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Responses of extreme fire weather to CO2 emission reductions and underlying mechanisms. 极端火灾天气对二氧化碳减排的响应及其机制。
IF 13.6 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-09 DOI: 10.1126/sciadv.adw4705
Yujin Kim,Seung-Ki Min,Soon-Il An,Seungmok Paik,Sanjit Kumar Mondal
While previous studies have reported an increase in future fire weather under global warming scenarios, there is still a limited understanding on how it may evolve under mitigation scenarios. Using idealized emission-driven climate simulations, this analysis examines changes in the extreme fire weather conditions under net-zero emission (ZeroE) and net-negative emission (NegE) scenarios. Compared to peak CO2 levels, the NegE scenario achieves substantially greater fire danger mitigation, particularly in climatologically high-fire-danger regions, because of lower temperatures and increased relative humidity. In contrast, the ZeroE scenario leaves fire danger elevated globally, especially in Northern low-latitude regions. Regional responses are shaped by differences in atmospheric moisture supply, influenced by changes in the strength of the Atlantic meridional overturning circulation and the latitudinal position of the intertropical convergence zone. These findings highlight the crucial role of aggressive CO2 removal strategies in mitigating fire weather dangers and underscore the limitations of ZeroEs alone in addressing global wildfire challenges.
虽然以前的研究报告了在全球变暖情景下未来火灾天气的增加,但对其在缓解情景下如何演变的理解仍然有限。利用理想化的排放驱动气候模拟,本分析考察了净零排放(ZeroE)和净负排放(NegE)情景下极端火灾天气条件的变化。与二氧化碳峰值水平相比,NegE情景大大减少了火灾危险,特别是在气候上火灾危险高的地区,因为温度较低,相对湿度增加。相比之下,零风险情景使全球范围内的火灾风险升高,特别是在北部低纬度地区。区域响应是由大气湿度供应的差异形成的,受大西洋经向翻转环流强度变化和热带辐合带纬向位置的影响。这些发现强调了积极的二氧化碳去除策略在减轻火灾天气危险方面的关键作用,并强调了仅零排放在应对全球野火挑战方面的局限性。
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引用次数: 0
Disaggregated machine learning via in-physics computing at radio frequency 通过无线电频率的物理计算分解机器学习
IF 13.6 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-09 DOI: 10.1126/sciadv.adz0817
Zhihui Gao, Sri Krishna Vadlamani, Kfir Sulimany, Dirk Englund, Tingjun Chen
Modern edge devices, such as cameras, drones, and internet-of-things nodes, rely on machine learning to enable a wide range of intelligent applications. However, deploying machine learning models directly on the often resource-constrained edge devices demands substantial memory footprints and computational power for real-time inference using traditional digital computing architectures. In this paper, we present WISE, computing architecture for wireless edge networks with two key innovations: disaggregated model access via over-the-air wireless broadcasting for simultaneous inference on multiple edge devices, and in-physics computation of general complex-valued matrix-vector multiplications directly at radio frequency driven by a single frequency mixer. Using a software-defined radio platform, WISE achieves 95.7% image classification accuracy (97.2% audio classification accuracy) with ultralow energy consumption of 6.0 fJ/MAC (2.8 fJ/MAC), which is more than 10× improvement compared to traditional digital computing, e.g., on modern GPUs.
现代边缘设备,如摄像头、无人机和物联网节点,都依赖于机器学习来实现广泛的智能应用。然而,直接在资源受限的边缘设备上部署机器学习模型需要大量的内存占用和使用传统数字计算架构进行实时推理的计算能力。在本文中,我们提出了WISE,无线边缘网络的计算架构,其中有两个关键创新:通过空中无线广播进行分解模型访问,用于在多个边缘设备上同时进行推理,以及直接在单频混频器驱动的射频下进行一般复值矩阵向量乘法的物理计算。使用软件定义的无线电平台,WISE实现了95.7%的图像分类精度(97.2%的音频分类精度),超低能耗为6.0 fJ/MAC (2.8 fJ/MAC),与传统的数字计算相比,例如在现代gpu上提高了10倍以上。
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引用次数: 0
Scalable nanoconfined ionic liquid membranes with ultrapermeance and ultraselectivity for efficient CO2 capture 具有超渗透和超选择性的可扩展纳米离子液体膜,用于有效的CO 2捕获
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.aea1329
Fan Wang, Dinesh Kumar Behera, Bratin Sengupta, David Li, Miao Yu
Supported ionic liquid membranes (SILMs) stand attractive for gas separation considering the tunability, high gas selectivity, and ease of fabrication. However, the intrinsic instability of SILMs limited their practical use. Here, we designed, fabricated, and investigated an ultrapermeable, ultraselective, and stable nanoconfined ionic liquid (NCIL) membrane for highly efficient CO2 capture. Specifically, the combination of a thin, open, and uniform nanoconfined network of single-walled carbon nanotube with highly CO2–selective ionic liquid carrier enabled the superior CO2 permeance of 1654 GPU and CO2/N2 selectivity of 1132, surpassing most state-of-the-art facilitated transport membranes. The scale-up potential of the NCIL membrane was demonstrated under simulated natural gas flue gas conditions, achieving CO2 enrichment from 4.2 to 98% in a single step. Given the processability and scalability of NCIL membrane, this work affirms the industrial potential of SILMs and offers a viable strategy for designing and fabricating stable SILMs for gas separation.
考虑到可调性、高气体选择性和易于制造,负载离子液体膜(SILMs)对气体分离具有吸引力。然而,其固有的不稳定性限制了其实际应用。在这里,我们设计、制造和研究了一种超渗透、超选择性和稳定的纳米限制离子液体(NCIL)膜,用于高效的CO 2捕获。具体来说,单壁碳纳米管的薄、开放、均匀的纳米限制网络与高CO 2选择性离子液体载体的结合,使CO 2的透过率达到1654 GPU, CO 2 /N 2的选择性达到1132,超过了大多数最先进的促进运输膜。在模拟天然气烟气条件下,NCIL膜的放大潜力得到了验证,在一个步骤中实现了从4.2到98%的CO 2富集。鉴于NCIL膜的可加工性和可扩展性,本研究肯定了silm的工业潜力,并为设计和制造用于气体分离的稳定silm提供了可行的策略。
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引用次数: 0
Ultrapliable bioelectronic interface for mechanosensitive cardiac electrophysiology 用于机械敏感心脏电生理的超柔性生物电子接口
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.adz1253
Jing Yu, Zhi Jiang, Matthew Ackers-Johnson, Guijin Zou, Feilong Zhang, Ming Zhu, Can Cao, Jiaofu Li, Prasanna Vidyasekar, Wenlong Li, Jianwu Wang, Nuan Chen, Pingqiang Cai, Changtai Guo, Jintong Ai, Yulin Zhou, Srinivas Sheshagiri Prabhu, Huajian Gao, Xiaodong Chen
Existing bioelectronics often exhibit megapascal-scale moduli, despite the mechanosensitive nature of cardiomyocytes. Bridging the mechanical mismatch between tissue and bioelectronics is indispensable for building physiologically relevant in vitro cardiac models and advancing therapies. Here, we present Pliable Ultrathin Layered Sensing Electronics (PULSE), a platform with tissue-matched modulus (~10 kilopascals) and stretchable gold microcircuitry for long-term, high-fidelity monitoring of cardiac electrophysiology in vitro. Composed of a soft gel matrix and an ultrathin nanofilm embedded with gold circuits, our device achieves unprecedented tissue integration and preserves natural cardiomyocyte mechanics, resulting in a 140% increase in mechanical contraction and a 100% increase in electrical signals compared to conventional electronics. Cardiac tissue that grows our device exhibited enhanced drug sensitivity and response in cardiac dysfunction, revolutionizing disease modeling. By facilitating seamless interaction at the tissue-electronic interface, our platform offers a transformative perspective for advancing cardiac modeling and next-generation bioelectronic applications.
尽管心肌细胞具有机械敏感性,但现有的生物电子学常常表现出兆帕斯卡级的模量。弥合组织和生物电子学之间的机械不匹配对于建立生理相关的体外心脏模型和推进治疗是必不可少的。在这里,我们提出了柔性超薄层传感电子(PULSE),这是一个具有组织匹配模量(~10千帕斯卡)和可拉伸金微电路的平台,用于体外心脏电生理的长期高保真监测。我们的设备由软凝胶基质和嵌入金电路的超薄纳米膜组成,实现了前所未有的组织整合,并保留了自然的心肌细胞力学,与传统电子设备相比,机械收缩增加了140%,电信号增加了100%。生长我们装置的心脏组织在心功能障碍中表现出增强的药物敏感性和反应,彻底改变了疾病建模。通过促进组织电子界面的无缝交互,我们的平台为推进心脏建模和下一代生物电子应用提供了一个变革性的视角。
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引用次数: 0
Mapping life’s disparity and evolutionary constraints in a geometric complexity space 在几何复杂性空间中绘制生命的差异和进化约束
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.aea6945
Guillaume Dera, Elise Nardin, Laurent Risser, Marius Albino, Quentin Garnier, Marion Kardacz, Léa Monge-Waleryszak
The Earth’s biosphere exhibits a notable diversity of forms, yet the full morphological extent and limits of life remain largely unexplored. Here, we develop a geometric complexity space for comparing all known unicellular and multicellular phyla using fractal descriptors of the density and heterogeneity of body mass and structure. By applying this approach to a large set of extant biological shapes, we show that life exploits a tiny portion of structural possibilities, clustering around linear, rounded, and densely structured forms, while consistently avoiding complex heteromorphic ones. We show that this restriction results from deep physical, metabolic, and developmental limitations, shaped over geological time by the evolution of body size and ecological lifestyle. Our findings provide a global, quantitative perspective on the long-standing interplay between chance and necessity in evolution, with implications for the expected forms of life beyond Earth.
地球生物圈表现出显著的形态多样性,但生命的完整形态范围和极限在很大程度上仍未被探索。在这里,我们开发了一个几何复杂性空间来比较所有已知的单细胞和多细胞门,使用分形描述符密度和身体质量和结构的异质性。通过将这种方法应用于现存的大量生物形状,我们发现生命利用了结构可能性的一小部分,聚集在线性、圆形和密集结构的形式周围,同时始终避免复杂的异型形式。我们表明,这种限制是由身体、代谢和发育的深层限制造成的,这些限制是由身体大小和生态生活方式的进化在地质时期形成的。我们的发现为进化过程中偶然性和必然性之间的长期相互作用提供了一个全局的、定量的视角,并对地球以外的预期生命形式产生了影响。
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引用次数: 0
Quantitative modulation of a spatial enhancer through the biophysical properties of a transcription factor binding site 通过转录因子结合位点的生物物理特性定量调节空间增强子
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.adz5902
Conrad Fallon, Liucong Ling, Brendon H. Cooper, Stefano Ceolin, Tsu-Pei Chiu, Raktim Mitra, Bettina Mühling, Vani Srinivasan, Ayse Damla Durmaz, Daniel Veselinovic, Mahek Kothari, Athanasios Panagiotis Fylaktakis, William J. Glassford, Judith F. Kribelbauer-Swietek, Dimitrios K. Papadopoulos, Richard S. Mann, Remo Rohs, Nicolas Gompel
Fine-tuning of gene expression by transcription factors (TFs) is essential for normal development, but how TF binding is converted into precise expression levels is poorly understood. We used a Drosophila enhancer responding to the TF Distal-less (Dll) to investigate this relationship. By combining computational structure analysis and quantifying relative TFBS affinity and enhancer activity, we describe how TF concentration is converted into precise expression across the developing Drosophila wing. We show that, although the regulatory function of the enhancer generally follows the classical Hill equation, several additional terms are needed to describe the effects of affinity, orientation, sequence, and wing region on the maximum achievable expression and position of transcriptional activity in a tissue. We also found that Dll relies on two distinct sets of amino acid–DNA contacts for binding to higher affinity sites, but contacts are more evenly distributed at lower affinities. Our work integrates information at molecular and tissue scales to describe how the modulation of a single TFBS determines the regulatory function of an enhancer in a complex in vivo environment.
转录因子(TF)对基因表达的微调对正常发育至关重要,但人们对TF结合如何转化为精确的表达水平知之甚少。我们使用果蝇增强子响应TF远端无(Dll)来研究这种关系。通过结合计算结构分析和量化TFBS的相对亲和力和增强子活性,我们描述了TF浓度如何在发育中的果蝇翅膀上转化为精确表达。我们发现,尽管增强子的调控功能通常遵循经典的Hill方程,但还需要几个额外的术语来描述亲和性、取向、序列和翼区对组织中转录活性的最大可实现表达和位置的影响。我们还发现,Dll依赖于两组不同的氨基酸- dna接触来结合到高亲和力位点,但接触更均匀地分布在低亲和力位点。我们的工作整合了分子和组织尺度上的信息,以描述单个TFBS的调节如何在复杂的体内环境中决定增强子的调节功能。
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引用次数: 0
Direct evidence for poison use on microlithic arrowheads in Southern Africa at 60,000 years ago 六万年前非洲南部的微石箭头上有使用毒药的直接证据
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.adz3281
Sven Isaksson, Anders Högberg, Marlize Lombard
Poisoned weapons are a hallmark of advanced hunter-gatherer technology. Through targeted microchemical and biomolecular analyses, we identified traces of toxic plant alkaloids on backed microliths from Umhlatuzana Rock Shelter in KwaZulu-Natal, South Africa, excavated from a level dated to 60,000 years ago. The alkaloids buphandrine and epibuphanisine only originate from Amaryllidaceae indigenous to southern Africa. The most likely source is Boophone disticha (L.f.) Herb. bulb exudate, also associated with historically documented arrow poisons. To our knowledge, we present the first direct evidence for the application of this plant-based poison on the tips of Pleistocene hunting weapons. The discovery highlights the complexity of subsistence strategies and cognition in southern Africa since the mid-Pleistocene.
有毒武器是先进狩猎采集技术的标志。通过有针对性的微化学和生物分子分析,我们在南非夸祖鲁-纳塔尔省Umhlatuzana岩石避难所的背面微石上发现了有毒植物生物碱的痕迹,这些岩石出土于6万年前的水平。生物碱buphandrine和epibuphanisine仅起源于非洲南部的Amaryllidaceae。最有可能的来源是Boophone disticha (L.f。)赫伯特。球茎渗出物,也与历史记载的箭中毒有关。据我们所知,我们提出了第一个直接证据,证明这种植物毒素应用于更新世狩猎武器的尖端。这一发现凸显了自更新世中期以来非洲南部生存策略和认知的复杂性。
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引用次数: 0
Beyond averages: Why Arctic extremes matter 超越平均值:为什么北极极端天气很重要
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.aee7980
Torben R. Christensen
Arctic extremes—not only gradual trends—are reshaping ecosystems. Sustained monitoring is vital to detect, understand, and respond to these transformative events.
北极的极端现象——不仅仅是渐进的趋势——正在重塑生态系统。持续监测对于发现、了解和应对这些变革性事件至关重要。
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引用次数: 0
STING stimulation via supramolecular prodrug hydrogel boosts innate-adaptive immune cross-talk to prevent glioblastoma recurrence 通过超分子前药水凝胶刺激STING促进先天适应性免疫串扰,防止胶质母细胞瘤复发
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.adx9671
Qi Shang, Chenwei Jiang, Mingmei Guo, Minglu Tang, Jiapei Yang, Junjie Xie, Xiaoran An, Qiang Zhang, Feihu Wang
Glioblastoma multiforme (GBM), the most aggressive primary brain tumor, demonstrates persistent resistance to immunotherapy due to its profoundly immunosuppressive microenvironment and markedly limited T cell infiltration. In this context, we engineered a STING agonist–incorporated prodrug hydrogel that orchestrates dual activation of innate and adaptive immunity to prevent postoperative GBM recurrence. We found that this in situ–forming hydrogel integrates seamlessly with tumor resection procedures, serves as a drug depot for sustained tumoral releases of therapeutic agents, and thus reprograms the tumor microenvironment by promoting M1 macrophage polarization, suppressing regulatory T cell activity, and enhancing cytotoxic T lymphocyte infiltration, thereby establishing a robust antitumor immune response. As a postoperative adjuvant therapy, the hydrogel effectively inhibits orthotopic GBM recurrence and extends animal survival while establishing durable immune memory against tumor rechallenge. Our findings demonstrate the translational potential of immunologically engineered hydrogels for STING-activated immunotherapy in preventing postresection GBM recurrence.
多形胶质母细胞瘤(GBM)是最具侵袭性的原发性脑肿瘤,由于其深刻的免疫抑制微环境和明显限制的T细胞浸润,对免疫治疗表现出持续的耐药性。在这种情况下,我们设计了一种含有STING激动剂的前药水凝胶,它协调先天免疫和适应性免疫的双重激活,以防止GBM术后复发。我们发现这种原位形成的水凝胶与肿瘤切除过程无缝结合,作为治疗药物持续释放的药物仓库,从而通过促进M1巨噬细胞极化,抑制调节性T细胞活性,增强细胞毒性T淋巴细胞浸润来重新编程肿瘤微环境,从而建立强大的抗肿瘤免疫反应。作为术后辅助治疗,水凝胶有效抑制原位GBM复发,延长动物生存时间,同时建立持久的免疫记忆,抵抗肿瘤再攻击。我们的研究结果证明了免疫工程水凝胶在sting激活免疫治疗中预防GBM切除术后复发的转化潜力。
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引用次数: 0
Nectin-4 PET for predicting enfortumab vedotin dose-response in urothelial carcinoma Nectin-4 PET预测尿路上皮癌中维多汀的剂量反应
IF 12.5 1区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-01-07 DOI: 10.1126/sciadv.ady1111
Akhilesh Mishra, Ajay Kumar Sharma, Kuldeep Gupta, Dhanush S. Banka, Burles A. Johnson, Jean Hoffman-Censits, Peng Huang, David J. McConkey, Sridhar Nimmagadda
Optimizing dosing strategies is critical to balance effectiveness and toxicity, especially for drugs with narrow therapeutic windows such as antibody-drug conjugates (ADCs). This study evaluates whether positron emission tomography (PET) imaging targeting Nectin-4 can noninvasively quantify the real-time interaction of the ADC enfortumab vedotin (EV) with tumors in urothelial carcinoma. Using the imaging agent [68Ga]AJ647, dynamic changes in the interaction of EV with Nectin-4 were measured across preclinical models and correlated with therapeutic responses. PET imaging identified dose-dependent variations in Nectin-4 engagement, with suboptimal EV doses resulting in incomplete Nectin-4 engagement and increased tumor growth. Crucially, PET-measured target engagement predicted therapeutic outcomes more reliably than either drug dose or baseline target expression. By defining effective target engagement levels needed for optimal therapeutic outcomes, PET imaging provides a clear benchmark for dosing decisions, maximizing efficacy while potentially reducing exposure to higher, toxic doses and thereby enhancing patient safety.
优化给药策略对于平衡有效性和毒性至关重要,特别是对于具有狭窄治疗窗口的药物,如抗体-药物偶联物(adc)。本研究评估了靶向Nectin-4的正电子发射断层扫描(PET)成像是否可以无创量化ADC enfortumab vedotin (EV)与尿路上皮癌肿瘤的实时相互作用。使用显像剂[68 Ga]AJ647,在临床前模型中测量EV与Nectin-4相互作用的动态变化,并与治疗反应相关。PET成像确定了Nectin-4结合的剂量依赖性变化,次优EV剂量导致Nectin-4不完全结合和肿瘤生长增加。至关重要的是,pet测量的靶点参与比药物剂量或基线靶点表达更可靠地预测治疗结果。通过定义最佳治疗结果所需的有效靶点接触水平,PET成像为剂量决策提供了明确的基准,最大限度地提高疗效,同时潜在地减少暴露于更高的毒性剂量,从而提高患者的安全性。
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引用次数: 0
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