Person: Walsh, Christopher
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Publication Whole-Exome Sequencing and Homozygosity Analysis Implicate Depolarization-Regulated Neuronal Genes in Autism
(Public Library of Science, 2012) Yu, Timothy W.; Lim, Elaine T.; Stevens, Christine R.; Gabriel, Stacey B.; Chahrour, Maria H.; Ataman, Bulent; Coulter, Michael Edward; Hill, Robert; Schubert, Christian; Greenberg, Michael; Walsh, ChristopherAlthough autism has a clear genetic component, the high genetic heterogeneity of the disorder has been a challenge for the identification of causative genes. We used homozygosity analysis to identify probands from nonconsanguineous families that showed evidence of distant shared ancestry, suggesting potentially recessive mutations. Whole-exome sequencing of 16 probands revealed validated homozygous, potentially pathogenic recessive mutations that segregated perfectly with disease in 4/16 families. The candidate genes (UBE3B, CLTCL1, NCKAP5L, ZNF18) encode proteins involved in proteolysis, GTPase-mediated signaling, cytoskeletal organization, and other pathways. Furthermore, neuronal depolarization regulated the transcription of these genes, suggesting potential activity-dependent roles in neurons. We present a multidimensional strategy for filtering whole-exome sequence data to find candidate recessive mutations in autism, which may have broader applicability to other complex, heterogeneous disorders.
Publication Impact of PNKP mutations associated with microcephaly, seizures and developmental delay on enzyme activity and DNA strand break repair
(Oxford University Press, 2012) Reynolds, John J.; Walker, Alexandra K.; Gilmore, Edward C.; Walsh, Christopher; Caldecott, Keith W.Microcephaly with early-onset, intractable seizures and developmental delay (MCSZ) is a hereditary disease caused by mutations in polynucleotide kinase/phosphatase (PNKP), a DNA strand break repair protein with DNA 5′-kinase and DNA 3′-phosphatase activity. To investigate the molecular basis of this disease, we examined the impact of MCSZ mutations on PNKP activity in vitro and in cells. Three of the four mutations currently associated with MCSZ greatly reduce or ablate DNA kinase activity of recombinant PNKP at 30°C (L176F, T424Gfs48X and exon15Δfs4X), but only one of these mutations reduces DNA phosphatase activity under the same conditions (L176F). The fourth mutation (E326K) has little impact on either DNA kinase or DNA phosphatase activity at 30°C, but is less stable than the wild-type enzyme at physiological temperature. Critically, all of the MCSZ mutations identified to date result in ∼10-fold reduced cellular levels of PNKP protein, and reduced rates of chromosomal DNA strand break repair. Together, these data suggest that all four known MCSZ mutations reduce the cellular stability and level of PNKP protein, with three mutations likely ablating cellular DNA 5′-kinase activity and all of the mutations greatly reducing cellular DNA 3′-phosphatase activity.
Publication Common Genetic Variants, Acting Additively, Are a Major Source of Risk for Autism
(BioMed Central, 2012) Klei, Lambertus; Sanders, Stephan J; Murtha, Michael T; Hus, Vanessa; Lowe, Jennifer K; Willsey, A Jeremy; Moreno-De-Luca, Daniel; Yu, Timothy W; Fombonne, Eric; Geschwind, Daniel; Grice, Dorothy E; Ledbetter, David H; Lord, Catherine; Mane, Shrikant M; Martin, Christa Lese; Martin, Donna M; Melhem, Nadine M; Chaste, Pauline; Sutcliffe, James S; State, Matthew W; Cook, Edwin H; Roeder, Kathryn; Devlin, Bernie; Morrow, Eric M.; Walsh, ChristopherBackground: Autism spectrum disorders (ASD) are early onset neurodevelopmental syndromes typified by impairments in reciprocal social interaction and communication, accompanied by restricted and repetitive behaviors. While rare and especially de novo genetic variation are known to affect liability, whether common genetic polymorphism plays a substantial role is an open question and the relative contribution of genes and environment is contentious. It is probable that the relative contributions of rare and common variation, as well as environment, differs between ASD families having only a single affected individual (simplex) versus multiplex families who have two or more affected individuals. Methods: By using quantitative genetics techniques and the contrast of ASD subjects to controls, we estimate what portion of liability can be explained by additive genetic effects, known as narrow-sense heritability. We evaluate relatives of ASD subjects using the same methods to evaluate the assumptions of the additive model and partition families by simplex/multiplex status to determine how heritability changes with status. Results: By analyzing common variation throughout the genome, we show that common genetic polymorphism exerts substantial additive genetic effects on ASD liability and that simplex/multiplex family status has an impact on the identified composition of that risk. As a fraction of the total variation in liability, the estimated narrow-sense heritability exceeds 60% for ASD individuals from multiplex families and is approximately 40% for simplex families. By analyzing parents, unaffected siblings and alleles not transmitted from parents to their affected children, we conclude that the data for simplex ASD families follow the expectation for additive models closely. The data from multiplex families deviate somewhat from an additive model, possibly due to parental assortative mating. Conclusions: Our results, when viewed in the context of results from genome-wide association studies, demonstrate that a myriad of common variants of very small effect impacts ASD liability.
Publication Single-Cell, Genome-wide Sequencing Identifies Clonal Somatic Copy-Number Variation in the Human Brain
(2014) Cai, Xuyu; Evrony, Gilad; Lehmann, Hillel S.; Elhosary, Princess C.; Mehta, Bhaven K.; Poduri, Annapurna; Walsh, ChristopherSUMMARY De novo copy-number variants (CNVs) can cause neuropsychiatric disease, but the degree to which they occur somatically, and during development, is unknown. Single-cell whole-genome sequencing (WGS) in >200 single cells, including >160 neurons from three normal and two pathological human brains, sensitively identified germline trisomy of chromosome 18 but found most (≥95%) neurons in normal brain tissue to be euploid. Analysis of a patient with hemimegalencephaly (HMG) due to a somatic CNV of chromosome 1q found unexpected tetrasomy 1q in ~20% of neurons, suggesting that CNVs in a minority of cells can cause widespread brain dysfunction. Single-cell analysis identified large (>1 Mb) clonal CNVs in lymphoblasts and in single neurons from normal human brain tissue, suggesting that some CNVs occur during neurogenesis. Many neurons contained one or more large candidate private CNVs, including one at chromosome 15q13.2-13.3, a site of duplication in neuropsychiatric conditions. Large private and clonal somatic CNVs occur in normal and diseased human brains.
Publication CHMP1A encodes an essential regulator of BMI1-INK4A in cerebellar development
(2013) Mochida, Ganeshwaran; Ganesh, Vijay; de Michelena, Maria I.; Dias, Hugo; Atabay, Kutay D.; Kathrein, Katie L.; Huang, Emily; Hill, Robert; Felie, Jillian M.; Rakiec, Daniel; Gleason, Danielle; Hill, Anthony D.; Malik, Athar; Barry, Brenda J.; Partlow, Jennifer; Tan, Wen-Hann; Glader, Laurie; Barkovich, A. James; Dobyns, William B.; Zon, Leonard; Walsh, ChristopherPublication Resolving rates of mutation in the brain using single-neuron genomics
(eLife Sciences Publications, Ltd, 2016) Evrony, Gilad D; Lee, Eunjung; Park, Peter; Walsh, ChristopherWhether somatic mutations contribute functional diversity to brain cells is a long-standing question. Single-neuron genomics enables direct measurement of somatic mutation rates in human brain and promises to answer this question. A recent study (Upton et al., 2015) reported high rates of somatic LINE-1 element (L1) retrotransposition in the hippocampus and cerebral cortex that would have major implications for normal brain function, and suggested that these events preferentially impact genes important for neuronal function. We identify aspects of the single-cell sequencing approach, bioinformatic analysis, and validation methods that led to thousands of artifacts being interpreted as somatic mutation events. Our reanalysis supports a mutation frequency of approximately 0.2 events per cell, which is about fifty-fold lower than reported, confirming that L1 elements mobilize in some human neurons but indicating that L1 mosaicism is not ubiquitous. Through consideration of the challenges identified, we provide a foundation and framework for designing single-cell genomics studies. DOI: http://dx.doi.org/10.7554/eLife.12966.001
Publication A microRNA negative feedback loop downregulates vesicle transport and inhibits fear memory
(eLife Sciences Publications, Ltd, 2016) Mathew, Rebecca S; Tatarakis, Antonis; Rudenko, Andrii; Johnson-Venkatesh, Erin M; Yang, Yawei J; Murphy, Elisabeth A; Todd, Travis P; Schepers, Scott T; Siuti, Nertila; Martorell, Anthony J; Falls, William A; Hammack, Sayamwong E; Walsh, Christopher; Tsai, Li-Huei; Umemori, Hisashi; Bouton, Mark E; Moazed, DaneshThe SNARE-mediated vesicular transport pathway plays major roles in synaptic remodeling associated with formation of long-term memories, but the mechanisms that regulate this pathway during memory acquisition are not fully understood. Here we identify miRNAs that are up-regulated in the rodent hippocampus upon contextual fear-conditioning and identify the vesicular transport and synaptogenesis pathways as the major targets of the fear-induced miRNAs. We demonstrate that miR-153, a member of this group, inhibits the expression of key components of the vesicular transport machinery, and down-regulates Glutamate receptor A1 trafficking and neurotransmitter release. MiR-153 expression is specifically induced during LTP induction in hippocampal slices and its knockdown in the hippocampus of adult mice results in enhanced fear memory. Our results suggest that miR-153, and possibly other fear-induced miRNAs, act as components of a negative feedback loop that blocks neuronal hyperactivity at least partly through the inhibition of the vesicular transport pathway. DOI: http://dx.doi.org/10.7554/eLife.22467.001
Publication CC2D1A Regulates Human Intellectual and Social Function as well as NF-κB Signaling Homeostasis
(2015) Manzini, M. Chiara; Xiong, Lan; Shaheen, Ranad; Tambunan, Dimira E.; Di Costanzo, Stefania; Mitisalis, Vanessa; Tischfield, David J.; Cinquino, Antonella; Ghaziuddin, Mohammed; Christian, Mehtab; Jiang, Qin; Laurent, Sandra; Nanjiani, Zohair A.; Rasheed, Saima; Hill, R. Sean; Lizarraga, Sofia B.; Gleason, Danielle; Sabbagh, Diya; Salih, Mustafa A.; Alkuraya, Fowzan S.; Walsh, ChristopherSUMMARY Autism spectrum disorder (ASD) and intellectual disability (ID) are often comorbid, but the extent to which they share common genetic causes remains controversial. Here, we present two autosomal-recessive “founder” mutations in the CC2D1A gene causing fully penetrant cognitive phenotypes, including mild-to-severe ID, ASD, as well as seizures, suggesting shared developmental mechanisms. CC2D1A regulates multiple intracellular signaling pathways, and we found its strongest effect to be on the transcription factor nuclear factor κB (NF-κB). Cc2d1a gain and loss of function both increase activation of NF-κB, revealing a critical role of Cc2d1a in homeostatic control of intra-cellular signaling. Cc2d1a knockdown in neurons reduces dendritic complexity and increases NF-κB activity, and the effects of Cc2d1a depletion can be rescued by inhibiting NF-κB activity. Homeostatic regulation of neuronal signaling pathways provides a mechanism whereby common founder mutations could manifest diverse symptoms in different patients.
Publication Synaptic, transcriptional, and chromatin genes disrupted in autism
(2014) De Rubeis, Silvia; He, Xin; Goldberg, Arthur P.; Poultney, Christopher S.; Samocha, Kaitlin E.; Cicek, A Ercument; Kou, Yan; Liu, Li; Fromer, Menachem; Walker, Susan; Singh, Tarjinder; Klei, Lambertus; Kosmicki, Jack; Fu, Shih-Chen; Aleksic, Branko; Biscaldi, Monica; Bolton, Patrick F.; Brownfeld, Jessica M.; Cai, Jinlu; Campbell, Nicholas J.; Carracedo, Angel; Chahrour, Maria H.; Chiocchetti, Andreas G.; Coon, Hilary; Crawford, Emily L.; Crooks, Lucy; Curran, Sarah R.; Dawson, Geraldine; Duketis, Eftichia; Fernandez, Bridget A.; Gallagher, Louise; Geller, Evan; Guter, Stephen J.; Hill, R. Sean; Ionita-Laza, Iuliana; Gonzalez, Patricia Jimenez; Kilpinen, Helena; Klauck, Sabine M.; Kolevzon, Alexander; Lee, Irene; Lei, Jing; Lehtimäki, Terho; Lin, Chiao-Feng; Ma'ayan, Avi; Marshall, Christian R.; McInnes, Alison L.; Neale, Benjamin; Owen, Michael J.; Ozaki, Norio; Parellada, Mara; Parr, Jeremy R.; Purcell, Shaun; Puura, Kaija; Rajagopalan, Deepthi; Rehnström, Karola; Reichenberg, Abraham; Sabo, Aniko; Sachse, Michael; Sanders, Stephan J.; Schafer, Chad; Schulte-Rüther, Martin; Skuse, David; Stevens, Christine; Szatmari, Peter; Tammimies, Kristiina; Valladares, Otto; Voran, Annette; Wang, Li-San; Weiss, Lauren A.; Willsey, A. Jeremy; Yu, Timothy W.; Yuen, Ryan K.C.; Cook, Edwin H.; Freitag, Christine M.; Gill, Michael; Hultman, Christina M.; Lehner, Thomas; Palotie, Aarno; Schellenberg, Gerard D.; Sklar, Pamela; State, Matthew W.; Sutcliffe, James S.; Walsh, Christopher; Scherer, Stephen W.; Zwick, Michael E.; Barrett, Jeffrey C.; Cutler, David J.; Roeder, Kathryn; Devlin, Bernie; Daly, Mark; Buxbaum, Joseph D.Summary The genetic architecture of autism spectrum disorder involves the interplay of common and rare variation and their impact on hundreds of genes. Using exome sequencing, analysis of rare coding variation in 3,871 autism cases and 9,937 ancestry-matched or parental controls implicates 22 autosomal genes at a false discovery rate (FDR) < 0.05, and a set of 107 autosomal genes strongly enriched for those likely to affect risk (FDR < 0.30). These 107 genes, which show unusual evolutionary constraint against mutations, incur de novo loss-of-function mutations in over 5% of autistic subjects. Many of the genes implicated encode proteins for synaptic, transcriptional, and chromatin remodeling pathways. These include voltage-gated ion channels regulating propagation of action potentials, pacemaking, and excitability-transcription coupling, as well as histone-modifying enzymes and chromatin remodelers, prominently histone post-translational modifications involving lysine methylation/demethylation.
Publication Genetic Changes Shaping the Human Brain
(2015) Bae, Byoung-il; Jayaraman, Divya; Walsh, ChristopherSummary The development and function of our brain are governed by a genetic blueprint, which reflects dynamic changes over the history of evolution. Recent progress in genetics and genomics, facilitated by next-generation sequencing and single-cell sorting, has identified numerous genomic loci that are associated with a neuroanatomical or neurobehavioral phenotype. Here, we review some of the genetic changes in both protein-coding and noncoding regions that affect brain development and evolution, as well as recent progress in brain transcriptomics. Understanding these genetic changes may provide novel insights into neurological and neuropsychiatric disorders, such as autism and schizophrenia.