Working memory circuit as a function of increasing age in healthy adolescence: A systematic review and meta-analyses

NeuroImage: Clinical

Volumn 12, Issue , 2015, Pages 940-948

  Andre, Julia ^a   Picchioni, Marco ^b,c   Zhang, Ruibin ^a   Toulopoulou, Timothea ^a,c,d,e  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b St Andrew's Academic Centre   (United Kingdom)

^c KING'S COLLEGE LONDON   (United Kingdom)

^d UNIVERSITY OF HONG KONG   (Hong Kong)

^e BILKENT UNIVERSITY   (Turkey)

Author keywords

Brain activation; fMRI; Neurodevelopment; Neurodevelopmental disorders; Schizophrenia; Working memory

Indexed keywords

ADOLESCENCE; ADOLESCENT; AGE; ARTICLE; CINGULATE GYRUS; COCHRANE LIBRARY; COGNITIVE DEVELOPMENT; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HUMAN; MEDLINE; MIDDLE FRONTAL GYRUS; OUTCOME ASSESSMENT; PARIETAL GYRUS; PRECUNEUS; PRIORITY JOURNAL; PSYCINFO; SYSTEMATIC REVIEW; TASK PERFORMANCE; WORKING MEMORY; ADOLESCENT DEVELOPMENT; ADULT; AGING; BRAIN; BRAIN MAPPING; CHILD; FEMALE; GROWTH, DEVELOPMENT AND AGING; MALE; META ANALYSIS; NERVE TRACT; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; SHORT TERM MEMORY; YOUNG ADULT;

ADOLESCENT; ADOLESCENT DEVELOPMENT; ADULT; AGING; BRAIN; BRAIN MAPPING; CHILD; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; MEMORY, SHORT-TERM; NEURAL PATHWAYS; YOUNG ADULT;

EID: 84955453031     PISSN: None     EISSN: 22131582     Source Type: Journal    
DOI: 10.1016/j.nicl.2015.12.002     Document Type: Article

References (66)

1. Baddeley, A., Recent developments in working memory. Curr. Opin. Neurobiol. 8:2 (1998), 234–238 (Retrieved from http://www.sciencedirect.com/science/article/pii/S0959438898801451).
2. Brahmbhatt, S.B., White, D.A., Barch, D.M., Developmental differences in sustained and transient activity underlying working memory. Brain Res. 1354 (2010), 140–151, 10.1016/j.brainres.2010.07.055.
3. Brenhouse, H.C., Andersen, S.L., Developmental trajectories during adolescence in males and females: a cross-species understanding of underlying brain changes. Neurosci. Biobehav. Rev. 35:8 (2011), 1687–1703, 10.1016/j.neubiorev.2011.04.013.
4. Bunge, S.A., Wright, S.B., Neurodevelopmental changes in working memory and cognitive control. Curr. Opin. Neurobiol. 17:2 (2007), 243–250, 10.1016/j.conb.2007.02.005.
5. Burgund, E.D., Lugar, H.M., Miezin, F.M., Schlaggar, B.L., Petersen, S.E., The development of sustained and transient neural activity. Neuroimage 29:3 (2006), 812–821, 10.1016/j.neuroimage.2005.08.056.
6. Catts, V.S., Fung, S.J., Long, L.E., Joshi, D., Vercammen, A., Allen, K.M.,.. Shannon Weickert, C., Rethinking schizophrenia in the context of normal neurodevelopment. Front. Cell. Neurosci., 7, 2013, 60, 10.3389/fncel.2013.00060.
7. Cavanna, A.E., Trimble, M.R., The precuneus: a review of its functional anatomy and behavioural correlates. Brain 129:Pt 3 (2006), 564–583, 10.1093/brain/awl004.
8. Ciesielski, K.T., Lesnik, P.G., Savoy, R.L., Grant, E.P., Ahlfors, S.P., Developmental neural networks in children performing a Categorical N-Back Task. Neuroimage 33:3 (2006), 980–990, 10.1016/j.neuroimage.2006.07.028.
9. Durston, S., Davidson, M.C., Tottenham, N., Galvan, A., Spicer, J., Fossella, J.A., Casey, B.J., A shift from diffuse to focal cortical activity with development. Dev. Sci. 9:1 (2006), 1–8, 10.1111/j.1467-7687.2005.00454.x.
10. Eickhoff, S.B., Bzdok, D., Laird, A.R., Kurth, F., Fox, P.T., Activation likelihood estimation meta-analysis revisited. Neuroimage 59:3 (2012), 2349–2361, 10.1016/j.neuroimage.2011.09.017.
11. Finn, A.S., Sheridan, M.A., Kam, C.L., Hinshaw, S., D'Esposito, M., Longitudinal evidence for functional specialization of the neural circuit supporting working memory in the human brain. J. Neurosci. 30:33 (2010), 11062–11067, 10.1523/JNEUROSCI.6266-09.2010.
12. Fletcher, P.C., Henson, R.N., Frontal lobes and human memory: insights from functional neuroimaging. Brain 124:Pt 5 (2001), 849–881 (Retrieved from http://brain.oxfordjournals.org/content/brain/124/5/849.full.pdf).
13. Funahashi, S., Takeda, K., Information processes in the primate prefrontal cortex in relation to working memory processes. Rev. Neurosci. 13:4 (2002), 313–345.
14. Garon, N., Bryson, S.E., Smith, I.M., Executive function in preschoolers: a review using an integrative framework. Psychol. Bull. 134:1 (2008), 31–60, 10.1037/0033-2909.134.1.31.
15. Geier, C.F., Garver, K., Terwilliger, R., Luna, B., Development of working memory maintenance. J. Neurophysiol. 101:1 (2009), 84–99, 10.1152/jn.90562.2008.
16. Haxby, J.V., Petit, L., Ungerleider, L.G., Courtney, S.M., Distinguishing the functional roles of multiple regions in distributed neural systems for visual working memory. Neuroimage 11:2 (2000), 145–156, 10.1006/nimg.1999.0527.
17. Hill, A.C., Laird, A.R., Robinson, J.L., Gender differences in working memory networks: a BrainMap meta-analysis. Biol. Psychol. 102 (2014), 18–29, 10.1016/j.biopsycho.2014.06.008.
18. Hirshorn, E.A., Thompson-Schill, S.L., Role of the left inferior frontal gyrus in covert word retrieval: neural correlates of switching during verbal fluency. Neuropsychologia 44:12 (2006), 2547–2557, 10.1016/j.neuropsychologia.2006.03.035.
19. Jennings, R.G., Van Horn, J.D., Publication bias in neuroimaging research: implications for meta-analyses. Neuroinformatics 10:1 (2012), 67–80, 10.1007/s12021-011-9125-y.
20. Klingberg, T., Development of a superior frontal–intraparietal network for visuo-spatial working memory. Neuropsychologia 44:11 (2006), 2171–2177, 10.1016/j.neuropsychologia.2005.11.019.
21. Klingberg, T., Forssberg, H., Westerberg, H., Increased brain activity in frontal and parietal cortex underlies the development of visuospatial working memory capacity during childhood. J. Cogn. Neurosci. 14:1 (2002), 1–10, 10.1162/089892902317205276.
22. Kwon, H., Reiss, A.L., Menon, V., Neural basis of protracted developmental changes in visuo-spatial working memory. Proc. Natl. Acad. Sci. U. S. A. 99:20 (2002), 13336–13341, 10.1073/pnas.162486399.
23. Kwon, Y.J., Lee, J.K., Shin, D.H., Jeong, J.S., Changes in brain activation induced by the training of hypothesis generation skills: an fMRI study. Brain Cogn. 69:2 (2009), 391–397, 10.1016/j.bandc.2008.08.032.
24. Lancaster, J.L., Tordesillas-Gutierrez, D., Martinez, M., Salinas, F., Evans, A., Zilles, K.,.. Fox, P.T., Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Hum. Brain Mapp. 28:11 (2007), 1194–1205, 10.1002/hbm.20345.
25. Lancaster, J.L., Cykowski, M.D., McKay, D.R., Kochunov, P.V., Fox, P.T., Rogers, W.,.. Mazziotta, J., Anatomical global spatial normalization. Neuroinformatics 8:3 (2010), 171–182, 10.1007/s12021-010-9074-x.
26. Leech, R., Sharp, D.J., The role of the posterior cingulate cortex in cognition and disease. Brain 137:Pt 1 (2014), 12–32, 10.1093/brain/awt162.
27. Liu, J., Zhang, M., Jou, J., Wu, X., Li, W., Qiu, J., Neural bases of falsification in conditional proposition testing: evidence from an fMRI study. Int. J. Psychophysiol. 85:2 (2012), 249–256, 10.1016/j.ijpsycho.2012.02.011.
28. Luciana, M., Conklin, H.M., Hooper, C.J., Yarger, R.S., The development of nonverbal working memory and executive control processes in adolescents. Child Dev. 76:3 (2005), 697–712, 10.1111/j.1467-8624.2005.00872.x.
29. Luna, B., Thulborn, K.R., Munoz, D.P., Merriam, E.P., Garver, K.E., Minshew, N.J.,.. Sweeney, J.A., Maturation of widely distributed brain function subserves cognitive development. Neuroimage 13:5 (2001), 786–793, 10.1006/nimg.2000.0743.
30. Mark, W., Toulopoulou, T., Cognitive intermediate phenotype and genetic risk for psychosis. Curr. Opin. Neurobiol. 36 (2016), 23–30, 10.1016/j.conb.2015.08.008.
31. Meyer-Lindenberg, A., From maps to mechanisms through neuroimaging of schizophrenia. Nature 468:7321 (2010), 194–202, 10.1038/nature09569.
32. Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G., Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ, 339, 2009, b2535, 10.1136/bmj.b2535.
33. Nachev, P., Kennard, C., Husain, M., Functional role of the supplementary and pre-supplementary motor areas. Nat. Rev. Neurosci. 9:11 (2008), 856–869, 10.1038/nrn2478.
34. Nagel, B.J., Herting, M.M., Maxwell, E.C., Bruno, R., Fair, D., Hemispheric lateralization of verbal and spatial working memory during adolescence. Brain Cogn 82:1 (2013), 58–68, 10.1016/j.bandc.2013.02.007.
35. Nagy, Z., Westerberg, H., Klingberg, T., Maturation of white matter is associated with the development of cognitive functions during childhood. J. Cogn. Neurosci. 16:7 (2004), 1227–1233, 10.1162/0898929041920441.
36. O'Hare, E.D., Lu, L.H., Houston, S.M., Bookheimer, S.Y., Sowell, E.R., Neurodevelopmental changes in verbal working memory load-dependency: an fMRI investigation. Neuroimage 42:4 (2008), 1678–1685, 10.1016/j.neuroimage.2008.05.057.
37. Olesen, P.J., Nagy, Z., Westerberg, H., Klingberg, T., Combined analysis of DTI and fMRI data reveals a joint maturation of white and grey matter in a fronto-parietal network. Cogn. Brain Res. 18:1 (2003), 48–57, 10.1016/j.cogbrainres.2003.09.003.
38. Olesen, P.J., Macoveanu, J., Tegner, J., Klingberg, T., Brain activity related to working memory and distraction in children and adults. Cereb Cortex 17:5 (2007), 1047–1054, 10.1093/cercor/bhl014.
39. Owen, A.M., The role of the lateral frontal cortex in mnemonic processing: the contribution of functional neuroimaging. Exp. Brain Res. 133:1 (2000), 33–43.
40. Owen, A.M., McMillan, K.M., Laird, A.R., Bullmore, E., N-back working memory paradigm: a meta-analysis of normative functional neuroimaging studies. Hum. Brain Mapp. 25:1 (2005), 46–59, 10.1002/hbm.20131.
41. Park, S., Gooding, D.C., Working memory impairment as an endophenotypic marker of a schizophrenia diathesis. Schizophr. Res. Cogn. 1:3 (2014), 127–136, 10.1016/j.scog.2014.09.005.
42. Paus, T., Keshavan, M., Giedd, J.N., Why do many psychiatric disorders emerge during adolescence?. Nat. Rev. Neurosci. 9:12 (2008), 947–957, 10.1038/nrn2513.
43. Pearson, J.M., Heilbronner, S.R., Barack, D.L., Hayden, B.Y., Platt, M.L., Posterior cingulate cortex: adapting behavior to a changing world. Trends Cogn. Sci. 15:4 (2011), 143–151, 10.1016/j.tics.2011.02.002.
44. Petrides, M., Lateral prefrontal cortex: architectonic and functional organization. Philos. Trans. R. Soc. Lond. B Biol. Sci. 360:1456 (2005), 781–795, 10.1098/rstb.2005.1631.
45. Picard, N., Strick, P.L., Imaging the premotor areas. Curr. Opin. Neurobiol. 11:6 (2001), 663–672 (Retrieved from http://www.sciencedirect.com/science/article/pii/S0959438801002665).
46. Ramnani, N., Owen, A.M., Anterior prefrontal cortex: insights into function from anatomy and neuroimaging. Nat. Rev. Neurosci. 5:3 (2004), 184–194, 10.1038/nrn1343.
47. Ravizza, S.M., Delgado, M.R., Chein, J.M., Becker, J.T., Fiez, J.A., Functional dissociations within the inferior parietal cortex in verbal working memory. Neuroimage 22:2 (2004), 562–573, 10.1016/j.neuroimage.2004.01.039.
48. Reverberi, C., Cherubini, P., Frackowiak, R.S., Caltagirone, C., Paulesu, E., Macaluso, E., Conditional and syllogistic deductive tasks dissociate functionally during premise integration. Hum. Brain Mapp. 31:9 (2010), 1430–1445, 10.1002/hbm.20947.
49. Rodriguez, J., Paule, M., Working memory delayed response tasks in monkeys. Buccafusco, J.J., (eds.) Methods of Behavior Analysis in Neuroscience. Chapter 12, 2nd edition, 2009, CRC Press, Boca Raton (FL).
50. Rottschy, C., Langner, R., Dogan, I., Reetz, K., Laird, A.R., Schulz, J.B.,.. Eickhoff, S.B., Modelling neural correlates of working memory: a coordinate-based meta-analysis. Neuroimage 60:1 (2012), 830–846, 10.1016/j.neuroimage.2011.11.050.
51. Satterthwaite, T.D., Wolf, D.H., Erus, G., Ruparel, K., Elliott, M.A., Gennatas, E.D.,.. Gur, R.E., Functional maturation of the executive system during adolescence. J. Neurosci. 33:41 (2013), 16249–16261, 10.1523/JNEUROSCI.2345-13.2013.
52. Scherf, K.S., Sweeney, J.A., Luna, B., Brain basis of developmental change in visuospatial working memory. J. Cogn. Neurosci. 18:7 (2006), 1045–1058, 10.1162/jocn.2006.18.7.1045.
53. Schubotz, R.I., von Cramon, D.Y., Functional–anatomical concepts of human premotor cortex: evidence from fMRI and PET studies. Neuroimage 20:Suppl. 1 (2003), S120–S131 (Retrieved from http://www.sciencedirect.com/science/article/pii/S1053811903005330).
54. Schweinsburg, A.D., Nagel, B.J., Tapert, S.F., fMRI reveals alteration of spatial working memory networks across adolescence. J. Int. Neuropsychol. Soc. 11:5 (2005), 631–644, 10.1017/s1355617705050757.
55. Seitz, R.J., Franz, M., Azari, N.P., Value judgments and self-control of action: the role of the medial frontal cortex. Brain Res. Rev. 60:2 (2009), 368–378, 10.1016/j.brainresrev.2009.02.003.
56. Small, S.L., Burton, M.W., Functional magnetic resonance imaging studies of language. Curr. Neurol. Neurosci. Rep. 2:6 (2002), 505–510.
57. Smith, E.E., Jonides, J., Neuroimaging analyses of human working memory. Proc. Natl. Acad. Sci. U. S. A. 95:20 (1998), 12061–12068 (Retrieved from http://www.ncbi.nlm.nih.gov/pmc/articles/PMC21765/pdf/pq012061.pdf).
58. Sternberg, S., Memory-scanning: mental processes revealed by reaction-time experiments. Am. Sci. 57:4 (1969), 421–457.
59. Thomas, K.M., King, S.W., Franzen, P.L., Welsh, T.F., Berkowitz, A.L., Noll, D.C.,.. Casey, B.J., A developmental functional MRI study of spatial working memory. Neuroimage 10:3 Pt 1 (1999), 327–338, 10.1006/nimg.1999.0466.
60. Thomason, M.E., Race, E., Burrows, B., Whitfield-Gabrieli, S., Glover, G.H., Gabrieli, J.D., Development of spatial and verbal working memory capacity in the human brain. J Cogn Neurosci 21:2 (2009), 316–332, 10.1162/jocn.2008.21028.
61. Toulopoulou, T., Picchioni, M., Rijsdijk, F., Hua-Hall, M., Ettinger, U., Sham, P., Murray, R., Substantial genetic overlap between neurocognition and schizophrenia: genetic modeling in twin samples. Arch. Gen. Psychiatry 64:12 (2007), 1348–1355, 10.1001/archpsyc.64.12.1348.
62. Turkeltaub, P.E., Eden, G.F., Jones, K.M., Zeffiro, T.A., Meta-analysis of the functional neuroanatomy of single-word reading: method and validation. Neuroimage 16:3 Pt 1 (2002), 765–780 (Retrieved from http://www.sciencedirect.com/science/article/pii/S1053811902911316).
63. Turkeltaub, P.E., Eickhoff, S.B., Laird, A.R., Fox, M., Wiener, M., Fox, P., Minimizing within-experiment and within-group effects in activation likelihood estimation meta-analyses. Hum. Brain Mapp. 33:1 (2012), 1–13, 10.1002/hbm.21186.
64. Velanova, K., Wheeler, M.E., Luna, B., The maturation of task set-related activation supports late developmental improvements in inhibitory control. J. Neurosci. 29:40 (2009), 12558–12567, 10.1523/jneurosci.1579-09.2009.
65. Wager, T.D., Smith, E.E., Neuroimaging studies of working memory: a meta-analysis. Cogn. Affect. Behav. Neurosci. 3:4 (2003), 255–274.
66. Wager, T.D., Jonides, J., Reading, S., Neuroimaging studies of shifting attention: a meta-analysis. Neuroimage 22:4 (2004), 1679–1693, 10.1016/j.neuroimage.2004.03.052.