Shenzhen Institutes of Advanced Technology

Multi-objective and cross-scale inverse design of temperature-control materials via physics-constrained machine learning

Abstract Temperature-control materials, notably composite phase-change materials (CPCMs), show great potential for the thermal management of next-generation power electronics. However, the synergistic optimization of multiple performance metrics still relies heavily on Edisonian...

A vascular calcification model enabled by an ex vivo vascular calcification perfusion system

Vascular calcification is a major feature of cardiovascular disease, but mechanistic studies are limited by slow and variable animal models and by ex vivo systems that insufficiently reflect physiological flow. Here, we established an ex vivo vascular calcification perfusion syst...

Language-enhanced generative modeling for amyloid PET synthesis from MRI and blood biomarkers.

Assessment of amyloid pathology in Alzheimer's disease (AD) often relies on amyloid-beta positron emission tomography (Aβ-PET), but its clinical use is limited by cost and accessibility. We developed a language-enhanced generative framework to synthesize Aβ-PET images from T1-wei...

A nose-to-brain circuit underlies anxiety regulation by nasal afferent frequency in mice

Slow nasal breathing alleviates negative moods, but the precise nose-to-limbic pathways and their causal contributions remain unclear. Here, we identify a pathway in mice from olfactory sensory neurons (OSNs) in the nasal cavity to mitral cells in the olfactory bulb (OB), then to...

Programmable RNA targeting with clustered regularly interspaced short palindromic repeats (CRISPR) effector Cas7-11 in zebrafish embryos and mammalian cells

<title>Abstract</title> <bold>Background</bold> The CRISPR/Cas7-11 system is a recently characterized RNA editing tool that exhibits low toxicity, minimal off-target effects, and reduced collateral RNA cleavage compared with existing methods. Although zebrafish and human embryoni...

Effectiveness of sexual health interventions in reducing risky sexual behaviors among people living with HIV: a network meta-analysis and systematic review

Abstract Objectives To assess and rank the effectiveness of different sexual health interventions designed to address risky sexual behaviors in PLWH. Methods We systematically searched studies published between Jan. 2010 and Dec. 2024. Randomized controlled trails (RCTs) were inc...

First-Principles Study of Cs2TlCoX6 (X = I, Br): Structural Stability, Electronic, Elastic, and Optoelectronic Properties

Abstract In this study, density functional theory (DFT) is employed to investigate the structural, electronic, and optical properties of the double perovskites Cs2TlCoX6 (X = I, Br). The crystal structures of these materials are optimized to evaluate their structural stability. T...

Artificial PhotosyntheticHydrogel Microspheres asa Versatile Platform for Programmable CO2 Valorization

Abstract Carbon-negative biomanufacturing is essential for global sustainability. Artificial photosynthesis based on material-microbe hybrid systems holds promise but suffers from inefficient energy supply, phototoxicity, abiotic–biotic incompatibility, and limited product spectr...

Population genomics reveals ginseng domestication and ginsenoside biosynthesis

Ginseng ( Panax ginseng ), a valuable medicinal plant, is cultivated for the bioactive ginsenosides with cardiovascular protective effects that are abundant in its roots. However, the genetic basis of its domestication and ginsenoside variation is not fully understood. In this st...

Tibial cortex transverse transport accelerates diabetic wound healing via systemic mobilization of non-classical monocytes

Aims: To clarify the immunomodulatory mechanisms by which tibial cortex transverse transport (TTT) accelerates wound healing in a type 2 diabetic rat model, with particular focus on the dynamics of subsets of monocytes and macrophages. Methods: A total of 186 male Sprague-Dawley...

Magnetotactic bacterial-reprogrammed TCR-macrophages for durable anti-tumor photoimmune therapy

Macrophage have shown great promise in the clinical treatment for head and neck cancer (HNC). However, macrophage therapies confront significant hurdles due to a deficiency of tumor-specific targets and tumor resistance. Herein, we report the development of a magnetotactic bacter...

An orthogonal transcription system enables high-efficiency rescue of measles virus-based vaccine vectors against multiple pathogens

Recombinant measles virus (rMeV) vectors are promising platforms for vaccine development against emerging infectious diseases due to their safety, stability, and potent immunogenicity. However, conventional rMeV rescue systems frequently exhibit low efficiency, thereby constraini...

An inverse design method for electric machines based on conditional variational autoencoder

Electric machines play a key role in electromechanical energy conversion across modern industrial systems. Conventional design methodologies typically involve many repetitive tasks that exhibit low computational efficiency. To address this challenge, this paper proposes an invers...

The transcription factor C/EBPβ promotes hyperglycemia-elicited glycolysis and liver cancer progression

Abstract Hyperglycemia and its related diseases, such as diabetes, dramatically accelerate cancer progression. However, the underlying mechanisms remain poorly understood, and the development of anticancer therapies based on them has largely stalled. Transcription factor CCAAT/en...