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1.
Methods Mol Biol ; 2856: 11-22, 2025.
Artigo em Inglês | MEDLINE | ID: mdl-39283444

RESUMO

The Structural Maintenance of Chromosomes (SMC) protein complexes are DNA-binding molecular machines required to shape chromosomes into functional units and to safeguard the genome through cell division. These ring-shaped multi-subunit protein complexes, which are present in all kingdoms of life, achieve this by organizing chromosomes in three-dimensional space. Mechanistically, the SMC complexes hydrolyze ATP to either stably entrap DNA molecules within their lumen, or rapidly reel DNA into large loops, which allow them to link two stretches of DNA in cis or trans. In this chapter, the canonical structure of the SMC complexes is first introduced, followed by a description of the composition and general functions of the main types of eukaryotic and prokaryotic SMC complexes. Thereafter, the current model for how SMC complexes perform in vitro DNA loop extrusion is presented. Lastly, chromosome loop formation by SMC complexes is introduced, and how the DNA loop extrusion mechanism contributes to chromosome looping by SMC complexes in cells is discussed.


Assuntos
Cromossomos , Cromossomos/química , Complexos Multiproteicos/metabolismo , Complexos Multiproteicos/química , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ciclo Celular/genética , DNA/química , DNA/metabolismo , DNA/genética , Proteínas Cromossômicas não Histona/metabolismo , Proteínas Cromossômicas não Histona/química , Trifosfato de Adenosina/metabolismo , Proteínas de Ligação a DNA/metabolismo , Proteínas de Ligação a DNA/química
2.
Methods Mol Biol ; 2856: 281-292, 2025.
Artigo em Inglês | MEDLINE | ID: mdl-39283459

RESUMO

Biomolecules contain various heterogeneities in their structures and local chemical properties, and their functions emerge through the dynamics encoded by these heterogeneities. Molecular dynamics model-based studies will greatly contribute to the elucidation of such chemical/mechanical structure-dynamics-function relationships and the mechanisms that generate them. Coarse-grained molecular dynamics models with appropriately designed nonuniform local interactions play an important role in considering the various phenomena caused by large molecular complexes consisting of various proteins and DNA such as nuclear chromosomes. Therefore, in this chapter, we will introduce a method for constructing a coarse-grained molecular dynamics model that simulates the global behavior of each chromosome in the nucleus of a mammalian cell containing many giant chromosomes.


Assuntos
Núcleo Celular , Simulação de Dinâmica Molecular , Núcleo Celular/metabolismo , Núcleo Celular/química , Animais , Humanos , Cromossomos/química , DNA/química , DNA/metabolismo , Mamíferos
3.
Methods Mol Biol ; 2856: 419-432, 2025.
Artigo em Inglês | MEDLINE | ID: mdl-39283466

RESUMO

Imaging-based spatial multi-omics technologies facilitate the analysis of higher-order genomic structures, gene transcription, and the localization of proteins and posttranslational modifications (PTMs) at the single-allele level, thereby enabling detailed observations of biological phenomena, including transcription machinery within cells and tissues. This chapter details the principles of such technologies, with a focus on DNA/RNA/immunofluorescence (IF) sequential fluorescence in situ hybridization (seqFISH). A comprehensive step-by-step protocol for image analysis is provided, covering image preprocessing, spot detection, and data visualization. For practical application, complete Jupyter Notebook codes are made available on GitHub ( https://github.com/Ochiai-Lab/seqFISH_analysis ).


Assuntos
DNA , Imunofluorescência , Processamento de Imagem Assistida por Computador , Hibridização in Situ Fluorescente , RNA , Software , Hibridização in Situ Fluorescente/métodos , RNA/genética , RNA/análise , RNA/metabolismo , Processamento de Imagem Assistida por Computador/métodos , DNA/genética , Imunofluorescência/métodos , Humanos , Animais
4.
Spectrochim Acta A Mol Biomol Spectrosc ; 324: 124987, 2025 Jan 05.
Artigo em Inglês | MEDLINE | ID: mdl-39163774

RESUMO

While numerous methods exist for diagnosing tumors through the detection of miRNA within tumor cells, few can simultaneously achieve both tumor diagnosis and treatment. In this study, a novel graphene oxide (GO)-based DNA nanodevice (DND), initiated by miRNA, was developed for fluorescence signal amplification imaging and photodynamic therapy in tumor cells. After entering the cells, tumor-associated miRNA drives DND to Catalyzed hairpin self-assembly (CHA). The CHA reaction generated a multitude of DNA Y-type structures, resulting in a substantial amplification of Ce6 fluorescence release and the generation of numerous singlet oxygen (1O2) species induced by laser irradiation, consequently inducing cell apoptosis. In solution, DND exhibited high selectivity and sensitivity to miRNA-21, with a detection limit of 11.47 pM. Furthermore, DND discriminated between normal and tumor cells via fluorescence imaging and specifically generated O21 species in tumor cells upon laser irradiation, resulting in tumor cells apoptosis. The DND offer a new approach for the early diagnosis and timely treatment of malignant tumors.


Assuntos
DNA , Grafite , MicroRNAs , Fotoquimioterapia , Nanomedicina Teranóstica , Fotoquimioterapia/métodos , Humanos , MicroRNAs/análise , Grafite/química , Nanomedicina Teranóstica/métodos , DNA/química , Apoptose/efeitos dos fármacos , Imagem Óptica , Linhagem Celular Tumoral , Oxigênio Singlete/metabolismo , Oxigênio Singlete/química , Neoplasias/tratamento farmacológico , Neoplasias/diagnóstico por imagem
5.
Methods Mol Biol ; 2854: 117-125, 2025.
Artigo em Inglês | MEDLINE | ID: mdl-39192124

RESUMO

Beyond its role as the bearer of genetic material, DNA also plays a crucial role in the activation phase of innate immunity. Pathogen recognition receptors (PRRs) and their homologs, pathogen-associated molecular patterns (PAMPs), form the foundation for driving innate immune activation and the induction of immune responses during infection. In the context of DNA viruses or bacterial infections, specific DNA sequences are recognized and bound by DNA sensors, marking the DNA as a PAMP for host recognition and subsequent activation of innate immunity. The primary DNA sensor pathway known to date is cGAS-STING, which can induce Type I interferons (IFN) and innate immune responses against viruses and bacteria. Additionally, the cGAS-STING pathway has been identified to mediate functions in autophagy and senescence. Herein, we introduce methods for using DNA PAMPs as molecular tools to study the role of cGAS-STING and its signaling pathway in regulating innate immunity, both in vitro and in vivo.


Assuntos
DNA , Imunidade Inata , Proteínas de Membrana , Nucleotidiltransferases , Transdução de Sinais , Nucleotidiltransferases/metabolismo , Nucleotidiltransferases/genética , Proteínas de Membrana/metabolismo , Proteínas de Membrana/genética , Humanos , DNA/metabolismo , DNA/genética , Animais , Moléculas com Motivos Associados a Patógenos/metabolismo , Moléculas com Motivos Associados a Patógenos/imunologia , Camundongos
6.
Methods Mol Biol ; 2852: 47-64, 2025.
Artigo em Inglês | MEDLINE | ID: mdl-39235736

RESUMO

Electrochemical approaches, along with miniaturization of electrodes, are increasingly being employed to detect and quantify nucleic acid biomarkers. Miniaturization of the electrodes is achieved through the use of screen-printed electrodes (SPEs), which consist of one to a few dozen sets of electrodes, or by utilizing printed circuit boards. Electrode materials used in SPEs include glassy carbon (Chiang H-C, Wang Y, Zhang Q, Levon K, Biosensors (Basel) 9:2-11, 2019), platinum, carbon, and graphene (Cheng FF, He TT, Miao HT, Shi JJ, Jiang LP, Zhu JJ, ACS Appl Mater Interfaces 7:2979-2985, 2015). There are numerous modifications to the electrode surfaces as well (Cheng FF, He TT, Miao HT, Shi JJ, Jiang LP, Zhu JJ, ACS Appl Mater Interfaces 7:2979-2985, 2015). These approaches offer distinct advantages, primarily due to their demonstrated superior limit of detection without amplification. Using the SPEs and potentiostats, we can detect cells, proteins, DNA, and RNA concentrations in the nanomolar (nM) to attomolar (aM) range. The focus of this chapter is to describe the basic approach adopted for the use of SPEs for nucleic acid measurement.


Assuntos
Técnicas Biossensoriais , Técnicas Eletroquímicas , Eletrodos , Grafite , Grafite/química , Técnicas Eletroquímicas/métodos , Técnicas Eletroquímicas/instrumentação , Técnicas Biossensoriais/métodos , Técnicas Biossensoriais/instrumentação , Ácidos Nucleicos/análise , Humanos , DNA/análise
7.
Rev. biol. trop ; 72(1): e49359, ene.-dic. 2024. graf
Artigo em Inglês | LILACS, SaludCR | ID: biblio-1559319

RESUMO

Abstract Introduction: A recent revision of the generic classification of the Trochilidae based on DNA sequences revealed many inconsistencies with the current generic classification, largely based on plumage characters subject to homoplasy, especially in the Trochilini, the largest tribe. A thorough generic reorganization brought the classification into accord with the phylogeny, but due to lack of genetic data, two species remained unclassified. One of these was the Mangrove Hummingbird, "Amazilia" boucardi, endemic to Costa Rica and included in the IUCN red list of threatened species. Objective: To obtain molecular evidence to clarify the generic relationships of "A." boucardi. Methods: We isolated DNA from tissues of this species and amplified 4 nuclear and 4 mitochondrial fragments and compared these with homologous fragments from 56 species in the Trochilini, constructing phylogenetic trees with maximum likelihood and Bayesian methods. Results: Our phylogenetic analyses confirmed the placement of boucardi in the Trochilini and definitely excluded it from Amazilia but placed it with high confidence in the genus Chrysuronia Bonaparte, 1850, within which its closest relative is C. coeruleogularis, which also inhabits mangroves. Conclusions: Our genetic data based on nuclear and mitochondrial regions clearly indicate the relationship of A. boucardi and L. coeruleogularis. Moreover, it is also supported by their habitat distribution in the mangroves of the Pacific coast of Costa Rica and Western Panama. Therefore, we suggested to exclude A. boucardi as "incertae sedis".


Resumen Introducción: Una revisión reciente de la clasificación de la familia Trochilidae con base en secuencias de ADN demostró muchas incongruencias con la clasificación genérica previa, que había sido hecho con base en caracteres del plumaje muy sujetos a homoplasia, especialmente en la tribu más grande, Trochillini. Una reorganización de los géneros logró llevar su clasificación genérica a la concordancia con la filogenia, pero debido a la ausencia de datos genéticos, dos especies permanecieron sin clasificar. Una de estas fue el colibrí de manglar Amazilia boucardi, una especie endémica de Costa Rica, considerada como amenazada en la lista roja de la UICN. Objetivo: Obtener evidencia molecular para esclarecer las relaciones genéricas de A. boucardi. Métodos: Se aisló ADN de tejidos de esta especie y se amplificaron 4 fragmentos de ADN del núcleo y 5 de la mitocondria, y se compararon con fragmentos homólogos de 56 especies en la tribu Trochillini, generando árboles filogenéticos con métodos de máxima verosimilitud y bayesiano. Resultados: Los análisis filogénticos obtenidos confirmaron la ubicación de boucardi en Trochilini y definitivamente la excluyó del género Amazilia, pero la ubicó con un alto grado de confianza en el género Chrysuronia Bonaparte, 1850, dentro los cuales su pariente más cercano es C. coeruleogularis, que también habita manglares. Conclusiones: Nuestros datos genéticos basados en regiones nucleares y mitocondriales indican claramente la relación entre A. boucardi and L. coeruleogularis. Es más, lo anterior se sustenta por su distribución en los manglares de la costa Pacífica de Costa Rica y oeste de Panamá. Por lo tanto, sugerimos excluir a A. boucardi como "incertae sedis".


Assuntos
Animais , Aves/classificação , DNA/análise , Filogenia , Costa Rica , Genes Mitocondriais
8.
Int J Nanomedicine ; 19: 9961-9972, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39355652

RESUMO

Introduction: The therapeutic efficacy for airway allergies needs to be improved. Th2 polarization is a primary pathological feature of airway allergies. We constructed chimeric antigen-LgDNA (Lactobacillus rhamnosus DNA) nanoparticles (CAP-NPs). The effects of CAP-NPs on reconciling airway Th2 polarization were tested. Methods: In this study, disulfide bond-linked antigen-major histocompatibility complex II (MHC II)-LgDNA nanoparticles (NPs) were constructed and designated CAP-NPs. An airway Th2 polarization mouse model was established to test the effects of CAP-NPs on suppressing the Th2 response. Results: The CAP-NP components of ovalbumin (OVA), major histocompatibility complex II (MHC II), and LgDNA were confirmed in a series of laboratory tests. The CAP-NPs remained stable at pH7.2 for at least 96 h. In in vitro experiments, CAP-NPs bound to the surface of OVA-specific CD4+ T cells, which resulted in apoptosis of the antigen-specific CD4+ T cells. Removal of any of the three components from the NPs abolished the induction of apoptosis of antigen specific CD4+ T cells. CAP-NPs increased the expression of lysine-specific demethylase 5A (KDM5A) in CD4+ T cells. Histone H3K9 and the gene promoter of caspase 8 were demethylated by KDM5A, which led to transcription and expression of the caspase 8 gene. Administration of CAP-NPs significantly alleviated experimental airway Th2 polarization through activating the caspase 8-apoptosis signaling pathway. Discussion: In this paper, we constructed CAP-NPs that could induce antigen-specific CD4+ T cell apoptosis. Administration of CAP-NPs efficiently alleviated experimental airway Th2 polarization.


Assuntos
Apoptose , Nanopartículas , Ovalbumina , Células Th2 , Animais , Células Th2/imunologia , Células Th2/efeitos dos fármacos , Nanopartículas/química , Camundongos , Apoptose/efeitos dos fármacos , Camundongos Endogâmicos BALB C , Caspase 8/metabolismo , Caspase 8/genética , Feminino , DNA/química , DNA/administração & dosagem , Antígenos/administração & dosagem , Antígenos/química , Linfócitos T CD4-Positivos/efeitos dos fármacos
9.
J Chem Phys ; 161(13)2024 Oct 07.
Artigo em Inglês | MEDLINE | ID: mdl-39356071

RESUMO

Recent experiments have demonstrated the self-assembly and long-range ordering of concentrated aqueous solutions of DNA and RNA mononucleotides. These are found to form Watson-Crick pairs that stack into columns that become spatially organized into a columnar liquid-crystalline phase. In this work, we numerically investigate this phase behavior by adopting an extremely coarse-grained model in which nucleotides are represented as semi-disk-like polyhedra decorated with attractive (patchy) sites that mimic the stacking and pairing interactions. We carry out Monte Carlo simulations of these patchy polyhedra by adapting algorithms borrowed from computer graphics. This model reproduces the features of the experimental phase behavior, which essentially depends on the combination of pairing and stacking interactions.


Assuntos
DNA , Método de Monte Carlo , DNA/química , Simulação por Computador , Algoritmos , Modelos Moleculares
10.
Yakugaku Zasshi ; 144(10): 931-936, 2024.
Artigo em Japonês | MEDLINE | ID: mdl-39358248

RESUMO

Oligonucleotides, including DNA and RNA, can be functionalized by chemical modification based on synthetic organic chemistry. For example, ligand-oligonucleotide conjugates have a wide variety of applications. Conjugates of functional ligands and oligonucleotides have attracted attention in recent years as a drug delivery system (DDS) for improving the efficacy of oligonucleotide therapeutics. In addition, oligonucleotide conjugates with drug candidate compounds as ligands have been applied to drug screening using DNA-encoded libraries (DELs). Against this background, we have focused on the development of practical synthetic methods for ligand-oligonucleotide conjugates. Recently, we have developed a new synthetic method to construct oligonucleotides conjugated with coumarins and dipeptides, which are expected to have bioactivity, for application to DDS research of oligonucleotide therapeutics and drug discovery research using DEL. In this review, we will discuss the details, including how to construct a coumarin scaffold on oligonucleotides based on Knoevenagel condensation.


Assuntos
Cumarínicos , Sistemas de Liberação de Medicamentos , Descoberta de Drogas , Oligonucleotídeos , Cumarínicos/síntese química , Cumarínicos/química , Oligonucleotídeos/síntese química , Oligonucleotídeos/química , Ligantes , DNA , Dipeptídeos/síntese química , Dipeptídeos/química , Biblioteca Gênica , Avaliação Pré-Clínica de Medicamentos
11.
Sci Rep ; 14(1): 22910, 2024 Oct 02.
Artigo em Inglês | MEDLINE | ID: mdl-39358423

RESUMO

Studies of proteins, found in one of the most stress-resistant animals tardigrade Ramazzottius varieornatus, aim to reveal molecular principles of extreme tolerance to various types of stress and developing applications based on them for medicine, biotechnology, pharmacy, and space research. Tardigrade DNA/RNA-binding damage suppressor protein (Dsup) reduces DNA damage caused by reactive oxygen spices (ROS) produced upon irradiation and oxidative stresses in Dsup-expressing transgenic organisms. This work is focused on the determination of structural features of Dsup protein and Dsup-DNA complex, which refines details of protective mechanism. For the first time, intrinsically disordered nature of Dsup protein with highly flexible structure was experimentally proven and characterized by the combination of small angle X-ray scattering (SAXS) technique, circular dichroism spectroscopy, and computational methods. Low resolution models of Dsup protein and an ensemble of conformations were presented. In addition, we have shown that Dsup forms fuzzy complex with DNA.


Assuntos
DNA , Proteínas Intrinsicamente Desordenadas , Tardígrados , Animais , Tardígrados/metabolismo , Proteínas Intrinsicamente Desordenadas/química , Proteínas Intrinsicamente Desordenadas/metabolismo , Proteínas Intrinsicamente Desordenadas/genética , DNA/metabolismo , DNA/química , Dano ao DNA , Espalhamento a Baixo Ângulo , Dicroísmo Circular , Modelos Moleculares , Ligação Proteica , Difração de Raios X , Conformação Proteica , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/metabolismo , Proteínas de Ligação a DNA/genética
12.
Biometrics ; 80(4)2024 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-39360904

RESUMO

Mechanistic statistical models are commonly used to study the flow of biological processes. For example, in landscape genetics, the aim is to infer spatial mechanisms that govern gene flow in populations. Existing statistical approaches in landscape genetics do not account for temporal dependence in the data and may be computationally prohibitive. We infer mechanisms with a Bayesian hierarchical dyadic model that scales well with large data sets and that accounts for spatial and temporal dependence. We construct a fully connected network comprising spatio-temporal data for the dyadic model and use normalized composite likelihoods to account for the dependence structure in space and time. We develop a dyadic model to account for physical mechanisms commonly found in physical-statistical models and apply our methods to ancient human DNA data to infer the mechanisms that affected human movement in Bronze Age Europe.


Assuntos
Teorema de Bayes , Modelos Estatísticos , Análise Espaço-Temporal , Humanos , Europa (Continente) , Fluxo Gênico , Funções Verossimilhança , Genética Populacional/estatística & dados numéricos , Migração Humana/estatística & dados numéricos , DNA/genética
13.
Brief Bioinform ; 25(6)2024 Sep 23.
Artigo em Inglês | MEDLINE | ID: mdl-39350338

RESUMO

Accurate prediction of transcription factor binding sites (TFBSs) is essential for understanding gene regulation mechanisms and the etiology of diseases. Despite numerous advances in deep learning for predicting TFBSs, their performance can still be enhanced. In this study, we propose MLSNet, a novel deep learning architecture designed specifically to predict TFBSs. MLSNet innovatively integrates multisize convolutional fusion with long short-term memory (LSTM) networks to effectively capture DNA-sparse higher-order sequence features. Further, MLSNet incorporates super token attention and Bi-LSTM to systematically extract and integrate higher-order DNA shape features. Experimental results on 165 ChIP-seq (chromatin immunoprecipitation followed by sequencing) datasets indicate that MLSNet consistently outperforms several state-of-the-art algorithms in the prediction of TFBSs. Specifically, MLSNet reports average metrics: 0.8306 for ACC, 0.8992 for AUROC, and 0.9035 for AUPRC, surpassing the second-best methods by 1.82%, 1.68%, and 1.54%, respectively. This research delineates the effectiveness of combining multi-size convolutional layers with LSTM and DNA shape-based features in enhancing predictive accuracy. Moreover, this study comprehensively assesses the variability in model performance across different cell lines and transcription factors. The source code of MLSNet is available at https://github.com/minghaidea/MLSNet.


Assuntos
Aprendizado Profundo , Fatores de Transcrição , Fatores de Transcrição/metabolismo , Sítios de Ligação , Algoritmos , Biologia Computacional/métodos , Humanos , Sequenciamento de Cromatina por Imunoprecipitação/métodos , DNA/metabolismo , DNA/química
14.
Proc Natl Acad Sci U S A ; 121(41): e2318865121, 2024 Oct 08.
Artigo em Inglês | MEDLINE | ID: mdl-39352927

RESUMO

Understanding the motion of particles with multivalent ligand-receptors is important for biomedical applications and material design. Yet, even among a single design, the prototypical DNA-coated colloids, seemingly similar micrometric particles hop or roll, depending on the study. We shed light on this problem by observing DNA-coated colloids diffusing near surfaces coated with complementary strands for a wide array of coating designs. We find colloids rapidly switch between 2 modes: They hop-with long and fast steps-and crawl-with short and slow steps. Both modes occur at all temperatures around the melting point and over various designs. The particles become increasingly subdiffusive as temperature decreases, in line with subsequent velocity steps becoming increasingly anticorrelated, corresponding to switchbacks in the trajectories. Overall, crawling (or hopping) phases are more predominant at low (or high) temperatures; crawling is also more efficient at low temperatures than hopping to cover large distances. We rationalize this behavior within a simple model: At lower temperatures, the number of bound strands increases, and detachment of all bonds is unlikely, hence, hopping is prevented and crawling favored. We thus reveal the mechanism behind a common design rule relying on increased strand density for long-range self-assembly: Dense strands on surfaces are required to enable crawling, possibly facilitating particle rearrangements.


Assuntos
Coloides , DNA , Coloides/química , DNA/química , Temperatura , Difusão
15.
Nat Commun ; 15(1): 8511, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39353945

RESUMO

Nucleotide excision repair (NER) is vital for genome integrity. Yet, our understanding of the complex NER protein machinery remains incomplete. Combining cryo-EM and XL-MS data with AlphaFold2 predictions, we build an integrative model of the NER pre-incision complex(PInC). Here TFIIH serves as a molecular ruler, defining the DNA bubble size and precisely positioning the XPG and XPF nucleases for incision. Using simulations and graph theoretical analyses, we unveil PInC's assembly, global motions, and partitioning into dynamic communities. Remarkably, XPG caps XPD's DNA-binding groove and bridges both junctions of the DNA bubble, suggesting a novel coordination mechanism of PInC's dual incision. XPA rigging interlaces XPF/ERCC1 with RPA, XPD, XPB, and 5' ssDNA, exposing XPA's crucial role in licensing the XPF/ERCC1 incision. Mapping disease mutations onto our models reveals clustering into distinct mechanistic classes, elucidating xeroderma pigmentosum and Cockayne syndrome disease etiology.


Assuntos
Reparo do DNA , Proteínas de Ligação a DNA , Endonucleases , Proteínas de Ligação a DNA/metabolismo , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/química , Humanos , Endonucleases/metabolismo , Endonucleases/genética , Fator de Transcrição TFIIH/metabolismo , Fator de Transcrição TFIIH/química , Fator de Transcrição TFIIH/genética , Proteína Grupo D do Xeroderma Pigmentoso/metabolismo , Proteína Grupo D do Xeroderma Pigmentoso/genética , Proteína Grupo D do Xeroderma Pigmentoso/química , Microscopia Crioeletrônica , Proteína de Xeroderma Pigmentoso Grupo A/metabolismo , Proteína de Xeroderma Pigmentoso Grupo A/genética , Fatores de Transcrição/metabolismo , Fatores de Transcrição/genética , Ligação Proteica , DNA/metabolismo , DNA/química , DNA/genética , Proteína de Replicação A/metabolismo , Proteína de Replicação A/genética , Modelos Moleculares , DNA de Cadeia Simples/metabolismo , DNA de Cadeia Simples/genética , Reparo por Excisão , Proteínas Nucleares
16.
BMC Bioinformatics ; 25(1): 320, 2024 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-39354338

RESUMO

BACKGROUND: Efficient DNA-based storage systems offer substantial capacity and longevity at reduced costs, addressing anticipated data growth. However, encoding data into DNA sequences is limited by two key constraints: 1) a maximum of h consecutive identical bases (homopolymer constraint h), and 2) a GC ratio between [ 0.5 - c GC , 0.5 + c GC ] (GC content constraint c GC ). Sequencing or synthesis errors tend to increase when these constraints are violated. RESULTS: In this research, we address a pure source coding problem in the context of DNA storage, considering both homopolymer and GC content constraints. We introduce a novel coding technique that adheres to these constraints while maintaining linear complexity for increased block lengths and achieving near-optimal rates. We demonstrate the effectiveness of the proposed method through experiments on both randomly generated data and existing files. For example, when h = 4 and c GC = 0.05 , the rate reached 1.988, close to the theoretical limit of 1.990. The associated code can be accessed at GitHub. CONCLUSION: We propose a variable-to-variable-length encoding method that does not rely on concatenating short predefined sequences, which achieves near-optimal rates.


Assuntos
Composição de Bases , DNA , DNA/química , Análise de Sequência de DNA/métodos , Algoritmos , Armazenamento e Recuperação da Informação/métodos
17.
Adv Cancer Res ; 163: 251-302, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39271265

RESUMO

Exploring the intricate interplay within and between nucleic acids, as well as their interactions with proteins, holds pivotal significance in unraveling the molecular complexities steering cancer initiation and progression. To investigate these interactions, a diverse array of highly specific and sensitive molecular techniques has been developed. The selection of a particular technique depends on the specific nature of the interactions. Typically, researchers employ an amalgamation of these different techniques to obtain a comprehensive and holistic understanding of inter- and intramolecular interactions involving DNA-DNA, RNA-RNA, DNA-RNA, or protein-DNA/RNA. Examining nucleic acid conformation reveals alternative secondary structures beyond conventional ones that have implications for cancer pathways. Mutational hotspots in cancer often lie within sequences prone to adopting these alternative structures, highlighting the importance of investigating intra-genomic and intra-transcriptomic interactions, especially in the context of mutations, to deepen our understanding of oncology. Beyond these intramolecular interactions, the interplay between DNA and RNA leads to formations like DNA:RNA hybrids (known as R-loops) or even DNA:DNA:RNA triplex structures, both influencing biological processes that ultimately impact cancer. Protein-nucleic acid interactions are intrinsic cellular phenomena crucial in both normal and pathological conditions. In particular, genetic mutations or single amino acid variations can alter a protein's structure, function, and binding affinity, thus influencing cancer progression. It is thus, imperative to understand the differences between wild-type (WT) and mutated (MT) genes, transcripts, and proteins. The review aims to summarize the frequently employed methods and techniques for investigating interactions involving nucleic acids and proteins, highlighting recent advancements and diverse adaptations of each technique.


Assuntos
DNA , Neoplasias , RNA , Humanos , RNA/genética , RNA/metabolismo , RNA/química , DNA/metabolismo , DNA/genética , DNA/química , Neoplasias/genética , Neoplasias/patologia , Neoplasias/metabolismo , Animais , Conformação de Ácido Nucleico , Proteínas/química , Proteínas/metabolismo , Proteínas/genética , Mutação
18.
BMC Biol ; 22(1): 203, 2024 Sep 11.
Artigo em Inglês | MEDLINE | ID: mdl-39256728

RESUMO

BACKGROUND: Mutations occurring in nucleic acids or proteins may affect the binding affinities of protein-nucleic acid interactions. Although many efforts have been devoted to the impact of protein mutations, few computational studies have addressed the effect of nucleic acid mutations and explored whether the identical methodology could be applied to the prediction of binding affinity changes caused by these two mutation types. RESULTS: Here, we developed a generalized algorithm named PNBACE for both DNA and protein mutations. We first demonstrated that DNA mutations could induce varying degrees of changes in binding affinity from multiple perspectives. We then designed a group of energy-based topological features based on different energy networks, which were combined with our previous partition-based energy features to construct individual prediction models through feature selections. Furthermore, we created an ensemble model by integrating the outputs of individual models using a differential evolution algorithm. In addition to predicting the impact of single-point mutations, PNBACE could predict the influence of multiple-point mutations and identify mutations significantly reducing binding affinities. Extensive comparisons indicated that PNBACE largely performed better than existing methods on both regression and classification tasks. CONCLUSIONS: PNBACE is an effective method for estimating the binding affinity changes of protein-nucleic acid complexes induced by DNA or protein mutations, therefore improving our understanding of the interactions between proteins and DNA/RNA.


Assuntos
Algoritmos , DNA , Mutação , Ligação Proteica , DNA/metabolismo , Biologia Computacional/métodos , Proteínas de Ligação a DNA/metabolismo , Proteínas de Ligação a DNA/genética
19.
Clin Lab ; 70(9)2024 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-39257108

RESUMO

BACKGROUND: There have been only few reports on Rhupus syndrome with severe visceral involvement. Moreover, there was little consensus regarding its treatment. Belimumab is one of the options for treating this disease. For patients with clinical symptoms and elevated levels of anti CCP antibodies and anti-double stranded DNA antibodies, and it suggests Rhupus syndrome. After effective treatment, the decrease in levels of anti CCP antibodies and anti-double stranded DNA (ds-DNA) antibodies can effectively delay the progression of the disease and protect target organs. METHODS: We used a chemiluminescence instrument, (Yahuilong; Shenzhen, China), to measure the changes in CCP and dsDNA before and after treatment. RESULTS: Prior to treatment, the patient presented with symptoms of rheumatoid arthritis and systemic lupus erythematosus. Her laboratory tests showed dsDNA (214 IU/mL) and CCP level of ˃ 3,000 U/mL. After treatment with belimumab, the clinical symptoms were significantly relieved, and the patient's CCP IgG level decreased to 263.5 U/mL. A blood test found that her anti-dsDNA was negative. CONCLUSIONS: CCP and dsDNA can serve as indicators for the diagnosis and treatment of Rhupus syndrome.


Assuntos
Anticorpos Antinucleares , Anticorpos Monoclonais Humanizados , DNA , Humanos , Feminino , Anticorpos Monoclonais Humanizados/uso terapêutico , Anticorpos Antinucleares/sangue , Anticorpos Antinucleares/imunologia , DNA/imunologia , Lúpus Eritematoso Sistêmico/diagnóstico , Lúpus Eritematoso Sistêmico/tratamento farmacológico , Lúpus Eritematoso Sistêmico/imunologia , Lúpus Eritematoso Sistêmico/sangue , Pessoa de Meia-Idade , Artrite Reumatoide/diagnóstico , Artrite Reumatoide/tratamento farmacológico , Artrite Reumatoide/imunologia , Artrite Reumatoide/sangue , Imunossupressores/uso terapêutico , Resultado do Tratamento , Autoanticorpos/sangue , Autoanticorpos/imunologia , Adulto , Biomarcadores/sangue
20.
Forensic Sci Int Genet ; 73: 103130, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39217962

RESUMO

The heightened sensitivity of DNA typing techniques, paired with the extensive use of trace DNA in forensic investigations, has resulted in an increased need to understand how and when DNA is deposited on surfaces of interest. This study focussed on the transfer, persistence, and prevalence of trace DNA in a single occupation of an office space by an intruder, when all contacts made during occupation and for the two hours prior and post occupation were known. The extent to which DNA could be recovered from contacted/not contacted surfaces was investigated. This study investigates the impacts of these movements and use of an office space when the duration of occupancy, surface contact histories and shedder status of participants are known. Contacts were documented and surfaces in the office space were targeted for sampling. Categories were set for target sampling that included different types of contact. Direct and indirect DNA transfer was detected in 55 % and 6 % of samples, respectively. Contactless DNA transfer was detected in 0.5 % of samples. The owner was observed as the sole/major/majority contributor in 77 % of the samples and as minor contributor in 10 % of samples. The intruder was observed as the sole/major/majority contributor in 14 % of samples and as the minor contributor in 16 %. An increased number of contacts increased the relative DNA contribution of the individual making the contact, however, not all observed direct contacts resulted in detectable DNA transfer. The outcome of this study will aid in better sample targeting strategies and contribute to the pool of data assisting in the development of activity level assessments.


Assuntos
Impressões Digitais de DNA , DNA , Humanos , DNA/genética , Tato
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