RESUMO
Biological age captures physiological deterioration better than chronological age and is amenable to interventions. Blood-based biomarkers have been identified as suitable candidates for biological age estimation. This study aims to improve biological age estimation using machine learning models and a feature-set of 60 circulating biomarkers available from the UK Biobank (n = 306,116). We implement an Elastic-Net derived Cox model with 25 selected biomarkers to predict mortality risk (C-Index = 0.778; 95% CI [0.767-0.788]), which outperforms the well-known blood-biomarker based PhenoAge model (C-Index = 0.750; 95% CI [0.739-0.761]), providing a C-Index lift of 0.028 representing an 11% relative increase in predictive value. Importantly, we then show that using common clinical assay panels, with few biomarkers, alongside imputation and the model derived on the full set of biomarkers, does not substantially degrade predictive accuracy from the theoretical maximum achievable for the available biomarkers. Biological age is estimated as the equivalent age within the same-sex population which corresponds to an individual's mortality risk. Values ranged between 20-years younger and 20-years older than individuals' chronological age, exposing the magnitude of ageing signals contained in blood markers. Thus, we demonstrate a practical and cost-efficient method of estimating an improved measure of Biological Age, available to the general population.
Assuntos
Envelhecimento , Humanos , Envelhecimento/fisiologia , BiomarcadoresRESUMO
Urea is a versatile building block that can be modified to self-assemble into a multitude of structures. One-dimensional nanochannels with zigzag architecture and cross-sectional dimensions of only â¼3.7 Å × 4.8 Å are formed by the columnar assembly of phenyl ether bis-urea macrocycles. Nanochannels formed by phenylethynylene bis-urea macrocycles have a round cross-section with a diameter of â¼9.0 Å. This work compares the Xe atom packing and diffusion inside the crystalline channels of these two bis-ureas using hyperpolarized Xe-129 NMR. The elliptical channel structure of the phenyl ether bis-urea macrocycle produces a Xe-129 powder pattern line shape characteristic of an asymmetric chemical shift tensor with shifts extending to well over 300 ppm with respect to the bulk gas, reflecting extreme confinement of the Xe atom. The wider channels formed by phenylethynylene bis-urea, in contrast, present an isotropic dynamically average electronic environment. Completely different diffusion dynamics are revealed in the two bis-ureas using hyperpolarized spin-tracer exchange NMR. Thus, a simple replacement of phenyl ether with phenylethynylene as the rigid linker unit results in a transition from single-file to Fickian diffusion dynamics. Self-assembled bis-urea macrocycles are found to be highly suitable materials for fundamental molecular transport studies on micrometer length scales.
Assuntos
Difusão , Nanopartículas/química , Ureia/química , Cristalização , Espectroscopia de Ressonância Magnética , Isótopos de XenônioRESUMO
A new method of characterizing molecularly imprinted polymers (MIPs) was developed and tested, which provides a more accurate means of identifying and measuring the molecular imprinting effect. In the new polar solvent titration method, a series of imprinted and non-imprinted polymers were prepared in solutions containing increasing concentrations of a polar solvent. The polar solvent additives systematically disrupted the templation and monomer aggregation processes in the prepolymerization solutions, and the extent of disruption was captured by the polymerization process. The changes in binding capacity within each series of polymers were measured, providing a quantitative assessment of the templation and monomer aggregation processes in the imprinted and non-imprinted polymers. The new method was tested using three different diphenyl phosphate imprinted polymers made using three different urea functional monomers. Each monomer had varying efficiencies of templation and monomer aggregation. The new MIP characterization method was found to have several advantages. To independently verify the new characterization method, the MIPs were also characterized using traditional binding isotherm analyses. The two methods appeared to give consistent conclusions. First, the polar solvent titration method is less susceptible to false positives in identifying the imprinting effect. Second, the method is able to differentiate and quantify changes in binding capacity, as measured at a fixed guest and polymer concentration, arising from templation or monomer aggregation processes in the prepolymerization solution. Third, the method was also easy to carry out, taking advantage of the ease of preparing MIPs.
Assuntos
Impressão Molecular , Polímeros/química , Solventes/química , Adsorção , Soluções/química , TitulometriaRESUMO
This manuscript investigates how incorporation of benzophenone, a well-known triplet sensitizer, within a bis-urea macrocycle, which self-assembles into a columnar host, influences its photophysical properties and affects the reactivity of bound guest molecules. We further report the generation of a remarkably stable organic radical. As expected, UV irradiation of the host suspended in oxygenated solvents efficiently generates singlet oxygen similar to the parent benzophenone. In addition, this host can bind guests such as 2-methyl-2-butene and cumene to form stable solid host-guest complexes. Subsequent UV irradiation of these complexes facilitated the selective oxidation of 2-methyl-2-butene into the allylic alcohol, 3-methyl-2-buten-1-ol, at 90% selectivity as well as the selective reaction of cumene to the tertiary alcohol, α,α'-dimethyl benzyl alcohol, at 63% selectivity. However, these products usually arise through radical pathways and are not observed in the presence of benzophenone in solution. In contrast, typical reactions with benzophenone result in the formation of the reactive singlet oxygen that reacts with alkenes to form endoperoxides, diooxetanes, or hydroperoxides, which are not observed in our system. Our results suggest that the confinement, the formation of a stable radical species, and the singlet oxygen photoproduction are responsible for the selective oxidation processes. A greater understanding of the mechanism of this selective oxidation could lead to development of greener oxidants.
Assuntos
Benzofenonas/síntese química , Compostos Macrocíclicos/síntese química , Oxigênio Singlete/química , Ureia/síntese química , Benzofenonas/química , Compostos Macrocíclicos/química , Modelos Moleculares , Estrutura Molecular , Oxirredução , Ureia/análogos & derivados , Ureia/químicaAssuntos
Inibidores da Colinesterase/efeitos adversos , Delírio/tratamento farmacológico , Fenilcarbamatos/efeitos adversos , Idoso , Inibidores da Colinesterase/farmacologia , Inibidores da Colinesterase/uso terapêutico , Estado Terminal , Delírio/imunologia , Humanos , Fenilcarbamatos/uso terapêutico , RivastigminaRESUMO
Reported is a macrocyclic diacetylene that assembled into columns to afford porous crystals. Heating this assembly initiated a topochemical polymerization of the preorganized diacetylene units to give covalent conjugated polydiacetylenes. These stable conjugated materials maintained permanent porosity as evidenced by their type I gas adsorption isotherms with CO(2) (g). Such conjugated polymeric nanotubes could possess unusual properties for sensing and electronics.
RESUMO
Pancreatic cancer is an aggressive malignancy with a dismal prognosis. To improve treatment options new treatments, such as adenoviral (Ad) gene therapy are necessary. However, low expression of the coxsackie and adenovirus receptor (CAR) in pancreatic cancer cells (PC) limits the therapeutic efficacy of these vectors. The aim of this study was to improve transduction of PC by recombinant adenoviruses by inserting peptides into the HI loop that binds to receptors highly expressed on pancreatic cancer and were shown to target these carcinomas in vivo. We report the successful incorporation into the HI loop of peptide Tyr-Ser-Ala (YSA), a peptide ligand targeting the EphrinA2 (EphA2) receptor, and K237, a peptide targeting to the vascular endothelial growth factor receptor-II (VEGFRII). Subsequently, we showed that both peptides enhanced the transduction of a number of human PC lines that abundantly express the targeted receptor. Additional competition studies confirmed that the YSA peptide redirects Ad-YSA from CAR and specifically targets the EphA2 receptor. Due to this transduction efficiency of Ad-YSA is increased not only in human pancreatic cancer cell lines but more importantly also in pancreatic cancer resection specimens. Since the YSA peptide has been shown to specifically target pancreatic cancer in patients, it may be expected that Ad-YSA will also display increased tropism for this tumour.
Assuntos
Adenoviridae/metabolismo , Técnicas de Transferência de Genes , Neoplasias Pancreáticas/genética , Receptor EphA2/genética , Diferenciação Celular , Linhagem Celular , Linhagem Celular Tumoral , Terapia Genética/métodos , Vetores Genéticos , Proteínas de Fluorescência Verde/metabolismo , Humanos , Neoplasias Pancreáticas/metabolismo , Peptídeos/química , Receptor EphA2/metabolismo , Proteínas Recombinantes/química , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/metabolismoRESUMO
AIM: To generate an adenoviral vector specifically targeting the EphA2 receptor (EphA2R) highly expressed on pancreatic cancer cells in vivo. METHODS: YSA, a small peptide ligand that binds the EphA2R with high affinity, was inserted into the HI loop of the adenovirus serotype 5 fiber knob. To further increase the specificity of this vector, binding sites for native adenoviral receptors, the coxsackie and adenovirus receptor (CAR) and integrin, were ablated from the viral capsid. The ablated retargeted adenoviral vector was produced on 293T cells. Specific targeting of this novel adenoviral vector to pancreatic cancer was investigated on established human pancreatic cancer cell lines. Upon demonstrating specific in vitro targeting, in vivo targeting to subcutaneous growing human pancreatic cancer was tested by intravenous and intraperitoneal administration of the ablated adenoviral vector. RESULTS: Ablation of native cellular binding sites reduced adenoviral transduction at least 100-fold. Insertion of the YSA peptide in the HI loop restored adenoviral transduction of EphA2R-expressing cells but not of cells lacking this receptor. YSA-mediated transduction was inhibited by addition of synthetic YSA peptide. The transduction specificity of the ablated retargeted vector towards human pancreatic cancer cells was enhanced almost 10-fold in vitro. In a subsequent in vivo study in a nude (nu/nu) mouse model however, no increased adenoviral targeting to subcutaneously growing human pancreas cancer nodules was seen upon injection into the tail vein, nor upon injection into the peritoneum. CONCLUSION: Targeting the EphA2 receptor increases specificity of adenoviral transduction of human pancreatic cancer cells in vitro but fails to enhance pancreatic cancer transduction in vivo.
Assuntos
Adenoviridae/genética , Vetores Genéticos , Neoplasias Pancreáticas/metabolismo , Receptor EphA2/metabolismo , Transdução Genética , Adenoviridae/metabolismo , Animais , Linhagem Celular Tumoral , Vetores Genéticos/genética , Vetores Genéticos/metabolismo , Humanos , Camundongos , Camundongos Nus , Neoplasias Pancreáticas/genética , Receptor EphA2/genéticaRESUMO
AIM: To culture human pancreatic tissue obtained from small resection specimens as a pre-clinical model for examining virus-host interactions. METHODS: Human pancreatic tissue samples (malignant and normal) were obtained from surgical specimens and processed immediately to tissue slices. Tissue slices were cultured ex vivo for 1-6 d in an incubator using 95% O(2). Slices were subsequently analyzed for viability and morphology. In addition the slices were incubated with different viral vectors expressing the reporter genes GFP or DsRed. Expression of these reporter genes was measured at 72 h after infection. RESULTS: With the Krumdieck tissue slicer, uniform slices could be generated from pancreatic tissue but only upon embedding the tissue in 3% low melting agarose. Immunohistological examination showed the presence of all pancreatic cell types. Pancreatic normal and cancer tissue slices could be cultured for up to 6 d, while retaining viability and a moderate to good morphology. Reporter gene expression indicated that the slices could be infected and transduced efficiently by adenoviral vectors and by adeno associated viral vectors, whereas transduction with lentiviral vectors was limited. For the adenoviral vector, the transduction seemed limited to the peripheral layers of the explants. CONCLUSION: The presented system allows reproducible processing of minimal amounts of pancreatic tissue into slices uniform in size, suitable for pre-clinical evaluation of gene therapy vectors.
Assuntos
Neoplasias Pancreáticas/genética , Adenoviridae/genética , Amilases/metabolismo , Animais , Divisão Celular , Modelos Animais de Doenças , Expressão Gênica , Genes Reporter , Terapia Genética/métodos , Vetores Genéticos , Humanos , Lentivirus/genética , Camundongos , Camundongos Nus , Transplante de Neoplasias , Neoplasias Pancreáticas/patologia , Neoplasias Pancreáticas/cirurgia , Neoplasias Pancreáticas/terapia , Plasmídeos , Transfecção , Transplante HeterólogoRESUMO
The in vivo efficacy of adenoviral vectors (AdVs) in gene delivery strategies is hampered by the broad tissue tropism of the virus and its efficient binding to human erythrocytes. To circumvent these limitations, we developed a prototype AdV lacking native binding sites. We replaced the adenoviral fiber with a chimeric molecule consisting of the fiber tail domain, the reovirus sigma1 oligomerization domain, and a polyhistidine tag as model targeting moiety. We also abolished the integrin-binding motif in the penton base protein. The chimeric attachment molecule was efficiently incorporated onto AdV capsids, allowed efficient propagation of AdV without requirement for complementing fiber and conferred highly specific tropism to the AdV. Importantly, the targeted AdV exhibited markedly reduced tropism for liver cells. In comparison with control AdV with native tropism, the targeted AdV showed 1000-fold reduced transduction of HepG2 cells and 10,000-fold reduced transduction of mouse liver cells in freshly isolated liver slices. After intravenous inoculation of C57BL/6 mice, the targeted AdV exhibited delayed clearance in comparison with the native AdV, leaving approximately 10-fold greater levels in the blood 2 hr after inoculation. For all tissues analyzed, the targeted AdV displayed significantly reduced in vivo transduction in comparison with the native vector. Furthermore, in contrast to the native AdV, the targeted AdV did not bind human erythrocytes. Together, our findings suggest that the targeted AdV design described here provides a promising platform for systemic in vivo gene delivery.