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1.
J Am Chem Soc ; 146(3): 2122-2131, 2024 01 24.
Artículo en Inglés | MEDLINE | ID: mdl-38190443

RESUMEN

Bioconjugation chemistry has emerged as a powerful tool for the modification of diverse biomolecules under mild conditions. Tetrazole, initially proposed as a bioorthogonal photoclick handle for 1,3-dipolar cyclization with alkenes, was later demonstrated to possess broader photoreactivity with carboxylic acids, serving as a versatile bioconjugation and photoaffinity labeling probe. In this study, we unexpectedly discovered and validated the photoreactivity between tetrazole and primary amine to afford a new 1,2,4-triazole cyclization product. Given the significance of functionalized N-heterocycles in medicinal chemistry, we successfully harnessed the serendipitously discovered reaction to synthesize both pharmacologically relevant DNA-encoded chemical libraries (DELs) and small molecule compounds bearing 1,2,4-triazole scaffolds. Furthermore, the mild reaction conditions and stable 1,2,4-triazole linkage found broad application in photoinduced bioconjugation scenarios, spanning from intramolecular peptide macrocyclization and templated DNA reaction cross-linking to intermolecular photoaffinity labeling of proteins. Triazole cross-linking products on lysine side chains were identified in tetrazole-labeled proteins, refining the comprehensive understanding of the photo-cross-linking profiles of tetrazole-based probes. Altogether, this tetrazole-amine bioconjugation expands the current bioconjugation toolbox and creates new possibilities at the interface of medicinal chemistry and chemical biology.


Asunto(s)
Aminas , Proteínas , Aminas/química , Ciclización , Proteínas/química , Tetrazoles/química , ADN , Química Clic
2.
PLoS Comput Biol ; 19(11): e1011641, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37948464

RESUMEN

Single-cell sequencing (scRNA-seq) technology provides higher resolution of cellular differences than bulk RNA sequencing and reveals the heterogeneity in biological research. The analysis of scRNA-seq datasets is premised on the subpopulation assignment. When an appropriate reference is not available, such as specific marker genes and single-cell reference atlas, unsupervised clustering approaches become the predominant option. However, the inherent sparsity and high-dimensionality of scRNA-seq datasets pose specific analytical challenges to traditional clustering methods. Therefore, a various deep learning-based methods have been proposed to address these challenges. As each method improves partially, a comprehensive method needs to be proposed. In this article, we propose a novel scRNA-seq data clustering method named AttentionAE-sc (Attention fusion AutoEncoder for single-cell). Two different scRNA-seq clustering strategies are combined through an attention mechanism, that include zero-inflated negative binomial (ZINB)-based methods dealing with the impact of dropout events and graph autoencoder (GAE)-based methods relying on information from neighbors to guide the dimension reduction. Based on an iterative fusion between denoising and topological embeddings, AttentionAE-sc can easily acquire clustering-friendly cell representations that similar cells are closer in the hidden embedding. Compared with several state-of-art baseline methods, AttentionAE-sc demonstrated excellent clustering performance on 16 real scRNA-seq datasets without the need to specify the number of groups. Additionally, AttentionAE-sc learned improved cell representations and exhibited enhanced stability and robustness. Furthermore, AttentionAE-sc achieved remarkable identification in a breast cancer single-cell atlas dataset and provided valuable insights into the heterogeneity among different cell subtypes.


Asunto(s)
Perfilación de la Expresión Génica , Análisis de Expresión Génica de una Sola Célula , Perfilación de la Expresión Génica/métodos , Análisis de la Célula Individual/métodos , Análisis de Secuencia de ARN/métodos , Análisis por Conglomerados , Algoritmos
3.
J Fluoresc ; 2024 Mar 23.
Artículo en Inglés | MEDLINE | ID: mdl-38520621

RESUMEN

In the paper, we have successfully prepared hexagonal boron nitride (h-BN:Tb3+, Ce3+) phosphors with melamine as the nitrogen source. The X-ray powder diffraction patterns confirm that the sample possesses a hexagonal crystal structure within the P 6 ¯ m2 space group. It is interesting that the co-doping combination of Tb3+ and Ce3+ can markedly enhance the threshold concentration of doped activators within the limited solid solution of h-BN phosphors. Under 302 nm excitation, the h-BN:Ce3+ phosphors exhibit broadband blue light emission at 406 nm. In h-BN:Tb3+, Ce3+ phosphors, the co-doping of Ce3+ not only ensures high phase purity but also results in strong green light emission. The energy transfer efficiency from Ce3+ to Tb3+ is about 55%. The fluorescence lifetime increases with the increase of Ce3+ and Tb3+ concentration, and the fluorescence lifetime of h-BN:0.025Tb3+, 0.05Ce3+ phosphor reached 2.087 ms. Additionally, the h-BN:0.025Tb3+, 0.05Ce3+ phosphor exhibits excellent thermal performance with an activation energy value of 0.2825 eV. Moreover, the photoluminescence quantum yield of the sample exceeds 52%. Therefore, the h-BN:Tb3+, Ce3+ samples can be used as green phosphors for solid state lighting and fluorescent labeling.

4.
Nutr Metab Cardiovasc Dis ; 34(4): 953-962, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38161123

RESUMEN

BACKGROUND AND AIMS: Abdominal aortic aneurysm (AAA) is the second most common aortic pathological manifestation. Metabolic dysfunction-associated fatty liver disease (MAFLD) has a wide impact on the cardiovascular system and may be a risk factor for AAA. The aim of this study was to investigate whether MAFLD is associated with the risk of AAA. METHODS AND RESULTS: We used data from the prospective UK Biobank cohort study. MAFLD is defined as hepatic steatosis plus metabolic abnormality, type 2 diabetes, or overweight/obesity. AAA is collected by ICD-10 code. Cox regression was established to analyze the association between MAFLD and AAA. A total of 370203 participants were included; the average age of the participants was 56.7 ± 8.0 years, and 134649 (36.4 %) were diagnosed with MAFLD. During the 12.5 years of follow-up, 1561 (0.4 %) participants developed AAA. After fully adjusting for confounding factors, individuals with MAFLD had a significantly increased risk of AAA (HR 1.521, 95 % CI 1.351-1.712, p < 0.001). Importantly, the risk of AAA increases with the severity of MAFLD as assessed by fibrosis scores. These associations were consistent according to sex, weight, and alcohol consumption but weaker in elderly or diabetics (P for interaction <0.05). The association between the MAFLD phenotype and AAA was independent of the polygenic risk score. Additionally, MAFLD was not associated with thoracic aortic aneurysm or aortic dissection events. CONCLUSIONS: There was a significant relationship between MAFLD and AAA. These findings strongly recommend early prevention of AAA by intervening in MAFLD.


Asunto(s)
Aneurisma de la Aorta Abdominal , Diabetes Mellitus Tipo 2 , Enfermedad del Hígado Graso no Alcohólico , Anciano , Humanos , Persona de Mediana Edad , Estudios de Cohortes , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/epidemiología , Estudios Prospectivos , Enfermedad del Hígado Graso no Alcohólico/diagnóstico , Enfermedad del Hígado Graso no Alcohólico/epidemiología , Aneurisma de la Aorta Abdominal/diagnóstico por imagen , Aneurisma de la Aorta Abdominal/epidemiología
5.
J Org Chem ; 88(11): 6565-6572, 2023 06 02.
Artículo en Inglés | MEDLINE | ID: mdl-37213137

RESUMEN

The incorporation of N-containing heterocycles with potential bioactivity into DNA-encoded chemical libraries (DELs) represents an important approach to synthesizing medicinally useful compound collections for high-throughput screening. Herein, we reported a synthetic methodology to afford a benzotriazinone core as a drug-like scaffold in a DNA-compatible manner through aryl diazonium intermediates. Starting from DNA-conjugated amines, anthranilic acid or isatoic anhydride building blocks were coupled to form chemically diversified anthranilamides, which were subsequently transformed into 1,2,3-benzotriazin-4(3H)-one via tert-butyl nitrite-triggered cyclization. This methodology features DEL synthesis compatibility through a mild diazonium intermediate mechanism, allowing late-stage decoration of the bioactive benzotriazinone cap on DNA-conjugated amines. The broad substrate scope and high conversion render this methodology a promising approach to diversifying and decorating DNA-encoded combinatorial peptide-like libraries with medicinally relevant heterocyclic moieties.


Asunto(s)
Replicación del ADN , ADN , ADN/química , Aminas/química , Bibliotecas de Moléculas Pequeñas/química , Ciclización , Biblioteca de Péptidos
6.
Br J Nutr ; 130(9): 1473-1486, 2023 11 14.
Artículo en Inglés | MEDLINE | ID: mdl-36815302

RESUMEN

Fat deposition and lipid metabolism are closely related to the morphology, structure and function of mitochondria. The morphology of mitochondria between fusion and fission processes is mainly regulated by protein posttranslational modification. Intermittent fasting (IF) promotes high expression of Sirtuin 3 (Sirt3) and induces mitochondrial fusion in high-fat diet (HFD)-fed mice. However, the mechanism by which Sirt3 participates in mitochondrial protein acetylation during IF to regulate mitochondrial fusion and fission dynamics remains unclear. This article demonstrates that IF promotes mitochondrial fusion and improves mitochondrial function in HFD mouse inguinal white adipose tissue. Proteomic sequencing revealed that IF increased protein deacetylation levels in HFD mice and significantly increased Sirt3 mRNA and protein expression. After transfecting with Sirt3 overexpression or interference vectors into adipocytes, we found that Sirt3 promoted adipocyte mitochondrial fusion and improved mitochondrial function. Furthermore, Sirt3 regulates the JNK-FIS1 pathway by deacetylating malate dehydrogenase 2 (MDH2) to promote mitochondrial fusion. In summary, our study indicates that IF promotes mitochondrial fusion and improves mitochondrial function by upregulating the high expression of Sirt3 in HFD mice, promoting deacetylation of MDH2 and inhibiting the JNK-FIS1 pathway. This research provides theoretical support for studies related to energy limitation and animal lipid metabolism.


Asunto(s)
Sirtuina 3 , Ratones , Animales , Sirtuina 3/genética , Sirtuina 3/metabolismo , Dinámicas Mitocondriales , Ayuno Intermitente , Proteómica , Adipocitos/metabolismo
7.
Org Biomol Chem ; 21(10): 2162-2166, 2023 03 08.
Artículo en Inglés | MEDLINE | ID: mdl-36799438

RESUMEN

Viridicatin alkaloids as natural products have attracted great interest due to their unique core scaffold. To fully exploit their potential application in DNA-encoded chemical libraries that would facilitate drug discovery, we here describe an efficient on-DNA synthesis of viridicatin alkaloid-like scaffolds from isatins and DNA-tagged aldehydes. Promoted by benzenesulfonyl hydrazide, this reaction provided the corresponding DNA-conjugated viridicatin alkaloid-like products in moderate-to-excellent conversion yields, and DNA compatibility validated by enzymatic ligation and qPCR evaluation exhibited the feasible utility of this methodology in DEL synthesis. Cross substrate scope study, together with subsequent on-DNA chemical diversification, further showed the competence of this approach in focused natural product-like encoded library construction.


Asunto(s)
Alcaloides , Hidroxiquinolinas , Bibliotecas de Moléculas Pequeñas , ADN
8.
J Biochem Mol Toxicol ; 37(3): e23273, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36541330

RESUMEN

Bisphenol S (BPS) is an environmental endocrine disruptor widely used in industrial production. BPS induces oxidative stress and exhibits male reproductive toxicity in mice, but the mechanisms by which BPS impairs steroid hormone synthesis are not fully understood. Nuclear factor erythroid 2-related factor 2(Nrf2)/HO-1 signaling is a key pathway in improving cellular antioxidant defense capacities. Therefore, this study explored the effects of exposure to BPS on testosterone synthesis in adult male mice and its mechanisms with regard to the Nrf2/HO-1 signaling pathway. Adult male C57BL/6 mice were orally exposed to BPS (2, 20, and 200 mg/kg BW) with sesame oil as a vehicle (0.1 ml/10 g BW) per day for 28 consecutive days. The results showed that compared with the control group, serum testosterone levels were substantially reduced in the 20 and 200 mg/kg BPS treatment groups, and testicular testosterone levels were reduced in all BPS treatment groups. These changes were accompanied by a prominent decrease in the expression levels of testosterone synthesis-related enzymes (STAR, CYP11A1, CYP17A1, HSD3B1, and HSD17B3) in the mouse testis. In addition, BPS induced oxidative stress in the testis by upregulating the messenger RNA and protein levels of Keap1 and downregulating the levels of Nrf2, HO-1, and downstream antioxidant enzymes (CAT, SOD1, and Gpx4). In summary, our results indicate that exposure of adult male mice to BPS can inhibit Nrf2/HO-1 signaling and antioxidant enzyme activity, which induces oxidative stress and thereby may impair testosterone synthesis in testicular tissues, leading to reproductive damage.


Asunto(s)
Factor 2 Relacionado con NF-E2 , Testosterona , Masculino , Ratones , Animales , Proteína 1 Asociada A ECH Tipo Kelch/metabolismo , Factor 2 Relacionado con NF-E2/metabolismo , Antioxidantes/farmacología , Ratones Endogámicos C57BL , Testículo/metabolismo , Estrés Oxidativo , Transducción de Señal
9.
Cell Mol Life Sci ; 79(10): 527, 2022 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-36151409

RESUMEN

It has been reported that aging-generated gut microecosystem may promote host hepatic lipid dysmetabolism through shaping the pattern of secondary bile acids (BAs). Then as an oral drug, melatonin (Mel)-mediated beneficial efforts on the communication between gut microbiota and aging host are still not clearly. Here, we show that aging significantly shapes the pattern of gut microbiota and BAs, whereas Mel treatment reverses these phenotypes (P < 0.05), which is identified to depend on the existence of gut microbiota. Mechanistically, aging-triggered high-level expression of ileac farnesoid X receptor (FXR) is significantly decreased through Mel-mediated inhibition on Campylobacter jejuni (C. jejuni)-induced deconjugation of tauroursodeoxycholic acid (TUDCA) and glycoursodeoxycholic acid (GUDCA) (P < 0.05). The aging-induced high-level of serum taurine chenodeoxycholic acid (TCDCA) activate trimethylamine-N-oxide (TMAO)-triggered activating transcriptional factor 4 (ATF4) signaling via hepatic FXR, which further regulates hepatic BAs metabolism, whereas TUDCA inhibits aging-triggered high-level of hepatic ATF4. Overall, Mel reduces C. jejuni-mediated deconjugation of TUDCA to inhibit aging-triggered high-level expression of hepatic FXR, which further decreases hepatic TMAO production, to relieve hepatic lipid dysmetabolism.


Asunto(s)
Microbioma Gastrointestinal , Melatonina , Ácidos y Sales Biliares/metabolismo , Microbioma Gastrointestinal/fisiología , Lípidos , Hígado/metabolismo , Melatonina/metabolismo , Melatonina/farmacología , Metilaminas , Óxidos/metabolismo , Receptores Citoplasmáticos y Nucleares/metabolismo , Ácido Tauroquenodesoxicólico/metabolismo , Ácido Tauroquenodesoxicólico/farmacología
10.
Lasers Med Sci ; 38(1): 123, 2023 May 12.
Artículo en Inglés | MEDLINE | ID: mdl-37171630

RESUMEN

The transient apical pressure side effect is an important safety consideration for Er:YAG laser-activated irrigation (LAI). Therefore, this study aimed to measure the transient apical peak pressure (TAPP) of LAI under different laser settings in various tooth models using a high-frequency sensor system. Tooth models with different pulp chamber structures, apical diameters, and curvatures were prepared using transparent resin and filled with deionised water. The Er:YAG laser fibre was placed 3 mm from the root canal orifice. Irrigation was performed at 10-40 mJ and 20-50 Hz using the super short pulse mode. The TAPP was measured using a 50,000-sample/second pressure sensor connected to the models' apices. The TAPP of LAI was significantly higher than that of other chemical preparation methods. Among all investigated factors, pulp chamber anatomy and apical diameters had the greatest effects and were highly related to the apical peak pressure. Root canal curvature showed no direct correlation with TAPP. The larger the final prepared working width, the greater the TAPP. Furthermore, both pulse energy and frequency had positive correlations with TAPP. In conclusion, tooth anatomy factors and laser parameter settings influenced TAPP during Er:YAG LAI. Therefore, proper settings of laser parameters are important to improve the safety of Er:YAG LAI.


Asunto(s)
Láseres de Estado Sólido , Diente , Láseres de Estado Sólido/uso terapéutico , Preparación del Conducto Radicular/métodos , Irrigantes del Conducto Radicular , Tratamiento del Conducto Radicular/métodos , Cavidad Pulpar , Irrigación Terapéutica/métodos
11.
Yale J Biol Med ; 96(4): 527-547, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38161579

RESUMEN

Micropatterns, characterized as distinct physical microstructures or chemical adhesion matrices on substance surfaces, have emerged as a powerful tool for manipulating cellular activity. By creating specific extracellular matrix microenvironments, micropatterns can influence various cell behaviors, including orientation, proliferation, migration, and differentiation. This review provides a comprehensive overview of the latest advancements in the use of micropatterns for cell behavior regulation. It discusses the influence of micropattern morphology and coating on cell behavior and the underlying mechanisms. It also highlights future research directions in this field, aiming to inspire new investigations in materials medicine, regenerative medicine, and tissue engineering. The review underscores the potential of micropatterns as a novel approach for controlling cell behavior, which could pave the way for breakthroughs in various biomedical applications.


Asunto(s)
Células Cultivadas , Humanos , Diferenciación Celular
12.
Chembiochem ; 23(14): e202200025, 2022 07 19.
Artículo en Inglés | MEDLINE | ID: mdl-35352452

RESUMEN

DNA-encoded chemical libraries (DEL) have attracted substantial attention due to the infinite possibility for hit discovery in both pharmaceutical companies and academia. The encoding method is the initial step of DEL construction and one of the cornerstones of DEL applications. Classified by the DNA format, the existing DEL encoding strategies were categorized into single-stranded DNA-based strategies and double-stranded DNA-based strategies. The two DEL formats have their unique advantages but are usually incompatible with each other. To address this issue, we propose the concept of interconversion between double- and single-stranded DEL based on the "reversible covalent headpiece (RCHP)" design, which combines maximum robustness of synthesis with extraordinary flexibility of applications in distinct setups. Future opportunities in this field are also proposed to advance DEL technology to a comprehensive drug discovery platform.


Asunto(s)
ADN de Cadena Simple , Bibliotecas de Moléculas Pequeñas , ADN/genética , Descubrimiento de Drogas , Biblioteca de Genes
13.
Bioconjug Chem ; 33(1): 105-110, 2022 01 19.
Artículo en Inglés | MEDLINE | ID: mdl-34927428

RESUMEN

As a powerful platform in drug discovery, the DNA-encoded chemical library technique enables the generation of numerous chemical members with high structural diversity. Epoxides widely exist in a variety of approved drugs and clinical candidates, eliciting multiple pharmaceutical activities. Herein, we report a non-oxidative DNA-compatible synthesis of di-/trisubstituted α,ß-epoxyketones by implementing aldehydes and α-chlorinated ketones as abundant building blocks. This methodology was demonstrated to cover a broad substrate scope with medium-to-excellent conversions. Further structural diversification and transformation were also successfully explored to fully leverage α,ß-epoxyketone moiety.


Asunto(s)
Bibliotecas de Moléculas Pequeñas
14.
J Org Chem ; 87(5): 2551-2558, 2022 03 04.
Artículo en Inglés | MEDLINE | ID: mdl-35076247

RESUMEN

The incorporation of the isoindole core into the DNA-encoded chemical library is highly desirable for the great potential pharmacological characters exampled by molecules like lenalidomide. Herein, we reported a DNA-compatible protocol for the OPA-mediated transformation of amines into drug-like moieties represented by isoindolinone and thio-2-isoindole, respectively. The high conversion and wide substrate-scope property of our protocol render its feasibility in the manipulation of terminal amines on oligonucleotide conjugates, including "cap-and-catch" purification, sequential synthesis during DEL construction, and on-DNA macrocyclization.


Asunto(s)
Isoindoles , o-Ftalaldehído , Aminas , ADN , o-Ftalaldehído/química
15.
Org Biomol Chem ; 20(25): 5045-5049, 2022 06 29.
Artículo en Inglés | MEDLINE | ID: mdl-35703385

RESUMEN

Inspired by diversity-oriented synthesis, we have developed a series of DNA-compatible transformations utilizing on-DNA vinyl azide as a synthon to forge divergent N-heterocyclic scaffolds. Polysubstituted imidazoles and isoquinolines were efficiently obtained with moderate-to-excellent conversions. Besides, the "one-pot" strategy to prepare in-house on-DNA vinyl azides afforded synthons readily. Results from substrate scope exploration and enzymatic ligation further demonstrate the feasibility of these N-heterocycle syntheses in DNA-encoded chemical library construction.


Asunto(s)
Azidas , ADN , Imidazoles , Isoquinolinas , Bibliotecas de Moléculas Pequeñas
16.
Int J Mol Sci ; 23(21)2022 Oct 22.
Artículo en Inglés | MEDLINE | ID: mdl-36361522

RESUMEN

Lysine crotonylation modification is a novel acylation modification that is similar to acetylation modification. Studies have found that protein acetylation plays an important regulatory part in the occurrence and prevention of obesity and is involved in the regulation of glucose metabolism, tricarboxylic acid cycle, white fat browning and fatty acid metabolism. Therefore, we speculate that protein crotonylation may also play a more vital role in regulating the browning of white fat. To verify this conjecture, we identified 7254 crotonyl modification sites and 1629 modified proteins in iWAT of white fat browning model mice by affinity enrichment and liquid chromatography-mass spectrometry (LC-MS/MS). We selected five representative proteins in the metabolic process, namely glycerol-3-phosphate dehydrogenase 1 (GPD1), fatty acid binding protein 4 (FABP4), adenylate kinase 2 (AK2), triosephosphate isomerase 1 (TPI1) and NADH dehydrogenase (ubiquinone) 1 alpha subcomplex 8 (NDUFA8). Through qPCR, Western blotting, immunofluorescence staining, Oil Red O staining and HE staining, we demonstrated that GPD1 and FABP4 inhibited white fat browning, while AK2, TPI1 and NDUFA8 promoted white fat browning. GPD1 and FABP4 proteins were downregulated by crotonylation modification, while AK2, TPI1 and NDUFA8 proteins were upregulated by crotonylation modification. Further detection found that the crotonylation modification of GPD1, FABP4, AK2, TPI1 and NDUFA8 promoted white fat browning, which was consistent with the sequencing results. These results indicate that the protein crotonylation is involved in regulating white fat browning, which is of great significance for controlling obesity and treating obesity-related diseases.


Asunto(s)
Lisina , Espectrometría de Masas en Tándem , Ratones , Animales , Lisina/metabolismo , Cromatografía Liquida , Procesamiento Proteico-Postraduccional , Tejido Adiposo Blanco/metabolismo , Obesidad/metabolismo
17.
Angew Chem Int Ed Engl ; 61(7): e202115157, 2022 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-34904335

RESUMEN

The use of a proper encoding methodology is one of the most important aspects when practicing DEL technology. A "headpiece"-based double-stranded DEL encoding method is currently the most widely used for productive DEL. However, the robustness of double-stranded DEL construction conflicts with the versatility presented by single-stranded DEL applications. We here report a novel encoding method, which is based on a "reversible covalent headpiece (RCHP)". The RCHP allows reversible interconversion between double- and single-stranded DNA formats, providing an avenue to robust synthesis and allowing for the applications in distinct setups. We have validated the versatility of this encoding method with encoded self-assembled chemical library and DNA-encoded dynamic library technology. Notably, based on the RCHP-settled library construction, a unique "ternary covalent complex" mediating ligand isolation methodology against non-immobilized targets was developed.

18.
Hum Mutat ; 42(6): 667-684, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33822436

RESUMEN

One of the greatest challenges in human genetics is deciphering the link between functional variants in noncoding sequences and the pathophysiology of complex diseases. To address this issue, many methods have been developed to sort functional single-nucleotide variants (SNVs) for neutral SNVs in noncoding regions. In this study, we integrated well-established features and commonly used datasets and merged them into large-scale datasets based on a random forest model, which yielded promising performance and outperformed some cutting-edge approaches. Our analyses of feature importance and data coverage also provide certain clues for future research in enhancing the prediction of functional noncoding SNVs.


Asunto(s)
Algoritmos , Biología Computacional/métodos , Enfermedad/genética , ARN no Traducido/genética , Simulación por Computador , Bases de Datos Genéticas , Conjuntos de Datos como Asunto , Predisposición Genética a la Enfermedad/genética , Pruebas Genéticas/métodos , Humanos , Polimorfismo de Nucleótido Simple , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Diseño de Software
19.
Apoptosis ; 26(7-8): 474-487, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34212271

RESUMEN

As a nucleic acid demethylase, Fat and obesity associated gene (FTO) plays a vital role in modulating adipose metabolism. However, it is still unknown how FTO affects apoptosis in adipocytes. In this study, we found that overexpression of FTO inhibited the expression of pro-apoptosis factors Caspase-3, Caspase-9 and Bax and mitochondrial unfolded protein response (UPRmt) markers HSP60 and ClpP in vivo and in vitro. Particularly, overexpression of FTO inhibited mitochondria-dependent apoptosis in adipocytes. Further studies revealed that FTO suppressed UPRmt by reducing HSP60 mRNA N6-methyladenosine (m6A) modification. Moreover, FTO inhibited the activation of Caspase-3 via JAK2/STAT3 signaling pathway in adipocytes. Further experiments showed that pro-apoptosis gene Bax was upregulated by UPRmt-activated PKR/eIF2α/ATF5 axis in adipocytes. In summary, this study confirms that FTO reduces adipocytes apoptosis by activiting JAK2/STAT3 signaling pathway and inhibiting UPRmt, revealing a novel mechanism of FTO on adipocytes apoptosis, which provides some new potential therapy for treating obesity and related metabolic syndromes.


Asunto(s)
Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato , Apoptosis , Adipocitos , Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato/genética , Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato/metabolismo , Mitocondrias/metabolismo , Respuesta de Proteína Desplegada
20.
Genome Res ; 28(10): 1481-1493, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30154223

RESUMEN

Naive pluripotency exists in epiblast cells of mouse pre-implantation embryos. However, whether the naive pluripotency is transient or nonexistent in primate embryos remains unclear. Using RNA-seq in single blastomeres from 16-cell embryos through to hatched blastocysts of rhesus monkey, we constructed the lineage segregation roadmap in which the specification of trophectoderm, epiblast, and primitive endoderm is initiated simultaneously at the early blastocyst stage. Importantly, we uncovered the existence of distinct pluripotent states in monkey pre-implantation embryos. At the early- and middle-blastocyst stages, the epiblast cells have the transcriptome features of naive pluripotency, whereas they display a continuum of primed pluripotency characteristics at the late and hatched blastocyst stages. Moreover, we identified potential regulators that might play roles in the transition from naive to primed pluripotency. Thus, our study suggests the transient existence of naive pluripotency in primates and proposes an ideal time window for derivation of primate embryonic stem cells with naive pluripotency.


Asunto(s)
Blastómeros/citología , Macaca mulatta/genética , Análisis de Secuencia de ARN/métodos , Análisis de la Célula Individual/métodos , Animales , Blastómeros/química , Linaje de la Célula , Células Madre Embrionarias/química , Células Madre Embrionarias/citología , Femenino , Perfilación de la Expresión Génica , Regulación del Desarrollo de la Expresión Génica , Modelos Animales
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