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This study reports graphene–amorphous carbon with interwoven networks, achieving a flexural strength of 203 MPa. Microscopy shows that crack deflection at graphene/amorphous interfaces underlies its superior performance.

Liver-produced GGPP binds adipocyte ACSL1, promoting triglyceride synthesis while inhibiting lipid oxidation. This liver-adipose axis determines metabolic health in obesity, offering a therapeutic target for obesity-related dysfunction.

Measurement-based quantum computing implements quantum algorithms by performing sequences of measurements on special classes of entangled states, such as cluster states. This approach has now been demonstrated on a superconducting quantum processor.

In a randomized controlled study at ICLR 2025, Thakkar et al. demonstrate that large language model-generated feedback can make reviews more informative while enhancing reviewer–author engagement.

Protein complexes are the machinery of life, yet mapping their structures across different species is challenging. This study presents an atlas of 1.1million cross-kingdom structures, revealing 181,671 high-confidence complexes that uncover new higher-order structures and evolutionary links.

Meiotic sex chromosome inactivation is essential for spermatogenesis, but how transcription is silenced after initiation remains unclear. Here, authors show that nucleolar components NPM1, SENP3 and rRNA form a phase-separated compartment that excludes RNA polymerase II to enforce XY chromosome silencing.

The photoelectric conversion efficiency of bulk photovoltaic devices has been limited by open circuit voltages or short circuit current densities. Here, authors construct a 2D in-plane device based on ferroelectric NbOBr₂ to improve photovoltaic performance and achieve a device efficiency of 1.25%.

Mitochondrial genomes of bilateral animals exhibit high variability in architectural rearrangement rates, but the reason for this disparity remains unknown. This study provides evidence that purifying selection mediated by locomotory capacity and species ecology is a major driver of mitogenomic architectural evolution.

Osteoporosis was revealed to pyroptosis-related inflammation. Here, the authors show multifunctional microsphere can retard osteoporosis by restoring bone homeostasis thorough pyroptosis blockade and hydrogen-mediated modulation of inflammation.

Low-loss superconducting aluminium cables and on-chip impedance transformers can be used to link qubit modules and create superconducting quantum computing networks with high-fidelity intermodule state transfer.

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.

Analyses of 2,658 whole genomes across 38 types of cancer identify the contribution of non-coding point mutations and structural variants to driving cancer.

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.

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.

The biological clock model LifeClock predicts biological age across all life stages from routine clinical data, revealing distinct pediatric and adult disease risk patterns.

Synthesizing single-atom catalysts through a general method presents a great challenge. Here the authors report that Fe, Co and Ni single-atom catalysts can be obtained using pre-located isolated Pt atoms as the catalyst and identify the role of Pt single atoms in the synthesis process.

Pulmonary type 2 inflammation is associated with type 2 innate lymphoid cells. Here the authors use the Collaborative Cross mouse panel to show that ILC2 abundance during type 2 lung inflammation is different across the panel and identify free-fatty acid receptor 3 (Ffar3) as a gene responsible and show cytokine and ILC2 functional changes.

Fernando Pardo-Manuel de Villena and colleagues generate a 3 × 3 diallel cross of three inbred mouse lines and examine gene expression in multiple tissues. They identify allelic imbalance favoring the expression of the paternal allele across the genome.

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.

The flagship paper of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes Consortium describes the generation of the integrative analyses of 2,658 cancer whole genomes and their matching normal tissues across 38 tumour types, the structures for international data sharing and standardized analyses, and the main scientific findings from across the consortium studies.

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.

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.

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.

An analysis of 2,954 genomes from 38 cancer subtypes identified 19,166 retrotransposition events in 35% of samples. Aberrant LINE-1 retrotranspositions can lead to the deletion of tumor-suppressor genes as well as the amplification of oncogenes.

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.

Some cancer patients first present with metastases where the location of the primary is unidentified; these are difficult to treat. In this study, using machine learning, the authors develop a method to determine the tissue of origin of a cancer based on whole sequencing data.

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.

The characterization of 4,645 whole-genome and 19,184 exome sequences, covering most types of cancer, identifies 81 single-base substitution, doublet-base substitution and small-insertion-and-deletion mutational signatures, providing a systematic overview of the mutational processes that contribute to cancer development.

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.

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.

Type 1 diabetes (T1D) results from autoimmune destruction of pancreatic islet β cells. Here the author show, by comparing the diabetes-sensitive NOD mouse strain with its congenic, diabetes-resistant ALR strain, and by genomic analyses of T1D patients and control, that mutations in the Myo9b gene may alter dendritic cells to contribute to autoimmune diabetes onset.

Critical-sized bone defects still present clinical challenges. Here the authors show that transplantation of neurotrophic supplement-incorporated hydrogel grafts promote full-thickness regeneration of the calvarium and perform scRNA-seq to reveal contributing stem/progenitor cells, notably a resident Msx1+ skeletal stem cell population.

Twisted-stacking MOF patterns with high g_lum (~ 0.4) and tailorable CPL performance by the combination of brush coating, heteroepitaxial growth and twisted-stacking techniques were developed, favoring the application in information encryption.

This study introduces the Cattle Cell Atlas, a single-cell expression resource including 1,793,854 cells from 59 tissues. Integrative analyses leveraging this atlas provide insights into the biology underlying bovine monogenic and complex traits.

Chirality transfer by chemical self-assembly has been studied intensively for years but chirality transfers along the same path remains elusive. Here the authors use a multiscale chemo-mechanical model to elucidate the mechanism underlying the chirality transfer via self-assembly in hierarchical camphorsulfonic acid doped polyaniline.

Efficient radiation monitoring ensures safety in nuclear power, but beta-ray scintillators should be developed for use near a highly radioactive and hot reactor. Here, the authors report a two-dimensional halide perovskite-based beta-ray scintillator with high irradiation hardness and thermotolerance.

Electrochromic devices offer dynamic modulation of light and heat but suffer from limited color tunability, sluggish switching speeds, and low coloration efficiency, especially in inorganic electrochromic materials, which impede their widespread adoption. Here, the authors show a complementary organic electrochromic device that employs dual conductive polymers and overcomes these limitations.

There’s an emerging body of evidence to show how biological sex impacts cancer incidence, treatment and underlying biology. Here, using a large pan-cancer dataset, the authors further highlight how sex differences shape the cancer genome.

With the generation of large pan-cancer whole-exome and whole-genome sequencing projects, a question remains about how comparable these datasets are. Here, using The Cancer Genome Atlas samples analysed as part of the Pan-Cancer Analysis of Whole Genomes project, the authors explore the concordance of mutations called by whole exome sequencing and whole genome sequencing techniques.

Zhangjun Fei and colleagues report the draft genome of a Chinese elite watermelon inbred line 97103 and resequencing of 20 diverse accessions that represent the three subspecies of Citrullus lunatus. Comparative genome-wide analyses identify the extent of genetic diversity and population structure of watermelon germplasm.

Zou et al. show that SMARCD3 regulates DAB1 activity and Reelin signalling in the developing cerebellum, which can be hijacked to promote medulloblastoma cell migration and metastatic dissemination.

It is critical to understand the factors that are associated with nasopharyngeal carcinoma (NPC) progression, metastasis and response to therapy. Here, the authors analyse primary and metastatic NPC samples using bulk and single-cell sequencing, and find two distinct evolutionary routes that lead to metastasis.

A new AI generative model leverages the use of synthetic images to effectively augment existing datasets, boosting performance across multiple medical applications

Xiaolu et al. evaluate the efficacy and safety of eribulin plus gemcitabine treatment for HER2-negative metastatic breast cancer patients. The combination treatment is effective in patients with HER2-negative metastatic breast cancer needing second-line or later treatment and has a predictable, manageable side effect profile.

Water has a role to play in the future of cooling but is currently limited by the lack of meaningful control methods. Here, authors demonstrate the ability of electrostatic fields to act as a catalyst for water-based evaporative cooling, paving the way for widescale adoption of evaporative cooling.

Preclinical studies have shown synergy in the combination of tifcemalimab (anti-BTLA antibody) with toripalimab (anti-PD-1 antibody) in lymphoma. Here, the authors report a clinical trial investigating tifcemalimab alone and in combination with toripalimab in patients with relapsed or refractory lymphoma.