Biology subjects

Liu, H.

Publications and source records attributed to Liu, H..

At least 523 records · Page 29Linked to original sources

bioRxiv2023

Biochemical and chemical biological approaches to mammalian sleep: roles of calcineurin in site-specific dephosphorylation and sleep regulation

Understanding of sleep mechanisms traditionally rely on electrophysiology and genetics but here we have initiated biochemical and chemical biological studies. Sleep was increased in mouse mutants with an alanine replacing threonine at residue 469 (T469A) of the salt inducible kinase 3 (SIK3). We searched for T469 phosphatases by classic purification with HEK293 cells and by a new photo-crosslinking method with mouse brains. Both led to PPP3CA, a catalytic subunit of calcium/calmodulin activated phosphatase (calcineurin). It dephosphorylated T469 and serine (S) 551 but not T221 in SIK3 in vitro. PPP3CA knockdown increased phosphorylation of T469 and S551 but not T221 in mouse brains. Knockdown of its regulatory subunit PPP3R1 significantly reduced daily sleep by more than 5 hours, exceeding other known mouse mutants. Our results have uncovered in vitro and in vivo evidence for site-specific SIK3 dephosphorylation by calcineurin, demonstrated a physiological role for calcineurin in sleep, and suggested sleep control by calcium dependent dephosphorylation.

neuroscience↗

bioRxiv2023

Structural study of membrane proteins using vesicles

Membrane proteins play crucial roles in numerous biological processes and are important drug targets. However, structural studies of memebrane proteins heavily rely on solubilization by detergents, which may not reflect their native states in the cellular context. Moreover, identifying suitable detergents for individual membrane proteins is a tedious and costly screening process. Here, we developed a vesicle-based method that enables membrane protein structure determination in their native lipid environment, thereby bypassing the limitations of detergent solubilization. Using this approach, we isolated vesicles containing the multidrug efflux transporter AcrB and solved its structure by cryo-electron microscopy. Intriguingly, the AcrB trimer in the vesicle exhibited a loose assembly compared to the detergent-solubilized and nanoparticle structures. Our method presents a promising approach for studying structure and function of membrane protein in their native environment without the need for detergent screening and protein purification.

biophysics↗

bioRxiv2023

How formate dehydrogenase-lacking acetogen Clostridium bovifaecis utilize formate as the sole carbon source for its acetogenic growth?

Little is known about the growth of formate dehydrogenase-lacking acetogen on formate as sole carbon source. Here, we analyzed formate metabolism in Clostridium bovifaecis strain BXX using different concentrations of formate. The results show that C. bovifaecis converted formate (11.5-96 mM) into acetate with molar ratio of 2.0:1[~]2.6:1 by using L-cysteine in the anaerobic medium as electron source according to the stoichiometry of acetogenesis. Genome analysis of C. bovifaecis revealed genes encoding anaerobic ribonucleoside triphosphate reductase (nrdD and nrdG) catalyzing the oxidation of formate to CO2 while ATP is being reduced to the desoxy form. The existence of nrdD was verified by PCR, reverse transcription-PCR analysis and acetogenesis from formate. The process mode of acetogenesis from formate in C. bovifaecis provides insight into the unique metabolic feature of an FDH-lacking acetogen. IMPORTANCEWood-Ljungdahl pathway (WLP) lacking formate dehydrogenase (FDH) which catalyzes CO2 reduction to formate has been reported to occur acetogenesis only in the presence of formate and exogenous CO2, which seems to result from the formate-rich habitats adaptation of gastrointestinal acetogens. Here, we found FDH-lacking Clostridium bovifaecis strain BXX converted formate (11.5-96 mM) into acetate with molar ratio of 2.0:1[~]2.6:1 fitting the stoichiometry of acetogenesis when using formate as the sole carbon source. CO2 needed in the carbonyl branch of WLP was from the oxidation of formate to CO2 catalyzed by anaerobic ribonucleoside triphosphate reductase while ATP is being reduced to the desoxy form. L-cysteine in the anaerobic medium was the electron source of WLP. The process mode of acetogenesis from formate in C. bovifaecis provides insight into how an FDH-lacking acetogen can make a living from the simplest resources as carbon source, which has both ecological and biotechnological significance.

microbiology↗

bioRxiv2023

Evolution of the gene regulatory network of body axis by enhancer hijacking in amphioxus

A central goal of evolutionary developmental biology is to decipher the evolutionary pattern of gene regulatory networks (GRNs) that control morphogenesis during embryonic development, and the underlying molecular mechanism of the GRNs evolution. The Nodal signaling that governs the body axes of deuterostomes exhibits a conserved GRN orchestrated principally by Nodal, Gdf1/3 and Lefty. Despite that the GRN retains a conserved function in deuterostomes, the expression patterns of Gdf1/3 and Nodal are derived in cephalochordate amphioxus, implying a specific rewiring of the GRN in this lineage. Here we examined the regulatory mechanism and evolution of this GRN in amphioxus by functional genetic manipulations. We found that while the amphioxus Gdf1/3 orthologue shows nearly no expression during embryogenesis, its duplicate Gdf1/3-like linking to Lefty is zygotically expressed in a similar pattern as Lefty. Mutant and transgenic analyses revealed that Gdf1/3 is no longer crucial for amphioxus axial development. Instead, Gdf1/3-like assumes this responsibility, likely through hijacking Lefty enhancers. We also showed that amphioxus Nodal has become an indispensable maternal factor to compensate for the loss of maternal Gdf1/3 expression. We therefore demonstrated a case that the evolution of an ancestral GRN could be triggered by enhancer hijacking events. This pivotal event has allowed the emergence of a new GRN in the extant amphioxus, presumably evolving through a stepwise process. The co-expression of Gdf1/3-like and Lefty achieved by shared regulatory region may have provided developmental robustness during body axis formation in extant amphioxus, which provides a selection-based hypothesis for the phenomena called developmental system drift.

evolutionary biology↗

bioRxiv2023

Automated cell annotation in multi-cell images using an improved CRF_ID algorithm

Cell identification is an important yet difficult process in data analysis of biological images. Previously, we developed an automated cell identification method called CRF_ID and demonstrated its high performance in C. elegans whole-brain images (Chaudhary et al, 2021). However, because the method was optimized for whole-brain imaging, comparable performance could not be guaranteed for application in commonly used C. elegans multi-cell images that display a subpopulation of cells. Here, we present an advance CRF_ID 2.0 that expands the generalizability of the method to multi-cell imaging beyond whole-brain imaging. To illustrate the application of the advance, we show the characterization of CRF_ID 2.0 in multi-cell imaging and cell-specific gene expression analysis in C. elegans. This work demonstrates that high accuracy automated cell annotation in multi-cell imaging can expedite cell identification and reduce its subjectivity in C. elegans and potentially other biological images of various origins.

bioengineering↗

bioRxiv2023

Cotyledon Peeling Method for Passion Fruit Protoplasts: a versatile cell system for transient gene expression in passion fruit (Passiflora edulis)

Passion fruit (Passiflora edulis) is a perennial evergreen vine that grows mainly in tropical and subtropical regions due to its nutritional, medicinal and ornamental values. However, the molecular biology study of passion fruit is extremely hindered by the lack of an easy and efficient method for transformation. The protoplast transformation system plays a vital role in plant regeneration, gene function analysis and genome editing. Here, we present a new method ( Cotyledon Peeling Method) for simple and efficient passion fruit protoplast isolation using cotyledon as the source tissue. A high yield (2.3 x 107 protoplasts per gram of fresh tissues) and viability (76%) of protoplasts were obtained upon incubation in the enzyme solution [1% (w/v) cellulase R10, 0.25% (w/v) macerozyme R10, 0.4 M mannitol, 10 mM CaCl2, 20 mM KCl, 20 mM MES and 0.1% (w/v) BSA, pH 5.7] for 2 hours. In addition, we achieved high transfection efficiency of 83% via the polyethylene glycol (PEG)-mediated transformation with a green fluorescent protein (GFP)-tagged plasmid upon optimization. The crucial factors affecting transformation efficiency were optimized as follows: 3 g of plasmid DNA, 5 min transfection time, PEG concentration at 40% and protoplast density of 100 x 104 cells/ml. Furthermore, the established protoplast system was successfully applied for subcellular localization analysis of multiple fluorescent organelle markers and protein-protein interaction study. Taken together, we report a simple and efficient passion fruit protoplast isolation and transformation system, and demonstrate its usage in transient gene expression for the first time in passion fruit. The protoplast system would provide essential support for various passion fruit biology studies, including genome editing, gene function analysis and whole plant regeneration.

plant biology↗

bioRxiv2023

High-resolution Dynamic Human Brain Neural Activity Recording Using 3T MRI

Despite extensive research over decades, a non-invasive technique capable of capturing neural activities in the human brain with high spatiotemporal resolution is still lacking. The recently proposed direct imaging of neuronal activity (DIANA) using ultrahigh-field magnetic resonance imaging (MRI) has shown promise, but the translation from anesthetized mice to awake humans poses a significant challenge. Here we present Time Resolved ImaGing of Global Electroneurophysiological Record (TRIGGER), a novel technique that enables the direct detection of neural activity in the awake human brain using 3T MRI. In 18 participants, visual responses were captured at 5-mm spatial resolution and 1.4-ms temporal resolution. Importantly, the delay in stimulus presentation reliably corresponded to the latency of neural responses on a millisecond scale. Furthermore, when stimuli were presented to one visual field, the responses in two hemispheres exhibited the expected time difference. This non-invasive mapping approach holds the potential to elucidate neural dynamics underlying human brain function and disorders.

neuroscience↗

bioRxiv2023

Developmental Alterations in Brain Network Asymmetry in 3- to 9-Month Infants with Congenital Sensorineural Hearing Loss

Auditory exposure plays crucial roles in shaping healthy brain development and generating lateralization of functional network organization. However, little is known about whether and how an initial lack of auditory exposure in early infancy may disrupt development of functional network lateralization. We addressed this issue by recruiting 55 infants with congenital sensorineural hearing loss (SNHL) and 60 typically developing (TD) controls. Resting-state fNIRS imaging data were acquired to construct hemispheric cerebral networks, and graph theory was applied to quantify the topological characteristics of hemispheric networks. The infants with SNHL exhibited efficient small-world characteristic within each hemispheric network, however, the lateralization of functional network efficiency was substantially disrupted. Compared with TD infants with significantly increased network efficiency lateralized toward left hemisphere with age, the SNHL infants did not exhibit the emergence and development of such cerebral lateralization. Furthermore, the increased leftward asymmetry in nodal efficiency with age was found in TD but not in SNHL infants. Interestingly, the degree of hearing loss had no correlation with lateralization strength in the SNHL group. These results suggest that SNHL infants exhibited disrupted development of cortical lateralization in functional network organization, and highlight the importance of auditory stimulation-promoted multisensory functional integration in early infancy.

neuroscience↗

bioRxiv2023

Population genomics reveals extensive inbreeding and purging of mutational load in wild Amur tigers

The inbreeding is a big threat for the persistence of genetic diversity in small and isolated populations of endangered species. The homozygous genome could exacerbate inbreeding depression by introducing homozygous deleterious alleles in the population. However, purging of inbreeding loads as they become homozygotes in small populations could alleviate the depression. The Amur tiger (Panthera tigris altaica) is typically exists in small population living in forests in Northeast Asia and is among the most endangered animals on the planet with great symbolic significance of conservation. By comparing with captive individuals, we revealed substantially higher and more extensive inbreeding in the wild Amur tiger population (FROH=0.51) than in captive Amur tigers (FROH=0.26). We further found much less mutational loads in wild populations when compared with captive Amur tigers. However, the frequency of loss of function and deleterious nonsynonymous mutations inside ROH regions are much lower than that in non-ROH regions in both wild and captive Amur tigers, indicating the purging may had occurred in both populations but much effective in the wild population. In addition, we found the average frequency of deleterious alleles was much lower than that of neutral alleles in the wild population, indicating that the purifying selection contributed to the purging of mutational loads in the wild Amur tigers. These findings provide valuable genome-wide evidence to support the making of future conservation plans of wild Amur tigers.

genomics↗

bioRxiv2023

Bacterial Cytochrome P450-catalyzed Post-translational Macrocyclization

Bacterial cytochrome P450s represent an emerging enzyme family that can modify ribosomally synthesized peptides to generate structurally complex macrocyclic skeletons. However, the functional sequence space of this type of enzyme is largely unexplored. In this study, we conduct a systematic genome mining of small ribosomal peptide-tailoring P450s from genomes of actinobacteria via a precursor-centric, primary sequence-, and structure-guided strategy. We uncovered 1,957 putative P450s, prioritized two representative families for functional study, and characterized two P450 enzymes that can respectively catalyze Tyrosine-to-Tryptophan and Tryptophan-to-Tryptophan crosslinks to form 3-mer or 4-mer macrocycle. These two P450 enzymes exhibit broad substrate selectivity, suggesting a promising starting template for engineering unnatural cyclic peptide construction. Our work expanded the enzymatic catalysis of P450s and could inspire the community to discover hidden peptide-modifying enzymes.

biochemistry↗

bioRxiv2023

Brain-wide Correspondence Between Neuronal Epigenomics and Long-Distance Projections

Single-cell genetic and epigenetic analyses parse the brains billions of neurons into thousands of "cell-type" clusters, each residing in different brain structures. Many of these cell types mediate their unique functions by virtue of targeted long-distance axonal projections to allow interactions between specific cell types. Here we have used Epi-Retro-Seq to link single cell epigenomes and associated cell types to their long-distance projections for 33,034 neurons dissected from 32 different source regions projecting to 24 different targets (225 source [->]target combinations) across the whole mouse brain. We highlight uses of this large data set for interrogating both overarching principles relating projection cell types to their transcriptomic and epigenomic properties and for addressing and developing specific hypotheses about cell types and connections as they relate to genetics. We provide an overall synthesis of the data set with 926 statistical comparisons of the discriminability of neurons projecting to each target for every dissected source region. We integrate this dataset into the larger, annotated BICCN cell type atlas composed of millions of neurons to link projection cell types to consensus clusters. Integration with spatial transcriptomic data further assigns projection-enriched clusters to much smaller source regions than afforded by the original dissections. We exemplify these capabilities by presenting in-depth analyses of neurons with identified projections from the hypothalamus, thalamus, hindbrain, amygdala, and midbrain to provide new insights into the properties of those cell types, including differentially expressed genes, their associated cis-regulatory elements and transcription factor binding motifs, and neurotransmitter usage.

neuroscience↗

bioRxiv2023

Annotation-free pathology images characterize tumor immune microenvironment in breast cancer by weakly supervised contrastive learning

The efficacy of immune checkpoint inhibitors is significantly influenced by the tumor immune microenvironment (TIME). RNA sequencing of tumor biopsies or surgical specimens can offer valuable insights into TIME, but its high cost and long turnaround time seriously restrict its utility in routine clinical examinations. Several recent studies have suggested that ultra-high resolution pathology images can infer cellular and molecular characteristics. However, studies on revealing TIME from pathology images are still limited.In this paper, we proposed a novel weakly supervised contrastive learning model to deduce tumor immune microenvironment features from whole slide images (WSIs) of H&E stained pathological sections. The high-resolution WSIs are split into tiles, and then contrastive learning is applied to extract features of each tile. After aggregating the features at the tile level, we employ weak supervisory signals to fine-tune the encoder for various downstream tasks. Comprehensive downstream experiments on two independent breast cancer cohorts and spatial transcriptomics data demonstrate that our computational pathological features accurately predict the proportion of tumor infiltrating immune cells, particularly the infiltration level of macrophages, as well as the immune subtypes and biomarker gene expression levels. These findings demonstrate that our model effectively captures pathological features beyond human vision, establishing a mapping relationship between cellular compositions and histological morphology, thus expanding the clinical applications of digital pathology images.

bioinformatics↗

bioRxiv2023

LSM14B is essential for mitochondrial clustering in the oocyte meiosis

As oocyte meiotic maturation, they undergo two successive meiotic M phases, notably lacking an intervening interphase phase. During these M phases, oocytes remain transcriptionally quiescent, and we now know that "translational repressed mRNAs" are stored in a structure called the mitochondria associated ribonucleoprotein domain (MARDO). LSM14B is one of the abundant proteins of MARDO, and is predicted to bind mRNA, but its function(s) remain elusive. Here, we demonstrate that LSM14B functions to promote MARDO assembly in mouse oocytes. We also found that LSM14B knockout female mice are infertile, and show that the knockout oocytes fail to enter meiosis II, instead entering an aberrant interphase-like stage. Finally, we show that the failure of oocyte maturation results from decreased expression of Cyclin B1. Our study has revealed that the RNA-binding protein LSM14B modulates MARDO assembly and is essential for oocyte meiotic maturation.

developmental biology↗

bioRxiv2023

Receptor-like cytoplasmic kinases belonging to different subfamilies mediate immune responses downstream of the Cf-4 resistance protein in Nicotiana benthamiana

Cell-surface receptors, which are either receptor-like proteins (RLPs) or receptor-like kinases (RLKs), form the first layer of the plant innate immune system. The LRR-RLKs SUPPRESSOR OF BIR1-1 (SOBIR1) and BRASSINOSTEROID INSENSITIVE 1-ASSOCIATED KINASE 1 (BAK1) are the common regulatory co-receptors of LRR-RLPs. The tomato LRR-RLP Cf-4, which specifically detects the apoplastic effector Avr4 that is secreted by the pathogenic intercellular fungus Cladosporium fulvum, requires SOBIR1 and BAK1 to mediate resistance against this fungus. It is proposed that phosphorylation events take place between the cytoplasmic kinase domains of SOBIR1 and BAK1, which lead to the initiation of various downstream signaling outputs such as the rapid phosphorylation of receptor-like cytoplasmic kinases (RLCKs), the accumulation of reactive oxygen species (ROS), the activation of mitogen-activated protein kinase (MAPK) cascades, and in some cases, the hypersensitive response (HR). Here, by performing in vitro phosphorylation assays, we show that SOBIR1 directly phosphorylates BAK1, whereas BAK1, in its turn, directly phosphorylates SOBIR1, which results in the full activation of the Cf-4-containing immune complex. We found that threonine 522, present in the activation segment of the SOBIR1 kinase domain of Nicotiana benthamiana (Nb), is required for its intrinsic kinase activity, and is essential for the Avr4/Cf-4/SOBIR1/BAK1-triggered ROS burst, MAPK activation and the HR. Tyrosine residue Y469 was found to be crucial for the Avr4/Cf-4- triggered activation of MAPKs and the HR, but not for ROS production and NbSOBIR1 intrinsic kinase activity. RLCKs are well-recognized to act as the initial cytoplasmic transducers, bridging cell-surface receptor complexes with their downstream signaling partners. By knocking out multiple genes belonging to different RLCK-VII subfamilies in N. benthamiana plants stably expressing Cf-4, we show that members of the RLCK-VII subfamilies 6, 7 and 8 are required for the Avr4/Cf-4-triggered ROS production. Typically, the Avr4 protein triggers a biphasic ROS burst in leaf discs obtained from N. benthamiana:Cf-4 plants, in which the first transitory response is followed by a second, sustained ROS burst. Interestingly, the intensities of the first and second phase of the ROS burst are affected in different ways in the various rlck-vii knock-out plants, indicating that there are different downstream ROS regulatory mechanisms, involving different RLCKs in N. benthamiana. Further studies show that members from RLCK-VII-6, 7 and 8 also play an essential role in regulating the ROS production triggered by flg22, chitin, and the nlp20/RLP23 and the pg13/RLP42 combinations.

plant biology↗

bioRxiv2023

Broadly neutralizing antibodies targeting a conserved silent face of spike RBD resist extreme SARS-CoV-2 antigenic drift

Developing broad coronavirus vaccines requires identifying and understanding the molecular basis of broadly neutralizing antibody (bnAb) spike sites. In our previous work, we identified sarbecovirus spike RBD group 1 and 2 bnAbs. We have now shown that many of these bnAbs can still neutralize highly mutated SARS-CoV-2 variants, including the XBB.1.5. Structural studies revealed that group 1 bnAbs use recurrent germline encoded CDRH3 features to interact with a conserved RBD region that overlaps with class 4 bnAb site. Group 2 bnAbs recognize a less well-characterized "site V" on the RBD and destabilize spike trimer. The site V has remained largely unchanged in SARS-CoV- 2 variants and is highly conserved across diverse sarbecoviruses, making it a promising target for broad coronavirus vaccine development. Our findings suggest that targeted vaccine strategies may be needed to induce effective B cell responses to escape resistant subdominant spike RBD bnAb sites.

immunology↗

bioRxiv2023

Ebola Virus Sequesters IRF3 in Viral Inclusion Bodies to Evade Host Antiviral Immunity

Viral inclusion bodies (IBs) commonly form during the replication of Ebola virus (EBOV) in infected cells, but their role in viral immune evasion has rarely been explored. Here, we found that interferon regulatory factor 3 (IRF3), but not TANK-binding kinase 1 (TBK-1) or I{kappa}B kinase epsilon (IKK{varepsilon}), was recruited and sequestered in viral IBs when the cells were infected by EBOV transcription- and replication-competent virus-like particles (trVLPs). NP/VP35-induced IBs formation was critical for IRF3 recruitment and sequestration, probably through interaction with STING. Consequently, the association of TBK1 and IRF3, which plays a vital role in type I interferon (IFN-I) induction, was blocked by EBOV trVLPs infection. Additionally, IRF3 phosphorylation and nuclear translocation induced by Sendai virus (SeV) or poly(I:C) stimulation were suppressed by EBOV trVLPs. Furthermore, downregulation of STING significantly attenuated VP35-induced IRF3 accumulation in IBs. Coexpression of the viral proteins by which IBs-like structures formed was much more potent in antagonizing IFN-I than expression of the IFN-I antagonist VP35 alone. These results suggested a novel immune evasion mechanism by which EBOV evades host innate immunity. Impact statementEbola virus VP35 protein evades host antiviral immunity by interacting with STING to sequester IRF3 into inclusion bodies and inhibit type-I interferon production.

microbiology↗

bioRxiv2023

Efficient protein tagging and cis-regulatory element engineering via precise and directional oligonucleotide-based targeted insertion in plants

Efficient and precise targeted insertion holds great promise but remains challenging in plant genome editing. An efficient NHEJ-mediated targeted insertion method was recently developed by combining CRISPR-Cas9 with phosphorothioate modified double-stranded oligodeoxynucleotides (dsODNs). Yet this approach often led to imprecise insertions with no control over the insertion direction. In this study, we first quantitatively compared the impact of the chemical protection on efficiency of targeted insertion. With the observation that CRISPR-SpCas9 could frequently induce staggered cleavages with 5' 1-nucleotide overhangs, we then evaluated the impact of the donor end structures on the direction and preciseness of targeted insertions. Our study demonstrated that the chemically protected dsODNs with 5' 1-nt overhangs could significantly improve the precision and direction control of target insertions in all tested CRIPSR targeting sites. Lastly, we applied this method to endogenous gene tagging in Setaria viridis, and cis-regulatory element engineering for disease resistance in rice. Two distinct TAL effector binding elements were directionally inserted into the promoter region of a recessive rice bacterial blight resistance gene at up to 24.4% efficiency. The resulting rice lines with heritable insertions exhibited strong resistance to the infection of Xanthomonas oryzae pv. oryzae pathogen in an inducible and strain-specific manner.

plant biology↗

bioRxiv2023

Contigs directed gene annotation (ConDiGA) for accurate protein sequence database construction in metaproteomics

Microbiota are closely associated to human health and disease. Metaproteomics can provide a direct means to identify microbial proteins in microbiota for compositional and functional characterization. However, in-depth and accurate metaproteomics is still limited due to the extreme complexity and high diversity of microbiota samples. One of the main challenges is constructing a protein sequence database that best fits the microbiota sample. Herein, we proposed an accurate taxonomic annotation pipeline from metagenomic data for deep metaproteomic coverage, namely contigs directed gene annotation (ConDiGA). We mixed 12 known bacterial species to derive a synthetic microbial community to benchmark metagenomic and metaproteomic pipelines. With the optimized taxonomic annotation strategy by ConDiGA, we built a protein sequence database from the metagenomic data for metaproteomic analysis and identified about 12,000 protein groups, which was very close to the result obtained with the reference proteome protein sequence database of the 12 species. We also demonstrated the practicability of the method in real fecal samples, achieved deep proteome coverage of human gut microbiome, and compared the function and taxonomy of gut microbiota at metagenomic level and metaproteomic level. Our study can tackle the current taxonomic annotation reliability problem in metagenomics-derived protein sequence database for metaproteomics. The unique dataset of metagenomic and the metaproteomic data of the 12 bacterial species is publicly available as a standard benchmarking sample for evaluating various analysis pipelines. The code of ConDiGA is open access at GitHub for the analysis of real microbiota samples.

bioinformatics↗