Brain charts for the human lifespan

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Brain charts for the human lifespan

Bethlehem, RAI (author): University of Cambridge

Seidlitz, J (author)

White, SR (author)

Vogel, JW (author)

Anderson, KM (author)

Adamson, C (author)

Adler, S (author)

Alexopoulos, GS (author)

Anagnostou, E (author)

Areces-Gonzalez, A (author)

Astle, DE (author)

Auyeung, B (author): The Children's Hospital of Philadelphia,University of Pennsylvania

Ayub, M (author)

Bae, J (author)

Ball, G (author)

Baron-Cohen, S (author)

Beare, R (author)

Bedford, SA (author)

Benegal, V (author)

Beyer, F (author)

Blangero, J (author)

Cabez, MB (author)

Boardman, JP (author)

Borzage, M (author)

Bosch-Bayard, JF (author)

Bourke, N (author)

Calhoun, VD (author)

Chakravarty, MM (author)

Chen, C (author)

Chertavian, C (author)

Chetelat, G (author)

Chong, YS (author)

Cole, JH (author)

Corvin, A (author)

Costantino, M (author)

Courchesne, E (author)

Crivello, F (author)

Cropley, VL (author)

Crosbie, J (author)

Crossley, N (author)

Delarue, M (author)

Delorme, R (author)

Desrivieres, S (author)

Devenyi, GA (author)

Di Biase, MA (author)

Dolan, R (author)

Donald, KA (author)

Donohoe, G (author)

Dunlop, K (author)

Edwards, AD (author)

Elison, JT (author)

Ellis, CT (author)

Elman, JA (author)

Eyler, L (author)

Fair, DA (author)

Feczko, E (author)

Fletcher, PC (author)

Fonagy, P (author)

Franz, CE (author)

Galan-Garcia, L (author)

Gholipour, A (author)

Giedd, J (author)

Gilmore, JH (author)

Glahn, DC (author)

Goodyer, IM (author)

Grant, PE (author)

Groenewold, NA (author)

Gunning, FM (author)

Gur, RE (author)

Gur, RC (author)

Hammill, CF (author)

Hansson, O. (author): Lund University,Lunds universitet,Klinisk minnesforskning,Forskargrupper vid Lunds universitet,Clinical Memory Research,Lund University Research Groups

Hedden, T (author)

Heinz, A (author)

Henson, RN (author)

Heuer, K (author)

Hoare, J (author)

Holla, B (author)

Holmes, AJ (author)

Holt, R (author)

Huang, H (author)

Im, K (author)

Ipser, J (author)

Jack, CR (author)

Jackowski, AP (author)

Jia, T (author)

Johnson, KA (author)

Jones, PB (author)

Jones, DT (author)

Kahn, RS (author)

Karlsson, H (author)

Karlsson, L (author)

Kawashima, R (author)

Kelley, EA (author)

Kern, Silke (author): Gothenburg University,Göteborgs universitet,Institutionen för neurovetenskap och fysiologi,Centrum för åldrande och hälsa (AgeCap),Institute of Neuroscience and Physiology,Centre for Ageing and Health (Agecap)

Kim, KW (author)

Kitzbichler, MG (author)

Kremen, WS (author)

Lalonde, F (author)

Landeau, B (author)

Lee, S (author)

Lerch, J (author)

Lewis, JD (author)

Li, J (author)

Liao, W (author)

Liston, C (author)

Lombardo, MV (author)

Lv, J (author)

Lynch, C (author)

Mallard, TT (author)

Marcelis, M (author)

Markello, RD (author)

Mathias, SR (author)

Mazoyer, B (author)

McGuire, P (author)

Meaney, MJ (author)

Mechelli, A (author)

Medic, N (author)

Misic, B (author)

Morgan, SE (author)

Mothersill, D (author)

Nigg, J (author)

Ong, MQW (author)

Ortinau, C (author)

Ossenkoppele, R. (author): Lund University,Lunds universitet,Klinisk minnesforskning,Forskargrupper vid Lunds universitet,Clinical Memory Research,Lund University Research Groups

Ouyang, M (author)

Palaniyappan, L (author)

Paly, L (author)

Pan, PM (author)

Pantelis, C (author)

Park, MM (author)

Paus, T (author)

Pausova, Z (author)

Paz-Linares, D (author)

Binette, AP (author)

Pierce, K (author)

Qian, X (author)

Qiu, J (author)

Qiu, A (author)

Raznahan, A (author)

Rittman, T (author)

Rodrigue, A (author)

Rollins, CK (author)

Romero-Garcia, R (author)

Ronan, L (author)

Rosenberg, MD (author)

Rowitch, DH (author)

Salum, GA (author)

Satterthwaite, TD (author)

Schaare, HL (author)

Schachar, RJ (author)

Schultz, AP (author)

Schumann, G (author)

Scholl, M (author)

Sharp, D (author)

Shinohara, RT (author)

Skoog, Ingmar, 1954 (author): Gothenburg University,Göteborgs universitet,Institutionen för neurovetenskap och fysiologi,Centrum för åldrande och hälsa (AgeCap),Institute of Neuroscience and Physiology,Centre for Ageing and Health (Agecap)

Smyser, CD (author)

Sperling, RA (author)

Stein, DJ (author)

Stolicyn, A (author)

Suckling, J (author)

Sullivan, G (author)

Taki, Y (author)

Thyreau, B (author)

Toro, R (author)

Traut, N (author)

Tsvetanov, KA (author)

Turk-Browne, NB (author)

Tuulari, JJ (author)

Tzourio, C (author)

Vachon-Presseau, E (author)

Valdes-Sosa, MJ (author)

Valdes-Sosa, PA (author)

Valk, SL (author)

van Amelsvoort, T (author)

Vandekar, SN (author)

Vasung, L (author)

Victoria, LW (author)

Villeneuve, S (author)

Villringer, A (author)

Vertes, PE (author)

Wagstyl, K (author)

Wang, YS (author)

Warfield, SK (author)

Warrier, V (author)

Westman, E (author): Karolinska Institutet

Westwater, ML (author)

Whalley, HC (author)

Witte, AV (author)

Yang, N (author)

Yeo, B (author)

Yun, H (author)

Zalesky, A (author)

Zar, HJ (author)

Zettergren, A (author)

Zhou, JH (author)

Ziauddeen, H (author)

Zugman, A (author)

Zuo, XN (author)

Bullmore, ET (author)

Alexander-Bloch, AF (author)

R, Brain (author)

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(creator_code:org_t)

2022-04-06
2022
English.
In: Nature. - : Springer Science and Business Media LLC. - 1476-4687 .- 0028-0836. ; 604:79057906, s. 525-

Related links:: http://dx.doi.org/10... (free); show more...; http://kipublication...; https://doi.org/10.1...; https://lup.lub.lu.s...; https://gup.ub.gu.se...; show less...

Journal article (peer-reviewed)

Abstract Subject headings

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.

Subject headings

MEDICIN OCH HÄLSOVETENSKAP -- Medicinska och farmaceutiska grundvetenskaper -- Neurovetenskaper (hsv//swe)
MEDICAL AND HEALTH SCIENCES -- Basic Medicine -- Neurosciences (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Radiologi och bildbehandling (hsv//swe)
MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Radiology, Nuclear Medicine and Medical Imaging (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Geriatrik (hsv//swe)
MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Geriatrics (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Neurologi (hsv//swe)
MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Neurology (hsv//eng)

Keyword

anatomy and histology
body height
brain
human
longevity
neuroimaging
nuclear magnetic resonance imaging
procedures
Body Height
Brain
Humans
Longevity
Magnetic Resonance Imaging
Neuroimaging
psychiatric-disorders
cortical thickness
white-matter
growth
organization
association
disease
mri
burden
models
Science & Technology - Other Topics

Publication and Content Type

ref (subject category)
art (subject category)

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By the author/editor: Bethlehem, RAI; Seidlitz, J; White, SR; Vogel, JW; Anderson, KM; Adamson, C; show more...; Adler, S; Alexopoulos, GS; Anagnostou, E; Areces-Gonzalez, ...; Astle, DE; Auyeung, B; Ayub, M; Bae, J; Ball, G; Baron-Cohen, S; Beare, R; Bedford, SA; Benegal, V; Beyer, F; Blangero, J; Cabez, MB; Boardman, JP; Borzage, M; Bosch-Bayard, JF; Bourke, N; Calhoun, VD; Chakravarty, MM; Chen, C; Chertavian, C; Chetelat, G; Chong, YS; Cole, JH; Corvin, A; Costantino, M; Courchesne, E; Crivello, F; Cropley, VL; Crosbie, J; Crossley, N; Delarue, M; Delorme, R; Desrivieres, S; Devenyi, GA; Di Biase, MA; Dolan, R; Donald, KA; Donohoe, G; Dunlop, K; Edwards, AD; Elison, JT; Ellis, CT; Elman, JA; Eyler, L; Fair, DA; Feczko, E; Fletcher, PC; Fonagy, P; Franz, CE; Galan-Garcia, L; Gholipour, A; Giedd, J; Gilmore, JH; Glahn, DC; Goodyer, IM; Grant, PE; Groenewold, NA; Gunning, FM; Gur, RE; Gur, RC; Hammill, CF; Hansson, O.; Hedden, T; Heinz, A; Henson, RN; Heuer, K; Hoare, J; Holla, B; Holmes, AJ; Holt, R; Huang, H; Im, K; Ipser, J; Jack, CR; Jackowski, AP; Jia, T; Johnson, KA; Jones, PB; Jones, DT; Kahn, RS; Karlsson, H; Karlsson, L; Kawashima, R; Kelley, EA; Kern, Silke; Kim, KW; Kitzbichler, MG; Kremen, WS; Lalonde, F; Landeau, B; Lee, S; Lerch, J; Lewis, JD; Li, J; Liao, W; Liston, C; Lombardo, MV; Lv, J; Lynch, C; Mallard, TT; Marcelis, M; Markello, RD; Mathias, SR; Mazoyer, B; McGuire, P; Meaney, MJ; Mechelli, A; Medic, N; Misic, B; Morgan, SE; Mothersill, D; Nigg, J; Ong, MQW; Ortinau, C; Ossenkoppele, R.; Ouyang, M; Palaniyappan, L; Paly, L; Pan, PM; Pantelis, C; Park, MM; Paus, T; Pausova, Z; Paz-Linares, D; Binette, AP; Pierce, K; Qian, X; Qiu, J; Qiu, A; Raznahan, A; Rittman, T; Rodrigue, A; Rollins, CK; Romero-Garcia, R; Ronan, L; Rosenberg, MD; Rowitch, DH; Salum, GA; Satterthwaite, T ...; Schaare, HL; Schachar, RJ; Schultz, AP; Schumann, G; Scholl, M; Sharp, D; Shinohara, RT; Skoog, Ingmar, 1 ...; Smyser, CD; Sperling, RA; Stein, DJ; Stolicyn, A; Suckling, J; Sullivan, G; Taki, Y; Thyreau, B; Toro, R; Traut, N; Tsvetanov, KA; Turk-Browne, NB; Tuulari, JJ; Tzourio, C; Vachon-Presseau, ...; Valdes-Sosa, MJ; Valdes-Sosa, PA; Valk, SL; van Amelsvoort, ...; Vandekar, SN; Vasung, L; Victoria, LW; Villeneuve, S; Villringer, A; Vertes, PE; Wagstyl, K; Wang, YS; Warfield, SK; Warrier, V; Westman, E; Westwater, ML; Whalley, HC; Witte, AV; Yang, N; Yeo, B; Yun, H; Zalesky, A; Zar, HJ; Zettergren, A; Zhou, JH; Ziauddeen, H; Zugman, A; Zuo, XN; Bullmore, ET; Alexander-Bloch, ...; R, Brain; show less...

About the subject

MEDICAL AND HEALTH SCIENCES: MEDICAL AND HEAL ...; and Basic Medicine; and Neurosciences

MEDICAL AND HEALTH SCIENCES: MEDICAL AND HEAL ...; and Clinical Medicin ...; and Radiology Nuclea ...

MEDICAL AND HEALTH SCIENCES: MEDICAL AND HEAL ...; and Clinical Medicin ...; and Geriatrics

MEDICAL AND HEALTH SCIENCES: MEDICAL AND HEAL ...; and Clinical Medicin ...; and Neurology

Articles in the publication: Nature

By the university: Karolinska Institutet; Lund University; University of Gothenburg

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