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1.
Nat Methods ; 20(11): 1645-1660, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37872244

RESUMO

Quantitative phase imaging, integrated with artificial intelligence, allows for the rapid and label-free investigation of the physiology and pathology of biological systems. This review presents the principles of various two-dimensional and three-dimensional label-free phase imaging techniques that exploit refractive index as an intrinsic optical imaging contrast. In particular, we discuss artificial intelligence-based analysis methodologies for biomedical studies including image enhancement, segmentation of cellular or subcellular structures, classification of types of biological samples and image translation to furnish subcellular and histochemical information from label-free phase images. We also discuss the advantages and challenges of artificial intelligence-enabled quantitative phase imaging analyses, summarize recent notable applications in the life sciences, and cover the potential of this field for basic and industrial research in the life sciences.


Assuntos
Inteligência Artificial , Disciplinas das Ciências Biológicas , Aumento da Imagem , Imageamento Tridimensional/métodos
2.
Plant J ; 118(2): 469-487, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38180307

RESUMO

Fruit color is one of the most important traits in peppers due to its esthetic value and nutritional benefits and is determined by carotenoid composition, resulting from diverse mutations of carotenoid biosynthetic genes. The EMS204 line, derived from an EMS mutant population, presents bright-red color, compared with the wild type Yuwolcho cultivar. HPLC analysis indicates that EMS204 fruit contains more zeaxanthin and less capsanthin and capsorubin than Yuwolcho. MutMap was used to reveal the color variation of EMS204 using an F3 population derived from a cross of EMS204 and Yuwolcho, and the locus was mapped to a 2.5-Mbp region on chromosome 2. Among the genes in the region, a missense mutation was found in ZEP (zeaxanthin epoxidase) that results in an amino acid sequence alteration (V291 → I). A color complementation experiment with Escherichia coli and ZEP in vitro assay using thylakoid membranes revealed decreased enzymatic activity of EMS204 ZEP. Analysis of endogenous plant hormones revealed a significant reduction in abscisic acid content in EMS204. Germination assays and salinity stress experiments corroborated the lower ABA levels in the seeds. Virus-induced gene silencing showed that ZEP silencing also results in bright-red fruit containing less capsanthin but more zeaxanthin than control. A germplasm survey of red color accessions revealed no similar carotenoid profiles to EMS204. However, a breeding line containing a ZEP mutation showed a very similar carotenoid profile to EMS204. Our results provide a novel breeding strategy to develop red pepper cultivars containing high zeaxanthin contents using ZEP mutations.


Assuntos
Capsicum , Oxirredutases , Capsicum/genética , Capsicum/metabolismo , Zeaxantinas/metabolismo , Frutas/metabolismo , Mutação com Perda de Função , Melhoramento Vegetal , Carotenoides/metabolismo , Xantofilas
3.
Proc Natl Acad Sci U S A ; 119(7)2022 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-35135882

RESUMO

Hepatitis B virus (HBV) contains a partially double-stranded DNA genome. During infection, its replication is mediated by reverse transcription (RT) of an RNA intermediate termed pregenomic RNA (pgRNA) within core particles in the cytoplasm. An epsilon structural element located in the 5' end of the pgRNA primes the RT activity. We have previously identified the N6-methyladenosine (m6A)-modified DRACH motif at 1905 to 1909 nucleotides in the epsilon structure that affects myriad functions of the viral life cycle. In this study, we investigated the functional role of m6A modification of the 5' ε (epsilon) structural element of the HBV pgRNA in the nucleocapsid assembly. Using the m6A site mutant in the HBV 5' epsilon, we present evidence that m6A methylation of 5' epsilon is necessary for its encapsidation. The m6A modification of 5' epsilon increased the efficiency of viral RNA packaging, whereas the m6A of 3' epsilon is dispensable for encapsidation. Similarly, depletion of methyltransferases (METTL3/14) decreased pgRNA and viral DNA levels within the core particles. Furthermore, the m6A modification at 5' epsilon of HBV pgRNA promoted the interaction with core proteins, whereas the 5' epsilon m6A site-mutated pgRNA failed to interact. HBV polymerase interaction with 5' epsilon was independent of m6A modification of 5' epsilon. This study highlights yet another pivotal role of m6A modification in dictating the key events of the HBV life cycle and provides avenues for investigating RNA-protein interactions in various biological processes, including viral RNA genome encapsidation in the context of m6A modification.


Assuntos
Adenosina/análogos & derivados , Genoma Viral , Antígenos do Núcleo do Vírus da Hepatite B/metabolismo , Vírus da Hepatite B/fisiologia , RNA Viral/metabolismo , Proteínas do Core Viral/metabolismo , Adenosina/metabolismo , Antígenos do Núcleo do Vírus da Hepatite B/genética , Vírus da Hepatite B/genética , Conformação de Ácido Nucleico , RNA Viral/genética , Proteínas do Core Viral/genética , Montagem de Vírus
4.
Int J Geriatr Psychiatry ; 39(2): e6071, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38372966

RESUMO

BACKGROUND: Geriatric depression and anxiety have been identified as mood disorders commonly associated with the onset of dementia. Currently, the diagnosis of geriatric depression and anxiety relies on self-reported assessments for primary screening purposes, which is uncomfortable for older adults and can be prone to misreporting. When a more precise diagnosis is needed, additional methods such as in-depth interviews or functional magnetic resonance imaging are used. However, these methods can not only be time-consuming and costly but also require systematic and cost-effective approaches. OBJECTIVE: The main objective of this study was to investigate the feasibility of training an end-to-end deep learning (DL) model by directly inputting time-series activity tracking and sleep data obtained from consumer-grade wrist-worn activity trackers to identify comorbid depression and anxiety. METHODS: To enhance accuracy, the input of the DL model consisted of step counts and sleep stages as time series data, along with minimal depression and anxiety assessment scores as non-time-series data. The basic structure of the DL model was designed to process mixed-input data and perform multi-label-based classification for depression and anxiety. Various DL models, including the convolutional neural network (CNN) and long short-term memory (LSTM), were applied to process the time-series data, and model selection was conducted by comparing the performances of the hyperparameters. RESULTS: This study achieved significant results in the multi-label classification of depression and anxiety, with a Hamming loss score of 0.0946 in the Residual Network (ResNet), by applying a mixed-input DL model based on activity tracking data. The comparison of hyper-parameter performance and the development of various DL models, such as CNN, LSTM, and ResNet contributed to the optimization of time series data processing and achievement of meaningful results. CONCLUSIONS: This study can be considered as the first to develop a mixed-input DL model based on activity tracking data for the multi-label identification of late-life depression and anxiety. The findings of the study demonstrate the feasibility and potential of using consumer-grade wrist-worn activity trackers in conjunction with DL models to improve the identification of comorbid mental health conditions in older adults. The study also established a multi-label classification framework for identifying the complex symptoms of depression and anxiety.


Assuntos
Aprendizado Profundo , Humanos , Idoso , Depressão/diagnóstico , Depressão/epidemiologia , Ansiedade/diagnóstico , Ansiedade/epidemiologia , Transtornos de Ansiedade , Sono
5.
Proc Natl Acad Sci U S A ; 118(3)2021 01 19.
Artigo em Inglês | MEDLINE | ID: mdl-33397803

RESUMO

Chronic hepatitis B virus (HBV) infections are one of the leading causes of cirrhosis and hepatocellular carcinoma. N6-methyladenosine (m6A) modification of cellular and viral RNAs is the most prevalent internal modification that occurs cotranscriptionally. Previously, we reported the dual functional role of m6A modification of HBV transcripts in the viral life cycle. Here, we show that viral HBV X (HBx) protein is responsible for the m6A modifications of viral transcripts. HBV genomes defective in HBx failed to induce m6A modifications of HBV RNAs during infection/transfection, while ectopic expression of HBx restores m6A modifications of the viral RNAs but not the mutant HBx carrying the nuclear export signal. Using chromatin immunoprecipitation assays, we provide evidence that HBx and m6A methyltransferase complexes are localized on the HBV minichromosome to achieve cotranscriptional m6A modification of viral RNAs. HBx interacts with METTL3 and 14 to carry out methylation activity and also modestly stimulates their nuclear import. This role of HBx in mediating m6A modification also extends to host phosphatase and tensin homolog (PTEN) mRNA. This study provides insight into how a viral protein recruits RNA methylation machinery to m6A-modify RNAs.


Assuntos
Vírus da Hepatite B/genética , Hepatite B Crônica/genética , Interações Hospedeiro-Patógeno/genética , Metiltransferases/genética , Transativadores/genética , Proteínas Virais Reguladoras e Acessórias/genética , Adenosina/análogos & derivados , Adenosina/genética , Células Hep G2 , Vírus da Hepatite B/patogenicidade , Hepatite B Crônica/virologia , Humanos , PTEN Fosfo-Hidrolase/genética , Processamento Pós-Transcricional do RNA/genética , RNA Viral/genética , Replicação Viral/genética
6.
Proc Natl Acad Sci U S A ; 118(10)2021 03 09.
Artigo em Inglês | MEDLINE | ID: mdl-33649237

RESUMO

Hepatitis C virus (HCV) infections are associated with the risk of progression to fibrosis, cirrhosis, and hepatocellular carcinoma. The HCV RNA genome is translated by an internal ribosome entry site (IRES)-dependent mechanism. The structure and function of the HCV IRES have been investigated by both biological and biophysical criteria. Recently, the role of N6-methyladenosine (m6A) in cellular RNA and viral transcripts has been intensely investigated. The HCV RNA genome is m6A-methylated, and this modification regulates the viral life cycle. In this study, we investigated the role of m6A modification of the HCV genome in the IRES-dependent translation function by mutating m6A consensus motifs (DRACH) within the IRES element in stem-loop III and IV regions and studied their effect on translation initiation. There are several DRACH motifs within the IRES element. Of these, the DRACH motif at nucleotide (nt) 329-333, located about 7 nt upstream of initiator AUG (iAUG) codon, regulates IRES-mediated translation initiation. Mutational analysis showed that m6A methylation of the adenosine at nt 331 is essential for the IRES-dependent translation. m6A reader protein YTHDC2, containing the RNA helicase domain, recognizes m6A-methylated adenosine at nt 331 and, in concert with the cellular La antigen, supports HCV IRES-dependent translation. The RNA helicase dead YTHDC2 (E332Q) mutant failed to stimulate HCV translation initiation. This report highlights the functional roles of m6A modification and YTHDC2 in the HCV IRES-dependent translation initiation, thus offering alternative therapeutic avenues to interfere with the infectious process.


Assuntos
Adenosina/análogos & derivados , Genoma Viral , Hepacivirus/metabolismo , Biossíntese de Proteínas , RNA Helicases/metabolismo , Processamento Pós-Transcricional do RNA , RNA Viral/metabolismo , Adenosina/genética , Adenosina/metabolismo , Linhagem Celular , Hepacivirus/genética , Humanos , Capuzes de RNA/genética , Capuzes de RNA/metabolismo , RNA Helicases/genética , RNA Viral/genética
7.
Molecules ; 29(11)2024 May 26.
Artigo em Inglês | MEDLINE | ID: mdl-38893384

RESUMO

Analysis of the heavy fractions in crude oil has been important in petroleum industries. It is well known that heavy fractions such as vacuum gas oils (VGOs) include heteroatoms, of which sulfur and nitrogen are often characterized in many cases. We conducted research regarding the molecular species analysis of VGOs. Further refine processes using VGOs are becoming important when considering carbon recycling. In this work, we attempted to classify compounds within VGOs provided by Kuwait Institute for Scientific Research. Two VGOs were priorly distillated from Kuwait Export crude and Lower Fars crude. Quantitative analysis was performed mainly using matrix-assisted laser desorption ionization time of flight mass spectrometry (MALDI-TOFMS). MALDI-TOF-MS has been developed for analyzing high-molecular-weight compounds such as polymer and biopolymers. As matrix selection is one of the most important aspects in MALDI-TOFMS, the careful selection of a matrix was firstly evaluated, followed by analysis using a Kendrick plot with nominal mass series (z*). The objective was to evaluate if this work could provide an effective classification of VGOs compounds. The Kendrick plot is a well-known method for processing mass data. The difference in the Kendrick mass defect (KMD) between CnH2n-14S and CnH2n-20O is only 0.0005 mass units, which makes it difficult in general to distinguish these compounds. However, since the z* value showed effective differences during the classification of these compounds, qualitative analysis could be possible. The analysis using nominal mass series showed the potential to be used as an effective method in analyzing heavy fractions.

8.
J Sci Food Agric ; 104(10): 6322-6329, 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-38520300

RESUMO

BACKGROUND: This study aimed to assess the effect of faba bean (Vicia faba L.) protein isolate (FBPI) on the rheological properties of pork myofibrillar protein gels (MPGs) and the quality characteristics of pork low-fat model sausages (LFMSs). RESULTS: Pork MPGs with 5 or 10 g kg-1 FBPI had higher cooking yield, gel strength, and viscosity than controls. The addition of FBPI to MPGs increased the protein surface hydrophobicity and decreased sulfhydryl groups. Adding FBPI to MPGs changed the protein profile and microstructure. The cooking loss and expressible moisture of LFMSs with 5, 10, or 15 g kg-1 FBPI were lower than those of controls and showed similar results to those with 15 g kg-1 soy protein isolate (SPI). Hardness values of LFMSs with FBPI and SPI were no different, and were higher than those of controls. CONCLUSION: The addition of FBPI potentially improves rheological properties of MPGs and the functional properties of LFMSs, including water-holding capacity and textural properties. © 2024 Society of Chemical Industry.


Assuntos
Culinária , Géis , Produtos da Carne , Proteínas de Plantas , Reologia , Vicia faba , Animais , Produtos da Carne/análise , Vicia faba/química , Suínos , Géis/química , Proteínas de Plantas/química , Viscosidade , Proteínas Musculares/química , Miofibrilas/química
9.
Curr Issues Mol Biol ; 45(8): 6415-6431, 2023 Aug 03.
Artigo em Inglês | MEDLINE | ID: mdl-37623224

RESUMO

Type 2 diabetes (T2D) is a serious health issue with increasing incidences worldwide. However, current medications have limitations due to side effects such as decreased appetite, stomach pain, diarrhea, and extreme tiredness. Here, we report the effect of fermented ice plant (FMC) in the T2M mouse model of db/db mice. FMC showed a greater inhibition of lipid accumulation compared to unfermented ice plant extract. Two-week oral administration with FMC inhibited body weight gain, lowered fasting blood glucose, and improved glucose tolerance. Serum parameters related to T2D including insulin, glycosylated hemoglobin, adiponectin, and cholesterols were improved as well. Histological analysis confirmed the protective effect of FMC on pancreas and liver destruction. FMC treatment significantly increased the expression and phosphorylation of IRS-1, PI3K, and AKT. Additionally, AMP-activated protein kinase phosphorylation and nuclear factor erythroid 2-related factor 2 were also increased in the liver tissues of db/db mice treated with FMC. Overall, our results indicate the anti-diabetic effect of FMC; therefore, we suggest that FMC may be useful as a therapeutic agent for T2D.

10.
BMC Plant Biol ; 23(1): 389, 2023 Aug 10.
Artigo em Inglês | MEDLINE | ID: mdl-37563545

RESUMO

BACKGROUND: Anthracnose is a fungal disease caused by Colletotrichum spp. that has a significant impact on worldwide pepper production. Colletotrichum scovillei is the most common pathogenic anthracnose-causing species in the Republic of Korea. RESULTS: The resistances of 197 pepper (Capsicum chinense) accessions deposited in Korea's National Agrobiodiversity Center were evaluated for their response against the virulent pathogens Colletotrichum acutatum isolate 'KSCa-1' and C. scovillei isolate 'Hana') in the field and in vitro methods for three consecutive years (2018 to 2020). The severity of the disease was recorded and compared between inoculation methods. Six phenotypically resistant pepper accessions were selected based on three years of disease data. All of the selected resistant pepper accessions outperformed the control resistant pepper in terms of resistance (PI 594,137). A genome-wide association study (GWAS) was carried out to identify single nucleotide polymorphisms (SNPs) associated with anthracnose resistance. An association analysis was performed using 53,518 SNPs and the disease score of the 2020 field and in vitro experiment results. Both field and in vitro experiments revealed 25 and 32 significantly associated SNPs, respectively. These SNPs were found on all chromosomes except Ch06 and Ch07 in the field experiment, whereas in the in vitro experiment they were found on all chromosomes except Ch04 and Ch11. CONCLUSION: In this study, six resistant C. chinense accessions were selected. Additionally, in this study, significantly associated SNPs were found in a gene that codes for a protein kinase receptor, such as serine/threonine-protein kinase, and other genes that are known to be involved in disease resistance. This may strengthen the role of these genes in the development of anthracnose resistance in Capsicum spp. As a result, the SNPs discovered to be strongly linked in this study can be used to identify a potential marker for selecting pepper material resistant to anthracnose, which will assist in the development of resistant varieties.


Assuntos
Capsicum , Colletotrichum , Estudo de Associação Genômica Ampla , Capsicum/genética , Capsicum/microbiologia , Resistência à Doença/genética , Polimorfismo de Nucleotídeo Único/genética , Proteínas Quinases/genética , Doenças das Plantas/genética , Doenças das Plantas/microbiologia
11.
J Virol ; 96(4): e0165521, 2022 02 23.
Artigo em Inglês | MEDLINE | ID: mdl-34851655

RESUMO

Hepatitis B virus (HBV) encodes a regulatory protein, termed HBx, that has been intensely studied in the past and shown to play a key role(s) in viral transcription and replication. In addition, a huge body of work exists in the literature related to signal transduction and possible mechanism(s) leading to hepatocarcinogenesis associated with infection. We have previously reported that HBV transcripts are modified by N6-methyladenosine (m6A) at the single consensus DRACH motif at nucleotides (nt) 1905 to 1909 in the epsilon structural element, and this m6A modification affects the HBV life cycle. In this study, we present evidence that additional variants of m6A (DRACH) motifs located within nt 1606 to 1809 correspond to the coding region of HBx mRNA and 3' untranslated region (UTR) of other viral mRNAs. Using the mutants of additional m6A sites in nt 1606 to 1809 and a depletion strategy of m6A methyltransferases (METTL3/14) and reader proteins (YTHDFs), we show that m6A modification at nt 1616, located in the HBx coding region, regulates HBx protein expression. The HBx RNA and protein expression levels were notably increased by the silencing of m6A reader YTHDF2 and methyltransferases as well as the mutation of m6A sites in the HBx coding region. However, other viral protein expression levels were not affected by the m6A modification at nt 1616. Thus, m6A modifications in the HBx open reading frame (ORF) downregulate HBx protein expression, commonly seen during HBV transfections, transgenic mice, and natural infections of human hepatocytes. These studies identify the functional role of m6A modification in the subtle regulation of HBx protein expression consistent with its possible role in establishing chronic hepatitis. IMPORTANCE N6-methyladenosien (m6A) modifications recently have been implicated in the HBV life cycle. Previously, we observed that m6A modification occurs in the adenosine at nt 1907 of the HBV genome, and this modification regulates the viral life cycle. Here, we identified an additional m6A site located in nt 1616 of the HBV genome. This modification negatively affects HBx RNA and protein expression. In the absence of m6A methyltransferases (METTL3/14) and reader protein (YTHDF2), the HBx RNA and protein expression were increased. Using HBV mutants that lack m6A in the HBx coding region, we present the unique positional effects of m6A in the regulation of HBx protein expression.


Assuntos
Adenosina/análogos & derivados , Regulação Viral da Expressão Gênica , Vírus da Hepatite B/genética , RNA Mensageiro/metabolismo , Transativadores/genética , Proteínas Virais Reguladoras e Acessórias/genética , Adenosina/genética , Adenosina/metabolismo , Genoma Viral , Hepatócitos/metabolismo , Hepatócitos/virologia , Humanos , Metiltransferases/genética , Metiltransferases/metabolismo , Mutação , Motivos de Nucleotídeos , Fases de Leitura Aberta , RNA Mensageiro/genética , RNA Viral/genética , RNA Viral/metabolismo , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo , Transativadores/metabolismo , Proteínas Virais Reguladoras e Acessórias/metabolismo
12.
J Virol ; 96(19): e0112422, 2022 10 12.
Artigo em Inglês | MEDLINE | ID: mdl-36102650

RESUMO

Hepatitis delta virus (HDV) is a defective satellite virus that uses hepatitis B virus (HBV) envelope proteins to form its virions and infect hepatocytes via the HBV receptors. Concomitant HDV/HBV infection continues to be a major health problem, with at least 25 million people chronically infected worldwide. N6-methyladenine (m6A) modification of cellular and viral RNAs is the most prevalent internal modification that occurs cotranscriptionally, and this modification regulates various biological processes. We have previously described a wider range of functional roles of m6A methylation of HBV RNAs, including its imminent regulatory role in the encapsidation of pregenomic RNA. In this study, we present evidence that m6A methylation also plays an important role in the HDV life cycle. Using the methylated RNA immunoprecipitation (MeRIP) assay, we identified that the intracellular HDV genome and antigenome are m6A methylated in HDV- and HBV-coinfected primary human hepatocytes and HepG2 cell expressing sodium taurocholate cotransporting polypeptide (NTCP), while the extracellular HDV genome is not m6A methylated. We observed that HDV genome and delta antigen levels are significantly decreased in the absence of METTL3/14, while the extracellular HDV genome levels are increased by depletion of METTL3/14. Importantly, YTHDF1, an m6A reader protein, interacts with the m6A-methylated HDV genome and inhibits the interaction between the HDV genome and antigens. Thus, m6A of the HDV genome negatively regulates virion production by inhibiting the interaction of the HDV genome with delta antigens through the recruitment of YTHDF1. This is the first study that provides insight into the functional roles of m6A in the HDV life cycle. IMPORTANCE The functional roles of N6-methyladenine (m6A) modifications in the HBV life cycle have been recently highlighted. Here, we investigated the functional role of m6A modification in the HDV life cycle. HDV is a subviral agent of HBV, as it uses HBV envelope proteins to form its virions. We found that m6A methylation also occurs in the intracellular HDV genome and antigenome but not in the extracellular HDV genome. The m6A modification of the HDV genome recruits m6A reader protein (YTHDF1) onto the viral genome. The association of YTHDF1 with the HDV genome abrogates the interaction of delta antigens with the HDV genome and inhibits virion assembly. This study describes the unique effects of m6A on regulation of the HDV life cycle.


Assuntos
Adenina , Vírus Delta da Hepatite , Proteínas de Ligação a RNA , Montagem de Vírus , Adenina/análogos & derivados , Células Hep G2 , Vírus da Hepatite B , Vírus Delta da Hepatite/fisiologia , Antígenos da Hepatite delta/metabolismo , Humanos , Metiltransferases/metabolismo , RNA Viral/genética , Proteínas de Ligação a RNA/metabolismo , Proteínas do Envelope Viral/genética , Vírion/metabolismo
13.
J Med Virol ; 95(8): e28978, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37515534

RESUMO

Dengue virus, which belongs to the Flaviviridae family, can induce a range of symptoms from mild to severe, including dengue fever, dengue hemorrhagic fever, and dengue shock syndrome. While infectious cloning technology is a useful tool for understanding viral pathogenesis and symptoms, it exhibits limitations when constructing the entire Flavivirus genome. The instability and toxicity of the genome to bacteria make its full-length construction in bacterial vectors a time-consuming and laborious process. To address these challenges, we employed the modified infectious subgenomic amplicon (ISA) method in this study, which can potentially be a superior tool for reverse genetic studies on the dengue virus. Using ISA, we generated recombinant dengue viruses de novo and validated their robust replication in both human and insect cell lines, which was comparable to that of the original strains. Moreover, the efficiency of ISA in genetically modifying the dengue virus was elucidated by successfully inserting the gene for green fluorescence protein into the genome of dengue virus serotype 4. Overall, this study highlighted the effectiveness of ISA for genetically engineering the dengue virus and provided a technical basis for a convenient reverse genetics system that could expedite investigations into the dengue virus.


Assuntos
Vírus da Dengue , Dengue , Flaviviridae , Flavivirus , Humanos , Vírus da Dengue/genética , Genética Reversa/métodos , Flavivirus/genética , Flaviviridae/genética , Replicação Viral/genética
14.
Opt Express ; 31(6): 10500-10511, 2023 Mar 13.
Artigo em Inglês | MEDLINE | ID: mdl-37157595

RESUMO

Spectrally encoded confocal microscopy (SECM) is a high-speed reflectance confocal microscopy technique. Here, we present a method to integrate optical coherence tomography (OCT) and SECM for complementary imaging by adding orthogonal scanning to the SECM configuration. The co-registration of SECM and OCT is automatic, as all system components are shared in the same order, eliminating the need for additional optical alignment. The proposed multimode imaging system is compact and cost-effective while providing the benefits of imaging aiming and guidance. Furthermore, speckle noise can be suppressed by averaging the speckles generated by shifting the spectral-encoded field in the direction of dispersion. Using a near infrared (NIR) card and a biological sample, we demonstrated the capability of the proposed system by showing SECM imaging at depths of interest guided by the OCT in real time and speckle noise reduction. Interfaced multimodal imaging of SECM and OCT was implemented at a speed of approximately 7 frames/s using fast-switching technology and GPU processing.

15.
Theor Appl Genet ; 136(11): 233, 2023 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-37878062

RESUMO

KEY MESSAGE: Segmental introgression and advanced backcross lines were developed and validated as important tools for improving agronomically important traits in pepper, offering improved sensitivity in detecting quantitative trait loci for breeding. Segmental introgression lines (SILs) and advanced backcross lines (ABs) can accelerate genetics and genomics research and breeding in crop plants. This study presents the development of a complete collection of SILs and ABs in pepper using Capsicum annuum cv. 'CM334' as the recipient parent and Capsicum baccatum 'PBC81', which displays various agronomically important traits including powdery mildew and anthracnose resistance, as donor parent. Using embryo rescue to overcome abortion in interspecific crosses, and marker-assisted selection with genotyping-in-thousands by sequencing (GT-seq) to develop SILs and ABs containing different segments of the C. baccatum genome, we obtained 63 SILs and 44 ABs, covering 94.8% of the C. baccatum genome. We characterized them for traits including powdery mildew resistance, anthracnose resistance, anthocyanin accumulation, trichome density, plant architecture, and fruit morphology. We validated previously known loci for these traits and discovered new sources of variation and quantitative trait loci (QTLs). A total of 15 QTLs were identified, including four for anthracnose resistance with three novel loci, seven for plant architecture, and four for fruit morphology. This is the first complete collection of pepper SILs and ABs validated for agronomic traits and will enhance QTL detection and serve as valuable breeding resources. Further, these SILs and ABs will be useful for comparative genomics and to better understand the genetic mechanisms underlying important agronomic traits in pepper, ultimately leading to improved crop productivity and sustainability.


Assuntos
Capsicum , Resistência à Doença , Feminino , Gravidez , Humanos , Resistência à Doença/genética , Capsicum/genética , Melhoramento Vegetal , Agricultura , Frutas
16.
Cereb Cortex ; 32(19): 4183-4190, 2022 09 19.
Artigo em Inglês | MEDLINE | ID: mdl-34969093

RESUMO

Superagers are defined as older adults who have youthful memory performance comparable to that of middle-aged adults. Classifying superagers based on the brain connectome using machine learning modeling can provide important insights on the physiology underlying successful aging. We aimed to investigate the unique patterns of functional brain connectome of superagers and develop predictive models to differentiate superagers from typical agers based on machine learning methods. We obtained resting-state functional magnetic resonance imaging (rsfMRI) data and cognitive measures from 32 superagers and 58 typical agers. The accuracies of three machine learning methods including the linear support vector machine classifier (SV), the random forest classifier (RF), and the logistic regression classifier (LR) in predicting superagers were comparable (SV = 0.944, RF = 0.944, LR = 0.944); however, RF achieved the highest area under the curve (AUC; 0.979). An ensemble learning method combining the three classifiers achieved the highest AUC (0.986). The most discriminative nodes for predicting superagers encompassed areas in the precuneus; posterior cingulate gyrus; insular cortex; and superior, middle, and inferior frontal gyrus, which were located in default, salient, and multiple-demand networks. Thus, rsfMRI data can provide high accuracy for predicting superagers, thereby capturing and describing the unique characteristics of their functional brain connectome.


Assuntos
Conectoma , Encéfalo/diagnóstico por imagem , Aprendizado de Máquina , Imageamento por Ressonância Magnética/métodos , Máquina de Vetores de Suporte
17.
Zygote ; 31(6): 577-581, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37905414

RESUMO

Klotho is a protein that plays different functions in female fertility. We have previously reported that klotho protein supplementation during in vitro maturation improves porcine embryo development, while klotho knockout for somatic cell cloning completely blocks full-term pregnancy in vivo. However, the effects of the microinjection of klotho protein or klotho knockdown dual vector in porcine embryos at different time points and the specific molecular mechanisms remain largely unknown. In this study, we injected the preassembled cas9 + sgRNA dual vector, for klotho knockdown, into the cytoplasm of the germinal vesicle stage of oocytes and into porcine embryos after 6-h parthenogenetic activation. Similarly, the klotho protein was inserted into the cytoplasm of germinal vesicle stage oocytes and porcine embryos after 6-h parthenogenetic activation. Compared with the controls, the microinjection of klotho dual vector markedly decreased the blastocyst formation rates in germinal vesicle stage oocytes and activated embryos. However, the efficiency of blastocyst formation when klotho protein was inserted before in vitro maturation was significantly higher than that after klotho protein insertion into parthenogenetically activated embryos. These results indicated that klotho knockdown may impair embryo development into blastocyst irrespective of injection timing. In addition, klotho protein injection timing in pig embryos may be an important factor for regulating embryo development.


Assuntos
Oócitos , RNA Guia de Sistemas CRISPR-Cas , Gravidez , Animais , Feminino , Suínos , Oócitos/fisiologia , Blastocisto , Desenvolvimento Embrionário/genética , Partenogênese
18.
Int J Mol Sci ; 24(14)2023 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-37511501

RESUMO

The Wnt/ß-catenin signaling pathway plays important roles in the multi-phases of wound healing: homeostasis, inflammation, proliferative, and remodeling phases. However, there are no clinically available therapeutic agents targeting the Wnt/ß-catenin pathway. In this study, we tested the effect of 5, 6-dichloroindirubin-3'-methoxime (KY19382), a small molecule that activates the Wnt/ß-catenin pathway via interference with the function of the negative feedback regulator CXXC5, on cutaneous wound healing. KY19382 significantly enhanced cell migration of human keratinocytes and dermal fibroblasts with increased levels of ß-catenin, phalloidin, Keratin 14, proliferating cell nuclear antigen (PCNA), Collagen I, and alpha-smooth muscle actin (α-SMA) by activating the Wnt/ß-catenin signaling pathway without causing significant cytotoxicity. In addition, levels of Collagen I, Keratin 14, PCNA, and stem cell markers were significantly increased by KY19382 in a cutaneous murine wound healing model. Moreover, KY19382 treatment accelerated re-epithelialization and neo-epidermis formation with collagen deposition and stem cell activation at an early stage of cutaneous wound healing. Overall, KY19382 accelerates wound healing via activating the Wnt/ß-catenin pathway, and may have the potential to be used for the development of a new wound healing agent.


Assuntos
Via de Sinalização Wnt , beta Catenina , Camundongos , Humanos , Animais , Via de Sinalização Wnt/fisiologia , beta Catenina/metabolismo , Queratina-14/metabolismo , Antígeno Nuclear de Célula em Proliferação/metabolismo , Proteínas Wnt/metabolismo , Cicatrização , Colágeno/farmacologia , Proteínas de Ligação a DNA/metabolismo , Fatores de Transcrição
19.
Int J Mol Sci ; 24(12)2023 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-37372955

RESUMO

Several studies have examined exosomes derived from porcine follicular fluid (FF), but few have reported their application in controlled experiments. The main concern in the field of embryology may be that controlled conditions, such as using a defined medium intermittently, cause poor results in mammalian oocyte maturation and embryo development. The first reason is the absence of the FF, which copes with the majority of the processes emerging in oocytes and embryos. Therefore, we added exosomes derived from porcine FF to the maturation medium of porcine oocytes. For morphological assessment, cumulus cell expansion and subsequent embryonic development were evaluated. Moreover, several stainings, such as glutathione (GSH) and reactive oxygen species (ROS), fatty acid, ATP, and mitochondrial activity, as well as evaluations of gene expression and protein analysis, were used for the functional verification of exosomes. When the oocytes were treated with exosomes, the lipid metabolism and cell survival of the oocytes were fully recovered, as well as morphological evaluations compared to the porcine FF-excluded defined medium. Therefore, controlled experiments may produce reliable data if the exosomes are treated with the desired amounts, and we suggest applying FF-derived exosomes to promote experimental data when performing controlled experiments in embryology.


Assuntos
Exossomos , Líquido Folicular , Gravidez , Feminino , Suínos , Animais , Líquido Folicular/metabolismo , Antioxidantes/metabolismo , Exossomos/metabolismo , Oócitos/metabolismo , Desenvolvimento Embrionário , Glutationa/metabolismo , Lipídeos , Técnicas de Maturação in Vitro de Oócitos , Mamíferos/metabolismo
20.
Int J Mol Sci ; 24(2)2023 Jan 13.
Artigo em Inglês | MEDLINE | ID: mdl-36675101

RESUMO

Sepsis leads to multi-organ failure due to aggressive systemic inflammation, which is one of the main causes of death clinically. This study aimed to evaluate whether ginseng sprout extracts (GSE) can rescue sepsis and explore its underlying mechanisms. C57BL/6J male mice (n = 15/group) were pre-administered with GSE (25, 50, and 100 mg/kg, p.o) for 5 days, and a single injection of lipopolysaccharide (LPS, 30 mg/kg, i.p) was administered to construct a sepsis model. Additionally, RAW264.7 cells were treated with LPS with/without GSE/its main components (Rd and Re) to explain the mechanisms corresponding to the animal-derived effects. LPS injection led to the death of all mice within 38 h, while GSE pretreatment delayed the time to death. GSE pretreatment also notably ameliorated LPS-induced systemic inflammation such as histological destruction in both the lung and liver, along with reductions in inflammatory cytokines, such as TNF-α, IL-6, and IL-1ß, in both tissues and serum. Additionally, GSE markedly diminished the drastic secretion of nitric oxide (NO) by suppressing the expression levels of inducible nitric oxide synthase (iNOS) and cyclooxygenase 2 (COX2) in both tissues. Similar changes in TNF-α, IL-1ß, NO, iNOS, and COX2 were observed in LPS-stimulated RAW264.7 cells, and protein expression data and nuclear translocation assays suggested GSE could modulate LPS-binding protein (LBP), Toll-like receptor 4 (TLR4), and NF-κB. Ginsenoside Rd could be a major active component in GSE that produces the anti-sepsis effects. Our data support that ginseng sprouts could be used as an herbal resource to reduce the risk of sepsis. The corresponding mechanisms may involve TLR4/NF-κB signaling and a potentially active component.


Assuntos
NF-kappa B , Panax , Extratos Vegetais , Sepse , Animais , Masculino , Camundongos , Ciclo-Oxigenase 2/metabolismo , Inflamação/induzido quimicamente , Inflamação/tratamento farmacológico , Inflamação/genética , Inflamação/metabolismo , Lipopolissacarídeos/efeitos adversos , Camundongos Endogâmicos C57BL , NF-kappa B/metabolismo , Óxido Nítrico Sintase Tipo II/metabolismo , Panax/metabolismo , Receptor 4 Toll-Like/metabolismo , Fator de Necrose Tumoral alfa/metabolismo , Sepse/tratamento farmacológico , Sepse/genética , Sepse/metabolismo , Extratos Vegetais/uso terapêutico , Fitoterapia , Plântula
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