The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites

Developmental Cognitive Neuroscience

Volumn 32, Issue , 2018, Pages 43-54

  Casey, B J ^a,b   Cannonier, Tariq ^a   Conley, May I ^a,b   Cohen, Alexandra O ^b   Barch, Deanna M ^c   Heitzeg, Mary M ^d   Soules, Mary E ^d   Teslovich, Theresa ^b   Dellarco, Danielle V ^b   Garavan, Hugh ^e   Orr, Catherine A ^e   Wager, Tor D ^f   Banich, Marie T ^f   Speer, Nicole K ^f   Sutherland, Matthew T ^g   Riedel, Michael C ^g   Dick, Anthony S ^g   Bjork, James M ^h   Thomas, Kathleen M ⁱ   Chaarani, Bader ^e   Mejia, Margie H ^j   Hagler, Donald J ^j   Daniela Cornejo, M ^j   Sicat, Chelsea S ^j   Harms, Michael P ^c   Dosenbach, Nico U F ^c   Rosenberg, Monica ^a   Earl, Eric ^k   Bartsch, Hauke ^j   Watts, Richard ^e   Polimeni, Jonathan R ^l   Kuperman, Joshua M ^j   Fair, Damien A ^k   Dale, Anders M ^j   more..

^a YALE UNIVERSITY   (United States)

^b WEILL CORNELL MEDICAL COLLEGE   (United States)

^c WASHINGTON UNIVERSITY   (United States)

^d UNIVERSITY OF MICHIGAN HEALTH SYSTEM   (United States)

^e UNIVERSITY OF VERMONT   (United States)

^f UNIVERSITY OF COLORADO   (United States)

^g FLORIDA INTERNATIONAL UNIVERSITY   (United States)

^h VIRGINIA COMMONWEALTH UNIVERSITY   (United States)

ⁱ UNIVERSITY OF MINNESOTA   (United States)

^j UNIVERSITY OF CALIFORNIA   (United States)

^k OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

^l MASSACHUSETTS GENERAL HOSPITAL   (United States)

more..

Author keywords

Addiction; Adolescence; Development; Impulsivity; Memory; Reward

Indexed keywords

ADDICTION; ADOLESCENT; ADOLESCENT DEVELOPMENT; ADOLESCENT HEALTH; AMYGDALA; ANTERIOR CINGULATE; ANTICIPATION; AROUSAL; BRAIN DEVELOPMENT; BRAIN FUNCTION; COGNITIVE DEVELOPMENT; DORSAL STRIATUM; DORSOLATERAL PREFRONTAL CORTEX; EMOTIONALITY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HEAD MOVEMENT; HIPPOCAMPUS; HUMAN; IMPULSE CONTROL; IMPULSIVENESS; INFORMATION PROCESSING; MAJOR CLINICAL STUDY; MEDIAL PREFRONTAL CORTEX; MOTIVATION; MULTICENTER STUDY; NEGATIVE FEEDBACK; NERVE STIMULATION; NEUROANATOMY; ORBITAL CORTEX; PARIETAL CORTEX; POSITIVE FEEDBACK; PREMOTOR CORTEX; RECOGNITION; REVIEW; REWARD; SUBSTANCE ABUSE; VENTRAL STRIATUM; VENTROLATERAL PREFRONTAL CORTEX; VENTROMEDIAL PREFRONTAL CORTEX; WORKING MEMORY; BRAIN; CLINICAL TRIAL; COGNITION; DIAGNOSTIC IMAGING; FEMALE; GROWTH, DEVELOPMENT AND AGING; MALE; PHYSIOLOGY;

ADOLESCENT; ADOLESCENT DEVELOPMENT; BRAIN; COGNITION; FEMALE; HUMANS; MALE;

EID: 85044109382     PISSN: 18789293     EISSN: 18789307     Source Type: Journal    
DOI: 10.1016/j.dcn.2018.03.001     Document Type: Review

References (65)

1. Andrews, M.M., Meda, S.A., Thomas, A.D., Potenza, M.N., Krystal, J.H., Worhunsky, P., et al. Individuals family history positive for alcoholism show functional magnetic resonance imaging differences in reward sensitivity that are related to impulsivity factors. Biol. Psychiatry 69 (2011), 675–683.
2. Balodis, I.M., Potenza, M.N., Anticipatory Reward processing in addicted populations: a focus on the monetary incentive delay task. Biol. Psychiatry 77:5 (2015), 434–444.
3. Barch, D.M., Burgess, G.C., Harms, M.P., Petersen, S.E., Schlaggar, B.L., et al. WU-Minn HCP Consortium (2013) Function in the human connectome: task-fMRI and individual differences in behavior. Neuroimage 80 (2013), 169–189.
4. Baumeister, R.F., Bratslavsky, E., Muraven, M., Tice, D.M., Ego depletion: is the active self a limited resource?. J. Pers. Soc. Psychol. 74 (1998), 1252–1265, 10.1037/0022-3514.74.5.1252.
5. Beck, A., Schlagenhauf, F., Wustenberg, T., Hein, J., Kienast, T., Kahnt, T., et al. Ventral striatal activation during reward anticipation correlates with impulsivity in alcoholics. Biol. Psychiatry 66 (2009), 734–742.
6. Bjork, J., Knutson, B., Fong, G., Caggiano, D., Bennett, S., Hommer, D., Incentive-elicited brain activation in adolescents: similarities and differences from young adults. J. Neurosci. 24 (2004), 1793–1802.
7. Bjork, J.M., Smith, A.R., Chen, G., Hommer, D.W., Adolescents, adults and rewards: comparing motivational neurocircuitry recruitment using fMRI. PLoS One, 5(7), 2010, e11440, 10.1371/journal.pone.0011440.
8. Burgund, E.D., Kang, H.C., Kelly, J.E., Buckner, R.L., Snyder, A.Z., et al. The feasibility of a common stereotactic space for children and adults in fMRI. Neuroimage 17:1 (2002), 184–200.
9. Caceres, A., Hall, D.L., Zelaya, F.O., Williams, S.C., Mehta, M.A., Measuring fMRI reliability with the intra-class correlation coefficient. Neuroimage 45 (2009), 758–768.
10. Caldwell, L.C., Schweinsburg, A.D., Nagel, B.J., Barlett, V.C., Brown, S.A., Tapert, S.F., Gender and adolescent alcohol use disorders on BOLD response to spatial working memory. Alcohol Alcohol. 40 (2005), 194–200.
11. Casey, B.J., Cohen, J.D., Jezzard, P., Turner, R., Noll, D.C., Trainor, R.J., Giedd, J., Kaysen, D., Hertz-Pannier, L., Rapoport, J.L., Activation of prefrontal cortex in children during a nonspatial working memory task with functional MRI. Neuroimage 2:3 (1995), 221–229, 10.1006/nimg.1995.1029 PMID: 9343606.
12. Cohen, A.O., Breiner, K., Steinberg, L., Bonnie, R.J., Scott, E.S., Taylor-Thompson, K.A., Rudolph, M.D., Chein, J., Richeson, J.A., Heller, A.S., Silverman, M.R., Dellarco, D.V., Fair, D.A., Galvan, A., Casey, B.J., When is an adolescent and adult? Assessingcognitive control in emotional and non-emotional contexts. Psychol. Sci. 27:4 (2016), 549–562.
13. Cohen, A.O., Conley, M.I., Dellarco, D.V., Casey, B.J., The impact of emotional cues on short-term and long-term memory during adolescence. Proceedings of the Society for Neuroscience, San Diego, CA, 2016 November.
14. Conley, M.I., Dellarco, D.V., Rubien-Thomas, E.A., Cervera Tottenham, N., Casey, B.J., The racially diverse affective expressions (RADIATE) face set of stimuli. Proceedings of the Association for Psychological Science, Boston, MA, 2017.
15. De Bellis, M.D., Clark, D.B., Beers, S.R., Soloff, P., Boring, A.M., et al. Hippocampal volume in adolescent onset alcohol use disorders. Am. J. Psychiatry 157 (2000), 737–744.
16. Dosenbach, N.U.F., Koller, J.M., Earl, E.A., Miranda-Dominguez, O., Klein, R.L., Van, A.N., Snyder, A.Z., Nagel, B.J., Nigg, J.T., Nguyen, A., Wesevich, V., Greene, D.J., Fair, D.A., Real-time motion analytics during brain MRI improve data quality and reduce costs. Neuroimage 161:Nov (2017), 80–93, 10.1016/j.neuroimage.2017.08.025.
17. Dreyfuss, M., Caudle, K., Drysdale, A.T., Johnston, N.E., Cohen, A.O., et al. Teens impulsively react rather than retreat from threat. Dev. Neurosci. 36:3-4 (2014), 220–227, 10.1159/000357755.
18. Drobyshevsky, A., Baumann, S.B., Schneider, W., A rapid fMRI task battery for mapping of visual, motor, cognitive, and emotional function. Neuroimage 31 (2006), 732–744.
19. Epstein, J.N., Casey, B.J., Tonev, S.T., Davidson, M., Reiss, A.L., et al. Assessment and prevention of head motion during imaging of patients with attention deficit hyperactivity disorder. Psychiatry Res.: Neuroimaging 155:1 (2007), 75–82.
20. Fair, D.A., Nigg, J.T., Iyer, S., Bathula, D., Mills, K.L., Dosenbach, N.U., Schlaggar, B.L., Mennes, M., Gutman, D., Bangaru, S., Buitelaar, J.K., Dickstein, D.P., Di Martino, A., Kennedy, D.N., Kelly, C., Luna, B., Schweitzer, J.B., Velanova, K., Wang, Y.F., Mostofsky, S., Castellanos, F.X., Milham, M.P., Distinct neural signatures detected for ADHD subtypes after controlling for micro-movements in resting state functional connectivity MRI data. Front. Syst. Neurosci., 6(80), 2012, 10.3389/fnsys.2012.00080 PubMed PMID: 23382713; PMCID: 3563110.
21. Gee, D.G., Humphreys, K.L., Flannery, J., Goff, B., Telzer, E.H., et al. A developmental shift from positive to negative connectivity in human amygdala–prefrontal circuitry. J. Neurosci. 33 (2013), 4584–4593.
22. Hare, T.A., Tottenham, N., Galvan, A., Voss, H.U., Glover, G.H., Casey, B.J., Biological substrates of emotional reactivity and regulation in adolescence during an emotional go-nogo task. Biol. Psychiatry 63 (2008), 927–934.
23. Hart, H.R.J., Nakao, T., Mataix-Cols, D., Rubia, K., Meta-analysis of functional magnetic resonance imaging studies of inhibition and attention in attention-deficit/hyperactivity disorder: exploring task-specific, stimulant medication, and age effects. JAMA Psychiatry 70:2 (2012), 185–198.
24. Heitzeg, M.M., Villafuerte, S., Weiland, B.J., Enoch, M.A., Burmeister, M., et al. Effect of GABRA2 genotype on development of incentive-motivation circuitry in a sample enriched for alcoholism risk. Neuropsychopharmacology 39:13 (2014), 3077–3086.
25. Helfinstein, S.M., Poldrack, R.A., (2012), The young and the reckless. Nat. Neurosci. 15:6 (2012), 803–805, 10.1038/nn.3116 May 25.
26. Holland, D., Kuperman, J.M., Dale, A.M., Efficient correction of inhomogeneous static magnetic field-induced distortion in echo planar imaging. Neuroimage, 50(1), 2009.
27. Jernigan, T.L., et al. The pediatric imaging, neurocognition, and genetics (PING) data repository. Neuroimage 124:Pt B (2016), 1149–1154.
28. Kang, H.C., Burgund, E.D., Lugar, H.M., Petersen, S.E., Schlaggar, B.L., Comparison of functional activation foci in children and adults using a common stereotactic space. Neuroimage 19:1 (2003), 16–28.
29. Kanwisher, N., Neural events and perceptual awareness. Cognition 79:1 (2001), 89–113.
30. Knutson, B., Westdorp, A., Kaiser, E., Hommer, D., FMRI visualization of brain activity during a monetary incentive delay task. Neuroimage 12 (2000), 20–27.
31. Knutson, B., Adams, C.M., Fong, G.W., Hommer, D., Anticipation of increasing monetary reward selectively recruits nucleus accumbens. J. Neurosci., 21(16), 2001, RC159 Aug 15.
32. Koob, G.F., Neuroadaptive mechanisms of addiction: studies on the extended amygdala. Eur. Neuropsychopharmacol. 13 (2003), 442–452.
33. Logan, G.D., On the ability to inhibit thought and action: a users’ guide to the stop signal paradigm. Dagenbach, D., Carr, T.H., (eds.) Inhibitory Processes in Attention, Memory, and Language, 1994, Academic Press, San Diego, 189–239.
34. Logan, G.D., Spatial attention and the apprehension of spatial relations. J. Exp. Psychol.: Hum. Percept. Perform. 20 (1994), 1015–1036.
35. Medina, K.L., Schweinsburg, A.D., Cohen-Zion, M., Nagel, B.J., Tapert, S.F., Effects of alcohol and combined mar ijuana and alcohol use during adolescence on hippocampal volume and asymmetry. Neurotoxicol. Teratol. 29:1 (2007), 141–152.
36. O'Craven, K.M., Kanwisher, N., Mental imagery of faces and places activates corresponding stimulus-specific brain regions. J. Cogn. Neurosci. 12:6 (2000), 1013–1023.
37. 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.
38. Park, S., Chun, M.M., Different roles of the parahippocampal place area (PPA) and retrosplenial cortex (RSC) in panoramic scene perception. Neuroimage 47:4 (2009), 1747–1756.
39. Peelen, M.V., Downing, P.E., Within-subject reproducibility of category-specific visual activation with functional MRI. Hum. Brain Mapp. 25:4 (2005), 402–408.
40. Power, J.D., Barnes, K.A., Snyder, A.Z., Schlaggar, B.L., Petersen, S.E., Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:3 (2012), 2142–2154.
41. Power, J.D., Mitra, A., Laumann, T.O., Snyder, A.Z., Schlaggar, B.L., Petersen, S.E., Methods to detect, characterize, and remove motion artifact in resting state fMRI. Neuroimage, 84, 2013, 048, 10.1016/j.neuroimage 2013.08.048. PubMed PMID: 23994314; PMCID: 3849338.
42. Rosenberg, M., Casey, B.J., Holmes, A., Prediction complements explanation in understanding the developing brain. Nat. Commun., 9, 2018, 589, 10.1038/s41467-018-02887-9.
43. Satterthwaite, T.D., Wolf, D.H., Loughead, J., Ruparel, K., Elliott, M.A., Hakonarson, H., Gur, R.C., Gur, R.E., Impact of in-scanner head motion on multiple measures of functional connectivity: relevance for studies of neurodevelopment in youth. Neuroimage 60:1 (2012), 623–632, 10.1016/j.neuroimage.2011.12.063 Epub 2012/01/12. S1053-8119(11)01465-0 [pii]. PubMed PMID: 22233733; PMCID: 3746318.
44. Schumann, G., Loth, E., Banaschewski, T., Barbot, A., Barker, G., Büchel, C., Conrod, P.J., Dalley, J.W., Flor, H., Gallinat, J., Garavan, H., Heinz, A., Itterman, B., Lathrop, M., Mallik, C., Mann, K., Martinot, J.L., Paus, T., Poline, J.B., Robbins, T.W., Rietschel, M., Reed, L., Smolka, M., Spanagel, R., Speiser, C., Stephens, D.N., Ströhle, A., Struve, M., IMAGEN consortium. The IMAGEN study: reinforcement-related behaviour in normal brain function and psychopathology. Mol. Psychiatry 15:December (12) (2010), 1128–1139.
45. Schweinsburg, A.D., Schweinsburg, B.C., Cheung, E.H., Brown, G.G., Brown, S.A., Tapert, S.F., fMRI response to spatial working memory in adolescents with comorbid marijuana and alcohol use disorders. Drug Alcohol Depend. 79 (2005), 201–210 A.i.31.
46. Schweinsburg, A.D., Nagel, B.J., Schweinsburg, B.C., Park, A., Theilmann, R.J., Tapert, S.F., Abstinent adolescent marijuana users show altered fMRI response during spatial working memory. Psychiatry Res.: Neuroimaging 163 (2008), 40–51 (A.i.47).
47. Schweinsburg, A.D., Schweinsburg, B.C., Medina, K.L., McQueeny, T., Brown, S.A., Tapert, S.F., The influence of recency of use on fMRI response during spatial working memory in adolescent marijuana users. J. Psychoact. Drugs 42 (2010), 401–412 A.i.74.
48. Smith, J.L., Mattick, R.P., Jamadar, S.D., Iredale, J.M., Deficits in behavioural inhibition in substance abuse and addiction: a meta-analysis. Drug Alcohol Depend. 145 (2014), 1–33.
49. Somerville, L.H., Hare, T., Casey, B., Frontostriatal maturation predicts cognitive control failure to appetitive cues in adolescents. J. Cognit. Neurosci. 23:9 (2011), 2123–2134, 10.1162/jocn.2010.21572.
50. Squeglia, L.M., Dager Schweinsburg, A., Pulido, V., Tapert, S.F., Adolescent binge drinking linked to abnormal spatial working memory brain activation: differential gender effects. Alcohol.: Clin. Exp. Res. 35 (2011), 1–11 A.i.86.
51. Stark, C.E., Okado, Y., Making memories without trying: medial temporal lobe activity associated with incidental memory formation during recognition. J. Neurosci. 23 (2003), 6748–6753.
52. Tapert, S.F., Brown, G.G., Kindermann, S., Cheung, E., Frank, L.R., Brown, S.A., fMRI measurement of brain dysfunction in alcohol dependent young women. Alcohol.: Clin. Exp. Res. 25 (2001), 236–245.
53. Tapert, S.F., Schweinsburg, A.D., Barlett, V.C., Meloy, M.J., Brown, S.A., Brown, G.G., Frank, L.R., Blood oxygen level dependent response and spatial working memory in adolescents with alcohol use disorders. Alcohol.: Clin. Exp. Res. 28 (2004), 1577–1586 A.i.24.
54. Tisdall, M.D., Hess, A.T., Reuter, M., Meintjes, E.M., Fischl, B., van der Kouwe, A.J.W., Volumetric navigators for prospective motion correction and selective reacquisition in neuroanatomical MRI. Magn. Reson. Med. 68:2 (2012), 389–399 (PMID: 22213578.
55. Tottenham, N., Tanaka, J., Leon, A.C., McCarry, T., Nurse, M., et al. The NimStim set of facial expressions: judgments from untrained research participants. Psychiatry Res. 168:3 (2009), 242–249.
56. Treiber, J.M., White, N.S., Steed, T.C., Bartsch, H., Holland, D., Farid, N., et al. Characterization and correction of geometric distortions in 814 diffusion weighted images. PLoS One, 11(3), 2016, e0152472, 10.1371/journal.pone.0152472.
57. Van Dijk, K.R., Sabuncu, M.R., Buckner, R.L., The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59:1 (2012), 431–438.
58. Villafuerte, S., Heitzeg, M.M., Foley, S., Yau, W.Y.W., Majczenko, K., et al. Impulsiveness and insula activation during reward anticipation are associated with genetic variants in GABRA2 in a family sample enriched for alcoholism. Mol. Psychiatry 17 (2012), 511–519.
59. Villafuerte, S., Trucco, E.M., Heitzeg, M.M., Burmeister, M., Zucker, R.A., Genetic variation in GABRA2 moderates peer influence on externalizing behavior in adolescents. Brain Behav. 4:6 (2014), 833–840, 10.1002/brb3.291.
60. Whelan, R., Conrod, P.J., Poline, J.B., Lourdusamy, A., Banaschewski, T., et al. Adolescent impulsivity phenotypes characterized by distinct brain networks. Nat. Neurosci. 15:6 (2012), 920–925.
61. White, N., Roddey, C., Shankaranarayanan, A., Han, E., Rettmann, D., Santos, J., Dale, A., et al. PROMO –real-time prospective motion correction in MRI using image-based tracking. Magn. Reson. Med. 63:1 (2010), 91–105.
62. Wrase, J., Schlagenhauf, F., Kienast, T., Wustenberg, T., Bermpohl, F., Kahnt, T., et al. Dysfunction of reward processing correlates with alcohol craving in detoxified alcoholics. Neuroimage 35 (2007), 787–794.
63. Yan, C.G., Cheung, B., Kelly, C., Colcombe, S., Craddock, R.C., Di Martino, A., Li, Q., Zuo, X.N., Castellanos, F.X., Milham, M.P., A comprehensive assessment of regional variation in the impact of head micromovements on functional connectomics. Neuroimage 76 (2013), 183–201, 10.1016/j.neuroimage.2013.03.004 PubMed PMID: 23499792; PMCID: 3896129.
64. Yan, C.G., Craddock, R.C., He, Y., Milham, M.P., Addressing head motion dependencies for small-world topologies in functional connectomics. Front. Hum. Neurosci., 7(910), 2013, 10.3389/fnhum.2013.00910 PubMed PMID: 24421764; PMCID: 3872728.
65. Yau, W.Y., Zubieta, J.K., Weiland, B.J., Samudra, P.G., Zucker, R.A., Heitzeg, M.M., Nucleus accumbens response to incentive stimuli anticipation in children of alcoholics: relationships with precursive behavioral risk and lifetime alcohol use. J. Neurosci. 32:7 (2012), 2544–2551.