Genome-wide analysis reveals novel genes influencing temporal lobe structure with relevance to neurodegeneration in Alzheimer's disease

In a genome-wide association study of structural brain degeneration, we mapped the 3D profile of temporal lobe volume differences in 742 brain MRI scans of Alzheimer's disease patients, mildly impaired, and healthy elderly subjects. After searching 546,314 genomic markers, 2 single nucleotide polymorphisms (SNPs) were associated with bilateral temporal lobe volume (P<5 x 10(-7)). One SNP, rs10845840, is located in the GRIN2B gene which encodes the N-methyl-d-aspartate (NMDA) glutamate receptor NR2B subunit. This protein - involved in learning and memory, and excitotoxic cell death - has age-dependent prevalence in the synapse and is already a therapeutic target in Alzheimer's disease. Risk alleles for lower temporal lobe volume at this SNP were significantly over-represented in AD and MCI subjects vs. controls (odds ratio=1.273; P=0.039) and were associated with mini-mental state exam scores (MMSE; t=-2.114; P=0.035) demonstrating a negative effect on global cognitive function. Voxelwise maps of genetic association of this SNP with regional brain volumes, revealed intense temporal lobe effects (FDR correction at q=0.05; critical P=0.0257). This study uses large-scale brain mapping for gene discovery with implications for Alzheimer's disease.

[1]  F. Dudbridge,et al.  Estimation of significance thresholds for genomewide association scans , 2008, Genetic epidemiology.

[2]  Paul M. Thompson,et al.  A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method , 2008, MICCAI.

[3]  R. Kahn,et al.  Genetic influences on human brain structure: A review of brain imaging studies in twins , 2007, Human brain mapping.

[4]  Nick C Fox,et al.  Letter abstract - Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's Disease , 2009 .

[5]  Kiralee M. Hayashi,et al.  Dynamics of Gray Matter Loss in Alzheimer's Disease , 2003, The Journal of Neuroscience.

[6]  K. Nakai,et al.  Diversification of transcriptional modulation: large-scale identification and characterization of putative alternative promoters of human genes. , 2005, Genome research.

[7]  Paul M. Thompson,et al.  Inverse Consistent Mapping in 3D Deformable Image Registration: Its Construction and Statistical Properties , 2005, IPMI.

[8]  B. Maher Personal genomes: The case of the missing heritability , 2008, Nature.

[9]  Tom H. Pringle,et al.  The human genome browser at UCSC. , 2002, Genome research.

[10]  E. Lander,et al.  Genetic dissection of complex traits science , 1994 .

[11]  A. Pizzuti,et al.  mRNA distribution in adult human brain of GRIN2B, a N-methyl-d-aspartate (NMDA) receptor subunit , 1997, Neuroscience Letters.

[12]  Michael Weiner,et al.  Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: An MRI study of 676 AD, MCI, and normal subjects , 2008, NeuroImage.

[13]  J. Morris The Clinical Dementia Rating (CDR) , 1993, Neurology.

[14]  I. Gottesman,et al.  The endophenotype concept in psychiatry: etymology and strategic intentions. , 2003, The American journal of psychiatry.

[15]  Zhaohui S. Qin,et al.  A second generation human haplotype map of over 3.1 million SNPs , 2007, Nature.

[16]  P. Bosco,et al.  Genome-wide association study identifies variants at CLU and CR1 associated with Alzheimer's disease , 2009, Nature Genetics.

[17]  J. Nurnberger,et al.  A non-organic and non-enzymatic extraction method gives higher yields of genomic DNA from whole-blood samples than do nine other methods tested. , 1992, Journal of biochemical and biophysical methods.

[18]  Nick C Fox,et al.  The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods , 2008, Journal of magnetic resonance imaging : JMRI.

[19]  Nick C. Fox,et al.  The application of serial MRI analysis techniques to the study of cerebral atrophy in late-onset dementia , 2004, Medical Image Anal..

[20]  D. Blacker,et al.  Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database , 2007, Nature Genetics.

[21]  Roger N Rosenberg,et al.  Genome-wide association studies in Alzheimer disease. , 2008, Archives of neurology.

[22]  Nick C Fox,et al.  The clinical use of structural MRI in Alzheimer disease , 2010, Nature Reviews Neurology.

[23]  D. Heckerman,et al.  Efficient Control of Population Structure in Model Organism Association Mapping , 2008, Genetics.

[24]  N. Schuff,et al.  Magnetic resonance imaging of the entorhinal cortex and hippocampus in mild cognitive impairment and Alzheimer's disease , 2001, Journal of neurology, neurosurgery, and psychiatry.

[25]  Chris G. Parsons,et al.  Memantine: a NMDA receptor antagonist that improves memory by restoration of homeostasis in the glutamatergic system - too little activation is bad, too much is even worse , 2007, Neuropharmacology.

[26]  R. Petersen,et al.  Aging, mild cognitive impairment, and Alzheimer's disease. , 2000, Neurologic clinics.

[27]  J. Kemp,et al.  NMDA receptor pathways as drug targets , 2002, Nature Neuroscience.

[28]  Simon C. Potter,et al.  Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls , 2007, Nature.

[29]  J. Staiger,et al.  Using High-resolution , 2022 .

[30]  Elisabet Englund,et al.  Regional pattern of degeneration in Alzheimer's disease: neuronal loss and histopathological grading. , 2002, Histopathology.

[31]  Kiralee M. Hayashi,et al.  Plaque and tangle imaging and cognition in normal aging and Alzheimer's disease , 2010, Neurobiology of Aging.

[32]  Michael E Phelps,et al.  Influence of cognitive status, age, and APOE-4 genetic risk on brain FDDNP positron-emission tomography imaging in persons without dementia. , 2009, Archives of general psychiatry.

[33]  P Bork,et al.  Differential gene expression in mammary carcinoma cell lines: identification of DRIM, a new gene down-regulated in metastasis. , 1998, Anticancer research.

[34]  M. Folstein,et al.  Clinical diagnosis of Alzheimer's disease , 1984, Neurology.

[35]  R. Tanzi,et al.  A genetic dichotomy model for the inheritance of Alzheimer's disease and common age-related disorders. , 1999, The Journal of clinical investigation.

[36]  S. Potkin,et al.  Genome-wide strategies for discovering genetic influences on cognition and cognitive disorders: Methodological considerations , 2009, Cognitive neuropsychiatry.

[37]  C. DeCarli,et al.  Genetic correlates of brain aging on MRI and cognitive test measures: a genome-wide association and linkage analysis in the Framingham study , 2007, BMC Medical Genetics.

[38]  S. Potkin,et al.  Gene discovery through imaging genetics: identification of two novel genes associated with schizophrenia , 2009, Molecular Psychiatry.

[39]  Yi-Yu Chou,et al.  Sex differences in brain structure in auditory and cingulate regions , 2009, Neuroreport.

[40]  Nick C Fox,et al.  Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease, and shows evidence for additional susceptibility genes , 2009, Nature Genetics.

[41]  Joseph E LeDoux,et al.  Structural plasticity and memory , 2004, Nature Reviews Neuroscience.

[42]  Benjamin D. Philpot,et al.  Regulation of NMDA receptor subunit expression and its implications for LTD, LTP, and metaplasticity , 2008, Neuropharmacology.

[43]  Tyrone D. Cannon,et al.  Endophenotypes in the genetic analyses of mental disorders. , 2006, Annual review of clinical psychology.

[44]  Michael Weiner,et al.  and the Alzheimer’s Disease Neuroimaging Initiative* , 2007 .

[45]  L. Kiemeney,et al.  Corrigendum: Genetic variation in the prostate stem cell antigen gene PSCA confers susceptibility to urinary bladder cancer , 2009, Nature Genetics.

[46]  K. Roeder,et al.  The power of genomic control. , 2000, American journal of human genetics.

[47]  Kiralee M. Hayashi,et al.  Three-dimensional gray matter atrophy mapping in mild cognitive impairment and mild Alzheimer disease. , 2007, Archives of neurology.

[48]  E. Tangalos,et al.  Mild Cognitive Impairment Clinical Characterization and Outcome , 1999 .

[49]  M. McCarthy,et al.  Genome-wide association studies for complex traits: consensus, uncertainty and challenges , 2008, Nature Reviews Genetics.

[50]  Mark Daly,et al.  Haploview: analysis and visualization of LD and haplotype maps , 2005, Bioinform..

[51]  J Mazziotta,et al.  A probabilistic atlas and reference system for the human brain: International Consortium for Brain Mapping (ICBM). , 2001, Philosophical transactions of the Royal Society of London. Series B, Biological sciences.

[52]  C. Hoggart,et al.  Genome-wide association analysis of metabolic traits in a birth cohort from a founder population , 2008, Nature Genetics.

[53]  Jason J. Corneveaux,et al.  Common Kibra Alleles Are Associated with Human Memory Performance , 2006, Science.

[54]  E. Shimizu,et al.  Genetic enhancement of learning and memory in mice , 1999, Nature.

[55]  J. Haines,et al.  Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. APOE and Alzheimer Disease Meta Analysis Consortium. , 1997, JAMA.

[56]  T. Paus,et al.  Brain size and folding of the human cerebral cortex. , 2008, Cerebral cortex.

[57]  M. Peters,et al.  The Parallel Brain: The Cognitive Neuroscience of the Corpus Callosum , 2004 .

[58]  M. Folstein,et al.  Mini-Mental State Examination (MMSE) , 2019, Encyclopedia of Gerontology and Population Aging.

[59]  Amity E. Green,et al.  Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls , 2009, Human brain mapping.

[60]  H. Braak,et al.  Neuropathological stageing of Alzheimer-related changes , 2004, Acta Neuropathologica.

[61]  Thomas E. Nichols,et al.  Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate , 2002, NeuroImage.

[62]  Heidemarie Neitzel,et al.  A routine method for the establishment of permanent growing lymphoblastoid cell lines , 1986, Human Genetics.

[63]  Y. Benjamini,et al.  Controlling the false discovery rate: a practical and powerful approach to multiple testing , 1995 .

[64]  J. Haines,et al.  Effects of Age, Sex, and Ethnicity on the Association Between Apolipoprotein E Genotype and Alzheimer Disease: A Meta-analysis , 1997 .

[65]  T. Südhof,et al.  Neurexins: synaptic cell surface proteins related to the alpha-latrotoxin receptor and laminin. , 1992, Science.

[66]  A. Toga,et al.  Tracking Alzheimer's Disease , 2007, Annals of the New York Academy of Sciences.

[67]  Yoav Freund,et al.  A decision-theoretic generalization of on-line learning and an application to boosting , 1995, EuroCOLT.

[68]  Manuel A. R. Ferreira,et al.  PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.