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Liao, C.

Publications and source records attributed to Liao, C..

88 records · Page 5Linked to original sources

Reduction of Nemo-like kinase increases lysosome biogenesis and ameliorates TDP-43-related neurodegeneration

Protein aggregation is a hallmark of many neurodegenerative disorders, including amyotrophic lateral sclerosis (ALS). Although mutations in TARDBP, encoding TDP-43, account for less than 1% of all ALS cases, TDP-43-positive aggregates are present in nearly all ALS patients, including patients with sporadic ALS (sALS) or carrying other familial ALS (fALS)-causing mutations. Interestingly, TDP-43 inclusions are also present in subsets of patients with frontotemporal dementia, Alzheimers disease, and Parkinsons disease; therefore, methods of activating intracellular protein quality control machinery capable of clearing toxic cytoplasmic TDP-43 species may alleviate disease-related phenotypes. Here, we identify a novel function of Nemo-like kinase (Nlk) as a negative regulator of lysosome biogenesis. Genetic or pharmacological reduction of Nlk increased lysosome formation and improved clearance of aggregated TDP-43. Furthermore, Nlk reduction ameliorated pathological, behavioral, and lifespan deficits in two distinct mouse models of TDP-43 proteinopathy. Because many toxic proteins can be cleared along the autophagy-lysosome axis, targeted reduction of Nlk represents a viable approach to therapy development for multiple neurodegenerative disorders.

neuroscience↗

Comparative morphological and transcriptomic analyses reveal novel chemosensory genes in the poultry red mite, Dermanyssus gallinae and knockdown by RNA interference

Detection of chemical cues via chemosensory receptor proteins are essential for most animals, and underlies critical behaviors, including location and discrimination of food resources, identification of sexual partners and avoidance of predators. The current knowledge of how chemical cues are detected is based primarily on data acquired from studies on insects, while our understanding of the molecular basis for chemoreception in acari, mites in particular, remains limited. The poultry red mite (PRM), Dermanyssus gallinae, is one of the most important blood-feeding ectoparasites of poultry. Unlike other ectoparasites on animals, PRM feeds mainly at night. During daytime, these animals hide themselves in crevices around the poultry house. The diversity in habitat usage, as well as the demonstrated host finding and avoidance behaviors suggest that PRM relies on their sense of smell to orchestrate complex behavioral decisions. Comparative transcriptome analyses revealed the presence of candidate variant ionotropic receptors (IRs), odorant binding proteins (OBPs), niemann-pick proteins type C2 (NPC2) and sensory neuron membrane proteins (SNMPs). Some of these proteins were highly and differentially expressed in the forelegs of PRM. Rhodopsin-like G protein-coupled receptors (GPCRs) were also identified, while insect-specific odorant receptors (ORs) and odorant co-receptors (ORcos) were not detected. Furthermore, using scanning electron microscopy (SEM), the tarsomeres of all legs pairs were shown to be equipped with sensilla chaetica with or without tip pores, while wall-pored olfactory sensilla chaetica were restricted to the distal-most tarsomeres of the forelegs. Further, using the conserved odorant binding protein (OBP) as a test case, the results showed that RNA interference (RNAi) can be induced in D. gallinae chemosensory tissues. This study is the first to describe the presence of chemosensory genes in any Dermanyssidae family. It is also the first report of chemosensory gene knockdown by RNAi in any mite species and demonstrate that their diminutive size, less than 1 mm, is not a major impediment when applying gene knockdown approaches. Our findings make a significant step forward in understanding the chemosensory abilities of D. gallinae.

molecular biology↗

Modeling microbial cross-feeding at intermediate scale portrays community dynamics and species coexistence

Social interaction between microbes can be described at many levels of details: from the biochemistry of cell-cell interactions to the ecological dynamics of populations. Choosing an appropriate level to model microbial communities without losing generality remains a challenge. Here we show that modeling cross-feeding interactions at an intermediate level between genome-scale metabolic models of individual species and consumer-resource models of ecosystems is suitable to experimental data. We applied our modeling framework to three published examples of multi-strain Escherichia coli communities with increasing complexity: uni-, bi-, and multi-directional cross-feeding of either substitutable metabolic byproducts or essential nutrients. The intermediate-scale model accurately fit empirical data and quantified metabolic exchange rates that are hard to measure experimentally, even for a complex community of 14 amino acid auxotrophies. By studying the conditions of species coexistence, the ecological outcomes of cross-feeding interactions, and each communitys robustness to perturbations, we extracted new quantitative insights from these three published experimental datasets. Our analysis provides a foundation to quantify cross-feeding interactions from experimental data, and highlights the importance of metabolic exchanges in the dynamics and stability of microbial communities. Author summaryThe behavior of microbial communities such as the human microbiome is hard to predict by its species composition alone. Our efforts to engineer microbiomes--for example to improve human health--would benefit from mathematical models that accurately describe how microbes exchange metabolites with each other and how their environment shapes these exchanges. But what is an appropriate level of details for those models? We propose an intermediate level to model metabolic exchanges between microbes. We show that these models can accurately describe population dynamics in three laboratory communities and predicts their stability in response to perturbations such as changes in the nutrients available in the medium that they grow on. Our work suggests that a highly detailed metabolic network model is unnecessary for extracting ecological insights from experimental data and improves mathematical models so that one day we may be able to predict the behavior of real-world communities such as the human microbiome.

ecology↗

Morality recruits neural reward circuitry to shape economic decision making

The present study combined a novel hypothetical investment game with functional magnetic resonance imaging systemtically examined how morality modulates economic decision making in decision phase and outcome phase. We manipulated the morality of the investments by choosing each investment project based on subjective ratings on their moral valence and social benefits. There were three categories of investment morality: Green (moral), Red (immoral), and Neutral. The behavioral and neural responses during the investment decision and outcome phases were recorded and compared. Results showed that: behaviorally, people are willing to invest a larger amount of money into a moral project that may benefit society than they are into an immoral project that they think will harm society. They also rate gains in moral investments as more pleasant and losses as the most unpleasant. In the brain, we found that the reward system, especially the bilateral striatum, was involved in modulating functional connectivity during both phases, but in different ways. During decision making, the functional connectivity between fusiform gyrus and striatum might underlie the observed investing bias (Green over Red projects), while the covariation of BOLD signals in bilateral striatum with the behavioral tendency might explain the effect observed during the outcome evaluations. Our study provides evidence that morality modulates both the decision making and the outcome evaluation in economic situations.

neuroscience↗

From SARS-CoV to Wuhan 2019-nCoV: Will History Repeat Itself?

This manuscript has been withdrawn as it was submitted without the full consent of all the authors. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.

microbiology↗

Genome-wide association study identifies genetic factors that modify age at onset in Machado-Joseph disease

Machado-Joseph disease (MJD/SCA3) is the most common form of dominantly inherited ataxia worldwide. The disorder is caused by an expanded CAG repeat in the ATXN3 gene. Past studies have revealed that the length of the expansion partly explains the disease age at onset (AO) variability of MJD, which is confirmed in this study. Using a total of 786 MJD patients from five different geographical origins, a genome-wide association study (GWAS) was conducted to identify additional AO modifying factors that could explain some of the residual AO variability. We identified nine suggestively associated loci (P < 1 x 10-5). These loci were enriched for genes involved in vesicle transport, olfactory signaling, and synaptic pathways. Furthermore, associations between AO and the TRIM29 and RAG genes suggests that DNA repair mechanisms might be implicated in MJD pathogenesis. Our study demonstrates the existence of several additional genetic factors, along with CAG expansion, that may lead to a better understanding of the genotype-phenotype correlation in MJD.

genetics↗

Increased expression of genetically-regulated FLT3 implicated in Tourette Syndrome

Tourettes Syndrome (TS) is a neurodevelopmental disorder that is characterized by motor and phonic tics. A recent TS genome-wide association study (GWAS) identified a genome-wide significant locus. However, determining the biological mechanism of GWAS signals remains difficult. Here, we conduct a TS transcriptome-wide association study (TWAS) consisting of 4,819 cases and 9,488 controls and found that increased expression of FLT3 in the dorsolateral prefrontal cortex (DLPFC) is associated with TS. We further showed that there is global dysregulation of FLT3 across several brain regions and probabilistic causal fine-mapping of the TWAS signal prioritizes FLT3 with a posterior inclusion probability of 0.849. We validated the genes expression in 100 lymphoblastoid cell lines, establishing that TS cells had a 1.72 increased fold change compared to controls. A phenome-wide association study points towards FLT3 having links with immune-related pathways such as monocyte count. We also identify several splicing events in MPHOSPH9, CSGALNACT2 and FIP1L1 associated with TS, which are also implicated in immune function. This analysis of expression and splicing begins to explore the biology of TS GWAS signals.

genetics↗

Ecological network inferred from field data elucidates invasion of a freshwater ecosystem by the exotic silver carp

BackgroundAccurate network models of species interaction could be used to predict population dynamics and be applied to manage real world ecosystems. Most relevant models are nonlinear, however, and data available from real world ecosystems are too noisy and sparsely sampled for common inference approaches. Here we improved the inference of generalized Lotka-Volterra (gLV) ecological networks by using a new optimization algorithm to constrain parameter signs with prior knowledge and a perturbation-based ensemble method. ResultsWe applied the new inference to long-term species abundance data from the freshwater fish community in the Illinois River, United States. We constructed an ensemble of 668 gLV models that explained 79% of the data on average. The models indicated (at a 70% level of confidence) a strong positive interaction from emerald shiner (Notropis atherinoides) to channel catfish (Ictalurus punctatus), which we could validate using data from a nearby observation site, and predicted that the relative abundances of most fish species will continue to fluctuate temporally and concordantly in the near future. The network shows that the invasive silver carp (Hypophthalmichthys molitrix) has much stronger impacts on native predators than on prey, supporting the notion that the invader perturbs the native food chain by replacing the diets of predators. ConclusionsEnsemble approaches constrained by prior knowledge can improve inference and produce networks from noisy and sparsely sampled time series data to fill knowledge gaps on real world ecosystems. Such network models could aid efforts to conserve ecosystems such as the Illinois River, which is threatened by the invasion of the silver carp.

ecology↗

Multi-tissue probabilistic fine-mapping of transcriptome-wide association study identifies cis-regulated genes for miserableness

Miserableness is a behavioural trait that is characterized by strong negative feelings in an individual. Although environmental factors tend to invoke miserableness, it is common to feel miserable for no reason, suggesting an innate, potential genetic component. Currently, little is known about the functional relevance of common variants associated with miserableness. To further characterize the trait, we conducted a transcriptome-wide association study (TWAS) on 373,733 individuals and identified 104 signals across brain tissue panels with 37 unique genes. Subsequent probabilistic fine-mapping prioritized 95 genes into 90%-credible sets. Amongst these prioritized hits, C7orf50 had the highest posterior inclusion probability of 0.869 in the brain cortex. Furthermore, we demonstrate that many GWAS hits for miserableness are driven by expression. To conclude, we successfully identified several genes implicated in miserableness and highlighted the power of TWAS to prioritize genes associated with a trait.\n\nShort summaryThe first transcriptome-wide association study of miserableness identifies many genes including c7orf50 implicated in the trait.

genetics↗

Transcriptome-wide association study of attention deficit hyperactivity disorder identifies associated genes and phenotypes

Attention deficit/hyperactivity disorder (ADHD) is one of the most common neurodevelopmental psychiatric disorders. Previous studies have shown that the disorder is highly heritable and associated with several different risk-taking behaviors. Additionally, brain-imaging studies have identified various brain regions such as the cerebellum and frontal cortex to be altered in ADHD. Large genome-wide association studies (GWAS) have identified several loci associated with ADHD. However, understanding the biological relevance of these genetic loci has proven to be difficult. Here, we conducted the largest ADHD transcriptome-wide association study (TWAS) to date consisting of 19,099 cases and 34,194 controls and identified 9 transcriptome-wide significant hits. We successfully demonstrate that several previous GWAS hits can be largely explained by expression. Probabilistic causal fine-mapping of TWAS signals prioritized KAT2B with a posterior probability of 0.467 in the dorsolateral prefrontal cortex and TMEM161B with a posterior probability of 0.838 in the amygdala. Furthermore, pathway enrichments identified dopaminergic and norepinephrine pathways, which are highly relevant for ADHD. Finally, we used the top eQTLs associated with the TWAS genes to identify phenotypes relevant to ADHD and found an inverse genetic correlation with educational attainment and a positive correlation with \"ever smoker\", maternal smoking at birth, BMI, and schizophrenia. Overall, our findings highlight the power of TWAS to identify novel risk loci and prioritize putatively causal genes.

genetics↗

Investigation of the pathogenic RFC1 repeat expansion in a Canadian and a Brazilian ataxia cohort: identification of novel conformations

A homozygous pentanucleotide expansion in the RFC1 gene has been shown to be a common cause of late-onset ataxia. In the general population a total of four different repeat conformations have been observed: a wild type sequence AAAAG (11 repeats), and longer expansions of AAAAG, AAAGG and AAGGG sequences. However, in ataxia cases only the AAGGG expansion has been shown to be pathogenic. In this study, we assessed the prevalence and nature of RFC1 repeat expansions in three adult-onset ataxia cohorts: Brazilian (n = 23) and Canadian (n = 26) cases that tested negative for other known ataxia mutations, as well as a cohort of randomly selected Canadian cases (n = 128) without regard to a genetic diagnosis. We identified the homozygous AAGGG pathogenic expansion in only one Brazilian family with two affected siblings, and in one Canadian case. The RFC1 expansion may therefore not be a common cause of adult-onset ataxia in these populations. Interestingly we observed two new repeat motifs, AAGAG and AGAGG, which indicates the dynamic nature of the pentanucleotide expansion sequence. To assess the frequency of these two new repeat conformations in the general population we screened 163 healthy individuals. These novel motifs were more frequent in patients versus controls. While we cannot be certain that the homozygous genotypes of the novel expanded conformations are pathogenic, their occurrence should nonetheless be taken into consideration in future studies.

genetics↗

Multi-omics integration of the phenome, transcriptome and genome highlights genes and pathways relevant to essential tremor

The genetic factors predisposing to essential tremor (ET), of one of the most common movement disorders, remains largely unknown. While current studies have examined the contribution of both common and rare genetic variants, very few have investigated the ET transcriptome. To understand pathways and genes relevant to ET, we used an RNA sequencing approach to interrogate the transcriptome of two cerebellar regions, the dentate nucleus and cerebellar cortex, in 16 cases and 16 age- and sex-matched controls. Additionally, a phenome-wide association study (pheWAS) of the dysregulated genes was conducted, and a genome-wide gene association study (GWGAS) was done to identify pathways overlapping with the transcriptomic data. We identified several novel dysregulated genes including CACNA1A, a calcium voltage-gated channel implicated in ataxia. Furthermore, several pathways including axon guidance, olfactory loss, and calcium channel activity were significantly enriched. A subsequent examination of the ET GWGAS data (N=7,154) also flagged genes involved in calcium ion-regulated exocytosis of neurotransmitters to be significantly enriched. Interestingly, the pheWAS identified that the dysregulated gene, SHF, is associated with a blood pressure medication (P=9.3E-08), which is commonly used to reduce tremor in ET patients. Lastly, it is also notable that the dentate nucleus and cerebellar cortex have different transcriptomes, suggesting that different regions of the cerebellum have spatially different transcriptomes.

genomics↗

Transcriptomic changes resulting from STK32B overexpression identifies pathways potentially relevant to essential tremor

Essential tremor (ET) is a common movement disorder that has a high heritability. A number of genetic studies have associated different genes and loci with ET, but few have investigated the biology of any of these genes. STK32B was significantly associated with ET in a large GWAS study and was found to be overexpressed in ET cerebellar tissue. Here, we overexpressed STK32B in human cerebellar DAOY cells and used an RNA-Seq approach to identify differentially expressed genes by comparing the transcriptome profile of these cells to the one of control DAOY cells. Pathway and gene ontology enrichment identified axon guidance, olfactory signalling and calcium-voltage channels as significant. Additionally, we show that overexpressing STK32B affects transcript levels of previously implicated ET genes such as FUS. Our results investigate the effects of overexpressed STK32B and suggest that it may be involved in relevant ET pathways and genes.

genomics↗

The role of Selenoprotein N in the differentiation of erythroid progenitors during stress erythropoiesis

Low serum Se is independently associated with anemia in elderly population, dialysis patients, sickle-cells patients, and hypothyroidism patients. Previous work from our laboratory showed that dietary Se deficiency in mice showed mild anemia indicating activation of stress-erythropoietic mechanisms. Unlike steady state erythropoiesis that is primarily responsible for homeostasis to produce new erythrocytes at a constant rate, stress erythropoiesis predominates when the bone marrow cannot generate sufficient erythrocytes. During such a process, short-term reconstituting hematopoietic stem cells (CD34+Kit+Sca1+Linneg) migrate to the spleen leading to the proliferation and differentiation of stress-erythroid progenitors (SEPs). These cells lead to stress burst forming unit-erythroid cells (BFU-E) followed by terminal differentiation to erythrocytes. Recent studies demonstrate deficits in selenoproteins block the expansion and development of stress BFU-E with defects in terminal differentiation. Analysis of selenoprotein expression showed that selenoprotein W (SelenoW) was highly expressed in developing SEPs. CRISPR-Cas9 knockout of SelenoW blocked the proliferation of immature SEPs in murine and human stress erythropoiesis cultures demonstrating a central role for SelenoW in stress erythropoiesis. Using the two-culture system to generate SEPs, selenoprotein N (SelenoN) expression increased as the progenitors transition from self-renewing \"stem cell like\" progenitors to form committed erythroid progenitors. SelenoN-/- mice showed significantly slower erythroid recovery following phenylhydrazine (PHZ)-induced acute hemolytic anemia. As in the muscle satellite cells where SelenoN regulates cellular Ca2+ signaling, SelenoN may also regulate Ca2+ signaling in SEPs to modulate pathways of differentiation. In summary, these data suggest that multiple selenoproteins, including SelenoN and SelenoW, coordinately regulate stress erythropoiesis.

developmental biology↗

Antioxidant Gene Expression in Vocal Hindbrain of a Teleost Fish

Plainfin midshipman fish (Porichthys notatus) have a remarkable capacity to generate long duration advertisement calls known as hums, each of which may last for close to two hours and be repeated throughout a night of courtship activity during the breeding season. The midshipmans striking sound production capabilities provide a unique opportunity to investigate the mechanisms that motor neurons require for withstanding high-endurance activity. The temporal properties of midshipman vocal behaviors are largely controlled by a hindbrain central pattern generator that includes vocal motor neurons (VMN) that directly determine the activity pattern of target sonic muscles and, in turn, a sounds pulse repetition rate, duration and pattern of amplitude modulation. Of the two adult midshipman male reproductive phenotypes -- types I and II-- only type I males acoustically court females with hums from nests that they build and guard, while type II males do not produce courtship hums but instead sneak or satellite spawn to steal fertilizations from type I males. A prior study using next generation RNA sequencing showed increased expression of a number of cellular respiration and antioxidant genes in the VMN of type I males during the breeding season, suggesting they help to combat potentially high levels of oxidative stress linked to this extreme behavior. This led to the question of whether the expression of these genes in the VMN would vary between actively humming versus non-humming states as well as between male morphs. Here, we tested the hypothesis that to combat oxidative stress, the VMN of reproductively active type I males would exhibit higher mRNA transcript levels for two superoxide dismutases (sod1, sod2) compared to the VMN of type II males and females that do not hum and in general both of which have a more limited vocal repertoire than type I males. The results showed no significant difference in sod1 transcript expression across reproductive morphs in the VMN and the surrounding hindbrain, and no difference of sod2 across the two male morphs and females in the SH. However, we observed a surprising, significantly lower expression of sod2 transcripts in the VMN of type I males as compared to type II males. We also found no significant difference in sod1 and sod2 expression between actively humming and non-humming type I males in both the VMN and surrounding hindbrain. These findings overall lead us to conclude that increased transcription of sod1 and sod2 is not necessary for combatting oxidative stress from the demands of the midshipman high-endurance vocalizations, but warrant future studies to assess protein levels, enzyme activity levels, as well as the expression of other antioxidant genes. These results also eliminate one of the proposed mechanisms that male midshipman use to combat potentially high levels of oxidative stress incurred by motor neurons driving long duration vocalization and provide more insight into how motor neurons are adapted to the performance of extreme behaviors.

neuroscience↗

One-step assembly of large CRISPR arrays enables multi-functional targeting and reveals constraints on array design

CRISPR-Cas systems inherently multiplex through their CRISPR arrays--whether to confer immunity against multiple invaders or by mediating multi-target editing, regulation, imaging, and sensing. However, arrays remain difficult to generate due to their reoccurring repeat sequences. Here, we report an efficient, one-step scheme called CRATES to construct large CRISPR arrays through defined assembly junctions within the trimmed portion of array spacers. We show that the constructed arrays function with the single-effector nucleases Cas9, Cas12a, and Cas13a for multiplexed DNA/RNA cleavage and gene regulation in cell-free systems, bacteria, and yeast. We also applied CRATES to assemble composite arrays utilized by multiple Cas nucleases, where these arrays enhanced DNA targeting specificity by blocking off-target sites. Finally, array characterization revealed context-dependent loss of spacer activity and processing of unintended guide RNAs derived from Cas12a terminal repeats. CRATES thus can facilitate diverse applications requiring CRISPR multiplexing and help elucidate critical factors influencing array function.

synthetic biology↗