A Comparison of Heritability Maps of Cortical Surface Area and Thickness and the Influence of Adjustment for Whole Brain Measures: A Magnetic Resonance Imaging Twin Study

被引:105
作者
Eyler, Lisa T. [1 ,2 ]
Chen, Chi-Hua [1 ,3 ]
Panizzon, Matthew S. [1 ,3 ]
Fennema-Notestine, Christine [1 ,4 ]
Neale, Michael C. [5 ,6 ]
Jak, Amy [1 ,7 ]
Jernigan, Terry L. [1 ,8 ]
Fischl, Bruce [9 ,10 ]
Franz, Carol E. [1 ,3 ]
Lyons, Michael J. [11 ]
Grant, Michael [11 ]
Prom-Wormley, Elizabeth [5 ,6 ]
Seidman, Larry J. [12 ]
Tsuang, Ming T. [1 ,3 ,13 ,14 ]
Fiecas, Mark Joseph A. [4 ]
Dale, Anders M. [4 ,15 ]
Kremen, William S. [1 ,3 ,14 ]
机构
[1] Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USA
[2] VA San Diego Healthcare Syst, Mental Illness Res Educ & Clin Ctr, San Diego, CA USA
[3] Univ Calif San Diego, Ctr Behav Genom, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
[5] Virginia Commonwealth Univ, Dept Psychiat, Richmond, VA USA
[6] Virginia Commonwealth Univ, Dept Human & Mol Genet, Richmond, VA USA
[7] VA San Diego Healthcare Syst, Psychol Serv, San Diego, CA USA
[8] Univ Calif San Diego, Dept Cognit Sci, San Diego, CA 92103 USA
[9] Harvard Univ, Sch Med, Dept Radiol, Boston, MA 02115 USA
[10] Massachusetts Gen Hosp, Boston, MA 02114 USA
[11] Boston Univ, Dept Psychol, Boston, MA 02215 USA
[12] Harvard Univ, Sch Med, Dept Psychiat, Boston, MA 02115 USA
[13] Univ Calif San Diego, Inst Genom Med, La Jolla, CA 92093 USA
[14] VA San Diego Healthcare Syst, Ctr Excellence Stress & Mental Hlth, San Diego, CA USA
[15] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
surface area; cortical thickness; region of interest; heritability maps; VIETNAM ERA TWIN; HUMAN CEREBRAL-CORTEX; GENETIC INFLUENCES;
D O I
10.1017/thg.2012.3
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Understanding the genetic and environmental contributions to measures of brain structure such as surface area and cortical thickness is important for a better understanding of the nature of brain-behavior relationships and changes due to development or disease. Continuous spatial maps of genetic influences on these structural features can contribute to our understanding of regional patterns of heritability, since it remains to be seen whether genetic contributions to brain structure respect the boundaries of any traditional parcellation approaches. Using data from magnetic resonance imaging scans collected on a large sample of monozygotic and dizygotic twins in the Vietnam Era Twin Study of Aging, we created maps of the heritability of areal expansion (a vertex-based area measure) and cortical thickness and examined the degree to which these maps were affected by adjustment for total surface area and mean cortical thickness. We also compared the approach of estimating regional heritability based on the average heritability of vertices within the region to the more traditional region-of-interest (ROI)-based approach. The results suggested high heritability across the cortex for areal expansion and, to a slightly lesser degree, for cortical thickness. There was a great deal of genetic overlap between global and regional measures for surface area, so maps of region-specific genetic influences on surface area revealed more modest heritabilities. There was greater inter-regional variability in heritabilities when calculated using the traditional ROI-based approach compared to summarizing vertex-by-vertex heritabilities within regions. Discrepancies between the approaches were greatest in small regions and tended to be larger for surface area than for cortical thickness measures. Implications regarding brain phenotypes for future genetic association studies are discussed.
引用
收藏
页码:304 / 314
页数:11
相关论文
共 27 条
[1]  
Centers for Disease Control and Prevention (CDC), 2003, MMWR Morb Mortal Wkly Rep, V52, P101
[2]   Genetic Influences on Cortical Regionalization in the Human Brain [J].
Chen, Chi-Hua ;
Panizzon, Matthew S. ;
Eyler, Lisa T. ;
Jernigan, Terry L. ;
Thompson, Wes ;
Fennema-Notestine, Christine ;
Jak, Amy J. ;
Neale, Michael C. ;
Franz, Carol E. ;
Hamza, Samar ;
Lyons, Michael J. ;
Grant, Michael D. ;
Fischl, Bruce ;
Seidrnan, Larry J. ;
Tsuang, Ming T. ;
Kremen, William S. ;
Dale, Anders M. .
NEURON, 2011, 72 (04) :537-544
[3]   Cortical surface-based analysis - I. Segmentation and surface reconstruction [J].
Dale, AM ;
Fischl, B ;
Sereno, MI .
NEUROIMAGE, 1999, 9 (02) :179-194
[4]   An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest [J].
Desikan, Rahul S. ;
Segonne, Florent ;
Fischl, Bruce ;
Quinn, Brian T. ;
Dickerson, Bradford C. ;
Blacker, Deborah ;
Buckner, Randy L. ;
Dale, Anders M. ;
Maguire, R. Paul ;
Hyman, Bradley T. ;
Albert, Marilyn S. ;
Killiany, Ronald J. .
NEUROIMAGE, 2006, 31 (03) :968-980
[5]   Differential effects of aging and Alzheimer's disease on medial temporal lobe cortical thickness and surface area [J].
Dickerson, Bradford C. ;
Feczko, Eric ;
Augustinack, Jean C. ;
Pacheco, Jenni ;
Morris, John C. ;
Fischl, Bruce ;
Buckner, Randy L. .
NEUROBIOLOGY OF AGING, 2009, 30 (03) :432-440
[6]   DETERMINING ZYGOSITY IN THE VIETNAM ERA TWIN REGISTRY - AN APPROACH USING QUESTIONNAIRES [J].
EISEN, S ;
NEUMAN, R ;
GOLDBERG, J ;
RICE, J ;
TRUE, W .
CLINICAL GENETICS, 1989, 35 (06) :423-432
[7]   Genetic and Environmental Contributions to Regional Cortical Surface Area in Humans: A Magnetic Resonance Imaging Twin Study [J].
Eyler, Lisa T. ;
Prom-Wormley, Elizabeth ;
Panizzon, Matthew S. ;
Kaup, Allison R. ;
Fennema-Notestine, Christine ;
Neale, Michael C. ;
Jernigan, Terry L. ;
Fischl, Bruce ;
Franz, Carol E. ;
Lyons, Michael J. ;
Grant, Michael ;
Stevens, Allison ;
Pacheco, Jennifer ;
Perry, Michele E. ;
Schmitt, J. Eric ;
Seidman, Larry J. ;
Thermenos, Heidi W. ;
Tsuang, Ming T. ;
Chen, Chi-Hua ;
Thompson, Wesley K. ;
Jak, Amy ;
Dale, Anders M. ;
Kremen, William S. .
CEREBRAL CORTEX, 2011, 21 (10) :2313-2321
[8]   Automatically parcellating the human cerebral cortex [J].
Fischl, B ;
van der Kouwe, A ;
Destrieux, C ;
Halgren, E ;
Ségonne, F ;
Salat, DH ;
Busa, E ;
Seidman, LJ ;
Goldstein, J ;
Kennedy, D ;
Caviness, V ;
Makris, N ;
Rosen, B ;
Dale, AM .
CEREBRAL CORTEX, 2004, 14 (01) :11-22
[9]   Cortical surface-based analysis - II: Inflation, flattening, and a surface-based coordinate system [J].
Fischl, B ;
Sereno, MI ;
Dale, AM .
NEUROIMAGE, 1999, 9 (02) :195-207
[10]   Measuring the thickness of the human cerebral cortex from magnetic resonance images [J].
Fischl, B ;
Dale, AM .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (20) :11050-11055