Biology subjects

Chang, J.

Publications and source records attributed to Chang, J..

At least 163 records · Page 9Linked to original sources

bioRxiv2019

Carbon metabolism, transcriptome and RNA editome in developmental paths differentiation of Coprinopsis cinerea

The balance and interplay between sexual and asexual reproduction is one of the most attractive mysteries in fungi. The choice of developmental strategy reflects the ability of fungi to adapt to the changing environment. However, the evolution of developmental paths and the metabolic regulation during differentiation and morphogenesis are poorly understood. Here, we monitor the carbohydrate metabolism and gene expression regulation during the early differentiation process from the \"fungal stem cell\", vegetative mycelium, to the highly differentiated tissue/cells, fruiting body, oidia or sclerotia, of a homokaryotic fruiting Coprinopsis cinerea strain A43mut B43mut pab1-1 #326, uncovering the systematic changes during morphogenesis and the evolutionary process of developmental strategies. Conversion between glucose and glycogen and conversion between glucose and beta-glucan are the main carbon flows in the differentiation processes. Genes related to carbohydrate transport and metabolism are significantly differentially expressed among paths. RNA editing, a novel layer of gene expression regulation, occurs in all four developmental paths and enriched in cytoskeleton and carbohydrate metabolic genes. It is developmentally regulated and evolutionarily conserved in basidiomycetes. Evolutionary transcriptomic analysis on four developmental paths showed that all transcriptomes are under purifying selection, and the more stressful the environment, the younger the transcriptome age. Oidiation has the lowest value of transcriptome age index (TAI) and transcriptome divergence index (TDI), while fruiting process has the highest of both indexes. These findings provide new insight to the regulations of carbon metabolism and gene expressions during fungal developmental paths differentiation.\n\nImportanceFungi is a group of species with high diversity and plays essential roles to the ecosystem. The life cycle of fungi is complex in structure and delicate in function. Choice of developmental strategies and internal changes within the organism are both important for the fungus to fulfill their ecological functions, reflecting the relationship between environment and the population. This study put the developmental process of vegetative growth, sexual and asexual reproduction, resistant structure formation of a classical model basidiomycetes fungus, C. cinerea, together for the first time to view the developmental paths differentiation process with physiology, transcriptomics and evolutionary prospects. Carbohydrate assays and RNA-seq showed the changes of the fungus. Our results fill the gaps on gene expression regulation during the early stage of developmental paths differentiation, and expand our understanding of the evolutionary process of life history and reproductive strategy in fungi.

microbiology↗

bioRxiv2019

A Sensitive Yellow Fever Virus Entry Reporter Identifies Valosin-Containing Protein (VCP/p97) as an Essential Host Factor for Flavivirus Uncoating

While the basic mechanisms of flavivirus entry and fusion are understood, little is known about the post-fusion events that precede RNA replication, such as nucleocapsid disassembly. We describe here a sensitive, conditionally replication-defective yellow fever virus (YFV) entry reporter, YFV{Delta}SK/Nluc, to quantitively monitor the translation of incoming, virus particle-delivered genomes. We validated that YFV{Delta}SK/Nluc gene expression can be neutralized by YFV-specific antisera and requires known flavivirus entry pathways, including clathrin- and dynamin-mediated endocytosis, endosomal acidification, YFV E glycoprotein-mediated fusion, and cellular LY6E expression; however, as expected, gene expression from the defective reporter virus was insensitive to a small molecule inhibitor of YFV RNA replication. YFV{Delta}SK/Nluc gene expression was also shown to require cellular ubiquitylation, consistent with recent findings that dengue virus capsid protein must be ubiquitylated in order for nucleocapsid uncoating to occur, as well as valosin-containing protein (VCP)/p97, a cellular ATPase that unfolds and extracts ubiquitylated client proteins from large macromolecular complexes. RNA transfection and washout experiments showed that VCP/p97 functions at a post-fusion, pre-translation step in YFV entry. Together, these data support a critical role for VCP/p97 in the disassembly of incoming flavivirus nucleocapsids during a post-fusion step in virus entry.\n\nIMPORTANCEFlaviviruses are an important group of RNA viruses that cause significant human disease. The mechanisms by which flavivirus nucleocapsids are disassembled during virus entry remain unclear. Here we show that the yellow fever virus nucleocapsid disassembly requires the cellular protein-disaggregating enzyme valosin-containing protein, also known as p97.

microbiology↗

bioRxiv2019

Metabolic remodeling by TIGAR overexpression is a therapeutic target in esophageal squamous-cell carcinoma

Whole-genome sequencing has identified many amplified genes in esophageal squamous-cell carcinoma (ESCC); however, their roles and the clinical relevance have yet elucidated. Here we show TP53-induced glycolysis and apoptosis regulator (TIGAR) is a major player in ESCC progression and chemoresistance. TIGAR reprograms glucose metabolism from glycolysis to the glutamine pathway through AMP-activated kinase, and its overexpression is correlated with poor disease outcomes. Tigar knockout mice have reduced ESCC growth and tumor burden. Treatment of TIGAR-overexpressed ESCC cell xenografts and patient-derived tumor xenografts in mice with combination of glutaminase inhibitor and chemotherapeutic agents achieves significant more efficacy than chemotherapy alone. These findings shed light on an important role of TIGAR in ESCC and provide evidence for targeted treatment of TIGAR-overexpressed ESCC.\n\nSignificanceEffective and target therapies are required for ESCC, one of the most common types of digestive OR cancer. Little has been known about the biology of ESCC progression or potential molecular targets OR for treatment. Whole-genome sequencing and RNA sequencing studies in ESCC have identified OR many recurrent copy number gain genes; however, the roles and druggable relevance of these OR genes remains poorly understood. Herein we demonstrate that TIGAR overexpression leads to OR metabolic remodeling, promoting ESCC progression and resistance to chemotherapeutic agents. OR Inhibiting the glutamine pathway significantly represses TIGAR-overexpressing ESCC growth and OR enhances tumor cell sensitization to cytotoxic agents. These findings might provide the rationale OR for clinical trials testing glutamine pathway inhibitors in combination with chemotherapy in OR TIGAR-expressing ESCC.

cancer biology↗

bioRxiv2019

A hierarchy of migratory keratinocytes maintains the tympanic membrane

Although the conductive function of the tympanic membrane (TM) is critical for hearing, it is unknown how the organ maintains cellular homeostasis. Using a combination of single-cell RNA sequencing, lineage tracing, whole-organ explant, and live-cell imaging, we demonstrate that the stem cells of the TM epidermis reside in a distinct location at the superior portion of the TM and, as progeny migrate inferiorly, Pdgfra+ fibroblasts maintain a niche supporting proliferation of committed progenitors, while keratinocytes distal from the niche differentiate. Thus, the TM has a three dimensional differentiation hierarchy of keratinocytes distinct from that at other epidermal sites. The TM represents a physiological context where, in the absence of injury, keratinocytes both transit through a proliferative committed progenitor state and exhibit directional lateral migration. This work forms a foundation for understanding common disorders of the TM and introduces a new model system for the understanding of keratinocyte biology.

cell biology↗

bioRxiv2019

Global analysis of epigenetic heterogeneity identifies divergent drivers of esophageal squamous cell carcinoma

Epigenetic landscapes can shape physiologic and disease phenotypes. We used integrative, high resolution multi-omics methods to characterize the oncogenic drivers of esophageal squamous cell carcinoma (ESCC). We found 98% of CpGs are hypomethylated across the ESCC genome and two-thirds occur in long non-coding (lnc)RNA regions. DNA methylation and epigenetic heterogeneity both coincide with chromosomal topological alterations. Gene body methylation, polycomb repressive complex occupancy, and CTCF binding sites associate with cancer-specific gene regulation. Epigenetically-mediated activation of non-canonical WNT signaling and the lncRNA ESCCAL-1 were validated as potential ESCC driver alterations. Gene-specific cancer driver roles of epigenetic alterations and heterogeneity are identified.

cell biology↗

bioRxiv2019

Effector loading onto VgrG spike proteins is critical for the assembly of the type VI secretion system in Agrobacterium tumefaciens

The type VI secretion system (T6SS) is used by many bacteria to engage in social behaviors with others and can directly or indirectly affect the health of plants and animals. Because activities associated with T6SS are often costly, the assembly and activation of the T6SS must be highly regulated. However, our knowledge regarding how T6SS assembly and contraction are regulated remains limited. Here we show that the loading of effectors onto their cognate carriers is critical for the assembly of a functional T6SS in Agrobacterium tumefaciens. A. tumefaciens strain C58 encodes one T6SS and two Tde DNase toxin effectors used as major weapons for interbacterial competition. We found that loading of Tde effectors onto their cognate carrier, the VgrG spike, is required for active T6SS secretion. Our data also suggest the assembly of the TssBC contractile sheath occurs only after Tde effectors are loaded onto the VgrG spike. The requirement of effector loading for efficient T6SS secretion was also validated in other A. tumefaciens strains. Such a mechanism may be used by bacteria as a strategy for efficacious T6SS firing. Given the prevalence of T6SS-encoding loci in host-associated bacteria, these findings inform on mechanisms that influence the composition of microbial communities and the services provided to hosts.

microbiology↗

bioRxiv2018

YAP-independent mechanotransduction drives breast cancer progression

Increased tissue stiffness is a driver of breast cancer progression. The transcriptional regulator YAP is considered a universal mechanotransducer, based largely on 2D culture studies. However, the role of YAP during in vivo breast cancer remains unclear. Here, we find that mechanotransduction occurs independently of YAP in breast cancer patient samples and mechanically tunable 3D cultures. Mechanistically, the lack of YAP activity in 3D culture and in vivo is associated with the absence of stress fibers and an order of magnitude decrease in nuclear cross-sectional area relative to 2D culture. This work highlights the context-dependent role of YAP in mechanotransduction, and establishes that YAP does not mediate mechanotransduction in breast cancer.\n\nOne Sentence SummaryBreast cancer mechanotransduction occurs independently of YAP, due to compact nuclear morphologies in vivo.

cancer biology↗

bioRxiv2018

Transcriptional profiling elucidates the essential role of glycogen synthase kinase 3 to fruiting body formation in Coprinopsis cinerea

The functions of glycogen synthase kinase 3 (GSK3) have been well-studied in animal, plant and yeast. However, information on its roles in basidiomycetous fungi is still limited. In this study, we used the model mushroom Coprinopsis cinerea to study the characteristics of GSK3 in fruiting body development. Application of a GSK3 inhibitor Lithium chloride (LiCl) induced enhanced mycelial growth and inhibited fruiting body formation in C. cinerea. RNA-Seq of LiCl-treated C. cinerea resulted in a total of 14128 unigenes. There were 1210 differentially expressed genes (DEGs) between the LiCl-treated samples and control samples in the mycelium stage (first time point), whereas 1402 DEGs were detected at the stage when the control samples formed hyphal knots and the treatment samples were still in mycelium (second time point). Kyoto Encyclopedia of Genes and Genome (KEGG) pathway enrichment analysis of the DEGs revealed significant associations between the enhanced mycelium growth in LiCl treated C. cinerea and metabolism pathways such as \"biosynthesis of secondary metabolite\" and \"biosynthesis of antibiotics\". In addition, DEGs involved in cellular process pathways, including \"cell cycle-yeast\" and \"meiosis-yeast\", were identified in C. cinerea fruiting body formation suppressed by LiCl under favorable environmental conditions. Our findings suggest that GSK3 activity is essential for fruiting body formation as it affects the expression of fruiting body induction genes and genes in cellular processes. Further functional studies of GSK3 in basidiomycetous fungi may help understand the relationships between environmental signals and fruiting body development.

genomics↗

bioRxiv2018

GSAP modulates γ-secretase specificity by inducing conformational change in PS1

The mechanism by which GSAP ({gamma}-secretase activating protein) regulates {gamma}-secretase activity has not yet been elucidated. Here, we show that knockout of GSAP in cultured cells directly reduces {gamma}-secretase activity for A{beta} production, but not for Notch1 cleavage, suggesting that GSAP may induce a conformational change contributing to the specificity of {gamma}-secretase. Furthermore, using an active site directed photoprobe with double cross-linking moieties, we demonstrate that GSAP modifies the orientation and/or distance of PS1-NTF and PS1-CTF, a region containing the active site of {gamma}-secretase. This work offers insight into how GSAP regulates {gamma}-secretase specificity.

neuroscience↗

bioRxiv2018

eQTL network analysis reveals that regulatory genes are evolutionarily older and bearing more types of PTM sites in Coprinopsis cinerea

Understanding the DNA variation in regulation of carbohydrate-active enzymes (CAZymes) is fundamental to the use of wood-decaying basidiomycetes in lignocellulose conversion into renewable energy. Our goal is to identify the regulators of lignocellulolytic enzymes in Coprinopsis cinerea, of which the genome harbors high number of Auxiliary Activities enzymes.\n\nThe DNA sequence of C. cinerea family including 46 single spore isolates (SSIs) from crosses of two homozygous strains are used to develop a panel of SNP markers. Then the RNA sequence were used to characterize the gene expression profiles. The RNA were extracted from cultures grown on softwood-enriched sawdust to induce lignocellulolytic enzymes and CCR de-repression genes. To assess the genetic contribution to enzyme expression variations among the 46 SSIs, associations between SNPs and gene expressions were examined genome-widely. 5148 local eQTLs and 7738 distant eQTLs were obtained. By analyzing these eQTLs, the potential regulatory factors of the CAZymes expression and the de-repression of Carbon Catabolism Repression (CCR) were identified.\n\nThe eQTL network is characterized in terms of hotspots, evolutionary age and post-translational modifications (PTMs). In the eQTL network of C. cinerea, the non-regulatory genes are younger than the regulatory genes. The proteins regulated by combinational multiple types of PTMs are more likely to function as super regulatory hotspots in protein-protein interactions. The evolutionary age analysis and the PTMome analysis could serve as alternative methods to identify master regulators from genomic data.\n\nThis work demonstrates a comprehensive bioinformatics approach to identify regulatory factors with next-generation sequencing data. The results provide candidate genes for bioengineering to increase the enzyme production, which will practically benefit the bioethanol production from lignocellulose.\n\nSignificanceThis eQTL analysis is designed to study the fungal CAZymes and carbon catabolism repression, especially during the mycelium stage.\n\nO_LIIn Coprinopsis cinerea, only the regions near two ends of the chromosomes have high recombination rate, and suitable for family based eQTL analysis.\nC_LIO_LIA sugar transporter is a hotspot controlling many CCR genes.\nC_LIO_LICAZymes are not regulated by a master regulator, but by individual regulators. This indicates that CAZymes are under specific regulatory pathways, so can response to specific conditions.\nC_LIO_LIIn the eQTL network, the rGenes are evolutionarily older, with more types of PTM sites than eGenes.\nC_LIO_LIIn the eQTL network, the proteins with more types of PTM sites are more likely associated with Information Storage and Processing, and act as super-hub in the network.\nC_LI

bioinformatics↗

bioRxiv2018

Non-driver somatic alteration burden confers good prognosis in non-small cell lung cancer

BackgroundGenomic profiling of patient tumors has linked somatic driver mutations to survival outcomes of non-small cell lung cancer (NSCLC) patients, especially for those receiving targeted therapies. However, it remains unclear whether specific non-driver mutations have any prognostic utility.\n\nMethodsWhole exomes and transcriptomes were measured from NSCLC xenograft models of patients with diverse clinical outcomes. Penalised regression analysis was performed to identify a set of 865 genes associated with patient survival. The number of somatic copy number aberrations, point mutations and associated expression changes within the 865 genes were used to stratify independent NSCLC patient populations, filtered for chemotherapy naive and early-stage. In-depth genomic analysis and functional testing was conducted on the genomic alterations to understand their effect on improving survival.\n\nResultsHigh burden of somatic alterations are associated with longer disease-free survival (HR=0.153, P=1.48x10-4) in NSCLC patients. When somatic alterations burden was integrated with gene expression, we were able to predict prognosis in three independent patient datasets. Patients with high alteration burden could be further stratified based on the presence of immunogenic mutations, revealing another subgroup of patients with even better prognosis (85% with >5 years survival), and associated with cytotoxic T-cell expression. In addition, 95% of these 865 genes lack documented activity relevant to cancer, but are in pathways regulating cell proliferation, motility and immune response were implicated.\n\nConclusionOur results demonstrate that non-driver somatic alterations may influence the outcome of cancer patients by increasing beneficial immune response and inhibiting processes associated to tumorigenesis.

cancer biology↗

bioRxiv2018

Protection of circadian rhythms by the protein folding chaperone, BiP

ER stress and dysregulation of collagen synthesis are associated with progression of disease in cancer and fibrosis. Collagen synthesis is co-ordinated with the circadian clock, which curiously in cancer cells, is deregulated by ER stress. We hypothesised that interplay exists between circadian rhythm, collagen synthesis and ER stress in normal cells. Here we show that fibroblasts with ER stress do not demonstrate circadian rhythms in gene expression upon clock-synchronizing time cues. Conversely, overexpression of BiP or treatment with chemical chaperones strengthens the oscillation amplitude of circadian rhythms. The significance of these findings was explored in tendon, where we showed that BiP expression is ramped preemptively prior to a surge in collagen synthesis at night, thereby preventing protein misfolding and ER stress. In turn, we propose, this forestalls activation of the unfolded protein response in order for circadian rhythms to be maintained. Thus, targeting ER stress could be used to modulate circadian rhythm and restore collagen homeostasis in disease.

cell biology↗

bioRxiv2018

Collagen assembly and turnover imaged with a CRISPR-Cas9 engineered Dendra2 tag

Electron microscopy has been the \"gold standard\" for studying collagen networks but dynamic information on how cells synthesise the networks has been lacking. Live imaging methods have been unable to distinguish newly-synthesised fibrils from pre-existing fibrils and intracellular collagen. Here, we tagged endogenous collagen-I using CRISPR-Cas9 with photoswitchable Dendra2 and demonstrate live cells synthesising, migrating on, and interacting with, collagen fibrils. This strategy is applicable for other long half-life proteins.

cell biology↗

bioRxiv2018

Circadian Clock Regulation of the Secretory Pathway

Collagen is the most abundant secreted protein in vertebrates that persists throughout life without renewal. The unchanging nature of collagen contrasts with observed continued collagen synthesis throughout adulthood and with conventional transcriptional and translational homeostatic mechanisms that replace damaged proteins with new copies. Here we show circadian clock regulation of procollagen transport from ER-to-Golgi and Golgi-to-plasma membrane by sequential rhythmic expression of SEC61, TANGO1, PDE4D and VPS33B. The result is nocturnal procollagen synthesis and daytime collagen fibril assembly in mice. Rhythmic collagen degradation by CTSK maintains collagen homeostasis. This circadian cycle of collagen synthesis, assembly and degradation affects only a pool of newly-synthesized collagen whilst maintaining the persistent collagen network. Disabling the circadian clock causes collagen accumulation and abnormal fibrils in vivo. In conclusion, our study has identified a circadian clock mechanism of protein homeostasis in which a sacrificial pool of collagen is synthesized and removed to maintain tissue function.

cell biology↗

bioRxiv2018

Intellectual phenotypes in autism strongly correlate with gene dosage changes and exon locations of truncating mutations

Autism spectrum disorders (ASD) are a group of related neurodevelopmental diseases displaying significant genetic and phenotypic heterogeneity1-4. Despite recent progress in understanding ASD genetics, the nature of phenotypic heterogeneity across probands remains unclear5, 6. Notably, likely gene-disrupting (LGD) de novo mutations affecting the same gene often result in substantially different ASD phenotypes. Nevertheless, we find that truncating mutations that affect the same exon frequently lead to strikingly similar intellectual phenotypes in unrelated ASD probands. Analogous patterns are observed for two independent proband cohorts and several other important ASD-associated phenotypes. We find that exons biased towards prenatal and postnatal expression preferentially contribute to ASD cases with lower and higher IQ phenotypes, respectively. These results suggest that exons, rather than genes, often represent a unit of effective phenotypic impact for truncating mutations in autism. The observed phenotypic effects are likely mediated by nonsense-mediated decay (NMD) of splicing isoforms, with autism phenotypes usually triggered by relatively mild (15-30%) decreases in overall gene dosage. We find that each gene with recurrent ASD mutations can be described by a parameter, phenotype dosage sensitivity (PDS), which characterizes the quantitative relationship between changes in a genes dosage and changes in a given disease phenotype. We further demonstrate analogous relationships between LGD mutations and changes in gene expression across human tissues. Therefore, similar phenotypic patterns may be also observed in multiple other systems and genetic disorders.

genetics↗

bioRxiv2018

Programmable single and multiplex base-editing in Bombyx mori using RNA-guided cytidine deaminases

Standard genome editing tools (ZFN, TALEN and CRISPR/Cas9) edited genome depending on DNA double strand breaks (DSBs). A series of new CRISPR tools that convert cytidine to thymine (C to T) without the requirement for DNA double-strand breaks were developed recently, which have changed this status and have been quickly applied in a variety of organisms. Here, we demonstrate that CRISPR/Cas9-dependent base editor (BE3) converts C to T with a high frequency in the invertebrate Bombyx mori silkworm. Using BE3 as a knock-out tool, we inactivated exogenous and endogenous genes through base-editing-induced nonsense mutations with an efficiency of up to 66.2%. Furthermore, genome-scale analysis showed that 96.5% of B. mori genes have one or more targetable sites being knocked out by BE3 with a median of 11 sites per gene. The editing window of BE3 reached up to 13 bases (from C1 to C13 in the range of gRNA) in B. mori. Notably, up to 14 bases were substituted simultaneously in a single DNA molecule, with a low indel frequency of 0.6%, when 32 gRNAs were co-transfected. Collectively, our data show for the first time that RNA-guided cytidine deaminases are capable of programmable single and multiplex base-editing in an invertebrate model.

genetics↗

bioRxiv2017

PyBoost: A parallelized Python implementation of 2D boosting with hierarchies

Motivation: Gene expression is controlled by networks of transcription factors that bind specific sequence motifs in regulatory DNA elements such as promoters and enhancers. GeneClass is a boosting-based algorithm that learns gene regulatory networks from complementary paired feature sets such as transcription factor expression levels and binding motifs across conditions. This algorithm can be used to predict functional genomics measures of cell state, such as gene expression and chromatin accessibility, in different cellular conditions. We present a parallelized, Python-based implementation of GeneClass, called PyBoost, along with a novel hierarchical implementation of the algorithm, called HiBoost. HiBoost allows regulatory logic to be constrained to a hierarchical group of conditions or cell types. The software can be used to dissect differentiation cascades, time courses or other perturbation data that naturally form a hierarchy or trajectory. We demonstrate the application of PyBoost and HiBoost to learn regulators of tadpole tail regeneration and hematopoeitic stem cell differentiation and validate learned regulators through an inducible CRISPR system.\n\nAvailability: The implementation is publicly available here: https://github.com/kundajelab/boosting2D/.

bioinformatics↗

bioRxiv2017

Morphological And Transcriptomic Evidence For Ammonium Induction Of Sexual Reproduction In Thalassiosira pseudonana And Other Centric Diatoms

The reproductive strategy of diatoms includes asexual and sexual phases, but in many species, including the model centric diatom Thalassiosira pseudonana, sexual reproduction has never been observed. Furthermore, the environmental factors that trigger sexual reproduction in diatoms are not understood. Although genome sequences of a few diatoms are available, little is known about the molecular basis for sexual reproduction. Here we show that ammonium reliably induces the key sexual morphologies, including oogonia, auxospores, and spermatogonia, in two strains of T. pseudonana, T. weissflogii, and Cyclotella cryptica. RNA sequencing revealed 1,274 genes whose expression patterns changed when T. pseudonana was induced into sexual reproduction by ammonium. Some of the induced genes are linked to meiosis or encode flagellar structures of heterokont and cryptophyte algae. The identification of ammonium as an environmental trigger suggests an unexpected link between diatom bloom dynamics and strategies for enhancing population genetic diversity.

microbiology↗