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1.
Eur J Med Res ; 29(1): 371, 2024 Jul 17.
Article in English | MEDLINE | ID: mdl-39014509

ABSTRACT

Primary Sjögren's syndrome (pSS) is a chronic autoimmune disease primarily affecting exocrine glands such as the salivary glands, leading to impaired secretion and sicca symptoms. As the mainstay of salivation, salivary gland epithelial cells (SGECs) have an important role in the pathology of pSS. Emerging evidence suggests that the interplay between immunological factors and SGECs may not be the initial trigger or the sole mechanism responsible for xerostomia in pSS, challenging conventional perceptions. To deepen our understanding, current research regarding SGECs in pSS was reviewed. Among the extensive aberrations in cellular architecture and function, this review highlighted certain alterations of SGECs that were identified to occur independently of or in absence of lymphocytic infiltration. In particular, some of these alterations may serve as upstream factors of immuno-inflammatory responses. These findings underscore the significance of introspecting the pathogenesis of pSS and developing interventions targeting SGECs in the early stages of the disease.


Subject(s)
Epithelial Cells , Salivary Glands , Sjogren's Syndrome , Sjogren's Syndrome/pathology , Sjogren's Syndrome/immunology , Humans , Epithelial Cells/pathology , Salivary Glands/pathology
2.
Sci Robot ; 5(39)2020 02 26.
Article in English | MEDLINE | ID: mdl-33022604

ABSTRACT

Socially assistive robotics (SAR) has great potential to provide accessible, affordable, and personalized therapeutic interventions for children with autism spectrum disorders (ASD). However, human-robot interaction (HRI) methods are still limited in their ability to autonomously recognize and respond to behavioral cues, especially in atypical users and everyday settings. This work applies supervised machine-learning algorithms to model user engagement in the context of long-term, in-home SAR interventions for children with ASD. Specifically, we present two types of engagement models for each user: (i) generalized models trained on data from different users and (ii) individualized models trained on an early subset of the user's data. The models achieved about 90% accuracy (AUROC) for post hoc binary classification of engagement, despite the high variance in data observed across users, sessions, and engagement states. Moreover, temporal patterns in model predictions could be used to reliably initiate reengagement actions at appropriate times. These results validate the feasibility and challenges of recognition and response to user disengagement in long-term, real-world HRI settings. The contributions of this work also inform the design of engaging and personalized HRI, especially for the ASD community.


Subject(s)
Autism Spectrum Disorder/psychology , Autism Spectrum Disorder/therapy , Robotics/instrumentation , Self-Help Devices , Social Behavior , Algorithms , Child , Child Behavior , Communication Aids for Disabled , Cues , Feasibility Studies , Home Care Services , Humans , Models, Psychological , Models, Theoretical , Precision Medicine/instrumentation , Precision Medicine/statistics & numerical data , Robotics/statistics & numerical data , Supervised Machine Learning , User-Computer Interface
3.
Front Robot AI ; 6: 110, 2019.
Article in English | MEDLINE | ID: mdl-33501125

ABSTRACT

Socially assistive robots (SAR) have shown great potential to augment the social and educational development of children with autism spectrum disorders (ASD). As SAR continues to substantiate itself as an effective enhancement to human intervention, researchers have sought to study its longitudinal impacts in real-world environments, including the home. Computational personalization stands out as a central computational challenge as it is necessary to enable SAR systems to adapt to each child's unique and changing needs. Toward that end, we formalized personalization as a hierarchical human robot learning framework (hHRL) consisting of five controllers (disclosure, promise, instruction, feedback, and inquiry) mediated by a meta-controller that utilized reinforcement learning to personalize instruction challenge levels and robot feedback based on each user's unique learning patterns. We instantiated and evaluated the approach in a study with 17 children with ASD, aged 3-7 years old, over month-long interventions in their homes. Our findings demonstrate that the fully autonomous SAR system was able to personalize its instruction and feedback over time to each child's proficiency. As a result, every child participant showed improvements in targeted skills and long-term retention of intervention content. Moreover, all child users were engaged for a majority of the intervention, and their families reported the SAR system to be useful and adaptable. In summary, our results show that autonomous, personalized SAR interventions are both feasible and effective in providing long-term in-home developmental support for children with diverse learning needs.

4.
RNA ; 24(5): 739-748, 2018 05.
Article in English | MEDLINE | ID: mdl-29440319

ABSTRACT

Tudor staphylococcal nuclease (TSN) is an evolutionarily conserved ribonuclease in eukaryotes that is composed of five staphylococcal nuclease-like domains (SN1-SN5) and a Tudor domain. TSN degrades hyper-edited double-stranded RNA, including primary miRNA precursors containing multiple I•U and U•I pairs, and mature miRNA during miRNA decay. However, how TSN binds and degrades its RNA substrates remains unclear. Here, we show that the C. elegans TSN (cTSN) is a monomeric Ca2+-dependent ribonuclease, cleaving RNA chains at the 5'-side of the phosphodiester linkage to produce degraded fragments with 5'-hydroxyl and 3'-phosphate ends. cTSN degrades single-stranded RNA and double-stranded RNA containing mismatched base pairs, but is not restricted to those containing multiple I•U and U•I pairs. cTSN has at least two catalytic active sites located in the SN1 and SN3 domains, since mutations of the putative Ca2+-binding residues in these two domains strongly impaired its ribonuclease activity. We further show by small-angle X-ray scattering that rice osTSN has a flexible two-lobed structure with open to closed conformations, indicating that TSN may change its conformation upon RNA binding. We conclude that TSN is a structure-specific ribonuclease targeting not only single-stranded RNA, but also unstructured regions of double-stranded RNA. This study provides the molecular basis for how TSN cooperates with RNA editing to eliminate duplex RNA in cell defense, and how TSN selects and degrades RNA during microRNA decay.


Subject(s)
Caenorhabditis elegans Proteins/metabolism , MicroRNAs/metabolism , RNA Stability , Ribonucleases/metabolism , Caenorhabditis elegans Proteins/chemistry , Calcium/metabolism , Catalytic Domain , Inosine/analysis , RNA/metabolism , RNA, Double-Stranded/chemistry , RNA, Double-Stranded/metabolism , Ribonucleases/chemistry
5.
J Am Chem Soc ; 134(51): 20722-7, 2012 Dec 26.
Article in English | MEDLINE | ID: mdl-23240683

ABSTRACT

Several biological processes involve glycans, yet understanding their ligand specificities is impeded by their inherent diversity and difficult acquisition. Generating broad synthetic sugar libraries for bioevaluations is a powerful tool in unraveling glycan structural information. In the case of the widely distributed heparan sulfate (HS), however, the 48 theoretical possibilities for its repeating disaccharide call for synthetic approaches that should minimize the effort in an undoubtedly huge undertaking. Here we employed a divergent strategy to afford all 48 HS-based disaccharides from just two orthogonally protected disaccharide precursors. Different combinations and sequence of transformation steps were applied with many downstream intermediates leading up to multiple target products. With the full disaccharide library in hand, affinity screening with fibroblast growth factor-1 (FGF-1) revealed that four of the synthetic sugars bind to FGF-1. The molecular details of the interaction were further clarified through X-ray analysis of the sugar-protein cocrystals. The capability of comprehensive sugar libraries in providing key insights in glycan-ligand interaction is, thus, highlighted.


Subject(s)
Disaccharides/chemistry , Disaccharides/pharmacology , Fibroblast Growth Factor 1/metabolism , Heparitin Sulfate/chemistry , Heparitin Sulfate/pharmacology , Binding Sites , Fibroblast Growth Factor 1/chemistry , Humans , Models, Molecular , Protein Binding
6.
J Am Chem Soc ; 134(21): 8988-95, 2012 May 30.
Article in English | MEDLINE | ID: mdl-22587381

ABSTRACT

Numerous biomolecules possess α-D-glucosamine as structural component. However, chemical glycosylations aimed at this backbone are usually not easily attained without generating the unwanted ß-isomer. We report herein a versatile approach in affording full α-stereoselectivity built upon a carefully selected set of orthogonal protecting groups on a D-glucosaminyl donor. The excellent stereoselectivity provided by the protecting group combination was found independent of leaving groups and activators. With the trichloroacetimidate as the optimum donor leaving group, core skeletons of glycosylphosphatidyl inositol anchors, heparosan, heparan sulfate, and heparin were efficiently assembled. The orthogonal protecting groups were successfully manipulated to further carry out the total syntheses of heparosan tri- and pentasaccharides and heparin di-, tetra-, hexa-, and octasaccharide analogues. Using the heparin analogues, heparin-binding hemagglutinin, a virulence factor of Mycobacterium tuberculosis, was found to bind at least six sugar units with the interaction notably being entropically driven.


Subject(s)
Disaccharides/chemistry , Disaccharides/chemical synthesis , Glucosamine/metabolism , Heparin/analogs & derivatives , Heparin/chemical synthesis , Lectins/metabolism , Mycobacterium tuberculosis , Disaccharides/metabolism , Glucosamine/chemistry , Glycosylation , Heparin/metabolism , Lectins/chemistry , Peptide Fragments/metabolism , Stereoisomerism , Substrate Specificity
7.
Mol Cell Biol ; 29(2): 448-57, 2009 Jan.
Article in English | MEDLINE | ID: mdl-18981218

ABSTRACT

Cell death related nuclease 4 (CRN-4) is one of the apoptotic nucleases involved in DNA degradation in Caenorhabditis elegans. To understand how CRN-4 is involved in apoptotic DNA fragmentation, we analyzed CRN-4's biochemical properties, in vivo cell functions, and the crystal structures of CRN-4 in apo-form, Mn(2+)-bound active form, and Er(3+)-bound inactive form. CRN-4 is a dimeric nuclease with the optimal enzyme activity in cleaving double-stranded DNA in apoptotic salt conditions. Both mutational studies and the structures of the Mn(2+)-bound CRN-4 revealed the geometry of the functional nuclease active site in the N-terminal DEDDh domain. The C-terminal domain, termed the Zn-domain, contains basic surface residues ideal for nucleic acid recognition and is involved in DNA binding, as confirmed by deletion assays. Cell death analysis in C. elegans further demonstrated that both the nuclease active site and the Zn-domain are required for crn-4's function in apoptosis. Combining all of the data, we suggest a structural model where chromosomal DNA is bound at the Zn-domain and cleaved at the DEDDh nuclease domain in CRN-4 when the cell is undergoing apoptosis.


Subject(s)
Apoptosis/physiology , Caenorhabditis elegans Proteins/chemistry , DNA Fragmentation , Endodeoxyribonucleases/chemistry , Endonucleases/chemistry , Amino Acid Motifs , Animals , Caenorhabditis elegans/metabolism , Caenorhabditis elegans Proteins/metabolism , Calcium/metabolism , Catalytic Domain , Crystallography, X-Ray , DNA, Helminth/metabolism , Dimerization , Endodeoxyribonucleases/metabolism , Endonucleases/metabolism , Hydrogen-Ion Concentration , Magnesium/metabolism , Models, Molecular , Protein Conformation , Protein Structure, Tertiary , Zinc/metabolism
8.
RNA ; 14(11): 2361-71, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18812438

ABSTRACT

Bacterial polynucleotide phosphorylase (PNPase) plays a major role in mRNA turnover by the degradation of RNA from the 3'- to 5'-ends. Here, we determined the crystal structures of the wild-type and a C-terminal KH/S1 domain-truncated mutant (DeltaKH/S1) of Escherichia coli PNPase at resolutions of 2.6 A and 2.8 A, respectively. The six RNase PH domains of the trimeric PNPase assemble into a ring-like structure containing a central channel. The truncated mutant DeltaKH/S1 bound and cleaved RNA less efficiently with an eightfold reduced binding affinity. Thermal melting and acid-induced trimer dissociation studies, analyzed by circular dichroism and dynamic light scattering, further showed that DeltaKH/S1 formed a less stable trimer than the full-length PNPase. The crystal structure of DeltaKH/S1 is more expanded, containing a slightly wider central channel than that of the wild-type PNPase, suggesting that the KH/S1 domain helps PNPase to assemble into a more compact trimer, and it regulates the channel size allosterically. Moreover, site-directed mutagenesis of several arginine residues in the channel neck regions produced defective PNPases that either bound and cleaved RNA less efficiently or generated longer cleaved oligonucleotide products, indicating that these arginines were involved in RNA binding and processive degradation. Taking these results together, we conclude that the constricted central channel and the basic-charged residues in the channel necks of PNPase play crucial roles in trapping RNA for processive exonucleolytic degradation.


Subject(s)
Escherichia coli Proteins/chemistry , Escherichia coli/enzymology , Polyribonucleotide Nucleotidyltransferase/chemistry , Amino Acid Sequence , Arginine/chemistry , Arginine/genetics , Crystallography , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Molecular Sequence Data , Polyribonucleotide Nucleotidyltransferase/genetics , Polyribonucleotide Nucleotidyltransferase/metabolism , Protein Structure, Tertiary , RNA Processing, Post-Transcriptional , RNA Stability/genetics , RNA, Messenger/chemistry , RNA, Messenger/metabolism
9.
Protein Sci ; 15(2): 269-80, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16434744

ABSTRACT

The nuclease domain of ColE7 (N-ColE7) contains an H-N-H motif that folds in a beta beta alpha-metal topology. Here we report the crystal structures of a Zn2+-bound N-ColE7 (H545E mutant) in complex with a 12-bp duplex DNA and a Ni2+-bound N-ColE7 in complex with the inhibitor Im7 at a resolution of 2.5 A and 2.0 A, respectively. Metal-dependent cleavage assays showed that N-ColE7 cleaves double-stranded DNA with a single metal ion cofactor, Ni2+, Mg2+, Mn2+, and Zn2+. ColE7 purified from Escherichia coli contains an endogenous zinc ion that was not replaced by Mg2+ at concentrations of <25 mM, indicating that zinc is the physiologically relevant metal ion in N-ColE7 in host E. coli. In the crystal structure of N-ColE7/DNA complex, the zinc ion is directly coordinated to three histidines and the DNA scissile phosphate in a tetrahedral geometry. In contrast, Ni2+ is bound in N-ColE7 in two different modes, to four ligands (three histidines and one phosphate ion), or to five ligands with an additional water molecule. These data suggest that the divalent metal ion in the His-metal finger motif can be coordinated to six ligands, such as Mg2+ in I-PpoI, Serratia nuclease and Vvn, five ligands or four ligands, such as Ni2+ or Zn2+ in ColE7. Universally, the metal ion in the His-metal finger motif is bound to the DNA scissile phosphate and serves three roles during hydrolysis: polarization of the P-O bond for nucleophilic attack, stabilization of the phosphoanion transition state and stabilization of the cleaved product.


Subject(s)
Bacterial Proteins/chemistry , Colicins/chemistry , Escherichia coli Proteins/chemistry , Nickel/chemistry , Zinc/chemistry , Amino Acid Motifs , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Binding Sites , Cations, Divalent/metabolism , Colicins/genetics , Colicins/metabolism , Crystallography, X-Ray , DNA, Bacterial/genetics , DNA, Bacterial/metabolism , Enzyme Stability , Escherichia coli , Escherichia coli Proteins/genetics , Escherichia coli Proteins/metabolism , Histidine/chemistry , Histidine/genetics , Models, Molecular , Mutation/genetics , Nickel/pharmacology , Protein Binding , Protein Conformation , Zinc/pharmacology
10.
J Mol Biol ; 356(1): 22-31, 2006 Feb 10.
Article in English | MEDLINE | ID: mdl-16360169

ABSTRACT

ColE7 is a nuclease-type colicin released from Escherichia coli to kill sensitive bacterial cells by degrading the nucleic acid molecules in their cytoplasm. ColE7 is classified as one of the group A colicins, since the N-terminal translocation domain (T-domain) of the nuclease-type colicins interact with specific membrane-bound or periplasmic Tol proteins during protein import. Here, we show that if the N-terminal tail of ColE7 is deleted, ColE7 (residues 63-576) loses its bactericidal activity against E.coli. Moreover, TolB protein interacts directly with the T-domain of ColE7 (residues 1-316), but not with the N-terminal deleted T-domain (residues 60-316), as detected by co-immunoprecipitation experiments, confirming that the N-terminal tail is required for ColE7 interactions with TolB. The crystal structure of the N-terminal tail deleted ColE7 T-domain was determined by the multi-wavelength anomalous dispersion method at a resolution of 1.7 angstroms. The structure of the ColE7 T-domain superimposes well with the T-domain of ColE3 and TR-domain of ColB, a group A Tol-dependent colicin and a group B TonB-dependent colicin, respectively. The structural resemblance of group A and B colicins implies that the two groups of colicins may share a mechanistic connection during cellular import.


Subject(s)
Cell Membrane/metabolism , Colicins/chemistry , Colicins/metabolism , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/metabolism , Escherichia coli/chemistry , Amino Acid Sequence , Cell Membrane/chemistry , Cell Proliferation , Colicins/genetics , Conserved Sequence , Crystallography, X-Ray , Escherichia coli/cytology , Escherichia coli/genetics , Escherichia coli Proteins/genetics , Models, Molecular , Molecular Sequence Data , Periplasmic Proteins/metabolism , Protein Binding , Protein Structure, Quaternary , Protein Structure, Tertiary , Protein Transport , Sequence Alignment , Sequence Homology, Amino Acid , Structural Homology, Protein
11.
J Biol Chem ; 280(26): 24663-8, 2005 Jul 01.
Article in English | MEDLINE | ID: mdl-15857830

ABSTRACT

Colicin E7 (ColE7), a nuclease toxin released from Escherichia coli, kills susceptible bacteria under environmental stress. Nuclease colicins are processed during translocation with only the cytotoxic nuclease domains traversing the inner membrane to cleave tRNA, rRNA, or DNA in the cytoplasm of target cells. In this study, we show that the E. coli periplasmic extract cleaves ColE7 between Lys(446) and Arg(447) in the presence or absence of its inhibitor Im7 protein. Several residues near cleavage sites were mutated, but only mutants of Arg(447) completely lost in vivo cell-killing activity. Both the full-length and the nuclease domain of Arg(447) mutants retained their nuclease activities, indicating that failure to kill cells was not a consequence of damage to the endonuclease activity of the enzyme. Moreover, the R447E ColE7 mutant was not cleaved at its 447 site by periplasmic extracts or transported into the cytoplasm of target cells. Collectively, these results suggest that ColE7 is cleaved at Arg(447) during translocation and that cleavage is an essential step for ColE7 import into the cytoplasm of target cells and its cell-killing activity. Conserved basic residues aligned with Arg(447) have also been found in other nuclease colicins, implying that the processing at this position may be common to other colicins during translocation.


Subject(s)
Colicins/chemistry , Amino Acid Sequence , Arginine/chemistry , Arginine/metabolism , Binding Sites , Blotting, Western , Circular Dichroism , Cytoplasm/metabolism , DNA/chemistry , Deoxyribonucleases/metabolism , Dose-Response Relationship, Drug , Electrophoresis, Polyacrylamide Gel , Endonucleases/metabolism , Escherichia coli/metabolism , Escherichia coli Proteins/chemistry , Fluorescence Resonance Energy Transfer , Kinetics , Lysine/chemistry , Models, Molecular , Molecular Sequence Data , Multiprotein Complexes/chemistry , Mutation , Periplasm/metabolism , Plasmids/metabolism , Protein Binding , Protein Conformation , Protein Structure, Tertiary , Protein Transport , Spectrometry, Fluorescence , Temperature , Time Factors , Tryptophan/chemistry
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