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1.
Methods Mol Biol ; 2856: 3-9, 2025.
Artículo en Inglés | MEDLINE | ID: mdl-39283443

RESUMEN

Recent analyses revealed the essential function of chromatin structure in maintaining and regulating genomic information. Advancements in microscopy, nuclear structure observation techniques, and the development of methods utilizing next-generation sequencers (NGSs) have significantly progressed these discoveries. Methods utilizing NGS enable genome-wide analysis, which is challenging with microscopy, and have elucidated concepts of important chromatin structures such as a loop structure, a domain structure called topologically associating domains (TADs), and compartments. In this chapter, I introduce chromatin interaction techniques using NGS and outline the principles and features of each method.


Asunto(s)
Cromatina , Secuenciación de Nucleótidos de Alto Rendimiento , Cromatina/genética , Cromatina/metabolismo , Cromatina/química , Humanos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Genómica/métodos , Estudio de Asociación del Genoma Completo/métodos , Animales
2.
Clin Epigenetics ; 16(1): 137, 2024 Oct 03.
Artículo en Inglés | MEDLINE | ID: mdl-39363385

RESUMEN

OBJECTIVE: As the global use of extracorporeal membrane oxygenation (ECMO) treatment increases, survival rates have not correspondingly improved, emphasizing the need for refined patient selection to optimize resource allocation. Currently, prognostic markers at the molecular level are limited. METHODS: Thirty-four cardiogenic shock (CS) patients were prospectively enrolled, and peripheral blood mononuclear cells (PBMCs) were collected at the initiation of ECMO (t0), two-hour post-installation (t2), and upon removal of ECMO (tr). The PBMCs were analyzed by comprehensive epigenomic assays. Using the Wilcoxon signed-rank test and least absolute shrinkage and selection operator (LASSO) regression, 485,577 DNA methylation features were analyzed and selected from the t0 and tr datasets. A random forest classifier was developed using the t0 dataset and evaluated on the t2 dataset. Two models based on DNA methylation features were constructed and assessed using receiver operating characteristic (ROC) curves and Kaplan-Meier survival analyses. RESULTS: The ten-feature and four-feature models for predicting in-hospital mortality attained area under the curve (AUC) values of 0.78 and 0.72, respectively, with LASSO alpha values of 0.2 and 0.25. In contrast, clinical evaluation systems, including ICU scoring systems and the survival after venoarterial ECMO (SAVE) score, did not achieve statistical significance. Moreover, our models showed significant associations with in-hospital survival (p < 0.05, log-rank test). CONCLUSIONS: This study identifies DNA methylation features in PBMCs as potent prognostic markers for ECMO-treated CS patients. Demonstrating significant predictive accuracy for in-hospital mortality, these markers offer a substantial advancement in patient stratification and might improve treatment outcomes.


Asunto(s)
Metilación de ADN , Oxigenación por Membrana Extracorpórea , Leucocitos Mononucleares , Choque Cardiogénico , Humanos , Oxigenación por Membrana Extracorpórea/métodos , Choque Cardiogénico/terapia , Choque Cardiogénico/genética , Choque Cardiogénico/sangre , Masculino , Femenino , Persona de Mediana Edad , Metilación de ADN/genética , Pronóstico , Leucocitos Mononucleares/metabolismo , Biomarcadores/sangre , Anciano , Estudios Prospectivos , Epigenómica/métodos , Curva ROC , Adulto , Mortalidad Hospitalaria , Estimación de Kaplan-Meier , Epigénesis Genética
3.
Artículo en Inglés | MEDLINE | ID: mdl-39366120

RESUMEN

Red Octopus maya is strongly influenced by temperature. Recent studies have reported negative reproduction effects on males and females when exposed to temperatures higher than 27 °C. Embryos under thermal stress show morphological and physiological alterations; similar phenotypes have been reported in embryos from stressed females, evidencing transgenerational consequences. Transcriptomic profiles were characterized along embryo development during normal-under thermal stress and epigenetic alterations through DNA methylation and damage quantification. Total RNA in organogenesis, activation, and growth stages in control and thermal stress were sequenced with Illumina RNA-Seq. Similarly, total DNA was used for DNA methylation and damage quantification between temperatures and embryo stages. Differential gene expression analyses showed that embryos express genes associated with oxygen transport, morphogenesis, nervous system, neuroendocrine cell differentiation, spermatogenesis, and male sex differentiation. Conversely, embryos turn off genes involved mainly in nervous system development, morphogenesis, and gene expression regulation when exposed to thermal stress - consistent with O. maya embryo phenotypes showing abnormal arms, eyes, and body development. No significant differences were observed in quantifying DNA methylation between temperatures but they were for DNA damage quantification. Epigenetic alterations are hypothesized to occur since several genes found downregulated belong to the epigenetic machinery but at histone tail level.

4.
Biol Psychiatry Glob Open Sci ; 4(6): 100375, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39399155

RESUMEN

Background: Alcohol use disorder (AUD) has a profound public health impact. However, understanding of the molecular mechanisms that underlie the development and progression of AUD remains limited. Here, we investigated AUD-associated DNA methylation changes within and across 2 addiction-relevant brain regions, the nucleus accumbens and dorsolateral prefrontal cortex. Methods: Illumina HumanMethylation EPIC array data from 119 decedents (61 cases, 58 controls) were analyzed using robust linear regression with adjustment for technical and biological variables. Associations were characterized using integrative analyses of public annotation data and published genetic and epigenetic studies. We also tested for brain region-shared and brain region-specific associations using mixed-effects modeling and assessed implications of these results using public gene expression data from human brain. Results: At a false discovery rate of ≤.05, we identified 105 unique AUD-associated CpGs (annotated to 120 genes) within and across brain regions. AUD-associated CpGs were enriched in histone marks that tag active promoters, and our strongest signals were specific to a single brain region. Some concordance was found between our results and those of earlier published alcohol use or dependence methylation studies. Of the 120 genes, 23 overlapped with previous genetic associations for substance use behaviors, some of which also overlapped with previous addiction-related methylation studies. Conclusions: Our findings identify AUD-associated methylation signals and provide evidence of overlap with previous genetic and methylation studies. These signals may constitute predisposing genetic differences or robust methylation changes associated with AUD, although more work is needed to further disentangle the mechanisms that underlie these associations and their implications for AUD.


Alcohol use disorder (AUD) has a profound public health impact, but understanding of the molecular mechanisms that underlie its development and progression remains limited. In the current study, which is the largest of its kind, we examined DNA methylation changes in the brains of 119 individuals with and without AUD. In 2 brain regions key to the addiction cycle, the nucleus accumbens and dorsolateral prefrontal cortex, we identified 105 methylation markers (CpGs) associated with AUD across 120 genes. We also integrated these results with previously published genetic and epigenetic studies, highlighting potential targets for better understanding how AUD develops, progresses, and someday may be treated.

5.
Artículo en Inglés | MEDLINE | ID: mdl-39353864

RESUMEN

Epigenome-wide association studies (EWAS) are susceptible to widespread confounding caused by population structure and genetic relatedness. Nevertheless, kinship estimation is challenging in EWAS without genotyping data. Here, we proposed MethylGenotyper, a method that for the first time enables accurate genotyping at thousands of single nucleotide polymorphisms (SNPs) directly from commercial DNA methylation microarrays. We modeled the intensities of methylation probes near SNPs with a mixture of three beta distributions corresponding to different genotypes and estimated parameters with an expectation-maximization algorithm. We conducted extensive simulations to demonstrate the performance of the method. When applying MethylGenotyper to the Infinium EPIC array data of 4662 Chinese samples, we obtained genotypes at 4319 SNPs with a concordance rate of 98.26%, enabling the identification of 255 pairs of close relatedness. Furthermore, we showed that MethylGenotyper allows for the estimation of both population structure and cryptic relatedness among 702 Australians of diverse ancestry. We also implemented MethylGenotyper in a publicly available R package (https://github.com/Yi-Jiang/MethylGenotyper) to facilitate future large-scale EWAS.


Asunto(s)
Metilación de ADN , Genotipo , Polimorfismo de Nucleótido Simple , Polimorfismo de Nucleótido Simple/genética , Metilación de ADN/genética , Humanos , Programas Informáticos , Estudio de Asociación del Genoma Completo/métodos , Algoritmos , Pueblo Asiatico/genética
7.
Adv Exp Med Biol ; 1461: 213-227, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39289284

RESUMEN

Activation of ß-adrenergic (ß-AR) signaling induces fight-or-flight stress responses which include enhancement of cardiopulmonary function, metabolic regulation, and muscle contraction. Classical dogma for ß-AR signaling has dictated that the receptor-mediated response results in an acute and transient signal. However, more recent studies support more wide-ranging roles for ß-AR signaling with long-term effects including cell differentiation that requires precisely timed and coordinated integration of many signaling pathways that culminate in precise epigenomic chromatin modifications. In this chapter, we discuss cold stress/ß-AR signaling-induced epigenomic changes in adipose tissues that influence adaptive thermogenesis. We highlight recent studies showing dual roles for the histone demethylase JMJD1A as a mediator of both acute and chronic thermogenic responses to cold stress, in two distinct thermogenic tissues, and through two distinct molecular mechanisms. ß-AR signaling not only functions through transient signals during acute stress responses but also relays a more sustained signal to long-term adaptation to environmental changes.


Asunto(s)
Epigénesis Genética , Receptores Adrenérgicos beta , Transducción de Señal , Termogénesis , Termogénesis/genética , Humanos , Receptores Adrenérgicos beta/metabolismo , Receptores Adrenérgicos beta/genética , Animales , Adaptación Fisiológica/genética , Histona Demetilasas con Dominio de Jumonji/metabolismo , Histona Demetilasas con Dominio de Jumonji/genética , Respuesta al Choque por Frío/genética , Respuesta al Choque por Frío/fisiología
8.
Cells ; 13(17)2024 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-39273015

RESUMEN

Uterine leiomyosarcoma (uLMS) is the most common type of uterine sarcoma, associated with poor prognosis, high rates of recurrence, and metastasis. Currently, the molecular mechanism of the origin and development of uLMS is limited. Bromodomain and extra-terminal (BET) proteins are involved in both physiological and pathological events. However, the role of BET proteins in the pathogenesis of uLMS is unknown. Here, we show for the first time that BET protein family members, BRD2, BRD3, and BRD4, are aberrantly overexpressed in uLMS tissues compared to the myometrium, with a significant change by histochemical scoring assessment. Furthermore, inhibiting BET proteins with their small, potent inhibitors (JQ1 and I-BET 762) significantly inhibited the uLMS proliferation dose-dependently via cell cycle arrest. Notably, RNA-sequencing analysis revealed that the inhibition of BET proteins with JQ1 and I-BET 762 altered several critical pathways, including the hedgehog pathway, EMT, and transcription factor-driven pathways in uLMS. In addition, the targeted inhibition of BET proteins altered several other epigenetic regulators, including DNA methylases, histone modification, and m6A regulators. The connections between BET proteins and crucial biological pathways provide a fundamental structure to better understand uterine diseases, particularly uLMS pathogenesis. Accordingly, targeting the vulnerable epigenome may provide an additional regulatory mechanism for uterine cancer treatment.


Asunto(s)
Leiomiosarcoma , Factores de Transcripción , Neoplasias Uterinas , Humanos , Femenino , Leiomiosarcoma/metabolismo , Leiomiosarcoma/patología , Leiomiosarcoma/genética , Neoplasias Uterinas/metabolismo , Neoplasias Uterinas/patología , Neoplasias Uterinas/genética , Factores de Transcripción/metabolismo , Proliferación Celular , Azepinas/farmacología , Regulación Neoplásica de la Expresión Génica , Triazoles/farmacología , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ciclo Celular/genética , Línea Celular Tumoral , Epigénesis Genética , Puntos de Control del Ciclo Celular/efectos de los fármacos , Puntos de Control del Ciclo Celular/genética , Persona de Mediana Edad , Proteínas que Contienen Bromodominio , Benzodiazepinas , Proteínas
9.
Funct Integr Genomics ; 24(5): 164, 2024 Sep 18.
Artículo en Inglés | MEDLINE | ID: mdl-39292321

RESUMEN

Cancer, a complex and multifaceted group of diseases, continues to challenge the boundaries of medical science and healthcare. Its relentless impact on global health, both in terms of prevalence and mortality, underscores the urgent need for a comprehensive understanding of its underlying mechanisms and innovative therapeutic approaches. In recent years, significant progress has been achieved in identifying the genetic and epigenetic mechanisms that cause cancer development and treatment resistance. Researchers are currently investigating the possibility of epigenetic editing such as CRISPR-dCas9 (Clustered Regularly Interspaced Short Palindromic Repeats/deactivated CRISPR-associated protein 9) technologies, for targeting and modifying cancer related epigenetic alterations. A revolutionary form of precision cancer treatment called CRISPR-dCas9 is derived from the bacterial CRISPR-Cas (CRISPR-associated nuclease) system. CRISPR-dCas9 can be combined with epigenetic effectors (EE) to alter malignant epigenetic characteristics associated with cancer. The purpose of this review article is to provide a thorough analysis of recent advancements in utilizing CRISPR-dCas9 technology to target and modify epigenetic changes associated with cancer. This review aims to summarize the latest research developments, evaluate the effectiveness and limitations of CRISPR-dCas9 applications in cancer therapy, identify key challenges such as delivery methods and explore future directions for improving and expanding these technologies. Here, we address the various obstacles that may arise in clinical applications while showcasing the latest advancements and potential future uses of CRISPR-Cas9 in cancer therapy.


Asunto(s)
Sistemas CRISPR-Cas , Epigénesis Genética , Edición Génica , Neoplasias , Humanos , Neoplasias/genética , Neoplasias/terapia , Edición Génica/métodos , Animales
10.
Cell Mol Life Sci ; 81(1): 407, 2024 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-39287670

RESUMEN

Extension of the replicative lifespan of primary cells can be achieved by activating human telomerase reverse transcriptase (hTERT) to maintain sufficient telomere lengths. In this work, we utilize CRISPR/dCas9-based epigenetic modifiers (p300 histone acetyltransferase and TET1 DNA demethylase) and transcriptional activators (VPH and VPR) to reactivate the endogenous TERT gene in unstimulated T cells in the peripheral blood mononuclear cells (PBMCs) by rewiring the epigenetic marks of the TERT promoter. Importantly, we have successfully expanded resting T cells and delayed their cellular senescence for at least three months through TERT reactivation, without affecting the expression of a T-cell marker (CD3) or inducing an accelerated cell division rate. We have also demonstrated the effectiveness of these CRISPR tools in HEK293FT and THP-1-derived macrophages. TERT reactivation and replicative senescence delay were achieved without inducing malignancy transformation, as shown in various cellular senescence assays, cell cycle state, proliferation rate, cell viability, and karyotype analyses. Our chromatin immunoprecipitation (ChIP)-qPCR data together with TERT mRNA and protein expression analyses confirmed the specificity of CRISPR-based transcription activators in modulating epigenetic marks of the TERT promoter, and induced telomerase expression. Therefore, the strategy of cell immortalization described here can be potentially adopted and generalized to delay cell death or even immortalize any other cell types.


Asunto(s)
Sistemas CRISPR-Cas , Senescencia Celular , Epigénesis Genética , Regiones Promotoras Genéticas , Linfocitos T , Telomerasa , Humanos , Telomerasa/genética , Telomerasa/metabolismo , Sistemas CRISPR-Cas/genética , Senescencia Celular/genética , Regiones Promotoras Genéticas/genética , Linfocitos T/metabolismo , Linfocitos T/citología , Células HEK293 , Proliferación Celular/genética
11.
bioRxiv ; 2024 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-39345554

RESUMEN

Engineering histone acylation states can inform mechanistic epigenetics and catalyze therapeutic epigenome editing opportunities. Here, we developed engineered lysine acyltransferases that enable the programmable deposition of acetylation and longer-chain acylations. We show that targeting an engineered lysine crotonyltransferase results in weak levels of endogenous enhancer activation yet retains potency when targeted to promoters. We further identify a single mutation within the catalytic core of human p300 that preserves enzymatic activity while substantially reducing cytotoxicity, enabling improved viral delivery. We leveraged these capabilities to perform single-cell CRISPR activation screening and map enhancers to the genes they regulate in situ. We also discover acylation-specific interactions and find that recruitment of p300, regardless of catalytic activity, to prime editing sites can improve editing efficiency. These new programmable epigenome editing tools and insights expand our ability to understand the mechanistic role of lysine acylation in epigenetic and cellular processes and perform functional genomic screens.

12.
Trends Cell Biol ; 2024 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-39271425

RESUMEN

Hematopoietic stem cells (HSCs) sustain blood cell production throughout the mammalian life span. However, it has become clear that at the single cell level a subset of HSCs is stably biased in their lineage output, and that such heterogeneity may play a key role in physiological processes including aging and adaptive immunity. Analysis of chromatin accessibility, DNA methylation, and histone modifications has revealed that HSCs with different lineage bias exhibit distinct epigenetic traits inscribed at poised, lineage-specific enhancers. This allows for lineage priming without initiating lineage-specific gene expression in HSCs, controlling lineage bias while preserving self-renewal and multipotency. Here, we review our current understanding of epigenetic regulation in the establishment and maintenance of HSC fate decisions under different physiological conditions.

13.
Epigenomics ; 16(17): 1175-1183, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39263926

RESUMEN

Fetal exposures can induce epigenetic modifications, particularly DNA methylation, potentially predisposing individuals to later health issues. Cord blood (CB) DNA methylation provides a unique window into the fetal epigenome, reflecting the intrauterine environment's impact. Maternal factors, including nutrition, smoking and toxin exposure, can alter CB DNA methylation patterns, associated with conditions from obesity to neurodevelopmental disorders. These epigenetic changes underscore prenatal exposures' enduring effects on health trajectories. Technical challenges include tissue specificity issues, limited coverage of current methylation arrays and confounding factors like cell composition variability. Emerging technologies, such as single-cell sequencing, promise to overcome some of these limitations. Longitudinal studies are crucial to elucidate exposure-epigenome interactions and develop prevention strategies. Future research should address these challenges, advance public health initiatives to reduce teratogen exposure and consider ethical implications of epigenetic profiling. Progress in CB epigenetics research promises personalized medicine approaches, potentially transforming our understanding of developmental programming and offering novel interventions to promote lifelong health from the earliest stages of life.


[Box: see text].


Asunto(s)
Metilación de ADN , Exposición a Riesgos Ambientales , Epigénesis Genética , Sangre Fetal , Efectos Tardíos de la Exposición Prenatal , Humanos , Sangre Fetal/metabolismo , Embarazo , Femenino , Exposición a Riesgos Ambientales/efectos adversos , Exposición Materna/efectos adversos , Epigenómica/métodos
14.
Environ Int ; 191: 109000, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39278047

RESUMEN

Faced with unpredictable changes in global weather patterns, release and redistribution of metals through land erosion and water movements add to the increasing use of metals in industrial activities causing high levels of environmental pollution and concern to the health of all living organisms. Cadmium is released into the environment by smelting and mining, entering the food chain via contaminated soils, water, and phosphate fertilizers. Bioaccumulation of cadmium in plants represents the first major step into the human food chain and contributes to toxicity of several organs, especially the kidneys, where biomagnification of cadmium occurs over decades of exposure. Even in small amounts, cadmium brings about alterations at the molecular and cellular levels in eukaryotes through mutagenicity, molecular mimicry at metal binding sites and oxidative stress. The epigenome dictates expression of a gene's output through a number of regulatory steps involving chromatin remodeling, nucleosome unwinding, DNA accessibility, or nucleic acid modifications that ultimately impact the transcriptional and translational machinery. Several epigenetic enzymes exhibit zinc-dependence as zinc metalloenzymes and zinc finger proteins thus making them susceptible to deregulation through displacement by cadmium. In this review, we summarize the literature on cadmium-induced epigenetic mechanisms in mammalian kidneys and plants, compare similarities in the epigenetic defense between these bioaccumulators, and explore how future studies could advance our understanding of the cadmium-induced stress response and disruption to biological health.


Asunto(s)
Cadmio , Epigénesis Genética , Riñón , Plantas , Cadmio/metabolismo , Cadmio/toxicidad , Animales , Riñón/metabolismo , Plantas/metabolismo , Humanos , Bioacumulación , Mamíferos/metabolismo , Contaminantes del Suelo/metabolismo
15.
Cell ; 187(18): 5029-5047.e21, 2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39094569

RESUMEN

The inheritance of parental histones across the replication fork is thought to mediate epigenetic memory. Here, we reveal that fission yeast Mrc1 (CLASPIN in humans) binds H3-H4 tetramers and operates as a central coordinator of symmetric parental histone inheritance. Mrc1 mutants in a key connector domain disrupted segregation of parental histones to the lagging strand comparable to Mcm2 histone-binding mutants. Both mutants showed clonal and asymmetric loss of H3K9me-mediated gene silencing. AlphaFold predicted co-chaperoning of H3-H4 tetramers by Mrc1 and Mcm2, with the Mrc1 connector domain bridging histone and Mcm2 binding. Biochemical and functional analysis validated this model and revealed a duality in Mrc1 function: disabling histone binding in the connector domain disrupted lagging-strand recycling while another histone-binding mutation impaired leading strand recycling. We propose that Mrc1 toggles histones between the lagging and leading strand recycling pathways, in part by intra-replisome co-chaperoning, to ensure epigenetic transmission to both daughter cells.


Asunto(s)
Replicación del ADN , Epigénesis Genética , Histonas , Proteínas de Schizosaccharomyces pombe , Schizosaccharomyces , Histonas/metabolismo , Schizosaccharomyces/metabolismo , Schizosaccharomyces/genética , Proteínas de Schizosaccharomyces pombe/metabolismo , Proteínas de Schizosaccharomyces pombe/genética , Proteínas de Ciclo Celular/metabolismo , Proteínas de Ciclo Celular/genética , Mutación , Memoria Epigenética
16.
J Hazard Mater ; 478: 135455, 2024 Oct 05.
Artículo en Inglés | MEDLINE | ID: mdl-39154485

RESUMEN

The unsustainable use of manmade chemicals poses significant threats to biodiversity and human health. Emerging evidence highlights the potential of certain chemicals to cause transgenerational impacts on metabolic health. Here, we investigate male transmitted epigenetic transgenerational effects of the anti-androgenic herbicide linuron in the pancreas of Xenopus tropicalis frogs, and their association with metabolic phenotypes. Reduced representation bisulfite sequencing (RRBS) was used to assess genome-wide DNA methylation patterns in the pancreas of adult male F2 generation ancestrally exposed to environmentally relevant linuron levels (44 ± 4.7 µg/L). We identified 1117 differentially methylated regions (DMRs) distributed across the X. tropicalis genome, revealing potential regulatory mechanisms underlying metabolic disturbances. DMRs were identified in genes crucial for pancreatic function, including calcium signalling (clstn2, cacna1d and cadps2), genes associated with type 2 diabetes (tcf7l2 and adcy5) and a biomarker for pancreatic ductal adenocarcinoma (plec). Correlation analysis revealed associations between DNA methylation levels in these genes and metabolic phenotypes, indicating epigenetic regulation of glucose metabolism. Moreover, differential methylation in genes related to histone modifications suggests alterations in the epigenetic machinery. These findings underscore the long-term consequences of environmental contamination on pancreatic function and raise concerns about the health risks associated with transgenerational effects of pesticides.


Asunto(s)
Metilación de ADN , Epigénesis Genética , Páncreas , Fenotipo , Xenopus , Animales , Metilación de ADN/efectos de los fármacos , Masculino , Páncreas/efectos de los fármacos , Páncreas/metabolismo , Epigénesis Genética/efectos de los fármacos , Linurona/toxicidad , Herbicidas/toxicidad , Plaguicidas/toxicidad
17.
Transl Oncol ; 49: 102085, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39178576

RESUMEN

Clinical genomic profiling of cell-free nucleic acids (e.g. cell-free DNA or cfDNA) from blood and other body fluids has ushered in a new era in non-invasive diagnostics and treatment monitoring strategies for health conditions and diseases such as cancer. Genomic analysis of cfDNAs not only identifies disease-associated mutations, but emerging findings suggest that structural, topological, and fragmentation characteristics of cfDNAs reveal crucial information about the location of source tissues, their epigenomes, and other clinically relevant characteristics, leading to the burgeoning field of fragmentomics. The field has seen rapid developments in computational and genomics methodologies for conducting large-scale studies on health conditions and diseases - that have led to fundamental, mechanistic discoveries as well as translational applications. Several recent studies have shown the clinical utilities of the cfDNA fragmentomics technique which has the potential to be effective for early disease diagnosis, determining treatment outcomes, and risk-free continuous patient monitoring in a non-invasive manner. In this article, we outline recent developments in computational genomic methodologies and analysis strategies, as well as the emerging insights from cfNA fragmentomics. We conclude by highlighting the current challenges and opportunities.

18.
Int J Mol Sci ; 25(16)2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39201279

RESUMEN

Personalized medicine, which involves modifying treatment strategies/drug dosages based on massive laboratory/imaging data, faces large statistical and study design problems. The authors believe that the use of continuous multidimensional data, such as those regarding gut microbiota, or binary multidimensional systems properly transformed into a continuous variable, such as the epigenetic clock, offer an advantageous scenario for the design of trials of personalized medicine. We will discuss examples focusing on kidney diseases, specifically on IgA nephropathy. While gut dysbiosis can provide a treatment strategy to restore the standard gut microbiota using probiotics, transforming epigenetic omics data into epigenetic clocks offers a promising tool for personalized acute and chronic kidney disease care. Epigenetic clocks involve a complex transformation of DNA methylome data into estimated biological age. These clocks can identify people at high risk of developing kidney problems even before symptoms appear. Some of the effects of both the epigenetic clock and microbiota on kidney diseases seem to be mediated by endothelial dysfunction. These "big data" (epigenetic clocks and microbiota) can help tailor treatment plans by pinpointing patients likely to experience rapid declines or those who might not need overly aggressive therapies.


Asunto(s)
Epigénesis Genética , Microbioma Gastrointestinal , Enfermedades Renales , Medicina de Precisión , Humanos , Medicina de Precisión/métodos , Microbioma Gastrointestinal/genética , Enfermedades Renales/microbiología , Enfermedades Renales/genética , Enfermedades Renales/terapia , Microbiota , Metilación de ADN , Epigenómica/métodos , Disbiosis/microbiología , Animales
19.
Mol Ther ; 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39169620

RESUMEN

The repurposing of RNA-programmable CRISPR systems from genome editing into epigenome editing tools is gaining pace, including in research and development efforts directed at tackling human disorders. This momentum stems from the increasing knowledge regarding the epigenetic factors and networks underlying cell physiology and disease etiology and from the growing realization that genome editing principles involving chromosomal breaks generated by programmable nucleases are prone to unpredictable genetic changes and outcomes. Hence, engineered CRISPR systems are serving as versatile DNA-targeting scaffolds for heterologous and synthetic effector domains that, via locally recruiting transcription factors and chromatin remodeling complexes, seek interfering with loss-of-function and gain-of-function processes underlying recessive and dominant disorders, respectively. Here, after providing an overview about epigenetic drugs and CRISPR-Cas-based activation and interference platforms, we cover the testing of these platforms in the context of molecular therapies for muscular dystrophies. Finally, we examine attributes, obstacles, and deployment opportunities for CRISPR-based epigenetic modulating technologies.

20.
Alzheimers Dement ; 2024 Aug 28.
Artículo en Inglés | MEDLINE | ID: mdl-39193893

RESUMEN

INTRODUCTION: We investigated blood DNA methylation patterns associated with 15 well-established cerebrospinal fluid (CSF) biomarkers of Alzheimer's disease (AD) pathophysiology, neuroinflammation, and neurodegeneration. METHODS: We assessed DNA methylation in 885 blood samples from the European Medical Information Framework for Alzheimer's Disease (EMIF-AD) study using the EPIC array. RESULTS: We identified Bonferroni-significant differential methylation associated with CSF YKL-40 (five loci) and neurofilament light chain (NfL; seven loci) levels, with two of the loci associated with CSF YKL-40 levels correlating with plasma YKL-40 levels. A co-localization analysis showed shared genetic variants underlying YKL-40 DNA methylation and CSF protein levels, with evidence that DNA methylation mediates the association between genotype and protein levels. Weighted gene correlation network analysis identified two modules of co-methylated loci correlated with several amyloid measures and enriched in pathways associated with lipoproteins and development. DISCUSSION: We conducted the most comprehensive epigenome-wide association study (EWAS) of AD-relevant CSF biomarkers to date. Future work should explore the relationship between YKL-40 genotype, DNA methylation, and protein levels in the brain. HIGHLIGHTS: Blood DNA methylation was assessed in the EMIF-AD MBD study. Epigenome-wide association studies (EWASs) were performed for 15 Alzheimer's disease (AD)-relevant cerebrospinal fluid (CSF) biomarker measures. Five Bonferroni-significant loci were associated with YKL-40 levels and seven with neurofilament light chain (NfL). DNA methylation in YKL-40 co-localized with previously reported genetic variation. DNA methylation potentially mediates the effect of single-nucleotide polymorphisms (SNPs) in YKL-40 on CSF protein levels.

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