Publications by authors named "S-M Hu"

The vasodilator hydralazine (HYZ) has been used clinically for ~ 70 years and remains on the World Health Organization's List of Essential Medicines as a therapy for preeclampsia. Despite its longstanding use and the concomitant progress toward a general understanding of vasodilation, the target and mechanism of HYZ have remained unknown. We show that HYZ selectively targets 2-aminoethanethiol dioxygenase (ADO) by chelating its metal cofactor and alkylating one of its ligands.

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Introduction: Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease discovered in China in 2009. SFTS monitoring has been carried out since 2010 in mainland China. In recent years, human infection with SFTS virus (SFTSV) has frequently been detected in Jiujiang of Jiangxi Province, Central China.

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  • Kudzu is a perennial vine in the Leguminosae family, with puerarin as its key active ingredient known for various pharmacological benefits.
  • The study explores essential questions about the medicinal use of kudzu roots, including why they remain unpeeled and why they are harvested in winter.
  • Researchers utilized metabolomics and transcriptomics to identify genetic factors involved in puerarin biosynthesis, establishing a regulatory network aimed at enhancing the production of high-quality kudzu with increased puerarin levels.
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Ionizable lipids are a key component of lipid nanoparticles, the leading nonviral messenger RNA delivery technology. Here, to advance the identification of ionizable lipids beyond current methods, which rely on experimental screening and/or rational design, we introduce lipid optimization using neural networks, a deep-learning strategy for ionizable lipid design. We created a dataset of >9,000 lipid nanoparticle activity measurements and used it to train a directed message-passing neural network for prediction of nucleic acid delivery with diverse lipid structures.

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  • The DSM-5 defines autism spectrum disorder (ASD) as a neurodevelopmental disorder characterized by social communication deficits and repetitive behaviors, with different prevalence rates reported globally (2.27% in the U.S. vs. 0.7% in China).
  • ASD-affected children often exhibit challenges in adaptive behaviors, which are essential skills for daily living and adapting to their environments.
  • Various assessments, including the Vineland Adaptive Behavior Scales (VABS) and the Adaptive Behavior Assessment System (ABAS), evaluate adaptive behaviors through multiple dimensions like communication, daily living skills, socialization, and motor skills.
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Poly(ethylene terephthalate) (PET) waste is of low degradability in nature, and its mismanagement threatens numerous ecosystems. To combat the accumulation of waste PET in the biosphere, PET bio-upcycling, which integrates chemical pretreatment to produce PET-derived monomers with their microbial conversion into value-added products, has shown promise. The recently discovered Rhodococcus jostii RPET strain can metabolically degrade terephthalic acid (TPA) and ethylene glycol (EG) as sole carbon sources, and it has been developed into a microbial chassis for PET upcycling.

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Pangenomes are collections of annotated genome sequences of multiple individuals of a species. The structural variants uncovered by these datasets are a major asset to genetic analysis in crop plants. Here we report a pangenome of barley comprising long-read sequence assemblies of 76 wild and domesticated genomes and short-read sequence data of 1,315 genotypes.

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Purpose To evaluate the performance of the winning machine learning models from the 2023 RSNA Abdominal Trauma Detection AI Challenge. Materials and Methods The competition was hosted on Kaggle and took place between July 26 and October 15, 2023. The multicenter competition dataset consisted of 4274 abdominal trauma CT scans, in which solid organs (liver, spleen, and kidneys) were annotated as healthy, low-grade, or high-grade injury.

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  • Porcine hemagglutinating encephalomyelitis virus (PHEV) is the only known coronavirus affecting pigs and is widespread; understanding its genetic traits is crucial for disease prevention and control.
  • In a study conducted in Guangxi, China, 6,986 samples were collected from 2021 to 2024, revealing a 2.81% positivity rate, with higher rates in nasopharyngeal swabs than tissue samples.
  • Genetic analysis showed significant homology among viral genes, indicating evolutionary diversity, with PHEV strains from Guangxi belonging to specific subgroups and demonstrating complex evolutionary paths since their emergence.
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Highly flexible hydrogels are widely used in fields such as agriculture, drug delivery, and tissue engineering. However, the simultaneous integration of excellent mechanical properties, swelling properties, and high electrical conductivity into a hydrogel is still a great challenge. This work introduces 1D tubular multi-walled carbon nanotubes (MWCNTs) and 2D layered graphene oxide (GO) into polyacrylamide/poly-acrylic acid (PAM/PAA) hydrogels.

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  • Polymer-based conductive composites are lightweight, affordable, and have various applications, but making them highly conductive and suitable for 3D printing is tough.
  • This study presents a composite using unsaturated polyester resin and graphene nanosheets that creates a 3D conductive network, enhancing conductivity when 3D printed.
  • The resulting material exhibits high conductivity (69.9 S m) and is effective for applications like electromagnetic shielding and printed electronics due to its excellent heat dissipation and printability.
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  • Thermogalvanic cells utilizing organic redox couples (OTGCs) are being researched for their ability to harvest low-grade heat, thanks to their high thermopower and adjustable chemical properties.
  • The study focuses on improving the power output of these cells by synergistically combining fast redox reactions with thermogalvanic corrosion, enhanced by hydrochloric acid (HCl) in the electrolyte.
  • As a result of these enhancements, the liquid quinone/hydroquinone (Q/HQ) OTGC shows a remarkable power output density and effective electrical conductivity, presenting a promising approach for increasing the efficiency of thermogalvanic cells.
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  • Brentuximab vedotin has been shown to improve outcomes in treating advanced classic Hodgkin's lymphoma, but it also causes more toxic side effects in adults, while many pediatric patients still need radiation therapy and face challenges with relapse.
  • A phase 3 trial involving patients aged 12 and older tested two treatment combinations: brentuximab vedotin with standard chemotherapy (BV+AVD) versus nivolumab with standard chemotherapy (N+AVD), aiming to assess progression-free survival.
  • Results indicated that N+AVD significantly enhances progression-free survival compared to BV+AVD, with a 2-year survival rate of 92% for N+AVD versus 83% for BV
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  • A multicenter randomized controlled trial in China investigated the impact of adding coronary CT-derived fractional flow reserve (CT-FFR) to routine coronary CT angiography (CCTA) on the need for invasive coronary angiography (ICA) and major adverse cardiovascular events (MACE) in patients with suspected coronary artery disease (CAD).
  • The study involved 5,297 participants, showing that the CCTA plus CT-FFR group had a lower ICA rate (10.0%) compared to the CCTA alone group (12.4%) over a 90-day follow-up.
  • While MACE rates were similar between groups, the CCTA plus CT-FFR approach resulted in fewer cardiac events after one year (0.5%
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  • - The study successfully synthesized single crystals of Cu_{2-δ}B_{25} using a high-pressure melting method, demonstrating the rich interactions between copper and boron under these conditions.
  • - Characterized by a unique tetragonal structure, these crystals exhibit high hardness (26.5 GPa) and outstanding electrical conductivity (1.19×10^{5} S/m), setting new records among boron-based compounds.
  • - An interesting p-n conduction type transition was found around 30 GPa, suggesting that the copper content and its valence states significantly influence the crystals' electronic properties, paving the way for advancements in technology involving boron-rich materials.
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Achieving highly ionic conductive hydrogels from natural wood remains challenging owing to their insufficient surface area and low number of active sites on the cell wall. This study proposes a viable strategy to design a strong and anisotropic wood-based hydrogel through cell wall nanoengineering. By manipulating the microstructure of the wood cell wall, a flexible cellulosic hydrogel is achieved through Schiff base bonding via the polyacrylamide and cellulose molecular chains.

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  • Diagnosing Alzheimer's disease is tough for doctors, which can lead to delays in getting the right care for patients.
  • Blood tests that check for signs of Alzheimer's could help doctors find the disease earlier and treat it better, but there are still some big challenges to overcome.
  • A special group of leaders in Alzheimer's research is working on solutions, like creating better guidelines, training healthcare workers, and making sure patients understand their test results.
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Genomic profiles and prognostic biomarkers in patients with acute myeloid leukemia (AML) from ancestry-diverse populations are underexplored. We analyzed the exomes and transcriptomes of 100 patients with AML with genomically confirmed African ancestry (Black; Alliance) and compared their somatic mutation frequencies with those of 323 self-reported white patients with AML, 55% of whom had genomically confirmed European ancestry (white; BeatAML). Here we find that 73% of 162 gene mutations recurrent in Black patients, including a hitherto unreported PHIP alteration detected in 7% of patients, were found in one white patient or not detected.

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  • Blood-based biomarkers (BBMs) are new tests that help doctors check for Alzheimer's disease in a simpler and cheaper way than older methods like brain scans or spinal fluid tests.! -
  • A special group called the Global CEO Initiative on Alzheimer's Disease is suggesting two ways to use these BBMs: one for initial testing and another to confirm more serious cases.! -
  • Using BBMs can make it easier for doctors to diagnose Alzheimer's, which means that patients can start getting needed treatments faster.!
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With substantial temperature differentials between summer and winter in polar regions, there exists a pressing necessity for flexible sensors capable of functioning across a broad temperature spectrum to facilitate the construction of a more intelligent human-machine interface. Nevertheless, developing flexible sensors resilient to extremely low temperatures remains a significant challenge. In this study, we present an organohydrogel capable of functioning ranging from ambient to -78 °C, enabling real-time monitoring of multi-source signals, including motion, physiology, speech, and pressure.

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Purpose To evaluate the performance of the top models from the RSNA 2022 Cervical Spine Fracture Detection challenge on a clinical test dataset of both noncontrast and contrast-enhanced CT scans acquired at a level I trauma center. Materials and Methods Seven top-performing models in the RSNA 2022 Cervical Spine Fracture Detection challenge were retrospectively evaluated on a clinical test set of 1828 CT scans (from 1829 series: 130 positive for fracture, 1699 negative for fracture; 1308 noncontrast, 521 contrast enhanced) from 1779 patients (mean age, 55.8 years ± 22.

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The emergence of biobank-level datasets offers new opportunities to discover novel biomarkers and develop predictive algorithms for human disease. Here, we present an ensemble machine-learning framework (machine learning with phenotype associations, MILTON) utilizing a range of biomarkers to predict 3,213 diseases in the UK Biobank. Leveraging the UK Biobank's longitudinal health record data, MILTON predicts incident disease cases undiagnosed at time of recruitment, largely outperforming available polygenic risk scores.

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Gasdermin-mediated inflammatory cell death (pyroptosis) can activate protective immunity in immunologically cold tumors. Here, we performed a high-throughput screen for compounds that could activate gasdermin D (GSDMD), which is expressed widely in tumors. We identified 6,7-dichloro-2-methylsulfonyl-3-N-tert-butylaminoquinoxaline (DMB) as a direct and selective GSDMD agonist that activates GSDMD pore formation and pyroptosis without cleaving GSDMD.

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Energy correlators that describe energy-weighted distances between two or three particles in a hadronic jet are measured using an event sample of sqrt[s]=13  TeV proton-proton collisions collected by the CMS experiment and corresponding to an integrated luminosity of 36.3  fb^{-1}. The measured distributions are consistent with the trends in the simulation that reveal two key features of the strong interaction: confinement and asymptotic freedom.

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Unlabelled: is an intracellular parasitic protozoan that poses a significant risk to the fetus carried by a pregnant woman or to immunocompromised individuals. tachyzoites duplicate rapidly in host cells during acute infection through endodyogeny. This highly regulated division process is accompanied by complex gene regulation networks.

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