Biology subjects

Zhao, Y.

Publications and source records attributed to Zhao, Y..

At least 883 records · Page 49Linked to original sources

bioRxiv2021

Natural variations in the P-type ATPase heavy metal transporter ZmCd1 controlling cadmium accumulation in maize grains

Cadmium (Cd) accumulation in maize grains is detrimental to human health. Developing maize varieties with low-Cd contents via marker-assisted selection is important for ensuring the production of maize grains safe for consumption. However, the key gene controlling maize grain Cd accumulation has not been cloned. In this study, we identified two major loci for maize grain Cd accumulation (qCd1 and qCd2) on chromosome 2 during a genome-wide association study (GWAS). The qCd1 locus was analyzed by bulked segregant RNA-seq and fine mapping with a biparental segregating population of Jing724 (low-Cd line) and Mo17 (high-Cd line). The ZmCd1 candidate gene in the qCd1 locus encodes a vacuolar membrane-localized heavy metal P-type ATPase transporter, ZmHMA3, which is orthologous to the tonoplast Cd transporter OsHMA3. Genomic DNA sequence and transcript analyses suggested that a transposon in intron 1 of ZmCd1 is responsible for the abnormal amino acid sequence in Mo17. An EMS mutant analysis and an allelism test confirmed ZmCd1 influences maize grain Cd accumulation. The natural variations in ZmCd1 were used to develop four PCR-based molecular markers, which revealed five ZmCd1 haplotypes in the GWAS population. The molecular markers were also used to predict the grain Cd contents in commonly cultivated maize germplasms in China. The predicted Cd contents for 36 inbred lines and 13 hybrids were consistent with the measured Cd contents. Furthermore, several low-Cd elite inbred lines and hybrids were identified, including Jing2416, MC01, Jingnonke728, and Jingke968. Therefore, the molecular markers developed in this study are applicable for molecular breeding and developing maize varieties with low grain Cd contents.

plant biology↗

bioRxiv2021

Nuclear m6A reader Ythdc1 regulates the scaffold function of LINE1 in mouse ESCs

N6-methyladenosine (m6A) on chromosome-associated regulatory RNAs (carRNAs), including repeat RNAs, play important roles in tuning the chromatin state and transcription1. Among diverse RNA-chromatin interacting modes, the nuclear RNA scaffold is considered important for trans-interactions2,3 but has not yet been connected with m6A yet. Here, we found that Ythdc1 played indispensable roles in the embryonic stem cell (ESC) self-renewal and differentiation potency, and these roles highly depended on its m6A-binding ability. Ythdc1 deficiency in ESCs resulted in decreased rRNA synthesis and the activation of 2-cell (2C) embryo-specific transcriptional program, and these observations recapitulated the transcriptome defects induced by dysfunction of the long interspersed nuclear element-1 (LINE1)-scaffold, which were unrelated to the direct targeting of Ythdc1. A detailed analysis revealed that Ythdc1 recognized m6A on LINE1 and was physically involved in the formation of the LINE1-Nucleolin partnership and the chromatin recruitment of Kap1. In summary, our study reveals a new link between m6A and the RNA scaffold and thus provides a new regulatory model for the crosstalk between RNA and the chromatin epigenome.

cell biology↗

bioRxiv2021

Distinct T cell chromatin landscapes in scleroderma subtypes

ObjectivesSystemic sclerosis (SSc; scleroderma) disproportionately affects biological females, and results of multiple studies implicate lymphocyte derangements in disease pathogenesis supporting use of mycophenolate mofetil (MMF) treatment. Here, we surveyed chromatin accessibility of circulating CD4+ T lymphocytes from SSc patients commencing MMF to gain molecular insights into systemic immune activation. MethodsPeripheral blood samples were collected longitudinally. We used the Assay for Transposase-Accessible Chromatin by sequencing (ATAC-seq) to interrogate genome-wide chromatin accessibility profiles of peripheral CD4+ T cells compared with publicly available healthy control (HC) data. ResultsATAC-seq libraries were generated for 18 SSc patients [78% with diffuse cutaneous (dc), 78% female, and 17% + anticentromere autoantibodies (ACA)]. Disease status (SSc vs. HC), biological sex, and serum autoantibody type were significantly associated with CD4+ T cell epigenomic profile variability, while MMF treatment had no significant effect. Present serum ACAs associated with elevated T helper 2 (Th2) cell proportions. +ACA patients consistently displayed distinct epigenetic profiles of increased open chromatin at gene loci encoding fibrosis-driving Th2 cytokines IL-4, IL-13, and the IL-4 receptor. ConclusionsOur results demonstrate the utility of interrogating chromatin accessibility profiles of patient CD4+ cells to stratify and understand better clinical SSc heterogeneity. They highlight a potential mechanism underlying the female sex preponderance for SSc as females had more open chromatin. Our findings nominate Th2 cell activation as a novel mechanistic hallmark and therapeutic opportunity to address SSc, especially in those with +ACA.

immunology↗

bioRxiv2021

A systematic CRISPR screen reveals an IL-20/IL20RA-mediated peritoneal immune crosstalk to prevent the ovarian cancer metastasis

Transcoelomic spread of cancer cells across the peritoneal cavity occurs in most initially diagnosed ovarian cancer (OC) patients and accounts for most cancer-related death. However, how OC cells interact with peritoneal stromal cells to evade the immune surveillance remains largely unexplored. Here, through an in vivo genome-wide CRISPR/Cas9 screen, we identified IL20RA, which decreased dramatically in OC patients during peritoneal metastasis, as a key factor preventing the transcoelomic metastasis of OC. Reconstitution of IL20RA in highly metastatic OC cells greatly suppresses the transcoelomic metastasis. OC cells, when disseminate into the peritoneal cavity, greatly induce peritoneum mesothelial cells to express IL-20 and IL-24, which in turn activate the IL20RA downstream signaling in OC cells to produce mature IL-18, eventually resulting in the polarization of macrophages into the M1-like subtype to clear the cancer cells. Thus, we show an IL-20/IL20RA-mediated crosstalk between OC and mesothelial cells that supports a metastasis-repressing immune microenvironment.

cancer biology↗

bioRxiv2021

An amiRNA screen uncovers redundant CBF & ERF34/35 transcription factors that differentially regulate arsenite and cadmium responses

Arsenic stress causes rapid transcriptional responses in plants. However, transcriptional regulators of arsenic-induced gene expression in plants remain less well known. To date, forward genetic screens have proven limited for dissecting arsenic response mechanisms. We hypothesized that this may be due to the extensive genetic redundancy present in plant genomes. To overcome this limitation, we pursued a forward genetics screen for arsenite tolerance using a randomized library of plants expressing >2,000 artificial microRNAs (amiRNAs). This library was designed to knock-down diverse combinations of homologous gene family members within sub-clades of transcription factor and transporter gene families. We identified six transformant lines showing an altered response to arsenite in root growth assays. Further characterization of an amiRNA line targeting closely homologous CBF and ERF transcription factors show that the CBF1,2 and 3 transcription factors negatively regulate arsenite sensitivity. Furthermore, the ERF34 and ERF35 transcription factors are required for cadmium resistance. Generation of CRISPR lines, higher-order T-DNA mutants, and gene expression analyses, further support our findings. These ERF transcription factors differentially regulate arsenite sensitivity and cadmium tolerance.

plant biology↗

bioRxiv2020

Bab2 activates JNK signaling to reprogram Drosophila wing disc development

In response to cellular stress and damage, certain tissues are able to regenerate and to restore tissue homeostasis. In Drosophila imaginal wing discs, dying cells express mitogens that induce compensatory proliferation in the surrounding tissue. Here we report that high levels of the BTB/POZ transcription factor Bab2 in the posterior compartment of wing discs activates c-Jun N-terminal kinase (JNK) signaling and local, cell-autonomous apoptotic cell death. This in turn triggered the upregulation of the Dpp mitogen and cellular proliferation in the anterior compartment in a JNK-dependent manner. In the posterior compartment, however, dpp expression was suppressed, most likely by direct transcriptional repression by Bab2. This dual-mode of JNK-signaling, autocrine pro-apoptotic signaling and paracrine pro-proliferative signaling, led to opposite effects in the two compartments and reprogramming of the adult wing structure. We establish Bab2 as a regulator of wing disc development, with the capacity to reprogram development via JNK activation in a cell-autonomous and non-cell-autonomous manner. Summary statementZhao et al. shows that the BTB/POZ transcription factor Bab2 is a potent activator of JNK signaling, apoptosis and compensatory proliferation, thereby driving both pro-tumorigenic and anti-tumorigenic processes.

developmental biology↗

bioRxiv2020

Landscapes and dynamic diversifications of B-cell receptor repertoires in COVID-19 patients

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has caused the pandemic of coronavirus disease 2019 (COVID-19). Great international efforts have been put into the development of prophylactic vaccines and neutralizing antibodies. However, the knowledge about the B cell immune response induced by the SARS-CoV-2 virus is still limited. Here, we report a comprehensive characterization of the dynamics of immunoglobin heavy chain (IGH) repertoire in COVID-19 patients. By using next-generation sequencing technology, we examined the temporal changes in the landscape of the patients immunological status, and found dramatic changes in the IGH within the patients immune system after the onset of COVID-19 symptoms. Although different patients have distinct immune responses to SARS-CoV-2 infection, by employing clonotype overlap, lineage expansion and clonotype network analyses, we observed a higher clonotype overlap and substantial lineage expansion of B cell clones during 2-3 weeks of illness, which is of great importance to B-cell immune responses. Meanwhile, for preferences of V gene usage during SARS-CoV-2 infection, IGHV3-74 and IGHV4-34 and IGHV4-39 in COVID-19 patients were more abundant than that of healthy controls. Overall, we present an immunological resource for SARS-CoV-2 that could promote both therapeutic development as well as mechanistic research.

immunology↗

bioRxiv2020

SARS-CoV-2 spike protein interacts with and activates TLR4

The onset of sepsis is an important feature of COVID19 and a main cause of death. It is unknown how SARS-CoV-2 infection results in viral sepsis in human. We recently found that SARS-CoV-2 provoked an anti-bacterial like response and activation of TLR4 pathway at the very early stage of infection in animal models. This abnormal immune response led to emergency granulopoiesis and sepsis. However, the original trigger of TLR4 signaling by SARS-CoV-2 is unknown. We here identified that the trimeric spike protein of SARS-CoV-2 could bind to TLR4 directly and robustly activate downstream signaling in monocytes and neutrophils. Moreover, specific TLR4 or NFKB inhibitor, or knockout of MyD88 could significantly block IL-1B induction by spike protein. We thus reveal that spike protein of SARS-CoV-2 functions as a potent stimulus causing TLR4 activation and sepsis related abnormal responses.

immunology↗

bioRxiv2020

Non-coding loci without epigenomic signals can be essential for maintaining global chromatin organization and cell viability

The majority of the non-coding regions in the human genome do not harbor any annotated element and are even not marked with any epigenomic signal or protein binding. An understudied aspect of these regions is their possible roles in stabilizing the 3D chromatin organization. To illuminate their "structural importance", we chose to start with the non-coding regions forming many 3D contacts (referred to as hubs) and identified dozens of hubs essential for cell viability. Hi-C and single cell transcriptomic analyses showed that their deletion could significantly alter chromatin organization and impact gene expression located distal in the genome. This study revealed the 3D structural importance of non-coding loci that are not associated with any functional element, providing a new mechanistic understanding of the disease-associated genetic variations (GVs). Furthermore, our analyses also suggested a powerful approach to develop "one-drug-multiple-targets" therapeutics targeting the disease-specific non-coding regions.

genetics↗

bioRxiv2020

Regulatory elements can be essential for maintaining broad chromatin organization and cell viability

Increasing evidence shows that promoters and enhancers could be related to 3D chromatin structure, thus affecting cellular functions. Except for functioning through the canonical chromatin loops formed by promoters and enhancers, their roles in maintaining broad chromatin organization have not been well studied. Here, we focused on the active promoters/enhancers (referred to as hotspots) predicted to form many 3D contacts with other active promoters/enhancers, and identified dozens of loci critical for cell survival. While the essentiality of hotspots is not resulted from their association with essential genes, deletion of an essential hotspot could lead to change of broad chromatin organization and expressions of distal genes. We demonstrated that multiple affected genes that are individually non-essential could have synergistic effects to cause cell death.

bioinformatics↗

bioRxiv2020

Multi-Level Attention Graph Neural Network for Clinically Interpretable Pathway-Level Biomarkers Discovery

Precision medicine, regarded as the future of healthcare, is gaining increasing attention these years. As an essential part of precision medicine, clinical omics have been successfully applied in disease diagnosis and prognosis using machine learning techniques. However, existing methods mainly make predictions based on gene-level individual features or their random combinations, none of the previous work has considered the activation of signaling pathways. Therefore, the model interpretability and accuracy are limited, and reasonable signaling pathways are yet to be discovered. In this paper, we propose a novel multi-level attention graph neural network (MLA-GNN), which applies weighted correlation network analysis (WGCNA) to format the omic data of each patient into graph-structured data, and then constructs multi-level graph features, and fuses them through a well-designed multi-level graph feature fully fusion (MGFFF) module to conduct multi-task prediction. Moreover, a novel full-gradient graph saliency mechanism is developed to make the MLA-GNN interpretable. MLA-GNN achieves state-of-the-art performance on transcriptomic data from TCGA-LGG/TCGA-GBM and proteomic data from COVID-19/non-COVID-19 patient sera. More importantly, the proposed model's decision can be interpreted in the signaling pathway level and is consistent with the clinical understanding.

bioinformatics↗

bioRxiv2020

Precision methylome and in vivo methylation kinetics characterization of Klebsiella pneumoniae

Klebsiella pneumoniae (K. pneumonia) is an important pathogen that can cause severe hospital-/community-acquired infections. To panoramically analyze K. pneumoniaes methylation features, we completed the whole genome sequences of 14 K. pneumoniae strains covering various serotypes, multilocus-sequence typings (MLSTs), clonal groups (CG), viscosity/virulence and drug-resistances, and further characterized their methylomes using PacBio-SMRT and bisulfite technologies. We identified 15 methylation motifs (13 6mA and two 5mC motifs), among which eight were novel ones. Their corresponding MTases were further validated. Additionally, we analyzed the genomic distribution of GATC and CCWGG methylation motifs shared by all strains, and identified differential distributive patterns of some hemi/un-methylated GATC motifs tending to locate in the intergenic regions (IGRs). Specifically, we characterized the in vivo methylation kinetics at single-base resolution on a genome-wide scale by simulating the dynamic processes of replication-mediated passive demethylation and MTase-catalyzed re-methylation. The slower methylation-rates of the GATC motifs in the replication origins (oriC) and IGRs suggest an epigenetic mechanism implicated in the regulation of replication-initiation and transcription. Our findings illustrate the first comprehensive dynamic methylome map of K. pneumonia at single base resolution, and provide an efficient means and important reference for a better understanding of epigenetic regulation in bacteria.

genomics↗

bioRxiv2020

TAPER: Pinpointing errors in multiple sequence alignments despite varying rates of evolution

AO_SCPLOWBSTRACTC_SCPLOWErroneous data can creep into sequence datasets for reasons ranging from contamination to annotation and alignment mistakes. These errors can reduce the accuracy of downstream analyses such as tree inference and will diminish the confidence of the community in the results even when they do not impact the analysis. As datasets keep getting larger, it has become difficult to visually check for errors, and thus, automatic error detection methods are needed more than ever before. Alignment masking methods, which are widely used, completely remove entire aligned sites. Therefore, they may reduce signal as much as or more than they reduce the noise. An alternative is designing targeted methods that look for errors in small species-specific stretches of the alignment by detecting outliers. Crucially, such a method should attempt to distinguish the real heterogeneity, which includes signal, from errors. This type of error filtering is surprisingly under-explored. In this paper, we introduce TAPER, an automatic algorithm that looks for small stretches of error in sequence alignments. Our results show that TAPER removes very little data yet finds much of the error and cleans up the alignments.

bioinformatics↗

bioRxiv2020

Recombinant Fc-fusion vaccine of RBD induced protection against SARS-CoV-2 in non-human primate and mice

The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) continues to infect people globally. The increased COVID-19 cases and no licensed vaccines highlight the need to develop safe and effective vaccines against SARS-CoV-2 infection. Multiple vaccines candidates are under pre-clinical or clinical trails with different strengths and weaknesses. Here we developed a pilot scale production of a recombinant subunit vaccine (RBD-Fc Vacc) with the Receptor Binding Domain of SARS-CoV-2 S protein fused with the Fc domain of human IgG1. RBD-Fc Vacc induced SARS-CoV-2 specific neutralizing antibodies in non-human primates and human ACE2 transgenic mice. The antibodies induced in macaca fascicularis neutralized three divergent SARS-CoV2 strains, suggesting a broader neutralizing ability. Three times immunizations protected Macaca fascicularis (20ug or 40ug per dose) and mice (10ug or 20ug per dose) from SARS-CoV-2 infection respectively. These data support clinical development of SARS-CoV-2 vaccines for humans. RBD-Fc Vacc is currently being assessed in randomized controlled phase 1/II human clinical trails. SummaryThis study confirms protective efficacy of a SARS-CoV-2 RBD-Fc subunit vaccine.

immunology↗

bioRxiv2020

Furfural residues as soil amendments for long-term seed corn production: effects on community composition and diversity of rhizosphere microbiota

Furfural residues s influence on maize rhizosphere microbiota subjected to long-term monocropping is poorly understood. In this study, high-throughput sequencing was employed to investigate the rhizosphere microbiota composition and its variation under long-term field monocropping for maize seed production. The results showed that unplanted, chemical fertilizer (only) treated soil, and furfural residue treated soil as well as seasonal soil batches recruited distinct rhizosphere microbiota. Microbial community diversity increased, and many operational taxonomic units (OTUs) were induced in the rhizosphere soil. Maize plants grown under field conditions were preferentially colonized by Ascomycota and Zygomycota in the unplanted soil, Ascomycota and Mortierellomycota in chemical fertilizer-treated soil, and Ascomycota and Basidiomycota in frufural residue-treated soil. Some potential pathogens, such as Alternaria, Trichocladium, Bipolaris, Solicoccozyma and Cladosporium were not detected, while beneficial microbes, such as Penicillium, Schizothecium and Rhizophlyctis were present. Acidobacteria and Bacteroidetes increased, Actinobacteria and Firmicutes decreased in furfural residue treated soil. The core bacteria detected after long-term cropping were MND1, RB41, UTCFX1, Nitrospira, Cellvibrio, Adhaeribacter etc. The relative abundances of Clostridium, Pseudarthrobacter and Roseiflexus decreased; Haliangium, Nitrospira and MND1 increased; Pirellula, Ellin6067 and Luteimonas reduced in different seasonal soil batches. Amendment with furfural residue promoted the development of beneficial microbes and decreased the abundance of pathogens after different continuous cropping years. The amendment increased cellulose-degrading and complex carbon-decomposing microbes, decreased the number of reductive substance-decomposing microbes, which led to microbial community structure shift over time. Amendment with furfural residue improved the rhizosphere environment, which will in turn improve plant growth. Furfural residue can be used as a soil amendment to control soil-borne diseases and to establish beneficial soil microbes. ImportanceContinuous monoculture of maize seed production led to reduction in plant nutrient absorption, destruction of soil structure, high incidence of soil-borne plant diseases, and decrease in crop yield. Traditional organic fertilizers are either unavailable or unbalanced for intensive cultivation. Furfural residues are acidic and carbon-rich making it a promising organic alternative to chemical fertilizers to improve seed corn production. Amendment with furfural residue may promote the microbiota in rhizosphere soil. In addition, the amendment may increase cellulose-degrading and complex carbon-decomposing microbes, which led to a shift in microbial community structure over time. Amendment with furfural residue may improve the rhizosphere environment, which will in turn improve plant growth, control soil-borne diseases and establish beneficial soil microbes.

pathology↗

bioRxiv2020

High throughput functional screening for next generation cancer immunotherapy using droplet-based microfluidics

Currently high throughput approaches are lagged for isolation of antibodies whose function goes beyond simple binding, which have prevented the next generation cancer immunotherapeutics, such as bispecific T cell engager antibodies or agonist antibody of costimulatory receptor, from reaching their full potential. Here we developed a highly efficient droplet-based microfluidics platform combining with lentivirus transduction system that enables functional screening of millions of antibodies. To showcase the capacity of the system, functional antibodies for CD40 agonism with low frequency (<0.02%) were identified with 2 rounds of screening. To demonstrate its versatility, an anti-Her2/anti-CD3 bispecific antibody library was established using bispecific T cell Engager (BiTE) platform and functional screening enabled efficient identification of potent anti-Her2/anti-CD3 BiTE antibodies. The platform could revolutionize the next generation cancer immunotherapy drug development and research world.

cancer biology↗

bioRxiv2020

Differences in functional connectivity distribution after transcranial direct-current stimulation: a connectivity density point of view

In this manuscript we consider the problem of relating functional connectivity measurements viewed as statistical distributions to outcomes. We demonstrate the utility of using the distribution of connectivity on a study of resting state functional magnetic resonance imaging association with an intervention. Specifically, we consider 47 primary progressive aphasia (PPA) patients with various levels of language abilities. These patients were randomly assigned to two treatment arms, tDCS (transcranial direct-current stimulation and language therapy) vs sham (language therapy only), in a clinical trial. We propose a novel approach to analyze the effect of direct stimulation on functional connectivity. We estimate the density of correlations among the regions of interest (ROIs) and study the difference in the density post-intervention between treatment arms. We discover that it is the tail of the density, rather than the mean or lower order moments of the distribution, that demonstrates a significant impact in the classification. This approach has several benefits. Among them, it drastically reduces the number of multiple comparisons compared to edge-wise analysis. In addition, it allows for the investigation of the impact of functional connectivity on the outcomes where the connectivity is not geometrically localized.

neuroscience↗

bioRxiv2020

Lipidomic analysis of roseobacters of the pelagic RCA cluster and their response to phosphorus limitation

The marine roseobacter-clade Affiliated cluster (RCA) represents one of the most abundant groups of bacterioplankton in the global oceans, particularly in temperate and sub-polar regions. They play a key role in the biogeochemical cycling of various elements and are important players in oceanic climate-active trace gas metabolism. In contrast to copiotrophic roseobacter counterparts such as Ruegeria pomeroyi DSS-3 and Phaeobacter sp. MED193, RCA bacteria are truly pelagic and have smaller genomes. We have previously shown that RCA bacteria do not appear to encode the PlcP-mediated lipid remodelling pathway, whereby marine heterotrophic bacteria remodel their membrane lipid composition in response to phosphorus (P) stress by substituting membrane glycerophospholipids with alternative glycolipids or betaine lipids. In this study, we report lipidomic analysis of six RCA isolates. In addition to the commonly found glycerophospholipids such as phosphatidylglycerol and phosphatidylethanolamine, RCA bacteria synthesise a relatively uncommon phospholipid, acylphosphatidylglycerol, which is not found in copiotrophic roseobacters. Instead, like the abundant SAR11 clade, RCA bacteria upregulate ornithine lipid biosynthesis in response to P stress, suggesting a key role of this aminolipid in the adaptation of marine heterotrophs to oceanic nutrient limitation.

microbiology↗