| Literature DB >> 19151204 |
Elisabeth A Northam1, Debbie Rankins, Ashleigh Lin, R Mark Wellard, Gaby S Pell, Sue J Finch, George A Werther, Fergus J Cameron.
Abstract
OBJECTIVE: In this study, we used neurocognitive assessment and neuroimaging to examine brain function in youth with type 1 diabetes studied prospectively from diagnosis. RESEARCH DESIGN AND METHODS: We studied type 1 diabetic (n = 106) and control subjects (n = 75) with no significant group difference on IQ at baseline 12 years previously by using the Wechsler Abbreviated Scale of General Intelligence, magnetic resonance spectroscopy and imaging, and metabolic control data from diagnosis.Entities:
Mesh:
Year: 2009 PMID: 19151204 PMCID: PMC2646026 DOI: 10.2337/dc08-1657
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Sample characteristics
| Type 1 diabetes | Control | Mean difference (type 1 diabetes − control)
| |||
|---|---|---|---|---|---|
| Estimate | 95% CI | ||||
| Sample size ( | 106 | 75 | |||
| Age (years) | 20.5 ± 4.3 | 21.0 ± 3.8 | −0.50 | −1.74 to 0.74 | 0.4 |
| Female sex (%) | 49 | 51 | −1.6 | −16.0 to 12.9 | 0.9 |
| SES (1 = high, 7 = low) | 4.3 ± 1.1 | 4.1 ± 1.1 | 0.25 | −0.08 to 0.59 | 0.14 |
| Mental health (YSR/YASR total | 48.7 ± 11.5 | 49.5 ± 11.0 | −0.75 | −4.17 to 2.66 | 0.7 |
| FSIQbaseline | 108.0 ± 15.1 | 110.6 ± 12.2 | −2.66 | −6.83 to 1.52 | 0.2 |
| Time between baseline assessment and12-year follow-up (years) | 12.7 ± 1.1 | 12.0 ± 1.1 | 0.70 | 0.37 to 1.03 | <0.001 |
| Neuroimaging ( | 79 | 51 | |||
| Age (years) | 20.3 ± 4.3 | 20.6 ± 3.6 | −0.25 | −1.69 to 1.18 | 0.7 |
| Female sex | 41 | 47 | −6.6 | −2.3 to 10.5 | 0.5 |
| BGL at imaging (mmol/l) | 12.6 ± 5.4 | ||||
| BGL at neurocognitive testing (mmol/l) | 11.7 ± 5.9 | ||||
| Most recent A1C (%) | 9.2 ± 1.8 | ||||
| Age at type 1 diabetes onset (years) | 7.1 ± 3.7 | ||||
| Early disease onset (%) | 38 | ||||
| ≥1 episode severe hypoglycemia (%) | 44 | ||||
| Mean time A1C >9.0% (%) | 41.95 ± 26.31 | ||||
Data are means ± SD unless otherwise noted. YASR, Young Adult Self Report; YSR, Youth Self Report.
Group (type 1 diabetic and control participants) differences on IQ and metabolites
| Outcome variable | Means
| Mean difference | |||
|---|---|---|---|---|---|
| Type 1 diabetes | Control | Estimate | 95% CI | ||
| IQ | |||||
| VIQ | 96.2 | 100.4 | −3.64 | −6.97 to −0.30 | 0.03 |
| PIQ | 106.4 | 109.1 | −2.02 | −5.46 to 1.43 | 0.25 |
| FSIQ | 101.3 | 105.1 | −3.03 | −6.07 to 0.00 | 0.05 |
| Metabolite | |||||
| mI basal ganglia | 3.46 | 3.17 | 0.29 | 0.11 to 0.48 | 0.002 |
| mI frontal lobe | 4.17 | 3.52 | 0.65 | 0.46 to 0.84 | <0.001 |
| mI temporal lobe | 4.39 | 3.91 | 0.48 | 0.22 to 0.75 | <0.001 |
| Cr basal ganglia | 6.88 | 6.96 | −0.08 | −0.32 to 0.16 | 0.5 |
| Cr frontal lobe | 5.39 | 5.37 | 0.01 | −0.12 to 0.15 | 0.9 |
| Cr temporal lobe | 5.31 | 5.32 | −0.02 | −0.29 to 0.26 | >0.9 |
| Glx basal ganglia | 11.50 | 11.37 | 0.14 | −0.35 to 0.63 | 0.6 |
| Glx frontal lobe | 9.99 | 9.76 | 0.16 | −0.26 to 0.58 | 0.4 |
| Glx temporal lobe | 8.43 | 8.31 | 0.12 | −0.37 to 0.61 | 0.6 |
| Cho basal ganglia | 1.63 | 1.56 | 0.07 | 0.01 to 0.14 | 0.027 |
| Cho frontal lobe | 1.61 | 1.48 | 0.13 | 0.07 to 0.19 | <0.001 |
| Cho temporal lobe | 1.72 | 1.64 | 0.09 | −0.00 to 0.18 | 0.04 |
| NAA basal ganglia | 7.98 | 8.47 | −0.49 | −0.83 to −0.15 | 0.005 |
| NAA frontal lobe | 8.27 | 8.67 | −0.41 | −0.65 to −0.16 | 0.001 |
| NAA temporal lobe | 7.50 | 7.84 | −0.35 | −0.72 to 0.03 | 0.07 |
Adjusted mean difference estimate (from ANCOVA model) is type 1 diabetes − control.
This analysis was based on nonparametric procedures because of an extreme value in the original data set; the estimate and approximate 95% CI are for a difference in the location of the populations. The P value is from the Mann-Whitney U test. Cr, creatine + creatine phosphate; Glx, glutamine + glutamate; mI, myoinositol.
Group (type 1 diabetic and control) differences on grey matter volume, white matter volume, and T2 relaxation time
| Outcome variable | Cluster | Means | Mean difference | |||
|---|---|---|---|---|---|---|
| Type 1 diabetic | Control | Estimate | 99.9% CI | |||
| GM volume decrease | ||||||
| Left thalamus | 1,718 | 0.531 | 0.568 | 0.038 | 0.005 to 0.071 | 3.93 |
| Right thalamus | 1,623 | 0.525 | 0.563 | 0.038 | 0.005 to 0.071 | 3.93 |
| Left frontal precentral/insular gyrus | 373 | 0.532 | 0.575 | 0.051 | 0.003 to 0.098 | 3.55 |
| Right superior frontal gyrus | 287 | 0.431 | 0.478 | 0.049 | 0.003 to 0.095 | 3.58 |
| Right frontal precentral gyrus | 78 | 0.349 | 0.390 | 0.046 | 0.003 to 0.088 | 3.60 |
| Right parietal postcentral gyrus | 104 | 0.375 | 0.417 | 0.046 | 0.002 to 0.089 | 3.51 |
| Right parahippocampal gyrus | 79 | 0.513 | 0.554 | 0.046 | 0.001 to 0.091 | 3.45 |
| WM volume decrease | ||||||
| Right parahippocampal WM | 183 | 0.275 | 0.329 | 0.050 | 0.006 to 0.094 | 3.82 |
| Left parahippocampal WM | 290 | 0.231 | 0.275 | 0.042 | 0.002 to 0.082 | 3.55 |
| Left-middle frontal WM | 207 | 0.149 | 0.201 | 0.049 | 0.007 to 0.090 | 3.94 |
| Left temporal WM | 156 | 0.092 | 0.131 | 0.037 | 0.003 to 0.071 | 3.69 |
| Left insular WM | 158 | 0.182 | 0.230 | 0.043 | 0.004 to 0.082 | 3.69 |
| Left-middle temporal WM | 126 | 0.386 | 0.458 | 0.074 | 0.006 to 0.142 | 3.56 |
| T2 decrease | ||||||
| Left lentiform nucleus | 299 | 625.5 | 638.0 | 14.3 | 1.0 to 27.6 | 3.63 |
| Right lentiform nucleus | 1,058 | 645.4 | 662.9 | 19.1 | 3.1 to 35.1 | 4.01 |
| Left caudate nucleus | 1,843 | 614.0 | 627.7 | 15.4 | 2.2 to 28.6 | 3.92 |
| Right caudate nucleus | 2,901 | 644.7 | 659.3 | 16.2 | 2.2 to 30.3 | 3.88 |
| Left thalamus | 496 | 678.8 | 693.2 | 15.5 | 1.78 to 29.2 | 3.81 |
| Right thalamus | 753 | 653.7 | 669.8 | 17.6 | 2.6 to 32.63 | 3.95 |
| Red nuclei (bilaterally) | 225 | 664.1 | 676.4 | 13.7 | 1.0 to 26.4 | 3.63 |
| Right frontal WM | 251 | 706.1 | 727.7 | 22.8 | 1.4 to 44.18 | 3.59 |
| Right insular/superior temporal gyrus | 146 | 712.0 | 736.0 | 26.0 | 1.2 to 50.9 | 3.53 |
| Corpus callosum | 24 | 706.9 | 722.0 | 15.7 | 0.7 to 30.7 | 3.52 |
| Right parietal WM | 23 | 716.6 | 732.4 | 16.3 | 0.3 to 32.3 | 3.44 |
| T2 increase | ||||||
| Left-middle temporal GM | 37 | 793.8 | 762.1 | −30.0 | −59.6 to −0.5 | −3.43 |
Magnetic resonance regions are indicated as abnormal by voxel-based analysis (type 1 diabetic versus control participants using a one-tailed t test at P = 0.0005, noncorrected).
The cluster size is the number of voxels in a contiguous volume of suprathreshold voxels.
Mean values of voxel-based data are not adjusted for covariates. T2 values are in milliseconds; volume changes are in liters.
The mean difference is adjusted for covariates.
Since significance is the selection criteria for these areas, the t statistic is reported.
The bidirectional CIs are shown at 99.9% (equivalent threshold to the two one-tailed t tests at P = 0.0005). GM, gray matter; WM, white matter.