616 research outputs found
Robust-to-outliers square-root LASSO, simultaneous inference with a MOM approach
We consider the least-squares regression problem with unknown noise variance,
where the observed data points are allowed to be corrupted by outliers.
Building on the median-of-means (MOM) method introduced by Lecue and Lerasle
Ann.Statist.48(2):906-931(April 2020) in the case of known noise variance, we
propose a general MOM approach for simultaneous inference of both the
regression function and the noise variance, requiring only an upper bound on
the noise level. Interestingly, this generalization requires care due to
regularity issues that are intrinsic to the underlying convex-concave
optimization problem. In the general case where the regression function belongs
to a convex class, we show that our simultaneous estimator achieves with high
probability the same convergence rates and a similar risk bound as if the noise
level was unknown, as well as convergence rates for the estimated noise
standard deviation.
In the high-dimensional sparse linear setting, our estimator yields a robust
analog of the square-root LASSO. Under weak moment conditions, it jointly
achieves with high probability the minimax rates of estimation for the -norm of the coefficient vector, and
the rate for the estimation of the noise standard
deviation. Here denotes the sample size, the dimension and the
sparsity level. We finally propose an extension to the case of unknown sparsity
level , providing a jointly adaptive estimator . It simultaneously estimates the coefficient
vector, the noise level and the sparsity level, with proven bounds on each of
these three components that hold with high probability.Comment: 70 page
The Interaction Between the Urinary Trypsin Inhibitor and Trypsin
Gel filtration and disc electrophoresis were used as simple and fast techniques for the investigation of the interaction and stoichiometry between UTI and trypsin. UTI appears to possess only a single trypsin binding site. The nature of the interaction between the inhibitor and enzyme appears to be dependent on the concentration ratio of the reactants. When UTI is in excess molar concentration, a single binary complex with trypsin of mol. wt. 95,000 is observed. In the presence of a molar excess of enzyme, this macromolecule is no longer observed, but proteins of mol. wt. 41,000 and 20,000 result. The possibility that UTI may be hydrolyzed to a partially degraded active fragment by the excess enzyme resulting in the formation of a modified inhibitor enzyme complex is proposed
Bioactive phenolic acids from Scorzonera radiata Fisch.
Chromatographic separation of the crude extract obtained from the aerial parts of the Mongolian medicinal plant Scorzonera radiata yielded five new dihydrostilbenes [4], two new flavonoids, one new quinic acid derivative, as well as twenty known compounds including eight quinic acid derivatives, four flavonoids, two coumarins, five simple benzoic acids, and one monoterpene glycoside. We present here results on isolation and structural identification some active phenolic compounds from the Scorzonera radiata - eight quinic acid derivatives (quinic acid, 4,5-dicaffeoylquinic acid, 4,5-dicaffeoyl-epi-quinic acid, 3,5-dicaffeoylquinic acid, 3,5-dicaffeoyl-epi-quinic acid, chlorogenic acid, 5-p-coumaroylquinic acid (trans), 5-p-coumaroylquinic acid (cis)). Quinic acid derivatives exhibited antioxidative activity.DOI: http://dx.doi.org/10.5564/mjc.v12i0.177 Mongolian Journal of Chemistry Vol.12 2011: 78-8
Constructing living buildings: a review of relevant technologies for a novel application of biohybrid robotics
Biohybrid robotics takes an engineering approach to the expansion and exploitation of biological behaviours for application to automated tasks. Here, we identify the construction of living buildings and infrastructure as a high-potential application domain for biohybrid robotics, and review technological advances relevant to its future development. Construction, civil infrastructure maintenance and building occupancy in the last decades have comprised a major portion of economic production, energy consumption and carbon emissions. Integrating biological organisms into automated construction tasks and permanent building components therefore has high potential for impact. Live materials can provide several advantages over standard synthetic construction materials, including self-repair of damage, increase rather than degradation of structural performance over time, resilience to corrosive environments, support of biodiversity, and mitigation of urban heat islands. Here, we review relevant technologies, which are currently disparate. They span robotics, self-organizing systems, artificial life, construction automation, structural engineering, architecture, bioengineering, biomaterials, and molecular and cellular biology. In these disciplines, developments relevant to biohybrid construction and living buildings are in the early stages, and typically are not exchanged between disciplines. We, therefore, consider this review useful to the future development of biohybrid engineering for this highly interdisciplinary application.publishe
Bioactive phenolic acids from Scorzonera radiata Fisch.
Chromatographic separation of the crude extract obtained from the aerial parts of the Mongolian medicinal plant Scorzonera radiata yielded five new dihydrostilbenes [4], two new flavonoids, one new quinic acid derivative, as well as twenty known compounds including eight quinic acid derivatives, four flavonoids, two coumarins, five simple benzoic acids, and one monoterpene glycoside. We present here results on isolation and structural identification some active phenolic compounds from the Scorzonera radiata - eight quinic acid derivatives (quinic acid, 4,5-dicaffeoylquinic acid, 4,5-dicaffeoyl-epi-quinic acid, 3,5-dicaffeoylquinic acid, 3,5-dicaffeoyl-epi-quinic acid, chlorogenic acid, 5-p-coumaroylquinic acid (trans), 5-p-coumaroylquinic acid (cis)). Quinic acid derivatives exhibited antioxidative activity.DOI: http://dx.doi.org/10.5564/mjc.v12i0.177 Mongolian Journal of Chemistry Vol.12 2011: 78-8
Calibration of multi-layered probes with low/high magnetic moments
We present a comprehensive method for visualisation and quantification of the magnetic stray field of magnetic force microscopy (MFM) probes, applied to the particular case of custom-made multi-layered probes with controllable high/low magnetic moment states. The probes consist of two decoupled magnetic layers separated by a non-magnetic interlayer, which results in four stable magnetic states: ±ferromagnetic (FM) and ±antiferromagnetic (A-FM). Direct visualisation of the stray field surrounding the probe apex using electron holography convincingly demonstrates a striking difference in the spatial distribution and strength of the magnetic flux in FM and A-FM states. In situ MFM studies of reference samples are used to determine the probe switching fields and spatial resolution. Furthermore, quantitative values of the probe magnetic moments are obtained by determining their real space tip transfer function (RSTTF). We also map the local Hall voltage in graphene Hall nanosensors induced by the probes in different states. The measured transport properties of nanosensors and RSTTF outcomes are introduced as an input in a numerical model of Hall devices to verify the probe magnetic moments. The modelling results fully match the experimental measurements, outlining an all-inclusive method for the calibration of complex magnetic probes with a controllable low/high magnetic moment
ADAM17/EGFR axis promotes transglutaminase-dependent skin barrier formation through phosholipase C gamma 1 and protein kinase C pathways
This work was supported by the German Research Foundation DFG (SFB 850/B6) and by the Fritz-Thyssen
foundation (Az.10.14.2.150) to C.-W.F and the Medical Research Council (MR/L010402/1) to D.P.K
How Chromophore Labels Shape the Structure and Dynamics of a Peptide Hydrogel
Biocompatible and functionalizable hydrogels have a wide range of (potential) medicinal applications. The hydrogelation process, particularly for systems with very low polymer weight percentages (<1 wt %), remains poorly understood, making it challenging to predict the self-assembly of a given molecular building block into a hydrogel. This severely hinders the rational design of self-assembled hydrogels. In this study, we demonstrate the impact of an N-terminal group on the self-assembly and rheology of the peptide hydrogel hFF03 (hydrogelating, fibril forming peptide 03) using molecular dynamics simulations, oscillatory shear rheology, and circular dichroism spectroscopy. We find that the chromophore and even its specific regioisomers have a significant influence on the microscopic structure and dynamics of the self-assembled fibril, and on the macroscopic mechanical properties. This is because the chromophore influences the possible salt bridges, which form and stabilize the fibril formation. Furthermore, we find that the solvation shell fibrils by itself cannot explain the viscoelasticity of hFF03 hydrogels. Our atomistic model of the hFF03 fibril formation enables a more rational design of these hydrogels. In particular, altering the N-terminal chromophore emerges as a design strategy to tune the mechanic properties of these self-assembled peptide hydrogels
How chromophore labels shape the structure and dynamics of a peptide hydrogel
Biocompatible and functionalizable hydrogels have a wide range of (potential)
medicinal applications. In contrast to conventional hydrogels formed by
interconnected or interlocked polymer chains, self-assembled hydrogels form
from small building blocks like short peptide chains. This has the advantage
that the building blocks can be functionalized separately and then mixed to
obtain the desired properties. However, the hydrogelation process for these
systems, especially those with very low polymer weight percentage (< 1 wt%), is
not well understood, and therefore it is hard to predict whether a given
molecular building block will self-assemble into a hydrogel. This severely
hinders the rational design of self-assembled hydrogels. In this study, we
demonstrate the impact of an N-terminal chromophore label amino-benzoic acid on
the self-assembly and rheology of hydrogel hFF03 (hydrogelating, fibril
forming) using molecular dynamics simulations, which self-assembles into
{\alpha}-helical coiled-coils. We find that the chromophore and even its
specific regioisomers have a significant influence on the microscopic structure
and dynamics of the self-assembled fibril, and on the macroscopic mechanical
properties. This is because the chromophore influences the possible
salt-bridges which form and stabilize the fibril formation. Furthermore we find
that the solvation shell fibrils by itself cannot explain the viscoelasticity
of hFF03 hydrogels. Our atomistic model of the hFF03 fibril formation enables a
more rational design of these hydrogels. In particular, altering the N-terminal
chromophore emergesas a design strategy to tune the mechanic properties of
these self-assembled peptide hydrogels.Comment: 15 pages, 15 including appendi
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