PCC characteristics at rest in 10-year memory decliners

Neurobiology of Aging

Volumn 36, Issue 10, 2015, Pages 2812-2820

  Bernard, Charlotte ^a,b,c   Dilharreguy, Bixente ^a,b   Helmer, Catherine ^a,d,e   Chanraud, Sandra ^a,b,c   Amieva, Hélène ^a,d   Dartigues, Jean François ^a,d,f   Allard, Michèle ^a,b,c   Catheline, Gwénaëlle ^a,b,c  

^a UNIVERSITÉ DE BORDEAUX   (France)

^b CNRS   (France)

^c PSL RESEARCH UNIVERSITY   (France)

^d INSERM   (France)

^e Centre of Clinical Investigation Clinical Epidemiology   (France)

^f Hospital and University Centre   (France)

Author keywords

Aging; Graph theory; Memory decline; NBS; PCC; Resting state fMRI

Indexed keywords

AGED; ARTICLE; BRAIN FUNCTION; CLINICAL ARTICLE; DEFAULT MODE NETWORK; EPISODIC MEMORY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; MALE; MEMORY DISORDER; MEMORY TEST; NEUROIMAGING; POSTERIOR CINGULATE; PRIORITY JOURNAL; RESTING STATE NETWORK; AGING; ALZHEIMER DISEASE; CINGULATE GYRUS; COHORT ANALYSIS; LONGITUDINAL STUDY; MEMORY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; PHYSIOLOGY; PSYCHOLOGY; REST; TIME FACTOR; VERY ELDERLY;

AGED; AGED, 80 AND OVER; AGING; ALZHEIMER DISEASE; COHORT STUDIES; FEMALE; GYRUS CINGULI; HUMANS; LONGITUDINAL STUDIES; MAGNETIC RESONANCE IMAGING; MALE; MEMORY; NEUROIMAGING; REST; TIME FACTORS;

EID: 84940957653     PISSN: 01974580     EISSN: 15581497     Source Type: Journal    
DOI: 10.1016/j.neurobiolaging.2015.07.002     Document Type: Article

References (81)

1. Achard S., Bullmore E. Efficiency and cost of economical brain functional networks. PLoS Comput. Biol. 2007, 3:e17.
2. Achard S., Delon-Martin C., Vértes P.E., Renard F., Schenck M., Schneider F., Heinrich C., Kremer S., Bullmore E.T. Hubs of brain functional networks are radically reorganized in comatose patients. Proc. Natl. Acad. Sci. U. S. A. 2012, 109:20608-20613.
3. Ashburner J., Friston K.J. Voxel-based morphometry-the methods. Neuroimage 2000, 11:805-821.
4. Bäckman L., Small B.J., Fratiglioni L. Stability of the preclinical episodic memory deficit in Alzheimer's disease. Brain 2001, 124:96-102.
5. Bai F., Watson D.R., Yu H., Shi Y., Yuan Y., Zhang Z. Abnormal resting-state functional connectivity of posterior cingulate cortex in amnestic type mild cognitive impairment. Brain Res. 2009, 1302:167-174.
6. Benton A. Manuel pour l'application du test de rétention visuelle. Applications cliniques et expérimentales 1965, (in French), Centre de Psychologie appliquée, Paris, France, Available at:, Accessed August 23, 2012. http://www.ncbi.nlm.nih.gov/pubmed?term=Manuel%20pour%20l%27application%20du%20test%20de%20r%C3%A9tention%20visuelle.%20Applications%20cliniques%20et%20exp%C3%A9rimentales.
7. Brier M.R., Thomas J.B., Fagan A.M., Hassenstab J., Holtzman D.M., Benzinger T.L., Morris J.C., Ances B.M. Functional connectivity and graph theory in preclinical Alzheimer's disease. Neurobiol. Aging 2014, 35:757-768.
8. Brodaty H., Heffernan M., Kochan N.A., Draper B., Trollor J.N., Reppermund S., Slavin M.J., Sachdev P.S. Mild cognitive impairment in a community sample: the Sydney Memory and Ageing Study. Alzheimers Dement. 2013, 9:310-317.e1.
9. Buckner R.L., Sepulcre J., Talukdar T., Krienen F.M., Liu H., Hedden T., Andrews-Hanna J.R., Sperling R.A., Johnson K.A. Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease. J. Neurosci. 2009, 29:1860-1873.
10. Bucur B., Madden D.J., Spaniol J., Provenzale J.M., Cabeza R., White L.E., Huettel S.A. Age-related slowing of memory retrieval: contributions of perceptual speed and cerebral white matter integrity. Neurobiol. Aging 2008, 29:1070-1079. http://dx.doi.org/10.1016/j.neurobiolaging.2007.02.008.
11. Buldú J.M., Bajo R., Maestú F., Castellanos N., Leyva I., Gil P., Sendiña-Nadal I., Almendral J.A., Nevado A., del-Pozo F., Boccaletti S. Reorganization of functional networks in mild cognitive impairment. PLoS One 2011, 6:e19584.
12. Bullmore E., Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat. Rev. Neurosci. 2009, 10:186-198.
13. Bzdok D., Heeger A., Langner R., Laird A.R., Fox P.T., Palomero-Gallagher N., Vogt B.A., Zilles K., Eickhoff S.B. Subspecialization in the human posterior medial cortex. Neuroimage 2015, 106:55-71.
14. Cabeza R., Anderson N.D., Locantore J.K., McIntosh A.R. Aging gracefully: compensatory brain activity in high-performing older adults. Neuroimage 2002, 17:1394-1402.
15. Cabeza R., Ciaramelli E., Olson I.R., Moscovitch M. The parietal cortex and episodic memory: an attentional account. Nat. Rev. Neurosci. 2008, 9:613-625.
16. Craik F.I. Changes in memory with normal aging: a functional view. Adv. Neurol. 1990, 51:201-205.
17. Daselaar S.M., Veltman D.J., Rombouts S.A.R.B., Raaijmakers J.G.W., Jonker C. Neuroanatomical correlates of episodic encoding and retrieval in young and elderly subjects. Brain 2003, 126:43-56.
18. Davidson P.S.R., Anaki D., Ciaramelli E., Cohn M., Kim A.S.N., Murphy K.J., Troyer A.K., Moscovitch M., Levine B. Does lateral parietal cortex support episodic memory? Evidence from focal lesion patients. Neuropsychologia 2008, 46:1743-1755.
19. Folstein M.F., Folstein S.E., McHugh P.R. "Mini-mental state." A practical method for grading the cognitive state of patients for the clinician. J. Psychiatr. Res. 1975, 12:189-198.
20. Golomb J., Kluger A., de Leon M.J., Ferris S.H., Mittelman M., Cohen J., George A.E. Hippocampal formation size predicts declining memory performance in normal aging. Neurology 1996, 47:810-813.
21. Grady C. The cognitive neuroscience of ageing. Nat. Rev. Neurosci. 2012, 13:491-505.
22. Greicius M.D., Krasnow B., Reiss A.L., Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc. Natl. Acad. Sci. U. S. A. 2003, 100:253-258.
23. Grober E., Buschke H., Crystal H., Bang S., Dresner R. Screening for dementia by memory testing. Neurology 1988, 38:900-903.
24. Grober E., Hall C.B., Lipton R.B., Zonderman A.B., Resnick S.M., Kawas C. Memory impairment, executive dysfunction, and intellectual decline in preclinical Alzheimer's disease. J. Int. Neuropsychol. Soc. 2008, 14:266-278.
25. Grober E., Lipton R.B., Hall C., Crystal H. Memory impairment on free and cued selective reminding predicts dementia. Neurology 2000, 54:827-832.
26. Hall C.B., Lipton R.B., Sliwinski M., Stewart W.F. A change point model for estimating the onset of cognitive decline in preclinical Alzheimer's disease. Stat. Med. 2000, 19:1555-1566.
27. He Y., Chen Z., Evans A. Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer's disease. J. Neurosci. 2008, 28:4756-4766.
28. Hedden T., Gabrieli J.D.E. Insights into the ageing mind: a view from cognitive neuroscience. Nat. Rev. Neurosci. 2004, 5:87-96.
29. Hosseini S.M.H., Hoeft F., Kesler S.R. GAT: a graph-theoretical analysis toolbox for analyzing between-group differences in large-scale structural and functional brain networks. PLoS One 2012, 7:e40709.
30. Huijbers W., Vannini P., Sperling R.A., Cabeza R., Daselaar S.M. Explaining the encoding/retrieval flip: memory-related deactivations and activations in the posteromedial cortex. Neuropsychologia 2012, 50:3764-3774.
31. Isaacs B., Kennie A.T. The set test as an aid to the detection of dementia in old people. Br. J. Psychiatry 1973, 123:467-470.
32. Kramer J.H., Mungas D., Reed B.R., Wetzel M.E., Burnett M.M., Miller B.L., Weiner M.W., Chui H.C. Longitudinal MRI and cognitive change in healthy elderly. Neuropsychology 2007, 21:412-418.
33. Larrieu S., Letenneur L., Orgogozo J.M., Fabrigoule C., Amieva H., Le Carret N., Barberger-Gateau P., Dartigues J.F. Incidence and outcome of mild cognitive impairment in a population-based prospective cohort. Neurology 2002, 59:1594-1599.
34. Linn R.T., Wolf P.A., Bachman D.L., Knoefel J.E., Cobb J.L., Belanger A.J., Kaplan E.F., D'Agostino R.B. The "preclinical phase" of probable Alzheimer's disease. A 13-year prospective study of the Framingham cohort. Arch. Neurol. 1995, 52:485-490.
35. Liu Y., Liang M., Zhou Y., He Y., Hao Y., Song M., Yu C., Liu H., Liu Z., Jiang T. Disrupted small-world networks in schizophrenia. Brain 2008, 131:945-961.
36. Liu Z., Zhang Y., Yan H., Bai L., Dai R., Wei W., Zhong C., Xue T., Wang H., Feng Y., You Y., Zhang X., Tian J. Altered topological patterns of brain networks in mild cognitive impairment and Alzheimer's disease: a resting-state fMRI study. Psychiatry Res. 2012, 202:118-125.
37. Lynall M.E., Bassett D.S., Kerwin R., McKenna P.J., Kitzbichler M., Muller U., Bullmore E. Functional connectivity and brain networks in schizophrenia. J. Neurosci. 2010, 30:9477-9487.
38. Matthäus F., Schmidt J.-P., Banerjee A., Schulze T.G., Demirakca T., Diener C. Effects of age on the structure of functional connectivity networks during episodic and working memory demand. Brain Connect. 2012, 2:113-124.
39. McLaren D.G., Sreenivasan A., Diamond E.L., Mitchell M.B., Van Dijk K.R.A., Deluca A.N., O'Brien J.L., Rentz D.M., Sperling R.A., Atri A. Tracking cognitive change over 24 weeks with longitudinal functional magnetic resonance imaging in Alzheimer's disease. Neurodegener. Dis. 2012, 9:176-186.
40. Meunier D., Achard S., Morcom A., Bullmore E. Age-related changes in modular organization of human brain functional networks. Neuroimage 2009, 44:715-723.
41. Miller S.L., Celone K., DePeau K., Diamond E., Dickerson B.C., Rentz D., Pihlajamäki M., Sperling R.A. Age-related memory impairment associated with loss of parietal deactivation but preserved hippocampal activation. Proc. Natl. Acad. Sci. U. S. A. 2008, 105:2181-2186.
42. Morcom A.M., Good C.D., Frackowiak R.S.J., Rugg M.D. Age effects on the neural correlates of successful memory encoding. Brain 2003, 126:213-229.
43. Nielson K.A., Douville K.L., Seidenberg M., Woodard J.L., Miller S.K., Franczak M., Antuono P., Rao S.M. Age-related functional recruitment for famous name recognition: an event-related fMRI study. Neurobiol. Aging 2006, 27:1494-1504.
44. Nilsson L.-G. Memory function in normal aging. Acta Neurol. Scand. Suppl. 2003, 179:7-13.
45. O'Brien J.L., O'Keefe K.M., LaViolette P.S., DeLuca A.N., Blacker D., Dickerson B.C., Sperling R.A. Longitudinal fMRI in elderly reveals loss of hippocampal activation with clinical decline. Neurology 2010, 74:1969-1976.
46. Park D.C., Smith A.D., Lautenschlager G., Earles J.L., Frieske D., Zwahr M., Gaines C.L. Mediators of long-term memory performance across the life span. Psychol. Aging 1996, 11:621-637.
47. Persson J., Nyberg L., Lind J., Larsson A., Nilsson L.-G., Ingvar M., Buckner R.L. Structure-function correlates of cognitive decline in aging. Cereb. Cortex 2006, 16:907-915.
48. Persson J., Pudas S., Lind J., Kauppi K., Nilsson L.-G., Nyberg L. Longitudinal structure-function correlates in elderly reveal MTL dysfunction with cognitive decline. Cereb. Cortex 2012, 22:2297-2304.
49. Qi Z., Wu X., Wang Z., Zhang N., Dong H., Yao L., Li K. Impairment and compensation coexist in amnestic MCI default mode network. Neuroimage 2010, 50:48-55.
50. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U. S. A. 2001, 98:676-682.
51. Raz N., Gunning-Dixon F.M., Head D., Dupuis J.H., Acker J.D. Neuroanatomical correlates of cognitive aging: evidence from structural magnetic resonance imaging. Neuropsychology 1998, 12:95-114.
52. Reitan R. Manual for administration of neuropsychological test batteries for adults and children 1979, Reitan Neuropsychological laboratories, Inc, Tucson, AZ.
53. Ritchie K., Artero S., Touchon J. Classification criteria for mild cognitive impairment: a population-based validation study. Neurology 2001, 56:37-42.
54. Rosano C., Aizenstein H.J., Newman A.B., Venkatraman V., Harris T., Ding J., Satterfield S., Yaffe K. Neuroimaging differences between older adults with maintained versus declining cognition over a 10-year period. Neuroimage 2012, 62:307-313. Health ABC Study.
55. Rosen A.C., Prull M.W., Gabrieli J.D.E., Stoub T., O'Hara R., Friedman L., Yesavage J.A., deToledo-Morrell L. Differential associations between entorhinal and hippocampal volumes and memory performance in older adults. Behav. Neurosci. 2003, 117:1150-1160.
56. Rubinov M., Sporns O. Complex network measures of brain connectivity: uses and interpretations. Neuroimage 2010, 52:1059-1069.
57. Rugg M.D., Vilberg K.L. Brain networks underlying episodic memory retrieval. Curr. Opin. Neurobiol. 2013, 23:255-260.
58. Sala-Llonch R., Junqué C., Arenaza-Urquijo E.M., Vidal-Piñeiro D., Valls-Pedret C., Palacios E.M., Domènech S., Salvà A., Bargalló N., Bartrés-Faz D. Changes in whole-brain functional networks and memory performance in aging. Neurobiol. Aging 2014, 35:2193-2202.
59. Salami A., Eriksson J., Nyberg L. Opposing effects of aging on large-scale brain systems for memory encoding and cognitive control. J. Neurosci. 2012, 32:10749-10757.
60. Salthouse T.A., Ferrer-Caja E. What needs to be explained to account for age-related effects on multiple cognitive variables?. Psychol. Aging 2003, 18:91-110.
61. Sestieri C., Corbetta M., Romani G.L., Shulman G.L. Episodic memory retrieval, parietal cortex, and the default mode network: functional and topographic analyses. J. Neurosci. 2011, 31:4407-4420.
62. Small B.J., Fratiglioni L., Viitanen M., Winblad B., Bäckman L. The course of cognitive impairment in preclinical Alzheimer disease: three- and 6-year follow-up of a population-based sample. Arch. Neurol. 2000, 57:839-844.
63. Sorg C., Riedl V., Mühlau M., Calhoun V.D., Eichele T., Läer L., Drzezga A., Förstl H., Kurz A., Zimmer C., Wohlschläger A.M. Selective changes of resting-state networks in individuals at risk for Alzheimer's disease. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:18760-18765.
64. Squire L.R., Stark C.E.L., Clark R.E. The medial temporal lobe. Annu. Rev. Neurosci. 2004, 27:279-306.
65. Supekar K., Menon V., Rubin D., Musen M., Greicius M.D. Network analysis of intrinsic functional brain connectivity in Alzheimer's disease. PLoS Comput. Biol. 2008, 4:e1000100.
66. Tomasi D., Volkow N.D. Aging and functional brain networks. Mol. Psychiatry 2012, 17:549-558.
67. Tzourio-Mazoyer N., Landeau B., Papathanassiou D., Crivello F., Etard O., Delcroix N., Mazoyer B., Joliot M. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage 2002, 15:273-289.
68. Van den Heuvel M.P., Mandl R.C.W., Stam C.J., Kahn R.S., Hulshoff Pol H.E. Aberrant frontal and temporal complex network structure in schizophrenia: a graph theoretical analysis. J. Neurosci. 2010, 30:15915-15926.
69. Vannini P., Hedden T., Huijbers W., Ward A., Johnson K.A., Sperling R.A. The ups and downs of the posteromedial cortex: age- and amyloid-related functional alterations of the encoding/retrieval flip in cognitively normal older adults. Cereb. Cortex 2013, 23:1317-1328.
70. Vannini P., O'Brien J., O'Keefe K., Pihlajamäki M., Laviolette P., Sperling R.A. What goes down must come up: role of the posteromedial cortices in encoding and retrieval. Cereb. Cortex 2011, 21:22-34.
71. Vincent J.L., Snyder A.Z., Fox M.D., Shannon B.J., Andrews J.R., Raichle M.E., Buckner R.L. Coherent spontaneous activity identifies a hippocampal-parietal memory network. J. Neurophysiol. 2006, 96:3517-3531.
72. Wagner A.D., Shannon B.J., Kahn I., Buckner R.L. Parietal lobe contributions to episodic memory retrieval. Trends Cogn. Sci. 2005, 9:445-453.
73. Wang J., Zuo X., Dai Z., Xia M., Zhao Z., Zhao X., Jia J., Han Y., He Y. Disrupted functional brain connectome in individuals at risk for Alzheimer's disease. Biol. Psychiatry 2013, 73:472-481.
74. Wang L., Laviolette P., O'Keefe K., Putcha D., Bakkour A., Van Dijk K.R.A., Pihlajamäki M., Dickerson B.C., Sperling R.A. Intrinsic connectivity between the hippocampus and posteromedial cortex predicts memory performance in cognitively intact older individuals. Neuroimage 2010, 51:910-917.
75. Wang L., Li H., Liang Y., Zhang J., Li X., Shu N., Wang Y.Y., Zhang Z. Amnestic mild cognitive impairment: topological reorganization of the default-mode network. Radiology 2013, 268:501-514.
76. Wang L., Li Y., Metzak P., He Y., Woodward T.S. Age-related changes in topological patterns of large-scale brain functional networks during memory encoding and recognition. Neuroimage 2010, 50:862-872.
77. Whitfield-Gabrieli S., Nieto-Castanon A. Conn: a functional connectivity toolbox for correlated and anticorrelated brain networks. Brain Connect. 2012, 2:125-141.
78. Yao Z., Zhang Y., Lin L., Zhou Y., Xu C., Jiang T. Abnormal cortical networks in mild cognitive impairment and Alzheimer's disease. PLoS Comput. Biol. 2010, 6:e1001006.
79. Yu C., Zhou Y., Liu Y., Jiang T., Dong H., Zhang Y., Walter M. Functional segregation of the human cingulate cortex is confirmed by functional connectivity based neuroanatomical parcellation. Neuroimage 2011, 54:2571-2581.
80. Zalesky A., Fornito A., Bullmore E.T. Network-based statistic: identifying differences in brain networks. Neuroimage 2010, 53:1197-1207.
81. Vascular factors and risk of dementia: design of the Three-City Study and baseline characteristics of the study population. Neuroepidemiology 2003, 22:316-325. 3C Study Group.