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1.
Cell ; 186(18): 3903-3920.e21, 2023 08 31.
Article in English | MEDLINE | ID: mdl-37557169

ABSTRACT

Immune-checkpoint blockade has revolutionized cancer treatment, but some cancers, such as acute myeloid leukemia (AML), do not respond or develop resistance. A potential mode of resistance is immune evasion of T cell immunity involving aberrant major histocompatibility complex class I (MHC-I) antigen presentation (AP). To map such mechanisms of resistance, we identified key MHC-I regulators using specific peptide-MHC-I-guided CRISPR-Cas9 screens in AML. The top-ranked negative regulators were surface protein sushi domain containing 6 (SUSD6), transmembrane protein 127 (TMEM127), and the E3 ubiquitin ligase WWP2. SUSD6 is abundantly expressed in AML and multiple solid cancers, and its ablation enhanced MHC-I AP and reduced tumor growth in a CD8+ T cell-dependent manner. Mechanistically, SUSD6 forms a trimolecular complex with TMEM127 and MHC-I, which recruits WWP2 for MHC-I ubiquitination and lysosomal degradation. Together with the SUSD6/TMEM127/WWP2 gene signature, which negatively correlates with cancer survival, our findings define a membrane-associated MHC-I inhibitory axis as a potential therapeutic target for both leukemia and solid cancers.


Subject(s)
Histocompatibility Antigens Class I , Neoplasms , Tumor Escape , Humans , Antigen Presentation , CD8-Positive T-Lymphocytes , Histocompatibility Antigens Class I/metabolism , HLA Antigens , Neoplasms/immunology , Ubiquitin-Protein Ligases/genetics
2.
Cell ; 184(5): 1377-1391.e14, 2021 03 04.
Article in English | MEDLINE | ID: mdl-33545088

ABSTRACT

Rich fossil evidence suggests that many traits and functions related to terrestrial evolution were present long before the ancestor of lobe- and ray-finned fishes. Here, we present genome sequences of the bichir, paddlefish, bowfin, and alligator gar, covering all major early divergent lineages of ray-finned fishes. Our analyses show that these species exhibit many mosaic genomic features of lobe- and ray-finned fishes. In particular, many regulatory elements for limb development are present in these fishes, supporting the hypothesis that the relevant ancestral regulation networks emerged before the origin of tetrapods. Transcriptome analyses confirm the homology between the lung and swim bladder and reveal the presence of functional lung-related genes in early ray-finned fishes. Furthermore, we functionally validate the essential role of a jawed vertebrate highly conserved element for cardiovascular development. Our results imply the ancestors of jawed vertebrates already had the potential gene networks for cardio-respiratory systems supporting air breathing.


Subject(s)
Biological Evolution , Fishes/genetics , Animal Fins/physiology , Animals , Cardiovascular Physiological Phenomena , Cardiovascular System/anatomy & histology , Extremities/physiology , Fishes/classification , Genome , Lung/anatomy & histology , Lung/physiology , Phylogeny , Receptors, Odorant/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome , Vertebrates/classification , Vertebrates/genetics
3.
Cell ; 184(9): 2487-2502.e13, 2021 04 29.
Article in English | MEDLINE | ID: mdl-33857424

ABSTRACT

Precision oncology has made significant advances, mainly by targeting actionable mutations in cancer driver genes. Aiming to expand treatment opportunities, recent studies have begun to explore the utility of tumor transcriptome to guide patient treatment. Here, we introduce SELECT (synthetic lethality and rescue-mediated precision oncology via the transcriptome), a precision oncology framework harnessing genetic interactions to predict patient response to cancer therapy from the tumor transcriptome. SELECT is tested on a broad collection of 35 published targeted and immunotherapy clinical trials from 10 different cancer types. It is predictive of patients' response in 80% of these clinical trials and in the recent multi-arm WINTHER trial. The predictive signatures and the code are made publicly available for academic use, laying a basis for future prospective clinical studies.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic/drug effects , Molecular Targeted Therapy , Neoplasms/drug therapy , Precision Medicine , Synthetic Lethal Mutations , Transcriptome/drug effects , Aged , Biomarkers, Tumor/antagonists & inhibitors , Biomarkers, Tumor/immunology , Clinical Trials as Topic , Female , Follow-Up Studies , Humans , Immunotherapy , Male , Neoplasms/genetics , Neoplasms/pathology , Prognosis , Prospective Studies , Retrospective Studies , Survival Rate
4.
Cell ; 184(5): 1362-1376.e18, 2021 03 04.
Article in English | MEDLINE | ID: mdl-33545087

ABSTRACT

Lungfishes are the closest extant relatives of tetrapods and preserve ancestral traits linked with the water-to-land transition. However, their huge genome sizes have hindered understanding of this key transition in evolution. Here, we report a 40-Gb chromosome-level assembly of the African lungfish (Protopterus annectens) genome, which is the largest genome assembly ever reported and has a contig and chromosome N50 of 1.60 Mb and 2.81 Gb, respectively. The large size of the lungfish genome is due mainly to retrotransposons. Genes with ultra-long length show similar expression levels to other genes, indicating that lungfishes have evolved high transcription efficacy to keep gene expression balanced. Together with transcriptome and experimental data, we identified potential genes and regulatory elements related to such terrestrial adaptation traits as pulmonary surfactant, anxiolytic ability, pentadactyl limbs, and pharyngeal remodeling. Our results provide insights and key resources for understanding the evolutionary pathway leading from fishes to humans.


Subject(s)
Adaptation, Biological , Biological Evolution , Fishes/genetics , Whole Genome Sequencing , Animal Fins/anatomy & histology , Animal Fins/physiology , Animals , Extremities/anatomy & histology , Extremities/physiology , Fishes/anatomy & histology , Fishes/classification , Fishes/physiology , Phylogeny , Respiratory Physiological Phenomena , Respiratory System/anatomy & histology , Vertebrates/genetics
5.
Cell ; 180(5): 941-955.e20, 2020 03 05.
Article in English | MEDLINE | ID: mdl-32109412

ABSTRACT

The pyroptosis execution protein GSDMD is cleaved by inflammasome-activated caspase-1 and LPS-activated caspase-11/4/5. The cleavage unmasks the pore-forming domain from GSDMD-C-terminal domain. How the caspases recognize GSDMD and its connection with caspase activation are unknown. Here, we show site-specific caspase-4/11 autoprocessing, generating a p10 product, is required and sufficient for cleaving GSDMD and inducing pyroptosis. The p10-form autoprocessed caspase-4/11 binds the GSDMD-C domain with a high affinity. Structural comparison of autoprocessed and unprocessed capase-11 identifies a ß sheet induced by the autoprocessing. In caspase-4/11-GSDMD-C complex crystal structures, the ß sheet organizes a hydrophobic GSDMD-binding interface that is only possible for p10-form caspase-4/11. The binding promotes dimerization-mediated caspase activation, rendering a cleavage independently of the cleavage-site tetrapeptide sequence. Crystal structure of caspase-1-GSDMD-C complex shows a similar GSDMD-recognition mode. Our study reveals an unprecedented substrate-targeting mechanism for caspases. The hydrophobic interface suggests an additional space for developing inhibitors specific for pyroptotic caspases.


Subject(s)
Inflammasomes/ultrastructure , Multiprotein Complexes/ultrastructure , Phosphate-Binding Proteins/ultrastructure , Pyroptosis/genetics , Animals , Caspase 1/chemistry , Caspase 1/genetics , Caspase 1/ultrastructure , Caspases, Initiator/chemistry , Caspases, Initiator/genetics , Crystallography, X-Ray , HEK293 Cells , HeLa Cells , Humans , Hydrophobic and Hydrophilic Interactions , Inflammasomes/genetics , Intracellular Signaling Peptides and Proteins/chemistry , Intracellular Signaling Peptides and Proteins/genetics , Multiprotein Complexes/chemistry , Multiprotein Complexes/genetics , Phosphate-Binding Proteins/chemistry , Phosphate-Binding Proteins/genetics , Protein Conformation, beta-Strand/genetics , Protein Domains/genetics , Protein Processing, Post-Translational/genetics , Proteolysis
6.
Mol Cell ; 83(1): 139-155.e9, 2023 01 05.
Article in English | MEDLINE | ID: mdl-36521489

ABSTRACT

Nonsense mutations, accounting for >20% of disease-associated mutations, lead to premature translation termination. Replacing uridine with pseudouridine in stop codons suppresses translation termination, which could be harnessed to mediate readthrough of premature termination codons (PTCs). Here, we present RESTART, a programmable RNA base editor, to revert PTC-induced translation termination in mammalian cells. RESTART utilizes an engineered guide snoRNA (gsnoRNA) and the endogenous H/ACA box snoRNP machinery to achieve precise pseudouridylation. We also identified and optimized gsnoRNA scaffolds to increase the editing efficiency. Unexpectedly, we found that a minor isoform of pseudouridine synthase DKC1, lacking a C-terminal nuclear localization signal, greatly improved the PTC-readthrough efficiency. Although RESTART induced restricted off-target pseudouridylation, they did not change the coding information nor the expression level of off-targets. Finally, RESTART enables robust pseudouridylation in primary cells and achieves functional PTC readthrough in disease-relevant contexts. Collectively, RESTART is a promising RNA-editing tool for research and therapeutics.


Subject(s)
Codon, Nonsense , RNA , Animals , Codon, Nonsense/genetics , RNA/metabolism , Codon, Terminator/genetics , Mutation , Protein Biosynthesis , Mammals/metabolism
7.
Nature ; 596(7872): 353-356, 2021 08.
Article in English | MEDLINE | ID: mdl-34408333

ABSTRACT

On Earth's surface, there are only a handful of high-quality astronomical sites that meet the requirements for very large next-generation facilities. In the context of scientific opportunities in time-domain astronomy, a good site on the Tibetan Plateau will bridge the longitudinal gap between the known best sites1,2 (all in the Western Hemisphere). The Tibetan Plateau is the highest plateau on Earth, with an average elevation of over 4,000 metres, and thus potentially provides very good opportunities for astronomy and particle astrophysics3-5. Here we report the results of three years of monitoring of testing an area at a local summit on Saishiteng Mountain near Lenghu Town in Qinghai Province. The altitudes of the potential locations are between 4,200 and 4,500 metres. An area of over 100,000 square kilometres surrounding Lenghu Town has a lower altitude of below 3,000 metres, with an extremely arid climate and unusually clear local sky (day and night)6. Of the nights at the site, 70 per cent have clear, photometric conditions, with a median seeing of 0.75 arcseconds. The median night temperature variation is only 2.4 degrees Celsius, indicating very stable local surface air. The precipitable water vapour is lower than 2 millimetres for 55 per cent of the night.

8.
Nature ; 592(7852): 138-143, 2021 04.
Article in English | MEDLINE | ID: mdl-33731925

ABSTRACT

A variety of species of bacteria are known to colonize human tumours1-11, proliferate within them and modulate immune function, which ultimately affects the survival of patients with cancer and their responses to treatment12-14. However, it is not known whether antigens derived from intracellular bacteria are presented by the human leukocyte antigen class I and II (HLA-I and HLA-II, respectively) molecules of tumour cells, or whether such antigens elicit a tumour-infiltrating T cell immune response. Here we used 16S rRNA gene sequencing and HLA peptidomics to identify a peptide repertoire derived from intracellular bacteria that was presented on HLA-I and HLA-II molecules in melanoma tumours. Our analysis of 17 melanoma metastases (derived from 9 patients) revealed 248 and 35 unique HLA-I and HLA-II peptides, respectively, that were derived from 41 species of bacteria. We identified recurrent bacterial peptides in tumours from different patients, as well as in different tumours from the same patient. Our study reveals that peptides derived from intracellular bacteria can be presented by tumour cells and elicit immune reactivity, and thus provides insight into a mechanism by which bacteria influence activation of the immune system and responses to therapy.


Subject(s)
Antigens, Bacterial/analysis , Antigens, Bacterial/immunology , Bacteria/immunology , HLA Antigens/immunology , Melanoma/immunology , Melanoma/microbiology , Peptides/analysis , Peptides/immunology , Antigen Presentation , Bacteria/classification , Bacteria/genetics , Cell Line, Tumor , Coculture Techniques , HLA Antigens/analysis , Humans , Lymphocytes, Tumor-Infiltrating/cytology , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/pathology , Neoplasm Metastasis/immunology , Phylogeny , RNA, Ribosomal, 16S/genetics
9.
Brief Bioinform ; 25(2)2024 Jan 22.
Article in English | MEDLINE | ID: mdl-38390990

ABSTRACT

Enhancing cancer treatment efficacy remains a significant challenge in human health. Immunotherapy has witnessed considerable success in recent years as a treatment for tumors. However, due to the heterogeneity of diseases, only a fraction of patients exhibit a positive response to immune checkpoint inhibitor (ICI) therapy. Various single-gene-based biomarkers and tumor mutational burden (TMB) have been proposed for predicting clinical responses to ICI; however, their predictive ability is limited. We propose the utilization of the Text Graph Convolutional Network (GCN) method to comprehensively assess the impact of multiple genes, aiming to improve the predictive capability for ICI response. We developed TG468, a Text GCN model framing drug response prediction as a text classification task. By combining natural language processing (NLP) and graph neural network techniques, TG468 effectively handles sparse and high-dimensional exome sequencing data. As a result, TG468 can distinguish survival time for patients who received ICI therapy and outperforms single gene biomarkers, TMB and some classical machine learning models. Additionally, TG468's prediction results facilitate the identification of immune status differences among specific patient types in the Cancer Genome Atlas dataset, providing a rationale for the model's predictions. Our approach represents a pioneering use of a GCN model to analyze exome data in patients undergoing ICI therapy and offers inspiration for future research using NLP technology to analyze exome sequencing data.


Subject(s)
Immune Checkpoint Inhibitors , Immunotherapy , Humans , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Exome , Machine Learning , Biomarkers , Biomarkers, Tumor/genetics , Mutation
10.
PLoS Pathog ; 20(6): e1012305, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38905309

ABSTRACT

PoRVA and PEDV coinfections are extremely common in clinical practice. Although coinfections of PoRVA and PEDV are known to result in increased mortality, the underlying mechanism remains unknown. Here, we found that PoRVA infection promoted PEDV infection in vivo and in vitro and that PoRVA G9P[23] (RVA-HNNY strain) enhanced PEDV replication more significantly than did PoRVA G5P[7] (RVA-SXXA strain). Metabolomic analysis revealed that RVA-HNNY more efficiently induced an increase in the intracellular glutamine content in porcine small intestinal epithelial cells than did RVA-SXXA, which more markedly promoted ATP production to facilitate PEDV replication, whereas glutamine deprivation abrogated the effect of PoRVA infection on promoting PEDV replication. Further studies showed that PoRVA infection promoted glutamine uptake by upregulating the expression of the glutamine transporter protein SLC1A5. In SLC1A5 knockout cells, PoRVA infection neither elevated intracellular glutamine nor promoted PEDV replication. During PoRVA infection, the activity and protein expression levels of glutamine catabolism-related enzymes (GLS1 and GLUD1) were also significantly increased promoting ATP production through glutamine anaplerosis into the TCA cycle. Consistent with that, siRNAs or inhibitors of GLS1 and GLUD1 significantly inhibited the promotion of PEDV replication by PoRVA. Notably, RVA-HNNY infection more markedly promoted SLC1A5, GLS1 and GLUD1 expression to more significantly increase the uptake and catabolism of glutamine than RVA-SXXA infection. Collectively, our findings illuminate a novel mechanism by which PoRVA infection promotes PEDV infection and reveal that the modulation of glutamine uptake is key for the different efficiencies of PoRVA G9P[23] and PoRVA G5P[7] in promoting PEDV replication.


Subject(s)
Glutamine , Porcine epidemic diarrhea virus , Virus Replication , Glutamine/metabolism , Animals , Virus Replication/physiology , Swine , Porcine epidemic diarrhea virus/physiology , Coronavirus Infections/metabolism , Coronavirus Infections/virology , Swine Diseases/metabolism , Chlorocebus aethiops
11.
Nat Chem Biol ; 20(7): 847-856, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38167918

ABSTRACT

Pharmacological activation of voltage-gated ion channels by ligands serves as the basis for therapy and mainly involves a classic gating mechanism that augments the native voltage-dependent open probability. Through structure-based virtual screening, we identified a new scaffold compound, Ebio1, serving as a potent and subtype-selective activator for the voltage-gated potassium channel KCNQ2 and featuring a new activation mechanism. Single-channel patch-clamp, cryogenic-electron microscopy and molecular dynamic simulations, along with chemical derivatives, reveal that Ebio1 engages the KCNQ2 activation by generating an extended channel gate with a larger conductance at the saturating voltage (+50 mV). This mechanism is different from the previously observed activation mechanism of ligands on voltage-gated ion channels. Ebio1 caused S6 helices from residues S303 and F305 to perform a twist-to-open movement, which was sufficient to open the KCNQ2 gate. Overall, our findings provide mechanistic insights into the activation of KCNQ2 channel by Ebio1 and lend support for KCNQ-related drug development.


Subject(s)
Ion Channel Gating , KCNQ2 Potassium Channel , Molecular Dynamics Simulation , KCNQ2 Potassium Channel/metabolism , KCNQ2 Potassium Channel/chemistry , Humans , Ion Channel Gating/drug effects , Small Molecule Libraries/pharmacology , Small Molecule Libraries/chemistry , Animals , Patch-Clamp Techniques , Cryoelectron Microscopy , HEK293 Cells , Structure-Activity Relationship
12.
Nature ; 581(7808): 323-328, 2020 05.
Article in English | MEDLINE | ID: mdl-32433611

ABSTRACT

Triacylglycerols store metabolic energy in organisms and have industrial uses as foods and fuels. Excessive accumulation of triacylglycerols in humans causes obesity and is associated with metabolic diseases1. Triacylglycerol synthesis is catalysed by acyl-CoA diacylglycerol acyltransferase (DGAT) enzymes2-4, the structures and catalytic mechanisms of which remain unknown. Here we determined the structure of dimeric human DGAT1, a member of the membrane-bound O-acyltransferase (MBOAT) family, by cryo-electron microscopy at approximately 3.0 Å resolution. DGAT1 forms a homodimer through N-terminal segments and a hydrophobic interface, with putative active sites within the membrane region. A structure obtained with oleoyl-CoA substrate resolved at approximately 3.2 Å shows that the CoA moiety binds DGAT1 on the cytosolic side and the acyl group lies deep within a hydrophobic channel, positioning the acyl-CoA thioester bond near an invariant catalytic histidine residue. The reaction centre is located inside a large cavity, which opens laterally to the membrane bilayer, providing lipid access to the active site. A lipid-like density-possibly representing an acyl-acceptor molecule-is located within the reaction centre, orthogonal to acyl-CoA. Insights provided by the DGAT1 structures, together with mutagenesis and functional studies, provide the basis for a model of the catalysis of triacylglycerol synthesis by DGAT.


Subject(s)
Biocatalysis , Cryoelectron Microscopy , Diacylglycerol O-Acyltransferase/metabolism , Diacylglycerol O-Acyltransferase/ultrastructure , Triglycerides/biosynthesis , Acyl Coenzyme A/chemistry , Acyl Coenzyme A/metabolism , Acyl Coenzyme A/ultrastructure , Acyltransferases/chemistry , Acyltransferases/metabolism , Catalytic Domain , Cell Membrane/chemistry , Cell Membrane/metabolism , Diacylglycerol O-Acyltransferase/chemistry , Histidine/chemistry , Histidine/metabolism , Humans , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Protein Multimerization , Substrate Specificity
13.
Proc Natl Acad Sci U S A ; 120(20): e2216935120, 2023 05 16.
Article in English | MEDLINE | ID: mdl-37155898

ABSTRACT

Age-related macular degeneration, Stargardt disease, and their Abca4-/- mouse model are characterized by accelerated accumulation of the pigment lipofuscin, derived from photoreceptor disc turnover in the retinal pigment epithelium (RPE); lipofuscin accumulation and retinal degeneration both occur earlier in albino mice. Intravitreal injection of superoxide (O2•-) generators reverses lipofuscin accumulation and rescues retinal pathology, but neither the target nor mechanism is known. Here we show that RPE contains thin multi-lamellar membranes (TLMs) resembling photoreceptor discs, which associate with melanolipofuscin granules in pigmented mice but in albinos are 10-fold more abundant and reside in vacuoles. Genetically over-expressing tyrosinase in albinos generates melanosomes and decreases TLM-related lipofuscin. Intravitreal injection of generators of O2•- or nitric oxide (•NO) decreases TLM-related lipofuscin in melanolipofuscin granules of pigmented mice by ~50% in 2 d, but not in albinos. Prompted by evidence that O2•- plus •NO creates a dioxetane on melanin that excites its electrons to a high-energy state (termed "chemiexcitation"), we show that exciting electrons directly using a synthetic dioxetane reverses TLM-related lipofuscin even in albinos; quenching the excited-electron energy blocks this reversal. Melanin chemiexcitation assists in safe photoreceptor disc turnover.


Subject(s)
Macular Degeneration , Melanins , Mice , Animals , Melanins/metabolism , Lipofuscin/metabolism , Macular Degeneration/prevention & control , Macular Degeneration/pathology , Retina/metabolism , Retinal Pigment Epithelium/metabolism , ATP-Binding Cassette Transporters
14.
Proc Natl Acad Sci U S A ; 120(36): e2303758120, 2023 09 05.
Article in English | MEDLINE | ID: mdl-37639582

ABSTRACT

In Arabidopsis thaliana, brassinosteroid (BR) signaling and stomatal development are connected through the SHAGGY/GSK3-like kinase BR INSENSITIVE2 (BIN2). BIN2 is a key negative regulator of BR signaling but it plays a dual role in stomatal development. BIN2 promotes or restricts stomatal asymmetric cell division (ACD) depending on its subcellular localization, which is regulated by the stomatal lineage-specific scaffold protein POLAR. BRs inactivate BIN2, but how they govern stomatal development remains unclear. Mapping the single-cell transcriptome of stomatal lineages after triggering BR signaling with either exogenous BRs or the specific BIN2 inhibitor, bikinin, revealed that the two modes of BR signaling activation generate spatiotemporally distinct transcriptional responses. We established that BIN2 is always sensitive to the inhibitor but, when in a complex with POLAR and its closest homolog POLAR-LIKE1, it becomes protected from BR-mediated inactivation. Subsequently, BR signaling in ACD precursors is attenuated, while it remains active in epidermal cells devoid of scaffolds and undergoing differentiation. Our study demonstrates how scaffold proteins contribute to cellular signal specificity of hormonal responses in plants.


Subject(s)
Arabidopsis Proteins , Arabidopsis , Brassinosteroids , Asymmetric Cell Division , Glycogen Synthase Kinase 3 , Signal Transduction , Cell Differentiation , Arabidopsis/genetics , Protein Kinases/genetics , Arabidopsis Proteins/genetics
15.
Plant Cell ; 34(5): 1822-1843, 2022 04 26.
Article in English | MEDLINE | ID: mdl-35171277

ABSTRACT

Deployment of broad-spectrum disease resistance against multiple pathogen species is an efficient way to control plant diseases. Here, we identify a Microtubule-associated C4HC3-type E3 Ligase (MEL) in both Nicotiana benthamiana and Oryza sativa, and show that it is able to integrate and initiate a series of host immune signaling, conferring broad-spectrum resistance to viral, fungal, and bacterial pathogens. We demonstrate that MEL forms homodimer through intermolecular disulfide bonds between its cysteine residues in the SWIM domain, and interacts with its substrate serine hydroxymethyltrasferase 1 (SHMT1) through the YφNL motif. Ubiquitin ligase activity, homodimerization and YφNL motif are indispensable for MEL to regulate plant immunity by mediating SHMT1 degradation through the 26S proteasome pathway. Our findings provide a fundamental basis for utilizing the MEL-SHMT1 module to generate broad-spectrum-resistant rice to global destructive pathogens including rice stripe virus, Magnaporthe oryzae, and Xanthomonas oryzae pv. oryzae.


Subject(s)
Magnaporthe , Oryza , Xanthomonas , Disease Resistance/genetics , Gene Expression Regulation, Plant , Host-Pathogen Interactions/genetics , Magnaporthe/physiology , Oryza/metabolism , Plant Diseases/microbiology , Plant Proteins/genetics , Plant Proteins/metabolism , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism , Xanthomonas/physiology
16.
Plant Cell ; 34(4): 1171-1188, 2022 03 29.
Article in English | MEDLINE | ID: mdl-35080620

ABSTRACT

Stomata play important roles in gas and water exchange in leaves. The morphological features of stomata and pavement cells are highly plastic and are regulated during development. However, it is very laborious and time-consuming to collect accurate quantitative data from the leaf surface by manual phenotyping. Here, we introduce LeafNet, a tool that automatically localizes stomata, segments pavement cells (to prepare them for quantification), and reports multiple morphological parameters for a variety of leaf epidermal images, especially bright-field microscopy images. LeafNet employs a hierarchical strategy to identify stomata using a deep convolutional network and then segments pavement cells on stomata-masked images using a region merging method. LeafNet achieved promising performance on test images for quantifying different phenotypes of individual stomata and pavement cells compared with six currently available tools, including StomataCounter, Cellpose, PlantSeg, and PaCeQuant. LeafNet shows great flexibility, and we improved its ability to analyze bright-field images from a broad range of species as well as confocal images using transfer learning. Large-scale images of leaves can be efficiently processed in batch mode and interactively inspected with a graphic user interface or a web server (https://leafnet.whu.edu.cn/). The functionalities of LeafNet could easily be extended and will enhance the efficiency and productivity of leaf phenotyping for many plant biologists.


Subject(s)
Microscopy , Plant Leaves , Phenotype , Plant Stomata , Plants
17.
FASEB J ; 38(7): e23565, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38558188

ABSTRACT

Circadian rhythms in metabolically active tissues are crucial for maintaining physical health. Circadian disturbance (CD) can cause various health issues, such as metabolic abnormalities and immune and cognitive dysfunctions. However, studies on the role of CD in immune cell development and differentiation, as well as the rhythmic expression of the core clock genes and their altered expression under CD, remain unclear. Therefore, we exposed C57bl/6j mice to repeated reversed light-dark cycles for 90 days to research the effects of CD on bone marrow (BM) hematopoietic function. We also researched the effects of CD on endogenous circadian rhythms, temporally dependent expression in peripheral blood and myeloid leukocytes, environmental homeostasis within BM, and circadian oscillations of hematopoietic-extrinsic cues. Our results confirmed that when the light and dark cycles around mice were frequently reversed, the circadian rhythmic expression of the two main circadian rhythm markers, the hypothalamic clock gene, and serum melatonin, was disturbed, indicating that the body was in a state of endogenous CD. Furthermore, CD altered the temporally dependent expression of peripheral blood and BM leukocytes and destroyed environmental homeostasis within the BM as well as circadian oscillations of hematopoietic-extrinsic cues, which may negatively affect BM hematopoiesis in mice. Collectively, these results demonstrate that circadian rhythms are vital for maintaining health and suggest that the association between CD and hematopoietic dysfunction warrants further investigation.


Subject(s)
Bone Marrow , Circadian Clocks , Mice , Animals , Bone Marrow/metabolism , Photoperiod , Circadian Rhythm/physiology , Hematopoietic Stem Cells/metabolism , Mice, Inbred C57BL , Circadian Clocks/genetics
18.
Circ Res ; 132(3): 339-354, 2023 02 03.
Article in English | MEDLINE | ID: mdl-36625267

ABSTRACT

BACKGROUND: During long-term antiplatelet agents (APAs) administration, patients with thrombotic diseases take a fairly high risk of life-threatening bleeding, especially when in need of urgent surgery. Rapid functional reversal of APAs remains an issue yet to be efficiently resolved by far due to the lack of any specific reversal agent in the clinic, which greatly restricts the use of APAs. METHODS: Flow cytometry analysis was first applied to assess the dose-dependent reversal activity of platelet-mimicking perfluorocarbon-based nanosponges (PLT-PFCs) toward ticagrelor. The tail bleeding time of mice treated with APAs followed by PLT-PFCs was recorded at different time points, along with corresponding pharmacokinetic analysis of ticagrelor and tirofiban. A hemorrhagic transformation model was established in experimental stroke mice with thrombolytic/antiplatelet therapy. Magnetic resonance imaging was subsequently applied to observe hemorrhage and thrombosis in vivo. Further evaluation of the spontaneous clot formation activity of PLT-PFCs was achieved by clot retraction assay in vitro. RESULTS: PLT-PFCs potently reversed the antiplatelet effect of APAs by competitively binding with APAs. PLT-PFCs showed high binding affinity comparable to fresh platelets in vitro with first-line APAs, ticagrelor and tirofiban, and efficiently reversed their function in both tail bleeding and postischemic-reperfusion models. Moreover, the deficiency of platelet intrinsic thrombotic activity diminished the risk of thrombogenesis. CONCLUSIONS: This study demonstrated the safety and effectiveness of platelet-mimicking nanosponges in ameliorating the bleeding risk of different APAs, which offers a promising strategy for the management of bleeding complications induced by antiplatelet therapy.


Subject(s)
Platelet Aggregation Inhibitors , Thrombosis , Animals , Mice , Platelet Aggregation Inhibitors/adverse effects , Blood Platelets , Ticagrelor/adverse effects , Tirofiban/adverse effects , Hemorrhage/chemically induced , Thrombosis/drug therapy , Thrombosis/prevention & control , Thrombosis/chemically induced
19.
Chem Rev ; 123(9): 5347-5420, 2023 05 10.
Article in English | MEDLINE | ID: mdl-37043332

ABSTRACT

Enzymatic catalysis has fueled considerable interest from chemists due to its high efficiency and selectivity. However, the structural complexity and vulnerability hamper the application potentials of enzymes. Driven by the practical demand for chemical conversion, there is a long-sought quest for bioinspired catalysts reproducing and even surpassing the functions of natural enzymes. As nanoporous materials with high surface areas and crystallinity, metal-organic frameworks (MOFs) represent an exquisite case of how natural enzymes and their active sites are integrated into porous solids, affording bioinspired heterogeneous catalysts with superior stability and customizable structures. In this review, we comprehensively summarize the advances of bioinspired MOFs for catalysis, discuss the design principle of various MOF-based catalysts, such as MOF-enzyme composites and MOFs embedded with active sites, and explore the utility of these catalysts in different reactions. The advantages of MOFs as enzyme mimetics are also highlighted, including confinement, templating effects, and functionality, in comparison with homogeneous supramolecular catalysts. A perspective is provided to discuss potential solutions addressing current challenges in MOF catalysis.


Subject(s)
Biomimetics , Metal-Organic Frameworks , Metal-Organic Frameworks/chemistry , Catalysis , Porosity , Catalytic Domain
20.
Mol Cell ; 68(5): 993-1005.e9, 2017 Dec 07.
Article in English | MEDLINE | ID: mdl-29107537

ABSTRACT

Gene expression can be post-transcriptionally regulated via dynamic and reversible RNA modifications. N1-methyladenosine (m1A) is a recently identified mRNA modification; however, little is known about its precise location and biogenesis. Here, we develop a base-resolution m1A profiling method, based on m1A-induced misincorporation during reverse transcription, and report distinct classes of m1A methylome in the human transcriptome. m1A in 5' UTR, particularly those at the mRNA cap, associate with increased translation efficiency. A different, small subset of m1A exhibit a GUUCRA tRNA-like motif, are evenly distributed in the transcriptome, and are dependent on the methyltransferase TRMT6/61A. Additionally, we show that m1A is prevalent in the mitochondrial-encoded transcripts. Manipulation of m1A level via TRMT61B, a mitochondria-localizing m1A methyltransferase, demonstrates that m1A in mitochondrial mRNA interferes with translation. Collectively, our approaches reveal distinct classes of m1A methylome and provide a resource for functional studies of m1A-mediated epitranscriptomic regulation.


Subject(s)
Adenosine/analogs & derivatives , Cell Nucleus/metabolism , Mitochondria/metabolism , RNA Processing, Post-Transcriptional , RNA, Messenger/metabolism , RNA, Transfer/metabolism , Single Molecule Imaging/methods , 5' Untranslated Regions , Adenosine/metabolism , HEK293 Cells , Humans , Mitochondrial Proteins/biosynthesis , Mitochondrial Proteins/genetics , Nuclear Proteins/biosynthesis , Nuclear Proteins/genetics , Protein Biosynthesis , RNA Caps , RNA Interference , RNA, Messenger/genetics , RNA, Transfer/genetics , Transfection , tRNA Methyltransferases/genetics , tRNA Methyltransferases/metabolism
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