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1.
Mass Spectrom Rev ; 2024 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-39308031

RESUMEN

Nucleic acids are fundamental biological molecules that encode and convey genetic information within living organisms. Over 150 modifications have been found in nucleic acids, which are involved in critical biological functions, including regulating gene expression, stabilizing nucleic acid structure, modulating protein translation, and so on. The dysregulation of nucleic acid modifications is correlated with many diseases such as cancers and neurological disorders. However, it is still challenging to simultaneously characterize and quantify diverse modifications using traditional genomic methods. Mass spectrometry (MS) has served as a crucial tool to solve this issue, and can directly identify the modified species through their distinct mass differences compared to the canonical ones and provide accurate quantitative information. This review surveys the history of nucleic acid modification discovery, advancements in MS-based methods, nucleic acid sample preparation, and applications in biological and medical research. We expect the high-throughput and valuable quantitative information from MS analysis will be more broadly applied to studying nucleic acid modification status in different pathological conditions, which is key to filling gaps in traditional genomics and transcriptomics research and enabling researchers to gain insights into epigenetics and epitranscriptomics.

2.
Mar Environ Res ; 202: 106734, 2024 Sep 07.
Artículo en Inglés | MEDLINE | ID: mdl-39244953

RESUMEN

Laizhou Bay, a major breeding ground for economic marine organisms in the northern waters of China, is facing rapid environmental degradation. In this study, field surveys in this area were conducted in the spring, summer, and autumn of 2020. Microscopic observation and RuBisCO large subunit (rbcL) gene analysis were employed to understand the community structure and temporal dynamics of phytoplankton. The phytoplankton community structures detected by the two methods showed significant differences. Microscopic observation revealed the dominance of dinoflagellates in spring that shifted to the dominance of diatoms in summer and autumn. However, rbcL gene sequencing consistently identified diatoms as dominant throughout all three seasons, with their relative abundance showing an increasing trend. Conversely, the relative abundance of the second- and third-most abundant taxa, namely, haptophytes and ochrophytes, decreased as the seasons transitioned. rbcL gene sequencing annotated more species than microscopy. It could detect haptophytes and cryptophytes, which were overlooked by microscopy. In addition, rbcL gene sequencing detected a remarkable amount of Thalassiosira profunda, which was previously unidentified in this sea area. However, it appeared to underestimate the contribution of dinoflagellates considerably, with most taxa being only identified through microscopic identification. The two methods jointly identified 28 harmful algal bloom taxa with similar detection quantities but substantial differences in species composition. Phytoplankton communities were influenced by temperature, salinity, and nutrients. The results of this work suggest that a combination of multiple techniques is necessary for a comprehensive understanding of phytoplankton.

3.
Cell ; 187(19): 5228-5237.e12, 2024 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-39173631

RESUMEN

GlycoRNA consists of RNAs modified with secretory N-glycans that are presented on the cell surface. Although previous work supported a covalent linkage between RNA and glycans, the direct chemical nature of the RNA-glycan connection was not described. Here, we develop a sensitive and scalable protocol to detect and characterize native glycoRNAs. Leveraging RNA-optimized periodate oxidation and aldehyde ligation (rPAL) and sequential window acquisition of all theoretical mass spectra (SWATH-MS), we identified the modified RNA base 3-(3-amino-3-carboxypropyl)uridine (acp3U) as a site of attachment of N-glycans in glycoRNA. rPAL offers sensitivity and robustness as an approach for characterizing direct glycan-RNA linkages occurring in cells, and its flexibility will enable further exploration of glycoRNA biology.


Asunto(s)
Polisacáridos , Polisacáridos/metabolismo , Polisacáridos/química , Uridina/metabolismo , Uridina/química , Humanos , ARN/metabolismo , ARN/química , Oxidación-Reducción
4.
Proc Natl Acad Sci U S A ; 121(33): e2318601121, 2024 Aug 13.
Artículo en Inglés | MEDLINE | ID: mdl-39116123

RESUMEN

Serial capture affinity purification (SCAP) is a powerful method to isolate a specific protein complex. When combined with cross-linking mass spectrometry and computational approaches, one can build an integrated structural model of the isolated complex. Here, we applied SCAP to dissect a subpopulation of WDR76 in complex with SPIN1, a histone reader that recognizes trimethylated histone H3 lysine4 (H3K4me3). In contrast to a previous SCAP analysis of the SPIN1:SPINDOC complex, histones and the H3K4me3 mark were enriched with the WDR76:SPIN1 complex. Next, interaction network analysis of copurifying proteins and microscopy analysis revealed a potential role of the WDR76:SPIN1 complex in the DNA damage response. Since we detected 149 pairs of cross-links between WDR76, SPIN1, and histones, we then built an integrated structural model of the complex where SPIN1 recognized the H3K4me3 epigenetic mark while interacting with WDR76. Finally, we used the powerful Bayesian Integrative Modeling approach as implemented in the Integrative Modeling Platform to build a model of WDR76 and SPIN1 bound to the nucleosome.


Asunto(s)
Daño del ADN , Histonas , Nucleosomas , Histonas/metabolismo , Histonas/química , Nucleosomas/metabolismo , Humanos , Unión Proteica , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ciclo Celular/química , Proteínas de Ciclo Celular/genética , Proteínas Portadoras/metabolismo , Proteínas Portadoras/química , Modelos Moleculares , ATPasas Asociadas con Actividades Celulares Diversas , ADN Helicasas
5.
Nanomaterials (Basel) ; 14(13)2024 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-38998682

RESUMEN

Inorganic hydrated salt phase change materials (PCMs) hold promise for improving the energy conversion efficiency of thermal systems and facilitating the exploration of renewable thermal energy. Hydrated salts, however, often suffer from low thermal conductivity, supercooling, phase separation, leakage and poor solar absorptance. In recent years, compounding hydrated salts with functional carbon materials has emerged as a promising way to overcome these shortcomings and meet the application demands. This work reviews the recent progress in preparing carbon-enhanced hydrated salt phase change composites for thermal management applications. The intrinsic properties of hydrated salts and their shortcomings are firstly introduced. Then, the advantages of various carbon materials and general approaches for preparing carbon-enhanced hydrated salt PCM composites are briefly described. By introducing representative PCM composites loaded with carbon nanotubes, carbon fibers, graphene oxide, graphene, expanded graphite, biochar, activated carbon and multifunctional carbon, the ways that one-dimensional, two-dimensional, three-dimensional and hybrid carbon materials enhance the comprehensive thermophysical properties of hydrated salts and affect their phase change behavior is systematically discussed. Through analyzing the enhancement effects of different carbon fillers, the rationale for achieving the optimal performance of the PCM composites, including both thermal conductivity and phase change stability, is summarized. Regarding the applications of carbon-enhanced hydrate salt composites, their use for the thermal management of electronic devices, buildings and the human body is highlighted. Finally, research challenges for further improving the overall thermophysical properties of carbon-enhanced hydrated salt PCMs and pushing towards practical applications and potential research directions are discussed. It is expected that this timely review could provide valuable guidelines for the further development of carbon-enhanced hydrated salt composites and stimulate concerted research efforts from diverse communities to promote the widespread applications of high-performance PCM composites.

6.
Zhen Ci Yan Jiu ; 49(6): 661-666, 2024 Jun 25.
Artículo en Inglés, Chino | MEDLINE | ID: mdl-38897811

RESUMEN

The STRICTA checklist is the guideline for reporting clinical trials undertaken using acupuncture intervention. As an extension of the CONSORT checklist, the STRICTA checklist facilitates the reporting quality of acupuncture clinical trials. The clinical research paradigm changes along with the development of science and technology. It is crucial to ensure whether or not the existing STRICTA checklist guides the reporting clinical trials of acupuncture now and in the future as well. This paper introduces the development and the updating procedure of the STRICTA checklist, analyzes the characteristics of utility and the limitation, and proposes several suggestions on the difficulties and challenges encountered in the implementation of the STRICTA checklist of current version so as to advance the further update and improvement.


Asunto(s)
Terapia por Acupuntura , Lista de Verificación , Humanos , Terapia por Acupuntura/normas , Ensayos Clínicos como Asunto/normas , Proyectos de Investigación/normas
7.
Appl Opt ; 63(15): 4068-4076, 2024 May 20.
Artículo en Inglés | MEDLINE | ID: mdl-38856500

RESUMEN

The terahertz spectrum has the ability to provide high-speed communication and millimeter-level resolution. As a result, terahertz-integrated sensing and communication (ISAC) has been identified as a key enabler for 6G wireless networks. This work discusses a photonics-based D-band communication system for integrated high-resolution localization and high-speed wireless communication. Our empirical results show that a communication rate of 5 Gbps over a distance of 1.5 m and location identification of the target with millimeter-level (<4m m) range resolution can be conducted simultaneously using the same signal. We also show that the error due to the thickness of the beam splitter can be eliminated, while the quantization error and the random drift errors are the limiting factors of the resolution achieved. This experimental demonstration using D-band communication indicates that terahertz ISAC can be realized for 6G networks while considering the underlying system restrictions (e.g., bandwidth limit and lens diameter).

8.
BMJ Open ; 14(6): e084932, 2024 Jun 03.
Artículo en Inglés | MEDLINE | ID: mdl-38830742

RESUMEN

OBJECTIVES: This study aimed to investigate the current status of innovative behaviours among nurses in traditional Chinese medicine (TCM) hospitals using latent profile analysis, identify potential subgroups and their population characteristics and explore factors associated with different categories. DESIGN: Cross-sectional study. SETTING: Six TCM hospitals in Anhui, China. PARTICIPANTS: From 1 April 2023 to 31 July 2023, a total of 642 registered nurses with more than 1 year of work experience were recruited from the clinical departments of six TCM hospitals using a stratified cluster sampling method. 529 valid questionnaires were recovered, presenting a validity rate of 82.40%. PRIMARY AND SECONDARY OUTCOME MEASURES: Data were collected through online surveys containing a sociodemographic questionnaire, the Nurse Innovative Behaviour Scale, the Nurse Adversity Quotient Self-Evaluation Scale and the Conditions for Work Effectiveness Questionnaire-II. Latent profile analysis was performed to identify categorisation features of nurses' innovative behaviour in TCM hospitals. Multiple logistic regression analyses were used to investigate associated factors with profile membership. RESULTS: TCM hospital nurses' innovative behaviours were mainly classified into three types of latent profiles: low innovative behaviour (35.3%), moderate innovative behaviour (48.4%) and high innovative behaviour (16.3%). The results of multiple logistic regression analyses indicated that gender, monthly income, department, hospital level, position, nurse competency level, any training attended related to TCM knowledge and skills, adversity quotient level and structural empowerment level were the influencing factors for the potential profiles. CONCLUSIONS: The innovative behaviour of nurses in TCM hospitals can be classified into three categories. Studying the heterogeneity of the innovative behaviour of nurses in TCM hospitals and its associated factors provides evidence for nursing administrators and educators to develop individualised interventions based on each latent characteristic to improve the innovative behaviour of nurses in TCM hospitals. It is of great significance to the heritage and innovative development of TCM nursing.


Asunto(s)
Personal de Enfermería en Hospital , Humanos , Estudios Transversales , China , Femenino , Adulto , Masculino , Encuestas y Cuestionarios , Personal de Enfermería en Hospital/psicología , Medicina Tradicional China , Actitud del Personal de Salud , Persona de Mediana Edad , Enfermeras y Enfermeros/psicología
9.
bioRxiv ; 2024 Jun 02.
Artículo en Inglés | MEDLINE | ID: mdl-38854050

RESUMEN

Protein arginylation is an essential posttranslational modification (PTM) catalyzed by arginyl-tRNA-protein transferase 1 (ATE1) in mammalian systems. Arginylation features a post-translational conjugation of an arginyl to a protein, making it extremely challenging to differentiate from translational arginine residues with the same mass in a protein sequence. Here we present a general activity-based arginylation profiling (ABAP) platform for the unbiased discovery of arginylation substrates and their precise modification sites. This method integrates isotopic arginine labeling into an ATE1 assay utilizing biological lysates (ex vivo) rather than live cells, thus eliminating translational bias derived from the ribosomal activity and enabling bona fide arginylation identification using isotopic features. ABAP has been successfully applied to an array of peptide, protein, cell, patient, and animal tissue samples using 20 µg sample input, with 229 unique arginylation sites revealed from human proteomes. Representative sites were validated and followed up for their biological functions. The developed platform is globally applicable to the aforementioned sample types and therefore paves the way for functional studies of this difficult-to-characterize protein modification.

10.
Medicine (Baltimore) ; 103(26): e38731, 2024 Jun 28.
Artículo en Inglés | MEDLINE | ID: mdl-38941399

RESUMEN

To identify the relationship between leadership and work readiness in a cohort of new head nurses in China. This cross-sectional study enrolled 225 newly appointed head nurses in public tertiary hospitals in China, which were selected using convenience sampling. Data were collected using online questionnaires that included a sociodemographic characteristics form, the Nursing Managers Leadership Scale (NMLS), and the New Nurse Leaders' Job Readiness Scale (NNLJRS). IBM SPSS v.25 was used for statistical analysis. The overall mean scores of NMLS (100.50 ±â€…17.64) and NNLJRS (111.90 ±â€…15.84) of the 225 new nurse leaders were at moderate levels. The results of the Pearson correlation analysis and the hierarchical regression analysis further indicated that there was a significant positive correlation between leadership and work readiness of new head nurses (r = 0.85, P < .001), as well as charisma (ß = 0.19, P < .01), affinity (ß = 0.18, P < .01), coordination ability (ß = 0.32, P < .01), and motivational ability (ß = 0.21, P < .01) in leadership were found to be positively associated with work readiness. This study found that the leadership and work readiness of the new head nurses still needed improvement. A significant relationship was found between these 2 variables, and charisma, affinity, coordination ability, and motivational ability in the leadership ability of the new head nurses facilitated the level of work readiness. Nursing administration should create a leadership development series program focusing on the development of charisma, affinity, coordination ability, and motivational ability to support the work readiness of new nurse managers and help them with role transition.


Asunto(s)
Liderazgo , Humanos , Estudios Transversales , China , Femenino , Masculino , Adulto , Encuestas y Cuestionarios , Enfermeras Administradoras/psicología , Personal de Enfermería en Hospital/psicología , Personal de Enfermería en Hospital/organización & administración , Adulto Joven
11.
Nat Commun ; 15(1): 4578, 2024 May 29.
Artículo en Inglés | MEDLINE | ID: mdl-38811586

RESUMEN

Modulation of the cervix by steroid hormones and commensal microbiome play a central role in the health of the female reproductive tract. Here we describe organ-on-a-chip (Organ Chip) models that recreate the human cervical epithelial-stromal interface with a functional epithelial barrier and production of mucus with biochemical and hormone-responsive properties similar to living cervix. When Cervix Chips are populated with optimal healthy versus dysbiotic microbial communities (dominated by Lactobacillus crispatus and Gardnerella vaginalis, respectively), significant differences in tissue innate immune responses, barrier function, cell viability, proteome, and mucus composition are observed that are similar to those seen in vivo. Thus, human Cervix Organ Chips represent physiologically relevant in vitro models to study cervix physiology and host-microbiome interactions, and hence may be used as a preclinical testbed for development of therapeutic interventions to enhance women's health.


Asunto(s)
Cuello del Útero , Interacciones Microbiota-Huesped , Inmunidad Innata , Microbiota , Humanos , Femenino , Cuello del Útero/microbiología , Cuello del Útero/inmunología , Microbiota/inmunología , Interacciones Microbiota-Huesped/inmunología , Gardnerella vaginalis/inmunología , Lactobacillus crispatus/inmunología , Moco/inmunología , Moco/microbiología , Moco/metabolismo , Dispositivos Laboratorio en un Chip
12.
bioRxiv ; 2024 Mar 13.
Artículo en Inglés | MEDLINE | ID: mdl-38559279

RESUMEN

Glycans modify protein, lipid, and even RNA molecules to form the regulatory outer coat on cells called the glycocalyx. The changes in glycosylation have been linked to the initiation and progression of many diseases. Thus, while the significance of glycosylation is well established, a lack of accessible methods to characterize glycans has hindered the ability to understand their biological functions. Mass spectrometry (MS)-based methods have generally been at the core of most glycan profiling efforts; however, modern data-independent acquisition (DIA), which could increase sensitivity and simplify workflows, has not been benchmarked for analyzing glycans. Herein, we developed a DIA-based glycomic workflow, termed GlycanDIA, to identify and quantify glycans with high sensitivity and accuracy. The GlycanDIA workflow combined higher energy collisional dissociation (HCD)-MS/MS and staggered windows for glycomic analysis, which facilitates the sensitivity in identification and the accuracy in quantification compared to conventional data-dependent acquisition (DDA)-based glycomics. To facilitate its use, we also developed a generic search engine, GlycanDIA Finder, incorporating an iterative decoy searching for confident glycan identification and quantification from DIA data. The results showed that GlycanDIA can distinguish glycan composition and isomers from N-glycans, O-glycans, and human milk oligosaccharides (HMOs), while it also reveals information on low-abundant modified glycans. With the improved sensitivity, we performed experiments to profile N-glycans from RNA samples, which have been underrepresented due to their low abundance. Using this integrative workflow to unravel the N-glycan profile in cellular and tissue glycoRNA samples, we found that RNA-glycans have specific forms as compared to protein-glycans and are also tissue-specific differences, suggesting distinct functions in biological processes. Overall, GlycanDIA can provide comprehensive information for glycan identification and quantification, enabling researchers to obtain in-depth and refined details on the biological roles of glycosylation.

13.
Chem Sci ; 15(14): 5256-5267, 2024 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-38577366

RESUMEN

Cell membrane glycoproteins are generally highly fucosylated and sialylated, and post-translational modifications play important roles in the proteins' functions of signaling, binding and cellular processing. For these reasons, methods for measuring sialic acid-mediated protein-protein interactions have been developed. However, determining the role of fucose in these interactions has been limited by technological barriers that have thus far hindered the ability to characterize and observe fucose-mediated protein-protein interactions. Herein, we describe a method to metabolically label mammalian cells with modified fucose, which incorporates a bioorthogonal group into cell membrane glycoproteins thereby enabling the characterization of cell-surface fucose interactome. Copper-catalyzed click chemistry was used to conjugate a proximity labeling probe, azido-FeBABE. Following the addition of hydrogen peroxide (H2O2), the fucose-azido-FeBABE catalyzed the formation of hydroxyl radicals, which in turn oxidized the amino acids in the proximity of the labeled fucose residue. The oxidized peptides were identified using liquid chromatography coupled with tandem mass spectrometry (LC-MS/MS). Variations in degree of protein oxidation were obtained with different H2O2 reaction times yielding the acquisition of spatial information of the fucose-interacting proteins. In addition, specific glycoprotein-protein interactions were constructed for Galectin-3 (LEG3) and Galectin-3-binding protein (LG3BP) illustrating the further utility of the method. This method identifies new fucose binding partners thereby enhancing our understanding of the cell glycocalyx.

14.
Nat Commun ; 15(1): 2467, 2024 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-38503750

RESUMEN

In higher eukaryotes, a single DOT1 histone H3 lysine 79 (H3K79) methyltransferase processively produces H3K79me2/me3 through histone H2B mono-ubiquitin interaction, while the kinetoplastid Trypanosoma brucei di-methyltransferase DOT1A and tri-methyltransferase DOT1B efficiently methylate the homologous H3K76 without H2B mono-ubiquitination. Based on structural and biochemical analyses of DOT1A, we identify key residues in the methyltransferase motifs VI and X for efficient ubiquitin-independent H3K76 methylation in kinetoplastids. Substitution of a basic to an acidic residue within motif VI (Gx6K) is essential to stabilize the DOT1A enzyme-substrate complex, while substitution of the motif X sequence VYGE by CAKS renders a rigid active-site loop flexible, implying a distinct mechanism of substrate recognition. We further reveal distinct methylation kinetics and substrate preferences of DOT1A (H3K76me0) and DOT1B (DOT1A products H3K76me1/me2) in vitro, determined by a Ser and Ala residue within motif IV, respectively, enabling DOT1A and DOT1B to mediate efficient H3K76 tri-methylation non-processively but cooperatively, and suggesting why kinetoplastids have evolved two DOT1 enzymes.


Asunto(s)
Histonas , Ubiquitina , Histonas/metabolismo , Lisina/metabolismo , N-Metiltransferasa de Histona-Lisina/metabolismo , Metilación
15.
J Environ Manage ; 351: 119901, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-38147767

RESUMEN

The occurrence of abnormal phytoplankton blooms is one of the significant changes in coastal ecosystems due to climate change. However, the underlying mechanism of such blooms remains poorly understood due to the complexity of the system. In this study, the data from numerous observations was used to elucidate the unprecedented phytoplankton blooms in the autumn and winter of 2021 in Laizhou Bay, a typical aquaculture bay in the southern Bohai Sea of China. The abundance of phytoplankton cells increased by more than tenfold in the southern waters compared to that in the same period from 2019 to 2020. The phytoplankton bloom was first observed in winter in the Bohai Sea, with the cell abundance in the southern bay exceeding 108 cells L-1 in December 2021. The diversity and evenness of phytoplankton communities decreased in the southern area. Cerataulina pelagica was the dominant algae, comprising 69 % of the total phytoplankton in October and 99 % in December. In autumn 2021, the largest flood of the Yellow River in recent decades occurred. This was attributed to extreme rainfall events within the river basin. The input of substantial riverine nutrients played a significant role in promoting phytoplankton blooms. Correlation analysis indicated the important cumulative impact of the Yellow River on phytoplankton blooms rather than a direct short-term effect. Numerical modeling results indicated that exceptionally high Yellow River discharge in autumn could significantly affect the entire bay from autumn to the following spring. This study may contribute to understanding the abnormal phytoplankton blooms in coastal waters and provide valuable insights for environmental management in river basins and coastal waters.


Asunto(s)
Diatomeas , Fitoplancton , Ecosistema , Ríos , China
16.
J Proteome Res ; 22(12): 3676-3682, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37917986

RESUMEN

Chemical proteomics utilizes small-molecule probes to covalently engage with their interacting proteins. Since chemical probes are tagged to the active or binding sites of functional proteins, chemical proteomics can be used to profile protein targets, reveal precise binding sites/mechanisms, and screen inhibitors competing with probes in a biological context. These capabilities of chemical proteomics have great potential to enable discoveries of both drug targets and lead compounds. However, chemical proteomics is limited by the time-consuming bottleneck of sample preparations, which are processed manually. With the advancement of robotics and artificial intelligence, it is now possible to automate workflows to make chemical proteomics sample preparation a high-throughput process. An automated robotic system represents a major technological opportunity to speed up advances in proteomics, open new frontiers in drug target discovery, and broaden the future of chemical biology.


Asunto(s)
Inteligencia Artificial , Proteómica , Automatización , Proteínas/química , Descubrimiento de Drogas
17.
Chem Commun (Camb) ; 59(83): 12499-12502, 2023 Oct 17.
Artículo en Inglés | MEDLINE | ID: mdl-37786919

RESUMEN

The interest in MS-based analysis of modified nucleic acids is increasing due to the application of nucleic acids in therapeutics. However, there are few available integrated platforms for characterizing nucleic acid modifications. Herein, we report a general mass spectrometry-based SWATH platform to identify and quantify both RNA and DNA modifications, which we call SWATH analysis of modified nucleic acids (SWAMNA). SWAMNA incorporates the search engine, NuMo finder, enabling the analysis of modifications in native and permethylated form. SWAMNA will aid discoveries that provide new insights into nucleic acid modifications.


Asunto(s)
Ácidos Nucleicos , ARN , Espectrometría de Masas
19.
Comput Biol Med ; 167: 107609, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37883854

RESUMEN

Cerebrovascular (i.e., cerebral vessel) segmentation is essential for diagnosing and treating brain diseases. Convolutional neural network models, such as U-Net, are commonly used for this purpose. Unfortunately, such models may not be entirely satisfactory in dealing with cerebrovascular segmentation with tumors due to the following issues: (1) Relatively small number of clinical datasets from patients obtained through different modalities such as computed tomography (CT) and magnetic resonance imaging (MRI), leading to inadequate training and lack of transferability in the modeling; (2) Insufficient feature extraction caused by less attention to both convolution sizes and cerebral vessel edges. Inspired by the existence of similar features on cerebral vessels between normal subjects and patients, we propose a transfer learning strategy based on a pre-trained nested model called TL-MSE2-Net. This model uses one of the publicly available datasets for cerebrovascular segmentation with aneurysms. To address issue (1), our transfer learning strategy leverages a pre-trained model that uses a large number of datasets from normal subjects, providing a potential solution to the lack of sufficient clinical datasets. To tackle issue (2), we structure the pre-trained model based on 3D U-Net, comprising three blocks: ResMul, DeRes, and REAM. The ResMul and DeRes blocks enhance feature extraction by utilizing multiple convolution sizes to capture multiscale features, and the REAM block increases the weight of the voxels on the edges of the given 3D volume. We evaluated the proposed model on one small private clinical dataset and two publicly available datasets. The experimental results demonstrated that our MSE2-Net framework achieved an average Dice score of 70.81 % and 89.08 % on the two publicly available datasets, outperforming other state-of-the-art methods. Ablation studies were also conducted to validate the effectiveness of each block. The proposed TL-MSE2-Net yielded better results than MSE2-Net on a small private clinical dataset, with increases of 5.52 %, 3.37 %, 6.71 %, and 0.85 % for the Dice score, sensitivity, Jaccard index, and precision, respectively.


Asunto(s)
Aneurisma , Aprendizaje , Humanos , Redes Neurales de la Computación , Tomografía Computarizada por Rayos X , Aprendizaje Automático , Procesamiento de Imagen Asistido por Computador
20.
Nature ; 622(7981): 173-179, 2023 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-37731000

RESUMEN

Lysine residues in histones and other proteins can be modified by post-translational modifications that encode regulatory information1. Lysine acetylation and methylation are especially important for regulating chromatin and gene expression2-4. Pathways involving these post-translational modifications are targets for clinically approved therapeutics to treat human diseases. Lysine methylation and acetylation are generally assumed to be mutually exclusive at the same residue. Here we report cellular lysine residues that are both methylated and acetylated on the same side chain to form Nε-acetyl-Nε-methyllysine (Kacme). We show that Kacme is found on histone H4 (H4Kacme) across a range of species and across mammalian tissues. Kacme is associated with marks of active chromatin, increased transcriptional initiation and is regulated in response to biological signals. H4Kacme can be installed by enzymatic acetylation of monomethyllysine peptides and is resistant to deacetylation by some HDACs in vitro. Kacme can be bound by chromatin proteins that recognize modified lysine residues, as we demonstrate with the crystal structure of acetyllysine-binding protein BRD2 bound to a histone H4Kacme peptide. These results establish Kacme as a cellular post-translational modification with the potential to encode information distinct from methylation and acetylation alone and demonstrate that Kacme has all the hallmarks of a post-translational modification with fundamental importance to chromatin biology.


Asunto(s)
Acetilación , Cromatina , Lisina , Metilación , Procesamiento Proteico-Postraduccional , Sitio de Iniciación de la Transcripción , Animales , Humanos , Cromatina/química , Cromatina/genética , Cromatina/metabolismo , Histonas/química , Histonas/metabolismo , Lisina/análogos & derivados , Lisina/química , Lisina/metabolismo , Péptidos/química , Péptidos/metabolismo , Histona Desacetilasas/metabolismo
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