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Whole-genome sequencing data for 2,778 cancer samples from 2,658 unique donors across 38 cancer types is used to reconstruct the evolutionary history of cancer, revealing that driver mutations can precede diagnosis by several years to decades.

Integrative analyses of transcriptome and whole-genome sequencing data for 1,188 tumours across 27 types of cancer are used to provide a comprehensive catalogue of RNA-level alterations in cancer.

In this study the authors consider the structural variants (SVs) present within cancer cases of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. They report hundreds of genes, including known cancer-associated genes for which the nearby presence of a SV breakpoint is associated with altered expression.

TRPM5 activation requires Ca²⁺ binding at an S1–S4 pocket in the transmembrane domain (TMD) and a modulatory site in the intracellular domain (ICD). Structural and functional analyses of TRPM5 with Ca²⁺, the agonist CBTA and the inhibitor triphenylphosphine oxide—all engaging the S1–S4 pocket—reveal how modulation of channel activity is communicated across the TMD and ICD.

Carbonate parameters in regions with low oxygen and high natural CO₂ are sensitive to added CO₂ but do not always suffer anthropogenic ocean acidification; outcomes depend on the combined action of available anthropogenic CO₂ and buffering

A large genome-wide association study of more than 5 million individuals reveals that 12,111 single-nucleotide polymorphisms account for nearly all the heritability of height attributable to common genetic variants.

Selective catalytic reduction of NOx to N₂ using methanol as the reductant (Methanol-SCR) offers a promising route for eliminating NOx emissions from methanol engines and coal-fired power plants, but its performance at low temperatures remains limited. Here, the authors identify a strategy to enhance low-temperature Methanol-SCR activity through the cooperation between zeolitic acid sites and single iron redox sites.

A multiancestry phenome-wide analysis of copy number variants in the UK Biobank genomes increases power to detect genetic associations with complex traits across human populations.

Vassy, Dornisch and colleagues developed a genomics-based prostate cancer risk model to support a randomized clinical trial of precision screening in a national healthcare system.

Genome-wide association studies (GWAS) have improved our understanding of the genetic basis of lung adenocarcinoma but known susceptibility variants explain only a small fraction of the familial risk. Here, the authors perform a two-stage GWAS and report 12 novel genetic loci associated with lung adenocarcinoma in East Asians.

Genome-wide association and fine-mapping analyses in ancestrally diverse populations implicate candidate causal genes and mechanisms underlying type 2 diabetes. Trans-ancestry genetic risk scores enhance transferability across populations.

Understanding deregulation of biological pathways in cancer can provide insight into disease etiology and potential therapies. Here, as part of the PanCancer Analysis of Whole Genomes (PCAWG) consortium, the authors present pathway and network analysis of 2583 whole cancer genomes from 27 tumour types.

In somatic cells the mechanisms maintaining the chromosome ends are normally inactivated; however, cancer cells can re-activate these pathways to support continuous growth. Here, the authors characterize the telomeric landscapes across tumour types and identify genomic alterations associated with different telomere maintenance mechanisms.

Whole-genome sequencing data from more than 2,500 cancers of 38 tumour types reveal 16 signatures that can be used to classify somatic structural variants, highlighting the diversity of genomic rearrangements in cancer.

Viral pathogen load in cancer genomes is estimated through analysis of sequencing data from 2,656 tumors across 35 cancer types using multiple pathogen-detection pipelines, identifying viruses in 382 genomic and 68 transcriptome datasets.

Analysis of cancer genome sequencing data has enabled the discovery of driver mutations. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium the authors present DriverPower, a software package that identifies coding and non-coding driver mutations within cancer whole genomes via consideration of mutational burden and functional impact evidence.

A pan-cancer genomic analysis reports the effects of structural variations on chromatin domains (TADs). Most TAD disruptions do not result in appreciable changes in expression of nearby genes.

The authors present SVclone, a computational method for inferring the cancer cell fraction of structural variants from whole-genome sequencing data.

Many tumours exhibit hypoxia (low oxygen) and hypoxic tumours often respond poorly to therapy. Here, the authors quantify hypoxia in 1188 tumours from 27 cancer types, showing elevated hypoxia links to increased mutational load, directing evolutionary trajectories.

Multi-omics datasets pose major challenges to data interpretation and hypothesis generation owing to their high-dimensional molecular profiles. Here, the authors develop ActivePathways method, which uses data fusion techniques for integrative pathway analysis of multi-omics data and candidate gene discovery.

Cancers evolve as they progress under differing selective pressures. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, the authors present the method TrackSig the estimates evolutionary trajectories of somatic mutational processes from single bulk tumour data.

The inter-system crossing induced by selenium may undesirably enhance formation of triplet excitons in non-fullerene acceptors, leading to increased non-radiative losses. Here, the authors introduce achiral N-alkyl substituents, achieving maximum efficiency of 20.4% for ternary organic solar cells.

Spiking neural networks are generally used for sequential information and event data processing but still lack high performance. Through algorithm and hardware co-design, Zhang et al. report a State Space Model based approach to implement on compute-in memory hardware, enabling asynchronous and real-time processing capability with high energy efficiency for event sequences.

Here, the authors perform large trans-ancestry fine-mapping analyses identifying large numbers of association signals and putative target genes for colorectal cancer risk, advancing our understanding of the genetic and biological basis of this cancer.

There is an intensive research effort in suppressing the first-cycle lithium loss in lithium-ion batteries. Now, a cathode prelithiation method with nanocomposites of conversion materials is demonstrated to compensate the initial lithium loss and improve the battery performance.

In this study, the authors present an fMRI‑based signature of corticospinal connections, which predicts individual pain sensitivity, generalizes to patient cohorts, and tracks changes after brain stimulation, suggesting a biomarker to guide personalized pain care.

All-solid-state batteries face practical challenges such as sustainable fabrication and low-stack pressure operation. Here, authors develop a modified dry-process technique to yield robust solid electrolyte-electrode interface for practical fabrication and operation of all-solid-state batteries.

MultiSTAAR provides a general and flexible statistical framework for functionally informed multi-trait rare variant analysis of biobank-scale sequencing studies by jointly analyzing multiple traits and incorporating annotation information.

Recycling lithium (Li) from spent Li-ion batteries (LIBs) can promote the circularity of Li resources, but often requires substantial chemical and energy inputs. This study shows an electrochemical method enabling Li recycling from spent LIBs with electricity generation and minimized chemical input.

ATP release through large-pore channels is essential for cell communication. Here, the authors reveal how structural flexibility in the PANX1 pore enables selective passage of molecules like ATP and identify mefloquine as a positive modulator acting through a newly identified binding site.

Kim, Wang, Clow and colleagues show that long-range chromatin loops bringing distal enhancers or super-enhancers together with promoters are cohesin dependent and cell type specific, whereas most short-range and promoter-centric transcriptional loops are cohesin independent and constitutive.

Mitochondria that are transported from satellite glial cells in dorsal root ganglia to peripheral sensory neurons through tunneling nanotube-like structures provide protection against peripheral neuropathy.

Earth-abundant TiO₂ is a promising negative electrode material for low-cost sodium-ion batteries. Here, authors show that ordered rocksalt NaTiO₂ nanograins are in situ formed by electrochemically cycling with Na⁺ ions in anatase TiO₂, which determines the pseudocapacitive high-rate capability.

The stacked and brittle 2D layered structure of molybdenum disulphide limits its practical application in lithium ion batteries. Here, authors report a dewetting-induced manufacture strategy to create the interpenetrating network and induce the pseudocapacity to improve the electrochemical performance.

Insufficient electron injection remains a limiting factor for the performance of stretchable organic light-emitting diodes. Here designs for both electron transport layer and cathode in stretchable organic light-emitting diodes are reported to achieve efficient electron injection.

Van der Waals materials of the MB₂T₄ family (M = transition metal or rare-earth metal, B = Bi or Sb, T = Te, Se, or S) have attracted interest for their magnetic and topological properties, but their direct synthesis into 2D form remains challenging. Here the authors report a flux-assisted, phase-controlled growth strategy to directly grow six magnetic 2D MB₂T₄ crystals.

A nanoporous polyimide film filled with a solid polymer electrolyte has high ionic conductivity and high mechanical strength. An all-solid-state battery made with an approximately 10-μm-thick film shows good cyclability at 60 °C and no dendrite formation.

Electric control of Li⁺ ion migration within MoS₂ multilayer films allows the realization of memristive devices that can be connected in-plane to show synaptic competition and cooperation behaviours.

Zhang, Chang et al. identify the protein TMEM65 as the mitochondrial Na⁺/Ca²⁺ exchanger, showing that it dimerizes to mediate ion transport and contains a binding site for a well-known inhibitor of mitochondrial Na⁺/Ca²⁺ exchange.

The neural circuits that transmit cool signals remain not fully understood. Here, authors identify a spinal circuit in mice that transmits cool sensations from the skin to the brain, revealing a dedicated neural pathway for detecting innocuous cool temperatures.

A global network of researchers was formed to investigate the role of human genetics in SARS-CoV-2 infection and COVID-19 severity; this paper reports 13 genome-wide significant loci and potentially actionable mechanisms in response to infection.

Protonic ceramic electrochemical cells (PCECs) interconvert hydrogen and electricity and therefore have potential as long-duration energy storage systems, but the durability of these devices under industrially relevant conditions is limited. Here the authors report a PCEC that maintains low degradation rates throughout exceptionally long-term durability tests.

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.

DeepRETStroke is a deep learning system using retinal photographs to detect silent brain infarction and predict future stroke events.

Maintaining proper reactive oxygen species (ROS) balance is critical for cellular and individual health, yet its dynamic nature encumbers monitoring and assessment. Here the authors propose a platform using mass cytometry-based detection, termed SN-ROP, to identify distinct ROS profiles associated with specific immune cell functions and disease states.

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.

The authors leverage a super-bunching light to develop a spectrally encoded parallel LiDAR that achieves crosstalk-free optical channel division and supports effective long-range detection beyond conventional pulse-period limitations without requiring additional encoding or decoding.