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1.
Cell ; 186(18): 3747-3752, 2023 08 31.
Artículo en Inglés | MEDLINE | ID: mdl-37657415

RESUMEN

A paradigm shift in research culture is required to ease perceived tensions between autistic people and the biomedical research community. As a group of autistic and non-autistic scientists and stakeholders, we contend that through participatory research, we can reject a deficit-based conceptualization of autism while building a shared vision for a neurodiversity-affirmative biomedical research paradigm.


Asunto(s)
Trastorno Autístico , Investigación Biomédica , Humanos , Investigación Biomédica/ética , Conducta , Investigación Participativa Basada en la Comunidad
2.
Cell ; 184(16): 4315-4328.e17, 2021 08 05.
Artículo en Inglés | MEDLINE | ID: mdl-34197734

RESUMEN

An ability to build structured mental maps of the world underpins our capacity to imagine relationships between objects that extend beyond experience. In rodents, such representations are supported by sequential place cell reactivations during rest, known as replay. Schizophrenia is proposed to reflect a compromise in structured mental representations, with animal models reporting abnormalities in hippocampal replay and associated ripple activity during rest. Here, utilizing magnetoencephalography (MEG), we tasked patients with schizophrenia and control participants to infer unobserved relationships between objects by reorganizing visual experiences containing these objects. During a post-task rest session, controls exhibited fast spontaneous neural reactivation of presented objects that replayed inferred relationships. Replay was coincident with increased ripple power in hippocampus. Patients showed both reduced replay and augmented ripple power relative to controls, convergent with findings in animal models. These abnormalities are linked to impairments in behavioral acquisition and subsequent neural representation of task structure.


Asunto(s)
Aprendizaje , Neuronas/patología , Esquizofrenia/patología , Esquizofrenia/fisiopatología , Ritmo alfa/fisiología , Conducta , Mapeo Encefálico , Femenino , Hipocampo/fisiopatología , Humanos , Magnetoencefalografía , Masculino , Modelos Biológicos , Análisis y Desempeño de Tareas
3.
Cell ; 184(24): 5916-5931.e17, 2021 11 24.
Artículo en Inglés | MEDLINE | ID: mdl-34767757

RESUMEN

There is increasing interest in the potential contribution of the gut microbiome to autism spectrum disorder (ASD). However, previous studies have been underpowered and have not been designed to address potential confounding factors in a comprehensive way. We performed a large autism stool metagenomics study (n = 247) based on participants from the Australian Autism Biobank and the Queensland Twin Adolescent Brain project. We found negligible direct associations between ASD diagnosis and the gut microbiome. Instead, our data support a model whereby ASD-related restricted interests are associated with less-diverse diet, and in turn reduced microbial taxonomic diversity and looser stool consistency. In contrast to ASD diagnosis, our dataset was well powered to detect microbiome associations with traits such as age, dietary intake, and stool consistency. Overall, microbiome differences in ASD may reflect dietary preferences that relate to diagnostic features, and we caution against claims that the microbiome has a driving role in ASD.


Asunto(s)
Trastorno Autístico/microbiología , Conducta Alimentaria , Microbioma Gastrointestinal , Adolescente , Factores de Edad , Trastorno Autístico/diagnóstico , Conducta , Niño , Preescolar , Heces/microbiología , Femenino , Humanos , Masculino , Fenotipo , Filogenia , Especificidad de la Especie
4.
Cell ; 182(1): 112-126.e18, 2020 07 09.
Artículo en Inglés | MEDLINE | ID: mdl-32504542

RESUMEN

Every decision we make is accompanied by a sense of confidence about its likely outcome. This sense informs subsequent behavior, such as investing more-whether time, effort, or money-when reward is more certain. A neural representation of confidence should originate from a statistical computation and predict confidence-guided behavior. An additional requirement for confidence representations to support metacognition is abstraction: they should emerge irrespective of the source of information and inform multiple confidence-guided behaviors. It is unknown whether neural confidence signals meet these criteria. Here, we show that single orbitofrontal cortex neurons in rats encode statistical decision confidence irrespective of the sensory modality, olfactory or auditory, used to make a choice. The activity of these neurons also predicts two confidence-guided behaviors: trial-by-trial time investment and cross-trial choice strategy updating. Orbitofrontal cortex thus represents decision confidence consistent with a metacognitive process that is useful for mediating confidence-guided economic decisions.


Asunto(s)
Conducta/fisiología , Corteza Prefrontal/fisiología , Animales , Conducta de Elección/fisiología , Toma de Decisiones , Modelos Biológicos , Neuronas/fisiología , Ratas Long-Evans , Sensación/fisiología , Análisis y Desempeño de Tareas , Factores de Tiempo
5.
Cell ; 167(4): 915-932, 2016 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-27814521

RESUMEN

Neurodevelopment is a complex process governed by both intrinsic and extrinsic signals. While historically studied by researching the brain, inputs from the periphery impact many neurological conditions. Indeed, emerging data suggest communication between the gut and the brain in anxiety, depression, cognition, and autism spectrum disorder (ASD). The development of a healthy, functional brain depends on key pre- and post-natal events that integrate environmental cues, such as molecular signals from the gut. These cues largely originate from the microbiome, the consortium of symbiotic bacteria that reside within all animals. Research over the past few years reveals that the gut microbiome plays a role in basic neurogenerative processes such as the formation of the blood-brain barrier, myelination, neurogenesis, and microglia maturation and also modulates many aspects of animal behavior. Herein, we discuss the biological intersection of neurodevelopment and the microbiome and explore the hypothesis that gut bacteria are integral contributors to development and function of the nervous system and to the balance between mental health and disease.


Asunto(s)
Encéfalo/fisiología , Microbioma Gastrointestinal , Animales , Conducta , Encéfalo/crecimiento & desarrollo , Femenino , Humanos , Trastornos del Neurodesarrollo/microbiología , Embarazo , Vagina/microbiología
7.
Physiol Rev ; 101(2): 611-681, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-32970967

RESUMEN

This article reviews the behavioral neuroscience of extinction, the phenomenon in which a behavior that has been acquired through Pavlovian or instrumental (operant) learning decreases in strength when the outcome that reinforced it is removed. Behavioral research indicates that neither Pavlovian nor operant extinction depends substantially on erasure of the original learning but instead depends on new inhibitory learning that is primarily expressed in the context in which it is learned, as exemplified by the renewal effect. Although the nature of the inhibition may differ in Pavlovian and operant extinction, in either case the decline in responding may depend on both generalization decrement and the correction of prediction error. At the neural level, Pavlovian extinction requires a tripartite neural circuit involving the amygdala, prefrontal cortex, and hippocampus. Synaptic plasticity in the amygdala is essential for extinction learning, and prefrontal cortical inhibition of amygdala neurons encoding fear memories is involved in extinction retrieval. Hippocampal-prefrontal circuits mediate fear relapse phenomena, including renewal. Instrumental extinction involves distinct ensembles in corticostriatal, striatopallidal, and striatohypothalamic circuits as well as their thalamic returns for inhibitory (extinction) and excitatory (renewal and other relapse phenomena) control over operant responding. The field has made significant progress in recent decades, although a fully integrated biobehavioral understanding still awaits.


Asunto(s)
Conducta Animal/fisiología , Conducta/fisiología , Encéfalo/fisiología , Condicionamiento Clásico/fisiología , Extinción Psicológica/fisiología , Animales , Condicionamiento Operante , Humanos
8.
Annu Rev Neurosci ; 43: 485-507, 2020 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-32303147

RESUMEN

Behavior is readily classified into patterns of movements with inferred common goals-actions. Goals may be discrete; movements are continuous. Through the careful study of isolated movements in laboratory settings, or via introspection, it has become clear that animals can exhibit exquisite graded specification to their movements. Moreover, graded control can be as fundamental to success as the selection of which action to perform under many naturalistic scenarios: a predator adjusting its speed to intercept moving prey, or a tool-user exerting the perfect amount of force to complete a delicate task. The basal ganglia are a collection of nuclei in vertebrates that extend from the forebrain (telencephalon) to the midbrain (mesencephalon), constituting a major descending extrapyramidal pathway for control over midbrain and brainstem premotor structures. Here we discuss how this pathway contributes to the continuous specification of movements that endows our voluntary actions with vigor and grace.


Asunto(s)
Ganglios Basales/fisiología , Conducta/fisiología , Encéfalo/fisiología , Movimiento/fisiología , Vías Nerviosas/fisiología , Animales , Humanos , Neuronas/fisiología
9.
Annu Rev Neurosci ; 43: 391-415, 2020 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-32250724

RESUMEN

Neural activity and behavior are both notoriously variable, with responses differing widely between repeated presentation of identical stimuli or trials. Recent results in humans and animals reveal that these variations are not random in their nature, but may in fact be due in large part to rapid shifts in neural, cognitive, and behavioral states. Here we review recent advances in the understanding of rapid variations in the waking state, how variations are generated, and how they modulate neural and behavioral responses in both mice and humans. We propose that the brain has an identifiable set of states through which it wanders continuously in a nonrandom fashion, owing to the activity of both ascending modulatory and fast-acting corticocortical and subcortical-cortical neural pathways. These state variations provide the backdrop upon which the brain operates, and understanding them is critical to making progress in revealing the neural mechanisms underlying cognition and behavior.


Asunto(s)
Conducta/fisiología , Encéfalo/fisiología , Red Nerviosa/fisiología , Vías Nerviosas/fisiología , Animales , Corteza Cerebral/fisiología , Humanos , Neuronas/fisiología
10.
Annu Rev Neurosci ; 43: 315-336, 2020 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-32101484

RESUMEN

All mammals must suckle and swallow at birth, and subsequently chew and swallow solid foods, for optimal growth and health. These initially innate behaviors depend critically upon coordinated development of the mouth, tongue, pharynx, and larynx as well as the cranial nerves that control these structures. Disrupted suckling, feeding, and swallowing from birth onward-perinatal dysphagia-is often associated with several neurodevelopmental disorders that subsequently alter complex behaviors. Apparently, a broad range of neurodevelopmental pathologic mechanisms also target oropharyngeal and cranial nerve differentiation. These aberrant mechanisms, including altered patterning, progenitor specification, and neurite growth, prefigure dysphagia and may then compromise circuits for additional behavioral capacities. Thus, perinatal dysphagia may be an early indicator of disrupted genetic and developmental programs that compromise neural circuits and yield a broad range of behavioral deficits in neurodevelopmental disorders.


Asunto(s)
Animales Lactantes/fisiología , Trastornos de Deglución/patología , Red Nerviosa/fisiología , Faringe/patología , Animales , Conducta/fisiología , Deglución/fisiología , Trastornos de Deglución/fisiopatología , Humanos , Faringe/fisiología
11.
PLoS Biol ; 22(5): e3002656, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38820496

RESUMEN

Negation is key for cognition but has no physical basis, raising questions about its neural origins. A new study in PLOS Biology on the negation of scalar adjectives shows that negation acts in part by altering the response to the adjective it negates.


Asunto(s)
Encéfalo , Cognición , Encéfalo/fisiología , Humanos , Cognición/fisiología , Conducta/fisiología
12.
Proc Natl Acad Sci U S A ; 121(9): e2313925121, 2024 Feb 27.
Artículo en Inglés | MEDLINE | ID: mdl-38386710

RESUMEN

We administer a Turing test to AI chatbots. We examine how chatbots behave in a suite of classic behavioral games that are designed to elicit characteristics such as trust, fairness, risk-aversion, cooperation, etc., as well as how they respond to a traditional Big-5 psychological survey that measures personality traits. ChatGPT-4 exhibits behavioral and personality traits that are statistically indistinguishable from a random human from tens of thousands of human subjects from more than 50 countries. Chatbots also modify their behavior based on previous experience and contexts "as if" they were learning from the interactions and change their behavior in response to different framings of the same strategic situation. Their behaviors are often distinct from average and modal human behaviors, in which case they tend to behave on the more altruistic and cooperative end of the distribution. We estimate that they act as if they are maximizing an average of their own and partner's payoffs.


Asunto(s)
Inteligencia Artificial , Conducta , Humanos , Altruismo , Confianza
13.
Physiol Rev ; 99(1): 605-663, 2019 01 01.
Artículo en Inglés | MEDLINE | ID: mdl-30475657

RESUMEN

The gustatory system serves as a critical line of defense against ingesting harmful substances. Technological advances have fostered the characterization of peripheral receptors and have created opportunities for more selective manipulations of the nervous system, yet the neurobiological mechanisms underlying taste-based avoidance and aversion remain poorly understood. One conceptual obstacle stems from a lack of recognition that taste signals subserve several behavioral and physiological functions which likely engage partially segregated neural circuits. Moreover, although the gustatory system evolved to respond expediently to broad classes of biologically relevant chemicals, innate repertoires are often not in register with the actual consequences of a food. The mammalian brain exhibits tremendous flexibility; responses to taste can be modified in a specific manner according to bodily needs and the learned consequences of ingestion. Therefore, experimental strategies that distinguish between the functional properties of various taste-guided behaviors and link them to specific neural circuits need to be applied. Given the close relationship between the gustatory and visceroceptive systems, a full reckoning of the neural architecture of bad taste requires an understanding of how these respective sensory signals are integrated in the brain.


Asunto(s)
Conducta/fisiología , Encéfalo/fisiología , Aprendizaje/fisiología , Percepción del Gusto/fisiología , Gusto/fisiología , Animales , Humanos , Papilas Gustativas/fisiología
14.
Physiol Rev ; 99(4): 1877-2013, 2019 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-31460832

RESUMEN

The importance of the gut-brain axis in maintaining homeostasis has long been appreciated. However, the past 15 yr have seen the emergence of the microbiota (the trillions of microorganisms within and on our bodies) as one of the key regulators of gut-brain function and has led to the appreciation of the importance of a distinct microbiota-gut-brain axis. This axis is gaining ever more traction in fields investigating the biological and physiological basis of psychiatric, neurodevelopmental, age-related, and neurodegenerative disorders. The microbiota and the brain communicate with each other via various routes including the immune system, tryptophan metabolism, the vagus nerve and the enteric nervous system, involving microbial metabolites such as short-chain fatty acids, branched chain amino acids, and peptidoglycans. Many factors can influence microbiota composition in early life, including infection, mode of birth delivery, use of antibiotic medications, the nature of nutritional provision, environmental stressors, and host genetics. At the other extreme of life, microbial diversity diminishes with aging. Stress, in particular, can significantly impact the microbiota-gut-brain axis at all stages of life. Much recent work has implicated the gut microbiota in many conditions including autism, anxiety, obesity, schizophrenia, Parkinson's disease, and Alzheimer's disease. Animal models have been paramount in linking the regulation of fundamental neural processes, such as neurogenesis and myelination, to microbiome activation of microglia. Moreover, translational human studies are ongoing and will greatly enhance the field. Future studies will focus on understanding the mechanisms underlying the microbiota-gut-brain axis and attempt to elucidate microbial-based intervention and therapeutic strategies for neuropsychiatric disorders.


Asunto(s)
Bacterias/metabolismo , Encefalopatías/microbiología , Encéfalo/microbiología , Microbioma Gastrointestinal , Intestinos/microbiología , Factores de Edad , Envejecimiento , Animales , Bacterias/inmunología , Bacterias/patogenicidad , Conducta , Encéfalo/inmunología , Encéfalo/metabolismo , Encéfalo/fisiopatología , Encefalopatías/metabolismo , Encefalopatías/fisiopatología , Encefalopatías/psicología , Disbiosis , Sistema Nervioso Entérico/metabolismo , Sistema Nervioso Entérico/microbiología , Sistema Nervioso Entérico/fisiopatología , Interacciones Huésped-Patógeno , Humanos , Intestinos/inmunología , Neuroinmunomodulación , Plasticidad Neuronal , Factores de Riesgo
15.
Annu Rev Neurosci ; 41: 185-206, 2018 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-29986162

RESUMEN

Understanding the biological basis for human-specific cognitive traits presents both immense challenges and unique opportunities. Although the question of what makes us human has been investigated with several different methods, the rise of comparative genomics, epigenomics, and medical genetics has provided tools to help narrow down and functionally assess the regions of the genome that seem evolutionarily relevant along the human lineage. In this review, we focus on how medical genetic cases have provided compelling functional evidence for genes and loci that appear to have interesting evolutionary signatures in humans. Furthermore, we examine a special class of noncoding regions, human accelerated regions (HARs), that have been suggested to show human-lineage-specific divergence, and how the use of clinical and population data has started to provide functional information to examine these regions. Finally, we outline methods that provide new insights into functional noncoding sequences in evolution.


Asunto(s)
Conducta/fisiología , Evolución Biológica , Encéfalo , Genómica , Enfermedades del Sistema Nervioso , Animales , Encéfalo/citología , Encéfalo/crecimiento & desarrollo , Encéfalo/metabolismo , Regulación del Desarrollo de la Expresión Génica/genética , Humanos , Enfermedades del Sistema Nervioso/genética , Enfermedades del Sistema Nervioso/patología , Enfermedades del Sistema Nervioso/fisiopatología
16.
Nat Rev Neurosci ; 22(6): 359-371, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33859408

RESUMEN

Cognition can be defined as computation over meaningful representations in the brain to produce adaptive behaviour. There are two views on the relationship between cognition and the brain that are largely implicit in the literature. The Sherringtonian view seeks to explain cognition as the result of operations on signals performed at nodes in a network and passed between them that are implemented by specific neurons and their connections in circuits in the brain. The contrasting Hopfieldian view explains cognition as the result of transformations between or movement within representational spaces that are implemented by neural populations. Thus, the Hopfieldian view relegates details regarding the identity of and connections between specific neurons to the status of secondary explainers. Only the Hopfieldian approach has the representational and computational resources needed to develop novel neurofunctional objects that can serve as primary explainers of cognition.


Asunto(s)
Encéfalo/fisiología , Cognición/fisiología , Modelos Neurológicos , Modelos Psicológicos , Conducta , Conectoma , Humanos , Interneuronas/fisiología , Procesos Mentales/fisiología , Neuronas/fisiología , Filosofía
17.
Nat Rev Neurosci ; 22(3): 167-179, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33536614

RESUMEN

Cognitive and behavioural flexibility permit the appropriate adjustment of thoughts and behaviours in response to changing environmental demands. Brain mechanisms enabling flexibility have been examined using non-invasive neuroimaging and behavioural approaches in humans alongside pharmacological and lesion studies in animals. This work has identified large-scale functional brain networks encompassing lateral and orbital frontoparietal, midcingulo-insular and frontostriatal regions that support flexibility across the lifespan. Flexibility can be compromised in early-life neurodevelopmental disorders, clinical conditions that emerge during adolescence and late-life dementias. We critically evaluate evidence for the enhancement of flexibility through cognitive training, physical activity and bilingual experience.


Asunto(s)
Conducta/fisiología , Cognición/fisiología , Red Nerviosa/fisiología , Fenómenos Fisiológicos del Sistema Nervioso , Animales , Síntomas Conductuales/fisiopatología , Trastornos del Conocimiento/fisiopatología , Humanos , Red Nerviosa/fisiopatología , Vías Nerviosas/fisiología
18.
Nature ; 586(7827): 87-94, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32939091

RESUMEN

Advanced imaging methods now allow cell-type-specific recording of neural activity across the mammalian brain, potentially enabling the exploration of how brain-wide dynamical patterns give rise to complex behavioural states1-12. Dissociation is an altered behavioural state in which the integrity of experience is disrupted, resulting in reproducible cognitive phenomena including the dissociation of stimulus detection from stimulus-related affective responses. Dissociation can occur as a result of trauma, epilepsy or dissociative drug use13,14, but despite its substantial basic and clinical importance, the underlying neurophysiology of this state is unknown. Here we establish such a dissociation-like state in mice, induced by precisely-dosed administration of ketamine or phencyclidine. Large-scale imaging of neural activity revealed that these dissociative agents elicited a 1-3-Hz rhythm in layer 5 neurons of the retrosplenial cortex. Electrophysiological recording with four simultaneously deployed high-density probes revealed rhythmic coupling of the retrosplenial cortex with anatomically connected components of thalamus circuitry, but uncoupling from most other brain regions was observed-including a notable inverse correlation with frontally projecting thalamic nuclei. In testing for causal significance, we found that rhythmic optogenetic activation of retrosplenial cortex layer 5 neurons recapitulated dissociation-like behavioural effects. Local retrosplenial hyperpolarization-activated cyclic-nucleotide-gated potassium channel 1 (HCN1) pacemakers were required for systemic ketamine to induce this rhythm and to elicit dissociation-like behavioural effects. In a patient with focal epilepsy, simultaneous intracranial stereoencephalography recordings from across the brain revealed a similarly localized rhythm in the homologous deep posteromedial cortex that was temporally correlated with pre-seizure self-reported dissociation, and local brief electrical stimulation of this region elicited dissociative experiences. These results identify the molecular, cellular and physiological properties of a conserved deep posteromedial cortical rhythm that underlies states of dissociation.


Asunto(s)
Ondas Encefálicas/fisiología , Corteza Cerebral/fisiología , Trastornos Disociativos/fisiopatología , Potenciales de Acción/efectos de los fármacos , Animales , Conducta/efectos de los fármacos , Ondas Encefálicas/efectos de los fármacos , Corteza Cerebral/citología , Corteza Cerebral/diagnóstico por imagen , Corteza Cerebral/efectos de los fármacos , Trastornos Disociativos/diagnóstico por imagen , Electrofisiología , Femenino , Humanos , Canales Regulados por Nucleótidos Cíclicos Activados por Hiperpolarización/metabolismo , Ketamina/farmacología , Masculino , Ratones , Ratones Endogámicos C57BL , Neuronas/efectos de los fármacos , Optogenética , Autoinforme , Tálamo/citología , Tálamo/diagnóstico por imagen , Tálamo/efectos de los fármacos , Tálamo/fisiología
19.
Proc Natl Acad Sci U S A ; 120(13): e2214851120, 2023 03 28.
Artículo en Inglés | MEDLINE | ID: mdl-36943888

RESUMEN

Behavioral change is essential to mitigate climate change. To advance current knowledge, we synthesize research on interventions aiming to promote climate change mitigation behaviors in field settings. In a preregistered second-order meta-analysis, we assess the overall effect of 10 meta-analyses, incorporating a total of 430 primary studies. In addition, we assess subgroup analyses for six types of interventions, five behaviors, and three publication bias adjustments. Results showed that climate change mitigation interventions were generally effective (dunadjusted = 0.31, 95% CI [0.30, 0.32]). A follow-up analysis using only unique primary studies, adjusted for publication bias, provides a more conservative overall estimate (d = 0.18, 95% CI [0.13, 0.24]). This translates into a mean treatment effect of 7 percentage points. Furthermore, in a subsample of adequately powered large-scale interventions (n > 9,000, k = 32), the effect was adjusted downward to approximately 2 percentage points. This discrepancy might be because large-scale interventions often target nonvoluntary participants by less direct techniques (e.g., "home energy reports") while small-scale interventions often target voluntary participants by more direct techniques (e.g., face-to-face interactions). Subgroup analyses showed that interventions based on social comparisons or financial incentives were the most effective, while education or feedback was the least effective. These results provide a comprehensive state-of-the-art summary of climate change mitigation interventions, guiding both future research and practice.


Asunto(s)
Cambio Climático , Humanos , Conducta
20.
PLoS Genet ; 19(6): e1010780, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37267418

RESUMEN

The 16p11.2 and 22q11.2 copy number variants (CNVs) are associated with neurobehavioral traits including autism spectrum disorder (ASD), schizophrenia, bipolar disorder, obesity, and intellectual disability. Identifying specific genes contributing to each disorder and dissecting the architecture of CNV-trait association has been difficult, inspiring hypotheses of more complex models, such as multiple genes acting together. Using multi-tissue data from the GTEx consortium, we generated pairwise expression imputation models for CNV genes and then applied these elastic net models to GWAS for: ASD, bipolar disorder, schizophrenia, BMI (obesity), and IQ (intellectual disability). We compared the variance in these five traits explained by gene pairs with the variance explained by single genes and by traditional interaction models. We also modeled polygene region-wide effects using summed predicted expression ranks across many genes to create a regionwide score. We found that in all CNV-trait pairs except for bipolar disorder at 22q11.2, pairwise effects explain more variance than single genes. Pairwise model superiority was specific to the CNV region for all 16p11.2 traits and ASD at 22q11.2. We identified novel individual genes over-represented in top pairs that did not show single-gene signal. We also found that BMI and IQ have significant regionwide association with both CNV regions. Overall, we observe that genetic architecture differs by trait and region, but 9/10 CNV-trait combinations demonstrate evidence for multigene contribution, and for most of these, the importance of combinatorial models appears unique to CNV regions. Our results suggest that mechanistic insights for CNV pathology may require combinational models.


Asunto(s)
Cromosomas Humanos Par 16 , Cromosomas Humanos Par 22 , Humanos , Variaciones en el Número de Copia de ADN , Conducta , Enfermedades del Sistema Nervioso/genética
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