1,499 research outputs found
Bioavailability of Lycopene from Fresh and Processed Tomatoes
Author Institution: Department of Food Science and Technology, The Ohio State Universit
Estimating error models for whole genome sequencing using mixtures of Dirichlet-multinomial distributions
Motivation: Accurate identification of genotypes is an essential part of the analysis of genomic data, including in identification of sequence polymorphisms, linking mutations with disease and determining mutation rates. Biological and technical processes that adversely affect genotyping include copy-number-variation, paralogous sequences, library preparation, sequencing error and reference-mapping biases, among others. Results: We modeled the read depth for all data as a mixture of Dirichlet-multinomial distributions, resulting in significant improvements over previously used models. In most cases the best model was comprised of two distributions. The major-component distribution is similar to a binomial distribution with low error and low reference bias. The minor-component distribution is overdispersed with higher error and reference bias. We also found that sites fitting the minor component are enriched for copy number variants and low complexity regions, which can produce erroneous genotype calls. By removing sites that do not fit the major component, we can improve the accuracy of genotype calls. Availability and Implementation: Methods and data files are available at https://github.com/ CartwrightLab/WuEtAl2017/ (doi:10.5281/zenodo.256858). Contact: [email protected] Supplementary information: Supplementary data is available at Bioinformatics online
One-Pot 3D Printing of Robust Multimaterial Devices
Polymer 3D printing is a broad set of manufacturing methods that permit the
fabrication of complex architectures, and, as a result, numerous efforts focus
on formulating processible chemistries that produce desirable material behavior
in printed parts. However, current resin chemistries typically result in a
single fixed set of properties once fully polymerized, a fact that poses
significant engineering challenges to obtaining multimaterial devices. As an
alternative to single-property materials, we introduce a ternary sequential
reaction scheme that exhibits diverse multimaterial properties by profoundly
altering the polymer microstructure from within a single resin composition. In
this system, the photodosage during 3D printing sets both the shape and extent
of conversion for each subsequent reaction. This different polymerization
mechanisms of the subsequent stages yield disparate crosslink densities and
viscoelastic properties. As a result, our materials possess Young's Moduli
spanning over three orders of magnitude (400 kPa < E < 1.6 GPa) with smooth
transitions between soft and stiff regions. We successfully pattern a 500x
change in modulus in under a millimeter while the sequential assembly of our
polymer networks ensures robust interfaces and enhances toughness by 10x
compared to the single property materials. Most importantly, the final objects
remain stable to UV and thermal aging, a key limitation to applications of
previous multimaterial chemistries. We demonstrate the ability to 3D print
intricate multimaterial architectures by fabricating a soft, wearable braille
display.Comment: 54 pages including supplemental information, 5 main text figure
Constraints on the perturbed mutual motion in Didymos due to impact-induced deformation of its primary after the DART impact
Binary near-Earth asteroid (65803) Didymos is the target of the proposed NASA
Double Asteroid Redirection Test (DART), part of the Asteroid Impact &
Deflection Assessment (AIDA) mission concept. In this mission, the DART
spacecraft is planned to impact the secondary body of Didymos, perturbing
mutual dynamics of the system. The primary body is currently rotating at a spin
period close to the spin barrier of asteroids, and materials ejected from the
secondary due to the DART impact are likely to reach the primary. These
conditions may cause the primary to reshape, due to landslides, or internal
deformation, changing the permanent gravity field. Here, we propose that if
shape deformation of the primary occurs, the mutual orbit of the system would
be perturbed due to a change in the gravity field. We use a numerical
simulation technique based on the full two-body problem to investigate the
shape effect on the mutual dynamics in Didymos after the DART impact. The
results show that under constant volume, shape deformation induces strong
perturbation in the mutual motion. We find that the deformation process always
causes the orbital period of the system to become shorter. If surface layers
with a thickness greater than ~0.4 m on the poles of the primary move down to
the equatorial region due to the DART impact, a change in the orbital period of
the system and in the spin period of the primary will be detected by
ground-based measurement.Comment: 8 pages, 7 figures, 2 tables, accepted for publication in MNRA
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