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1.
ACS Chem Neurosci ; 10(9): 3953-3960, 2019 09 18.
Artículo en Inglés | MEDLINE | ID: mdl-31415146

RESUMEN

Microbial colonization of the gastrointestinal tract plays a crucial role in the development of enteric and central nervous system functionality. The serotonergic system has been heavily implicated in microbiota-gut-brain axis signaling, particularly in proof-of-principle studies in germ-free (GF) animals. One aspect of the serotonergic system that has been left unexplored in relation to the microbiota is the unique ability of the serotonin receptor 2C (5-HT2C) to undergo post-transcriptional editing, which has been implicated in decreased receptor functionality. We investigated whether GF mice, with absent microbiota from birth, have altered 5-HT2C receptor expression and editing in the brain, and if colonization of the microbiota is able to restore editing patterns. Next, we investigated whether microbiota depletion later in life using a chronic antibiotic treatment could affect 5-HT2C receptor editing patterns in rats. We found that GF mice have an increased prevalence of the edited 5-HT2C receptor isoforms in the amygdala, hypothalamus, prefrontal cortex, and striatum, which was partially normalized upon colonization post-weaning. However, no alterations were observed in the hypothalamus after microbiota depletion using an antibiotic treatment in adult rats. This suggests that alterations in the microbiome during development, but not later in life, could influence 5-HT2C receptor editing patterns. Overall, these results demonstrate that the microbiota affects 5-HT2C receptor editing in the brain and may inform novel therapeutic strategies in conditions in which 5-HT2C receptor editing is altered, such as depression.


Asunto(s)
Encéfalo/metabolismo , Microbioma Gastrointestinal/fisiología , Edición Génica/métodos , Receptor de Serotonina 5-HT2C/genética , Receptor de Serotonina 5-HT2C/metabolismo , Animales , Antibacterianos/farmacología , Encéfalo/efectos de los fármacos , Microbioma Gastrointestinal/efectos de los fármacos , Vida Libre de Gérmenes/efectos de los fármacos , Vida Libre de Gérmenes/fisiología , Masculino , Ratones , Ratas , Ratas Sprague-Dawley
2.
Elife ; 72018 05 29.
Artículo en Inglés | MEDLINE | ID: mdl-29809134

RESUMEN

Social behaviour is regulated by activity of host-associated microbiota across multiple species. However, the molecular mechanisms mediating this relationship remain elusive. We therefore determined the dynamic, stimulus-dependent transcriptional regulation of germ-free (GF) and GF mice colonised post weaning (exGF) in the amygdala, a brain region critically involved in regulating social interaction. In GF mice the dynamic response seen in controls was attenuated and replaced by a marked increase in expression of splicing factors and alternative exon usage in GF mice upon stimulation, which was even more pronounced in exGF mice. In conclusion, we demonstrate a molecular basis for how the host microbiome is crucial for a normal behavioural response during social interaction. Our data further suggest that social behaviour is correlated with the gene-expression response in the amygdala, established during neurodevelopment as a result of host-microbe interactions. Our findings may help toward understanding neurodevelopmental events leading to social behaviour dysregulation, such as those found in autism spectrum disorders (ASDs).


Asunto(s)
Amígdala del Cerebelo/metabolismo , Comunicación Animal , Microbioma Gastrointestinal/fisiología , Proteínas del Tejido Nervioso/genética , Factores de Empalme de ARN/genética , Empalme del ARN , Amígdala del Cerebelo/fisiopatología , Animales , Trastorno del Espectro Autista/genética , Trastorno del Espectro Autista/microbiología , Trastorno del Espectro Autista/fisiopatología , Modelos Animales de Enfermedad , Vida Libre de Gérmenes , Masculino , Ratones , Proteínas del Tejido Nervioso/metabolismo , Neurogénesis/genética , Factores de Empalme de ARN/metabolismo , Destete
3.
Microbiome ; 5(1): 102, 2017 08 25.
Artículo en Inglés | MEDLINE | ID: mdl-28838324

RESUMEN

BACKGROUND: There is growing evidence for a role of the gut microbiome in shaping behaviour relevant to many psychiatric and neurological disorders. Preclinical studies using germ-free (GF) animals have been essential in contributing to our current understanding of the potential importance of the host microbiome for neurodevelopment and behaviour. In particular, it has been repeatedly demonstrated that manipulation of the gut microbiome modulates anxiety-like behaviours. The neural circuits that underlie anxiety- and fear-related behaviours are complex and heavily depend on functional communication between the amygdala and prefrontal cortex (PFC). Previously, we have shown that the transcriptional networks within the amygdala and PFC of GF mice are altered. MicroRNAs (miRNAs) act through translational repression to control gene translation and have also been implicated in anxiety-like behaviours. However, it is unknown whether these features of host post-transcriptional machinery are also recruited by the gut microbiome to exert control over CNS transcriptional networks. RESULTS: We conducted Illumina® next-generation sequencing (NGS) in the amygdala and PFC of conventional, GF and germ-free colonized mice (exGF). We found a large proportion of miRNAs to be dysregulated in GF animals in both brain regions (103 in the amygdala and 31 in the PFC). Additionally, colonization of GF mice normalized some of the noted alterations. Next, we used a complementary approach to GF by manipulating the adult rat microbiome with an antibiotic cocktail to deplete the gut microbiota and found that this strategy also impacted the expression of relevant miRNAs. CONCLUSION: These results suggest that the microbiome is necessary for appropriate regulation of miRNA expression in brain regions implicated in anxiety-like behaviours.


Asunto(s)
Amígdala del Cerebelo/metabolismo , Microbioma Gastrointestinal/fisiología , Regulación de la Expresión Génica , Vida Libre de Gérmenes , MicroARNs/genética , Corteza Prefrontal/metabolismo , Animales , Ansiedad/genética , Encéfalo , Redes Reguladoras de Genes/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Ratones , Ratas
4.
Proc Natl Acad Sci U S A ; 114(23): E4686-E4694, 2017 06 06.
Artículo en Inglés | MEDLINE | ID: mdl-28533418

RESUMEN

Schizophrenia is a devastating disease that arises on the background of genetic predisposition and environmental risk factors, such as early life stress (ELS). In this study, we show that ELS-induced schizophrenia-like phenotypes in mice correlate with a widespread increase of histone-deacetylase 1 (Hdac1) expression that is linked to altered DNA methylation. Hdac1 overexpression in neurons of the medial prefrontal cortex, but not in the dorsal or ventral hippocampus, mimics schizophrenia-like phenotypes induced by ELS. Systemic administration of an HDAC inhibitor rescues the detrimental effects of ELS when applied after the manifestation of disease phenotypes. In addition to the hippocampus and prefrontal cortex, mice subjected to ELS exhibit increased Hdac1 expression in blood. Moreover, Hdac1 levels are increased in blood samples from patients with schizophrenia who had encountered ELS, compared with patients without ELS experience. Our data suggest that HDAC1 inhibition should be considered as a therapeutic approach to treat schizophrenia.


Asunto(s)
Histona Desacetilasa 1/metabolismo , Esquizofrenia/enzimología , Estrés Psicológico/enzimología , Adulto , Anciano , Animales , Metilación de ADN , Femenino , Hipocampo/enzimología , Histona Desacetilasa 1/sangre , Histona Desacetilasa 1/genética , Inhibidores de Histona Desacetilasas/farmacología , Humanos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Mutantes , Ratones Transgénicos , Persona de Mediana Edad , Fenotipo , Corteza Prefrontal/enzimología , ARN Mensajero/genética , ARN Mensajero/metabolismo , Esquizofrenia/etiología , Esquizofrenia/genética , Estrés Psicológico/complicaciones , Estrés Psicológico/genética , Adulto Joven
6.
Sci Rep ; 6: 30046, 2016 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-27416816

RESUMEN

The gut microbiota plays a crucial role in the bi-directional gut-brain axis, a communication that integrates the gut and central nervous system (CNS) activities. Animal studies reveal that gut bacteria influence behaviour, Brain-Derived Neurotrophic Factor (BDNF) levels and serotonin metabolism. In the present study, we report for the first time an analysis of the microbiota-gut-brain axis in zebrafish (Danio rerio). After 28 days of dietary administration with the probiotic Lactobacillus rhamnosus IMC 501, we found differences in shoaling behaviour, brain expression levels of bdnf and of genes involved in serotonin signalling/metabolism between control and treated zebrafish group. In addition, in microbiota we found a significant increase of Firmicutes and a trending reduction of Proteobacteria. This study demonstrates that selected microbes can be used to modulate endogenous neuroactive molecules in zebrafish.


Asunto(s)
Conducta Animal/fisiología , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Lacticaseibacillus rhamnosus/metabolismo , Probióticos/administración & dosificación , Serotonina/metabolismo , Animales , Encéfalo/metabolismo , Microbioma Gastrointestinal/fisiología , Tracto Gastrointestinal/metabolismo , Pez Cebra
7.
Neurochem Int ; 99: 110-132, 2016 10.
Artículo en Inglés | MEDLINE | ID: mdl-27346602

RESUMEN

Several lines of evidence suggest that brain function and behaviour are influenced by microbial metabolites. Key products of the microbiota are short-chain fatty acids (SCFAs), including butyric acid. Butyrate is a functionally versatile molecule that is produced in the mammalian gut by fermentation of dietary fibre and is enriched in butter and other dairy products. Butyrate along with other fermentation-derived SCFAs (e.g. acetate, propionate) and the structurally related ketone bodies (e.g. acetoacetate and d-ß-hydroxybutyrate) show promising effects in various diseases including obesity, diabetes, inflammatory (bowel) diseases, and colorectal cancer as well as neurological disorders. Indeed, it is clear that host energy metabolism and immune functions critically depend on butyrate as a potent regulator, highlighting butyrate as a key mediator of host-microbe crosstalk. In addition to specific receptors (GPR43/FFAR2; GPR41/FFAR3; GPR109a/HCAR2) and transporters (MCT1/SLC16A1; SMCT1/SLC5A8), its effects are mediated by utilisation as an energy source via the ß-oxidation pathway and as an inhibitor of histone deacetylases (HDACs), promoting histone acetylation and stimulation of gene expression in host cells. The latter has also led to the use of butyrate as an experimental drug in models for neurological disorders ranging from depression to neurodegenerative diseases and cognitive impairment. Here we provide a critical review of the literature on butyrate and its effects on multiple aspects of host physiology with a focus on brain function and behaviour. We find fundamental differences in natural butyrate at physiological concentrations and its use as a neuropharmacological agent at rather high, supraphysiological doses in brain research. Finally, we hypothesise that butyrate and other volatile SCFAs produced by microbes may be involved in regulating the impact of the microbiome on behaviour including social communication.


Asunto(s)
Encéfalo/metabolismo , Butiratos/metabolismo , Metabolismo Energético/fisiología , Microbioma Gastrointestinal/fisiología , Tracto Gastrointestinal/metabolismo , Animales , Encéfalo/efectos de los fármacos , Butiratos/administración & dosificación , Productos Lácteos , Metabolismo Energético/efectos de los fármacos , Microbioma Gastrointestinal/efectos de los fármacos , Tracto Gastrointestinal/efectos de los fármacos , Humanos
8.
J Neurovirol ; 22(1): 14-21, 2016 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-26047662

RESUMEN

Research on the microbiome and its interaction with various host organs, including the brain, is increasingly gaining momentum. With more evidence establishing a comprehensive microbiota-gut-brain axis, questions have been raised as to the extent to which microbes influence brain physiology and behaviour. In parallel, there is a growing literature showing active behavioural manipulation in favour of the microbe for certain parasites. However, it seems unclear where the hidden majority of microbes are localised on the parasitism-mutualism spectrum. A long evolutionary history intimately connects host and microbiota, which complicates this classification. In this conceptual minireview, we discuss current hypotheses on host-microbe interaction and argue that novel experimental approaches and theoretical concepts, such as the hologenome theory, are necessary to incorporate transgenerational epigenetic inheritance of the microbiome into evolutionary theories.


Asunto(s)
Conducta , Encéfalo/microbiología , Microbioma Gastrointestinal/fisiología , Tracto Gastrointestinal/microbiología , Interacciones Huésped-Patógeno , Animales , Conducta Animal , Evolución Biológica , Encéfalo/parasitología , Encéfalo/fisiopatología , Encéfalo/virología , Dieta , Conducta Alimentaria , Tracto Gastrointestinal/parasitología , Tracto Gastrointestinal/fisiopatología , Tracto Gastrointestinal/virología , Humanos , Simbiosis/fisiología
9.
Birth Defects Res C Embryo Today ; 105(4): 296-313, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26706413

RESUMEN

Many childhood diseases such as autism spectrum disorders, allergic disease, and obesity are on the increase. Although environmental factors are thought to play a role in this increase. The mechanisms at play are unclear but increasing evidence points to an interaction with the gastrointestinal microbiota as being potentially important. Recently this community of bacteria and perturbation of its colonization in early life has been linked to a number of diseases. Many factors are capable of influencing this colonization and ultimately leading to an altered gut microbiota which is known to affect key systems within the body. The impact of the microbial composition of our gastrointestinal tract on systems outside the gut is also becoming apparent. Here we highlight the factors that are capable of impacting on microbiota colonization in early-life and the developing systems that are affected and finally how this may be involved in the manifestation of childhood diseases.


Asunto(s)
Encefalopatías/microbiología , Enfermedades Gastrointestinales/microbiología , Microbiota/fisiología , Niño , Humanos
10.
Brain Behav Immun ; 50: 209-220, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26184083

RESUMEN

The mammalian amygdala is a key emotional brain region for eliciting social behaviour, critically involved in anxiety and fear-related behaviours, and hence a focus of research on neurodevelopmental and stress-related disorders such as autism and anxiety. Recently, increasing evidence implicates host-microbe interactions in the aetiology of these conditions. Germ-free (GF) mice, devoid of any microbiota throughout organismal maturation, are a well-established tool to study the effects of absence of the microbiota on host physiology. A growing body of independently replicated findings confirm that GF animals demonstrate altered anxiety-related behaviour and impaired social behaviour. However, the underlying mechanisms of this interaction and the nature of the pathways involved are only insufficiently understood. To further elucidate the molecular underpinnings of microbe-brain interaction, we therefore exploited unbiased genome-wide transcriptional profiling to determine gene expression in the amygdala of GF and GF mice that have been colonised after weaning. Using RNA-sequencing and a comprehensive downstream analysis pipeline we studied the amygdala transcriptome and found significant differences at the levels of differential gene expression, exon usage and RNA-editing. Most surprisingly, we noticed upregulation of several immediate early response genes such as Fos, Fosb, Egr2 or Nr4a1 in association with increased CREB signalling in GF mice. In addition, we found differential expression and recoding of several genes implicated in brain physiology processes such as neurotransmission, neuronal plasticity, metabolism and morphology. In conclusion, our data suggest altered baseline neuronal activity in the amygdala of germ-free animals, which is established during early life and may have implications for understanding development and treatment of neurodevelopmental disorders.


Asunto(s)
Amígdala del Cerebelo/metabolismo , Amígdala del Cerebelo/microbiología , Microbiota/fisiología , Transducción de Señal , Amígdala del Cerebelo/crecimiento & desarrollo , Animales , Perfilación de la Expresión Génica , Genes Inmediatos-Precoces , Relaciones Interpersonales , Masculino , Ratones , Neuronas/metabolismo
11.
J Psychiatr Res ; 63: 1-9, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25772005

RESUMEN

The human gut harbors a dynamic and complex microbial ecosystem, consisting of approximately 1 kg of bacteria in the average adult, approximately the weight of the human brain. The evolutionary formation of a complex gut microbiota in mammals has played an important role in enabling brain development and perhaps sophisticated social interaction. Genes within the human gut microbiota, termed the microbiome, significantly outnumber human genes in the body, and are capable of producing a myriad of neuroactive compounds. Gut microbes are part of the unconscious system regulating behavior. Recent investigations indicate that these microbes majorly impact on cognitive function and fundamental behavior patterns, such as social interaction and stress management. In the absence of microbes, underlying neurochemistry is profoundly altered. Studies of gut microbes may play an important role in advancing understanding of disorders of cognitive functioning and social interaction, such as autism.


Asunto(s)
Conducta/fisiología , Encéfalo/fisiología , Tracto Gastrointestinal/microbiología , Microbiota , Tracto Gastrointestinal/fisiología , Humanos , Salud Mental
12.
Artículo en Inglés | MEDLINE | ID: mdl-25401092

RESUMEN

The tight association of the human body with trillions of colonizing microbes that we observe today is the result of a long evolutionary history. Only very recently have we started to understand how this symbiosis also affects brain function and behavior. In this hypothesis and theory article, we propose how host-microbe associations potentially influenced mammalian brain evolution and development. In particular, we explore the integration of human brain development with evolution, symbiosis, and RNA biology, which together represent a "social triangle" that drives human social behavior and cognition. We argue that, in order to understand how inter-kingdom communication can affect brain adaptation and plasticity, it is inevitable to consider epigenetic mechanisms as important mediators of genome-microbiome interactions on an individual as well as a transgenerational time scale. Finally, we unite these interpretations with the hologenome theory of evolution. Taken together, we propose a tighter integration of neuroscience fields with host-associated microbiology by taking an evolutionary perspective.


Asunto(s)
Evolución Biológica , Encéfalo/fisiología , Interacciones Huésped-Patógeno/fisiología , Adaptación Biológica , Animales , Conducta , Epigénesis Genética , Interacción Gen-Ambiente , Humanos , Microbiota , Simbiosis
13.
Front Cell Neurosci ; 8: 373, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25431548

RESUMEN

Aging is accompanied by gradually increasing impairment of cognitive abilities and constitutes the main risk factor of neurodegenerative conditions like Alzheimer's disease (AD). The underlying mechanisms are however not well understood. Here we analyze the hippocampal transcriptome of young adult mice and two groups of mice at advanced age using RNA sequencing. This approach enabled us to test differential expression of coding and non-coding transcripts, as well as differential splicing and RNA editing. We report a specific age-associated gene expression signature that is associated with major genetic risk factors for late-onset AD (LOAD). This signature is dominated by neuroinflammatory processes, specifically activation of the complement system at the level of increased gene expression, while de-regulation of neuronal plasticity appears to be mediated by compromised RNA splicing.

14.
EMBO J ; 33(17): 1912-27, 2014 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-25024434

RESUMEN

Neuronal histone acetylation has been linked to memory consolidation, and targeting histone acetylation has emerged as a promising therapeutic strategy for neuropsychiatric diseases. However, the role of histone-modifying enzymes in the adult brain is still far from being understood. Here we use RNA sequencing to screen the levels of all known histone acetyltransferases (HATs) in the hippocampal CA1 region and find that K-acetyltransferase 2a (Kat2a)--a HAT that has not been studied for its role in memory function so far--shows highest expression. Mice that lack Kat2a show impaired hippocampal synaptic plasticity and long-term memory consolidation. We furthermore show that Kat2a regulates a highly interconnected hippocampal gene expression network linked to neuroactive receptor signaling via a mechanism that involves nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB). In conclusion, our data establish Kat2a as a novel and essential regulator of hippocampal memory consolidation.


Asunto(s)
Regulación de la Expresión Génica , Redes Reguladoras de Genes , Histona Acetiltransferasas/metabolismo , Memoria , Animales , Región CA1 Hipocampal/enzimología , Perfilación de la Expresión Génica , Histona Acetiltransferasas/genética , Ratones , Ratones Noqueados
15.
Mol Endocrinol ; 28(8): 1221-38, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24892638

RESUMEN

The concept that the gut microbiota serves as a virtual endocrine organ arises from a number of important observations. Evidence for a direct role arises from its metabolic capacity to produce and regulate multiple compounds that reach the circulation and act to influence the function of distal organs and systems. For example, metabolism of carbohydrates results in the production of short-chain fatty acids, such as butyrate and propionate, which provide an important source of nutrients as well as regulatory control of the host digestive system. This influence over host metabolism is also seen in the ability of the prebiotic inulin to influence production of relevant hormones such as glucagon-like peptide-1, peptide YY, ghrelin, and leptin. Moreover, the probiotic Lactobacillus rhamnosus PL60, which produces conjugated linoleic acid, has been shown to reduce body-weight gain and white adipose tissue without effects on food intake. Manipulating the microbial composition of the gastrointestinal tract modulates plasma concentrations of tryptophan, an essential amino acid and precursor to serotonin, a key neurotransmitter within both the enteric and central nervous systems. Indirectly and through as yet unknown mechanisms, the gut microbiota exerts control over the hypothalamic-pituitary-adrenal axis. This is clear from studies on animals raised in a germ-free environment, who show exaggerated responses to psychological stress, which normalizes after monocolonization by certain bacterial species including Bifidobacterium infantis. It is tempting to speculate that therapeutic targeting of the gut microbiota may be useful in treating stress-related disorders and metabolic diseases.


Asunto(s)
Tracto Gastrointestinal/microbiología , Hormonas/fisiología , Microbiota/fisiología , Animales , Tracto Gastrointestinal/fisiología , Humanos , Sistema Hipotálamo-Hipofisario , Sistema Hipófiso-Suprarrenal , Triptófano/metabolismo
16.
Arthritis Care Res (Hoboken) ; 65(5): 767-76, 2013 May.
Artículo en Inglés | MEDLINE | ID: mdl-23044659

RESUMEN

OBJECTIVE: To determine the frequency and reproducibility of standardized photoprovocation in patients with cutaneous lupus erythematosus (CLE) and report our long-term experience. METHODS: Photoprovocation using a standardized protocol was evaluated retrospectively in 566 patients. A diagnosis of CLE was clinically and/or histologically confirmed in 431 patients, and 315 patients with polymorphic light eruption (PLE) were additionally included as controls. Data were statistically analyzed using an SPSS database. RESULTS: A total of 61.7% of the 431 CLE patients exhibited a positive photoprovocation, with a significantly longer latency period for the development of skin lesions after ultraviolet (UV) A and/or UVB irradiation than PLE patients (P < 0.001). The frequency of positive photoprovocation varied among the CLE subtypes, and intermittent CLE was the most photosensitive disease entity (74.8%). Subsequent photoprovocation in 35 patients demonstrated that CLE patients with an initial positive result exhibited a significantly higher frequency of a positive photoprovocation at a later time point (P = 0.013). However, an initial positive photoprovocation did not definitively predict a positive reaction at a later time point. Moreover, patient history of photosensitivity was not a predictor for the photoprovocation outcome. CONCLUSION: Standardized photoprovocation is a useful tool to reproducibly induce skin lesions and objectively evaluate photosensitivity in patients with CLE. These data further suggest that the reaction to UV light may change during the course of this heterogeneous disease and that photosensitivity should not be excluded in patients with a negative history of photosensitivity.


Asunto(s)
Lupus Eritematoso Cutáneo/diagnóstico , Lupus Eritematoso Cutáneo/epidemiología , Trastornos por Fotosensibilidad/diagnóstico , Trastornos por Fotosensibilidad/epidemiología , Vigilancia de la Población , Rayos Ultravioleta , Adulto , Femenino , Humanos , Masculino , Persona de Mediana Edad , Vigilancia de la Población/métodos , Estudios Retrospectivos , Adulto Joven
17.
EMBO J ; 30(20): 4299-308, 2011 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-21946562

RESUMEN

MicroRNAs are key regulators of transcriptome plasticity and have been implicated with the pathogenesis of brain diseases. Here, we employed massive parallel sequencing and provide, at an unprecedented depth, the complete and quantitative miRNAome of the mouse hippocampus, the prime target of neurodegenerative diseases such as Alzheimer's disease (AD). Using integrative genetics, we identify miR-34c as a negative constraint of memory consolidation and show that miR-34c levels are elevated in the hippocampus of AD patients and corresponding mouse models. In line with this, targeting miR-34 seed rescues learning ability in these mouse models. Our data suggest that miR-34c could be a marker for the onset of cognitive disturbances linked to AD and indicate that targeting miR-34c could be a suitable therapy.


Asunto(s)
Hipocampo/metabolismo , Trastornos de la Memoria/metabolismo , MicroARNs/metabolismo , Anciano , Enfermedad de Alzheimer/metabolismo , Animales , Femenino , Humanos , Masculino , Ratones , Ratones Endogámicos C57BL , Transcriptoma
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