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Qiao, J.

Publications and source records attributed to Qiao, J..

At least 37 records · Page 2Linked to original sources

Molecular basis of vitamin K-dependent protein γ-glutamyl carboxylation

Gamma-glutamyl carboxylase (GGCX) in human is the sole enzyme responsible for catalyzing the carboxylation of glutamate (Glu) to {gamma}-carboxyglutamate (Gla), a process that relies on the deprotonation of reduced vitamin K. This post-translational modification of vitamin K-dependent proteins (VKDPs) plays a pivotal role in numerous biological processes. Mutations in GGCX are responsible for multiple clinical phenotypes; however, the molecular mechanisms of GGCX activity and its pathology remain poorly understood. In this study, we reported the cryo-electron microscopy (cryo-EM) structures of GGCX bound with the either FIX or FX, two VKDPs and vitamin K, and employed the biochemical and cellular assays as well as molecular dynamics simulations to elucidate its dual-catalytic properties. The enzyme comprises a transmembrane domain that anchors the vitamin K-binding site, along with an ER luminal domain that facilitates binding of coagulation factor IX (FIX) at the exosite. The catalytic center orchestrates the oxidation of vitamin K and the carboxylation of Glu residues through a Cap-H2 coupling mechanism, along where disease-associated mutations in GGCX are predominantly clustered. These findings offer a comprehensive molecular framework for understanding the allosteric regulation of GGCXs dual enzymatic activities and provide valuable insights for developing strategies to monitor and therapeutically target vitamin K metabolism in related diseases.

biochemistry↗

Genetic deconvolution of embryonic and maternal cell-free DNA in spent culture medium of human preimplantation embryos through deep learning

Noninvasive preimplantation genetic testing for aneuploidy based on embryonic cell-free DNA (cfDNA) released in spent embryo culture media (SECM) has brought hope in selecting embryos that are most likely to implant and grow into healthy babies during assisted reproduction. However, maternal DNA contamination in SECM significantly hampers the reliability of embryonic chromosome ploidy profiles, leading to false negative results, particularly at high contamination levels. Here, we present DECENT (deep copy number variation (CNV) reconstruction), a deep learning method to reconstruct embryonic CNVs and mitigate maternal contamination in SECM from single-cell methylation sequencing of cfDNA. DECENT integrates sequence features and methylation patterns by combining convolution modules, long-short memory, and attention mechanisms to infer the origin of cfDNA reads. The benchmarking study demonstrated DECENTs ability to estimate contamination proportions and restore embryonic chromosome aneuploidies in samples with varying contamination levels. In contaminated SECM clinical samples, including one with more than 80% maternal reads, DECENT achieved consistent CNV recovery with invasive tests. Overall, DECENT contributes to enhancing the diagnostic accuracy and effectiveness of cfDNA-based noninvasive preimplantation genetic testing, establishing a robust groundwork for its extensive clinical utilization in the field of reproductive medicine.

genetics↗

PlateletBase: A Comprehensive Knowledgebase for Platelet Research and Disease Insights

Platelets are vital in many pathophysiological processes, yet there is a lack of a comprehensive resource dedicated specifically to platelet research. To fill this gap, we have developed PlateletBase, a knowledge base aimed at enhancing the understanding and study of platelets and related diseases. Our team retrieved information from various public databases, specifically extracting and analyzing RNA-seq data from 3,711 samples across 41 different conditions available on NCBI. PlateletBase offers six analytical and visualization tools, enabling users to perform gene similarity analysis, pair correlation, multi-correlation, expression ranking, clinical information association, and gene annotation for platelets. The current version of PlateletBase includes 10,278 genomic entries, 31,758 transcriptomic entries, 4,869 proteomic entries, 2,614 omics knowledge entries, 1,833 drugs, 97 platelet resources, 438 diseases/traits, and six analysis modules. Each entry has been carefully curated and supported by experimental evidence. Additionally, PlateletBase features a user-friendly interface designed for efficient querying, manipulation, browsing, visualization, and analysis of detailed platelet protein and gene information. Case study results, such as those from gray platelet syndrome and angina pectoris, demonstrate that this tool can aid in identifying diagnostic biomarkers and exploring disease mechanisms, significantly advancing research in platelet functionality and its applications. PlateletBase is accessible at http://plateletbase.clinlabomics.org.cn/.

bioinformatics↗

Ybx1 guides C/EBPα and cBAF chromatin-remodeling complex to promote adipogenic gene expression in steatotic hepatocytes

Excessive lipid accumulation by hepatocytes underlies the pathogenesis of metabolic-dysfunction associated steatotic liver disease (MASLD) and metabolic-dysfunction associated steatohepatitis (MASH) from the earliest stages of the disease. How liver cells regulate the commitment to storing large volumes of fat despite resulting tissue damage is not well understood. Here, we show Y box-binding protein 1 (Ybx1) is necessary for ectopic activation of an adipocyte-specific gene expression module that potentiates lipid accumulation in hepatocytes. Diet-induced obese (DIO) mice, with liver-specific depletion of Ybx1 (Ybx1LKO), are resistant to MASLD without becoming hyperlipidemic. Ybx1LKO livers exhibit upregulation of hepatocyte markers, like urea processing enzyme carbamoyl phosphate synthetase I (Cps1), and downregulation of adipocyte markers known to be transcriptionally regulated by peroxisome proliferator-activated receptor gamma (PPAR{gamma}). In nuclei of DIO mice, YBX1 interacts with CCAAT-enhancer-binding proteins alpha (C/EBP) and the canonical BRG1/BRM-associated factor complex (cBAF); and C/EBP is required for Ybx1-dependent PPAR{gamma} expression in cultured liver cells. The chromatin binding pattern of YBX1 from DIO mouse liver overlaps with those of C/EBP and cBAF at key adipogenic loci including Pparg and Cfd. However, most YBX1-DNA binding occurs on C/EBP-cBAF-depleted stretches located on chromosomes 16, 18, and 19, spanning up to five Mb, and overlapping regions which are inaccessible in differentiating preadipocytes, thereby bounding activational C/EBP-cBAF complex-DNA interactions. Moreover, YBX1 expression is increased up to nine-fold in the livers of obese patients with MASLD-MASH compared to healthy obese controls; and adipocyte-specific genes, upregulated by Ybx1, are also upregulated in human MASLD-MASH. Overall, our study uncovers Ybx1 as a critical epigenetic regulator in liver and potential therapeutic target for treatment of MASLD and MASH.

developmental biology↗

Precise amplification-free detection of highly structured RNA with an enhanced SCas12a assay

The CRISPR/Cas12a system has revolutionized molecular diagnostics; however, its application in directly detecting complex structured RNA remains challenging. Recently, we have developed a RNA detection method called SCas12a, which exhibits high sensitivity and efficiency in detecting RNA molecules devoid of intricate secondary structures. Here, we present an enhanced SCas12a assay (SCas12aV2) that facilitates precise amplification-free detection of highly structured RNA molecules. Our approach reengineers the split Cas12a system by optimizing the scaffold RNA length and targeting asymmetric RNA structures, thereby minimizing steric hindrance. We observe that utilization of a dsDNA-ssDNA hybrid DNA activator significantly enhances both the sensitivity and kinetics compared to those achieved using traditional ssDNA or dsDNA activators. The SCas12aV2 assay demonstrates exceptional sensitivity, with a limit of detection reaching 246 aM for pooled activators and 10 pM for single-site targeting. It also exhibits high specificity for single nucleotide polymorphisms (SNPs) and successfully identifies viable bacterial populations and SARS-CoV-2 infections from clinical samples. The assays versatility is further highlighted by its applicability to various Cas12a orthologs, including the thermostable CtCas12a. This work offers a significant advance in molecular diagnostics, enhancing the potential for accurate and efficient RNA detection.

molecular biology↗

Raman flow cytometry using time delay integration

Raman flow cytometry offers chemically sensitive, label-free measurement of cells and particles; however, the technique suffers from low cell throughput due to the weak Raman signal. Here, we demonstrate the use of time-delay integration to achieve Raman flow cytometry combined with dual-sided line illumination. The use of line illumination from both sides of the cell flow capillary kept the cell stream in the detection area by balancing optical force from the illumination lines. The time-delay integration allowed accumulation of Raman signals from flowing cells without sacrificing the spectrum readout rate. With the developed system, we achieved Raman flow cytometry at throughputs of 32 and 75 events per second for cell and particle detection, respectively. We applied the technique for analyzing lipid uptake in HepG2 cells and degranulation in bone marrow-derived murine mast cells.

biophysics↗

Haplotype-resolved assemblies provide insights into genomic makeup of the oldest grapevine cultivar (Munage) in Xingjiang

AbstractsMunage, an ancient grape variety that has been cultivated for thousands of years in Xinjiang, China, is recognized for its exceptional fruit traits. There are two main types of Munage: white fruit (WM) and red fruit (RM). However, the lack of a high-quality genomic resources has impeded effective breeding and restricted the potential for expanding these varieties to other growing regions. In this study, we assembled haplotype-resolved genome assemblies for WM and RM, alongside integrated whole genome resequencing (WGS) data and transcriptome data to illuminate specific mutations and associated genes in Munake and the genes associated with fruit color traits. Selective analysis between Munage clones and Eurasian grapes suggested that adaptive selection exists in Munage grapes, with genes enriched in processes including cell maturation, plant epidermal cell differentiation, and root epidermal cell differentiation. The study examined the mutations within Munage grapes and found that the genes PMAT2 on chromosome 12 and MYB123 on chromosome 13 are likely responsible for color variation in RM. These findings provide crucial genetic resources for investigating the genetics of the ancient Chinese grape variety, Munage, and will facilitate the genetic improvement in grapevine.

genomics↗

Gut Commensal Bacteria-Derived Methionine is Required for Host Reproduction by Modulating RNA m6A Methylation of the Insulin Receptor

Gut commensal bacteria promote host reproduction by modulating metabolism and nutrition, yet the molecular mechanisms by which microbes modulate reproduction remain unclear. Here, we show that gut commensal bacteria promote host reproduction by providing amino-acid methionine, which controls the RNA m6A modification level of insulin receptor (InR) in the ovary of the invasive insect Bactrocera dorsalis. RNA m6A levels and S-adenosyl-methionine (SAM) titers in the ovaries were sharply reduced in antibiotic treated B. dorsalis compared with untreated insects, resulting in arrested ovarian development and decreased fecundity. The intestinal commensal bacteria Enterobacter hormaechei or the E. hormaechei-derived metabolite methionine restored the decreased RNA m6A level and the reproductive defects. Notably, knockdown of METTL3 and METTL14, two genes encoding the RNA m6A methyltransferases, led to a decrease in the mRNA level of InR and underdevelopment of ovaries in B. dorsalis, and blocked the promoting effect of methionine on ovarian development and fecundity. Collectively, our study identifies an unrecognized role of RNA m6A methylation modification that underlies microbial control of host reproduction. Our findings further expand the functional landscape of m6A modification to include nutrient-dependent control of ovarian development and highlight the essential role of epigenetic regulation in microbe-host interactions.

microbiology↗

Maternal total sleep deprivation causes oxidative stress and mitochondrial dysfunction in oocytes associated with fertility decline in mice

Previous studies have shown sleep deprivation has an impact on several aspects of health and disease. Sleep deprivation suppresses melatonin production and excessive HPA activation in women, which may reduce the chances of fertility. However, little is known about how and by what relevant mechanisms it affects female fertility. In this study, female mice underwent 72 hours of total sleep deprivation (TSD) caused by rotating wheel or 2 different controls: a stationary wheel, or forced movement at night. Even though, there was no evident anomaly of natural ovulation, the TSD female mice showed impaired early embryo development . Overall levels of estrogen and FSH were lower throughout the estrus cycle (especially in proestrus). RNA Sequencing (RNA-Seq) was used to discover differentially expressed genes (DEGs) that might be involved in oocyte quality after TSD. A total of 42 genes showed significant differential expression in GV oocytes after TSD. These included genes such as Usmg5, Atp5k, Ccnd2 and Tpm3, which were enriched in gene ontology terms of mitochondrial protein complex, oxidoreductase activity, cell division, cell cycle G1/S phase transition, as well as others. The increased concentrations of reactive oxygen species (ROS) in germinal vesicle (GV) and metaphase II (MII) oocytes from TSD mice were observed, which might be induced by impaired mitochondrial function caused by TSD. The GV oocytes displayed increased mitochondrial DNA (mtDNA) copy number and a significant transient increase in inner mitochondrial membrane potential ({bigtriangleup}{psi}m) from the TSD mice probably due to compensatory effect. In contrast, MII oocytes in the TSD group showed a decrease in the mtDNA copy number and a lower {bigtriangleup} {psi}m compared with the controls. Furthermore, abnormal distribution of mitochondria in the GV and MII oocytes was also observed in TSD mice, suggesting mitochondrial dysfunction. In addition, abnormal spindle and abnormal arrangement of chromosomes in MII oocytes were markedly increased in the TSD mice compared with the control mice. In conclusion, our results suggest that TSD significantly alters the oocyte transcriptome, contributing to oxidative stress and disrupted mitochondrial function, which then resulted in oocyte defects and impaired early embryo development in female mice.

developmental biology↗

SEIR: a novel multi-locus GWAS method that provides higher statistical power for fast identifying variant-phenotype associations

Multi-locus genome-wide association study (GWAS) methods have considered the joint effects of multiple variants to more accurately unravel the genetic basis of complex traits. Here, we developed a novel multi-locus GWAS method named Selector-Embedded Iterative Regression (SEIR), which integrates the embedded selector with fast single-marker scanning in an iterative manner. SEIR has excellent adaptability and flexibility under various genetic architectures for qualitative and quantitative traits. Reliability of SEIR was experimentally supported by integrating GWAS with 3D epigenomics in a real trait. Conclusively, SEIR exhibits higher statistical power for fast identifying putative variants compared to other single- and multi-locus methods.

genetics↗

N-acetyltransferase 10-mediated mRNA N4-acetylation is Essential for the Translational Regulation During Oocyte Meiotic Maturation in Mice

Mammalian oocyte maturation is driven by the strict translational regulation of maternal mRNAs stored in the cytoplasm. However, the function and mechanism of post-transcriptional chemical modifications, especially the newly identified N4-acetylcytidine (ac4C) modification catalyzed by N-acetyltransferase 10 (NAT10), are unknown. In this study, we developed a low-input ac4C sequencing technology, ac4C LACE-seq, and mapped 8241 ac4C peaks at the whole-transcriptome level using 50 mouse oocytes at the germinal vesicle stage. We profiled the mRNA landscapes of NAT10-interactions and ac4C modifications. The NAT10-interacted and ac4C-modified transcripts are associated with high translation efficiency in oocytes. Oocyte-specific Nat10 knockout wiped out ac4C signals in oocytes and caused severe defects in meiotic maturation and female infertility. ac4C LACE-seq results indicated that Nat10 deletion led to a failure of ac4C deposition on mRNAs encoding key maternal factors, such as MSY2, ZAR1, BTG4, and cyclin B1, which regulate transcriptome stability and maternal-to-zygotic transition. Nat10-deleted oocytes showed decreased mRNA translation efficiency during meiotic maturation, partially due to the direct inhibition of ac4C sites on specific transcripts. In summary, we developed a low-input, high-sensitivity mRNA ac4C profiling approach and highlighted the important physiological function of ac4C in the precise regulation of oocyte meiotic maturation by enhancing translation efficiency.

developmental biology↗

A split crRNA with CRISPR-Cas12a enables highly sensitive, selective, and multiplexed detection of RNA and DNA

The complete 40-nt CRISPR RNA (crRNA) of Cas12a can be artificially divided into two parts, including the 20-nt scaffold RNA with fixed sequences and the 20-nt spacer RNA with variable sequences, respectively. Herein, we found that Cas12a protein, scaffold RNA, and spacer RNA can be reassembled into an active ribonucleoprotein (RNP) which has a trans-cleavage activity comparable to that of wild-type Cas12a RNP. By leveraging such split CRISPR-Cas12a system (SCas12a), we devised fast fluorescence and lateral flow assays for highly sensitive, selective, and multiplexed detection of miRNAs without the need for reverse transcription and pre-amplification, achieving a limit of detection (LoD) of 10 fM. Additionally, our SCas12a assay enables detecting long-stranded RNA without secondary structure, as well as distinguishing mature miRNA from its precursor (pre-miRNA) that comprises the same sequence of miRNA. Beyond RNA detection, SCas12a outperforms wild-type Cas12a in specificity towards DNA point mutations. In combination with recombinase polymerase amplification (RPA), we set up a one-pot assay to detect attomolar concentrations of human papillomavirus (HPV) in patient samples. In conclusion, this work provides a simple, cost-effective, yet powerful SCas12a-based rapid nucleic acid detection platform in various diagnostic settings. Significance StatementConventional Cas12a-based diagnostic methods cannot directly detect RNA targets. Here, we develop rapid fluorescence and lateral flow assays based on a split Cas12a system (called SCas12a), achieving amplification-free detection of RNA with high sensitivity and specificity. By supplying pooled activators, our method enables multiplexed detection of miRNA and DNA targets. In addition, SCas12a can discriminate mature miRNA from its pre-miRNA, which was achieved for the first time with CRISPR detection technology. Moreover, SCas12a outperforms wild-type Cas12a in specificity towards point mutation and can be combined with RPA to detect attomolar concentration of HPV in patient samples. Overall, this work offers a generic "split crRNA-activator" strategy for developing new CRISPR diagnostic tools.

biochemistry↗

Pan-genome of pear provides insights into the differentiation of fruit quality traits between Asian and European pears

The pear (Pyrus spp.) is a remarkable fruit, well known for its diverse flavors, textures, culinary versatility, and global horticultural importance. However, the genetic diversity responsible for its extensive phenotypic variations remains largely unexplored. Here, we de novo assembled and annotated the genomes of the maternal (PsbM) and paternal (PsbF) lines of the hybrid Yuluxiang pear and constructed the first pear pangenome of 1.15Gb by combining these two genomes with five previously published pear genomes. Using the constructed pangenome, we identified 21,224 gene PAVs and 1,158,812 SNPs in the non-reference genome that were absent in the PsbM reference genome. Compared with SNP markers, we found that PAV-based analysis provides additional insights into the pear population structure. In addition, we also revealed that some genes associated with pear fruit quality traits have differential occurrence frequencies and differential gene expression between Asian and European populations. Moreover, our analysis of the pear pangenome revealed a mutated SNP and an insertion in the promoter region of the gene PsbMGH3.1 potentially enhances sepal shedding in Xuehuali which is vital for pear quality. This research helps further capture the genetic diversity of pear populations and provides valuable genomic resources for accelerating pear breeding.

genomics↗

GametesOmics: A Comprehensive Multi-Omics Database for Exploring the Gametogenesis in Humans and Mice

Gametogenesis plays an important role in the reproduction and evolution of species. The transcriptomic and epigenetic alterations in this process can influence the reproductive capacity, fertilization, and embryonic development. The rapidly increasing single-cell studies have provided valuable multi-omics resources. However, data from different layers and sequencing platforms have not been uniformed and integrated, which greatly limits their use for exploring the molecular mechanisms that underlie oogenesis and spermatogenesis. Here, we developed GametesOmics, a comprehensive database that integrated the data of gene expression, DNA methylation, and chromatin accessibility during oogenesis and spermatogenesis in humans and mice. GametesOmics provides a user-friendly website and various tools, including Search and Advanced Search for querying the expression and epigenetic modification of each gene; Analysis Tools with Differentially Expressed Gene (DEG) analysis for identifying DEGs, Correlation analysis for demonstrating the genetic and epigenetic changes, Visualization for displaying single-cell cluster and screening marker genes as well as master transcription factors (TFs), and MethylView for studying the genomic distribution of epigenetic modifications. GametesOmics also provides Genome Browser and Orthologs for tracking and comparing gene expression, DNA methylations, as well as chromatin accessibilities between humans and mice. GametesOmics offers a comprehensive resource for biologists and clinicians to decipher the cell fate transition in germ cell development, and can be accessed at http://gametesomics.cn/.

bioinformatics↗

Spatially-resolved single-cell atlas of ascidian endostyle provides insights into the origin of vertebrate pharyngeal organs

The pharynx is an endoderm innovation in deuterostome ancestors, the vertebrate descendent structure of which is a pharyngeal developmental organizer involving multi-germ layer and organ derivatives. However, the evolutionary origination of complicated pharynx organs in vertebrates is still largely unknown. Endostyle, a transitional pharyngeal organ exclusively in basal chordates provides an opportunity to reveal the origin of pharyngeal organs. Here, utilizing cutting-edged Stereo-seq and single-cell RNA-seq, we constructed the first spatially-resolved single-cell atlas in the endostyle of urochordate ascidian Styela clava, where the spatial location of Stereo-seq and high capture efficiency of single-cell RNA-seq complement each other and identified 23 highly differentiated cell types. We identified a previously overlooked hemolymphoid region (HLR), which harbors immune and blood cell clusters with enriched stemness capacities, illuminating a mixed rudiment and stem-cell niches for the blood and lymphoid system. More excitingly, we discovered a mechanical-sensitive hair cell candidate in zone 3 homologous to vertebrate acoustico-lateralis system, which was supported by the expression of in situ hybridization-verified inner ear-specific markers, including PTPRQ, USH2A, WHRN, and ADGRV1, ultracellular structure evidence and cross-species comparison. These results thoroughly renewed the comprehension of the basal-chordate pharynx and provides expressional evidence for multiplexed pharyngeal organ evolution.

evolutionary biology↗

Submitochondrial Protein Translocation Upon Stress Inhibits Thermogenic Energy Expenditure

Mitochondria-rich brown adipocytes dissipate cellular energy as heat. Excessive nutrition or prolonged cold exposure suppress thermogenesis, but the mechanisms remain incompletely understood. Here we report that excessive cold or metabolic stress-induced proton leak into the matrix interface of mitochondrial innermembrane (IM) mobilizes 73 proteins from IM into matrix, which in turn alter mitochondrial bioenergetics. Interactome analysis indicates that key subunits of the electron transport chain and the mitochondrial calcium uniporter provide histidine-rich IM docking sites for 40 translocating proteins via pH-dependent protein-protein interactions. We further determine that 34% of translocating proteins correlate with obesity in human subcutaneous adipose tissue among which the top factor, acyl-CoA thioesterase 9 (ACOT9), enzymatically deactivates and prevents the utilization of acetyl-CoA in thermogenesis and promotes obesity. Overall, this study introduces stress-induced submitochondrial protein translocation as a new mitochondrial mechanism. One-Sentence SummaryMitochondrial stress regulates energy utilization by forcing translocation of IM-bound proteins into the matrix.

molecular biology↗

Structure of a fungal 1,3-β-glucan synthase

1,3-{beta}-Glucan is the major component of the fungal cell wall and is synthesized by 1,3-{beta}-glucan synthase located in the plasma membrane, which is a molecular target of anti-fungal drugs echinocandins and the triterpenoid ibrexafungerp. In this study, we report the 3.0-[A] resolution cryo-EM structure of Saccharomyces cerevisiae 1,3-{beta}-glucan synthase, Fks1. The structure reveals a central catalytic region adopting a cellulose synthase fold with a cytosolic conserved GT-A type glycosyltransferase domain and a closed transmembrane glucan-transporting channel. We found that two extracellular disulfide bonds are crucial for Fks1 enzymatic activity. Structural comparison between Fks1 and cellulose synthases and structure-guided mutagenesis studies provided novel insights into the molecular mechanisms of the fungal 1,3-{beta}-glucan synthase.

biophysics↗

Incremental improvements in tractometry-based brain-age modeling with deep learning

Multivariate measurements of human brain white matter (WM) with diffusion MRI (dMRI) provide information about the role of WM in a variety of cognitive functions and in brain health. Statistical models take advantage of the regularities in these data to make inferences about individual differences. For example, dMRI data provide the basis for accurate brain-age models - models that predict the chronological age of participants from WM tissue properties. Deep learning (DL) models are powerful machine learning models, which have been shown to provide benefits in many multivariate analysis settings. We investigated whether DL would provide substantial improvements for brain-age models based on dMRI measurements of WM in a large sample of children and adolescents. We found that some DL models fit the data better than a linear baseline, but the differences are small. In particular, recurrent neural network architectures provide up to [~]6% improvement in accuracy. This suggests that information about WM development is mostly accessible with linear models, and does not require the additional invariance and non-linearity offered by DL models. However, in some applications this incremental improvement may prove critical. We provide open-source software that fits DL models to dMRI data (https://yeatmanlab.github.io/AFQ-Insight).

neuroscience↗