1,269 research outputs found
Early selection of \u3cem\u3ebZIP73\u3c/em\u3e facilitated adaptation of \u3cem\u3ejaponica\u3c/em\u3e rice to cold climates
Cold stress is a major factor limiting production and geographic distribution of rice (Oryza sativa). Although the growth range of japonica subspecies has expanded northward compared to modern wild rice (O. rufipogon), the molecular basis of the adaptation remains unclear. Here we report bZIP73, a bZIP transcription factor-coding gene with only one functional polymorphism (+511 G\u3eA) between the two subspecies japonica and indica, may have facilitated japonica adaptation to cold climates. We show the japonica version of bZIP73 (bZIP73Jap) interacts with bZIP71 and modulates ABA levels and ROS homeostasis. Evolutionary and population genetic analyses suggest bZIP73 has undergone balancing selection; the bZIP73Jap allele has firstly selected from standing variations in wild rice and likely facilitated cold climate adaptation during initial japonica domestication, while the indica allele bZIP73Ind was subsequently selected for reasons that remain unclear. Our findings reveal early selection of bZIP73Jap may have facilitated climate adaptation of primitive rice germplasms
AUTO EMBEDDING A VISIBLE WATERMARK INTO CONTENT AND VIDEO FOR AN ONLINE VIDEO CONFERENCE
Online video conferences are often used to facilitate interaction among multiple participants for an online meeting, discussion, etc. In some instances, it can be useful to protect video and/or content (video/content) shared during an online video conference such that use/reproduction of such video/content may be allowed only with permission. Presented herein are techniques that provide for recognizing participants of an online video conference using biometric recognition techniques (e.g., face, voiceprint, gait, etc.) and embedding identifying information (e.g., email addresses, usernames, etc.) for one or more of the participants into the video and/or content (video/content) of the online video conference via one or more embedded watermarks, which may help to protect video/content generated for an online video conference. In some instances, an embedded watermark may be provided only when a video endpoint/desktop client detects that a participant is taking a photo or video using a handheld device (e.g., cell phone, camera, etc.)
HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
In computation pathology, the pyramid structure of gigapixel Whole Slide
Images (WSIs) has recently been studied for capturing various information from
individual cell interactions to tissue microenvironments. This hierarchical
structure is believed to be beneficial for cancer diagnosis and prognosis
tasks. However, most previous hierarchical WSI analysis works (1) only
characterize local or global correlations within the WSI pyramids and (2) use
only unidirectional interaction between different resolutions, leading to an
incomplete picture of WSI pyramids. To this end, this paper presents a novel
Hierarchical Interaction Graph-Transformer (i.e., HIGT) for WSI analysis. With
Graph Neural Network and Transformer as the building commons, HIGT can learn
both short-range local information and long-range global representation of the
WSI pyramids. Considering that the information from different resolutions is
complementary and can benefit each other during the learning process, we
further design a novel Bidirectional Interaction block to establish
communication between different levels within the WSI pyramids. Finally, we
aggregate both coarse-grained and fine-grained features learned from different
levels together for slide-level prediction. We evaluate our methods on two
public WSI datasets from TCGA projects, i.e., kidney carcinoma (KICA) and
esophageal carcinoma (ESCA). Experimental results show that our HIGT
outperforms both hierarchical and non-hierarchical state-of-the-art methods on
both tumor subtyping and staging tasks.Comment: Accepted by MICCAI2023; Code is available in
https://github.com/HKU-MedAI/HIG
Collective flow and the fluid behavior in p/d/He+Au collisions at GeV
By varying the intrinsic initial geometry, the p/d/He+Au collisions at
the Relativistic Heavy Ion Collider (RHIC) provide a unique opportunity to
understand the collective behavior in the small systems. In this paper, we
employ the hybrid model iEBE-VISHNU with TRENTO initial conditions to study the
collective flow and the fluid behavior in p/d/He+Au collisions. With
fine-tuned parameters, iEBE-VISHNU can describe the and
data from the PHENIX and STAR collaborations. However, for these parameter sets
tuned to fit the STAR data, the hydrodynamic simulations have already beyond
their limits with the average Knudsen number obviously
larger than one. Our calculations demonstrate that, for a meaningful evaluation
of the fluid behavior in the small systems, model simulations should also pay
attention to the validity range of hydrodynamics
Probing the nuclear deformation with three-particle asymmetric cumulant in RHIC isobar runs
Ru+Ru and Zr+Zr collisions at
GeV provide unique opportunities to study the
geometry and fluctuations raised from the deformation of the colliding nuclei.
Using iEBE-VISHNU hybrid model, we predict ratios between
these two collision systems and demonstrate that the ratios of , as well as the ratios of the involving flow harmonics and
event-plane correlations, are sensitive to quadrupole and
octupole deformations, which provides strong constrain on the shape
differences between Ru and Zr.Comment: 6 pages, 4 figure
Exploring the compactness of cluster in O nuclei with relativistic O+O collisions
Probing the cluster of O with the relativistic
O+O collisions has raised great interest in the heavy ion
community. However, the effects of the cluster on the soft hadron
observables vary largely among different studies. In this paper, we explain the
differences by the compactness of the cluster in oxygen, using
iEBE-VISHNU hydrodynamic simulations with different initial state
cluster configurations. We also find several observables, such as the intensive
skewness of the correlator , the harmonic
flows , , , and the
correlations , in
O+O collisions are sensitive to the compactness of the
cluster in the colliding nuclei, which can be used to constrain the
configurations of O in the future. Our study serves as an important step
toward the quantitative exploration of the cluster configuration in
the light nuclei with relativistic heavy ion collisions.Comment: 9 pages, 9 figures, published version + appendix (initial state
calculations
Exploring the Nuclear Shape Phase Transition in Ultra-Relativistic Xe+Xe Collisions at the LHC
The shape phase transition for certain isotope or isotone chains, associated
with the quantum phase transition of finite nuclei, is an intriguing phenomenon
in nuclear physics. A notable case is the Xe isotope chain, where the structure
transits from a -soft rotor to a spherical vibrator, with the
second-order shape phase transition occurring in the vicinity of
Xe. In this letter, we focus on investigating the -soft
deformation of Xe associated with the second-order shape phase
transition by constructing novel correlators for ultra-relativistic
Xe+Xe collisions. In particular, our iEBE-VISHNU model
calculations show that the correlation and the mean
transverse momentum fluctuation , which were previously
interpreted as the evidence for the rigid triaxial deformation of Xe,
can also be well explained by the -soft deformation of Xe. We
also propose two novel correlators and , which carry
non-trivial higher-order correlations and show unique capabilities to
distinguish between the -soft and the rigid triaxial deformation of
Xe in Xe+Xe collisions at the LHC. The present study
also provides a novel way to explore the second-order shape phase transition of
finite nuclei with ultra-relativistic heavy ion collisions
Hydrogenation catalysis by hydrogen spillover on platinum-functionalized heterogeneous boronic acid-polyoxometalates
The activation of molecular hydrogen is a key process in catalysis. Here, we demonstrate how polyoxometalate (POM)-based heterogeneous compounds functionalized with Platinum particles activate H2 by synergism between a hydrogen spillover mechanism and electron-proton transfer by the POM. This interplay facilitates the selective catalytic reduction of olefins and nitroarenes with high functional group tolerance. A family of polyoxotungstates covalently functionalized with boronic acids is reported. In the solid-state, the compounds are held together by non-covalent interactions (π–π stacking and hydrogen bonding). The resulting heterogeneous nanoscale particles form stable colloidal dispersions in acetonitrile and can be surface-functionalized with platinum nanoparticles by in situ photoreduction. The resulting materials show excellent catalytic activity in hydrogenation of olefins and nitrobenzene derivatives under mild conditions (1 bar H2 and room temperature)
Meta-analysis on the efficacy and safety of Guanxin Shutong capsule in the treatment of angina pectoris of coronary heart disease
ObjectiveThis study aims to summarize all single clinical studies of Guanxin Shutong (GXST) capsule combined with Western medicine in the treatment of coronary heart disease angina pectoris and to systematically evaluate its efficacy and safety.MethodsThis study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Chinese and English databases were searched to collect the randomized controlled trials (RCTs) of GXST capsule combined with conventional Western medicine in the treatment of patients with angina pectoris of coronary heart disease and to extract the data. Cochrane Risk of Bias Tool was used to evaluate literature quality, and RevMan5.3 software was used to evaluate the outcome indicators, such as total effective rate of angina pectoris, frequency of angina pectoris, duration of angina pectoris, total effective rate of electrocardiogram (ECG), lipid level, inflammatory factor level, hemorheology, cardiac function, and adverse reactions, and to assess publication bias.ResultsA total of 27 RCTs with 3440 cases were identified. The results showed that the combined use of GXST capsule was more effective in terms of total effective rate of angina pectoris, frequency of angina pectoris, duration of angina pectoris, and total effective rate of ECG. In addition, the combined use of GXST capsule had more advantages in reducing total cholesterol, low-density lipoprotein cholesterol, interleukin-6, tumor necrosis factor–α, high-sensitivity C-reactive protein, and whole-blood viscosity and increasing left ventricular ejection fraction and high-density lipoprotein cholesterol. However, for triglyceride and interleukin-1, there were two different results before and after the sensitivity analysis, which were attributed to the quality of the included literature. In terms of plasma viscosity and adverse reactions, after excluding the literature with large heterogeneity, sensitivity analysis indicated that the combined use of GXST capsule was helpful to reduce plasma viscosity and adverse reactions.ConclusionsGXST capsule combined with conventional Western medicine has better efficacy and safety in the treatment of angina pectoris of coronary heart disease compared with Western medicine alone. However, our study still has some limitations. Thus, more standardized RCTs are needed in future studies to verify the conclusions, and longer follow-up periods need to be designed to explore the long-term efficacy
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