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In mice, DHPS supports the maturation, maintenance and function of tissue-resident macrophages via the polyamine–hypusine axis, with implications for macrophage-targeting therapies.

Genomic analyses applied to 14 childhood- and adult-onset psychiatric disorders identifies five underlying genomic factors that explain the majority of the genetic variance of the individual disorders.

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.

Here the authors functionally characterize hepatocellular carcinoma associated tertiary lymphoid structures (TLS) in patients treated with neoadjuvant immunotherapy and present further evidence for using these TLS as a biomarker of response to therapy.

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

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.

GM-CSF-secreting whole-cell cancer vaccine (GVAX) promotes T-cell response against a range of tumor associated antigens in patients with pancreatic adenocarcinoma (PDA). Here the authors report the results of the initial three treatment arms of a platform trial of neoadjuvant and adjuvant GVAX alone or in combination with PD-1 antagonist and CD137 agonist antibodies in patients with resectable PDA.

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.

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.

Anagnostou et al. present an improved predictor of response to immune checkpoint blockade that integrates estimates of tumor mutational burden corrected for tumor purity, RTK genomic alterations, a smoking-related mutational signature and HLA status.

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.

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.

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.

Federated learning (FL) algorithms have emerged as a promising solution to train models for healthcare imaging across institutions while preserving privacy. Here, the authors describe the Federated Tumor Segmentation (FeTS) challenge for the decentralised benchmarking of FL algorithms and evaluation of Healthcare AI algorithm generalizability in real-world cancer imaging datasets.

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.

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 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.

Colobomatous microphthalmia often lacks a genetic diagnosis despite its developmental complexity. Here, the authors show that rare variants in NR6A1 cause a syndromic form with eye, kidney, and vertebral defects, supported by zebrafish functional validation.

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.

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.

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.

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.

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.

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.

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.

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.

Yarchoan and colleagues present a single-arm phase 1 clinical trial of cabozantinib with immune checkpoint inhibition for patients with hepatocellular carcinoma. Using high-dimensional spatial analysis, they identify immune features enriched in responders.

CRISPR-Cas13 RNA-targeting systems comprise an invaluable set of tools in the fields of basic and applied sciences. Here, Moreno-Sánchez, Hernández-Huertas, and Nahón-Cano et al. enhanced the use of the CRISPR-RfxCas13d system in zebrafish for targeted depletion of endogenous mRNAs.

RUVBL1 and RUVBL2 are AAA+ ATPases that are involved in transcriptional regulation. Here, the authors discover that RUVBL1/2 regulation of KLF5 modulates both classical and basal-like transcriptional lineage programs in pancreatic cancer.

The aging immune system is characterized by changes in immune cell frequencies and functionality. Here the authors report dynamics of age-related divergence of circulating immune responses in patients with solid tumors treated with immune checkpoint inhibitors

T cell exhaustion limits antitumor immune responses. Vignali and colleagues identify neuropilin-1 as a novel immune checkpoint that cell-intrinsically operates to limit memory cell formation and can be targeted to enhance antitumor responses.

As presented at the ESMO Congress 2025: Results of the phase 2/3 AGITG DYNAMIC-III trial show that de-escalated chemotherapy based on ctDNA-negative status in patients with stage III colon cancer did not meet non-inferiority for 3-year recurrence-free survival when compared to standard of care, although it enables better informed treatment decisions.

Analysis of mitochondrial genomes (mtDNA) by using whole-genome sequencing data from 2,658 cancer samples across 38 cancer types identifies hypermutated mtDNA cases, frequent somatic nuclear transfer of mtDNA and high variability of mtDNA copy number in many cancers.

It is shown for the first time that a vertebrate-specific member of the TATA-box-binding protein (TBP) family, called TRF3, controls haematopoiesis in zebrafish embryogenesis.

Analysis of whole-genome sequencing data across 2,658 tumors spanning 38 cancer types shows that chromothripsis is pervasive, with a frequency of more than 50% in several cancer types, contributing to oncogene amplification, gene inactivation and cancer genome evolution.

Efficient, large-scale genomic analysis is facilitated on the cloud by a computational tool with error-diagnosing and self-healing capabilities.

Jaffe et al. profile the granule cell layer of the human hippocampus and find unique molecular associations for aging and genetic variation, as well as diagnosis with schizophrenia and its genetic risk, that were previously undiscovered in homogenate tissue.

A task in which participants learned to perform inference led to the formation of hippocampal representations whose geometric properties reflected the latent structure of the task, indicating that abstract or disentangled neural representations are important for complex cognition.

Imaging live cells at nanometre resolution is challenging because radiation damage kills the cells during exposure. Here, the authors overcome this difficulty in a ‘diffraction before destruction’ experiment using an X-ray laser and record signal to 4 nm resolution on a free-flying cell.

Sudipto Roy, Carol Wicking, Carsten Bergmann and colleagues report that mutations in DZIP1L cause autosomal recessive polycystic kidney disease (ARPKD). Through studies of mouse and zebrafish models of DZIP1L loss of function, the authors demonstrate that DZIP1L is required for proper function of the periciliary diffusion barrier.

Sinonasal squamous cell carcinoma (SNSCC) is an uncommon tumor, which has been associated with the human papillomavirus (HPV). Here the authors perform comprehensive genome-wide characterization of HPV-associated and HPV-independent SNSCC patient samples to reveal molecular patterns of tumorigenesis and identify HPV-driven mutational profiles.

Platelet aggregation is associated with myocardial infarction and stroke. Here, the authors have conducted a whole genome sequencing association study on platelet aggregation, discovering a locus in RGS18, where enhancer assays suggest an effect on activity of haematopoeitic lineage transcription factors.

Cancer cells have been shown to be dependent upon glutamine for growth. Here, the authors show that intracellular asparagine, a glutamine-derived metabolite, is critical to cancer cell growth and can compensate glutamine deficiency by acting as an amino acid exchange factor.