27 research outputs found
Development of a Selective Labeling Probe for Bruton’s Tyrosine Kinase Quantification in Live Cells
As
a key regulator of the B-cell receptor signaling pathway, Bruton’s
tyrosine kinase (Btk) has emerged as an important therapeutic target
for various malignancies and autoimmune disorders. However, data on
the expression profiles of Btk are lacking. Here, we report the discovery
of a new, selective Btk probe and of a sandwich-type ELISA quantification
method to detect endogenous Btk in live cells. We achieved selective
labeling of Btk in vivo and quantified Btk levels in seven types of
human lymphoma cell lines. This quantification method provides a powerful
tool to study Btk in live cells that may also be useful in clinical
settings
Prediction of Electrical Conductivity of Ionic Liquids: From COSMO-RS Derived QSPR Evaluation to Boosting Machine Learning
By virtue of their tunable physicochemical and electrochemical
properties, ionic liquids (ILs) provide a promising solution for enhancing
the performance and safety of batteries. Toward efficient design of
IL-based electrolytes, a reliable electrical conductivity (κ)
prediction model is highly desirable. In this work, the COSMO-RS derived
QSPR model and its use as a basis for developing boosting machine
learning (ML) methods for the κ prediction of ILs are systematically
examined. Based on a large experimental κ database, the overall
κ prediction performance and the description of temperature
and IL structure dependencies by the COSMO-RS derived QSPR model are
evaluated thoroughly. Following that, boosting ML based on two powerful
ensemble algorithms, namely random forest (RF) and extreme gradient
boosting (XGB), are employed to bridge the residual between experimental
and QSPR predicted κ. The value of this proposed boosting strategy
is evidenced by comparing with ML without boosting and the direct
QSPR predictions. The results demonstrate the notably enhanced prediction
performance of the boosting ML model and identify the boosting XGB
as the best option for κ prediction
Polyacrylate Backbone Promotes Photoinduced Reversible Solid-To-Liquid Transitions of Azobenzene-Containing Polymers
The development of polymers with
efficient photoinduced
reversible
solid-to-liquid transitions is desirable for the design of healable
materials, reconfigurable devices, and switchable adhesives. Herein,
we demonstrate that an azobenzene-containing polyacrylate P-H exhibits more efficient photoinduced reversible solid-to-liquid
transitions than its polymethacrylate analogue P-Me.
The side chain of P-H or P-Me contains a
hexamethylene spacer, a photoresponsive azobenzene group, and an n-decyl tail. Both P-H and P-Me show reversible cis–trans photoisomerization. Solid transP-H and P-Me change to liquid cis ones
via UV-light-induced trans-to-cis isomerization; liquid cisP-H and P-Me revert to solid trans ones via visible-light-induced cis-to-trans back isomerization. Differential
scanning calorimetry and rheology measurements revealed that photoinduced
reversible solid-to-liquid transitions occur because P-H and P-Me have photoswitchable glass transition temperatures.
Although P-Me exhibits a slightly faster rate for trans-to-cis photoisomerization than P-H due to fewer aggregates in solid state, cisP-H flows 20 times faster than cisP-Me because P-H has a more flexible polymer
backbone. The low viscosity of cisP-H makes photoinduced solid-to-liquid transition efficient and enables
the design of rapidly healable coatings. Our study shows that the
design of a flexible backbone is a new strategy to develop rapidly
healable polymers with more efficient photoinduced solid-to-liquid
transitions
Additional file 1 of Origin, evolution and diversification of plant mechanosensitive channel of small conductance-like (MSL) proteins
Additional file 1: Supplementary Figure 1. Phylogenetic analysis of MSL proteins among fungi, protozoa, bacteria and plants
Oxygen Vacancy Dynamics at Room Temperature in Oxide Heterostructures
Oxygen vacancy dynamic
behavior at room temperature in complex oxides was carefully explored
by using a combined approach of ion liquid gating technique and resistance
measurements. Heterostructures of PrBaCo<sub>2</sub>O<sub>5+δ</sub>/Gd<sub>2</sub>O<sub>3</sub>-doped CeO<sub>2</sub> epitaxial thin
films were fabricated on (001) Y<sub>2</sub>O<sub>3</sub>-stabilized
ZrO<sub>2</sub> single crystal substrates for systematically investigating
the oxygen redox dynamics. The oxygen dynamic changes as response
to the gating voltage and duration were precisely detected by in situ
resistance measurements. A reversible and nonvolatile resistive switching
dynamics was detected at room temperature under the gating voltage
>13.5 V with pulse duration >1 s
Oxygen Vacancy Dynamics at Room Temperature in Oxide Heterostructures
Oxygen vacancy dynamic
behavior at room temperature in complex oxides was carefully explored
by using a combined approach of ion liquid gating technique and resistance
measurements. Heterostructures of PrBaCo<sub>2</sub>O<sub>5+δ</sub>/Gd<sub>2</sub>O<sub>3</sub>-doped CeO<sub>2</sub> epitaxial thin
films were fabricated on (001) Y<sub>2</sub>O<sub>3</sub>-stabilized
ZrO<sub>2</sub> single crystal substrates for systematically investigating
the oxygen redox dynamics. The oxygen dynamic changes as response
to the gating voltage and duration were precisely detected by in situ
resistance measurements. A reversible and nonvolatile resistive switching
dynamics was detected at room temperature under the gating voltage
>13.5 V with pulse duration >1 s
Data_Sheet_1_Effect of β-cyclodextrin deodorization on the volatile chemicals and functional properties of three types of gelatins.docx
The exploration of deodorization is important for the application of gelatin in food industry. In this work, the effect of β-cyclodextrin (β-CD) deodorization on the volatile chemicals and functional properties of three types of gelatins (commercial porcine skin gelatin, cold water fish skin gelatin, and Chinese longsnout catfish skin gelatin) were studied. The results suggested the odors of commercial gelatins were significantly less than home-extracted gelatins. The β-CD deodorization efficiency was dependent on both β-CD concentration and volatile chemical. (E)-2-Octenal (C8H14O), 1-octen-3-ol (C8H16O), 2-pentyl-furan (C9H14O), and hentriacontane (C17H36) could be deodorized at low β-CD concentration (even at 2 mg/mL). The best β-CD deodorization concentration for 66.7 mg/mL of Chinese longsnout catfish skin gelatin was 30 mg/mL. β-CD addition could not change the gel forming ability and emulsion activity of gelatins, whereas it had different and concentration-dependent effects on the emulsion stability of gelatins. β-CD addition had no obvious effects on the droplet sizes, droplet coalescence and liquid-gel transition behaviors, but had different effects on the creaming of the emulsions stabilized by three types of gelatins. The encapsulation of β-carotene did not significantly change the droplet trimodal size distribution and liquid-gel transition of fish oil-loaded emulsions. However, β-carotene might delay the droplet coalescence. The creaming stability of β-carotene/fish oil-loaded gelatin/β-CD-stabilized emulsions was dependent on the gelatins, β-CD, and β-carotene. Finally, the β-carotene retention in the emulsions was dependent not on β-CD addition but on the nature of the gelatins. These results provided useful information to understand the molecular deodorization behaviors and explore the deodorization of emulsifiers for food emulsions.</p
Synthesis and Characterization of a Mesogen-Jacketed Polyelectrolyte
In
an attempt to construct a new kind of rodlike polyelectrolyte,
polyÂ[sodium 2,5-bisÂ(4′-sulfophenyl)Âstyrene] (PSBSS) was prepared
from its precursor, polyÂ[2,5-bisÂ(4′-neopentylsulfophenyl)Âstyrene]
(PBNSS), which was polymerized by atom transfer radical polymerization.
Small-angle X-ray scattering (SAXS) results demonstrate that PBNSS
exhibits a hexagonal columnar phase and PSBSS exhibits a smectic A
phase in bulk. The conformation of PSBSS in the aqueous solution is
cylindrical, and the length and the diameter of the cylinder are ca.
25 nm and ca. 2.4 nm, respectively. The persistence length (<i>l</i><sub>p</sub>) of the PSBSS chain in the aqueous solution
is 11.50 ± 0.09 nm calculated by fitting the SAXS profile with
the modified wormlike chain model. The conformation, the maximum length,
and the <i>l</i><sub>p</sub> of the chain are only weakly
dependent on the concentration of the added salt. These results indicate
that we have successfully obtained a new kind of polyelectrolyte with
a highly rigid chain, a high charge density, and a narrow molecular
weight distribution, which can serve as a new model macromolecule
in studying rodlike polyelectrolytes
PVA-<i>co</i>-PE Nanofibrous Filter Media with Tailored Three-Dimensional Structure for High Performance and Safe Aerosol Filtration via Suspension-Drying Procedure
High
efficient filtration of air pollutants exerts a great demand
for nanofiber-based materials with superior structures. In this work,
a mixed solution of <i>tert</i>-butyl alcohol (TBA) and
water was employed to stably disperse PVA-<i>co</i>-PE nanofibers.
Nanofibrous filter media based on PP nonwoven fabric substrate with
various porosity were then prepared via three nanofiber-suspension
drying techniques: spray-air-drying, spray-freeze-drying, and container
loading-freeze-drying. The prepared nanofiber composite filter media
with average nanofiber diameter about 155 nm present controllable
three-dimensional structure: nanofiber layer porosity increases from
76.6% to 97.3%, various pore sizes increase from 0.493 to 2.268 μm,
as well as an increased nanofiber layer thickness from about 10 to
55.3 μm for filter media with 2.667 g/m<sup>2</sup> nanofiber
coverage density (NFCD). On the basis of the structure, filter media
possess a best comprehensive filtration performance with the quality
factor 1.110 mmH<sub>2</sub>O<sup>–1</sup> (99.955% and 6.73
mmH<sub>2</sub>O) at NFCD = 2.677 g/m<sup>2</sup> and a best efficient
performance with efficiency 99.999% (0.645 mmH<sub>2</sub>O<sup>–1</sup> and 17.86 mmH<sub>2</sub>O) at NFCD = 6.583 g/m<sup>2</sup>, respectively.
The theoretical analysis shows the excellent properties are mainly
derived from the stable three-dimensional structure of nanofiber network
which can provide superior torturous channels for capturing airborne
nanoparticles and facilitating the penetration of air flow indicating
a typical deep bed filtration. The result of electret treatment test
shows that the filter medium exhibits remarkably stable filtration
properties and is basically insusceptible to the electrostatic charges
rather than the commercial PP nonwoven fabric substrate. Furthermore,
the repetitive-use test showed that present nanofibrous composite
filters possess higher dust holding capability (24.3 g/m<sup>2</sup>) and longer service life (8.5 h) than commercial filter with the
similar initial filtration property. This implies the superiority
of present nanofiber composite filter media in the application as
a high stable, cost-effective, and safer air filter medium
3D-Printed Parahydrophobic Functional Textile with a Hierarchical Nanomicroscale Structure
Functional textiles with superhydrophobicity and high
adhesion
to water, called parahydrophobic, are attracting increasing attention
from industry and academia. The hierarchical (micronanoscale) surface
patterns in nature provide an excellent reference for the manufacture
of parahydrophobic functional textiles. However, the replication of
the complex parahydrophobic micronanostructures in nature exceeds
the ability of traditional manufacturing strategies, which makes it
difficult to accurately manufacture controllable nanostructures on
yarn and textiles. Herein, a two-photon femtosecond laser direct writing
strategy with nanoscale process capability was utilized to accurately
construct the functional parahydrophobic yarn with a diameter of 900
μm. Inspired by rose petals, the parahydrophobic yarn is composed
of a hollow round tube, regularly arranged micropapillae (the diameter
is 109 μm), and nanofolds (the distance is 800 nm) on papillae.
The bionic yarn exhibited a superior parahydrophobic behavior, where
the liquid droplet not only was firmly adhered to the bionic yarn
at an inverted angle (180°) but also presented as spherical on
the yarn (the maximum water contact angle is 159°). The fabric
woven by the bionic yarn also exhibited liquid droplet-catching ability
even when tilted vertically or turned upside down. Based on the excellent
parahydrophobic function of bionic yarn, we demonstrated a glove that
has very wide application potential in the fields of water droplet-based
transportation, manipulation, microreactors, microextractors, etc