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Currently reported early-diagnostic method for Pancreatic Ductal Adenocarcinoma (PDAC) tends to be invasive and usually time-consuming. Here, this group reports an early diagnostic method of PDAC using a signal-enhanced lateral flow immunoassay which can generate a strong colorimetric signal through multiple hotspots formed by plasmonic gold nanoparticles assembled on silica nanoparticles.

A cold-injection method based on pseudo-emulsion enables scalable synthesis of stable, pure-green perovskite nanocrystals with near-unity photoluminescence quantum yield, achieved through defect-suppressing slow polybromide plumbate assembly at cold temperatures.

Fabrication of fully stretchable organic light-emitting diodes incorporating an intrinsically stretchable exciplex-assisted phosphorescent layer along with MXene-contact stretchable electrodes is described, demonstrating high efficiency and mechanical compliance for applications in next-generation wearable and deformable displays.

The Taiwan Precision Medicine Initiative recruited and genotyped more than half a million Taiwanese participants, almost all of Han Chinese ancestry, and performed comprehensive genomic analyses and developed polygenic risk score prediction models for numerous health conditions.

The Taiwan Precision Medicine Initiative (TPMI) has built a cohort of more than half a million individuals with Han Chinese ancestry, providing a rich resource of genetic and medical data for this group.

Here the authors reveal a study of 486,956 Han Chinese individuals showing that most people with genetic variants affecting drug response do not have the predicted adverse events, highlighting the challenges of implementing pharmacogenetics in clinical practice.

Identifying jets originating from heavy quarks plays a fundamental role in hadronic collider experiments. In this work, the ATLAS Collaboration describes and tests a transformer-based neural network architecture for jet flavour tagging based on low-level input and physics-inspired constraints.

Climate limits where insects can live and which species can coexist. Using thermal tolerances of 653 moths on Asian mountains, this study shows warmer temperatures broaden thermal tolerance traits diversity; daily variation has little influence, and strong seasonality mildly weakens this pattern.

Tau protein has been observed to form condensates in various contexts. Here, the authors show that tau can form DNA-anchored droplets that organize nearby microtubules, pointing to a role in mitosis.

Small cell lung cancer (SCLC) is aggressive with limited therapeutic options. Here, authors find that loss of CRACD induces neuroendocrine plasticity and immune evasion and suggest manipulating the CRACD-EZH2-MHC-I axis as a potential therapeutic strategy for SCLC.

Korobkina et al. show that ACLY in brown fat prevents metabolic overload in the tricarboxylic acid cycle, thus ensuring adequate thermogenesis by avoiding cellular stress.

An ultra-rapid antimicrobial susceptibility testing method is introduced that bypasses the need for traditional blood culture, demonstrating the potential to significantly reduce the turnaround time of reporting drug susceptibility profiles.

Methane monooxygenase (MMO) is capable of methane activation under ambient conditions, but most MMO applications are hindered by the slow electron transfer from NADH to the reductase and further to the hydroxylase. Here, the authors report an NADH-free biosolar platform for the conversion of methane to methanol, featuring high catalytic productivity using xanthene dyes as light harvesters.

A travelling wave inside a metal slit can reveal its own waveform by probing deflecting motions of charged particles. Here, a real-time THz oscilloscope was demonstrated by utilizing the relativistic electrons and the subwavelength slit waveguide.

An analogue memory built from a two-dimensional material with antimony contacts enables very high, energy-efficient in-memory searches and k-nearest-neighbour classification, offering a scalable, low-power hardware platform for real-time edge artificial intelligence applications.

The COMPASS trial is a prospective observational study seeking to establish biomarkers in advanced pancreatic cancer through in-depth profiling prior to commencing chemotherapy. Here, the authors report the final data for the complete cohort of 268 patients enrolled in the COMPASS trial.

Scaling effects on ferroelectric domains could impact applications for next-generation miniaturized devices. Here brownmillerite oxides are shown to demonstrate ferroelectric domains with widths down to the sub-unit-cell level.

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.

Cell type labelling in single-cell datasets remains a major bottleneck. Here, the authors present AnnDictionary, an open-source toolkit that enables atlas-scale analysis and provides the first benchmark of LLMs for de novo cell type annotation from marker genes, showing high accuracy at low cost.

Graphene photodetectors to date have been based on field effect transistor structures and not suitable for large-scale devices. Here, the authors report an all-graphene photodetector composed of chemical vapour deposition graphene, which displays a photoresponsivity of up to 1.0 A W⁻¹.

CRISPR activators are powerful tools for controlling gene expression, but they suffer from inconsistent efficacy and high toxicity. Here, authors develop a high-throughput method to test thousands of CRISPR activators, revealing distinct principles of activator biology and delivering improved tools.

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.

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.

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.

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 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.

In this study, Park, Haley, Le, Jung et al. perform a detailed characterization in vivo of metabolic flux distribution during thermogenesis and uncover brown fat nutrient fluxes and unexpected inter-organ metabolic crosstalk and glutamine utilization.

Inhibition of fatty acid synthase, FASN, blocks innate immune signaling through TLR/MyD88 in neutrophils by blocking palmitoylation of MyD88 by palmitoyltransferase zDHHC6 and improves outcomes in two mouse models of sepsis.

A hydrogel matrix fabricated by cryo-photocrosslinking enables the direct, scalable isolation of extracellular vesicles from diverse biofluids without preprocessing, allowing for in-gel preservation for long-term storage and biomedical applications.

iSCALE leverages histology and spatial transcriptomics to infer gene expression at super resolution in large tissues.

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.

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.

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.

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.

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.