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@ARTICLE{Bethlehem:910589,
author = {Bethlehem, R. A. I. and Seidlitz, J. and White, S. R. and
Vogel, J. W. and Anderson, K. M. and Adamson, C. and Adler,
S. and Alexopoulos, G. S. and Anagnostou, E. and
Areces-Gonzalez, A. and Astle, D. E. and Auyeung, B. and
Ayub, M. and Bae, Jin Hee and Ball, G. and Baron-Cohen, S.
and Beare, R. and Bedford, S. A. and Benegal, V. and Beyer,
Wolfhard and Blangero, J. and Blesa Cábez, M. and Boardman,
J. P. and Borzage, M. and Bosch-Bayard, J. F. and Bourke, N.
and Calhoun, V. D. and Chakravarty, M. M. and Chen,
Chenglong and Chertavian, C. and Chetelat, G. and Chong, Y.
S. and Cole, J. H. and Corvin, A. and Costantino, M. and
Courchesne, E. and Crivello, F. and Cropley, V. L. and
Crosbie, J. and Crossley, N. and Delarue, M. and Delorme, R.
and Desrivieres, S. and Devenyi, G. A. and Di Biase, M. A.
and Dolan, R. and Donald, K. A. and Donohoe, G. and Dunlop,
K. and Edwards, Chauncey and Elison, J. T. and Ellis, C. T.
and Elman, J. A. and Eyler, L. and Fair, D. A. and Feczko,
E. and Fletcher, P. C. and Fonagy, P. and Franz, Christian
and Galan-Garcia, L. and Gholipour, A. and Giedd, J. and
Gilmore, J. H. and Glahn, D. C. and Goodyer, I. M. and
Grant, P. E. and Groenewold, N. A. and Gunning, F. M. and
Gur, R. E. and Gur, R. C. and Hammill, C. F. and Hansson, O.
and Hedden, T. and Heinz, Stefan and Henson, R. N. and
Heuer, K. and Hoare, J. and Holla, B. and Holmes, A. J. and
Holt, R. and Huang, Hong and Im, K. and Ipser, J. and Jack,
C. R. and Jackowski, A. P. and Jia, T. and Johnson, K. A.
and Jones, P. B. and Jones, D. T. and Kahn, R. S. and
Karlsson, H. and Karlsson, L. and Kawashima, R. and Kelley,
E. A. and Kern, S. and Kim, K. W. and Kitzbichler, M. G. and
Kremen, W. S. and Lalonde, F. and Landeau, B. and Lee, S.
and Lerch, J. and Lewis, J. D. and Li, Jingwei and Liao, W.
and Liston, C. and Lombardo, M. V. and Lv, J. and Lynch, C.
and Mallard, T. T. and Marcelis, M. and Markello, R. D. and
Mathias, S. R. and Mazoyer, B. and McGuire, P. and Meaney,
M. J. and Mechelli, A. and Medic, N. and Misic, Boris and
Morgan, S. E. and Mothersill, D. and Nigg, J. and Ong, M. Q.
W. and Ortinau, C. and Ossenkoppele, R. and Ouyang, M. and
Palaniyappan, L. and Paly, L. and Pan, P. M. and Pantelis,
C. and Park, Junbeom and Paus, T. and Pausova, Z. and
Paz-Linares, D. and Pichet Binette, A. and Pierce, K. and
Qian, X. and Qiu, J. and Qiu, A. and Raznahan, A. and
Rittman, T. and Rodrigue, A. and Rollins, C. K. and
Romero-Garcia, R. and Ronan, L. and Rosenberg, M. D. and
Rowitch, D. H. and Salum, G. A. and Satterthwaite, T. D. and
Schaare, H. L. and Schachar, R. J. and Schultz, Claudia and
Schumann, G. and Scholl, Michael and Sharp, D. and
Shinohara, R. T. and Skoog, I. and Smyser, C. D. and
Sperling, R. A. and Stein, Claudia-Anke and Stolicyn, A. and
Suckling, J. and Sullivan, G. and Taki, Y. and Thyreau, B.
and Toro, R. and Traut, N. and Tsvetanov, K. A. and
Turk-Browne, N. B. and Tuulari, J. J. and Tzourio, C. and
Vachon-Presseau, É. and Valdes-Sosa, M. J. and Valdes-Sosa,
P. A. and Valk, Sofie and van Amelsvoort, T. and Vandekar,
S. N. and Vasung, L. and Victoria, L. W. and Villeneuve, S.
and Villringer, A. and Vértes, P. E. and Wagstyl, K. and
Wang, Yaqing Xy and Warfield, S. K. and Warrier, V. and
Westman, E. and Westwater, M. L. and Whalley, H. C. and
Witte, A. V. and Yang, Ming-Jay and Yeo, B. and Yun, H. and
Zalesky, A. and Zar, H. J. and Zettergren, A. and Zhou, J.
H. and Ziauddeen, H. and Zugman, A. and Zuo, X. N. and Rowe,
C. and Frisoni, G. B. and Binette, A. Pichet and Bullmore,
E. T. and Alexander-Bloch, A. F.},
title = {{B}rain charts for the human lifespan},
journal = {Nature},
volume = {604},
number = {7906},
issn = {0028-0836},
address = {London [u.a.]},
publisher = {Nature Publ. Group},
reportid = {FZJ-2022-03967},
pages = {525 - 533},
year = {2022},
abstract = {Over the past few decades, neuroimaging has become a
ubiquitous tool in basic research and clinical studies of
the human brain. However, no reference standards currently
exist to quantify individual differences in neuroimaging
metrics over time, in contrast to growth charts for
anthropometric traits such as height and weight1. Here we
assemble an interactive open resource to benchmark brain
morphology derived from any current or future sample of MRI
data (http://www.brainchart.io/). With the goal of basing
these reference charts on the largest and most inclusive
dataset available, acknowledging limitations due to known
biases of MRI studies relative to the diversity of the
global population, we aggregated 123,984 MRI scans, across
more than 100 primary studies, from 101,457 human
participants between 115 days post-conception to 100 years
of age. MRI metrics were quantified by centile scores,
relative to non-linear trajectories2 of brain structural
changes, and rates of change, over the lifespan. Brain
charts identified previously unreported neurodevelopmental
milestones3, showed high stability of individuals across
longitudinal assessments, and demonstrated robustness to
technical and methodological differences between primary
studies. Centile scores showed increased heritability
compared with non-centiled MRI phenotypes, and provided a
standardized measure of atypical brain structure that
revealed patterns of neuroanatomical variation across
neurological and psychiatric disorders. In summary, brain
charts are an essential step towards robust quantification
of individual variation benchmarked to normative
trajectories in multiple, commonly used neuroimaging
phenotypes.},
cin = {INM-7 / PGI-9 / IEK-9 / IEK-11 / IEK-1 / IEK-14 / PGI-14 /
PGI-8},
ddc = {500},
cid = {I:(DE-Juel1)INM-7-20090406 / I:(DE-Juel1)PGI-9-20110106 /
I:(DE-Juel1)IEK-9-20110218 / I:(DE-Juel1)IEK-11-20140314 /
I:(DE-Juel1)IEK-1-20101013 / I:(DE-Juel1)IEK-14-20191129 /
I:(DE-Juel1)PGI-14-20210412 / I:(DE-Juel1)PGI-8-20110106},
pnm = {5251 - Multilevel Brain Organization and Variability
(POF4-525)},
pid = {G:(DE-HGF)POF4-5251},
experiment = {EXP:(DE-MLZ)NOSPEC-20140101},
typ = {PUB:(DE-HGF)16},
UT = {WOS:000779281700003},
doi = {10.1038/s41586-022-04554-y},
url = {https://juser.fz-juelich.de/record/910589},
}
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