Biology subjects

Luo, D.

Publications and source records attributed to Luo, D..

85 records · Page 5Linked to original sources

bioRxiv2020

Crystal structures of full length DENV4 NS2B-NS3 reveal the dynamic interaction between NS2B and NS3 upon binding to protease inhibitors

Flavivirus is a genus of emerging and re-emerging arboviruses which include many significant human pathogens. Non-structural protein 3 (NS3), a multifunctional protein with N-terminal protease and C-terminal helicase, is essential in viral replication. The NS3 protease together with NS2B cofactor is an attractive antiviral target. A construct with an artificial glycine linker connecting the NS2B cofactor and NS3 protease has been used for structural, biochemical and drug-screening studies. The effect of this linker on dynamics and enzymatic activity of the protease was studied by several biochemical and NMR methods but the findings remained inconclusive. Here, we designed constructs of NS2B cofactor joined to full length DENV4 NS3 in three different manners, namely bNS2B47NS3 (bivalent), eNS2B47NS3(enzymatically cleavable) and gNS2B47NS3 (glycine-rich G4SG4 linker). We report the first crystal structures of linked and unlinked full-length NS2B-NS3 enzyme in its free state and also in complex with Bovine Pancreatic Trypsin Inhibitor (BPTI). These structures demonstrate that the NS2B-NS3 protease mainly adopts a closed conformation. BPTI binding is not essential to but favors the closed conformation by interacting with both NS2B and NS3. The artificial linker between NS2B and NS3 tends to induce the open conformation and interfere with the protease activity. This negative impact on the enzyme structure and function is restricted to the protease domain as the ATPase activities of these constructs are not affected.

biochemistry↗

bioRxiv2019

An integrated Asian human SNV and indel benchmark combining multiple sequencing methods

Precision medicine of human requires an accurate and complete reference variant benchmark for different populations. A human standard cell line of NA12878 provides a good reference for part of the human populations, but it is still lack of a fine reference standard sample and variant benchmark for the Asians. Here, we constructed a stabilized cell line of a Chinese Han volunteer. We received about 4.16T clean data of the sample using eight sequencing strategies in different laboratories, including two BGI regular NGS platforms, three Illumina regular NGS platforms, two linked-read libraries, and PacBio CCS model. The sequencing depth and reference coverage of eight sequencing strategies have reached the saturation. We detected small variants of SNPs and Indels using the eight data sets and obtained eight variant sets by performing a series of strictly quality control. Finally, we got 3.35M SNPs and 349K indels supported by all of sequencing data, which could be considered as a high confidence standard small variant sets for the studies. Besides, we also detected 5,913 high quality SNPs located in the high homologous regions supported by both linked-reads and CCS data benefited by their long-range information, while these regions are recalcitrant to regular NGS data due to the limited mappability and read length. We compared the later SNPs against the public databases and 969 sites of them were novel SNPs, indicating these SNPs provide a vital complement for the variant database. Moreover, we also phased more than 99% heterozygous SNPs also supported by linked-reads and CCS data. This work provided an integrated Asians SNV and indel benchmark for the further basic studies and precision medicine.

genomics↗

bioRxiv2019

Quantifying the RNA cap epitranscriptome reveals novel caps in cellular and viral RNA

Chemical modification of transcripts with 5 caps occurs in all organisms. Here we report a systems-level mass spectrometry-based technique, CapQuant, for quantitative analysis of the cap epitranscriptome in any organism. The method was piloted with 21 canonical caps - m7GpppN, m7GpppNm, GpppN, GpppNm, and m2,2,7GpppG - and 5 \"metabolite\" caps - NAD, FAD, UDP-Glc, UDP-GlcNAc, and dpCoA. Applying CapQuant to RNA from purified dengue virus, Escherichia coli, yeast, mice, and humans, we discovered four new cap structures in humans and mice (FAD, UDP-Glc, UDP-GlcNAc, and m7Gpppm6A), cell- and tissue-specific variations in cap methylation, and surprisingly high proportions of caps lacking 2-O-methylation, such as m7Gpppm6A in mammals and m7GpppA in dengue virus, and we did not detect cap m1A/m1Am in humans. CapQuant accurately captured the preference for purine nucleotides at eukaryotic transcription start sites and the correlation between metabolite levels and metabolite caps. The mystery around cap m1A/m1Am analysis remains unresolved.

systems biology↗

bioRxiv2019

Microstructural plasticity in the bilingual brain

The human brain has been uniquely equipped with the remarkable ability to acquire more than one language, as in bilingual individuals. Previous neuroimaging studies have indicated that learning a second language (L2) induced neuroplasticity at the macrostructural level. In this study, using the quantitative MRI (qMRI) combined with functional MRI (fMRI) techniques, we quantified the microstructural properties and tested whether second language learning modulates the microstructure in the bilingual brain. We found significant microstructural variations related to age of acquisition of second language in the left inferior frontal region and the left fusiform gyrus that are crucial for resolving lexical competition of bilinguals two languages. Early second language acquisition contributes to enhance cortical development at the microstructural level.\n\nSignificant statementThe ability to communicate in two languages is becoming more and more important in the increasingly global community. Does learning a second language (L2) affect the human brain development? At the macrostructural level, there has been neuroimaging evidence revealing neuroplasticity induced by the acquisition of L2. Here, we employed the quantitative MRI technique to investigate the microstructural variations related to L2 learning, and found that age of acquisition of L2, but not its proficiency, is associated with cortical proliferation. Early second language acquisition seems to enhance cortical development at the microstructural level.

neuroscience↗

bioRxiv2019

Computational staining of pathology images to study tumor microenvironment in lung cancer

The spatial organization of different types of cells in tumor tissues reveals important information about the tumor microenvironment (TME). In order to facilitate the study of cellular spatial organization and interactions, we developed a comprehensive nuclei segmentation and classification tool to characterize the TME from standard Hematoxylin and Eosin (H&E)-stained pathology images. This tool can computationally \"stain\" different types of cell nuclei in H&E pathology images to facilitate pathologists in analyzing the TME.\n\nA Mask Regional-Convolutional Neural Network (Mask-RCNN) model was developed to segment the nuclei of tumor, stromal, lymphocyte, macrophage, karyorrhexis and red blood cells in lung adenocarcinoma (ADC). Using this tool, we identified and classified cell nuclei and extracted 48 cell spatial organization-related features that characterize the TME. Using these features, we developed a prognostic model from the National Lung Screening Trial dataset, and independently validated the model in The Cancer Genome Atlas (TCGA) lung ADC dataset, in which the predicted high-risk group showed significantly worse survival than the low-risk group (pv= 0.001), with a hazard ratio of 2.23 [1.37-3.65] after adjusting for clinical variables. Furthermore, the image-derived TME features were significantly correlated with the gene expression of biological pathways. For example, transcription activation of both the T-cell receptor (TCR) and Programmed cell death protein 1 (PD1) pathways was positively correlated with the density of detected lymphocytes in tumor tissues, while expression of the extracellular matrix organization pathway was positively correlated with the density of stromal cells.\n\nThis study developed a deep learning-based analysis tool to dissect the TME from tumor tissue images. Using this tool, we demonstrated that the spatial organization of different cell types is predictive of patient survival and associated with the gene expression of biological pathways. Although developed from the pathology images of lung ADC, this model can be adapted into other types of cancers.

bioinformatics↗

bioRxiv2019

SCINA: Semi-Supervised Analysis of Single Cells in silico

Advances in single-cell RNA sequencing (scRNA-Seq) have allowed for comprehensive analyses of single cell data. However, current analyses of scRNA-Seq data usually start from unsupervised clustering or visualization. These methods ignore the prior knowledge of transcriptomes and of the probable structures of the data. Moreover, cell identification heavily relies on subjective and inaccurate human inspection afterwards. We reversed this paradigm and developed SCINA, a semi-supervised model, for analyses of scRNA-Seq and flow cytometry/CyTOF data, and other data of similar format, by automatically exploiting previously established gene signatures using an expectation-maximization (EM) algorithm. We applied SCINA on a wide range of datasets, and showed its accuracy, stableness and efficiency exceeded most popular unsupervised approaches. Notably, SCINA discovered an intermediate stage of oligodendrocyte from mouse brain scRNA-Seq data. SCINA also detected immune cell population shifting in Stk4 knock-out mouse cytometry data. Finally, SCINA identified a new kidney tumor clade with similarity to FH-deficient tumors from bulk tumor data. Overall, SCINA provides both methodological advances and biological insights from perspectives different from traditional analytical methods.

bioinformatics↗

bioRxiv2018

Oxytocin involves in chronic stress-evoked melanoma metastasis via β-arrestin 2 mediated-pathways

Stress is associated with an increased risk of lung metastasis in melanoma. However, the underlying mechanism is elusive. Oxytocin (OXT), a neurohormone produced by the hypothalamus, plays a vital role in laboring induction and lactation. Emerging evidence suggests that OXT also regulates human emotions, social cognition, social behaviors and stress-related disorders. Here, we reported that a significant up-regulation of oxytocin receptors (OXTRs) was observed in malignant melanoma. The activation of oxytocin receptors (OXTRs) dramatically promoted migration, invasion and angiogenesis but not the proliferation of melanoma cells in vitro and in vivo via {beta}-arrestin 2-dependent ERK-VEGF/ MMP-2 pathway. Next, chronic restraint stress significantly elevated the plasma level of OXT. Notably, 21 days chronic restraint stress facilitated lung metastasis of melanoma and reduced overall survival in mice, which were largely abrogated by knocking down either OXTR or {beta}-arrestin 2. These findings provide evidence that chronic stress hormone-OXT promotes lung metastasis of melanoma via a {beta}-arrestin 2-dependent mechanism and suggest that OXT, a novel pro-metastasis factor, is a potential therapeutic target for melanoma.\n\nImportance of the StudyOxytocin, a neuropeptide produced in the hypothalamus that is involved in lactation and parturition, play a vital role in chronic stress-evoked melanoma metastasis via {beta}-arrestin 2-mediated ERK signaling pathway, which provides a potential therapeutic target for melanoma.

cancer biology↗

bioRxiv2018

Seedling leaves allocate lower fractions of nitrogen to photosynthetic apparatus in nitrogen fixing trees (Dalbergia odorifera and Erythrophleum fordii) than in non-nitrogen fixing trees (Betula alnoides and Castanopsis hystrix) in subtropical China

Photosynthetic-nitrogen use efficiency (PNUE) is a useful trait to characterize leaf economics, physiology, and strategy. In this study, we investigated the differences in PNUE, leaf nitrogen (N) allocation, and mesophyll conductance (gm) in Dalbergia odorifera and Erythrophleum fordii (N-fixing trees), and Betula alnoides and Castanopsis hystrix (non-N-fixing trees). Seedlings of the four species were cultured in pots and received the same nutrient solution, water volume, and light. LiCor-6400 was used to determine fluorescence yield, photosynthetic response to light, and intercellular CO2 concentration (Ci). N allocation fractions in the photosynthetic apparatus were calculated according to Niinemets and Tenhunen method; gm was calculated according to variable J, EDO, and A-Ci curve fitting methods. PNUE of D. odorifera and E. fordii were significantly lower than those of B. alnoides and C. hystrix because of their allocation of a lower fraction of leaf N to Rubisco (PR) and bioenergetics (PB). Mesophyll conductance had a significant positive correlation with PNUE in D. odorifera, E. fordii, and B. alnoides. The fraction of leaf N to cell wall (PCW) had a significant negative correlation with PR in B. alnoides and C. hystrix. We conclude that B. alnoides and C. hystrix optimized their leaf N allocation toward photosynthesis, with the trade-off being N allocation to the cell wall and Rubisco. Thus, these two species may have a higher competitive ability in natural ecosystems with fertile soil.

ecology↗

bioRxiv2018

Combination of Dynamic Turbidimetry and Tube Agglutination to Identify Procoagulant Genes by Transposon Mutagenesis in Staphylococcus aureus

Agglutinating function is responsible for an important pathogenic pattern in S.aureus. Although the mechanism of aggregation has been widely studied since S.aureus has been found, the agglutinating detailed process remains largely unknown. Here, we screened a transposon mutant library of Newman strain using tube agglutination and dynamic turbidmetry test and identified 8 genes whose insertion mutations lead to a decrease in plasma agglomerate ability. These partial candidate genes were further confirmed by gene knockout and gene complement as well as RT-PCR techniques. these insertion mutants, including NWMN_0166, NWMN_0674, NWMN_0756, NWMN_0952, NWMN_1282, NWMN_1228, NWMN_1345 and NWMN_1319, which mapped into coagulase, clumping factor A, oxidative phosphorylation, energy metabolism, protein synthesis and regulatory system, suggesting that these genes may play an important role in aggregating ability. The newly constructed knockout strains of coa, cydA and their complemented strains were also tested aggregating ability. The result of plasma agglutination was consistent between coa knockout strain and coa mutant strain, meanwhile, cydA complement strain didnt restored its function. Further studies need to confirm these results. These findings provide novel insights into the mechanisms of aggregating ability and offer new targets for development of drugs in S.aureus.

microbiology↗

bioRxiv2018

Lung Cancer Explorer (LCE): an open web portal to explore gene expression and clinical associations in lung cancer

We constructed a lung cancer-specific database housing expression data and clinical data from over 6,700 patients in 56 studies. Expression data from 23 \"whole-genome\" based platforms were carefully processed and quality controlled, whereas clinical data were standardized and rigorously curated. Empowered by this lung cancer database, we created an open access web resource - the Lung Cancer Explorer (LCE), which enables researchers and clinicians to explore these data and perform analyses. Users can perform meta-analyses on LCE to gain a quick overview of the results on tumor vs normal differential gene expression and expression-survival association. Individual dataset-based survival analysis, comparative analysis, and correlation analysis are also provided with flexible options to allow for customized analyses from the user.

cancer biology↗

bioRxiv2018

The plasma miR-122 basal levels respond to circulating catecholamine in rats

miR-122 in circulation is a promising non-invasive biomarker as a replacement or supplement of current serum biomarkers for liver injuries. But the concept was questioned by recent studies, mainly due to its release from hepatocytes in absence of overt cellular injuries. In this study, we reported that the hepatic metabolism of circulating catecholamines resulted in the release of hepatocyte-specific miR-122. Acute stress-induced hepatocellular deformation was histopathologically different from drug-induced liver injury with significant increases of plasma miR-122 levels. The basal levels of human plasma miR-122 could be significantly altered by emotional responses. Interday variances of plasma miR-122 measurements were reduced effectively by stress-relief measures. The metabolism of basal circulating norepinephrine and epinephrine in liver might contribute to the basal levels of plasma miRNAs expressed in hepatocytes.

molecular biology↗

bioRxiv2017

SWEET11 and 15 as key players in seed filling in rice

SummaryO_LIDespite the relevance of seed filling mechanisms for crop yield, we still have only a rudimentary understanding of the pathways and transport processes for supplying the caryopsis with sugars. We hypothesized that the recently identified SWEET sucrose transporters may play important roles in nutrient import pathways in the rice caryopsis.\nC_LIO_LIWe used a combination of mRNA quantification, histochemical analyses, translational promoter-reporter fusions and analysis of knock out mutants created by genomic editing to evaluate the contribution of SWEET transporters to seed filling.\nC_LIO_LIIn rice caryopses, SWEET11 and 15 had the highest mRNA levels and proteins localized to four key sites: the nucellus proper at early stages, the nucellar projection close to the dorsal vein, the nucellar epidermis that surrounds the endosperm, and the aleurone. ossweet11;15 double knock-out lines accumulated starch in the pericarp while caryopses did not contain a functional endosperm.\nC_LIO_LIJointly, SWEET11 and 15 show all hallmarks of being responsible for seed filling with sucrose efflux function at the nucellar projection and transfer across the nucellar epidermis/aleurone interface, delineating two major steps for apoplasmic seed filling, observations that are discussed in relation to observations made in rice and barely on the relative prevalence of these two potential import routes.\nC_LI

plant biology↗

bioRxiv2017

Endophyte Chaetomium globosum D38 and its elicitors promote tanshinones accumulation of Salvia miltiorrhiza

Due to the low yield of tanshinones and their analogues in Salvia miltiorrhiza, there are all kinds of stimulation strategies having been applied to improve tanshinones output in plant tissue cultures. Endophytic fungi have formed various different relationships with their host plants withstanding host and environmental factors, including symbiotic, mutualistic, commensalistic, and parasitic. Thus we take the assumption that endophytic fungi may be an emerging microbial tool used to promote secondary metabolism, which will promote the production of active compounds through endophyte-based biology method. Our study therefore aimed to examine the effects of live endophytic fungus Chaetomium globosum D38 and its elicitors on the accumulation of tanshinones in hairy root cultures of Salvia miltiorrhiza. C. globosum D38 mainly colonized in the intercellular gap of xylem parenchyma cells of S. miltiorrhiza hairy root, during long term co-existence without any toxicity against S. miltiorrhiza hairy root. Moreover, both of the live fungus and its mycelia extracts could induce the production of tanshinones, in special dihydrotanshinone I and cryptotanshinone. The effects of mycelia extracts were much stronger than that of the live fungus on tanshinones synthesis, which increased the transcriptional activity of genes with repect to tanshinone biosynthetic pathway obviously. Our results indicated that both of the live C. globosum D38 and its mycelia extracts could be utilized for tanshinones accumulation in S. miltiorrhiza hairy root. Whats more, D38 also could be made into biotic fertilizer applying into S.miltiorrhiza seddlings, which not only promoted host growth but the tanshinones and phenylpropionic acid accumulation. In the soil environment, D38 had formed bitrophic and mutual beneficial relationship with the host and enhanced the primary metabolism on the whole so as to have facilitative effects on phenylpropionic acid accumulation. To sum up, Chaetomium globosum D38 was a highly effective endophytic fungus for S. miltiorrhiza.

developmental biology↗