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1.
New Phytol ; 243(1): 345-361, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38757730

ABSTRACT

Nucleotide-binding domain and leucine-rich repeat (NLR) proteins with pathogen sensor activities have evolved to initiate immune signaling by activating helper NLRs. However, the mechanisms underpinning helper NLR activation by sensor NLRs remain poorly understood. Although coiled coil (CC) type sensor NLRs such as the Potato virus X disease resistance protein Rx have been shown to activate the oligomerization of their downstream helpers NRC2, NRC3 and NRC4, the domains involved in sensor-helper signaling are not known. Here, we used Agrobacterium tumefaciens-mediated transient expression in Nicotiana benthamiana to show that the nucleotide-binding (NB) domain within the NB-ARC of Rx is necessary and sufficient for oligomerization and immune signaling of downstream helper NLRs. In addition, the NB domains of the disease resistance proteins Gpa2 (cyst nematode resistance), Rpi-amr1, Rpi-amr3 (oomycete resistance) and Sw-5b (virus resistance) are also sufficient to activate their respective downstream NRC helpers. Using transient expression in the lettuce (Lactuca sativa), we show that Rx (both as full length or as NB domain truncation) and its helper NRC2 form a minimal functional unit that can be transferred from solanaceous plants (lamiids) to Campanulid species. Our results challenge the prevailing paradigm that NLR proteins exclusively signal via their N-terminal domains and reveal a signaling activity for the NB domain of NRC-dependent sensor NLRs. We propose a model in which helper NLRs can perceive the status of the NB domain of their upstream sensors.


Subject(s)
Disease Resistance , NLR Proteins , Nicotiana , Plant Proteins , Protein Domains , Signal Transduction , Nicotiana/genetics , Nicotiana/immunology , NLR Proteins/metabolism , NLR Proteins/genetics , Disease Resistance/genetics , Plant Proteins/metabolism , Plant Proteins/genetics , Lactuca/genetics , Lactuca/immunology , Protein Multimerization , Nucleotides/metabolism , Plant Diseases/virology , Plant Diseases/immunology , Plants, Genetically Modified , Plant Immunity
2.
Science ; 381(6660): 891-897, 2023 08 25.
Article in English | MEDLINE | ID: mdl-37616352

ABSTRACT

Plant cell surface pattern recognition receptors (PRRs) and intracellular immune receptors cooperate to provide immunity to microbial infection. Both receptor families have coevolved at an accelerated rate, but the evolution and diversification of PRRs is poorly understood. We have isolated potato surface receptor Pep-13 receptor unit (PERU) that senses Pep-13, a conserved immunogenic peptide pattern from plant pathogenic Phytophthora species. PERU, a leucine-rich repeat receptor kinase, is a bona fide PRR that binds Pep-13 and enhances immunity to Phytophthora infestans infection. Diversification in ligand binding specificities of PERU can be traced to sympatric wild tuber-bearing Solanum populations in the Central Andes. Our study reveals the evolution of cell surface immune receptor alleles in wild potato populations that recognize ligand variants not recognized by others.


Subject(s)
Phytophthora infestans , Plant Immunity , Receptors, Immunologic , Solanum tuberosum , Ligands , Receptors, Immunologic/genetics , Receptors, Immunologic/metabolism , Solanum tuberosum/genetics , Solanum tuberosum/immunology , Solanum tuberosum/microbiology
3.
EMBO Rep ; 24(10): e57495, 2023 10 09.
Article in English | MEDLINE | ID: mdl-37602936

ABSTRACT

Plants coordinately use cell-surface and intracellular immune receptors to perceive pathogens and mount an immune response. Intracellular events of pathogen recognition are largely mediated by immune receptors of the nucleotide binding and leucine rich-repeat (NLR) classes. Upon pathogen perception, NLRs trigger a potent broad-spectrum immune reaction, usually accompanied by a form of programmed cell death termed the hypersensitive response. Some plant NLRs act as multifunctional singleton receptors which combine pathogen detection and immune signaling. However, NLRs can also function in higher order pairs and networks of functionally specialized interconnected receptors. In this article, we cover the basic aspects of plant NLR biology with an emphasis on NLR networks. We highlight some of the recent advances in NLR structure, function, and activation and discuss emerging topics such as modulator NLRs, pathogen suppression of NLRs, and NLR bioengineering. Multi-disciplinary approaches are required to disentangle how these NLR immune receptor pairs and networks function and evolve. Answering these questions holds the potential to deepen our understanding of the plant immune system and unlock a new era of disease resistance breeding.


Subject(s)
NLR Proteins , Plant Breeding , NLR Proteins/genetics , NLR Proteins/metabolism , Plant Immunity/genetics , Disease Resistance/genetics , Plants/genetics , Plants/metabolism , Carrier Proteins/metabolism , Receptors, Immunologic/genetics , Receptors, Immunologic/metabolism , Plant Diseases/genetics , Plant Proteins/genetics , Plant Proteins/chemistry
4.
Plant Cell ; 35(10): 3662-3685, 2023 09 27.
Article in English | MEDLINE | ID: mdl-37467141

ABSTRACT

Plant nucleotide-binding leucine-rich repeat (NLR) immune receptors generally exhibit hallmarks of rapid evolution, even at the intraspecific level. We used iterative sequence similarity searches coupled with phylogenetic analyses to reconstruct the evolutionary history of HOPZ-ACTIVATED RESISTANCE1 (ZAR1), an atypically conserved NLR that traces its origin to early flowering plant lineages ∼220 to 150 million yrs ago (Jurassic period). We discovered 120 ZAR1 orthologs in 88 species, including the monocot Colocasia esculenta, the magnoliid Cinnamomum micranthum, and most eudicots, notably the Ranunculales species Aquilegia coerulea, which is outside the core eudicots. Ortholog sequence analyses revealed highly conserved features of ZAR1, including regions for pathogen effector recognition and cell death activation. We functionally reconstructed the cell death activity of ZAR1 and its partner receptor-like cytoplasmic kinase (RLCK) from distantly related plant species, experimentally validating the hypothesis that ZAR1 evolved to partner with RLCKs early in its evolution. In addition, ZAR1 acquired novel molecular features. In cassava (Manihot esculenta) and cotton (Gossypium spp.), ZAR1 carries a C-terminal thioredoxin-like domain, and in several taxa, ZAR1 duplicated into 2 paralog families, which underwent distinct evolutionary paths. ZAR1 stands out among angiosperm NLR genes for having experienced relatively limited duplication and expansion throughout its deep evolutionary history. Nonetheless, ZAR1 also gave rise to noncanonical NLRs with integrated domains and degenerated molecular features.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Humans , Arabidopsis Proteins/metabolism , Arabidopsis/genetics , Phylogeny , Protein Domains , Plants/metabolism , Plant Immunity/genetics , Carrier Proteins/metabolism
5.
Sci Adv ; 9(18): eadg3861, 2023 05 03.
Article in English | MEDLINE | ID: mdl-37134163

ABSTRACT

Parasites counteract host immunity by suppressing helper nucleotide binding and leucine-rich repeat (NLR) proteins that function as central nodes in immune receptor networks. Understanding the mechanisms of immunosuppression can lead to strategies for bioengineering disease resistance. Here, we show that a cyst nematode virulence effector binds and inhibits oligomerization of the helper NLR protein NRC2 by physically preventing intramolecular rearrangements required for activation. An amino acid polymorphism at the binding interface between NRC2 and the inhibitor is sufficient for this helper NLR to evade immune suppression, thereby restoring the activity of multiple disease resistance genes. This points to a potential strategy for resurrecting disease resistance in crop genomes.


Subject(s)
Disease Resistance , Plant Proteins , Humans , Plant Proteins/metabolism , Disease Resistance/genetics , Plant Immunity/genetics , NLR Proteins/genetics , NLR Proteins/metabolism , Bioengineering
6.
Micromachines (Basel) ; 14(5)2023 May 08.
Article in English | MEDLINE | ID: mdl-37241634

ABSTRACT

GaN high-electron-mobility transistors (HEMTs) have attracted widespread attention for high-power microwave applications, owing to their superior properties. However, the charge trapping effect has limitations to its performance. To study the trapping effect on the device large-signal behavior, AlGaN/GaN HEMTs and metal-insulator-semiconductor HEMTs (MIS-HEMTs) were characterized through X-parameter measurements under ultraviolet (UV) illumination. For HEMTs without passivation, the magnitude of the large-signal output wave (X21FB) and small-signal forward gain (X2111S) at fundamental frequency increased, whereas the large-signal second harmonic output wave (X22FB) decreased when the device was exposed to UV light, resulting from the photoconductive effect and suppression of buffer-related trapping. For MIS-HEMTs with SiN passivation, much higher X21FB and X2111S have been obtained compared with HEMTs. It suggests that better RF power performance can be achieved by removing the surface state. Moreover, the X-parameters of the MIS-HEMT are less dependent on UV light, since the light-induced performance enhancement is offset by excess traps in the SiN layer excited by UV light. The radio frequency (RF) power parameters and signal waveforms were further obtained based on the X-parameter model. The variation of RF current gain and distortion with light was consistent with the measurement results of X-parameters. Therefore, the trap number in the AlGaN surface, GaN buffer, and SiN layer must be minimized for a good large-signal performance of AlGaN/GaN transistors.

7.
PLoS Genet ; 19(1): e1010500, 2023 01.
Article in English | MEDLINE | ID: mdl-36656829

ABSTRACT

The NRC immune receptor network has evolved in asterid plants from a pair of linked genes into a genetically dispersed and phylogenetically structured network of sensor and helper NLR (nucleotide-binding domain and leucine-rich repeat-containing) proteins. In some species, such as the model plant Nicotiana benthamiana and other Solanaceae, the NRC (NLR-REQUIRED FOR CELL DEATH) network forms up to half of the NLRome, and NRCs are scattered throughout the genome in gene clusters of varying complexities. Here, we describe NRCX, an atypical member of the NRC family that lacks canonical features of these NLR helper proteins, such as a functional N-terminal MADA motif and the capacity to trigger autoimmunity. In contrast to other NRCs, systemic gene silencing of NRCX in N. benthamiana markedly impairs plant growth resulting in a dwarf phenotype. Remarkably, dwarfism of NRCX silenced plants is partially dependent on NRCX paralogs NRC2 and NRC3, but not NRC4. Despite its negative impact on plant growth when silenced systemically, spot gene silencing of NRCX in mature N. benthamiana leaves doesn't result in visible cell death phenotypes. However, alteration of NRCX expression modulates the hypersensitive response mediated by NRC2 and NRC3 in a manner consistent with a negative role for NRCX in the NRC network. We conclude that NRCX is an atypical member of the NRC network that has evolved to contribute to the homeostasis of this genetically unlinked NLR network.


Subject(s)
NLR Proteins , Nicotiana , NLR Proteins/genetics , NLR Proteins/metabolism , Nicotiana/genetics , Plant Immunity/genetics , Plants/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Plant Diseases
8.
EMBO J ; 42(5): e111519, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36579501

ABSTRACT

Nucleotide-binding domain leucine-rich repeat (NLR) immune receptors are important components of plant and metazoan innate immunity that can function as individual units or as pairs or networks. Upon activation, NLRs form multiprotein complexes termed resistosomes or inflammasomes. Although metazoan paired NLRs, such as NAIP/NLRC4, form hetero-complexes upon activation, the molecular mechanisms underpinning activation of plant paired NLRs, especially whether they associate in resistosome hetero-complexes, is unknown. In asterid plant species, the NLR required for cell death (NRC) immune receptor network is composed of multiple resistance protein sensors and downstream helpers that confer immunity against diverse plant pathogens. Here, we show that pathogen effector-activation of the NLR proteins Rx (confers virus resistance), and Bs2 (confers bacterial resistance) leads to oligomerization of their helper NLR, NRC2. Activated Rx does not oligomerize or enter into a stable complex with the NRC2 oligomer and remains cytoplasmic. In contrast, activated NRC2 oligomers accumulate in membrane-associated puncta. We propose an activation-and-release model for NLRs in the NRC immune receptor network. This points to a distinct activation model compared with mammalian paired NLRs.


Subject(s)
NLR Proteins , Plant Immunity , Animals , NLR Proteins/chemistry , NLR Proteins/metabolism , Plants/metabolism , Immunity, Innate , Inflammasomes , Plant Proteins/genetics , Plant Diseases , Mammals
9.
Curr Opin Plant Biol ; 70: 102311, 2022 12.
Article in English | MEDLINE | ID: mdl-36379872

ABSTRACT

Crop yield and global food security are under constant threat from plant pathogens with the potential to cause epidemics. Traditional breeding for disease resistance can be too slow to counteract these emerging threats, resulting in the need to retool the plant immune system using bioengineered made-to-order immune receptors. Efforts to engineer immune receptors have focused primarily on nucleotide-binding domain and leucine-rich repeat (NLR) immune receptors and proof-of-principles studies. Based upon a near-exhaustive literature search of previously engineered plant immune systems we distil five emerging principles in the design of bioengineered made-to-order plant NLRs and describe approaches based on other components. These emerging principles are anticipated to assist the functional understanding of plant immune receptors, as well as bioengineering novel disease resistance specificities.


Subject(s)
Disease Resistance , NLR Proteins , Disease Resistance/genetics , NLR Proteins/chemistry , NLR Proteins/physiology , Plant Breeding , Plant Immunity/genetics , Plants/genetics
10.
PLoS Genet ; 18(9): e1010414, 2022 09.
Article in English | MEDLINE | ID: mdl-36137148

ABSTRACT

Cell surface pattern recognition receptors (PRRs) activate immune responses that can include the hypersensitive cell death. However, the pathways that link PRRs to the cell death response are poorly understood. Here, we show that the cell surface receptor-like protein Cf-4 requires the intracellular nucleotide-binding domain leucine-rich repeat containing receptor (NLR) NRC3 to trigger a confluent cell death response upon detection of the fungal effector Avr4 in leaves of Nicotiana benthamiana. This NRC3 activity requires an intact N-terminal MADA motif, a conserved signature of coiled-coil (CC)-type plant NLRs that is required for resistosome-mediated immune responses. A chimeric protein with the N-terminal α1 helix of Arabidopsis ZAR1 swapped into NRC3 retains the capacity to mediate Cf-4 hypersensitive cell death. Pathogen effectors acting as suppressors of NRC3 can suppress Cf-4-triggered hypersensitive cell-death. Our findings link the NLR resistosome model to the hypersensitive cell death caused by a cell surface PRR.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Arabidopsis/metabolism , Arabidopsis Proteins/genetics , Arabidopsis Proteins/metabolism , Carrier Proteins , Cell Death/genetics , Leucine , NLR Proteins/metabolism , Nucleotides/metabolism , Plant Diseases/genetics , Plant Immunity/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Receptors, Pattern Recognition/metabolism , Recombinant Fusion Proteins/metabolism
11.
Plant Physiol ; 188(1): 70-80, 2022 01 20.
Article in English | MEDLINE | ID: mdl-34633454

ABSTRACT

Nicotiana benthamiana has emerged as a complementary experimental system to Arabidopsis thaliana. It enables fast-forward in vivo analyses primarily through transient gene expression and is particularly popular in the study of plant immunity. Recently, our understanding of nucleotide-binding leucine-rich repeat (NLR) plant immune receptors has greatly advanced following the discovery of the Arabidopsis HOPZ-ACTIVATED RESISTANCE1 (ZAR1) resistosome. Here, we describe a vector system of 72 plasmids that enables functional studies of the ZAR1 resistosome in N. benthamiana. We showed that ZAR1 stands out among the coiled coil class of NLRs (CC-NLRs) for being highly conserved across distantly related dicot plant species and confirmed NbZAR1 as the N. benthamiana ortholog of Arabidopsis ZAR1. Effector-activated and autoactive NbZAR1 triggers the cell death response in N. benthamiana and this activity is dependent on a functional N-terminal α1 helix. C-terminally tagged NbZAR1 remains functional in N. benthamiana, thus enabling cell biology and biochemical studies in this plant system. We conclude that the NbZAR1 open source pZA plasmid collection forms an additional experimental system to Arabidopsis for in planta resistosome studies.


Subject(s)
Arabidopsis/genetics , Arabidopsis/immunology , Disease Resistance/genetics , Nicotiana/genetics , Nicotiana/immunology , Plant Diseases/genetics , Plant Diseases/immunology , Arabidopsis/microbiology , Gene Expression Regulation, Plant , Genes, Plant , Nicotiana/microbiology
12.
Viruses ; 13(8)2021 08 06.
Article in English | MEDLINE | ID: mdl-34452417

ABSTRACT

Synergistic interactions among viruses, hosts and/or transmission vectors during mixed infection can alter viral titers, symptom severity or host range. Viral suppressors of RNA silencing (VSRs) are considered one of such factors contributing to synergistic responses. Odontoglossum ringspot virus (ORSV) and cymbidium mosaic virus (CymMV), which are two of the most significant orchid viruses, exhibit synergistic symptom intensification in Phalaenopsis orchids with unilaterally enhanced CymMV movement by ORSV. In order to reveal the underlying mechanisms, we generated infectious cDNA clones of ORSV and CymMV isolated from Phalaenopsis that exerted similar unilateral synergism in both Phalaenopsis orchid and Nicotiana benthamiana. Moreover, we show that the ORSV replicase P126 is a VSR. Mutagenesis analysis revealed that mutation of the methionine in the carboxyl terminus of ORSV P126 abolished ORSV replication even though some P126 mutants preserved VSR activity, indicating that the VSR function of P126 alone is not sufficient for viral replication. Thus, P126 functions in both ORSV replication and as a VSR. Furthermore, P126 expression enhanced cell-to-cell movement and viral titers of CymMV in infected Phalaenopsis flowers and N. benthamiana leaves. Taking together, both the VSR and protein function of P126 might be prerequisites for unilaterally enhancing CymMV cell-to-cell movement by ORSV.


Subject(s)
Coinfection/virology , Orchidaceae/virology , Plant Cells/virology , Potexvirus/metabolism , Tobamovirus/metabolism , Capsid Proteins/genetics , Drug Synergism , Microbial Interactions , Potexvirus/genetics , RNA Interference , RNA, Viral/genetics , Nicotiana/virology , Tobamovirus/genetics , Virus Replication
13.
Plant Cell Physiol ; 61(6): 1204-1212, 2020 Jun 01.
Article in English | MEDLINE | ID: mdl-32181856

ABSTRACT

Small RNA (sRNA), such as microRNA (miRNA) and short interfering RNA, are well-known to control gene expression based on degradation of target mRNA in plants. A considerable amount of research has applied next-generation sequencing (NGS) to reveal the regulatory pathways of plant sRNAs. Consequently, numerous bioinformatics tools have been developed for the purpose of analyzing sRNA NGS data. However, most methods focus on the study of sRNA expression profiles or novel miRNAs predictions. The analysis of sRNA target genes is usually not integrated into their pipelines. As a result, there is still no means available for identifying the interaction mechanisms between host and virus or the synergistic effects between two viruses. For the present study, a comprehensive system, called the Small RNA Illustration System (sRIS), has been developed. This system contains two main components. The first is for sRNA overview analysis and can be used not only to identify miRNA but also to investigate virus-derived small interfering RNA. The second component is for sRNA target prediction, and it employs both bioinformatics calculations and degradome sequencing data to enhance the accuracy of target prediction. In addition, this system has been designed so that figures and tables for the outputs of each analysis can be easily retrieved and accessed, making it easier for users to quickly identify and quantify their results. sRIS is available at http://sris.itps.ncku.edu.tw/.


Subject(s)
Genome, Plant/genetics , High-Throughput Nucleotide Sequencing/methods , Plants/genetics , RNA, Plant/genetics , RNA, Small Untranslated/genetics , Genomic Library , MicroRNAs/genetics , MicroRNAs/physiology , RNA, Plant/physiology , RNA, Small Interfering/genetics , RNA, Small Interfering/physiology , RNA, Small Untranslated/physiology , Sequence Analysis, RNA/methods
14.
Mol Plant Pathol ; 21(2): 188-205, 2020 02.
Article in English | MEDLINE | ID: mdl-31724809

ABSTRACT

Cymbidium mosaic virus (CymMV) and Odontoglossum ringspot virus (ORSV) are the two most prevalent viruses infecting orchids and causing economic losses worldwide. Mixed infection of CymMV and ORSV could induce intensified symptoms as early at 10 days post-inoculation in inoculated Phalaenopsis amabilis, where CymMV pathogenesis was unilaterally enhanced by ORSV. To reveal the antiviral RNA silencing activity in orchids, we characterized the viral small-interfering RNAs (vsiRNAs) from CymMV and ORSV singly or synergistically infecting P. amabilis. We also temporally classified the inoculated leaf-tip tissues and noninoculated adjacent tissues as late and early stages of infection, respectively. Regardless of early or late stage with single or double infection, CymMV and ORSV vsiRNAs were predominant in 21- and 22-nt sizes, with excess positive polarity and under-represented 5'-guanine. While CymMV vsiRNAs mainly derived from RNA-dependent RNA polymerase-coding regions, ORSV vsiRNAs encompassed the coat protein gene and 3'-untranslated region, with a specific hotspot residing in the 3'-terminal pseudoknot. With double infection, CymMV vsiRNAs increased more than 5-fold in number with increasing virus titres. Most vsiRNA features remained unchanged with double inoculation, but additional ORSV vsiRNA hotspot peaks were prominent. The potential vsiRNA-mediated regulation of the novel targets in double-infected tissues thereby provides a different view of CymMV and ORSV synergism. Hence, temporally profiled vsiRNAs from taxonomically distinct CymMV and ORSV illustrate active antiviral RNA silencing in their natural host, Phalaenopsis, during both early and late stages of infection. Our findings provide insights into offence-defence interactions among CymMV, ORSV and orchids.


Subject(s)
Genome-Wide Association Study/methods , Orchidaceae/virology , Potexvirus/pathogenicity , RNA, Small Interfering/metabolism , Tobamovirus/pathogenicity
15.
Sci Rep ; 9(1): 10230, 2019 07 15.
Article in English | MEDLINE | ID: mdl-31308424

ABSTRACT

Taxonomically distinct Cymbidium mosaic potexvirus (CymMV) and Odontoglossum ringspot tobamovirus (ORSV) are two of the most prevalent viruses worldwide; when co-infecting orchids, they cause synergistic symptoms. Because of the huge economic loss in quality and quantity in the orchid industry with virus-infected orchids, virus-resistant orchids are urgently needed. To date, no transgenic resistant lines against these two viruses have been reported. In this study, we generated transgenic Nicotiana benthamiana expressing various constructs of partial CymMV and ORSV genomes. Several transgenic lines grew normally and remained symptomless after mixed inoculation with CymMV and ORSV. The replication of CymMV and ORSV was approximately 70-90% lower in protoplasts of transgenic lines than wild-type (WT) plants. Of note, we detected extremely low or no viral RNA or capsid protein of CymMV and ORSV in systemic leaves of transgenic lines after co-infection. Grafting experiments further revealed that CymMV and ORSV trafficked extremely inefficiently from co-infected WT stocks to transgenic scions, presumably due to RNA-mediated interference. This study reports the first successful creation of dual resistant transgenic lines against CymMV and ORSV. Our studies shed light on the commercial development of transgenic orchid production to combat the global viral threat.


Subject(s)
Nicotiana/genetics , Potexvirus/genetics , Tobamovirus/genetics , Capsid Proteins/genetics , DNA Primers/genetics , Genetic Engineering/methods , Orchidaceae/genetics , Orchidaceae/virology , Plants, Genetically Modified/genetics , Potexvirus/pathogenicity , Protoplasts , RNA Interference , RNA, Viral/genetics , Tobamovirus/pathogenicity , Virus Replication/genetics
16.
Bioinformatics ; 34(7): 1108-1115, 2018 04 01.
Article in English | MEDLINE | ID: mdl-29136092

ABSTRACT

Motivation: MicroRNAs (miRNAs) are endogenous non-coding small RNAs (of about 22 nucleotides), which play an important role in the post-transcriptional regulation of gene expression via either mRNA cleavage or translation inhibition. Several machine learning-based approaches have been developed to identify novel miRNAs from next generation sequencing (NGS) data. Typically, precursor/genomic sequences are required as references for most methods. However, the non-availability of genomic sequences is often a limitation in miRNA discovery in non-model plants. A systematic approach to determine novel miRNAs without reference sequences is thus necessary. Results: In this study, an effective method was developed to identify miRNAs from non-model plants based only on NGS datasets. The miRNA prediction model was trained with several duplex structure-related features of mature miRNAs and their passenger strands using a support vector machine algorithm. The accuracy of the independent test reached 96.61% and 93.04% for dicots (Arabidopsis) and monocots (rice), respectively. Furthermore, true small RNA sequencing data from orchids was tested in this study. Twenty-one predicted orchid miRNAs were selected and experimentally validated. Significantly, 18 of them were confirmed in the qRT-PCR experiment. This novel approach was also compiled as a user-friendly program called microRPM (miRNA Prediction Model). Availability and implementation: This resource is freely available at http://microRPM.itps.ncku.edu.tw. Contact: nslin@sinica.edu.tw or sarah321@mail.ncku.edu.tw. Supplementary information: Supplementary data are available at Bioinformatics online.


Subject(s)
Genome, Plant , High-Throughput Nucleotide Sequencing/methods , MicroRNAs , Sequence Analysis, RNA/methods , Support Vector Machine , Computational Biology/methods , Plants/genetics , Plants/metabolism , RNA, Plant
17.
Peptides ; 36(2): 257-65, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22659412

ABSTRACT

Due to its malignancy, the development of effective therapeutic strategies for hepatocellular carcinoma (HCC) is of urgent needs. Natural antimicrobial peptides (AMPs), also known as host defense peptides (HDPs), not only act as direct antimicrobial agents, but also represent important regulators of the innate immune system. It has been reported that cationic AMPs may exhibit cancer-selective toxicity. We have designed a series of novel AMPs with potent antimicrobial activity against a broad spectrum of bacterial pathogens. In the current study, we evaluate the antitumor potency of these AMPs toward HCC cell lines J5, Huh7, and Hep3B. Selected AMPs inhibit the viability of HCC cells in a dose-dependent fashion, while the normal 3T3 cells were significantly less susceptible to these AMPs. GW-H1 treatment (20µM) of J5 cells for 24-72h resulted in the induction of apoptosis, as revealed by flow cytometry (increased sub-G1 populations), and western blot analysis for the appearance of activated caspase-3, -7 and -9 cleavages. Two-dimensional gel electrophoresis was applied to further analyze the AMP-responsive protein profiles of HCC, down-regulation of Hsp27, phophoglycerate kinase 1 and triosephosphate isomerase indicated that GW-H1 may induce apoptosis, and further inhibit progression and metastasis of J5 HCC cells. FITC-labeled GW-H1 was found to attach to cell membrane initially, then translocated into the cytoplasm, and eventually membranous organelles or nucleus. GW-H1 induced a marked growth suppression of J5 xenografts in nude mice in a dose dependent manner. These findings provided support for future application of GW-H1 as potential therapeutic agent for HCC.


Subject(s)
Antimicrobial Cationic Peptides/pharmacology , Antimicrobial Cationic Peptides/therapeutic use , Apoptosis/drug effects , Carcinoma, Hepatocellular/drug therapy , Caspases/metabolism , Animals , Blotting, Western , Carcinoma, Hepatocellular/metabolism , Cell Cycle/drug effects , Cell Cycle/genetics , Cell Line , Cell Line, Tumor , Cell Survival/drug effects , Electrophoresis, Gel, Two-Dimensional , Flow Cytometry , Humans , Membrane Potential, Mitochondrial/drug effects , Mice , Mice, Nude , Spectrometry, Mass, Electrospray Ionization
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