Biology subjects

Lin, C.-Y.

Publications and source records attributed to Lin, C.-Y..

51 records · Page 3Linked to original sources

bioRxiv2021

Discovering Novel Antimicrobial Peptides in Generative Adversarial Network

Due to the growing number of clinical antibiotic resistance cases in recent years, novel antimicrobial peptides (AMPs) can become ideal for next-generation antibiotics. This study trained a deep convolutional generative adversarial network (GAN) with known AMPs to generate novel AMP candidates. The quality of the GAN-designed peptides was evaluated in silico, and eight of them named GAN-pep 1[~]8 were chosen to be synthesized for further experiments. Disk diffusion testing and minimum inhibitory concentration (MIC) determination were used to determine the antibacterial effects of the synthesized GAN-designed peptides. Seven out of the eight synthesized GAN-designed peptides showed antibacterial activities. Additionally, GAN-pep 3 and GAN-pep 8 had a broad spectrum of antibacterial effects. Both of them were also effective against antibiotic-resistant bacteria strains such as methicillin-resistant Staphylococcus aureus (S. aureus) and carbapenem-resistant Pseudomonas aeruginosa (P. aeruginosa). GAN-pep 3, the most promising GAN-designed peptide candidate, had low MICs against all the tested bacteria.

microbiology↗

bioRxiv2021

Thymic macrophages consist of two populations with distinct localization and origin

Tissue-resident macrophages are essential to protect from pathogen invasion and maintain organ homeostasis. The ability of thymic macrophages to engulf apoptotic thymocytes is well appreciated, but little is known about their ontogeny, maintenance, and diversity. Here, we characterized the surface phenotype and transcriptional profile of these cells and defined their expression signature. Thymic macrophages were most closely related to spleen red pulp macrophages and Kupffer cells and shared the expression of the transcription factor SpiC with these cells. Single-cell RNA sequencing showed that the macrophages in the adult thymus are composed of two populations distinguished by the expression of Timd4 and Cx3cr1. Remarkably, Timd4+ cells were located in the cortex, while Cx3cr1+ macrophages were restricted to the medulla and the cortico-medullary junction. Using shield chimeras, transplantation of embryonic thymuses, and genetic fate mapping, we found that the two populations have distinct origins. Timd4+ thymic macrophages are of embryonic origin, while Cx3cr1+ macrophages are derived from adult hematopoietic stem cells. Aging has a profound effect on the macrophages in the thymus. Timd4+ cells underwent gradual attrition, while Cx3cr1+ cells slowly accumulated with age and, in older mice, were the dominant macrophage population in the thymus. Altogether, our work defines the phenotype, origin, and diversity of thymic macrophages.

immunology↗

bioRxiv2021

Donor Macrophages Modulate Rejection after Heart Transplantation

BackgroundCellular rejection after heart transplantation imparts significant morbidity and mortality. Current immunosuppressive strategies are imperfect, target recipient T-cells, and have a multitude of adverse effects. The innate immune response plays an essential role in the recruitment and activation of T-cells. Targeting the donor innate immune response would represent the earliest interventional opportunity within the immune response cascade. There is limited knowledge regarding donor immune cell types and functions in the setting of cardiac transplantation and no current therapeutics exist for targeting these cell populations. MethodsUsing genetic lineage tracing, cell ablation, and conditional gene deletion, we examined donor mononuclear phagocyte diversity and function during acute cellular rejection of transplanted hearts in mice. We performed single cell RNA sequencing on donor and recipient macrophages, dendritic cells, and monocytes at multiple timepoints after transplantation. Based on our single cell RNA sequencing data, we evaluated the functional relevance of donor CCR2+ and CCR2- macrophages using selective cell ablation strategies in donor grafts prior to transplant. Finally, we perform functional validation of our single cell-derived hypothesis that donor macrophages signal through MYD88 to facilitate cellular rejection. ResultsDonor macrophages persisted in the transplanted heart and co-existed with recipient monocyte-derived macrophages. Single-cell RNA sequencing identified donor CCR2+ and CCR2- macrophage populations and revealed remarkable diversity amongst recipient monocytes, macrophages, and dendritic cells. Temporal analysis demonstrated that donor CCR2+ and CCR2- macrophages were transcriptionally distinct, underwent significant morphologic changes, and displayed unique activation signatures after transplantation. While selective depletion of donor CCR2- macrophages reduced allograft survival, depletion of donor CCR2+ macrophages prolonged allograft survival. Pathway analysis revealed that donor CCR2+ macrophages were being activated through MYD88/NF-{beta} signaling. Deletion of MYD88 in donor macrophages resulted in reduced antigen presenting cell recruitment, decreased emergence of allograft reactive T-cells, and extended allograft survival. ConclusionsDistinct populations of donor and recipient macrophages co-exist within the transplanted heart. Donor CCR2+ macrophages are key mediators of allograft rejection and inhibition of MYD88 signaling in donor macrophages is sufficient to suppress rejection and extend allograft survival. This highlights the therapeutic potential of donor heart-based interventions.

immunology↗

bioRxiv2021

GABOLA: A Reliable Gap-Filling Strategy for de novo Chromosome-Level Assembly

We propose a novel method, GABOLA, which utilizes long-range genomic information provided by accurate linked short reads jointly with long reads to improve the integrity and resolution of whole genome assemblies especially in complex genetic regions. We validated GABOLA on human and Japanese eel genomes. On the two human samples, we filled in more bases spanning 23.3Mbp and 46.2Mbp than Supernova assembler, covering over 3,200 functional genes which includes 8,500 exons and 15,000 transcripts. Among them, multiple genes related to various types of cancer were identified. Moreover, we discovered additional 11,031,487 base pairs of repeat sequences and 218 exclusive repeat patterns, some of which are known to be linked to several disorders such as neuron degenerative diseases. As for the eel genome, we successfully raised the genetic benchmarking score to 94.6% while adding 24.7 million base pairs. These results manifest the capability of GABOLA in the optimization of whole genome assembly and the potential in precise disease diagnosis and high-quality non-model organism breeding. Availability: The docker image and source code of GABOLA assembler are available at https://hub.docker.com/r/lsbnb/gabola and https://github.com/lsbnb/gabola respectively.

genomics↗

bioRxiv2021

Engineering sorghum for higher 4-hydroxybenzoic acid content

Lignocellulosic biomass represents a renewable source of sugars for the manufacturing of bioproducts such as biofuels. The high cost associated with deconstruction of plant biomass to simple sugars remains one of the challenges preventing the deployment of economically sustainable advanced bioproducts. The accumulation in-planta of value-added coproducts such as platform chemicals can improve the economics of biofuels. Among other crops, sorghum is an ideal bioenergy feedstock due to its low input requirements, efficient nitrogen recycling, and high water use efficiency and biomass yields. In this work, we engineered sorghum to overproduce the valuable chemical 4-hydroxybenzoic acid (4-HBA) by co-expressing plastid-targeted versions of Escherichia coli chorismate pyruvate-lyase (UbiC) and feedback-resistant 3-deoxy-D-arabino-heptulonate-7-phosphate synthase (AroG*). Two independent lines containing the dual aroG*-ubiC construct were selected for characterization in the T2 generation. Using liquid chromatography-mass spectrometry, analysis of methanolic extracts obtained from biomass samples revealed an accumulation of 4-HBA in the two transgenic lines (corresponding to 1.56% and 1.72% dry weight, respectively), with 4-HBA glucose conjugates representing major forms. Measurements of biomass composition and several agronomic traits showed no significant difference between transgenic and wild-type control plants grown under controlled environment. This work demonstrates the transferability of the ubiC engineering approach to sorghum; generated lines will be useful to assess the agronomic performance of modified 4-HBA-rich sorghum under natural conditions.

plant biology↗

bioRxiv2021

CORO2A, AN EXPRESSION QUANTITATIVE TRAIT GENE UNDERLYING ESTQ1, CONTROLS UTERINE RESPONSIVENESS TO ESTRADIOL

AO_SCPLOWBSTRACTC_SCPLOWThe response of the uterus to 17{beta}-estradiol (E2) is genetically controlled, with marked variation observed depending on the mouse strain studied. Previous studies from our laboratory using high (C57BL6/J; B6) and low uterine responders (C3H/HeJ; C3H) to E2 led to the identification of Estq1-Estq5, five quantitative trait loci (QTL) controlling phenotypic variation in uterine growth and eosinophilic leukocyte infiltration. Transcriptional profiling subsequently identified coronin actin binding protein 2A (Coro2a) as a candidate for an expression quantitative trait gene (eQTG) underlying Estq1. Here we show that like mRNA expression, allele specific expression of CORO2A in both the uterine epithelium and stroma similarly co-segregates with uterine responsiveness. Utilizing B6.C3H congenic mice carrying the Coro2aC3H allele, we confirm the genetic linkage between Coro2a and Estq1. Lastly, we show that B6-Coro2a-/- and B6-Coro2aB6/- mice phenocopy uterine responsiveness of mice carrying the Coro2aC3H/C3H and Coro2aB6/C3H alleles respectively, consistent with a haploinsufficiency model of genetic control. Together, these results identify Coro2a as the eQTG underlying Estq1, and establish a critical role for Coro2a in E2-regulated responses.

genetics↗

bioRxiv2020

AI4AMP: Sequence-based antimicrobial peptides predictor using physicochemical properties-based encoding method and deep learning

MotivationAntimicrobial peptides (AMPs) are innate immune components that have aroused a great deal of interest among drug developers recently, as they may become a substitution for antibiotics. However, AMPs discovery through traditional wet-lab research is expensive and inefficient. Thus, we developed AI4AMP, a user-friendly web-server that provides an accurate prediction of the antimicrobial activity of a given protein sequence, to accelerate the process of AMP discovery. ResultsOur results show that our prediction model is superior to the existing AMP predictors. AvailabilityAI4AMP is freely accessible at http://symbiosis.iis.sinica.edu.tw/PC_6/ Contactcylin@iis.sinica.edu.tw

microbiology↗

bioRxiv2020

SARS-CoV-2 Infects Human Engineered Heart Tissues and Models COVID-19 Myocarditis

Epidemiological studies of the COVID-19 pandemic have revealed evidence of cardiac involvement and documented that myocardial injury and myocarditis are predictors of poor outcomes. Nonetheless, little is understood regarding SARS-CoV-2 tropism within the heart and whether cardiac complications result directly from myocardial infection. Here, we develop a human engineered heart tissue model and demonstrate that SARS-CoV-2 selectively infects cardiomyocytes. Viral infection is dependent on expression of angiotensin-I converting enzyme 2 (ACE2) and endosomal cysteine proteases, suggesting an endosomal mechanism of cell entry. After infection with SARS-CoV-2, engineered tissues display typical features of myocarditis, including cardiomyocyte cell death, impaired cardiac contractility, and innate immune cell activation. Consistent with these findings, autopsy tissue obtained from individuals with COVID-19 myocarditis demonstrated cardiomyocyte infection, cell death, and macrophage-predominate immune cell infiltrate. These findings establish human cardiomyocyte tropism for SARS-CoV-2 and provide an experimental platform for interrogating and mitigating cardiac complications of COVID-19.

immunology↗

bioRxiv2020

CyDAP-A fluorescent probe for cytosolic dopamine detection

Dopamine (DA) is an essential neurotransmitter modulating motor and cognitive functions. Several neurological disorders, including Parkinsons disease (PD) and drug addiction, are the result of DA system dysfunction; however, it remains incomplete understood of why DA neuron is selectively more vulnerable than other neurons. Here we utilize the spectral feature of human MAO B (monoamine oxidase B) to design a genetic-amenable, GFP-based fluorescent probe CyDAP. Upon genetic and pharmacological manipulations to elevate the cytosolic DA levels in cells and Drosophila models, CyDAP shows enhanced GFP emission, suggesting this probe is feasible for DA detection. Furthermore, we observe that expressing human -Synuclein in Drosophila elicited GFP emission from CyDAP, suggesting a link between cytosolic DA imbalance and regional vulnerability in PD context. Importantly, CyDAP can detect the change of cytosolic DA in live Drosophila brains, as demonstrated by time-lapse and the 4D light-sheet confocal recording. CyDAP may serve as a tool for evaluating metabolic deregulation of DA in brain models of PD and other DA system-related psychiatric disorders.

neuroscience↗

bioRxiv2020

Neurodegeneration induces a developmental RNA processing program by calpain-mediated MBNL2 degradation

The Muscleblind-like (MBNL) protein family plays an important role in regulating developmental RNA processing transition. Loss of MBNL2 function has been implicated in the neurodegeneration of myotonic dystrophy type 1 (DM1). However, the causal mechanism of neurodegeneration-induced MBNL2 loss of function remains elusive. Here, we show that neurodegenerative conditions including NMDAR-mediated excitotoxicity and dysregulated calcium homeostasis triggered nuclear translocation of calpain-2 resulting in MBNL2 degradation and reversion of MBNL2-regulated RNA processing to developmental patterns. The developmental stage featured nucleus-enriched distribution of calpain-2 and low expression of MBNL2. Increased MBNL2 expression during development is required for promoting developmental RNA processing transition and neuronal maturation. Knockdown of calpain-2 expression inhibited neurodegeneration-induced MBNL2 reduction and dysregulated RNA processing. Neurodegenerative disease mouse models including DM1 and Alzheimers disease showed nuclear translocation of calpain-2 associated with MBNL2 degradation and reversion of MBNL2-regulated RNA processing to the developmental pattern. Our results identify a novel regulatory mechanism for MBNL2 downregulation and suggest that reduced MBNL2 expression accompanied by the re-induction of a developmental RNA processing program may be a common feature of neurodegeneration.

neuroscience↗

bioRxiv2019

Estrogen receptor β exerts tumor suppressive effects in prostate cancer through repression of androgen receptor activity

Estrogen receptor {beta} (ER{beta}) was first identified in the rodent prostate and is abundantly expressed in human and rodent prostate epithelium, stroma, immune cells and endothelium of the blood vessels. In the prostates of mice with inactivated ER{beta}, mutant phenotypes include epithelial hyperplasia and increased expression of androgen receptor (AR)-regulated genes, most of which are also upregulated in prostate cancer (PCa). ER{beta} is expressed in both basal and luminal cells in the prostate while AR is expressed in luminal but not in the basal cell layer which harbors the prostate stem cells. To investigate the mechanisms of action of ER{beta} and its potential cross-talk with AR, we used RNA-seq to study the effects of estradiol or the synthetic ligand, LY3201, in AR-positive LNCaP PCa cells which had been engineered to express ER{beta}. Transcriptomic analysis indicated relatively few changes in gene expression with ER{beta} overexpression, but robust responses following ligand treatments. There is significant overlap of responsive genes between the two ligands, as well as ligand-specific alterations. Gene set analysis of down-regulated genes identified an enrichment of androgen-responsive genes, such as FKBP5, CAMKK2, and TBC1D4. Consistently, AR transcript, protein levels, and transcriptional activity were down-regulated following ER{beta} activation. In agreement with this, we find that the phosphorylation of the CAMKK2 target, AMPK, was repressed by ligand-activated ER{beta}. Down-regulation of TBC1D4, a major regulator of glucose uptake in prostate, indicates that ER{beta} is changing glucose metabolism in the prostate. These findings suggest that ER{beta}-mediated signaling pathways are involved in the negative regulation of AR expression and activity, thus supporting a tumor suppressive role for ER{beta} in PCa.

cancer biology↗

bioRxiv2019

The Impact of Edema and Fiber Crossing on Diffusion MRI Metrics: DBSI vs. Diffusion ODF

PurposeDiffusion tensor imaging (DTI) has been employed for over two decades to noninvasively quantify central nervous system (CNS) diseases/injuries. However, DTI is an inadequate simplification of diffusion modeling in the presence of co-existing inflammation, edema, and crossing nerve fibers.\n\nMethodsWe employed a tissue phantom using fixed mouse trigeminal nerves coated with various amounts of agarose gel to mimic crossing fibers in the presence of vasogenic edema. Diffusivity measures derived by DTI and diffusion basis spectrum imaging (DBSI) were compared at increasing levels of simulated edema and degrees of fiber crossing. Further, we assessed the ability of DBSI, diffusion kurtosis imaging (DKI), generalized q-sampling imaging (GQI), q-ball imaging (QBI), and neurite orientation dispersion and density imaging (NODDI) to resolve fiber crossing, in reference to the gold standard angles measured from structural images.\n\nResultsDTI-computed diffusivities and fractional anisotropy (FA) were significantly confounded by gelmimicked edema and crossing fibers. Conversely, DBSI calculated accurate diffusivities of individual fibers regardless of the extent of simulated edema and degrees of fiber crossing angles. Additionaly, DBSI accurately and consistently estimated crossing angles in various conditions of gel-mimicked edema when comparing with gold standard (r2=0.92, p=1.9x10-9, bias=3.9{degrees}). Small crossing angles and edema sinficantly impact dODF, making DKI, GQI and QBI less accurate in detecting and estimating fibers corrsing angles. Lastly, we demonstrate DBSIs superiority over DTI for recovering and delineating white matter tracts in peritumoral edema for preoperative planning of surgical resection.\n\nConclusionsDBSI is able to separate two crossing fibers and accurately recover their diffusivities in a complex environment characterized by increasing crossing angles and amounts of gel-mimicked edema. DBSI also indicated better angular resolution capability compared with DKI, QBI and GQI.

neuroscience↗

bioRxiv2019

Competence to epithelialise coincides with competence to differentiate in pluripotent cells

Pluripotent cells reorganise themselves into an epithelium before they initiate differentiation, but it is not clear how these two events are mechanistically linked. Here we use quantitative imaging approaches to measure cellular rearrangements that accompany exit from naive pluripotency. We show that competence to epithelialise, like competence to differentiate, is a regulated process. The pro-differentiation transcription factor Tcf15 prospectively identifies cells that are competent to epithelialise. We identify early upregulation of the laminin receptor integrin alpha3 prior to differentiation and show that Tcf15 helps to regulate this change. Finally, we show that Tcf15 identifies and is required for efficient differentiation of a primed subpopulation of pluripotent cells. We conclude that competence to epithelialise is actively regulated and linked to differentiation-competence through the transcription factor Tcf15.

developmental biology↗

bioRxiv2018

Spatiotemporal manipulation of ciliary glutamylation reveals its roles in intraciliary trafficking and Hedgehog signaling

Tubulin post-translational modifications (PTMs) occur spatiotemporally throughout cells and are suggested to be involved in a wide range of cellular activities. However, the complexity and dynamic distribution of tubulin PTMs within cells have hindered the understanding of their physiological roles in specific subcellular compartments. Here we develop a method to rapidly deplete tubulin glutamlyation inside the primary cilia, a microtubule-based sensory organelle protruding on the cell surface, by targeting an engineered deglutamylase to the cilia in minutes. This rapid deglutamylation quickly leads to altered ciliary functions such as kinesin-2-mediated anterograde intraflagellar transport and Hedgehog signaling, along with no apparent crosstalk to other PTMs such as acetylation and detyrosination. Our study offers a feasible approach to spatiotemporally manipulate tubulin PTMs in living cells. Future expansion of the repertoire of actuators that regulate PTMs may facilitate a comprehensive understanding of how diverse tubulin PTMs encode ciliary as well as cellular functions.

cell biology↗

bioRxiv2018

Targeting redox regulatory site of protein kinase B impedes neutrophilic inflammation

Neutrophil activation has a pathogenic effect in inflammatory diseases. Protein kinase B (PKB)/AKT regulates diverse cellular responses. However, the significance of AKT in neutrophilic inflammation is still not well understood. Here, we identified CLLV-1 as a novel AKT inhibitor. CLLV-1 inhibited respiratory burst, degranulation, chemotaxis, and AKT phosphorylation in activated human neutrophils and dHL-60 cells. Significantly, CLLV-1 blocked AKT activity and covalently reacted with AKT Cys310 in vitro. The AKT309-313 peptide-CLLV-1 adducts were determined by NMR or mass spectrometry assay. The alkylation agent-conjugated AKT (reduced form) level was also inhibited by CLLV-1. Additionally, CLLV-1 ameliorated lipopolysaccharide (LPS)-induced acute lung injury (ALI) in mice. CLLV-1 acts as a covalent allosteric AKT inhibitor by targeting AKT Cys310 to restrain inflammatory responses in human neutrophils and LPS-induced ALI in vivo. Our findings provide a mechanistic framework for redox modification of AKT that may serve as a novel pharmacological target to alleviate neutrophilic inflammation.

pharmacology and toxicology↗