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1.
Cell ; 186(4): 821-836.e13, 2023 02 16.
Artículo en Inglés | MEDLINE | ID: mdl-36750096

RESUMEN

The low-density lipoprotein (LDL) receptor-related protein 2 (LRP2 or megalin) is representative of the phylogenetically conserved subfamily of giant LDL receptor-related proteins, which function in endocytosis and are implicated in diseases of the kidney and brain. Here, we report high-resolution cryoelectron microscopy structures of LRP2 isolated from mouse kidney, at extracellular and endosomal pH. The structures reveal LRP2 to be a molecular machine that adopts a conformation for ligand binding at the cell surface and for ligand shedding in the endosome. LRP2 forms a homodimer, the conformational transformation of which is governed by pH-sensitive sites at both homodimer and intra-protomer interfaces. A subset of LRP2 deleterious missense variants in humans appears to impair homodimer assembly. These observations lay the foundation for further understanding the function and mechanism of LDL receptors and implicate homodimerization as a conserved feature of the LRP receptor subfamily.


Asunto(s)
Endocitosis , Proteína 2 Relacionada con Receptor de Lipoproteína de Baja Densidad , Animales , Humanos , Ratones , Microscopía por Crioelectrón , Riñón/metabolismo , Ligandos , Proteína 2 Relacionada con Receptor de Lipoproteína de Baja Densidad/genética , Proteína 2 Relacionada con Receptor de Lipoproteína de Baja Densidad/metabolismo
2.
Cell ; 180(6): 1228-1244.e24, 2020 03 19.
Artículo en Inglés | MEDLINE | ID: mdl-32142649

RESUMEN

Transcription-coupled nucleotide excision repair (TC-NER) is initiated by the stalling of elongating RNA polymerase II (RNAPIIo) at DNA lesions. The ubiquitination of RNAPIIo in response to DNA damage is an evolutionarily conserved event, but its function in mammals is unknown. Here, we identified a single DNA damage-induced ubiquitination site in RNAPII at RPB1-K1268, which regulates transcription recovery and DNA damage resistance. Mechanistically, RPB1-K1268 ubiquitination stimulates the association of the core-TFIIH complex with stalled RNAPIIo through a transfer mechanism that also involves UVSSA-K414 ubiquitination. We developed a strand-specific ChIP-seq method, which revealed RPB1-K1268 ubiquitination is important for repair and the resolution of transcriptional bottlenecks at DNA lesions. Finally, RPB1-K1268R knockin mice displayed a short life-span, premature aging, and neurodegeneration. Our results reveal RNAPII ubiquitination provides a two-tier protection mechanism by activating TC-NER and, in parallel, the processing of DNA damage-stalled RNAPIIo, which together prevent prolonged transcription arrest and protect against neurodegeneration.


Asunto(s)
Reparación del ADN/fisiología , ARN Polimerasa II/metabolismo , Animales , Proteínas Portadoras/genética , Proteínas Portadoras/metabolismo , ADN/metabolismo , Daño del ADN/fisiología , ADN Helicasas/metabolismo , Enzimas Reparadoras del ADN/genética , Enzimas Reparadoras del ADN/metabolismo , Femenino , Células HCT116 , Células HEK293 , Células HeLa , Humanos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , ARN Polimerasa II/genética , Ubiquitinación
3.
Cell ; 173(3): 720-734.e15, 2018 04 19.
Artículo en Inglés | MEDLINE | ID: mdl-29677515

RESUMEN

Reversible phase separation underpins the role of FUS in ribonucleoprotein granules and other membrane-free organelles and is, in part, driven by the intrinsically disordered low-complexity (LC) domain of FUS. Here, we report that cooperative cation-π interactions between tyrosines in the LC domain and arginines in structured C-terminal domains also contribute to phase separation. These interactions are modulated by post-translational arginine methylation, wherein arginine hypomethylation strongly promotes phase separation and gelation. Indeed, significant hypomethylation, which occurs in FUS-associated frontotemporal lobar degeneration (FTLD), induces FUS condensation into stable intermolecular ß-sheet-rich hydrogels that disrupt RNP granule function and impair new protein synthesis in neuron terminals. We show that transportin acts as a physiological molecular chaperone of FUS in neuron terminals, reducing phase separation and gelation of methylated and hypomethylated FUS and rescuing protein synthesis. These results demonstrate how FUS condensation is physiologically regulated and how perturbations in these mechanisms can lead to disease.


Asunto(s)
Arginina/química , Chaperonas Moleculares/química , Proteína FUS de Unión a ARN/química , Esclerosis Amiotrófica Lateral/metabolismo , Animales , Cationes , Metilación de ADN , Demencia Frontotemporal/metabolismo , Degeneración Lobar Frontotemporal/metabolismo , Humanos , Microscopía de Fuerza Atómica , Microscopía Fluorescente , Unión Proteica , Dominios Proteicos , Procesamiento Proteico-Postraduccional , Estructura Secundaria de Proteína , Proteína FUS de Unión a ARN/metabolismo , Tirosina/química , Xenopus laevis
4.
Mol Cell ; 84(5): 854-866.e7, 2024 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-38402612

RESUMEN

Deaminases have important uses in modification detection and genome editing. However, the range of applications is limited by the small number of characterized enzymes. To expand the toolkit of deaminases, we developed an in vitro approach that bypasses a major hurdle with their toxicity in cells. We assayed 175 putative cytosine deaminases on a variety of substrates and found a broad range of activity on double- and single-stranded DNA in various sequence contexts, including CpG-specific deaminases and enzymes without sequence preference. We also characterized enzyme selectivity across six DNA modifications and reported enzymes that do not deaminate modified cytosines. The detailed analysis of diverse deaminases opens new avenues for biotechnological and medical applications. As a demonstration, we developed SEM-seq, a non-destructive single-enzyme methylation sequencing method using a modification-sensitive double-stranded DNA deaminase. The streamlined protocol enables accurate, base-resolution methylome mapping of scarce biological material, including cell-free DNA and 10 pg input DNA.


Asunto(s)
Citosina Desaminasa , Epigenoma , ADN/genética , Citosina , ADN de Cadena Simple/genética , Citidina Desaminasa/genética
5.
Mol Cell ; 84(12): 2287-2303.e10, 2024 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-38821049

RESUMEN

Cyclin-dependent kinase 7 (CDK7), part of the general transcription factor TFIIH, promotes gene transcription by phosphorylating the C-terminal domain of RNA polymerase II (RNA Pol II). Here, we combine rapid CDK7 kinase inhibition with multi-omics analysis to unravel the direct functions of CDK7 in human cells. CDK7 inhibition causes RNA Pol II retention at promoters, leading to decreased RNA Pol II initiation and immediate global downregulation of transcript synthesis. Elongation, termination, and recruitment of co-transcriptional factors are not directly affected. Although RNA Pol II, initiation factors, and Mediator accumulate at promoters, RNA Pol II complexes can also proceed into gene bodies without promoter-proximal pausing while retaining initiation factors and Mediator. Further downstream, RNA Pol II phosphorylation increases and initiation factors and Mediator are released, allowing recruitment of elongation factors and an increase in RNA Pol II elongation velocity. Collectively, CDK7 kinase activity promotes the release of initiation factors and Mediator from RNA Pol II, facilitating RNA Pol II escape from the promoter.


Asunto(s)
Quinasa Activadora de Quinasas Ciclina-Dependientes , Quinasas Ciclina-Dependientes , Regiones Promotoras Genéticas , ARN Polimerasa II , Iniciación de la Transcripción Genética , Humanos , Quinasas Ciclina-Dependientes/metabolismo , Quinasas Ciclina-Dependientes/genética , ARN Polimerasa II/metabolismo , ARN Polimerasa II/genética , Fosforilación , Inhibidores de Proteínas Quinasas/farmacología , Complejo Mediador/metabolismo , Complejo Mediador/genética , Células HeLa , Factor de Transcripción TFIIH/metabolismo , Factor de Transcripción TFIIH/genética , Células HEK293
6.
Mol Cell ; 78(3): 459-476.e13, 2020 05 07.
Artículo en Inglés | MEDLINE | ID: mdl-32240602

RESUMEN

The cyclin-dependent kinase 1 (Cdk1) drives cell division. To uncover additional functions of Cdk1, we generated knockin mice expressing an analog-sensitive version of Cdk1 in place of wild-type Cdk1. In our study, we focused on embryonic stem cells (ESCs), because this cell type displays particularly high Cdk1 activity. We found that in ESCs, a large fraction of Cdk1 substrates is localized on chromatin. Cdk1 phosphorylates many proteins involved in epigenetic regulation, including writers and erasers of all major histone marks. Consistent with these findings, inhibition of Cdk1 altered histone-modification status of ESCs. High levels of Cdk1 in ESCs phosphorylate and partially inactivate Dot1l, the H3K79 methyltransferase responsible for placing activating marks on gene bodies. Decrease of Cdk1 activity during ESC differentiation de-represses Dot1l, thereby allowing coordinated expression of differentiation genes. These analyses indicate that Cdk1 functions to maintain the epigenetic identity of ESCs.


Asunto(s)
Proteína Quinasa CDC2/metabolismo , Células Madre Embrionarias/fisiología , Epigénesis Genética , Adenosina Trifosfato/análogos & derivados , Adenosina Trifosfato/metabolismo , Animales , Proteína Quinasa CDC2/genética , Diferenciación Celular , Células Cultivadas , Inmunoprecipitación de Cromatina/métodos , Femenino , N-Metiltransferasa de Histona-Lisina/genética , N-Metiltransferasa de Histona-Lisina/metabolismo , Humanos , Células MCF-7 , Masculino , Ratones , Ratones Noqueados , Fosforilación , Proteínas de Saccharomyces cerevisiae/metabolismo
7.
Annu Rev Neurosci ; 42: 87-106, 2019 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-30702961

RESUMEN

Acute pain is adaptive, but chronic pain is a global challenge. Many chronic pain syndromes are peripheral in origin and reflect hyperactivity of peripheral pain-signaling neurons. Current treatments are ineffective or only partially effective and in some cases can be addictive, underscoring the need for better therapies. Molecular genetic studies have now linked multiple human pain disorders to voltage-gated sodium channels, including disorders characterized by insensitivity or reduced sensitivity to pain and others characterized by exaggerated pain in response to normally innocuous stimuli. Here, we review recent developments that have enhanced our understanding of pathophysiological mechanisms in human pain and advances in targeting sodium channels in peripheral neurons for the treatment of pain using novel and existing sodium channel blockers.


Asunto(s)
Bloqueadores de los Canales de Sodio/uso terapéutico , Canales de Sodio/fisiología , Trastornos Somatomorfos/fisiopatología , Animales , Carbamazepina/farmacología , Carbamazepina/uso terapéutico , Evaluación Preclínica de Medicamentos , Predicción , Ganglios Espinales/fisiopatología , Estudios de Asociación Genética , Humanos , Proteínas del Tejido Nervioso/química , Proteínas del Tejido Nervioso/genética , Proteínas del Tejido Nervioso/fisiología , Nervios Periféricos/fisiopatología , Pruebas de Farmacogenómica , Dominios Proteicos , Células Receptoras Sensoriales/fisiología , Bloqueadores de los Canales de Sodio/farmacología , Canales de Sodio/química , Canales de Sodio/genética , Trastornos Somatomorfos/tratamiento farmacológico , Trastornos Somatomorfos/genética , Relación Estructura-Actividad
8.
Proc Natl Acad Sci U S A ; 121(19): e2402550121, 2024 May 07.
Artículo en Inglés | MEDLINE | ID: mdl-38691590

RESUMEN

Earlier sum frequency generation (SFG) experiments involve one infrared and one visible laser, and a measurement of the intensity of the response, yielding data on the surface sensitive properties of the sample. Recently, both the real and imaginary components of the susceptibility were measured in two different sets of experiments. In one set, a broadband infrared laser was used, permitting observations at very short times, while in another set the infrared laser was narrowband, permitting higher spectral resolution. The differences in the spectrum obtained by the two will be most evident in studying narrow absorption bands, e.g., the band due to dangling OH bonds at a water interface. The direct comparisons in the integrated amplitude (sum rule) of the imaginary part of the dangling OH bond region differ by a factor of 3. Due to variations in experimental setup and data processing, corrections were made for the quartz reference, Fresnel factors, and the incident visible laser wavelength. After the corrections, the agreement differs now by the factors of 1.1 within broadband and narrowband groups and the two groups now differ by a factor of 1.5. The 1.5 factor may arise from the extra heating of the more powerful broadband laser system on the water surface. The convolution from the narrowband SFG spectrum to the broadband SFG spectrum is also investigated and it does not affect the sum rule. Theory and narrowband experiments are compared using the sum rule and agree to a factor of 1.3 with no adjustable parameters.

9.
Trends Genet ; 39(12): 968-980, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37778926

RESUMEN

Chromosome copy number imbalances, otherwise known as aneuploidies, are a common but poorly understood feature of cancer. Here, we describe recent advances in both detecting and manipulating aneuploidies that have greatly advanced our ability to study their role in tumorigenesis. In particular, new clustered regularly interspaced short palindromic repeats (CRISPR)-based techniques have been developed that allow the creation of isogenic cell lines with specific chromosomal changes, thereby facilitating experiments in genetically controlled backgrounds to uncover the consequences of aneuploidy. These approaches provide increasing evidence that aneuploidy is a key driver of cancer development and enable the identification of multiple dosage-sensitive genes encoded on aneuploid chromosomes. Consequently, measuring aneuploidy may inform clinical prognosis, while treatment strategies that target aneuploidy could represent a novel method to counter malignant growth.


Asunto(s)
Aneuploidia , Neoplasias , Humanos , Neoplasias/genética
10.
J Cell Sci ; 2024 Sep 02.
Artículo en Inglés | MEDLINE | ID: mdl-39219469

RESUMEN

Exocytosis is a dynamic physiological process that enables the release of biomolecules to the surrounding environment via the fusion of membrane compartments to the plasma membrane. Understanding its mechanisms is crucial, as defects can compromise essential biological functions. The development of pH-sensitive optical reporters alongside fluorescence microscopy enables the assessment of individual vesicle exocytosis events at the cellular level. Manual annotation represents, however, a time-consuming task, prone to selection biases and human operational errors. Here, we introduce ExoJ, an automated plugin based on ImageJ2/Fiji. ExoJ identifies user-defined genuine populations of exocytosis events, recording quantitative features including intensity, apparent size and duration. We designed ExoJ to be fully user-configurable, making it suitable to study distinct forms of vesicle exocytosis regardless of the imaging quality. Our plugin demonstrates its capabilities by showcasing distinct exocytic dynamics among tetraspanins and vesicular SNAREs protein reporters. Assessment of performance on synthetic data showed ExoJ is a robust tool, capable to correctly identify exocytosis events independently of signal-to-noise ratio conditions. We propose ExoJ as a standard solution for future comparative and quantitative studies of exocytosis.

11.
Proc Natl Acad Sci U S A ; 120(34): e2305093120, 2023 08 22.
Artículo en Inglés | MEDLINE | ID: mdl-37579138

RESUMEN

Voltage-sensitive dyes (VSDs) are used to image electrical activity in cells and tissues with submillisecond time resolution. Most of these fast sensors are constructed from push-pull chromophores whose fluorescence spectra are modulated by the electric field across the cell membrane. It was found that the substitution of naphthalene with chromene produces a 60 to 80 nm red-shift in absorption and emission spectra while maintaining fluorescence quantum efficiency and voltage sensitivity. One dye was applied to ex vivo murine heart with excitation at 730 nm, by far the longest wavelength reported in voltage imaging. This VSD resolves cardiac action potentials in single trials with 12% ΔF/F per action potential. The well-separated excitation spectra between these long-wavelength VSDs and channelrhodopsin (ChR2) enabled monitoring of action potential propagation in ChR2 hearts without any perturbation of electrical dynamics. Importantly, by employing spatially localized optogenetic manipulation, action potential dynamics can be assessed in an all-optical fashion with no artifact related to optical cross-talk between the reporter and actuator. These new environmentally sensitive chromene-based chromophores are also likely to have applications outside voltage imaging.


Asunto(s)
Colorantes Fluorescentes , Corazón , Ratones , Animales , Potenciales de Acción/fisiología , Corazón/fisiología , Fluorescencia
12.
Proc Natl Acad Sci U S A ; 120(33): e2301644120, 2023 08 15.
Artículo en Inglés | MEDLINE | ID: mdl-37549297

RESUMEN

Sensory inputs are conveyed to distinct primary areas of the neocortex through specific thalamocortical axons (TCA). While TCA have the ability to reorient postnatally to rescue embryonic mistargeting and target proper modality-specific areas, how this remarkable adaptive process is regulated remains largely unknown. Here, using a mutant mouse model with a shifted TCA trajectory during embryogenesis, we demonstrated that TCA rewiring occurs during a short postnatal time window, preceded by a prenatal apoptosis of thalamic neurons-two processes that together lead to the formation of properly innervated albeit reduced primary sensory areas. We furthermore showed that preterm birth, through serotonin modulation, impairs early postnatal TCA plasticity, as well as the subsequent delineation of cortical area boundary. Our study defines a birth and serotonin-sensitive period that enables concerted adaptations of TCA to primary cortical areas with major implications for our understanding of brain wiring in physiological and preterm conditions.


Asunto(s)
Neocórtex , Nacimiento Prematuro , Recién Nacido , Ratones , Animales , Humanos , Embarazo , Femenino , Neuronas/fisiología , Serotonina , Corteza Cerebral/fisiología , Recien Nacido Prematuro , Axones/fisiología , Tálamo/fisiología
13.
J Biol Chem ; 300(3): 105739, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38342435

RESUMEN

The p90 ribosomal S6 kinases (RSK) family of serine/threonine kinases comprises four isoforms (RSK1-4) that lie downstream of the ERK1/2 mitogen-activated protein kinase pathway. RSKs are implicated in fine tuning of cellular processes such as translation, transcription, proliferation, and motility. Previous work showed that pathogens such as Cardioviruses could hijack any of the four RSK isoforms to inhibit PKR activation or to disrupt cellular nucleocytoplasmic trafficking. In contrast, some reports suggest nonredundant functions for distinct RSK isoforms, whereas Coffin-Lowry syndrome has only been associated with mutations in the gene encoding RSK2. In this work, we used the analog-sensitive kinase strategy to ask whether the cellular substrates of distinct RSK isoforms differ. We compared the substrates of two of the most distant RSK isoforms: RSK1 and RSK4. We identified a series of potential substrates for both RSKs in cells and validated RanBP3, PDCD4, IRS2, and ZC3H11A as substrates of both RSK1 and RSK4, and SORBS2 as an RSK1 substrate. In addition, using mutagenesis and inhibitors, we confirmed analog-sensitive kinase data showing that endogenous RSKs phosphorylate TRIM33 at S1119. Our data thus identify a series of potential RSK substrates and suggest that the substrates of RSK1 and RSK4 largely overlap and that the specificity of the various RSK isoforms likely depends on their cell- or tissue-specific expression pattern.


Asunto(s)
Proteínas Quinasas S6 Ribosómicas 90-kDa , Especificidad por Sustrato , Humanos , Sistema de Señalización de MAP Quinasas , Proteínas Quinasas Activadas por Mitógenos/metabolismo , Fosforilación , Isoformas de Proteínas/antagonistas & inhibidores , Isoformas de Proteínas/química , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Proteínas Quinasas S6 Ribosómicas 90-kDa/antagonistas & inhibidores , Proteínas Quinasas S6 Ribosómicas 90-kDa/química , Proteínas Quinasas S6 Ribosómicas 90-kDa/genética , Proteínas Quinasas S6 Ribosómicas 90-kDa/metabolismo , Reproducibilidad de los Resultados , Mutagénesis
14.
Plant J ; 2024 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-39226401

RESUMEN

Photoperiod and temperature-sensitive male sterility rice is an important line for two-line hybrid rice, and the changes in the cultivation temperature strictly control its pollen fertility. However, the mechanism by which temperature variation regulates pollen fertility is still unclear. This study obtained stable fertile PA64S(F) and sterile PA64S(S) rice from PA64S by controlling temperature changes. PA64S(F) shows a normal anther development and fertile pollen under low temperature (21°C), and PA64S(S) shows delayed degradation of the tapetum cells, leading to abnormal pollen wall formation and ubisch development under normal temperature (28°C). The accumulation of reactive oxygen species (ROS) positively correlates with the programmed cell death (PCD) process of tapetum cells. The delayed accumulation of ROS in the PA64S(S) tapetum at early stages leads to a delayed initiation of the PCD process. Importantly, we localized ascorbic acid (ASA) accumulation in the tapetum cells and determined that ASA is a major antioxidant for ROS homeostasis. ROS-inhibited accumulation plants (PA64S-ASA) demonstrated pollen sterility, higher ASA and lower ROS accumulation in the tapetum, and the absence of PCD processes in the tapetum cell. Abnormal changes in the tapetum of PA64S(S) rice disrupted metabolic pathways such as lipid metabolism, cutin and wax synthesis, sugar accumulation, and phenylpropane, affecting pollen wall formation and substance accumulation, suggesting that the timely accumulation of ROS is critical for male fertility. This study highlights the central role of ROS homeostasis in fertility alteration and also provides an avenue to address the effect of environmental temperature changes on pollen fertility in rice.

15.
J Cell Sci ; 136(3)2023 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-36620935

RESUMEN

High expression of the non-receptor tyrosine kinase FER is an independent prognostic factor that correlates with poor survival in breast cancer patients. To investigate whether the kinase activity of FER is essential for its oncogenic properties, we developed an ATP analogue-sensitive knock-in allele (FERASKI). Specific FER kinase inhibition in MDA-MB-231 cells reduces migration and invasion, as well as metastasis when xenografted into a mouse model of breast cancer. Using the FERASKI system, we identified Ski family transcriptional corepressor 1 (SKOR1) as a direct FER kinase substrate. SKOR1 loss phenocopies FER inhibition, leading to impaired proliferation, migration and invasion, and inhibition of breast cancer growth and metastasis formation in mice. We show that SKOR1 Y234, a candidate FER phosphorylation site, is essential for FER-dependent tumor progression. Finally, our work suggests that the SKOR1 Y234 residue promotes Smad2/3 signaling through SKOR1 binding to Smad3. Our study thus identifies SKOR1 as a mediator of FER-dependent progression of high-risk breast cancers.


Asunto(s)
Neoplasias , Proteínas Tirosina Quinasas , Animales , Ratones , Proteínas Tirosina Quinasas/metabolismo , Línea Celular Tumoral , Movimiento Celular , Fosforilación , Transducción de Señal , Neoplasias/metabolismo
16.
Genes Cells ; 29(3): 254-269, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38247314

RESUMEN

Transient receptor potential melastatin 2 (TRPM2) assembles into tetramers to function as an oxidative stress-sensitive Ca2+ channel at the surface membrane. Limited information is currently available on the 10 protein isoforms of mouse TRPM2 (mTRPM2) identified. This study investigated whether these isoforms function as Ca2+ channels and examined their effects on full-length mTRPM2 activity using the HEK 293 cell exogenous expression system. Only full-length mTRPM2, isoform 1 localized to the surface membrane and was activated by oxidative stress. Isoform 7 was clearly recognized by protein quality control systems and degraded by endoplasmic reticulum-associated degradation after transmembrane proteolysis. In the co-expression system, the activation and expression of full-length mTRPM2 were attenuated by its co-expression with isoform 7, but not with the other isoforms. This decrease in the expression of full-length mTRPM2 was recovered by the proteasomal inhibitor. The present results suggest that isoforms other than isoform 1 did not function as oxidative stress-sensitive channels and also that only isoform 7 attenuated the activation of full-length mTRPM2 by targeting it to endoplasmic reticulum-associated degradation. The present study will provide important information on the functional nature of mTRPM2 isoforms for the elucidation of their roles in physiological and patho-physiological responses in vivo using mouse models.


Asunto(s)
Canales Catiónicos TRPM , Humanos , Ratones , Animales , Canales Catiónicos TRPM/genética , Canales Catiónicos TRPM/metabolismo , Degradación Asociada con el Retículo Endoplásmico , Células HEK293 , Estrés Oxidativo , Isoformas de Proteínas/genética , Isoformas de Proteínas/metabolismo , Calcio/metabolismo
17.
Methods ; 229: 41-48, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-38880433

RESUMEN

Graph neural networks (GNNs) have gained significant attention in disease prediction where the latent embeddings of patients are modeled as nodes and the similarities among patients are represented through edges. The graph structure, which determines how information is aggregated and propagated, plays a crucial role in graph learning. Recent approaches typically create graphs based on patients' latent embeddings, which may not accurately reflect their real-world closeness. Our analysis reveals that raw data, such as demographic attributes and laboratory results, offers a wealth of information for assessing patient similarities and can serve as a compensatory measure for graphs constructed exclusively from latent embeddings. In this study, we first construct adaptive graphs from both latent representations and raw data respectively, and then merge these graphs via weighted summation. Given that the graphs may contain extraneous and noisy connections, we apply degree-sensitive edge pruning and kNN sparsification techniques to selectively sparsify and prune these edges. We conducted intensive experiments on two diagnostic prediction datasets, and the results demonstrate that our proposed method surpasses current state-of-the-art techniques.


Asunto(s)
Redes Neurales de la Computación , Humanos , Aprendizaje Automático , Algoritmos
18.
Cereb Cortex ; 34(4)2024 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-38652553

RESUMEN

Luminance and spatial contrast provide information on the surfaces and edges of objects. We investigated neural responses to black and white surfaces in the primary visual cortex (V1) of mice and monkeys. Unlike primates that use their fovea to inspect objects with high acuity, mice lack a fovea and have low visual acuity. It thus remains unclear whether monkeys and mice share similar neural mechanisms to process surfaces. The animals were presented with white or black surfaces and the population responses were measured at high spatial and temporal resolution using voltage-sensitive dye imaging. In mice, the population response to the surface was not edge-dominated with a tendency to center-dominance, whereas in monkeys the response was edge-dominated with a "hole" in the center of the surface. The population response to the surfaces in both species exhibited suppression relative to a grating stimulus. These results reveal the differences in spatial patterns to luminance surfaces in the V1 of mice and monkeys and provide evidence for a shared suppression process relative to grating.


Asunto(s)
Ratones Endogámicos C57BL , Estimulación Luminosa , Animales , Estimulación Luminosa/métodos , Ratones , Masculino , Sensibilidad de Contraste/fisiología , Corteza Visual/fisiología , Neuronas/fisiología , Corteza Visual Primaria/fisiología , Especificidad de la Especie , Imagen de Colorante Sensible al Voltaje , Macaca mulatta
19.
Cereb Cortex ; 34(9)2024 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-39270675

RESUMEN

The human auditory system includes discrete cortical patches and selective regions for processing voice information, including emotional prosody. Although behavioral evidence indicates individuals with autism spectrum disorder (ASD) have difficulties in recognizing emotional prosody, it remains understudied whether and how localized voice patches (VPs) and other voice-sensitive regions are functionally altered in processing prosody. This fMRI study investigated neural responses to prosodic voices in 25 adult males with ASD and 33 controls using voices of anger, sadness, and happiness with varying degrees of emotion. We used a functional region-of-interest analysis with an independent voice localizer to identify multiple VPs from combined ASD and control data. We observed a general response reduction to prosodic voices in specific VPs of left posterior temporal VP (TVP) and right middle TVP. Reduced cortical responses in right middle TVP were consistently correlated with the severity of autistic symptoms for all examined emotional prosodies. Moreover, representation similarity analysis revealed the reduced effect of emotional intensity in multivoxel activation patterns in left anterior superior temporal cortex only for sad prosody. These results indicate reduced response magnitudes to voice prosodies in specific TVPs and altered emotion intensity-dependent multivoxel activation patterns in adult ASDs, potentially underlying their socio-communicative difficulties.


Asunto(s)
Trastorno del Espectro Autista , Emociones , Imagen por Resonancia Magnética , Lóbulo Temporal , Voz , Humanos , Masculino , Trastorno del Espectro Autista/fisiopatología , Trastorno del Espectro Autista/diagnóstico por imagen , Trastorno del Espectro Autista/psicología , Lóbulo Temporal/fisiopatología , Lóbulo Temporal/diagnóstico por imagen , Adulto , Emociones/fisiología , Adulto Joven , Percepción del Habla/fisiología , Mapeo Encefálico/métodos , Estimulación Acústica , Percepción Auditiva/fisiología
20.
Mol Ther ; 32(2): 440-456, 2024 Feb 07.
Artículo en Inglés | MEDLINE | ID: mdl-38213031

RESUMEN

Here we introduce a first-in-class microRNA-sensitive oncolytic Zika virus (ZIKV) for virotherapy application against central nervous system (CNS) tumors. The described methodology produced two synthetic modified ZIKV strains that are safe in normal cells, including neural stem cells, while preserving brain tropism and oncolytic effects in tumor cells. The microRNA-sensitive ZIKV introduces genetic modifications in two different virus sites: first, in the established 3'UTR region, and secondly, in the ZIKV protein coding sequence, demonstrating for the first time that the miRNA inhibition systems can be functional outside the UTR RNA sites. The total tumor remission in mice bearing human CNS tumors, including metastatic tumor growth, after intraventricular and systemic modified ZIKV administration, confirms the promise of this virotherapy as a novel agent against brain tumors-highly deadly diseases in urgent need of effective advanced therapies.


Asunto(s)
Neoplasias del Sistema Nervioso Central , MicroARNs , Viroterapia Oncolítica , Virus Oncolíticos , Infección por el Virus Zika , Virus Zika , Humanos , Ratones , Animales , Virus Oncolíticos/genética , Virus Zika/genética , MicroARNs/genética , Infección por el Virus Zika/terapia , Viroterapia Oncolítica/métodos
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