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Processing heterogeneous visual data in edge-side intelligent machines is complex and inefficient. Here, the authors propose a hardware-software co-designed system using random resistive memory, achieving significant energy efficiency and training cost reductions.

The Nernst effect of transverse thermoelectric flow is usually small in less ordered systems with low charge mobility. Here, the authors show that conjugated polymers defy this expectation with Nernst effects orders of magnitude larger than predicted.

Rapid extracellular antigen profiling of a cohort of 194 individuals infected with SARS-CoV-2 uncovers diverse autoantibody responses that affect COVID-19 disease severity, progression and clinical and immunological characteristics.

A genome-wide association study including over 76,000 individuals with schizophrenia and over 243,000 control individuals identifies common variant associations at 287 genomic loci, and further fine-mapping analyses highlight the importance of genes involved in synaptic processes.

The coordination of pro- and anti-regenerative factors is essential for organ regeneration. The authors show here that proenkephalin-A, secreted by proximal renal tubules in zebrafish, negatively regulates hydrogen peroxide production remodelling H3K4me3 in renal progenitor cells and controlling kidney regeneration strength.

Achalasia is a rare motility disorder of the esophagus resulting from abnormal immune responses, but the immunologic mechanism is unclear. Here the authors use scRNA-seq of PBMC and esophageal lower sphincter tissue and find C1QC⁺ macrophages and tissue-resident memory T cells with expanded compositions and altered transcriptional profiles in achalasia.

A quantum microsatellite, with a payload weighing only 23 kilograms, in combination with portable ground stations that weigh merely 100 kilograms, is capable of performing space-to-ground real-time quantum key distribution.

Tong et al. describe a super pangenome assembled from long-read sequences of 545 wild and domesticated silkworms. Naturally selected (diapause, aposemantic coloration) or artificially selected (silk yield and fineness) sets of genes are delineated.

The complex and diverse molecular architectures along with broad biological activities of ent-kauranoids natural products attract increasing interest from synthetic chemists. Herein, the authors report the enantioselective total syntheses of C-19 oxygenated enmein-type ent-kauranoids, including (–)-macrocalyxoformins A and B and (–)-ludongnin C.

Exchange bias occurs in a variety of magnetic materials and heterostructures. The quintessential example occurs in antiferromagnetic/ferromagnetic heterostructures and has been employed extensively in magnetic memory devices. Here, via a specific field training protocol, the authors demonstrate an exchange bias of up to 400mT in odd layered MnBi2Te4.

By analysing the chemical abundance differences of pairs of co-moving stars born together, it is found that about 8% show chemical signatures that indicate ingestion of planetary material.

Realistic tumour models are critical for the development of clinically relevant treatments. Here, the authors develop a lung cancer assembloid model which recapitulates key components of the primary tumour, and can be used to predict clinical outcome.

Non-pharmaceutical interventions (NPIs) implemented to interrupt COVID-19 transmission may also impact the spread of other infectious diseases. Here, the authors estimate that influenza activity in China and the United States reduced by up to 80% when NPIs were in place in the 2019–2020 season.

Field experiments and network data show that the witchcraft label ‘zhu’ influences labour-sharing and intermarriage in a large network of southwest Chinese villages. Zhu is not an indicator of pro-sociality, but may function to spite or damage rivals.

In the face of global plastic pollution, enzymatic degradation of poly(ethylene terephthalate) (PET) has attracted much attention. Now, structural and biochemical studies reveal a minimal mutational strategy to increase the activity of PET-degrading enzymes, with potential evolutionary implications.

Leflunomide is used for the treatment of rheumatoid arthritis. Here, the authors show that effectiveness is limited in patients with higher levels of serum c-reactive protein (CRP). Using animal models, they show that higher CRP induces HIF1a expression, which in turn interferes with Leflunomide signalling, and that effectiveness of the drug is restored when HIF1a is pharmacologically inhibited.

Mixed-halide perovskites are of interest for photovoltaic devices, but light-induced halide segregation obstructs bandgap tuning and is not fully understood. Here the authors study the effects of strain and iodide/bromide ratio on light-induced halide segregation in mixed-halide perovskites.

Efficient electrocatalysts are crucial for the sustainable hydrogen production as an alternative clean fuel. Here, the authors explore a single-phase perovskite oxide as a high-performance hydrogen evolution electrocatalyst via super-exchange induced atomic scale synergistic active sites.

Antibody and antibody-avidity assays relying on near-infrared-fluorescence amplification by nanostructured plasmonic gold substrates accurately quantify antibodies to SARS-CoV-2 and to common viruses in human serum and saliva.

Lipid metabolism has been linked to iNKT function largely as it impacts processing and presentation of lipids they recognize. Here the authors show that iNKT-intrinsic lipid biosynthesis is important for their function but is impaired in tumors, and its restoration with PPARγ agonist drugs promotes anti-tumor iNKT response.

Type I interferons suppress viral infection. Ge and colleagues show that the kinase CK1ɛ contributes to this innate immune response by phosphorylating the signaling adaptor TRAF3 to facilitate the expression of type I interferons.

The authors developed a metabolic labeling method via incorporation of allyl-SAM analogs to profile transcriptome-wide m⁶A at base resolution, which enables identification of m⁶A motifs and clustered m⁶A sites.

Grain of indica rice accumulates more toxic cadmium (Cd) than japonica, but the underlying genetic basis is unclear. Here, the authors show that natural variation of OsCd1 contributes to divergence in grain Cd accumulation and transferring japonica allele to indica rice leads to reduced Cd accumulation.

Synthetic microbial communities are suitable for mixed substrates fermentation and long metabolic pathway engineering. Here, the authors combine fermentation experiments with mathematical modeling to reveal the effect of compositional and temporal changes on division of labor in cellulosic ethanol production using two yeast strains.

Gastric cancer has two distinct morphologic subtypes, intestinal and diffuse, that differ in genetic composition and clinical manifestation. Here, the authors carry out whole-genome sequencing of diffuse and intestinal gastric cancer samples and characterize the mutational landscape of these different subtypes.

Entanglement was observed in top–antitop quark events by the ATLAS experiment produced at the Large Hadron Collider at CERN using a proton–proton collision dataset with a centre-of-mass energy of √s  = 13 TeV and an integrated luminosity of 140 fb⁻¹.

A number of advanced tumours appear to evade immune recognition by natural killer cells by shedding the soluble major histocompatibility complex class-I-related ligand MICA, which inactivates the NKG2D receptor. Now the mechanism of shedding is shown to involve the protein disulphide isomerase ERp5.

Activation of ESCRT-mediated cell membrane repair can reduce the extent of tumor cell pyroptosis. Here the authors develop two formulations (an injectable hydrogel and a cell patch) for the sustained release of a Gasdermin-D bacteria-based delivery system and of biodegradable nanoparticles loaded with an ESCRT inhibitor, triggering pyroptosis and antitumor immune responses in preclinical cancer models.

High-quality de novo–assembled genomes of two cultivated allotetraploid cotton species and whole-genome comparative analyses provide insights into the evolution of cotton genomes and improvement of fiber quality and resilience to stress.

Gao et al. uncover p300-induced acetylation and HDAC2-mediated deacetylation of PD-L1, which modulate its nuclear translocation to affect the expression of immune genes and the efficacy of anti-PD-1 therapy.

Amyotrophic lateral sclerosis (ALS) is a rapidly progressing neurodegenerative disease. Here, Wray and colleagues identify association of the GPX3-TNIP1 locus with ALS using cross-ethnic meta-analyses.

The hyperproliferation of vascular smooth muscle cells underlies many vascular diseases. Here Xieet al. show that the splicing factor SRSF1 is an endogenous stimulator of human and mouse aortic smooth muscle cell proliferation via the Δ133p53/EGR1/KLF5 signalling axis, identifying potential therapeutic targets for vascular proliferative disorders.

Xu Tan, Yong Yang and colleagues identify patients with epidermolysis bullosa harboring mutations in KLHL24, which encodes a cullin 3–RBX1 ubiquitin ligase substrate receptor. They find that truncating mutations stabilize the protein by abolishing autoubiquitination, leading to enhanced ubiquitination and degradation of KRT14, the target substrate of KLHL24.