TY - JOUR
T1 - Imaging local genetic influences on cortical folding
AU - Alexander-Bloch, Aaron F.
AU - Raznahan, Armin
AU - Vandekar, Simon N.
AU - Seidlitz, Jakob
AU - Lu, Zhixin
AU - Matthias, Samuel R.
AU - Knowles, Emma
AU - Mollon, Josephine
AU - Rodrigue, Amanda
AU - Curran, Joanne E.
AU - Görring, Harald H.H.
AU - Satterthwaite, Theodore D.
AU - Gur, Raquel E.
AU - Bassett, Danielle S.
AU - Hoftman, Gil D.
AU - Pearlson, Godfrey
AU - Shinohara, Russell T.
AU - Liu, Siyuan
AU - Fox, Peter T.
AU - Almasyr, Laura
AU - Blangero, John
AU - Glahn, David C.
N1 - Funding Information:
ACKNOWLEDGMENTS. We thank the participants in the Genetics of Brain Structure and Function Study, the Human Connectome Project, and the Philadelphia Neurodevelopmental Cohort. Financial support for this study was provided by National Institutes of Health (NIH) Grants K08MH120564 (principal investigator [PI], A.F.A.-B.), R37MH059490 (PI, J.B.), R01MH078143 (PI, D.C.G.), R01MH078111 (PI, J.B.), R01MH083824 (PIs, D.C.G. and J.B.), R01AG058464 (PIs, D.C.G. and J.B.), R01MH112847 (PIs, R.T.S. and T.D.S.), and R01HD086888 (PI, D.S.B.), as well as the NIH intramural program (ZIA MH002794; PI, A. Raznahan). An earlier version of this work was presented as a poster at the 2019 meeting of the American College of Neuropsychopharmacology.
Publisher Copyright:
© 2020 National Academy of Sciences. All rights reserved.
PY - 2020/3/31
Y1 - 2020/3/31
N2 - Recent progress in deciphering mechanisms of human brain cortical folding leave unexplained whether spatially patterned genetic influences contribute to this folding. High-resolution in vivo brain MRI can be used to estimate genetic correlations (covariability due to shared genetic factors) in interregional cortical thickness, and biomechanical studies predict an influence of cortical thickness on folding patterns. However, progress has been hampered because shared genetic influences related to folding patterns likely operate at a scale that is much more local (<1 cm) than that addressed in prior imaging studies. Here, we develop methodological approaches to examine local genetic influences on cortical thickness and apply these methods to two large, independent samples. We find that such influences are markedly heterogeneous in strength, and in some cortical areas are notably stronger in specific orientations relative to gyri or sulci. The overall, phenotypic local correlation has a significant basis in shared genetic factors and is highly symmetric between left and right cortical hemispheres. Furthermore, the degree of local cortical folding relates systematically with the strength of local correlations, which tends to be higher in gyral crests and lower in sulcal fundi. The relationship between folding and local correlations is stronger in primary sensorimotor areas and weaker in association areas such as prefrontal cortex, consistent with reduced genetic constraints on the structural topology of association cortex. Collectively, our results suggest that patterned genetic influences on cortical thickness, measurable at the scale of in vivo MRI, may be a causal factor in the development of cortical folding.
AB - Recent progress in deciphering mechanisms of human brain cortical folding leave unexplained whether spatially patterned genetic influences contribute to this folding. High-resolution in vivo brain MRI can be used to estimate genetic correlations (covariability due to shared genetic factors) in interregional cortical thickness, and biomechanical studies predict an influence of cortical thickness on folding patterns. However, progress has been hampered because shared genetic influences related to folding patterns likely operate at a scale that is much more local (<1 cm) than that addressed in prior imaging studies. Here, we develop methodological approaches to examine local genetic influences on cortical thickness and apply these methods to two large, independent samples. We find that such influences are markedly heterogeneous in strength, and in some cortical areas are notably stronger in specific orientations relative to gyri or sulci. The overall, phenotypic local correlation has a significant basis in shared genetic factors and is highly symmetric between left and right cortical hemispheres. Furthermore, the degree of local cortical folding relates systematically with the strength of local correlations, which tends to be higher in gyral crests and lower in sulcal fundi. The relationship between folding and local correlations is stronger in primary sensorimotor areas and weaker in association areas such as prefrontal cortex, consistent with reduced genetic constraints on the structural topology of association cortex. Collectively, our results suggest that patterned genetic influences on cortical thickness, measurable at the scale of in vivo MRI, may be a causal factor in the development of cortical folding.
KW - Cerebral cortex
KW - Cortical folding
KW - Cortical thickness
KW - Genetic correlation
KW - Structural MRI
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U2 - 10.1073/pnas.1912064117
DO - 10.1073/pnas.1912064117
M3 - Article
C2 - 32170019
AN - SCOPUS:85082749827
VL - 117
SP - 7430
EP - 7436
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
SN - 0027-8424
IS - 13
ER -