Cortical thickness systematically varies with curvature and depth in healthy human brains.

cortical folding cortical thickness curvature gyrus shape index sulcus

Journal

Human brain mapping
ISSN: 1097-0193
Titre abrégé: Hum Brain Mapp
Pays: United States
ID NLM: 9419065

Informations de publication

Date de publication:
15 04 2022
Historique:
revised: 30 11 2021
received: 14 07 2021
accepted: 05 01 2022
pubmed: 1 2 2022
medline: 28 4 2022
entrez: 31 1 2022
Statut: ppublish

Résumé

Cortical thickness varies throughout the cortex in a systematic way. However, it is challenging to investigate the patterns of cortical thickness due to the intricate geometry of the cortex. The cortex has a folded nature both in radial and tangential directions which forms not only gyri and sulci but also tangential folds and intersections. In this article, cortical curvature and depth are used to characterize the spatial distribution of the cortical thickness with much higher resolution than conventional regional atlases. To do this, a computational pipeline was developed that is capable of calculating a variety of quantitative measures such as surface area, cortical thickness, curvature (mean curvature, Gaussian curvature, shape index, intrinsic curvature index, and folding index), and sulcal depth. By analyzing 501 neurotypical adult human subjects from the ABIDE-I dataset, we show that cortex has a very organized structure and cortical thickness is strongly correlated with local shape. Our results indicate that cortical thickness consistently increases along the gyral-sulcal spectrum from concave to convex shape, encompassing the saddle shape along the way. Additionally, tangential folds influence cortical thickness in a similar way as gyral and sulcal folds; outer folds are consistently thicker than inner.

Identifiants

pubmed: 35098606
doi: 10.1002/hbm.25776
pmc: PMC8933257
doi:

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

2064-2084

Informations de copyright

© 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

Références

PLoS Comput Biol. 2017 Feb 23;13(2):e1005350
pubmed: 28231282
Brain. 2014 Jun;137(Pt 6):1799-812
pubmed: 24755274
Hum Brain Mapp. 2000 Sep;11(1):12-32
pubmed: 10997850
Nat Neurosci. 2016 Aug 26;19(9):1175-87
pubmed: 27571196
Cereb Cortex. 2012 Oct;22(10):2241-62
pubmed: 22047963
IEEE Trans Med Imaging. 2002 Aug;21(8):953-65
pubmed: 12472268
Comput Med Imaging Graph. 2002 Jul-Aug;26(4):251-64
pubmed: 12074920
Cereb Cortex. 2013 May;23(5):1208-17
pubmed: 22586139
Cereb Cortex. 2018 Jul 1;28(7):2551-2562
pubmed: 29901791
Phys Rev E Stat Nonlin Soft Matter Phys. 2015 Sep;92(3):032701
pubmed: 26465492
Neuroimage. 2014 Jun;93 Pt 2:165-75
pubmed: 23567887
Neuroimage. 2010 Oct 15;53(1):1-15
pubmed: 20547229
Neuroimage. 2016 Jan 15;125:780-790
pubmed: 26550941
Neuroimage. 2014 Oct 15;100:206-18
pubmed: 24945660
Cereb Cortex. 2018 Oct 1;28(10):3578-3588
pubmed: 28968847
J Med Syst. 2020 Jan 4;44(2):49
pubmed: 31902041
Science. 1975 Jul 4;189(4196):18-21
pubmed: 1135626
Hum Brain Mapp. 2018 Sep;39(9):3625-3635
pubmed: 29700891
Philos Trans R Soc Lond B Biol Sci. 2018 Sep 24;373(1759):
pubmed: 30249772
Cereb Cortex. 2014 May;24(5):1289-300
pubmed: 23307634
Brain Struct Funct. 2013 Nov;218(6):1451-62
pubmed: 23135358
Cortex. 2019 Sep;118:275-291
pubmed: 31235272
Neuroimage. 2015 Jul 15;115:64-75
pubmed: 25871628
Hum Brain Mapp. 1999;8(4):272-84
pubmed: 10619420
Neuroimage. 2002 Feb;15(2):329-44
pubmed: 11798269
Sci Am. 1979 Sep;241(3):113-33
pubmed: 493917
Int J Imaging Syst Technol. 2008 Jun 1;18(1):42-68
pubmed: 19936261
Hum Brain Mapp. 2022 Apr 15;43(6):2064-2084
pubmed: 35098606
Phys Rev Lett. 2018 Nov 30;121(22):228002
pubmed: 30547630
Anat Embryol (Berl). 2005 Dec;210(5-6):411-7
pubmed: 16175385
AJNR Am J Neuroradiol. 2002 Sep;23(8):1313-21
pubmed: 12223371
J Neurosci. 2015 Jun 17;35(24):9150-62
pubmed: 26085637
Neuroimage. 2006 Feb 15;29(4):1224-30
pubmed: 16223589
Neuroimage. 2021 May 1;231:117779
pubmed: 33548459
Neuroimage. 2012 Apr 15;60(3):1890-901
pubmed: 22326986
Proc Natl Acad Sci U S A. 2020 Dec 15;:
pubmed: 33323481
EMBO J. 2016 May 17;35(10):1021-44
pubmed: 27056680
Neuroimage. 1999 Feb;9(2):179-94
pubmed: 9931268
Neuroimage. 2019 Jan 15;185:881-890
pubmed: 29601953
J Neurosci. 2007 Oct 24;27(43):11725-35
pubmed: 17959814
Science. 2015 Jul 3;349(6243):74-7
pubmed: 26138976
Sci Rep. 2015 Sep 25;5:14477
pubmed: 26404042
Int J Neural Syst. 2011 Oct;21(5):351-66
pubmed: 21956929
Proc Natl Acad Sci U S A. 2000 Sep 26;97(20):11050-5
pubmed: 10984517
Mol Psychiatry. 2014 Jun;19(6):659-67
pubmed: 23774715
PLoS One. 2013;8(2):e55977
pubmed: 23418488
J Theor Biol. 2010 May 21;264(2):467-78
pubmed: 20167224
Curr Opin Neurol. 2010 Aug;23(4):359-67
pubmed: 20489617
J Neurosci. 2010 Aug 11;30(32):10612-23
pubmed: 20702694
J Comp Neurol. 1980 May 15;191(2):255-81
pubmed: 7410593
Neurosurg Focus. 2010 Feb;28(2):E2
pubmed: 20121437
Med Image Anal. 2017 Dec;42:14-25
pubmed: 28732269
Neuroimage. 2006 Jul 1;31(3):968-80
pubmed: 16530430
Neuroimage Clin. 2016 Dec 07;13:215-222
pubmed: 28003960
Neurology. 2002 Mar 12;58(5):695-701
pubmed: 11889230
Neuroimage. 2020 Sep;218:116946
pubmed: 32442637
J Comput Neurosci. 2017 Jun;42(3):217-229
pubmed: 28271301
Brain Imaging Behav. 2020 Dec;14(6):2464-2476
pubmed: 31512098
Neuroimage. 2005 Nov 15;28(3):635-62
pubmed: 16172003
Cereb Cortex Commun. 2021 Jul 03;2(3):tgab044
pubmed: 34377991
J Neurosci. 1997 Sep 15;17(18):7079-102
pubmed: 9278543
J Atten Disord. 2013 Nov;17(8):641-54
pubmed: 22392552
Nature. 1997 Jan 23;385(6614):313-8
pubmed: 9002514
Sci Rep. 2019 Jul 9;9(1):9898
pubmed: 31289283
Biol Psychiatry. 2003 Aug 15;54(4):418-26
pubmed: 12915286
Front Aging Neurosci. 2018 Nov 12;10:339
pubmed: 30483112
PLoS One. 2017 Sep 25;12(9):e0184661
pubmed: 28945803
Transl Psychiatry. 2018 Nov 16;8(1):249
pubmed: 30446637
Int J Dev Neurosci. 2018 Dec;71:68-82
pubmed: 30172895
J Neurosci. 2018 Jan 24;38(4):776-783
pubmed: 29367288
Neuroimage. 2005 May 1;25(4):1256-65
pubmed: 15850743
Neuroimage. 2014 Oct 15;100:414-26
pubmed: 24939340
J Theor Biol. 1994 Feb 7;166(3):261-73
pubmed: 8159014
Front Aging Neurosci. 2021 Feb 03;13:625931
pubmed: 33613271
BMC Evol Biol. 2018 Dec 5;18(1):184
pubmed: 30518326
Proc Natl Acad Sci U S A. 2000 May 9;97(10):5621-6
pubmed: 10792049
Magn Reson Imaging. 2009 Oct;27(8):1163-74
pubmed: 19249168
Hum Brain Mapp. 2016 Jun;37(6):2027-38
pubmed: 26946457
Cereb Cortex. 2008 Sep;18(9):2181-91
pubmed: 18234686
JAMA Psychiatry. 2013 Jan;70(1):59-70
pubmed: 23404046
J Cogn Neurosci. 1996;8(1):1-28
pubmed: 11539144
Neuroimage. 2016 Jul 15;135:177-85
pubmed: 27153982
Cereb Cortex. 2010 Mar;20(3):602-11
pubmed: 19561060
Neuroimage. 2001 Feb;13(2):375-80
pubmed: 11162277
Med Image Comput Comput Assist Interv. 2007;10(Pt 2):891-9
pubmed: 18044653
Neuroimage. 2000 Sep;12(3):340-56
pubmed: 10944416
Med Image Comput Comput Assist Interv. 2008;11(Pt 1):559-67
pubmed: 18979791
Biomech Model Mechanobiol. 2021 Apr;20(2):555-567
pubmed: 33151429
J Am Acad Child Adolesc Psychiatry. 2009 Oct;48(10):1014-1022
pubmed: 19730275
Hum Brain Mapp. 2018 Oct;39(10):4134-4149
pubmed: 29947164
Phys Biol. 2013 Feb;10(1):016005
pubmed: 23357794
Sci Rep. 2016 Nov 17;6:37272
pubmed: 27853245
Neuroimage. 2005 Jan 1;24(1):163-73
pubmed: 15588607
Am J Psychiatry. 2018 Apr 1;175(4):359-369
pubmed: 29145754
Am J Psychiatry. 2006 Jul;163(7):1290-2
pubmed: 16816240
Proc Natl Acad Sci U S A. 2014 Sep 2;111(35):12667-72
pubmed: 25136099
Cereb Cortex. 2014 Aug;24(8):2219-28
pubmed: 23542881
Cereb Cortex. 2004 Jul;14(7):721-30
pubmed: 15054051
Arch Gen Psychiatry. 2003 Sep;60(9):878-88
pubmed: 12963669
IEEE Trans Med Imaging. 2007 Apr;26(4):530-40
pubmed: 17427740
J Neurosci. 2018 Jan 24;38(4):767-775
pubmed: 29367287
Front Neuroinform. 2011 Jun 27;5:4
pubmed: 21743807
Cereb Cortex. 2005 Dec;15(12):1900-13
pubmed: 15758198
Neuroinformatics. 2014 Oct;12(4):535-42
pubmed: 24789776
Brain Inform. 2019 Jun 11;6(1):5
pubmed: 31187294
Neuroimage. 1999 Feb;9(2):195-207
pubmed: 9931269
Neuroimage. 2012 Aug 15;62(2):774-81
pubmed: 22248573
Biol Psychiatry. 2018 Nov 1;84(9):644-654
pubmed: 29960671
Eur Neurol. 2019;82(1-3):41-64
pubmed: 31743905

Auteurs

Nagehan Demirci (N)

Bioengineering Graduate Program, University of Notre Dame, Notre Dame, Indiana, USA.

Maria A Holland (MA)

Bioengineering Graduate Program, University of Notre Dame, Notre Dame, Indiana, USA.
Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, Indiana, USA.

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