18 research outputs found
Distinct sites in E-cadherin regulate different steps in Drosophila tracheal tube fusion.
We have investigated how E-cadherin controls the
elaboration of adherens junction associated cytoskeletal
structures crucial for assembling tubular networks. During
Drosophila development, tracheal branches are joined at
branch tips through lumens that traverse doughnut-shaped
fusion cells. Fusion cells form E-cadherin contacts
associated with a track that contains F-actin, microtubules,
and Shot, a plakin that binds F-actin and microtubules.
Live imaging reveals that fusion occurs as the fusion cell
apical surfaces meet after invaginating along the track.
Initial track assembly requires E-cadherin binding to b-
catenin. Surprisingly, E-cadherin also controls track
maturation via a juxtamembrane site in the cytoplasmic
domain. Fusion cells expressing an E-cadherin mutant in
this site form incomplete tracks that contain F-actin and
Shot, but lack microtubules. These results indicate that Ecadherin
controls track initiation and maturation using
distinct, evolutionarily conserved signals to F-actin and
microtubules, and employs Shot to promote adherens
junction-associated cytoskeletal assembly.The authors thank K. Miller, T. Uemura, M. Peifer and S. Myster,
A. Pacquelet, P. Rorth, S. Rogers, R. Vale, G. Beitel, U. Tepass and
E. Giniger for providing fly stocks and reagents. Hanwei Cao provided
excellent technical assistance. D. Greenstein,V. Bennett and
anonymous reviewers provided helpful comments on the manuscript.
One reviewer prompted us to carry out the co-expression experiment.
We also thank A. Reynolds for helpful discussions. This research was
supported by NIH RO1 GM62101 to P.A.K
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
Bidirectional Encoder Representations from Transformers (BERT) reach
state-of-the-art results in a variety of Natural Language Processing tasks.
However, understanding of their internal functioning is still insufficient and
unsatisfactory. In order to better understand BERT and other Transformer-based
models, we present a layer-wise analysis of BERT's hidden states. Unlike
previous research, which mainly focuses on explaining Transformer models by
their attention weights, we argue that hidden states contain equally valuable
information. Specifically, our analysis focuses on models fine-tuned on the
task of Question Answering (QA) as an example of a complex downstream task. We
inspect how QA models transform token vectors in order to find the correct
answer. To this end, we apply a set of general and QA-specific probing tasks
that reveal the information stored in each representation layer. Our
qualitative analysis of hidden state visualizations provides additional
insights into BERT's reasoning process. Our results show that the
transformations within BERT go through phases that are related to traditional
pipeline tasks. The system can therefore implicitly incorporate task-specific
information into its token representations. Furthermore, our analysis reveals
that fine-tuning has little impact on the models' semantic abilities and that
prediction errors can be recognized in the vector representations of even early
layers.Comment: Accepted at CIKM 201
Modulation of Neutrophil Function by a Secreted Mucinase of Escherichia coli O157∶H7
Escherichia coli O157∶H7 is a human enteric pathogen that causes hemorrhagic colitis which can progress to hemolytic uremic syndrome, a severe kidney disease with immune involvement. During infection, E. coli O157∶H7 secretes StcE, a metalloprotease that promotes the formation of attaching and effacing lesions and inhibits the complement cascade via cleavage of mucin-type glycoproteins. We found that StcE cleaved the mucin-like, immune cell-restricted glycoproteins CD43 and CD45 on the neutrophil surface and altered neutrophil function. Treatment of human neutrophils with StcE led to increased respiratory burst production and increased cell adhesion. StcE-treated neutrophils exhibited an elongated morphology with defective rear detachment and impaired migration, suggesting that removal of the anti-adhesive capability of CD43 by StcE impairs rear release. Use of zebrafish embryos to model neutrophil migration revealed that StcE induced neutrophil retention in the fin after tissue wounding, suggesting that StcE modulates neutrophil-mediated inflammation in vivo. Neutrophils are crucial innate effectors of the antibacterial immune response and can contribute to severe complications caused by infection with E. coli O157∶H7. Our data suggest that the StcE mucinase can play an immunomodulatory role by directly altering neutrophil function during infection. StcE may contribute to inflammation and tissue destruction by mediating inappropriate neutrophil adhesion and activation
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Biallelic PRMT7 pathogenic variants are associated with a recognizable syndromic neurodevelopmental disorder with short stature, obesity, and craniofacial and digital abnormalities.
PURPOSE: Protein arginine methyltransferase 7 (PRMT7) is a member of a family of enzymes that catalyzes the methylation of arginine residues on several protein substrates. Biallelic pathogenic PRMT7 variants have previously been associated with a syndromic neurodevelopmental disorder characterized by short stature, brachydactyly, intellectual developmental disability, and seizures. To our knowledge, no comprehensive study describes the detailed clinical characteristics of this syndrome. Thus, we aim to delineate the phenotypic spectrum of PRMT7-related disorder. METHODS: We assembled a cohort of 51 affected individuals from 39 different families, gathering clinical information from 36 newly described affected individuals and reviewing data of 15 individuals from the literature. RESULTS: The main clinical characteristics of the PRMT7-related syndrome are short stature, mild to severe developmental delay/intellectual disability, hypotonia, brachydactyly, and distinct facial morphology, including bifrontal narrowing, prominent supraorbital ridges, sparse eyebrows, short nose with full/broad nasal tip, thin upper lip, full and everted lower lip, and a prominent or squared-off jaw. Additional variable findings include seizures, obesity, nonspecific magnetic resonance imaging abnormalities, eye abnormalities (i.e., strabismus or nystagmus), and hearing loss. CONCLUSION: This study further delineates and expands the molecular, phenotypic spectrum and natural history of PRMT7-related syndrome characterized by a neurodevelopmental disorder with skeletal, growth, and endocrine abnormalities
The F-actin-microtubule crosslinker Shot is a platform for Krasavietz-mediated translational regulation of midline axon repulsion.
Axon extension and guidance require a coordinated assembly of F-actin and microtubules as well as regulated translation. The molecular basis of how the translation of mRNAs encoding guidance proteins could be closely tied to the pace of cytoskeletal assembly is poorly understood. Previous studies have shown that the F-actin-microtubule crosslinker Short stop (Shot) is required for motor and sensory axon extension in the Drosophila embryo. Here, we provide biochemical and genetic evidence that Shot functions with a novel translation inhibitor, Krasavietz (Kra, Exba), to steer longitudinally directed CNS axons away from the midline. Kra binds directly to the C-terminus of Shot, and this interaction is required for the activity of Shot to support midline axon repulsion. shot and kra mutations lead to weak robo-like phenotypes, and synergistically affect midline avoidance of CNS axons. We also show that shot and kra dominantly enhance the frequency of midline crossovers in embryos heterozygous for slit or robo, and that in kra mutant embryos, some Robo-positive axons ectopically cross the midline that normally expresses the repellent Slit. Finally, we demonstrate that Kra also interacts with the translation initiation factor eIF2β and inhibits translation in vitro. Together, these data suggest that Kra-mediated translational regulation plays important roles in midline axon repulsion and that Shot functions as a direct physical link between translational regulation and cytoskeleton reorganization.This work was supported by funds from the
Brain Research Center of the 21st Century Frontier, the Basic Research Program
of the Korea Science and Engineering Foundation (R01-2006-000-10487-0)
and the Korea Research Foundation (KRF-2003-015-C00472 and KRF-2006-
0409-20060081)
Biallelic PRMT7 pathogenic variants are associated with a recognizable syndromic neurodevelopmental disorder with short stature, obesity, and craniofacial and digital abnormalities
Purpose: Protein arginine methyltransferase 7 (PRMT7) is a member of a family of enzymes that catalyzes the methylation of arginine residues on several protein substrates. Biallelic pathogenic PRMT7 variants have previously been associated with a syndromic neurodevelopmental disorder characterized by short stature, brachydactyly, intellectual developmental disability, and seizures. To our knowledge, no comprehensive study describes the detailed clinical characteristics of this syndrome. Thus, we aim to delineate the phenotypic spectrum of PRMT7-related disorder.Methods: We assembled a cohort of 51 affected individuals from 39 different families, gathering clinical information from 36 newly described affected individuals and reviewing data of 15 individuals from the literature.Results: The main clinical characteristics of the PRMT7-related syndrome are short stature, mild to severe developmental delay/intellectual disability, hypotonia, brachydactyly, and distinct facial morphology, including bifrontal narrowing, prominent supraorbital ridges, sparse eyebrows, short nose with full/broad nasal tip, thin upper lip, full and everted lower lip, and a prominent or squared-off jaw. Additional variable findings include seizures, obesity, nonspecific magnetic resonance imaging abnormalities, eye abnormalities (i.e., strabismus or nystagmus), and hearing loss.Conclusion: This study further delineates and expands the molecular, phenotypic spectrum and natural history of PRMT7-related syndrome characterized by a neurodevelopmental disorder with skeletal, growth, and endocrine abnormalities. (c) 2022 The Authors. Published by Elsevier Inc. on behalf of American College of Medical Genetics and Genomics
Biallelic PRMT7 pathogenic variants are associated with a recognizable syndromic neurodevelopmental disorder with short stature, obesity, and craniofacial and digital abnormalities.
PURPOSE: Protein arginine methyltransferase 7 (PRMT7) is a member of a family of enzymes that catalyzes the methylation of arginine residues on several protein substrates. Biallelic pathogenic PRMT7 variants have previously been associated with a syndromic neurodevelopmental disorder characterized by short stature, brachydactyly, intellectual developmental disability, and seizures. To our knowledge, no comprehensive study describes the detailed clinical characteristics of this syndrome. Thus, we aim to delineate the phenotypic spectrum of PRMT7-related disorder. METHODS: We assembled a cohort of 51 affected individuals from 39 different families, gathering clinical information from 36 newly described affected individuals and reviewing data of 15 individuals from the literature. RESULTS: The main clinical characteristics of the PRMT7-related syndrome are short stature, mild to severe developmental delay/intellectual disability, hypotonia, brachydactyly, and distinct facial morphology, including bifrontal narrowing, prominent supraorbital ridges, sparse eyebrows, short nose with full/broad nasal tip, thin upper lip, full and everted lower lip, and a prominent or squared-off jaw. Additional variable findings include seizures, obesity, nonspecific magnetic resonance imaging abnormalities, eye abnormalities (i.e., strabismus or nystagmus), and hearing loss. CONCLUSION: This study further delineates and expands the molecular, phenotypic spectrum and natural history of PRMT7-related syndrome characterized by a neurodevelopmental disorder with skeletal, growth, and endocrine abnormalities