27 research outputs found
Visualization 1: Asymmetric liquid-core cylindrical lens used to measure liquid diffusion coefficient
The dynamic diffusion process for triethylene glycol diffusing in water. Originally published in Applied Optics on 10 March 2016 (ao-55-8-2011
Stepwise Signal Extraction via Marginal Likelihood
<p>This article studies the estimation of a stepwise signal. To determine the number and locations of change-points of the stepwise signal, we formulate a maximum marginal likelihood estimator, which can be computed with a quadratic cost using dynamic programming. We carry out an extensive investigation on the choice of the prior distribution and study the asymptotic properties of the maximum marginal likelihood estimator. We propose to treat each possible set of change-points equally and adopt an empirical Bayes approach to specify the prior distribution of segment parameters. A detailed simulation study is performed to compare the effectiveness of this method with other existing methods. We demonstrate our method on single-molecule enzyme reaction data and on DNA array comparative genomic hybridization (CGH) data. Our study shows that this method is applicable to a wide range of models and offers appealing results in practice. Supplementary materials for this article are available online.</p
Tuning Ionic Transport in Memristive Devices by Graphene with Engineered Nanopores
Memristors, based on inherent memory
effects in simple two-terminal
structures, have attracted tremendous interest recently for applications
ranging from nonvolatile data storage to neuromorphic computing based
on non-von Neumann architectures. In a memristor, the ability to modulate
and retain the state of an internal variable leads to experimentally
observed resistive switching (RS) effects. Such phenomena originate
from internal, microscopic ionic migration and associated electrochemical
processes that modify the materials’ electrical and other physical
properties. To optimize the device performance for practical applications
with large-size arrays, controlling the internal ionic transport and
redox reaction processes thus becomes a necessity, ideally at the
atomic scale. Here we show that the RS characteristics in tantalum-oxide-based
memristors can be systematically tuned by inserting a graphene film
with engineered nanopores. Graphene, with its atomic thickness and
excellent impermeability and chemical stability, can be effectively
integrated into the device stack and can offer unprecedented capabilities
for the control of ionic dynamics at the nanoscale. In this device
structure, the graphene film effectively blocks ionic transport and
redox reactions; thereby the oxygen vacancies required during the
RS process are allowed to transport only through the engineered nanosized
openings in the graphene layer, leading to effective modulation of
the device performance by controlling the nanopore size in graphene.
The roles of graphene as an ion-blocking layer in the device structure
were further supported by transmission electron microscopy, energy-dispersive
X-ray spectroscopy, and atomistic simulations based on first-principles
calculations
Metabolomics-Driven Discovery of a Prenylated Isatin Antibiotic Produced by <i>Streptomyces</i> Species MBT28
Actinomycetes are a major source
of antimicrobials, anticancer
compounds, and other medically important products, and their genomes
harbor extensive biosynthetic potential. Major challenges in the screening
of these microorganisms are to activate the expression of cryptic
biosynthetic gene clusters and the development of technologies for
efficient dereplication of known molecules. Here we report the identification
of a previously unidentified isatin-type antibiotic produced by <i>Streptomyces</i> sp. MBT28, following a strategy based on NMR-based
metabolomics combined with the introduction of streptomycin resistance
in the producer strain. NMR-guided isolation by tracking the target
proton signal resulted in the characterization of 7-prenylisatin (<b>1</b>) with antimicrobial activity against <i>Bacillus subtilis</i>. The metabolite-guided genome mining of <i>Streptomyces</i> sp. MBT28 combined with proteomics identified a gene cluster with
an indole prenyltransferase that catalyzes the conversion of tryptophan
into 7-prenylisatin. This study underlines the applicability of NMR-based
metabolomics in facilitating the discovery of novel antibiotics
Bacterial Surface-Assembled Chitinosome for Dismantling Chitin into <i>N</i>‑Acetyl Glucosamine
The construction of an efficient multienzyme catalyst
for dismantling
recalcitrant polymers into high-value-added chemicals is appealing
in sustainable biomanufacturing. Colocalization of cascade enzymes
has been broadly adopted by natural and synthetic multienzyme systems
for chemical synthesis, while there has been rare research on the
decomposition of polymeric substrates. In this study, we constructed
an E. coli surface-assembly (ESA) system
to colocalize a synthetic chitinosome composed of two chitin hydrolases,
BpChiA and BlNagZ, via the SpyCatcher/SpyTag (SpyC/SpyT) conjugation.
In the ESA–chitinosome complexes, the loading efficiency and
specific activity of enzymes were improved by tuning the copies of
SpyC and the linker lengths between the SpyT and enzymes, respectively.
The ratio of BpChiA and BlNagZ was also optimized. The ESA–chitinosome
complexes exhibited higher productivity of N-acetyl
glucosamine than the mixture of separately assembled enzymes on cell
surfaces. This work demonstrates that the enzyme colocalization and
the formation of the ternary ESA–chitinosome–chitin
complexes are critical for the catalytic synergism of cascade enzymes,
providing new insights into the decomposition of recalcitrant polymeric
substrates
Experimental Demonstration of a Second-Order Memristor and Its Ability to Biorealistically Implement Synaptic Plasticity
Memristors
have been extensively studied for data storage and low-power computation
applications. In this study, we show that memristors offer more than
simple resistance change. Specifically, the dynamic evolutions of
internal state variables allow an oxide-based memristor to exhibit
Ca<sup>2+</sup>-like dynamics that natively encode timing information
and regulate synaptic weights. Such a device can be modeled as a second-order
memristor and allow the implementation of critical synaptic functions
realistically using simple spike forms based solely on spike activity
Additional file 4: Table S4. of Mitochondrial genomes of blister beetles (Coleoptera, Meloidae) and two large intergenic spacers in Hycleus genera
Annotation of the Hycleus cichorii mitogenome. (DOCX 22 kb
Additional file 12: Table S11. of Mitochondrial genomes of blister beetles (Coleoptera, Meloidae) and two large intergenic spacers in Hycleus genera
The best-fit schemes and evolutionary models for two datasets. (DOCX 16 kb
Complete mitochondrial genomes of two blattid cockroaches, <i>Periplaneta australasiae</i> and <i>Neostylopyga rhombifolia</i>, and phylogenetic relationships within the Blattaria
<div><p>Complete mitochondrial genomes (mitogenomes) of two cockroach species, <i>Periplaneta australasiae</i> and <i>Neostylopyga rhombifolia</i>, 15,605 bp and 15,711 bp in length, respectively, were determined. As reported for other cockroach mitogenomes, the two mitogenomes possessed typical ancestral insect mitogenome gene composition and arrangement. Only several small intergenic spacers were found: one, which was common in all sequenced cockroach mitogenomes except for the genus <i>Cryptocercus</i>, was between tRNA-Ser (UCN) and ND1 and contained a 7bp highly conserved motif (WACTTAA). Three different types of short tandem repeats in the <i>N</i>. <i>rhombifolia</i> control region (CR) were observed. The homologous alignments of these tandem repeats with other six cockroach mitogenome CRs revealed a low similarity. Three conserved sequence blocks (CSB) were detected in both cockroach mitochondrial CRs. CSB1 was specific for blattinine mitogenomes and was highly conserved with 95% similarity, speculating that this block was a possible molecular synapomorphy for this subfamily. CSB3 located nearby downstream of CSB1 and has more variations within blattinine mitogenomes compared with CSB1. The CSB3 was capable of forming stable stem-loop structure with a small T-stretch in the loop portion. We assessed the influence of four datasets and two inference methods on topology within Orthopteroidea. All genes excluding the third codon positions of PCGs could generate more stable topology, and higher posterior probabilities than bootstrap values were presented at some branch nodes. The phylogenetic analysis with different datasets and analytical methods supported the monophyly of Dictyoptera and supported strongly the proposal that Isoptera should be classified as a family (Termitidae) of the Blattaria. Specifically, <i>Shelfordella lateralis</i> was inserted in the clade <i>Periplaneta</i>. Considering the K2P genetic distance, morphological characters, and the phylogenetic trees, we suggested that <i>S</i>. <i>lateralis</i> should be placed in the genus <i>Periplaneta</i>.</p></div
Computational Aspects of Optional Pólya Tree
<div><p></p><p>Optional Pólya tree (OPT) is a flexible nonparametric Bayesian prior for density estimation. Despite its merits, the computation for OPT inference is challenging. In this paper we present time complexity analysis for OPT inference and propose two algorithmic improvements. The first improvement, named limited-lookahead optional Pólya tree (LL-OPT), aims at accelerating the computation for OPT inference. The second improvement modifies the output of OPT or LL-OPT and produces a continuous piecewise linear density estimate. We demonstrate the performance of these two improvements using simulated and real date examples.</p></div