Spontaneous brain activity in type 2 diabetics revealed by amplitude of low-frequency fluctuations and its association with diabetic vascular disease: A resting-state fMRI study

PLoS ONE

Volumn 9, Issue 10, 2014, Pages

  Wang, Chun Xia ^a   Fu, Kai Liang ^a   Liu, Huai Jun ^a   Xing, Fei ^a   Zhang, Song Yun ^a  

^a HEBEI MEDICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AMPLITUDE OF LOW FREQUENCY FLUCTUATION; ANKLE BRACHIAL INDEX; ARTICLE; BRAIN FUNCTION; BRAIN REGION; CEREBELLUM; CLINICAL ARTICLE; COGNITIVE DEFECT; CONTROLLED STUDY; DIABETIC ANGIOPATHY; DISEASE ASSOCIATION; FEMALE; FRONTAL LOBE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; MALE; MENTAL PERFORMANCE; MICROALBUMINURIA; NERVOUS SYSTEM PARAMETERS; NON INSULIN DEPENDENT DIABETES MELLITUS; PARIETAL LOBE; RESTING STATE NETWORK; VISUAL CORTEX; AGED; BRAIN; BRAIN MAPPING; COGNITION; MIDDLE AGED; NEUROPSYCHOLOGICAL TEST; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY; REST;

ADULT; AGED; BRAIN; BRAIN MAPPING; COGNITION; DIABETES MELLITUS, TYPE 2; DIABETIC ANGIOPATHIES; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEUROPSYCHOLOGICAL TESTS; REST;

EID: 84907528116     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0108883     Document Type: Article

References (63)

1. McCrimmon RJ, Ryan CM, Frier B.M. (2012) Diabetes and cognitive dysfunction. Lancet 379: 2291-2299.
2. Vagelatos NT, Eslick G.D. (2013) Type 2 diabetes as a risk factor for Alzheimer's disease: the confounders, interactions, and neuropathology associated with this relationship. Epidemiol Rev 35: 152-160.
3. Biessels GJ, Deary IJ, Ryan C.M. (2008) Cognition and diabetes: a lifespan perspective. Lancet Neurol 7: 184-190.
4. Cheng G, Huang C, Deng H., Wang H. (2012) Diabetes as a risk factor for dementia and mild cognitive impairment: a meta-analysis of longitudinal studies. Intern Med J 42: 484-491.
5. Ryan CM, Geckle M.O. (2000) Circumscribed cognitive dysfunction in middle-aged adults with type 2 diabetes. Diabetes Care 23: 1486-1493.
6. Exalto LG, Whitmer RA, Kappele L.J., Biessels G.J. (2012) An update on type 2 diabetes, vascular dementia and Alzheimer's disease. Exp Gerontol 47: 858-864.
7. Kelleher RJ, Soiza R.L. (2013) Evidence of endothelial dysfunction in the development of Alzheimer's disease: Is Alzheimer's a vascular disorder? Am J Cardiovasc Dis 3: 197-226.
8. van Dijk E.J., Prins ND, Vrooman H.A., Hofman A., Koudstaal PJ, et al. (2008) Progression of cerebral small vessel disease in relation to risk factors and cognitive consequences: Rotterdam Scan study. Stroke 39: 2712-2719.
9. Prins ND, van Dijk EJ, den Heijer T, Vermeer SE, Jolles J, et al (2005) Cerebral small-vessel disease and decline in information processing speed, executive function and memory. Brain 128: 2034-2041.
10. Baumgartner I, Schainfeld R, Graziani L. (2005) Management of peripheral vascular disease. Annu Rev Med 56: 249-272.
11. Rafnsson SB, Deary IJ, Fowkes F.G. (2009) Peripheral arterial disease and cognitive function. Vasc Med 14: 51-61.
12. Guerchet M, Aboyans V, Nubukpo P., Lacroix P, Clement JP, et al (2011) Ankle-brachial index as a marker of cognitive impairment and dementia in general population. A systematic review. Atherosclerosis 216: 251-257.
13. Laurin D, Masaki KH, White L.R., Launer L.J. (2007) Ankle-to-brachial index and dementia: the Honolulu-Asia Aging Study. Circulation 116: 2269-2274.
14. Barzilay JI, Gao P, O'Donnell M, Mann JF, Anderson C, et al (2011) Albuminuria and decline in cognitive function: The ONTARGET/TRAN-SCEND studies. Arch Intern Med 171: 142-150.
15. Umemura T, Kawamura T, Umegaki H., Kawano N, Mashita S, et al (2013) Association of chronic kidney disease and cerebral small vessel disease with cognitive impairment in elderly patients with type 2 diabetes. Dement Geriatr Cogn Dis Extra 3: 212-222.
16. Bruehl H, Wolf OT, Sweat V, Tirsi A., Richardson S, et al. (2009) Modifiers of cognitive function and brain structure in middle-aged and elderly individuals with type 2 diabetes mellitus. Brain Res 1280: 186-194.
17. Bruehl H, Sweat V, Tirsi A., Shah B, Convit A. (2011) Obese adolescents with type 2 diabetes mellitus have hippocampal and frontal lobe volume reductions. Neurosci Med 2: 34-42.
18. Gold SM, Dziobek I, Sweat V., Tirsi A, Rogers K, et al (2007) Hippocampal damage and memory impairments as possible early brain complications of type 2 diabetes. Diabetologia 50: 711-719.
19. Chen Z, Li L, Sun J., Ma L. (2012) Mapping the brain in type II diabetes: Voxel-based morphometry using DARTEL. Eur J Radiol 81: 1870-1876.
20. Last D, Alsop DC, Abduljalil A.M., Marquis RP, de Bazelaire C, et al. (2007) Global and regional effects of type 2 diabetes on brain tissue volumes and cerebral vasoreactivity. Diabetes Care 30: 1193-1199.
21. Reijmer YD, Brundel M, de Bresser J, Kappelle LJ, Leemans A, et al (2013) Microstructural white matter abnormalities and cognitive functioning in type 2 diabetes: a diffusion tensor imaging study. Diabetes Care 36: 137-144.
22. Musen G, Jacobson AM, Bolo N.R., Simonson DC, Shenton ME, et al. (2012) Resting-state brain functional connectivity is altered in type 2 diabetes. Diabetes 61: 2375-2379.
23. Zhou H, Lu W, Shi Y., Bai F, Chang J, et al (2010) Impairments in cognition and resting-state connectivity of the hippocampus in elderly subjects with type 2 diabetes. Neurosci Lett 473: 5-10.
24. Song XW, Dong ZY, Long X.Y., Li SF, Zuo XN, et al. (2011) REST: a toolkit for resting-state functional magnetic resonance imaging data processing. PLoS One 6: e25031.
25. Logothetis NK, Pauls J, Augath M., Trinath T, Oeltermann A. (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412: 150-157.
26. Lu H, Zuo Y, Gu H., Waltz JA, Zhan W, et al. (2007) Synchronized delta oscillations correlate with the resting-state functional MRI signal. Proc Natl Acad Sci U S A 104: 18265-18269.
27. Wang L, Dai W, Su Y., Wang G, Tan Y, et al (2012) Amplitude of low-frequency oscillations in first-episode, treatment-naive patients with major depressive disorder: a resting-state functional MRI study. PLoS One 7: e48658.
28. Bai F, Liao W, Watson D.R., Shi Y., Yuan Y, et al. (2011) Mapping the altered patterns of cerebellar resting-state function in longitudinal amnestic mild cognitive impairment patients. J Alzheimers Dis 23: 87-99.
29. Xia W, Wang S, Sun Z., Bai F, Zhou Y, et al (2013) Altered baseline brain activity in type 2 diabetes: a resting-state fMRI study. Psychoneuroendocrinol-ogy 38: 2493-2501.
30. Alberti KG, Zimmet P.Z. (1998) Definition, diagnosis and classification of diabetes mellitus and its complications. Part 1: diagnosis and classification of diabetes mellitus provisional report of a WHO consultation. Diabet Med 15: 539-553.
31. Tildesley HD, Aydin CM, Ignaszewski A, Strelzow J.A., Yu E., et al. (2007) Sulfonylurea therapy is associated with increased NT-proBNP levels in the treatment of type 2 diabetes. Int J Cardiol 115: 312-317.
32. Yamada SM, Kitagawa R, Teramoto A. (2012) Recovery of normal hemodynamic activities after long-term medication in a patient with left internal carotid arterial occlusion. J Nippon Med Sch 79: 85-89.
33. Kodl CT, Franc DT, Rao J.P., Anderson FS, Thomas W, et al. (2008) Diffusion tensor imaging identifies deficits in white matter microstructure in subjects with type 1 diabetes that correlate with reduced neurocognitive function. Diabetes 57: 3083-3089.
34. Reijmer YD, van den Berg E, Ruis C, Kappelle LJ, Biessels GJ (2010) Cognitive dysfunction in patients with type 2 diabetes. Diabetes Metab Res Rev 26: 507-519.
35. Imamine R, Kawamura T, Umemura T., Umegaki H, Kawano N, et al (2011) Does cerebral small vessel disease predict future decline of cognitive function in elderly people with type 2 diabetes? Diabetes Res Clin Pract 94: 91-99.
36. Chao-Gan Y., Yu-Feng Z (2010) DPARSF: A MATLAB toolbox for "pipeline" data analysis of resting-state fMRI. Front Syst Neurosci 4: 13.
37. Zang YF, He Y, Zhu C.Z., Cao QJ, Sui MQ, et al. (2007) Altered baseline brain activity in children with ADHD revealed by resting-state functional MRI. Brain Dev 29: 83-91.
38. Zhang Z, Lu G, Zhong Y., Tan Q, Chen H, et al (2010) fMRI study of mesial temporal lobe epilepsy using amplitude of low-frequency fluctuation analysis. Hum Brain Mapp 31: 1851-1861.
39. Tzourio-Mazoyer N., Landeau B, Papathanassiou D., Crivello F, Etard O, et al (2002) Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 15: 273-289.
40. Wahlund LO, Barkhof F, Fazekas F., Bronge L, Augustin M, et al (2001) A new rating scale for age-related white matter changes applicable to MRI and CT. Stroke 32: 1318-1322.
41. Levy JC, Matthews DR, Hermans M.P. (1998) Correct homeostasis model assessment (HOMA) evaluation uses the computer program. Diabetes Care 21: 2191-2192.
42. Wallace TM, Levy JC, Matthews D.R. (2004) Use and abuse of HOMA modeling. Diabetes Care 27: 1487-1495.
43. Ledberg A, Akerman S, Roland P.E. (1998) Estimation of the probabilities of 3D clusters in functional brain images. Neuroimage 8: 113-128.
44. National Kidney Foundation (2002) K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis 39: S1-266.
45. Koski L (2013) Validity and applications of the Montreal cognitive assessment for the assessment of vascular cognitive impairment. Cerebrovasc Dis 36: 6-18.
46. Xu Q, Cao WW, Mi J.H., Yu L., Lin Y, et al. (2013) Brief screening for mild cognitive impairment in subcortical ischemic vascular disease: A comparison study of the Montreal Cognitive Assessment with the Mini-Mental State Examination. Eur Neurol 71: 106-114.
47. Alagiakrishnan K, Zhao N, Mereu L., Senior P, Senthilselvan A. (2013) Montreal Cognitive Assessment is superior to Standardized Mini-Mental Status Exam in detecting mild cognitive impairment in the middle-aged and elderly patients with type 2 diabetes mellitus. Biomed Res Int 2013: 186106.
48. Mendez MF, Ala T, Underwood K.L. (1992) Development of scoring criteria for the clock drawing task in Alzheimer's disease. J Am Geriatr Soc 40: 1095-1099.
49. Paula JJ, Miranda DM, Moraes E.N., Malloy-Diniz LF (2013) Mapping the clockworks: what does the Clock Drawing Test assess in normal and pathological aging? Arq Neuropsiquiatr 71: 763-768.
50. Shoyama M, Nishioka T, Okumura M., Kose A, Tsuji T, et al (2011) Brain activity during the Clock-Drawing Test: multichannel near-infrared spectrosco-py study. Appl Neuropsychol 18: 243-251.
51. Svacina S (2007) Olfaction and gustation in diabetes. Vnitr Lek 53: 483-485.
52. Takayama S, Sasaki T. (2003) Acute hyposmia in type 2 diabetes. J Int Med Res 31: 466-468.
53. Naka A, Riedl M, Luger A., Hummel T, Mueller C.A. (2010) Clinical significance of smell and taste disorders in patients with diabetes mellitus. Eur Arch Otorhinolaryngol 267: 547-550.
54. Weinstock RS, Wright HN, Smith D.U. (1993) Olfactory dysfunction in diabetes mellitus. Physiol Behav 53: 17-21.
55. Schmahmann JD, Caplan D. (2006) Cognition, emotion and the cerebellum. Brain 129: 290-292.
56. Tedesco AM, Chiricozzi FR, Clausi S, Lupo M., Molinari M, et al. (2011) The cerebellar cognitive profile. Brain 134: 3672-3686.
57. Schmahmann JD, Weilburg JB, Sherman J.C. (2007) The neuropsychiatry of the cerebellum - insights from the clinic. Cerebellum 6: 254-267.
58. Baxter MG (2013) Mediodorsal thalamus and cognition in non-human primates. Front Syst Neurosci 7: 38.
59. Tuchscherer V, Seidenberg M, Pulsipher D., Lancaster M, Guidotti L, et al (2010) Extrahippocampal integrity in temporal lobe epilepsy and cognition: thalamus and executive functioning. Epilepsy Behav 17: 478-482.
60. Zhang S, Li C.S. (2013) Functional clustering of the human inferior parietal lobule by whole brain connectivity mapping of resting state fMRI signals. Brain Connect 4: 53-69.
61. Soran B, Xie Z, Tungaraza R., Lee SI, Shapiro L, et al. (2012) Parcellation of human inferior parietal lobule based on diffusion MRI. Conf Proc IEEE Eng Med Biol Soc 2012: 3219-3222.
62. Cui Y, Jiao Y, Chen Y.C., Wang K., Gao B, et al. (2014) Altered spontaneous brain activity in type 2 diabetes: a resting-state functional MRI study. Diabetes 63: 749-760.
63. Whitmer RA (2007) Type 2 diabetes and risk of cognitive impairment and dementia. Curr Neurol Neurosci Rep 7: 373-380.