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1.
Immunity ; 48(4): 702-715.e4, 2018 04 17.
Artículo en Inglés | MEDLINE | ID: mdl-29669250

RESUMEN

Higher- or lower-affinity germinal center (GC) B cells are directed either to plasma cell or GC recycling, respectively; however, how commitment to the plasma cell fate takes place is unclear. We found that a population of light zone (LZ) GC cells, Bcl6loCD69hi expressing a transcription factor IRF4 and higher-affinity B cell receptors (BCRs) or Bcl6hiCD69hi with lower-affinity BCRs, favored the plasma cell or recycling GC cell fate, respectively. Mechanistically, CD40 acted as a dose-dependent regulator for Bcl6loCD69hi cell formation. Furthermore, we found that expression of intercellular adhesion molecule 1 (ICAM-1) and signaling lymphocytic activation molecule (SLAM) in Bcl6loCD69hi cells was higher than in Bcl6hiCD69hi cells, thereby affording more stable T follicular helper (Tfh)-GC B cell contacts. These data support a model whereby commitment to the plasma cell begins in the GC and suggest that stability of Tfh-GC B cell contacts is key for plasma cell-prone GC cell formation.


Asunto(s)
Antígenos CD/metabolismo , Antígenos de Diferenciación de Linfocitos T/metabolismo , Linfocitos B/citología , Antígenos CD40/metabolismo , Centro Germinal/inmunología , Lectinas Tipo C/metabolismo , Células Plasmáticas/metabolismo , Proteínas Proto-Oncogénicas c-bcl-6/metabolismo , Linfocitos T Colaboradores-Inductores/citología , Animales , Linfocitos B/inmunología , Diferenciación Celular/inmunología , Molécula 1 de Adhesión Intercelular/biosíntesis , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Familia de Moléculas Señalizadoras de la Activación Linfocitaria/biosíntesis , Linfocitos T Colaboradores-Inductores/inmunología
2.
Nature ; 599(7885): 471-476, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34732892

RESUMEN

Small, soluble metabolites not only are essential intermediates in intracellular biochemical processes, but can also influence neighbouring cells when released into the extracellular milieu1-3. Here we identify the metabolite and neurotransmitter GABA as a candidate signalling molecule synthesized and secreted by activated B cells and plasma cells. We show that B cell-derived GABA promotes monocyte differentiation into anti-inflammatory macrophages that secrete interleukin-10 and inhibit CD8+ T cell killer function. In mice, B cell deficiency or B cell-specific inactivation of the GABA-generating enzyme GAD67 enhances anti-tumour responses. Our study reveals that, in addition to cytokines and membrane proteins, small metabolites derived from B-lineage cells have immunoregulatory functions, which may be pharmaceutical targets allowing fine-tuning of immune responses.


Asunto(s)
Linfocitos B/metabolismo , Interleucina-10/inmunología , Macrófagos/metabolismo , Neoplasias/inmunología , Ácido gamma-Aminobutírico/metabolismo , Animales , Linfocitos B/inmunología , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/metabolismo , Proliferación Celular , Femenino , Eliminación de Gen , Glutamato Descarboxilasa/deficiencia , Glutamato Descarboxilasa/genética , Humanos , Inflamación/inmunología , Inflamación/prevención & control , Macrófagos/inmunología , Masculino , Ratones , Neoplasias/patología , Linfocitos T Citotóxicos/inmunología , Linfocitos T Citotóxicos/metabolismo , Ácido gamma-Aminobutírico/biosíntesis
3.
Proc Natl Acad Sci U S A ; 120(1): e2210283120, 2023 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-36577074

RESUMEN

Single-cell whole-transcriptome analysis is the gold standard approach to identifying molecularly defined cell phenotypes. However, this approach cannot be used for dynamics measurements such as live-cell imaging. Here, we developed a multifunctional robot, the automated live imaging and cell picking system (ALPS) and used it to perform single-cell RNA sequencing for microscopically observed cells with multiple imaging modes. Using robotically obtained data that linked cell images and the whole transcriptome, we successfully predicted transcriptome-defined cell phenotypes in a noninvasive manner using cell image-based deep learning. This noninvasive approach opens a window to determine the live-cell whole transcriptome in real time. Moreover, this work, which is based on a data-driven approach, is a proof of concept for determining the transcriptome-defined phenotypes (i.e., not relying on specific genes) of any cell from cell images using a model trained on linked datasets.


Asunto(s)
Aprendizaje Profundo , Procedimientos Quirúrgicos Robotizados , Robótica , Transcriptoma , Procesamiento de Imagen Asistido por Computador/métodos , Perfilación de la Expresión Génica , Fenotipo
4.
Proc Natl Acad Sci U S A ; 120(36): e2215941120, 2023 09 05.
Artículo en Inglés | MEDLINE | ID: mdl-37639581

RESUMEN

Group 2 innate lymphoid cells (ILC2s) are critical for the immune response against parasite infection and tissue homeostasis and involved in the pathogenesis of allergy and inflammatory diseases. Although multiple molecules positively regulating ILC2 development and activation have been extensively investigated, the factors limiting their population size and response remain poorly studied. Here, we found that CD45, a membrane-bound tyrosine phosphatase essential for T cell development, negatively regulated ILC2s in a cell-intrinsic manner. ILC2s in CD45-deficient mice exhibited enhanced proliferation and maturation in the bone marrow and hyperactivated phenotypes in the lung with high glycolytic capacity. Furthermore, CD45 signaling suppressed the type 2 inflammatory response by lung ILC2s and alleviated airway inflammation and pulmonary fibrosis. Finally, the interaction with galectin-9 influenced CD45 signaling in ILC2s. These results demonstrate that CD45 is a cell-intrinsic negative regulator of ILC2s and prevents lung inflammation and fibrosis via ILC2s.


Asunto(s)
Fibrosis Pulmonar , Animales , Ratones , Fibrosis Pulmonar/prevención & control , Inmunidad Innata , Linfocitos , Inflamación , Transducción de Señal
5.
Stem Cells ; 41(8): 809-820, 2023 08 16.
Artículo en Inglés | MEDLINE | ID: mdl-37468433

RESUMEN

Single-cell RNA sequencing is a valuable tool for dissecting cellular heterogeneity in complex systems. However, it is still challenging to estimate the proliferation and differentiation potentials of subpopulations within dormant tissue stem cells. Here, we established a new single-cell analysis method for profiling the organoid-forming capacity and differentiation potential of tissue stem cells to disclose stem cell subpopulations by integrating single-cell morphometrics, organoid-forming assay, and RNA sequencing, a method named scMORN. To explore lung epithelial stem cells, we initially developed feeder-free culture system, which could expand all major lung stem cells, including basal, club, and alveolar type 2 (AT2) cells, and found that club cells contained a subpopulation, which showed better survival rate and high proliferation capacity and could differentiate into alveolar cells. Using the scMORN method, we discovered a club cell subpopulation named Muc5b+ and large club (ML-club) cells that efficiently formed organoids than other club or AT2 cells in our feeder-free organoid culture and differentiated into alveolar cells in vitro. Single-cell transcriptome profiling and immunohistochemical analysis revealed that ML-club cells localized at the intrapulmonary proximal airway and distinct from known subpopulations of club cells such as BASCs. Furthermore, we identified CD14 as a cell surface antigen of ML-club cells and showed that purified CD14+ club cells engrafted into injured mouse lungs had better engraftment rate and expansion than other major lung stem cells, reflecting the observations in organoid culture systems. The scMORN method could be adapted to different stem cell tissues to discover useful stem-cell subpopulations.


Asunto(s)
Pulmón , Transcriptoma , Animales , Ratones , Transcriptoma/genética , Células Madre/metabolismo , Organoides/metabolismo , Perfilación de la Expresión Génica , Diferenciación Celular
6.
Nucleic Acids Res ; 48(2): e8, 2020 01 24.
Artículo en Inglés | MEDLINE | ID: mdl-31752022

RESUMEN

Highly sensitive protein quantification enables the detection of a small number of protein molecules that serve as markers/triggers for various biological phenomena, such as cancer. Here, we describe the development of a highly sensitive protein quantification system called HaloTag protein barcoding. The method involves covalent linking of a target protein to a unique molecule counting oligonucleotide at a 1:1 conjugation ratio based on an azido-cycloalkyne click reaction. The sensitivity of the HaloTag-based barcoding was remarkably higher than that of a conventional luciferase assay. The HaloTag system was successfully validated by analyzing a set of protein-protein interactions, with the identification rate of 44% protein interactions between positive reference pairs reported in the literature. Desmoglein 3, the target antigen of pemphigus vulgaris, an IgG-mediated autoimmune blistering disease, was used in a HaloTag protein barcode assay to detect the anti-DSG3 antibody. The dynamic range of the assay was over 104-times wider than that of a conventional enzyme-linked immunosorbent assay (ELISA). The technology was used to detect anti-DSG3 antibody in patient samples with much higher sensitivity compared to conventional ELISA. Our detection system, with its superior sensitivity, enables earlier detection of diseases possibly allowing the initiation of care/treatment at an early disease stage.


Asunto(s)
Anticuerpos Antiidiotipos/aislamiento & purificación , Desmogleína 3/aislamiento & purificación , Dominios y Motivos de Interacción de Proteínas/genética , Proteínas/aislamiento & purificación , Anticuerpos Antiidiotipos/genética , Anticuerpos Antiidiotipos/inmunología , Enfermedades Autoinmunes/diagnóstico , Enfermedades Autoinmunes/inmunología , Química Clic , Cicloparafinas/química , Desmogleína 3/genética , Desmogleína 3/inmunología , Ensayo de Inmunoadsorción Enzimática , Humanos , Inmunoglobulina G/genética , Inmunoglobulina G/inmunología , Luciferasas/química , Oligonucleótidos , Proteínas/genética , Proteínas/inmunología
7.
Mol Syst Biol ; 11(1): 781, 2015 Jan 12.
Artículo en Inglés | MEDLINE | ID: mdl-25583150

RESUMEN

An essential part of gene expression is the coordination of RNA synthesis and degradation, which occurs in the same cellular compartment in bacteria. Here, we report a genome-wide RNA degradation study in Escherichia coli using RNA-seq, and present evidence that the stereotypical exponential RNA decay curve obtained using initiation inhibitor, rifampicin, consists of two phases: residual RNA synthesis, a delay in the interruption of steady state that is dependent on distance relative to the mRNA's 5' end, and the exponential decay. This gives a more accurate RNA lifetime and RNA polymerase elongation rate simultaneously genome-wide. Transcripts typically have a single RNA decay constant along all positions, which is distinct between different operons, indicating that RNA stability is unlikely determined by local sequences. These measurements allowed us to establish a model for RNA processing involving co-transcriptional degradation, providing quantitative description of the macromolecular coordination in gene expression in bacteria on a system-wide level.


Asunto(s)
Escherichia coli/genética , Regulación Bacteriana de la Expresión Génica , Estabilidad del ARN/genética , ARN Mensajero/genética , Estudios de Asociación Genética , Operón , ARN Bacteriano/genética , Análisis de Secuencia de ARN , Transcripción Genética
8.
J Reprod Dev ; 62(4): 393-9, 2016 Aug 25.
Artículo en Inglés | MEDLINE | ID: mdl-27180925

RESUMEN

This study tested the hypothesis that oocyte-derived paracrine factors (ODPFs) regulate miRNA expression in mouse granulosa cells. Expression of mmu-miR-322-5p (miR-322) was higher in mural granulosa cells (MGCs) than in cumulus cells of the Graafian follicles. The expression levels of miR-322 decreased when cumulus cells or MGCs were co-cultured with oocytes denuded of their cumulus cells. Inhibition of SMAD2/3 signaling by SB431542 increased miR-322 expression by cumulus-oocyte complexes (COCs). Moreover, the cumulus cells but not the MGCs in Bmp15(-/-)/Gdf9(+/-) (double-mutant) mice exhibited higher miR-322 expression than those of wild-type mice. Taken together, these results show that ODPFs suppress the expression of miR-322 in cumulus cells. Gene ontology analysis of putative miR-322 targets whose expression was detected in MGCs with RNA-sequencing suggested that multiple biological processes are affected by miR-322 in MGCs. These results demonstrate that ODPFs regulate miRNA expression in granulosa cells and that this regulation may participate in the differential control of cumulus cell versus MGC functions. Therefore, the ODPF-mediated regulation of cumulus cells takes place at both transcriptional and post-transcriptional levels.


Asunto(s)
Células del Cúmulo/metabolismo , Células de la Granulosa/metabolismo , MicroARNs/metabolismo , Oocitos/metabolismo , Animales , Proteína Morfogenética Ósea 15/genética , Proteína Morfogenética Ósea 15/metabolismo , Técnicas de Cocultivo , Células del Cúmulo/citología , Femenino , Regulación de la Expresión Génica , Células de la Granulosa/citología , Factor 9 de Diferenciación de Crecimiento/genética , Factor 9 de Diferenciación de Crecimiento/metabolismo , Ratones , Ratones Noqueados , MicroARNs/genética , Oocitos/citología
9.
Proc Natl Acad Sci U S A ; 109(4): 1347-52, 2012 Jan 24.
Artículo en Inglés | MEDLINE | ID: mdl-22232676

RESUMEN

RNA sequencing (RNA-Seq) is a powerful tool for transcriptome profiling, but is hampered by sequence-dependent bias and inaccuracy at low copy numbers intrinsic to exponential PCR amplification. We developed a simple strategy for mitigating these complications, allowing truly digital RNA-Seq. Following reverse transcription, a large set of barcode sequences is added in excess, and nearly every cDNA molecule is uniquely labeled by random attachment of barcode sequences to both ends. After PCR, we applied paired-end deep sequencing to read the two barcodes and cDNA sequences. Rather than counting the number of reads, RNA abundance is measured based on the number of unique barcode sequences observed for a given cDNA sequence. We optimized the barcodes to be unambiguously identifiable, even in the presence of multiple sequencing errors. This method allows counting with single-copy resolution despite sequence-dependent bias and PCR-amplification noise, and is analogous to digital PCR but amendable to quantifying a whole transcriptome. We demonstrated transcriptome profiling of Escherichia coli with more accurate and reproducible quantification than conventional RNA-Seq.


Asunto(s)
Código de Barras del ADN Taxonómico/métodos , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia de ARN/métodos , Biología de Sistemas/métodos , ADN Complementario/genética , Escherichia coli/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Reacción en Cadena de la Polimerasa/métodos
10.
Biophys J ; 106(10): 2166-74, 2014 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-24853745

RESUMEN

F1-ATPase is a powerful rotary molecular motor that can rotate an object several hundred times as large as the motor itself against the viscous friction of water. Forced reverse rotation has been shown to lead to ATP synthesis, implying that the mechanical work against the motor's high torque can be converted into the chemical energy of ATP. The minimal composition of the motor protein is α3ß3γ subunits, where the central rotor subunit γ turns inside a stator cylinder made of alternately arranged α3ß3 subunits using the energy derived from ATP hydrolysis. The rotor consists of an axle, a coiled coil of the amino- and carboxyl-terminal α-helices of γ, which deeply penetrates the stator cylinder, and a globular protrusion that juts out from the stator. Previous work has shown that, for a thermophilic F1, significant portions of the axle can be truncated and the motor still rotates a submicron sized bead duplex, indicating generation of up to half the wild-type (WT) torque. Here, we inquire if any specific interactions between the stator and the rest of the rotor are needed for the generation of a sizable torque. We truncated the protruding portion of the rotor and replaced part of the remaining axle residues such that every residue of the rotor has been deleted or replaced in this or previous truncation mutants. This protrusionless construct showed an unloaded rotary speed about a quarter of the WT, and generated one-third to one-half of the WT torque. No residue-specific interactions are needed for this much performance. F1 is so designed that the basic rotor-stator interactions for torque generation and control of catalysis rely solely upon the shape and size of the rotor at very low resolution. Additional tailored interactions augment the torque to allow ATP synthesis under physiological conditions.


Asunto(s)
ATPasas de Translocación de Protón/química , ATPasas de Translocación de Protón/metabolismo , Torque , Adenosina Trifosfato/metabolismo , Secuencia de Aminoácidos , Bacillus/enzimología , Hidrólisis , Modelos Moleculares , Datos de Secuencia Molecular , Mutación , Estructura Secundaria de Proteína , ATPasas de Translocación de Protón/genética , Rotación
11.
PLoS Biol ; 9(4): e1001031, 2011 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-21532738

RESUMEN

Myosins are ATP-driven linear molecular motors that work as cellular force generators, transporters, and force sensors. These functions are driven by large-scale nucleotide-dependent conformational changes, termed "strokes"; the "power stroke" is the force-generating swinging of the myosin light chain-binding "neck" domain relative to the motor domain "head" while bound to actin; the "recovery stroke" is the necessary initial motion that primes, or "cocks," myosin while detached from actin. Myosin Va is a processive dimer that steps unidirectionally along actin following a "hand over hand" mechanism in which the trailing head detaches and steps forward ∼72 nm. Despite large rotational Brownian motion of the detached head about a free joint adjoining the two necks, unidirectional stepping is achieved, in part by the power stroke of the attached head that moves the joint forward. However, the power stroke alone cannot fully account for preferential forward site binding since the orientation and angle stability of the detached head, which is determined by the properties of the recovery stroke, dictate actin binding site accessibility. Here, we directly observe the recovery stroke dynamics and fluctuations of myosin Va using a novel, transient caged ATP-controlling system that maintains constant ATP levels through stepwise UV-pulse sequences of varying intensity. We immobilized the neck of monomeric myosin Va on a surface and observed real time motions of bead(s) attached site-specifically to the head. ATP induces a transient swing of the neck to the post-recovery stroke conformation, where it remains for ∼40 s, until ATP hydrolysis products are released. Angle distributions indicate that the post-recovery stroke conformation is stabilized by ≥ 5 k(B)T of energy. The high kinetic and energetic stability of the post-recovery stroke conformation favors preferential binding of the detached head to a forward site 72 nm away. Thus, the recovery stroke contributes to unidirectional stepping of myosin Va.


Asunto(s)
Actinas/metabolismo , Pollos/fisiología , Proteínas Motoras Moleculares/metabolismo , Miosina Tipo V/metabolismo , Actinas/química , Adenosina Trifosfato/metabolismo , Animales , Fenómenos Biomecánicos , Microscopía Fluorescente , Proteínas Motoras Moleculares/química , Cadenas Ligeras de Miosina/química , Cadenas Ligeras de Miosina/metabolismo , Miosina Tipo V/química , Unión Proteica , Conformación Proteica
12.
Nat Protoc ; 19(1): 207-239, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38012397

RESUMEN

Bacteria often function as a community, called the microbiota, consisting of many different bacterial species. The accurate identification of bacterial types and the simultaneous quantification of the cells of each bacterial type will advance our understanding of microbiota; however, this cannot be performed by conventional 16S rRNA sequencing methods as they only identify and quantify genes, which do not always represent cells. Here, we present a protocol for our developed method, barcoding bacteria for identification and quantification (BarBIQ). In BarBIQ, the 16S rRNA genes of single bacterial cells are amplified and attached to a unique cellular barcode in a droplet. Sequencing the tandemly linked cellular barcodes and 16S rRNA genes from many droplets (representing many cells with unique cellular barcodes) and clustering the sequences using the barcodes determines both the bacterial type for each cell based on 16S rRNA gene and the number of cells for each bacterial type based on the quantity of barcode types sequenced. Single-base accuracy for 16S rRNA sequencing is achieved via the barcodes and by avoiding chimera formation from 16S rRNA genes of different bacteria using droplets. For data processing, an easy-to-use bioinformatic pipeline is available ( https://github.com/Shiroguchi-Lab/BarBIQ_Pipeline_V1_2_0 ). This protocol allows researchers with experience in molecular biology but without bioinformatics experience to perform the process in ~2 weeks. We show the application of BarBIQ in mouse gut microbiota analysis as an example; however, this method is also applicable to other microbiota samples, including those from the mouth and skin, marine environments, soil and plants, as well as those from other terrestrial environments.


Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento , Microbiota , Animales , Ratones , ARN Ribosómico 16S/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Microbiota/genética , Bacterias/genética , Análisis de Secuencia de ADN/métodos , Boca/microbiología , ADN Bacteriano/genética , Filogenia
13.
Elife ; 122024 May 09.
Artículo en Inglés | MEDLINE | ID: mdl-38722314

RESUMEN

Retinal pigment epithelium (RPE) cells show heterogeneous levels of pigmentation when cultured in vitro. To know whether their color in appearance is correlated with the function of the RPE, we analyzed the color intensities of human-induced pluripotent stem cell-derived RPE cells (iPSC-RPE) together with the gene expression profile at the single-cell level. For this purpose, we utilized our recent invention, Automated Live imaging and cell Picking System (ALPS), which enabled photographing each cell before RNA-sequencing analysis to profile the gene expression of each cell. While our iPSC-RPE were categorized into four clusters by gene expression, the color intensity of iPSC-RPE did not project any specific gene expression profiles. We reasoned this by less correlation between the actual color and the gene expressions that directly define the level of pigmentation, from which we hypothesized the color of RPE cells may be a temporal condition not strongly indicating the functional characteristics of the RPE.


The backs of our eyes are lined with retinal pigment epithelial cells (or RPE cells for short). These cells provide nutrition to surrounding cells and contain a pigment called melanin that absorbs excess light that might interfere with vision. By doing so, they support the cells that receive light to enable vision. However, with age, RPE cells can become damaged and less able to support other cells. This can lead to a disease called age-related macular degeneration, which can cause blindness. One potential way to treat this disease is to transplant healthy RPE cells into eyes that have lost them. These healthy cells can be grown in the laboratory from human pluripotent stem cells, which have the capacity to turn into various specialist cells. Stem cell-derived RPE cells growing in a dish contain varying amounts of melanin, resulting in some being darker than others. This raised the question of whether pigment levels affect the function of RPE cells. However, it was difficult to compare single cells containing various amounts of pigment as most previous studies only analyzed large numbers of RPE cells mixed together. Nakai-Futatsugi et al. overcame this hurdle using a technique called Automated Live imaging and cell Picking System (also known as ALPS). More than 2300 stem cell-derived RPE cells were photographed individually and the color of each cell was recorded. The gene expression of each cell was then measured to investigate whether certain genes being switched on or off affects pigment levels and cell function. Analysis did not find a consistent pattern of gene expression underlying the pigmentation of RPE cells. Even gene expression related to the production of melanin was only slightly linked to the color of the cells. These findings suggests that the RPE cell color fluctuates and is not primarily determined by which genes are switched on or off. Future experiments are required to determine whether the findings are the same for RPE cells grown naturally in the eyes and whether different pigment levels affect their capacity to protect the rest of the eye.


Asunto(s)
Células Madre Pluripotentes Inducidas , Pigmentación , Epitelio Pigmentado de la Retina , Transcriptoma , Humanos , Epitelio Pigmentado de la Retina/metabolismo , Epitelio Pigmentado de la Retina/citología , Epitelio Pigmentado de la Retina/fisiología , Células Madre Pluripotentes Inducidas/metabolismo , Pigmentación/genética , Perfilación de la Expresión Génica , Células Cultivadas , Diferenciación Celular/genética
14.
Cell Rep ; 42(12): 113433, 2023 12 26.
Artículo en Inglés | MEDLINE | ID: mdl-38029739

RESUMEN

IL-31 receptor blockade suppresses pruritus of atopic dermatitis. However, cell-type-specific contributions of IL-31 receptor to itch, its expression mechanism, and the downstream signaling pathway to induce itch remain unknown. Here, using conditional knockout mice, we demonstrate that IL-31-induced itch requires sensory neuronal IL-31 receptor and STAT3. We find that IL-31 receptor expression is dependent on STAT3 in sensory neurons. In addition, pharmacological experiments suggest that STAT3 activation is important for the itch-inducing signaling downstream of the IL-31 receptor. A cutaneous IL-31 injection induces the nuclear accumulation of activated STAT3 first in sensory neurons that abundantly express IL-31 receptor and then in other itch-transmitting neurons. IL-31 enhances itch induced by various pruritogens including even chloroquine. Finally, pruritus associated with dermatitis is partially dependent on sensory neuronal IL-31 receptor and strongly on sensory neuronal STAT3. Thus, sensory neuronal STAT3 is essential for IL-31-induced itch and further contributes to IL-31-independent inflammatory itch.


Asunto(s)
Dermatitis Atópica , Prurito , Animales , Ratones , Dermatitis Atópica/metabolismo , Expresión Génica , Ratones Noqueados , Prurito/inducido químicamente , Prurito/genética , Prurito/metabolismo , Células Receptoras Sensoriales/metabolismo , Piel/metabolismo
15.
PLoS One ; 17(1): e0262397, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35085287

RESUMEN

Developments in high-throughput microscopy have made it possible to collect huge amounts of cell image data that are difficult to analyse manually. Machine learning (e.g., deep learning) is often employed to automate the extraction of information from these data, such as cell counting, cell type classification and image segmentation. However, the effects of different imaging methods on the accuracy of image processing have not been examined systematically. We studied the effects of different imaging methods on the performance of machine learning-based cell type classifiers. We observed lymphoid-primed multipotential progenitor (LMPP) and pro-B cells using three imaging methods: differential interference contrast (DIC), phase contrast (Ph) and bright-field (BF). We examined the classification performance of convolutional neural networks (CNNs) with each of them and their combinations. CNNs achieved an area under the receiver operating characteristic (ROC) curve (AUC) of ~0.9, which was significantly better than when the classifier used only cell size or cell contour shape as input. However, no significant differences were found between imaging methods and focal positions.


Asunto(s)
Procesamiento de Imagen Asistido por Computador/métodos , Linfocitos B/citología , Células Cultivadas , Humanos , Linfocitos/citología , Aprendizaje Automático , Microscopía/métodos , Curva ROC , Células Madre/citología
16.
Nat Commun ; 13(1): 863, 2022 02 22.
Artículo en Inglés | MEDLINE | ID: mdl-35194029

RESUMEN

The bacterial microbiota works as a community that consists of many individual organisms, i.e., cells. To fully understand the function of bacterial microbiota, individual cells must be identified; however, it is difficult with current techniques. Here, we develop a method, Barcoding Bacteria for Identification and Quantification (BarBIQ), which classifies single bacterial cells into taxa-named herein cell-based operational taxonomy units (cOTUs)-based on cellularly barcoded 16S rRNA sequences with single-base accuracy, and quantifies the cell number for each cOTU in the microbiota in a high-throughput manner. We apply BarBIQ to murine cecal microbiotas and quantify in total 3.4 × 105 bacterial cells containing 810 cOTUs. Interestingly, we find location-dependent global differences in the cecal microbiota depending on the dietary vitamin A deficiency, and more differentially abundant cOTUs at the proximal location than the distal location. Importantly, these location differences are not clearly shown by conventional 16S rRNA gene-amplicon sequencing methods, which quantify the 16S rRNA genes, not the cells. Thus, BarBIQ enables microbiota characterization with the identification and quantification of individual constituent bacteria, which is a cornerstone for microbiota studies.


Asunto(s)
Secuenciación de Nucleótidos de Alto Rendimiento , Microbiota , Animales , Bacterias/genética , ADN Bacteriano/genética , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Ratones , Microbiota/genética , ARN Ribosómico 16S/genética , Análisis de Secuencia de ADN
17.
Sci Immunol ; 7(76): eabj8760, 2022 10 28.
Artículo en Inglés | MEDLINE | ID: mdl-36269840

RESUMEN

Invariant natural killer T (iNKT) cells are a group of innate-like T lymphocytes that recognize lipid antigens. They are supposed to be tissue resident and important for systemic and local immune regulation. To investigate the heterogeneity of iNKT cells, we recharacterized iNKT cells in the thymus and peripheral tissues. iNKT cells in the thymus were divided into three subpopulations by the expression of the natural killer cell receptor CD244 and the chemokine receptor CXCR6 and designated as C0 (CD244-CXCR6-), C1 (CD244-CXCR6+), or C2 (CD244+CXCR6+) iNKT cells. The development and maturation of C2 iNKT cells from C0 iNKT cells strictly depended on IL-15 produced by thymic epithelial cells. C2 iNKT cells expressed high levels of IFN-γ and granzymes and exhibited more NK cell-like features, whereas C1 iNKT cells showed more T cell-like characteristics. C2 iNKT cells were influenced by the microbiome and aging and suppressed the expression of the autoimmune regulator AIRE in the thymus. In peripheral tissues, C2 iNKT cells were circulating that were distinct from conventional tissue-resident C1 iNKT cells. Functionally, C2 iNKT cells protected mice from the tumor metastasis of melanoma cells by enhancing antitumor immunity and promoted antiviral immune responses against influenza virus infection. Furthermore, we identified human CD244+CXCR6+ iNKT cells with high cytotoxic properties as a counterpart of mouse C2 iNKT cells. Thus, this study reveals a circulating subset of iNKT cells with NK cell-like properties distinct from conventional tissue-resident iNKT cells.


Asunto(s)
Células T Asesinas Naturales , Ratones , Humanos , Animales , Células T Asesinas Naturales/metabolismo , Células T Asesinas Naturales/patología , Interleucina-15 , Antivirales , Granzimas , Receptores de Células Asesinas Naturales , Receptores de Quimiocina/metabolismo , Lípidos
18.
Biophys J ; 101(1): 188-95, 2011 Jul 06.
Artículo en Inglés | MEDLINE | ID: mdl-21723829

RESUMEN

F(1)-ATPase is an ATP-driven rotary molecular motor in which the central γ-subunit rotates inside a cylinder made of α(3)ß(3) subunits. The amino and carboxyl termini of the γ rotor form a coiled coil of α-helices that penetrates the stator cylinder to serve as an axle. Crystal structures indicate that the axle is supported by the stator at two positions, at the orifice and by the hydrophobic sleeve surrounding the axle tip. The sleeve contacts are almost exclusively to the longer carboxyl-terminal helix, whereas nearly half the orifice contacts are to the amino-terminal helix. Here, we truncated the amino-terminal helix stepwise up to 50 residues, removing one half of the axle all the way up and far beyond the orifice. The half-sliced axle still rotated with an unloaded speed a quarter of the wild-type speed, with torque nearly half the wild-type torque. The truncations were made in a construct where the rotor tip was connected to a ß-subunit via a short peptide linker. Linking alone did not change the rotational characteristics significantly. These and previous results show that nearly half the normal torque is generated if rotor-stator interactions either at the orifice or at the sleeve are preserved, suggesting that the make of the motor is quite robust.


Asunto(s)
ATPasas de Translocación de Protón/química , Torque , Adenosina Trifosfato/metabolismo , Secuencia de Aminoácidos , Animales , Bovinos , Electroforesis en Gel de Poliacrilamida , Oro , Hidrólisis , Microesferas , Modelos Moleculares , Datos de Secuencia Molecular , Proteínas Mutantes/química , Tamaño de la Partícula , Estructura Secundaria de Proteína , Subunidades de Proteína/química , Reproducibilidad de los Resultados , Rotación
20.
J Immunother Cancer ; 9(9)2021 09.
Artículo en Inglés | MEDLINE | ID: mdl-34531248

RESUMEN

BACKGROUND: Metformin (Met) is the first-line treatment for type 2 diabetes mellitus and plays an effective role in treating various diseases, such as cardiovascular disease, neurodegenerative disease, cancer, and aging. However, the underlying mechanism of Met-dependent antitumor immunity remains to be elucidated. METHODS: MitoTEMPO, a scavenger of mitochondrial superoxide, abolished the antitumor effect of Met, but not antiprogrammed cell death (PD-1) antibody (Ab) treatment. Consequently, we studied the mechanism of the Met-induced antitumor effect. Expressions of glucose transporter (Glut)-1, mitochondrial reactive oxygen species (mtROS), interferon (IFN)-γ, Ki67, autophagy markers, activation markers for NF-E2-related factor 2 (Nrf2), and mammalian target of rapamaycin complex 1 (mTORC1) in CD8+ tumor-infiltrating T lymphocytes (CD8TILs) were examined by flow cytometry analysis. In addition, conditional knockout mice for Nrf2 and p62 were used to detect these markers, together with the monitoring of in vivo tumor growth. RNA sequencing was performed for CD8TILs and tumor cells. Melanoma cells containing an IFN-γ receptor (IFNγR) cytoplasmic domain deletion mutant was overexpressed and used for characterization of the metabolic profile of those tumor cells using a Seahorse Flux Analyzer. RESULTS: Met administration elevates mtROS and cell surface Glut-1, resulting in the production of IFN-γ in CD8TILs. mtROS activates Nrf2 in a glycolysis-dependent manner, inducing activation of autophagy, glutaminolysis, mTORC1, and p62/SQSTM1. mTORC1-dependent phosphorylation of p62 at serine 351 (p-p62(S351)) is also involved in activation of Nrf2. Conditional deletion of Nrf2 in CD8TILs abrogates mTORC1 activation and antitumor immunity by Met. In synergy with the effect of anti-PD-1 Ab, Met boosts CD8TIL proliferation and IFN-γ secretion, resulting in decreased glycolysis and oxidative phosphorylation in tumor cells. Consequently, Glut-1 is elevated in CD8TILs, together with the expansion of activated dendritic cells. Moreover, tumor cells lacking in IFNγR signaling abolish IFN-γ production and proliferation of CD8TILs. CONCLUSIONS: We found that Met stimulates production of mtROS, which triggers Glut-1 elevation and Nrf2 activation in CD8TILs. Nrf2 activates mTORC1, whereas mTORC1 activates Nrf2 in a p-p62(S351)-dependent manner, thus creating a feedback loop that ensures CD8TILs' proliferation. In combination with anti-PD-1 Ab, Met stimulates robust proliferation of CD8TILs and IFN-γ secretion, resulting in an IFN-γ-dependent reprogramming of the tumor microenvironment.


Asunto(s)
Linfocitos T CD8-positivos/metabolismo , Metformina/uso terapéutico , Mitocondrias/metabolismo , Factor 2 Relacionado con NF-E2/metabolismo , Animales , Línea Celular Tumoral , Femenino , Humanos , Linfocitos Infiltrantes de Tumor/metabolismo , Metformina/farmacología , Ratones , Especies Reactivas de Oxígeno , Transducción de Señal
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