Brain MR radiomics to differentiate cognitive disorders

© 2019, American Psychiatric Association. All rights reserved. Objective: Subtle and gradual changes occur in the brain years before cognitive impairment due to age-related neurodegenerative disorders. The authors examined the utility of hippocampal texture analysis and volumetric features extracted from brain magnetic resonance (MR) data to differentiate between three cognitive groups (cognitively normal individuals, individuals with mild cognitive impairment, and individuals with Alzheimer’s disease) and neuropsychological scores on the Clinical Dementia Rating (CDR) scale. Methods: Data from 173 uni que pati ents with 3-T T1-weighted MR images from the Alzheimer’s Disease Neuroimaging Initiative database were analyzed. A variety of texture and volumetric features were extracted from bilateral hippocampal regions and were used to perform binary classification of cognitive groups and CDR scores. The authors used diagonal quadratic discriminant analysis in a leave-one-out cross-validation scheme. Sensitivity, specificity, and area under the receiver operating characteristic curve were used to assess the performance of models. Results: The results show promise for hippocampal texture analysis to distinguish between no impairment and early stages of impairment. Volumetric features were more successful at differentiating between no impairment and advanced stages of impairment. Conclusions: MR radiomics may be a promising tool to classify various cognitive groups

Deep brain stimulation and cognitive outcomes among patients with Parkinson’s disease: A historical cohort study

© 2019, American Psychiatric Association. All rights reserved. Objective: Deep brain stimulation (DBS) is an effective treatment for motor symptoms of Parkinson’s disease; however, there is conflicting literature about the effect of DBS on cognitive function. The authors conducted a historical cohort study involving patients with Parkinson’s disease who underwent DBS of the globus pallidus pars interna (GPi; N=12) or subthalamic nucleus (STN; N=17). Methods: The authors i nvesti gated di fferences i n four neuropsychol ogi cal test scores at 6 months post-DBS (follow-up) as compared with baseline (i.e., Boston Naming Test, WAIS Verbal Comprehension Index [WAIS-VCI], Working Memory Index [WAIS-WMI], and Processing Speed Index [WAIS-PSI]). Results: GPi DBS patients showed no difference between baseline and follow-up on any neuropsychological test. STN DBS patients had lower scores indicating decreased performance at follow-up as compared with baseline on WAIS-PSI (mean [SD], 91.47 [10.42] versus 81.65 [12.03]; p=0.03). There was a significant (p=0.008) difference between the change in baseline to follow-up scores on the WAIS-VCI for the STN DBS and GPi DBS groups (i.e., STN DBS patients scored lower at the 6-month follow-up compared with baseline, whereas GPi DBS patients scored higher). Conclusions: GPi may be a preferred target for DBS in patients with Parkinson’s disease when considering cognitive outcomes

Association of pancreatic polypeptide with mild cognitive impairment varies by APOE ε4 allele

© 2015 Roberts, Aakre, Cha, Kremers, Mielke, Velgos, Geda, Knopman and Petersen. We conducted a preliminary case-control investigation of the association of pancreatic polypeptide (PP) with mild cognitive impairment (MCI) in 202 MCI cases (mean age, 81.6 years) and 202 age- and sex-matched cognitively normal controls in the Mayo Clinic Study of Aging. Plasma PP was measured and examined as the natural logarithm (continuous) and dichotomized at the median. The OR (95% CI) of MCI increased with increasing PP [1.46 (1.04-2.05)]. There was a negative interaction of PP with apolipoprotein E (APOE) ε4 allele; compared to the reference group (no APOE ε4 allele and low PP), the OR (95% CI) for combinations of ε4 and PP were: 2.64 (1.39-5.04) for APOE ε4 plus low PP; 2.09 (1.27-3.45) for no APOE ε4 plus high PP; and 1.91 (1.04-3.53) for no APOE ε4 plus high PP (P for interaction = 0.017). There was also a trend toward a negative interaction with type 2 diabetes (P for interaction = 0.058). Compared to no diabetes and low PP, the OR (95% CI) was 3.02 (1.22-7.46) for low PP plus diabetes but 1.80 (1.01-3.22) for high PP plus diabetes. Participants with high PP had a greater mean (SD) weight loss (kilograms per decade) than persons with low PP [-2.27 (4.07) vs. -1.61 (5.24); P = 0.016]. MCI cases had a non-significantly greater weight loss per decade compared to controls. These findings suggest that high PP alone or jointly with APOE ε4 allele or type 2 diabetes is associated with MCI, and that high PP may mitigate some effects of APOE ε4 allele and type 2 diabetes on cognition. Potential mechanisms may involve PP-related weight loss and centrally mediated effects of PP on cognition. These findings remain to be validated in other studies

Association of Pancreatic Polypeptide with Mild Cognitive Impairment Varies by APOE ε4 Allele

© 2015 Roberts, Aakre, Cha, Kremers, Mielke, Velgos, Geda, Knopman and Petersen. We conducted a preliminary case-control investigation of the association of pancreatic polypeptide (PP) with mild cognitive impairment (MCI) in 202 MCI cases (mean age, 81.6 years) and 202 age- and sex-matched cognitively normal controls in the Mayo Clinic Study of Aging. Plasma PP was measured and examined as the natural logarithm (continuous) and dichotomized at the median. The OR (95% CI) of MCI increased with increasing PP [1.46 (1.04-2.05)]. There was a negative interaction of PP with apolipoprotein E (APOE) ε4 allele; compared to the reference group (no APOE ε4 allele and low PP), the OR (95% CI) for combinations of ε4 and PP were: 2.64 (1.39-5.04) for APOE ε4 plus low PP; 2.09 (1.27-3.45) for no APOE ε4 plus high PP; and 1.91 (1.04-3.53) for no APOE ε4 plus high PP (P for interaction = 0.017). There was also a trend toward a negative interaction with type 2 diabetes (P for interaction = 0.058). Compared to no diabetes and low PP, the OR (95% CI) was 3.02 (1.22-7.46) for low PP plus diabetes but 1.80 (1.01-3.22) for high PP plus diabetes. Participants with high PP had a greater mean (SD) weight loss (kilograms per decade) than persons with low PP [-2.27 (4.07) vs. -1.61 (5.24); P = 0.016]. MCI cases had a non-significantly greater weight loss per decade compared to controls. These findings suggest that high PP alone or jointly with APOE ε4 allele or type 2 diabetes is associated with MCI, and that high PP may mitigate some effects of APOE ε4 allele and type 2 diabetes on cognition. Potential mechanisms may involve PP-related weight loss and centrally mediated effects of PP on cognition. These findings remain to be validated in other studies

Association of pancreatic polypeptide with mild cognitive impairment varies by APOE ε4 allele

We conducted a preliminary case-control investigation of the association of pancreatic polypeptide (PP) with mild cognitive impairment (MCI) in 202 MCI cases (mean age, 81.6 years) and 202 age- and sex-matched cognitively normal controls in the Mayo Clinic Study of Aging. Plasma PP was measured and examined as the natural logarithm or dichotomized at the median. The OR (95% CI) of MCI increased with increasing PP (1.46 [1.04-2.05]). There was a negative interaction of PP with APOE ε4 allele; compared to the reference group (no APOE ε4 allele and low PP), the OR (95% CI) for combinations of ε4 and PP were: 2.64 (1.39-5.04) for APOE ε4 plus low PP; 2.09 (1.27-3.45) for no APOE ε4 plus high PP; and 1.91 (1.04-3.53) for no APOE ε4 plus high PP (P for interaction = .017). There was also a trend toward a negative interaction with type 2 diabetes (P for interaction=.058). Compared to no diabetes and low PP, the OR (95% CI) was 3.02 (1.22-7.46) for low PP plus diabetes but 1.80 (1.01-3.22) for high PP plus diabetes. Participants with high PP had a greater mean weight loss (kilograms per decade) than persons with low PP (-2.26 [4.08] vs. -1.72 (5.28); P=.034). MCI cases had a non-significantly greater weight loss per decade compared to controls. These findings suggest that high PP alone or jointly with APOE e4 allele or type 2 diabetes is associated with MCI, and that high PP may mitigate some effects of APOE e4 allele and type 2 diabetes on cognition. Potential mechanisms may involve PP-related weight loss and centrally mediated effects of PP on cognition. These findings remain to be validated in other studies