Nature Search

Using deep learning to generate key variables in global mitigation scenarios

Integrated assessment model-based scenarios are commonly used to project future emission pathways but suffer from submission biases and high computational cost. Here researchers develop a deep learning framework to generate synthetic scenarios and replicate key variables across a wide range of mitigation ambitions.

Peijin Li
Rongqi Zhu
Yang Ou
Research13 Jun 2025
Nature Climate Change

Volume: 15, P: 760-768
Chaperone-mediated autophagy manipulates PGC1α stability and governs energy metabolism under thermal stress

Thermogenic proteins like PGC1α are downregulated under thermal stress, but the underlying mechanisms are unclear. Here, the authors show that chaperone-mediated autophagy, regulated by PARK7, controls PGC1α stability and BAT function at thermoneutrality.

Yixiao Zhuang
Xinyi Zhang
Xingxing Kong
ResearchOpen Access14 May 2025
Nature Communications

Volume: 16, P: 1-16
Single-cell transcriptomics reveals aberrant skin-resident cell populations and identifies fibroblasts as a determinant in rosacea

Rosacea is a common chronic inflammatory skin disorder mainly affecting the central face. Here, a single-cell atlas of facial skin from rosacea patients and healthy individuals reveals the molecular and cellular changes in skin-resident cell populations and identifies fibroblasts as a determinant in rosacea development.

Mengting Chen
Li Yang
Ji Li
ResearchOpen Access09 Oct 2024
Nature Communications

Volume: 15, P: 1-16
Pressure-controlled free exciton and self-trapped exciton emission in quasi-one-dimensional hybrid lead bromides

Hybrid metal halides show sharp or broad emission from free excitons or self-trapped excitons depending on the structural dimensionality. Here, the authors realize control over both emission types through pressure regulation of quasi−1D samples.

Bin Xu
Yawen Li
Zewei Quan
ResearchOpen Access27 Aug 2024
Nature Communications

Volume: 15, P: 1-10
Giant magnetocaloric effect in spin supersolid candidate Na₂BaCo(PO₄)₂

Evidence for a quantum magnetic analogue of a supersolid appears in a recently synthesized antiferromagnet showing a strong magnetocaloric effect of the spin supersolid phase with potential for applications in sub-kelvin refrigeration.

Junsen Xiang
Chuandi Zhang
Gang Su
Research10 Jan 2024
Nature

Volume: 625, P: 270-275
Chirality locking charge density waves in a chiral crystal

The interplay between electron correlation and topological properties remains less understood. Here, the authors report a charge density wave (CDW) order on the (001) surface of a Weyl semimetal CoSi, where an energy gap modulates spatially with the CDW wave vector.

Geng Li
Haitao Yang
Hong-Jun Gao
ResearchOpen Access25 May 2022
Nature Communications

Volume: 13, P: 1-7
Spatial transition tensor of single cells

STT is a method that connects mRNA splicing and cell-state transitions across spatiotemporal scales and at single-cell resolution.

Peijie Zhou
Federico Bocci
Qing Nie
ResearchOpen Access16 May 2024
Nature Methods

Volume: 21, P: 1053-1062
Sealing mechanisms and enrichment patterns of deep coalbed methane: insights from the Jiaxian block, Ordos Basin

Qifan Zhang
Peijie Li
Zefan Wang
ResearchOpen Access12 May 2025
Scientific Reports

Volume: 15, P: 1-18
Macrophages in epididymal adipose tissue secrete osteopontin to regulate bone homeostasis

Visceral adipose tissue secretes cytokines to regulate the homeostasis of organs. Here, the authors show that epididymal white adipose tissue-secreted osteopontin induces lipophagocytic mobilization of macrophages and promotes bone matrix degradation via activating osteoclasts.

Bingyang Dai
Jiankun Xu
Ling Qin
ResearchOpen Access20 Jan 2022
Nature Communications

Volume: 13, P: 1-17
Visible-light-driven amino acids production from biomass-based feedstocks over ultrathin CdS nanosheets

Chemical production of amino acids from renewable carbon sources in an energy-saving manner is highly desirable. Here, the authors report visible-light-driven, CdS nanosheets-promoted synthesis of amino acids from biomass-based feedstock and NH3 under mild reaction conditions.

Song Song
Jiafu Qu
Ning Yan
ResearchOpen Access29 Sept 2020
Nature Communications

Volume: 11, P: 1-10
Thermal and electrical transport across a magnetic quantum critical point

The heavy-fermion compound YbRh₂Si₂ possesses a quantum critical point, at which the standard theory of electron behaviour in metals is expected to break down; such anomalous behaviour has now been observed.

Heike Pfau
Stefanie Hartmann
Frank Steglich
Research25 Apr 2012
Nature

Volume: 484, P: 493-497
Alterations in fecal microbiota composition and cytokine expression profiles in adolescents with depression: a case-control study

Yiwen Cheng
Zhangcheng Zhu
Weiming Hu
ResearchOpen Access09 Apr 2025
Scientific Reports

Volume: 15, P: 1-15
Dissecting transition cells from single-cell transcriptome data through multiscale stochastic dynamics

How to infer transient cells and cell-fate transitions from snap-shot single cell transcriptome dataset remains a major challenge. Here the authors present a multiscale approach to construct single-cell dynamical manifold, quantify cell stability, and compute transition trajectory and probability between cell states.

Peijie Zhou
Shuxiong Wang
Qing Nie
ResearchOpen Access23 Sept 2021
Nature Communications

Volume: 12, P: 1-15
Altitudinal dependence of PCBs and PBDEs in soil along the two sides of Mt. Sygera, southeastern Tibetan Plateau

Wenying Meng
Pu Wang
Guibin Jiang
ResearchOpen Access19 Sept 2018
Scientific Reports

Volume: 8, P: 1-7
Selective plasmon-driven catalysis for para-nitroaniline in aqueous environments

Lin Cui
Peijie Wang
Mengtao Sun
ResearchOpen Access09 Feb 2016
Scientific Reports

Volume: 6, P: 1-9
Giant local circular dichroism within an asymmetric plasmonic nanoparticle trimer

Hancong Wang
Zhipeng Li
Shuangchun Wen
ResearchOpen Access03 Feb 2015
Scientific Reports

Volume: 5, P: 1-6
A plasmon-driven selective surface catalytic reaction revealed by surface-enhanced Raman scattering in an electrochemical environment

Lin Cui
Peijie Wang
Mengtao Sun
ResearchOpen Access06 Jul 2015
Scientific Reports

Volume: 5, P: 1-10
Phosphatase LHPP confers prostate cancer ferroptosis activation by modulating the AKT-SKP2-ACSL4 pathway

Guoqing Xie
Ningyang Li
Zhenlin Huang
ResearchOpen Access11 Sept 2024
Cell Death & Disease

Volume: 15, P: 1-18
Prediction of oxidation resistance of Ti-V-Cr burn resistant titanium alloy based on machine learning

Yuanzhi Sun
Guangbao Mi
Liangju He
ResearchOpen Access14 Jan 2025
npj Materials Degradation

Volume: 9, P: 1-12
Effect of traditional Chinese exercise on the quality of life and depression for chronic diseases: a meta-analysis of randomised trials

Xueqiang Wang
Yanling Pi
Zhanbin Niu
ResearchOpen Access03 Nov 2015
Scientific Reports

Volume: 5, P: 1-16
The effect of resistance training on patients with secondary sarcopenia: a systematic review and meta-analysis

Fang Cheng
Na Li
Yuanpeng Liao
ResearchOpen Access20 Nov 2024
Scientific Reports

Volume: 14, P: 1-14
Myofibroblasts derived type V collagen promoting tissue mechanical stress and facilitating metastasis and therapy resistance of lung adenocarcinoma cells

Guangsheng Zhu
Yanan Wang
Jun Chen
ResearchOpen Access10 Jul 2024
Cell Death & Disease

Volume: 15, P: 1-13
Tuning charge density of chimeric antigen receptor optimizes tonic signaling and CAR-T cell fitness

Jian Chen
Shizhen Qiu
Haopeng Wang
ResearchOpen Access08 Mar 2023
Cell Research

Volume: 33, P: 341-354
Remotely excited Raman optical activity using chiral plasmon propagation in Ag nanowires

Mengtao Sun
Zhenglong Zhang
Hongxing Xu
ResearchOpen Access22 Nov 2013
Light: Science & Applications

Volume: 2, P: e112
Multivariate Optimization of Tenax TA-Thermal Extraction for Determining Gaseous Phase Organophosphate Esters in Air Samples

Julius Matsiko
Honghua Li
Guibin Jiang
ResearchOpen Access04 Mar 2019
Scientific Reports

Volume: 9, P: 1-12
Evidence of disruption of Si-rich microstructure in engineering-lightweight Al–12.2at.%Si alloy melt above liquidus temperature

Xixi Dong
Peijie Li
Monique Calvo-Dahlborg
ResearchOpen Access31 Jul 2020
Scientific Reports

Volume: 10, P: 1-11
Nanomeshed Si nanomembranes

Xun Han
Kyung Jin Seo
Hui Fang
ResearchOpen Access03 May 2019
npj Flexible Electronics

Volume: 3, P: 1-8

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