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1.
Environ Monit Assess ; 192(11): 676, 2020 Oct 06.
Artículo en Inglés | MEDLINE | ID: mdl-33025262

RESUMEN

Long-term aerosol optical thickness (AOT) composited data (2002-2017) derived from Moderate Resolution Imaging Spectroradiometer (MODIS) on the Terra and Aqua spacecraft was used to evaluate the temporal and spatial variability of aerosol in Xiamen city by using wavelet analysis, and the relationship between the surface mass concentrations of particulate matter with aerodynamic diameters less than 2.5 µm (PM2.5) and the AOT was analyzed by using linear regression. The results showed that AOT increased gradually from 2002 to 2011, and then decreased. AOT displayed a significant 9-month periodicity in AOT was inferred wavelet analysis. AOT also showed significant annual variability in response to changes in weather and aerosol pollution. We observed highest AOT values in April, with a monthly mean of 1.00 ± 0.18. Lowest values were observed in December, with a mean AOT of 0.52 ± 0.11. Multi-year monthly AOT fluctuations were lowest in January with a low variation coefficient (0.14), and the largest fluctuations appeared in July with a high variation coefficient (0.29). Higher AOT values (~ 1.1) were predominantly located in the southern urban areas of Xiamen and lower AOT values (~ 0.3) were mainly located in northern rural regions. The aerosol pollution was serious in April with the smallest spatial variation coefficient of 0.25, and the highest spatial variation coefficient appeared in July. Highest intraannual variability predominantly occurred in the high-value areas in the center of Xiamen. AOT values remained high in Xiamen Island throughout the year with a multi-year mean of 0.87. There was a moderate correlation between ground-based PM2.5 and MODIS AOT. Therefore, we confirm the suitability of MODIS AOT to accurately estimate PM2.5 concentration and evaluate the temporal and spatial characteristics of air quality in Xiamen.


Asunto(s)
Monitoreo del Ambiente , Material Particulado , Aerosoles/análisis , China , Ciudades , Material Particulado/análisis
2.
Artículo en Inglés | MEDLINE | ID: mdl-31597358

RESUMEN

Estrogen deficiency frequently leads to a fall in estrogen receptor- (ER) numbers and then reduces the skeletal response to mechanical strain. It, however, is still unclear whether phytoestrogen administration will enhance the effects of exercise on the estrogen-deficient bone loss. This study aimed to determine the effect of Icariin treatment on the response of osteogenic formation to exercise in ovariectomized (OVX) rats. Thirty-two 3-month old female Sprague-Dawley rats were randomly allocated into four groups: (1) Sham-operated (SO); (2) OVX; (3) OVX plus exercise (EX); and (4) OVX plus exercise and Icariin (EI). After 8-week interventions, the rats were killed and samples were collected for bone morphometry, reverse transcription-polymerase chain reaction (RT-PCR), and Western blot analyses. EI interventions showed a greater improvement for the OVX-induced bone loss and the elevated serum tartrate-resistant acid phosphatase (TRAP) and alkaline phosphatase (ALP) compared with EX only. Both EX and EI interventions bettered the OVX-related reduction of BV/TV and trabecular number and thickness, and decreased the enlargement of trabecular bone separation (Tb. Sp); the improvement for BV/TV and Tb. Sp was greater in EI group. Furthermore, EX and EI treatment significantly increased the number of ALP+ cells and mineralized nodule areas compared with OVX group; the change was higher in EI group. Additionally, in comparison to OVX rats, the protein and mRNA expression of -catenin, phosphorylated-Akt (p-Akt) or Akt, ER, and Runt-related transcription factor 2 (Runx2) in osteoblasts were elevated in EX and EI intervention rats, with greater change observed in EI group. The upregulated -catenin and Akt mRNA levels in EX and EI groups was depressed by ICI182780 treatment, and the difference in -catenin and Akt mRNA levels between EX and EI groups was no longer significant. Conclusively, the combination of Icariin and exercise significantly prevent OVX-induced bone loss and increase osteoblast differentiation and the ability of mineralization compared with exercise alone; the changes might be regulated partly by ER/Akt/-catenin pathway.


Asunto(s)
Densidad Ósea/efectos de los fármacos , Diferenciación Celular/efectos de los fármacos , Flavonoides/uso terapéutico , Osteoblastos/efectos de los fármacos , Osteoporosis/prevención & control , Condicionamiento Físico Animal/fisiología , Receptores de Estrógenos/efectos de los fármacos , Animales , Ratas , Ratas Sprague-Dawley
3.
mSystems ; 4(4)2019.
Artículo en Inglés | MEDLINE | ID: mdl-31098397

RESUMEN

Gut microbial diversity changes throughout the human life span and is known to be associated with host sex. We investigated the association of age, sex, and gut bacterial alpha diversity in three large cohorts of adults from four geographical regions: subjects from the United States and United Kingdom in the American Gut Project (AGP) citizen-science initiative and two independent cohorts of Colombians and Chinese. In three of the four cohorts, we observed a strong positive association between age and alpha diversity in young adults that plateaued after age 40 years. We also found sex-dependent differences that were more pronounced in younger adults than in middle-aged adults, with women having higher alpha diversity than men. In contrast to the other three cohorts, no association of alpha diversity with age or sex was observed in the Chinese cohort. The association of alpha diversity with age and sex remained after adjusting for cardiometabolic parameters in the Colombian cohort and antibiotic usage in the AGP cohort. We further attempted to predict the microbiota age in individuals using a machine-learning approach for the men and women in each cohort. Consistent with our alpha-diversity-based findings, U.S. and U.K. women had a significantly higher predicted microbiota age than men, with a reduced difference being seen above age 40 years. This difference was not observed in the Colombian cohort and was observed only in middle-aged Chinese adults. Together, our results provide new insights into the influence of age and sex on the biodiversity of the human gut microbiota during adulthood while highlighting similarities and differences across diverse cohorts. IMPORTANCE Microorganisms in the human gut play a role in health and disease, and in adults higher gut biodiversity has been linked to better health. Since gut microorganisms may be pivotal in the development of microbial therapies, understanding the factors that shape gut biodiversity is of utmost interest. We performed large-scale analyses of the relationship of age and sex to gut bacterial diversity in adult cohorts from four geographic regions: the United States, the United Kingdom, Colombia, and China. In the U.S., U.K., and Colombian cohorts, bacterial biodiversity correlated positively with age in young adults but plateaued at about age 40 years, with no positive association being found in middle-aged adults. Young, but not middle-aged, adult women had higher gut bacterial diversity than men, a pattern confirmed via supervised machine learning. Interestingly, in the Chinese cohort, minimal associations were observed between gut biodiversity and age or sex. Our results highlight the patterns of adult gut biodiversity and provide a framework for future research.

4.
Artículo en Inglés | MEDLINE | ID: mdl-30959865

RESUMEN

Background: World Trade Center (WTC) dust-exposed subjects have multiple comorbidities that affect sleep. These include obstructive sleep apnea (OSA), chronic rhinosinusitis (CRS), gastroesophageal-reflux disorder (GERD) and post-traumatic stress disorder (PTSD). We examined the impact of these conditions to sleep-related outcomes. Methods: Demographics, co-morbidities and symptoms were obtained from 626 WTC (109F/517M), 33⁻87years, BMI = 29.96 ± 5.53 kg/m²) subjects. OSA diagnosis was from a 2-night home sleep test (ARESTM). Subjective sleep quality, sleep-related quality of life (QOL, Functional Outcomes of Sleep Questionnaire), excessive daytime sleepiness (Epworth Sleepiness Scale), sleep duration and sleep onset and maintenance complaints were assessed. Results: Poor sleep quality and complaints were reported by 19⁻70% of subjects and average sleep duration was 6.4 h. 74.8% of subjects had OSA. OSA diagnosis/severity was not associated with any sleep-related outcomes. Sleep duration was lower in subjects with all conditions (p < 0.05) except OSA. CRS was a significant risk factor for poor sleep-related QOL, sleepiness, sleep quality and insomnia; PTSD for poor sleep-related QOL and insomnia; GERD for poor sleep quality. These associations remained significant after adjustment for, age, BMI, gender, sleep duration and other comorbidities. Conclusions: Sleep complaints are common and related to several health conditions seen in WTC responders. Initial interventions in symptomatic patients with both OSA and comorbid conditions may need to be directed at sleep duration, insomnia or the comorbid condition itself, in combination with intervention for OSA.


Asunto(s)
Reflujo Gastroesofágico/epidemiología , Calidad de Vida , Rinitis/epidemiología , Ataques Terroristas del 11 de Septiembre , Sinusitis/epidemiología , Trastornos del Sueño-Vigilia/epidemiología , Trastornos por Estrés Postraumático/epidemiología , Adulto , Enfermedad Crónica , Comorbilidad , Femenino , Humanos , Masculino , Persona de Mediana Edad , Polisomnografía , Factores de Riesgo , Encuestas y Cuestionarios
5.
mSystems ; 3(3)2018.
Artículo en Inglés | MEDLINE | ID: mdl-29795809

RESUMEN

Although much work has linked the human microbiome to specific phenotypes and lifestyle variables, data from different projects have been challenging to integrate and the extent of microbial and molecular diversity in human stool remains unknown. Using standardized protocols from the Earth Microbiome Project and sample contributions from over 10,000 citizen-scientists, together with an open research network, we compare human microbiome specimens primarily from the United States, United Kingdom, and Australia to one another and to environmental samples. Our results show an unexpected range of beta-diversity in human stool microbiomes compared to environmental samples; demonstrate the utility of procedures for removing the effects of overgrowth during room-temperature shipping for revealing phenotype correlations; uncover new molecules and kinds of molecular communities in the human stool metabolome; and examine emergent associations among the microbiome, metabolome, and the diversity of plants that are consumed (rather than relying on reductive categorical variables such as veganism, which have little or no explanatory power). We also demonstrate the utility of the living data resource and cross-cohort comparison to confirm existing associations between the microbiome and psychiatric illness and to reveal the extent of microbiome change within one individual during surgery, providing a paradigm for open microbiome research and education. IMPORTANCE We show that a citizen science, self-selected cohort shipping samples through the mail at room temperature recaptures many known microbiome results from clinically collected cohorts and reveals new ones. Of particular interest is integrating n = 1 study data with the population data, showing that the extent of microbiome change after events such as surgery can exceed differences between distinct environmental biomes, and the effect of diverse plants in the diet, which we confirm with untargeted metabolomics on hundreds of samples.

6.
Genome Announc ; 6(1)2018 Jan 04.
Artículo en Inglés | MEDLINE | ID: mdl-29301880

RESUMEN

USA100 strains are significant contributors to the overall burden of health care-associated methicillin-resistant Staphylococcus aureus (MRSA) infections. Strain 209 is a representative MRSA isolate that serves as a model organism for agr type II studies and USA100 virulence assessments. We present a draft genome sequence of this strain.

7.
Anal Chim Acta ; 783: 49-55, 2013 Jun 14.
Artículo en Inglés | MEDLINE | ID: mdl-23726099

RESUMEN

In the present study, a novel and ultrasensitive electrochemiluminescence (ECL) immunosensor based on luminol cathodic ECL was fabricated by using Au nanoparticles and Pt nanoparticles (nano-AuPt) electrodeposited on graphene-carbon nanotubes nanocomposite as platform for the detection of carcinoembryonic antigen (CEA). For this introduced immunosensor, graphene (GR) and single wall carbon nanotubes (CNTs) dispersed in chitosan (Chi-GR-CNTs) were firstly decorated on the bare gold electrode (GE) surface. Then nano-AuPt were electrodeposited (DpAu-Pt) on the Chi-GR-CNTs modified electrode. Subsequently, glucose oxidase (GOD) was employed to block the non-specific sites of electrode surface. When glucose was present in the working buffer solution, GOD immediately catalyzed the oxidation of glucose to in situ generate hydrogen peroxide (H2O2), which could subsequently promote the oxidation of luminol with an amplified cathodic ECL signal. The proposed immunosensor was performed at low potential (-0.1 to 0.4V) and low concentration of luminol. The CEA was determined in the range of 0.1 pg mL(-1) to 40 ng mL(-1) with a limit of detection down to 0.03 pg mL(-1) (SN(-1)=3). Moreover, with excellent sensitivity, selectivity, stability and simplicity, the as-proposed luminol-based ECL immunosensor provided great potential in clinical applications.


Asunto(s)
Aleaciones/química , Glucosa Oxidasa/química , Oro/química , Grafito/química , Mediciones Luminiscentes/métodos , Luminol/química , Nanotubos de Carbono/química , Platino (Metal)/química , Antígeno Carcinoembrionario/análisis , Electrodos , Humanos , Límite de Detección , Microscopía Electrónica de Rastreo
8.
Proc Natl Acad Sci U S A ; 105(51): 20203-8, 2008 Dec 23.
Artículo en Inglés | MEDLINE | ID: mdl-19088196

RESUMEN

DEAD-box proteins are ubiquitous in RNA metabolism and use ATP to mediate RNA conformational changes. These proteins have been suggested to use a fundamentally different mechanism from the related DNA and RNA helicases, generating local strand separation while remaining tethered through additional interactions with structured RNAs and RNA-protein (RNP) complexes. Here, we provide a critical test of this model by measuring the number of ATP molecules hydrolyzed by DEAD-box proteins as they separate short RNA helices characteristic of structured RNAs (6-11 bp). We show that the DEAD-box protein CYT-19 can achieve complete strand separation using a single ATP, and that 2 related proteins, Mss116p and Ded1p, display similar behavior. Under some conditions, considerably <1 ATP is hydrolyzed per separation event, even though strand separation is strongly dependent on ATP and is not supported by the nucleotide analog AMP-PNP. Thus, ATP strongly enhances strand separation activity even without being hydrolyzed, most likely by eliciting or stabilizing a protein conformation that promotes strand separation, and AMP-PNP does not mimic ATP in this regard. Together, our results show that DEAD-box proteins can disrupt short duplexes by using a single cycle of ATP-dependent conformational changes, strongly supporting and extending models in which DEAD-box proteins perform local rearrangements while remaining tethered to their target RNAs or RNP complexes. This mechanism may underlie the functions of DEAD-box proteins by allowing them to generate local rearrangements without disrupting the global structures of their targets.


Asunto(s)
Adenosina Trifosfato/metabolismo , ARN Helicasas DEAD-box/fisiología , ARN Bicatenario/metabolismo , Proteínas de Saccharomyces cerevisiae/fisiología , ARN Helicasas DEAD-box/química , Modelos Químicos , Conformación de Ácido Nucleico , Conformación Proteica
9.
J Biol Chem ; 283(17): 11516-25, 2008 Apr 25.
Artículo en Inglés | MEDLINE | ID: mdl-18283103

RESUMEN

HCV NS3 helicase exhibits activity toward DNA and RNA substrates. The DNA helicase activity of NS3 has been proposed to be optimal when multiple NS3 molecules are bound to the same substrate molecule. NS3 catalyzes little or no measurable DNA unwinding under single cycle conditions in which the concentration of substrate exceeds the concentration of enzyme by 5-fold. However, when NS3 (100 nm) is equimolar with the substrate, a small burst amplitude of approximately 8 nm is observed. The burst amplitude increases as the enzyme concentration increases, consistent with the idea that multiple molecules are needed for optimal unwinding. Protein-protein interactions may facilitate optimal activity, so the oligomeric properties of the enzyme were investigated. Chemical cross-linking indicates that full-length NS3 forms higher order oligomers much more readily than the NS3 helicase domain. Dynamic light scattering indicates that full-length NS3 exists as an oligomer, whereas NS3 helicase domain exists in a monomeric form in solution. Size exclusion chromatography also indicates that full-length NS3 behaves as an oligomer in solution, whereas the NS3 helicase domain behaves as a monomer. When NS3 was passed through a small pore filter capable of removing protein aggregates, greater than 95% of the protein and the DNA unwinding activity was removed from solution. In contrast, only approximately 10% of NS3 helicase domain and approximately 20% of the associated DNA unwinding activity was removed from solution after passage through the small pore filter. The results indicate that the optimally active form of full-length NS3 is part of an oligomeric species in vitro.


Asunto(s)
ADN/química , Hepacivirus/enzimología , Proteínas no Estructurales Virales/metabolismo , Adenosina Trifosfatasas/química , Catálisis , Cromatografía/métodos , Cromatografía en Gel , Reactivos de Enlaces Cruzados/farmacología , ADN Helicasas/química , Técnicas In Vitro , Cinética , Luz , Desnaturalización de Ácido Nucleico , Estructura Terciaria de Proteína , Dispersión de Radiación , Factores de Tiempo
10.
Biochemistry ; 47(4): 1126-35, 2008 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-18179252

RESUMEN

Hepatitis C virus (HCV) infects over 170 million persons worldwide. It is the leading cause of liver disease in the U.S. and is responsible for most liver transplants. Current treatments for this infectious disease are inadequate; therefore, new therapies must be developed. Several labs have obtained evidence for a protein complex that involves many of the nonstructural (NS) proteins encoded by the virus. NS3, NS4A, NS4B, NS5A, and NS5B appear to interact structurally and functionally. In this study, we investigated the interaction between the helicase, NS3, and the RNA polymerase, NS5B. Pull-down experiments and surface plasmon resonance data indicate a direct interaction between NS3 and NS5B that is primarily mediated through the protease domain of NS3. This interaction reduces the basal ATPase activity of NS3. However, NS5B stimulates product formation in RNA unwinding experiments under conditions of excess nucleic acid substrate. When the concentrations of NS3 and NS5B are in excess of nucleic acid substrate, NS5B reduces the rate of NS3-catalyzed unwinding. Under pre-steady-state conditions, in which NS3 and substrate concentrations are similar, product formation increased in the presence of NS5B. The increase was consistent with 1:1 complex formed between the two proteins. A fluorescently labeled form of NS3 was used to investigate this interaction through fluorescence polarization binding assays. Results from this assay support interactions that include a 1:1 complex formed between NS3 and NS5B. The modulation of NS3 by NS5B suggests that these proteins may function together during replication of the HCV genome.


Asunto(s)
Emparejamiento Base , Hepacivirus/enzimología , ARN Helicasas/metabolismo , ARN/química , ARN/metabolismo , Proteínas no Estructurales Virales/metabolismo , Adenosina Trifosfatasas/metabolismo , Catálisis , ADN/metabolismo , Poli U/metabolismo , Unión Proteica , Especificidad por Sustrato , Resonancia por Plasmón de Superficie
11.
J Biol Chem ; 280(43): 36417-28, 2005 Oct 28.
Artículo en Inglés | MEDLINE | ID: mdl-16126720

RESUMEN

Hepatitis C virus (HCV) nonstructural protein 5A (NS5A) has been shown to antagonize numerous cellular pathways, including the antiviral interferon-alpha response. However, the capacity of this protein to interact with the viral polymerase suggests a more direct role for NS5A in genome replication. In this study, we employed two bacterially expressed, soluble derivatives of NS5A to probe for novel functions of this protein. We find that NS5A has the capacity to bind to the 3'-ends of HCV plus and minus strand RNAs. The high affinity binding site for NS5A in the 3'-end of plus strand RNA maps to the polypyrimidine tract, an element known to be essential for genome replication and infectivity. NS5A has a preference for single-stranded RNA containing stretches of uridine or guanosine. Values for the equilibrium dissociation constants for high affinity binding sites were in the 10 nM range. Two-dimensional gel electrophoresis followed by Western blotting revealed the presence of unphosphorylated NS5A in Huh-7 cells stably expressing the subgenomic replicon. Moreover, RNA immunoprecipitation and NS5A pull-down experiments showed the capacity of replicon-derived NS5A to bind to synthetic RNA and the HCV genome, respectively. Deletion of all of the casein kinase II phosphorylation sites in NS5A supported stable replication of a subgenomic replicon in Huh-7. However, this derivative could not be labeled with inorganic phosphate, suggesting that extensive phosphorylation of NS5A is not required for the replication functions of NS5A. The discovery that NS5A is an RNA-binding protein defines a new functional target for development of agents to treat HCV infection and a new structural class of RNA-binding proteins.


Asunto(s)
Proteínas de Unión al ARN/química , Proteínas no Estructurales Virales/fisiología , Secuencia de Bases , Sitios de Unión , Unión Competitiva , Biotinilación , Western Blotting , Colodión/química , Reactivos de Enlaces Cruzados/farmacología , Relación Dosis-Respuesta a Droga , Electroforesis en Gel Bidimensional , Electroforesis en Gel de Poliacrilamida , Eliminación de Gen , Genoma Viral , Guanosina Monofosfato/química , Inmunoprecipitación , Cinética , Modelos Genéticos , Modelos Estadísticos , Datos de Secuencia Molecular , Conformación de Ácido Nucleico , Oligonucleótidos/química , Fosforilación , Unión Proteica , Estructura Terciaria de Proteína , Pirimidinas/química , ARN/química , Proteínas Recombinantes/química , Transcripción Genética , Rayos Ultravioleta , Uridina Monofosfato/química , Proteínas no Estructurales Virales/metabolismo
12.
BMC Bioinformatics ; 6 Suppl 2: S9, 2005 Jul 15.
Artículo en Inglés | MEDLINE | ID: mdl-16026606

RESUMEN

BACKGROUND: Protein-protein, protein-DNA and protein-RNA interactions are of central importance in biological systems. Quadrapole Time-of-flight (Q-TOF) mass spectrometry is a sensitive, promising tool for studying these interactions. Combining this technique with chemical crosslinking, it is possible to identify the sites of interactions within these complexes. Due to the complexities of the mass spectrometric data of crosslinked proteins, new software is required to analyze the resulting products of these studies. RESULT: We designed a Cross-Linked Peptide Mapping (CLPM) algorithm which takes advantage of all of the information available in the experiment including the amino acid sequence from each protein, the identity of the crosslinker, the identity of the digesting enzyme, the level of missed cleavage, and possible chemical modifications. The algorithm does in silico digestion and crosslinking, calculates all possible mass values and matches the theoretical data to the actual experimental data provided by the mass spectrometry analysis to identify the crosslinked peptides. CONCLUSION: Identifying peptides by their masses can be an efficient starting point for direct sequence confirmation. The CLPM algorithm provides a powerful tool in identifying these potential interaction sites in combination with chemical crosslinking and mass spectrometry. Through this cost-effective approach, subsequent efforts can quickly focus attention on investigating these specific interaction sites.


Asunto(s)
Algoritmos , Mapeo Peptídico/métodos , Espectrometría de Masa por Láser de Matriz Asistida de Ionización Desorción/métodos , Secuencia de Aminoácidos , Datos de Secuencia Molecular , Análisis de Secuencia de Proteína/métodos
13.
J Biol Chem ; 280(11): 10797-806, 2005 Mar 18.
Artículo en Inglés | MEDLINE | ID: mdl-15634684

RESUMEN

NS3 (nonstructural protein 3) from the hepatitis C virus is a 3' --> 5' helicase classified in helicase superfamily 2. The optimally active form of this helicase remains uncertain. We have used unwinding assays in the presence of a protein trap to investigate the first cycle of unwinding by full-length NS3. When the enzyme was in excess of the substrate, NS3 (500 nM) unwound >80% of a DNA substrate containing a 15-nucleotide overhang and a 30-bp duplex (45:30-mer; 1 nM). This result indicated that the active form of NS3 that was bound to the DNA prior to initiation of the reaction was capable of processive DNA unwinding. Unwinding with varying ratios of NS3 to 45:30-mer allowed us to investigate the active form of NS3 during the first unwinding cycle. When the substrate concentration slightly exceeded that of the enzyme, little or no unwinding was observed, indicating that if a monomeric form of the protein is active, then it exhibits very low processivity. Binding of NS3 to the 45:30-mer was measured by electrophoretic mobility shift assays, resulting in K(D) = 2.7 +/- 0.4 nM. Binding to individual regions of the substrate was investigated by measuring the K(D) for a 15-mer oligonucleotide as well as a 30-mer duplex. NS3 bound tightly to the 15-mer (K(D) = 1.3 +/- 0.2 nM) and, surprisingly, fairly tightly to the double-stranded 30-mer (K(D) = 11.3 +/- 1.3 nM). However, NS3 was not able to rapidly unwind a blunt-end duplex. Thus, under conditions of optimal unwinding, the 45:30-mer is initially saturated with the enzyme, including the duplex region. The unwinding data are discussed in terms of a model whereby multiple molecules of NS3 bound to the single-stranded DNA portion of the substrate are required for optimal unwinding.


Asunto(s)
ADN/química , Oligonucleótidos/química , Proteínas no Estructurales Virales/química , ADN de Cadena Simple/química , Relación Dosis-Respuesta a Droga , Hepacivirus/metabolismo , Cinética , Microscopía Fluorescente , Modelos Químicos , Unión Proteica , Desnaturalización Proteica , ARN/química , ARN Viral/química , Espectrometría de Fluorescencia , Factores de Tiempo
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