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Volume 644 Issue 8075, 7 August 2025
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Volume 644 Issue 8075, 7 August 2025

Rubber stuck

Designing adhesives that remain effective in wet environments is a formidable challenge that can even confound approaches that use artificial intelligence. In this week’s issue, Jian Ping Gong and colleagues draw inspiration from nature to develop a data-driven system that analyses adhesive protein sequences and then employs AI to create super-adhesive materials that can withstand water. The researchers mined a data set of 24,707 naturally occurring adhesive proteins to guide the design of 180 hydrogels. Using an iterative machine-learning framework, they optimized adhesion performance and identified a set of promising super-adhesive hydrogels. One of these, a hydrogel named R1-max, was synthesized and tested by gluing a rubber duck to a rock in the ocean (pictured on the cover), where it readily withstood waves and tides.

Cover image: Hao Guo, Hongguang Liao and Hailong Fan.

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    • The ‘science fiction science’ method simulates future technologies and collects quantitative data on the attitudes and behaviours of participants in various future scenarios, with the aim of predicting impacts of future technologies before they arrive.

      • Iyad Rahwan
      • Azim Shariff
      • Jean-François Bonnefon
      Perspective
  • Articles

    • Observations from laboratory experiments involving two flux ropes show that electron beams induce magnetic turbulence and abruptly merge into a single structure, altering the magnetic topology in the magnetohydrodynamics (MHD) regime — a process supported by three-dimensional (3D) particle-in-cell simulations.

      • Jong Yoon Park
      • Young Dae Yoon
      • Yong-Seok Hwang
      Article Open Access
    • Coherent quantum transition spectroscopy of the spin of a single antiproton is reported, demonstrating Rabi oscillations of the spin and enabling improved measurement of matter/antimatter symmetry using proton and antiproton magnetic moments.

      • B. M. Latacz
      • S. R. Erlewein
      • S. Ulmer
      Article Open Access
    • Real-space nanoimaging and theoretical analyses show the emergence of hyperbolic phonon polaritons on the surface of a non-hyperbolic material and that the polariton dispersions can be manipulated by varying the temperature.

      • Lu Liu
      • Langlang Xiong
      • Guangwei Hu
      Article
    • A method combining scanning transmission electron microscopy with high-resolution electron energy-loss spectroscopy enables the observation of magnons and their dispersion, and provides a way to examine magnetic inhomogeneities with nanometre spatial resolution.

      • Demie Kepaptsoglou
      • José Ángel Castellanos-Reyes
      • Quentin M. Ramasse
      Article Open Access
    • A data-driven approach integrates data mining, experimentation and machine learning to design high-performance adhesive hydrogels from scratch, tailored for demanding underwater environments.

      • Hongguang Liao
      • Sheng Hu
      • Jian Ping Gong
      Article Open Access
    • A redox reaction network, comprising concurrent oxidation and reduction pathways, is described that can drive autonomous unidirectional motion about a C–C bond in a structurally simple synthetic molecular motor based on an achiral biphenyl.

      • Jordan Berreur
      • Olivia F. B. Watts
      • Beatrice S. L. Collins
      Article Open Access
    • A nickel-catalysed vicinal diborylation method is described, which can install two different boron functional groups on aromatic rings in a regioselective and site-selective manner, enabling the rapid synthesis of complex molecular building blocks.

      • Jingfeng Huo
      • Yue Fu
      • Guangbin Dong
      Article
    • Early-Earth geometry models are presented, producing magnetic field intensity and morphologies agreeing with palaeomagnetic data in the deep past and demonstrating the negligible role of fluid viscosity in the Earth’s early geodynamo.

      • Yufeng Lin
      • Philippe Marti
      • Andrew Jackson
      Article
    • Analysis of species distribution models in a pan-African database comprising chronometrically dated archaeological sites over the past 120,000 years shows major expansion in the human niche from 70 ka, driven by adaptation to diverse habitats.

      • Emily Y. Hallett
      • Michela Leonardi
      • Eleanor M. L. Scerri
      Article Open Access
    • Genome-wide sequencing of 180 ancient individuals shows a continuous gradient of ancestry in Early-to-Mid-Holocene hunter-gatherers from the Baltic to the Transbaikal region and distinct contemporaneous groups in Northeast Siberia, and provides insights into the origins of modern Uralic and Yeniseian speakers.

      • Tian Chen Zeng
      • Leonid A. Vyazov
      • David Reich
      Article
    • An analysis of data from the Sherlock-Lung study provides insight into the mutational processes that contribute to lung cancer in never smokers, and looks at the possible role of factors such as air pollution and passive smoking.

      • Marcos Díaz-Gay
      • Tongwu Zhang
      • Maria Teresa Landi
      Article
    • A brain-to-voice neuroprosthesis enables a man with amyotrophic lateral sclerosis to synthesize his voice in real time by decoding neural activity, demonstrating the potential of brain–computer interfaces to enable people with paralysis to speak intelligibly and expressively.

      • Maitreyee Wairagkar
      • Nicholas S. Card
      • Sergey D. Stavisky
      Article
    • Multiplexed error-robust fluorescence in situ hybridization (MERFISH) together with deep-learning-based nucleus segmentation enabled the construction of a highly detailed and informative spatially resolved single-cell atlas of human fetal cortical development.

      • Xuyu Qian
      • Kyle Coleman
      • Christopher A. Walsh
      Article Open Access
    • Human and mouse astrocytes express the protocadherin PcdhγC3, which promotes self-recognition of individual astrocytes, thereby contributing to normal astrocyte and brain development.

      • John H. Lee
      • Alina P. Sergeeva
      • S. Lawrence Zipursky
      Article
    • Together with a companion paper, the generation of a transcriptomic atlas for the mouse lemur and analyses of example cell types establish this animal as a molecularly tractable primate model organism.

      • Antoine de Morree
      • Iwijn De Vlaminck
      • Mark A. Krasnow
      Article Open Access
    • Together with an accompanying paper presenting a transcriptomic atlas of the mouse lemur, interrogation of the atlas provides a rich body of data to support the use of the organism as a model for primate biology and health.

      • Camille Ezran
      • Shixuan Liu
      • Mark A. Krasnow
      Article Open Access
    • Escherichia coli uses curli fibres, oligomers of the functional amyloid CsgA, as a barrier to protect against the predatory bacteria Bdellovibrio bacteriovorus and Myxococcus xanthus in a mechanism that is independent of genes required for biofilm formation.

      • Hannah E. Ledvina
      • Ryan Sayegh
      • Aaron T. Whiteley
      Article
    • EchoNext, a deep learning model for electrocardiograms trained and validated in diverse health systems, successfully detects many forms of structural heart disease, supporting the potential of artificial intelligence to expand access to heart disease screening at scale.

      • Timothy J. Poterucha
      • Linyuan Jing
      • Pierre Elias
      Article Open Access
    • Immune tolerance to dietary antigens is mediated by a circuit of dedicated antigen-presenting cells and T cells, ensuring protective effector responses without compromising the overall strategy of tolerance that ensures safe food consumption.

      • Anna Rudnitsky
      • Hanna Oh
      • Ranit Kedmi
      Article Open Access
    • A CRISPR knock-in strategy that uses endogenous gene regulatory mechanisms can engineer ‘armoured’ CAR T cells that secrete proinflammatory cytokines directly within a tumour without causing toxicity, leading to prolonged survival in mice.

      • Amanda X. Y. Chen
      • Kah Min Yap
      • Paul A. Beavis
      Article Open Access
    • A study reports the development of a method to trace intercellular transfer of mitochondria, and demonstrates that cancer cells that receive mitochondria from neurons have enhanced metastatic capabilities.

      • Gregory Hoover
      • Shila Gilbert
      • Simon Grelet
      Article Open Access
    • By combining structural biology and evolutionary genomics analyses, the evolution of enzymes over 400 million years is shown to be governed by catalytic function, metabolic network architecture, cost and molecular interactions.

      • Oliver Lemke
      • Benjamin Murray Heineike
      • Markus Ralser
      Article Open Access
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