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This study delineates lifespan changes in the sensorimotor-association gradient using multimodal neuroimaging data from 33,247 participants, revealing a pattern aligned with evolutionary, structural, and cognitive hierarchies within a unified neurodevelopmental framework.

Designing effective multi-target therapeutics remains a major challenge, as existing ligand- or protein-centric methods struggle to generate biologically contextualized, spatially valid 3D molecules, particularly for triple-target systems. This study introduces LaMGen, an LLM-powered framework that leverages large-scale protein-ligand data and rotation-aware molecular encoding to rapidly produce chemically plausible multi-target candidates, achieving strong zero-shot generalization, superior molecular quality, and robust performance across dual- and triple-target design tasks.

High yield and wide adaptation rice are crucial for grain supply and food security. Here the authors report OsPI4Kγ7 which contributes to different “adaptability-yield” trade-offs in japonica and indica, and provides an alternative breeding strategy for raising grain yield in different latitudes.

Chromatographic separation is controlled by thermodynamic and kinetics, but engineering both factors remains challenging. Here the authors demonstrate engineering of covalent organic framework from both thermodynamics and kinetics perspectives for chromatographic separation of halogenated isomers.

Taurine transporter TauT is a key drug target for multiple diseases. Here, authors reveal structure of human TauT in four states, showing how inhibitors mimic taurine and guiding future TauT-targeted drug design.

Electronic chirality is a fascinating but still poorly understood phenomenon. Here, the authors show that CuPc molecules on bilayer graphene exhibit electronic chirality driven by twisted π–π interactions, which can be reversibly switched using an STM tip.

Sequence Display maps protein variant activities to a sequencing-based readout.

Zhang et al. show that the activation of RIPK1 is suppressed by acetylhypusination in a spermidine-dependent manner. Disruption of this axis contributes to RIPK1-mediated vascular pathology to promote insulin resistance and diabetic kidney pathology.

Sulcal morphometric remodeling during childhood and adolescence, characterized by cortical thinning and widening, predicts cognitive gains in working memory and attention, with gene enrichment linking these changes to synaptic processes.

Façade-integrated photovoltaics (FIPV) present a promising yet early-stage solution for mitigating building emissions. Combining global building datasets, climate projections and façade-scale simulations, researchers estimate that FIPV could deliver substantial economic and climate benefits.

Producing multi-carbon fuels from carbon dioxide requires catalysts that remain stable under reaction conditions. Here, the authors report operando evidence identifies stable Cu²⁺ sites that enable efficient and selective ethylene generation.

Using ancient DNA, isotopes and proteomics, this work reveals social inequality and mobility in Eastern Zhou China, showing female sacrifices, dietary disparities across classes, kinship networks among elites, and rare evidence of social mobility.

Thymine DNA glycosylase (TDG) was identified as a synthetic-lethal target in p53-deficient cancers through alterations in double-stranded RNA accumulation. A covalent small-molecule inhibitor of TDG exhibited potent efficacy against p53-deficient tumors.

Lin et al. identify a mechanism by which swimming exercise attenuates cognitive decline in Alzheimer’s disease mice, via induction of skeletal muscle-derived vesicles containing miR-378a-3p, taken up by microglia to regulate metabolism and enhance plaque clearance.

Insulinomas develop from pancreatic β-cells and secrete insulin, but the underlying genetic defects are largely unknown. In this study, Cao et al. identify recurrent T372R mutations in the transcription factor YY1, and validate this hotspot mutation in 30% of insulinomas.

Humanity’s Last Exam, a multi-modal benchmark at the frontier of human knowledge, is designed to be an expert-level closed-ended academic benchmark with broad subject coverage.

In this study, Qin et al. present a murine-adapted SARS-CoV-2 strain, MASCp36, as a model for studying the pathogenicity, evolution and adaptation of the virus to human and animal hosts.

Gut microbiota influence bone health, but the genetic and metabolic mechanisms are unclear. Here, the authors show that specific bifidobacterial taxa causally reduce bone mineral density, partly via n-3 fatty acid metabolism, highlighting host-microbe interactions with potential therapeutic implications.

Previous clinical studies suggested that Insulin-like growth factor binding-protein 7 (IGFBP7) is elevated in early stages of diabetes. Here authors showed tubule and glomerular-specific IGFBP7 promotes diabetic kidney disease.

Agricultural irrigation is energy intensive and a key source of carbon emissions. This study shows that aligning irrigation schedules with renewable energy availability can cut emissions, ease grid load and use surplus clean power. Using China as a case study, it demonstrates a scalable, low-carbon strategy that maintains crop productivity while supporting the energy transition.

Nanopore sequencing offers rapid DNA readout but suffers from severe insertion/deletion errors. Here, authors devise medium-length DNA fragments using a PNC-LDPC coding scheme, with an efficient cleavage library preparation to quickly recover original data at very low coverages without assembly.

Developing camouflaging materials, which can regulate temperatures, is challenging due to contradicting optical properties. Here the authors design an aluminum-polymer which balancing camouflaging and radiative cooling properties across diverse environments.

The authors report diode-like resistance in a non-magnetic topological insulator in the quantum Hall regime.

DEAD-box helicase 6 (DDX6), the regulator of P-body assembly, is essential for the survival of acute myeloid leukemia (AML) cells. Here the authors report that DDX6 undergoes phase separation to preserve mRNA subsets in P-bodies, promoting branched-chain amino acid metabolism and chemoresistance in AML.

Lithium doping in spiro-OMeTAD negatively affects the long-term performance of perovskite solar cells. Qin and team map the degradation mechanism under repeated voltage cycling and how lithium-free dopants improve stability.

Defective perovskite surfaces limit solar cell efficiency. Liu et al. introduce a small amount of a polar aprotic solvent into the defect passivation solution, enabling surface reconstruction of the perovskite layer and enhancing its overall quality.

Hanging Coffins were a mortuary tradition practiced in southern China and Southeast Asia. Here, the authors show that different groups of ancient Hanging Coffin practitioners are genetically related, and that they are ancestors of present-day Bo people.

Liu et al. report Chinese normative lifespan brain charts showing later neurodevelopmental milestones than those detected in Western cohorts. Individual deviations from these norms are valuable in assessing clinical risk and outcomes.

Here, Xiong et al investigate mid-gestational brain development from Down syndrome and control brain samples using single-nucleus RNA sequencing. They report cell-type- and region-specific transcriptional alterations associated with chr21 abnormalities.

The oxygen evolution reaction enables many clean energy technologies, but most acid-unstable catalysts still block deployment. Here the authors report a temperature dependent mechanistic evolution in RhRu3Ox that links reaction pathways to stability, enabling durable acidic water electrolysis.

Nanospace defined by unsaturated metal coordination sites opens up the possibility of controlling and templating chemical reactivity. Here, the authors show that a Fe(III) dicarboxylate framework with triangularly arranged metal sites can direct the [2+2+2] cyclisation of nitriles, alkynes and alkenes.

A reinforcement learning-based virtual reality system, implementing a series of sport sessions with coaching, was as effective as standard physical activity in reducing fat mass in adolescents, with positive effects on cognition.

Electrocatalytic deuteron-dechlorination with D₂O holds promise as a green synthesis of deuterated compounds. Here, surfactant-enhanced Cu^δ+ and induced electrostatic forces promote the dechlorination kinetics in the electro reductive deuteration of trichloroacetic acid to deuterated acetic acid with D₂O.

R-loops are DNA-RNA hybrids that can cause genome instability if not properly controlled. Here, the authors show that the RNA helicase Brr2 prevents harmful circRNA-associated R-loops, thereby safeguarding transcription and cell division.

Metastatic cancer cells rely on metabolic flexibility to survive. Here, the authors show that metastatic breast cancer cells use lactate for mitochondrial oxidation via the CD147/MCT1/LDHB complex to sustain stemness and promote metastasis.

Acoustic black hole metamaterials are conventionally based on thickness engineering. Here, authors develop a density-power law approach for the fabrication of a composite material that achieves deep-subwavelength wave absorption operations, at ultralow frequencies (25–1200 Hz) and with a 24.5 Hz threshold frequency.

The electro-oxidative synthesis of valued chemicals offers to enhance the overall efficiency and economic viability of renewable electrosynthesis systems. Here, the authors use dopant-tuned catalysts to promote the electrosynthesis of dimethyl carbonate from CO and methanol via oxidative carbonylation.

Iron pnictide superconductors represent a suggestive alternative to cuprate superconductors for achieving high transition temperatures. Using in situ angle-resolved photoemission spectroscopy, the electronic properties of FeSe are examined as a function of film thickness, providing valuable insights into the mechanism driving the superconductivity in this material.

This study explores how higher-order learning fosters creativity, showing that learning for creation is linked to reduced hippocampal representational dimensionality and stronger hippocampal-vlPFC connectivity, distinct from memory acquisition.

Here, the authors show that mechanical loading promotes subchondral bone osteocytes to secrete extracellular vesicles containing miR-23b-3p, which accelerates osteoarthritis progression by inhibiting mitophagy and disrupting cartilage metabolism.

Commercial live attenuated influenza vaccines (LAIVs), usually contain a high proportion of defective interfering particles (DIPs), are not sufficiently protective. With mice models, the authors here reveal that LAIV with low DIPs replicates better, enhances immune response and facilitates cross-neutralization protection against lethal challenge of influenza strains.