Skip to main content

The Default Network of the Brain

  • Chapter
  • First Online:
PET and SPECT in Neurology

Abstract

There is increasing interest in measuring large-scale functional-anatomic brain networks. This is fueled by the continued development over the last two decades of novel sophisticated neuroimaging procedures for assessment of brain networks in humans. Among multiple brain networks, the most frequently investigated system is the so-called default network. This network was originally identified as a set of brain regions consistently deactivated during tasks that require externally oriented attention. Later imaging studies showed that this network is active during internally focused cognitive processes such as moral decision making and planning of future behavior and also that it can reliably be identified during resting conditions. A growing number of studies indicate that various brain disorders are associated with dysfunction of brain networks, leading to the notion that measures of functional network integrity may serve as marker of neurologic and psychiatric disease states. For instance, disconnection of default network regions seems evident in very early stages of Alzheimer’s disease, and a striking topographical overlap has been shown between default network regions and the spatial distribution of different diagnostic markers of Alzheimer’s disease such as amyloid deposition, hypometabolism, and brain atrophy. In this chapter, we summarize the most important milestones from discovery of the default network by means of neuroimaging procedures to promising clinical applications and possible pitfalls of functional network measures.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 229.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 299.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Addis DR, Wong AT, Schacter DL (2007) Remembering the past and imagining the future: common and distinct neural substrates during event construction and elaboration. Neuropsychologia 45:1363–1377

    Article  PubMed Central  PubMed  Google Scholar 

  • Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005) Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360:1001–1013

    Article  PubMed Central  PubMed  Google Scholar 

  • Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Rao SM, Cox RW (1999) Conceptual processing during the conscious resting state. A functional MRI study. J Cogn Neurosci 11:80–95

    Article  CAS  PubMed  Google Scholar 

  • Birn RM, Diamond JB, Smith MA, Bandettini PA (2006) Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. Neuroimage 31:1536–1548

    Article  PubMed  Google Scholar 

  • Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34:537–541

    Article  CAS  PubMed  Google Scholar 

  • Buckner RL, Snyder AZ, Shannon BJ, LaRossa G, Sachs R, Fotenos AF, Sheline YI, Klunk WE, Mathis CA, Morris JC et al (2005) Molecular, structural, and functional characterization of Alzheimer’s disease: evidence for a relationship between default activity, amyloid, and memory. J Neurosci 25:7709–7717

    Article  CAS  PubMed  Google Scholar 

  • Buckner RL, Andrews-Hanna JR, Schacter DL (2008) The brain’s default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1–38

    Article  PubMed  Google Scholar 

  • Buckner RL, Sepulcre J, Talukdar T, Krienen FM, Liu H, Hedden T, Andrews-Hanna JR, Sperling RA, Johnson KA (2009) Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer’s disease. J Neurosci 29:1860–1873

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Bullmore E, Sporns O (2009) Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 10:186–198

    Article  CAS  PubMed  Google Scholar 

  • Bullmore E, Sporns O (2012) The economy of brain network organization. Nat Rev Neurosci 13:336–349

    CAS  PubMed  Google Scholar 

  • Chang C, Glover GH (2009) Relationship between respiration, end-tidal CO(2), and BOLD signals in resting-state fMRI. Neuroimage 47(4):1381–1393

    Article  PubMed Central  PubMed  Google Scholar 

  • Chang C, Glover GH (2010) Time-frequency dynamics of resting-state brain connectivity measured with fMRI. Neuroimage 50:81–98

    Article  PubMed Central  PubMed  Google Scholar 

  • De Luca M, Beckmann CF, De Stefano N, Matthews PM, Smith SM (2006) fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuroimage 29:1359–1367

    Article  PubMed  Google Scholar 

  • Drzezga A, Grimmer T, Peller M, Wermke M, Siebner H, Rauschecker JP, Schwaiger M, Kurz A (2005) Impaired cross-modal inhibition in Alzheimer disease. PLoS Med 2:e288

    Article  PubMed Central  PubMed  Google Scholar 

  • Drzezga A, Becker JA, Van Dijk KRA, Sreenivasan A, Talukdar T, Sullivan C, Schultz AP, Sepulcre J, Putcha D, Greve D et al (2011) Neuronal dysfunction and disconnection of cortical hubs in non-demented subjects with elevated amyloid burden. Brain 134:1635–1646

    Article  PubMed Central  PubMed  Google Scholar 

  • Fair DA, Schlaggar BL, Cohen AL, Miezin FM, Dosenbach NU, Wenger KK, Fox MD, Snyder AZ, Raichle ME, Petersen SE (2007) A method for using blocked and event-related fMRI data to study “resting state” functional connectivity. Neuroimage 35:396–405

    Article  PubMed Central  PubMed  Google Scholar 

  • Fernandez-Espejo D, Soddu A, Cruse D, Palacios EM, Junque C, Vanhaudenhuyse A, Rivas E, Newcombe V, Menon DK, Pickard JD et al (2012) A role for the default mode network in the bases of disorders of consciousness. Ann Neurol 72:335–343

    Article  PubMed  Google Scholar 

  • Filippini N, MacIntosh BJ, Hough MG, Goodwin GM, Frisoni GB, Smith SM, Matthews PM, Beckmann CF, Mackay CE (2009) Distinct patterns of brain activity in young carriers of the APOE-epsilon4 allele. Proc Natl Acad Sci U S A 106:7209–7214

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME (2005) The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 102:9673–9678

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Fox MD and Greicius M (2010) Clinical applications of resting state functional connectivity. Front. Syst. Neurosci. 4:19. doi: 10.3389/fnsys.2010.00019

    Google Scholar 

  • Fransson P (2006) How default is the default mode of brain function? Further evidence from intrinsic BOLD signal fluctuations. Neuropsychologia 44:2836–2845

    Article  PubMed  Google Scholar 

  • Friston KJ (1994) Functional and effective connectivity in neuroimaging: a synthesis. Hum Brain Mapp 2:56–87

    Article  Google Scholar 

  • Friston KJ, Buechel C, Fink GR, Morris J, Rolls E, Dolan RJ (1997) Psychophysiological and modulatory interactions in neuroimaging. Neuroimage 6:218–229

    Article  CAS  PubMed  Google Scholar 

  • Greicius MD, Krasnow B, Reiss AL, Menon V (2003) Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci U S A 100:253–258

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Greicius MD, Srivastava G, Reiss AL, Menon V (2004) Default-mode network activity distinguishes Alzheimer’s disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci U S A 101:4637–4642

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Gusnard DA, Raichle ME, Raichle ME (2001) Searching for a baseline: functional imaging and the resting human brain. Nat Rev Neurosci 2:685–694

    Article  CAS  PubMed  Google Scholar 

  • He Y, Chen Z, Evans A (2008) Structural insights into aberrant topological patterns of large-scale cortical networks in Alzheimer’s disease. J Neurosci 28:4756–4766

    Article  CAS  PubMed  Google Scholar 

  • Hedden T, Van Dijk KRA, Becker JA, Mehta A, Sperling RA, Johnson KA, Buckner RL (2009) Disruption of functional connectivity in clinically normal older adults harboring amyloid burden. J Neurosci 29:12686–12694

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Heiss WD (2009) The potential of PET/MR for brain imaging. Eur J Nucl Med Mol Imaging 36(Suppl 1):S105–S112

    Article  PubMed  Google Scholar 

  • Horwitz B, Duara R, Rapoport SI (1984) Intercorrelations of glucose metabolic rates between brain regions: application to healthy males in a state of reduced sensory input. J Cereb Blood Flow Metab 4:484–499

    Article  CAS  PubMed  Google Scholar 

  • Klunk WE, Engler H, Nordberg A, Wang Y, Blomqvist G, Holt DP, Bergström M, Savitcheva I, Huang GF, Estrada S, Ausén B, Debnath ML, Barletta J, Price JC, Sandell J, Wall A, Koivisto P, Antoni G, Mathis CA, Långström B (2004) Imaging brain amyloid in Alzheimer’s disease with Pittsburgh Compound-B. Ann Neurol 55:306–319

    Article  CAS  PubMed  Google Scholar 

  • Kwong KK, Belliveau JW, Chesler DA, Goldberg IE, Weisskoff RM, Poncelet BP, Kennedy DN, Hoppel BE, Cohen MS, Turner R et al (1992) Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proc Natl Acad Sci U S A 89:5675–5679

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Liu H, Buckner RL, Talukdar T, Tanaka N, Madsen JR, Stufflebeam SM (2009) Task-free presurgical mapping using functional magnetic resonance imaging intrinsic activity. J Neurosurg 111(4):746–754

    Article  PubMed Central  PubMed  Google Scholar 

  • Lustig C, Snyder AZ, Bhakta M, O’Brien KC, McAvoy M, Raichle ME, Morris JC, Buckner RL (2003) Functional deactivations: change with age and dementia of the Alzheimer type. Proc Natl Acad Sci U S A 100:14504–14509

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Marsden PK, Strul D, Keevil SF, Williams SC, Cash D (2002) Simultaneous PET and NMR. Br J Radiol 75(Spec No):S53–S59

    PubMed  Google Scholar 

  • Mathis CA, Wang Y, Klunk WE (2004) Imaging beta-amyloid plaques and neurofibrillary tangles in the aging human brain. Curr Pharm Des 10:1469–1492

    Article  CAS  PubMed  Google Scholar 

  • McIntosh AR (1999) Mapping cognition to the brain through neural interactions. Memory 7:523–548

    Article  CAS  PubMed  Google Scholar 

  • McKiernan KA, Kaufman JN, Kucera-Thompson J, Binder JR (2003) A parametric manipulation of factors affecting task-induced deactivation in functional neuroimaging. J Cogn Neurosci 15:394–408

    Article  PubMed  Google Scholar 

  • McLaren DG, Ries ML, Xu G, Johnson SC (2012) A generalized form of context-dependent psychophysiological interactions (gPPI): a comparison to standard approaches. Neuroimage 61:1277–1286

    Article  PubMed Central  PubMed  Google Scholar 

  • Mitchell JP, Macrae CN, Banaji MR (2006) Dissociable medial prefrontal contributions to judgments of similar and dissimilar others. Neuron 50:655–663

    Article  CAS  PubMed  Google Scholar 

  • Morbelli S, Drzezga A, Perneczky R, Frisoni GB, Caroli A, van Berckel BN, Ossenkoppele R, Guedj E, Didic M, Brugnolo A et al (2012) Resting metabolic connectivity in prodromal Alzheimer’s disease. A European Alzheimer Disease Consortium (EADC) project. Neurobiol Aging 33:2533–2550

    Article  PubMed  Google Scholar 

  • Mormino EC, Smiljic A, Hayenga AO, Onami SH, Greicius MD, Rabinovici GD, Janabi M, Baker SL, Yen IV, Madison CM et al (2011) Relationships between beta-amyloid and functional connectivity in different components of the default mode network in aging. Cereb Cortex 21(10):2399–2407

    Article  PubMed Central  PubMed  Google Scholar 

  • Ogawa S, Tank DW, Menon RS, Ellermann JM, Kim SG, Merkle H, Ugurbil K (1992) Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc Natl Acad Sci U S A 89:5951–5955

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:2142–2154

    Article  PubMed Central  PubMed  Google Scholar 

  • Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL (2001) A default mode of brain function. Proc Natl Acad Sci U S A 98:676–682

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52:1059–1069

    Article  PubMed  Google Scholar 

  • Satterthwaite TD, Wolf DH, Loughead J, Ruparel K, Elliott MA, Hakonarson H, Gur RC, Gur RE (2012) Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth. Neuroimage 60:623–632

    Article  PubMed Central  PubMed  Google Scholar 

  • Schacter DL, Addis DR, Buckner RL (2007) Remembering the past to imagine the future: the prospective brain. Nat Rev Neurosci 8:657–661

    Article  CAS  PubMed  Google Scholar 

  • Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AL, Greicius MD (2007) Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 27:2349–2356

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD (2009) Neurodegenerative diseases target large-scale human brain networks. Neuron 62:42–52

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Sepulcre J, Liu H, Talukdar T, Martincorena I, Yeo BT, Buckner RL (2010) The organization of local and distant functional connectivity in the human brain. PLoS Comput Biol 6:e1000808

    Article  PubMed Central  PubMed  Google Scholar 

  • Setsompop K, Gagoski BA, Polimeni JR, Witzel T, Wedeen VJ, Wald LL (2012). Blipped-controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g-factor penalty. Magn Reson Med. 67(5):1210–24

    Google Scholar 

  • Shehzad Z, Kelly AM, Reiss PT, Gee DG, Gotimer K, Uddin LQ, Lee SH, Margulies DS, Roy AK, Biswal BB et al (2009) The resting brain: unconstrained yet reliable. Cereb Cortex 19:2209–2229

    Article  PubMed Central  PubMed  Google Scholar 

  • Sheline YI, Raichle ME, Snyder AZ, Morris JC, Head D, Wang S, Mintun MA (2010) Amyloid plaques disrupt resting state default mode network connectivity in cognitively normal elderly. Biol Psychiatry 67:584–587

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Shenhav A, Greene JD (2012) Moral judgments recruit domain-general valuation mechanisms to integrate representations of probability and magnitude. Neuron 67:667–677

    Article  Google Scholar 

  • Shulman GL, Fiez JA, Corbetta M, Buckner RL, Miezin FM, Raichle ME, Petersen SE (1997) Common blood flow changes across visual tasks: II.: Decreases in cerebral cortex. J Cogn Neurosci 9:648–663

    Google Scholar 

  • Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE, Filippini N, Watkins KE, Toro R, Laird AR et al (2009) Correspondence of the brain’s functional architecture during activation and rest. Proc Natl Acad Sci U S A 106:13040–13045

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Smith SM, Miller KL, Moeller S, Xu J, Auerbach EJ, Woolrich MW, Beckmann CF, Jenkinson M, Andersson J, Glasser MF et al (2011) Temporally-independent functional modes of spontaneous brain activity. Proc Natl Acad Sci U S A 109:3131–3136

    Article  Google Scholar 

  • Sorg C, Riedl V, Muhlau M, Calhoun VD, Eichele T, Laer L, Drzezga A, Forstl H, Kurz A, Zimmer C et al (2007) Selective changes of resting-state networks in individuals at risk for Alzheimer’s disease. Proc Natl Acad Sci U S A 104:18760–18765

    Google Scholar 

  • Sperling RA, Laviolette PS, O’Keefe K, O’Brien J, Rentz DM, Pihlajamaki M, Marshall G, Hyman BT, Selkoe DJ, Hedden T et al (2009) Amyloid deposition is associated with impaired default network function in older persons without dementia. Neuron 63:178–188

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Sperling RA, Aisen PS, Beckett LA, Bennett DA, Craft S, Fagan AM, Iwatsubo T, Jack CR Jr, Kaye J, Montine TJ et al (2011) Toward defining the preclinical stages of Alzheimer’s disease: recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement 7:280–292

    Article  PubMed Central  PubMed  Google Scholar 

  • Stam CJ, Reijneveld JC (2007) Graph theoretical analysis of complex networks in the brain. Nonlinear Biomed Phys 1:3

    Article  PubMed Central  PubMed  Google Scholar 

  • Tomasi D, Volkow ND (2010) Functional connectivity density mapping. Proc Natl Acad Sci U S A 107:9885–9890

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Triantafyllou C, Hoge RD, Krueger G, Wiggins CJ, Potthast A, Wiggins GC, Wald LL (2005) Comparison of physiological noise at 1.5 T, 3 T and 7 T and optimization of fMRI acquisition parameters. Neuroimage 26:243–250

    Article  CAS  PubMed  Google Scholar 

  • van den Heuvel MP, Stam CJ, Boersma M, Hulshoff Pol HE (2008) Small-world and scale-free organization of voxel-based resting-state functional connectivity in the human brain. Neuroimage 43:528–539

    Article  PubMed  Google Scholar 

  • Van Dijk KRA, Hedden T, Venkataraman A, Evans KC, Lazar SW, Buckner RL (2010) Intrinsic functional connectivity as a tool for human connectomics: theory, properties, and optimization. J Neurophysiol 103:297–321

    Article  PubMed Central  PubMed  Google Scholar 

  • Van Dijk KRA, Sabuncu MR, Buckner RL (2012a) The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59:431–438

    Article  PubMed Central  PubMed  Google Scholar 

  • Van Dijk KRA, Triantafyllou C, Keil B, Hedden T, Wald LL , Buckner RL (2012b) Detailed anatomical localization of intrinsic connectivity networks using high spatial resolution fMRI at 7 Tesla. In: Neuroscience meeting planner. Program No. 79.13. 2012, New Orleans

    Google Scholar 

  • Vincent JL, Kahn I, Snyder AZ, Raichle ME, Buckner RL (2008) Evidence for a frontoparietal control system revealed by intrinsic functional connectivity. J Neurophysiol 100:3328–3342

    Article  PubMed Central  PubMed  Google Scholar 

  • Ward A, Schultz AP, Huijbers W, Van Dijk KRA, Hedden T, Sperling RA (2014) The Parahippocampal Gyrus links the default mode cortical network with the medial temporal lobe memory system. Hum Brain Mapp 35(3):1061–1073

    Article  PubMed Central  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Koene R. A. Van Dijk PhD .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Van Dijk, K.R.A., Drzezga, A. (2014). The Default Network of the Brain. In: Dierckx, R., Otte, A., de Vries, E., van Waarde, A., Leenders, K. (eds) PET and SPECT in Neurology. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54307-4_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-54307-4_8

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-54306-7

  • Online ISBN: 978-3-642-54307-4

  • eBook Packages: MedicineMedicine (R0)

Publish with us

Policies and ethics