of task-relevant neural networks.
May combine two claims.
Findingown dataWhen used as sole predictors, there were significant components of variance in drift rate for age group, genu center, and splenium-parietal right.
“The results, illustrated in Figure 6, indicate that when used as sole predictors, there were significant components of variance in drift rate for age group, β = −0.174, SE = 0.005, p < .01, genu center, β = 0.367, SE = 0.116, p < .01, and splenium-parietal right, β = 0.482, SE = 0.130, p < .001.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataWhen entered before age group, splenium-parietal right FA led to substantial attenuation in age-related variance, and age group did not remain significant as a predictor of drift rate.
“When entered before age group, the splenium-parietal right FA variable led to a substantial attenuation in age-related variance, and age group did not remain significant as a predictor of drift rate.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataEach region exhibited a significant effect of segment.
“Each region also exhibited a significant effect of segment.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataFor accuracy, only the main effect of condition was significant, F(1, 38) = 44.90, p < .0001, reflecting higher accuracy for repeat than switch trials.
“For accuracy, only the main effect of condition was significant, F(1, 38) = 44.90, p < .0001, reflecting the higher accuracy for repeat trials than for switch trials.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe SLF had a Hemisphere × Segment interaction: lower mean FA for the anterior versus posterior segment was present in both hemispheres but greater for the left than the right hemisphere.
“The SLF also exhibited a Hemisphere × Segment interaction, because the lower mean FA for the anterior segment, relative to the posterior segment, was present for both hemispheres but was greater for the left hemisphere (M difference in FA of 0.0179) than for the right hemisphere (M difference in FA of 0.0026).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe age-related changes in FA were limited entirely to radial diffusivity and were not equally apparent in all three eigenvalues.
“The analysis of axial and radial diffusivity suggested that the age-related changes in FA were not equally apparent in all three eigenvalues but were instead limited entirely to radial diffusivity (Figure 5).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough age-related decline in FA for the SLF was greater anterior than posterior, the anterior SLF was not a significant mediator of age differences in performance.
“In addition, although age-related decline in FA for the SLF was greater in the portion of this pathway anterior to the central sulcus than posterior to it, the anterior SLF was not a significant mediator of age differences in performance.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe role of white matter integrity was specific to the decisional component of categorization; mediation was not associated with time required for nondecisional processes.
“The role of white matter integrity, however, was specific to the decisional component of this categorization (e.g., retrieval of the requisite semantic information); mediation was not associated with time required for nondecisional processes.”
Quote in the paperSubstantial claim- Rests on an assumption: Drift rate and nondecision time reflect the quality of information processing for individual decisions and rely on the integrity of task-relevant neural networks.
Classified as probably not a substantial claim.
PremisecitationEstablishing mediation requires white matter integrity to account for significant variance in cognitive performance when age is included in the regression model.
“and third, white matter integrity should account for significant variance in cognitive performance, when age is also included in the regression model.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baron & Kenny, 1986 source
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PremisecitationWhen age-related variance in a dependent variable is substantially attenuated by an additional independent variable relative to age alone, the additional variable can be interpreted as a mediator.
“When the amount of age-related variance in a dependent variable (e.g., cognition) is substantially attenuated by the presence of an additional independent variable (e.g., white matter integrity), relative to when age is the sole independent variable, then the additional variable can be interpreted as a mediator of the relation between age and the dependent variable”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Salthouse, 1992a
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- cites Salthouse, Atkinson, & Berish, 2003 source
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PremisecitationThe Ratcliff model uses RT distributions of correct and incorrect responses to separate decisional and nondecisional components of performance.
“This model uses the RT distributions of both correct and incorrect responses to separate the decisional and nondecisional components of performance.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Ratcliff, 1978 source
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- cites Ratcliff, Spieler, & McKoon, 2000
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- cites Wagenmakers, van der Maas, & Grasman, 2007
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Premisenone givenAnalyses of age differences in behavioral measures can be complicated by the overall increase in older adults' reaction time and by individual differences in speed versus accuracy emphasis.
“Analyses of age differences in behavioral measures can be complicated by the overall increase in older adults’ reaction time (RT), as well as by individual differences in the relative emphasis on speed versus accuracy.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTask-switching effects are more pronounced for older adults than younger adults, although age effects are greater at the global than local level.
“The effects of task switching are more pronounced for older adults than for younger adults (Meiran, Gotler, & Perlman, 2001; Verhaeghen & Cerella, 2002), although the age effects are greater at the global level (i.e., a mixed-task trial block relative to a single-task trial block) than at the local level (i.e., switch trials versus repeat trials).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Meiran, Gotler, & Perlman, 2001 source
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- cites Verhaeghen & Cerella, 2002
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PremisecitationNeuroimaging studies of younger adults suggest task switching relies on a frontoparietal network activated during attention-demanding visual tasks.
“Neuroimaging studies of younger adults suggest that task switching relies on a frontoparietal network that is activated during attention-demanding visual tasks”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationTask-switching performance is typically slower and less accurate on switch trials than repeat trials, reflecting reconfiguration factors.
“Performance in this type of task is typically slower and less accurate when the categorization on the current trial switches from the previous trial, relative to when it repeats, reflecting many factors involved in reconfiguring the task set”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Meiran, Chorev, & Sapir, 2000
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- cites Monsell, 2003 source
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PremisecitationEstablishing mediation requires age differences in the measure of white matter integrity.
“second, age differences should exist in the measure of white matter integrity”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baron & Kenny, 1986 source
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PremisecitationA mediating relation exists when variance in cognitive performance attributable specifically to age is less in the third condition than in the first.
“A mediating relation exists when the variance in cognitive performance attributable specifically to age is less in the third condition than in the first.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationEstablishing mediation requires age differences in the measure of cognitive performance.
“First, age differences should exist in the measure of cognitive performance”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baron & Kenny, 1986 source
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May combine two claims.
PremisecitationDTI studies consistently show an age-related decline in fractional anisotropy during adulthood, indicating reduced white matter integrity.
“Previous research has established that age-related decline occurs in measures of cerebral white matter integrity, but the role of this decline in age-related cognitive changes is not clear.”
- Also stated in: § Abstract · hedged
“The DTI results complement those of the volumetric studies and consistently indicate an age-related decline in FA during adulthood, suggesting a decline in white matter integrity.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Moseley, 2002 source
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- cites Salat, Tuch, Greve et al., 2005
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- cites Sullivan & Pfefferbaum, 2006
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- Also stated in: § Abstract · hedged
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PremisecitationTo conclude that white matter integrity has a mediating causal contribution, statistical control of the white matter-cognition relation must reduce the magnitude of the age-cognition relation.
“To conclude that white matter integrity has a mediating (causal) contribution, it is necessary to demonstrate that statistical control of the white matter-cognition relation reduces the magnitude of age-cognition relation.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Baron & Kenny, 1986 source
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May combine two claims.
PremisecitationAge-related decline in cerebral white matter volume is evident, with a different trajectory than gray matter.
“Age-related decline is also evident in cerebral white matter volume, although with a different trajectory.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Guttmann et al., 1998 source
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- cites Salat, Kaye, & Janowsky, 1999
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PremisecitationAge-related decline in prefrontal FA is due almost entirely to increased radial diffusivity, implicating myelin-related changes rather than axon loss.
“Analyses of the individual eigenvalues of the diffusion tensor suggest that the age-related decline in prefrontal FA is due almost entirely to increased radial diffusivity, that is, in λ2 and λ3”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Bhagat & Beaulieu, 2004
Not checked in the free run.
- cites Sullivan et al., 2006
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataTrials with no response or with RT less than 300 ms or greater than 2500 ms were eliminated, comprising less than 2% of trials within each age group.
“We eliminated those cue-plus-target trials on which the participant either did not respond or responded with a RT < 300 ms or > 2500 ms (< 2% of trials within each age group).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationNondecision time was analyzed separately for switch and repeat trials because evidence indicates that task difficulty can influence the nondecision time parameter.
“Although nondecision time should not, in theory, vary across different types of trials intermixed within a block, we analyzed nondecision time for switch and repeat trials separately because there is evidence that task difficulty can influence the nondecision time parameter (Spaniol, Madden, & Voss, 2006).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Spaniol, Madden, & Voss, 2006
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationPrevious DTI studies reported correlations between FA in these pathways and performance speed, but the role of FA as a mediator of age-related variance in performance had not been examined.
“Previous DTI studies have reported correlations between FA in these pathways and performance speed (Bucur et al., in press; Madden et al., 2004; Schulte et al., 2005; Sullivan et al., 2001), but the role of FA as a mediator of age-related variance in performance not been examined.”
Quote in the paperSubstantial claim0 of 3 sources checkedMay combine two claims.
PremisecitationThe genu and splenium serve as interhemispheric connection pathways for prefrontal cortex and occipitoparietal association cortex, respectively, whereas the SLF connects frontal and parietal lobes within each hemisphere.
“The genu and splenium serve as interhemispheric connection pathways for prefrontal cortex and occipitoparietal association cortex, respectively, whereas the SLF is a set of pathways connecting the frontal and parietal lobes within each hemisphere”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Makris et al., 2005 source
Not checked in the free run.
- cites Schmahmann & Pandya, 2006
Not checked in the free run.
Classified as probably not a substantial claim.
InterpretationreasoningIn the word categorization task, drift rate would reflect retrieval of semantic information associated with the categorization response, independent of perceptual-motor speed.
“In our word categorization task, for example, drift rate would reflect the retrieval of semantic information associated with the categorization response, independent of perceptual-motor speed.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Study design and conductown dataReview of T2-weighted structural images by a neuroradiologist indicated that all participants were within normal limits for abnormalities related to atrophy, ventricular dilation, and white matter hyperintensities.
“Review of each participant’s T2-weighted structural images by a neuroradiologist (one of the authors, J.M.P.) indicated that all were within normal limits with regard to abnormalities related to atrophy, ventricular dilation, and the presence of white matter hyperintensities.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenFour trained operators, blind to participant age, drew target, source, and exclusion regions.
“Four trained operators, blind to participant age, used ITK-SNAP software (http://www.itksnap.org/; Yushkevich et al., 2006) to draw target, source, and exclusion regions on the axial slices of each participant’s SPGR image.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Yushkevich et al., 2006 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWhite matter integrity of the splenium has exhibited correlations with speed-dependent measures.
“White matter integrity of the splenium has also exhibited similar correlations with speed-dependent measures (Madden et al., 2004; Sullivan et al., 2001).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Madden et al., 2004 source
Not checked in the free run.
- cites Sullivan et al., 2001
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe genu and splenium of the corpus callosum have been identified previously in correlational studies of white matter and behavior.
“The two regions that we found to be mediators, the genu and splenium of the corpus callosum, have been identified previously in correlational studies of white matter and behavior.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIncreased perceptual speed is associated with increased white matter integrity in the genu.
“Previous studies have found that increased perceptual speed is associated with increased white matter integrity in the genu (Bucur et al., in press; Schulte et al., 2005; Sullivan et al., 2001).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bucur et al., in press
Not checked in the free run.
- cites Schulte et al., 2005 source
Not checked in the free run.
- cites Sullivan et al., 2001
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe cortical network active during task switching involves dorsolateral prefrontal and superior parietal regions.
“The cortical network that is active during task switching involves dorsolateral prefrontal and superior parietal regions (Braver et al., 2003; Kimberg et al., 2000; Sohn et al., 2000).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCurrent models propose that age-related deficits in cognitive performance reflect interactive effects of structural changes in the frontal lobe and compensatory recruitment of these regions.
“Current models of age-related change in brain function frequently propose that age-related deficits in cognitive performance reflect the interactive effects of structural changes in the frontal lobe and the compensatory recruitment of these regions to support task performance (Cabeza, 2002; Davis, Dennis, Daselaar, Fleck, & Cabeza, in press; Dennis & Cabeza, 2008; Grady, 2000).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Cabeza, 2002 source
Not checked in the free run.
- cites Davis et al., in press
Not checked in the free run.
- cites Dennis & Cabeza, 2008
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductreasoningTractography analyses were performed for each participant in native space to reduce the effect of individual differences in anatomy on tract estimation.
“We performed tractography analyses for each participant (i.e., in untransformed, native space), to reduce the effect of individual differences in anatomy on tract estimation.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningAnalysis of the cautiousness parameter was limited to the participant level because response conservativeness should not fluctuate systematically within a block.
“Analysis of the cautiousness parameter was limited to the participant level, because the participants’ response conservativeness (i.e., amount of evidence required for a particular response) should not fluctuate systematically within a block of trials.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAttention-dependent parietal activations are relatively greater in the right hemisphere.
“Previous fMRI investigations of visual attention have also noted that attention-dependent parietal activations are relatively greater in the right hemisphere (Corbetta & Shulman, 2002; Kim et al., 1999).”
Quote in the paperNot a substantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe two DTI runs were merged to improve the signal-to-noise ratio.
“To improve the signal-to-noise ratio, the two DTI runs were merged to a single data set for each participant.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThis pattern is consistent with previous studies of age differences in task switching.
“This pattern is consistent with previous studies of age differences in task switching.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Meiran et al., 2001 source
Not checked in the free run.
- cites Verhaeghen & Cerella, 2002
Not checked in the free run.
May combine two claims.
Interpretationown dataThe present findings support the Paus et al. proposal and suggest that correlations between FA and behavioral measures are not dependent entirely on perceptual-motor processing and may instead reflect decision-level processing.
“The present findings support the Paus et al. proposal and suggest that correlations between FA and behavioral measures (Sullivan & Pfefferbaum, 2006) are not dependent entirely on perceptual-motor processing and may instead reflect decision-level processing.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sullivan & Pfefferbaum, 2006
Not checked in the free run.
May combine two claims.
PremisecitationCortical networks activated by attention-demanding tasks are distributed widely and vulnerable to disruption at posterior as well as anterior sites.
“The cortical networks activated by attention-demanding tasks are distributed widely and vulnerable to disruption at posterior as well as anterior sites (Andrews-Hanna et al., 2007; Greenwood, 2000; Tisserand & Jolles, 2003).”
Quote in the paperSubstantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe tractography method has several sources of error, including thresholding, non-isotropic voxel dimensions, crossing fibers, and partial volume effects.
“The tractography method that we used, applied at the individual participant level, has the advantage of taking individual differences in anatomy into account, but several sources of error exist, including the thresholding, the use of non-isotropic voxel dimensions, the presence of crossing fibers, and partial volume effects.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Interpretationown dataThe findings confirm previous age-related effects applications of this model.
“These findings confirm previous age-related effects applications of this model (Ratcliff, Thapar, & McKoon, 2004; Spaniol, Madden, & Voss, 2006).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Ratcliff, Thapar, & McKoon, 2004
Not checked in the free run.
- cites Spaniol, Madden, & Voss, 2006
Not checked in the free run.
Classified as probably not a substantial claim.
PremisecitationInformation processing tasks have an advantage over standardized psychometric tests by providing better access to the building blocks of cognitive abilities.
“Paus et al. (2001) emphasized that, in studies of white matter-behavioral correlations, information processing tasks have an advantage, relative to standardized psychometric tests, by providing better access to the “building blocks” of cognitive abilities.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Paus et al. (2001) source
Not checked in the free run.
May combine two claims.
PremisecitationGlobal switch costs are typically higher for older adults than younger adults, whereas local switch costs are less age-dependent.
“Global switch costs (i.e., the difference between tasks involving switching and those involving a single, constant decision) are typically higher for older adults than for younger adults, whereas local switch costs (i.e., the cost of switching across adjacent trials) is less age-dependent (Meiran et al., 2001; Verhaeghen & Cerella, 2002).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Meiran et al., 2001 source
Not checked in the free run.
- cites Verhaeghen & Cerella, 2002
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningThe tractography method applied at the individual participant level takes individual differences in anatomy into account.
“The tractography method that we used, applied at the individual participant level, has the advantage of taking individual differences in anatomy into account, but several sources of error exist, including the thresholding, the use of non-isotropic voxel dimensions, the presence of crossing fibers, and partial volume effects.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
The role of age-related white matter decline in cognitive changes is unclear.
“but the role of this decline in age-related cognitive changes is not clear”
“but the role of FA as a mediator of age-related variance in performance not been examined”
The paper relies on this without support.
Drift rate and nondecision time reflect the quality of information processing for individual decisions and rely on the integrity of task-relevant neural networks.
“We limited the mediation analyses to the performance measures of drift rate and nondecision time, because these latter measures (unlike the cautiousness parameter) reflect the quality of information processing for individual decisions, which in turn would rely on the integrity of task-relevant neural networks.”
The paper relies on this without support.
Mediation analysis of cross-sectional age differences can establish a causal role for white matter integrity in age-related cognitive change.
“From the present results, we conclude that some decision-related processes operate less efficiently for older adults than for younger adults, and that age-related decline in the white matter integrity within specific regions of the frontoparietal network (central genu and splenium-parietal fibers in the right hemisphere) has a causal role in this form of age-related cognitive change.”
The paper relies on this without support.
FA is a valid index of white matter integrity.
“Using DTI tractography, we characterized white matter integrity within several pathways of the frontoparietal network and tested whether integrity (as indexed by FA) in this network mediated adult age differences in cognitive performance during task switching.”
The paper relies on this without support.
The present study is the first demonstration of mediation of age-related differences in cognitive performance by white matter integrity.
“The present study is, to our knowledge, the first demonstration of the mediation of age-related differences in cognitive performance by white matter integrity.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Maturation of specific WM tracts will likely also have general beneficial effects on major cognitive functions through facilitation of processing speed.
“it will likely also have general beneficial effects on major cognitive functions through facilitation of processing speed (61–71).”
From Multimodal imaging of the self-regulating developing brain (2012) · cites this paper as [62]
Better functional connectivity is associated with higher cognitive functioning.
“better functional connectivity has been associated with higher cognitive functioning, 49,50”
From Physical exercise keeps the brain connected: biking increases white matter integrity in patients with schizophrenia and healthy controls. (2015) · cites this paper as [50]
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- ConsistentF(1, 38) = 15.56reported p < .001 · recomputed p < .001
“F(1, 38) = 15.56, p < .001”
- ConsistentF(1, 38) = 44.9reported p < .0001 · recomputed p < .001
“F(1, 38) = 44.90, p < .0001”
- ConsistentF(1, 38) = 10.74reported p < .01 · recomputed p = .002
“F(1, 38) = 10.74, p < .01”
- ConsistentF(1, 38) = 6.84reported p < .05 · recomputed p = .013
“F(1, 38) = 6.84, p < .05”
- ConsistentF(1, 38) = 36.52reported p < .0001 · recomputed p < .001
“F(1, 38) = 36.52, p < .0001”
- ConsistentF(1, 38) = 5.8reported p < .05 · recomputed p = .021
“F(1, 38) = 5.80, p < .05”
- ConsistentF(1, 38) = 19.15reported p < .0001 · recomputed p < .001
“F(1, 38) = 19.15, p < .0001”
- ConsistentF(1, 38) = 8.62reported p < .01 · recomputed p = .006
“F(1, 38) = 8.62, p < .01”
- ConsistentF(1, 38) = 3.76reported p < .06 · recomputed p = .060
“F(1, 38) = 3.76, p < .06”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
DTI in-plane resolution conflicts with matrix and field of view
MinorA 25.6 cm field of view is 256 mm; divided across 128 matrix positions, that gives 2 mm per side, or 4 mm2 per pixel, rather than the reported 1 mm2.
Reported 1 · recomputed 2
“Each of the DTI sequences used a dual spin echo base sequence (128 × 128 matrix; TR = 17000 ms; TE = 86.7 ms; flip angle = 90°; FOV = 25.6 cm), yielding 52 contiguous slices of 2.4 mm (1 mm2 in-plane resolution).”
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Functional brain imaging and age-related changes in cognition
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Explicitly modeling the effects of aging on response time
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The Impact of Age on Cognition
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“DTI-based declines have been shown to contribute to age-related cognitive declines [9–11], suggesting they are functionally significant to the study of healthy and pathological forms of aging.”
BackgroundAdult age differences in functional connectivity during executive control
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- Authors
- Madden, D. J., Spaniol, J., Costello, M. C., Bucur, B., White, L. E., Cabeza, R., Davis, S. W., Dennis, N. A., Provenzale, J. M., & Huettel, S. A.
- Affiliations
- Duke Medical Center (US)
- Duke University (US)
- ORCID
- Venue
- Journal of Cognitive Neuroscience
- Publisher
- MIT Press - Journals
- Published
- 2008-02-01
- Volume
- 21
- Issue
- 2
- Pages
- 289-302
- ISSN
- 0898-929X (ISSN-L)
- 1530-8898
- PMC
- PMC2676336
- OpenAlex
- W2115762583
- Cited by
- 265
- References
- 64
- Citations by year
- 2026: 6 · 2025: 10 · 2024: 8 · 2023: 7 · 2022: 12 · 2021: 20 · 2020: 13 · 2019: 17 · 2018: 18 · 2017: 10 · 2016: 10 · 2015: 19 · 2014: 24 · 2013: 17 · 2012: 15
- FWCI
- 14.97
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Cognitive Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (R01AG019731, R21AG030771, R01AG023770, R01AG011622, T32AG000029)
- Topics
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced Neuroimaging Techniques and Applications
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
- Keywords
- white matter integrity, aging, age-related cognitive decline, mediation, task switching, word classification, fractional anisotropy, corpus callosum, superior longitudinal fasciculus, reaction time distribution, older adults
- MeSH terms
- Adult, Age Factors, Aged, Aged, 80 and over, Aging, Brain, Cognition, Corpus Callosum, Cues, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Neuropsychological Tests, Psychomotor Performance, Reaction Time, Anisotropy, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-05.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-05.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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