Integrating Spatial Proteogenomics in Cancer Research
Xx xx. ABSTRACT Background: Spatial proteogenomics marks a paradigm shift in oncology by integrating molecular analysis with spatial information from both spatial proteomics and other data modalities (e.g., spatial transcriptomics), thereby unveiling tumor heterogeneity and dynamic changes in the microenvironment.
Yida Wang +13 more
wiley +1 more source
Self-supervised pretraining with NuSPIRe unlocks nuclear morphology-driven insights in spatial omics. [PDF]
Hua Y, Li S, Zhang Y.
europepmc +1 more source
A Guide for Spatial Omics Technologies: Innovation, Evaluation, and Application
This review presents a strategy‐centric framework for spatial omics technologies, organizing methods by how spatial information is experimentally encoded. It compares key performance trade‐offs across sequencing‐ and imaging‐based approaches, examines computational and practical limitations, and highlights biomedical applications. The analysis provides
Xiaofeng Wu +5 more
wiley +1 more source
SpatialESD: Spatial Ensemble Domain Detection in Spatial Transcriptomics
ABSTRACT Spatial transcriptomics (ST) measures gene expression while preserving spatial context within tissues. One of the key tasks in ST analysis is spatial domain detection, which remains challenging due to the complex structure of ST data and the varying performance of individual clustering methods. To address this, we propose SpatialESD, a Spatial
Hongyan Cao +11 more
wiley +1 more source
From Histology to High-Resolution Mapping: The Rise of Spatial Omics in Immunology. [PDF]
De Giovanni M, Inverso D, Iannacone M.
europepmc +1 more source
3D integrated spatial OMICS data
Spatial OMICS data sets integrated in 3D models of whole developmental ...
openaire +1 more source
Dysregulation of the PATZ1/CTCF Balance Silences ZBTB20 to Drive Melanoma Progression
This study uncovers a new oncogenic mechanism in melanoma. The transcription factor PATZ1 competes with the architectural protein CTCF for DNA binding, thereby disrupting a specific chromatin loop and silencing the tumor suppressor ZBTB20. This event unleashes the pro‐tumorigenic PMEPA1‐p38‐STAT1 signaling axis, promoting cancer progression.
Chaowei Deng +8 more
wiley +1 more source
InSituPy: a framework for histology-guided, multi-sample analysis of single-cell spatial omics data. [PDF]
Wirth J +4 more
europepmc +1 more source
BiSCALE: A pathology‐driven deep learning framework for multi‐scale gene expression prediction from whole‐slide images. It accurately infers bulk and near‐cellular spot‐level expression, links predictions to clinical phenotypes, identifies disease‐associated niches, and enables applications in risk stratification and cell‐identity annotation, providing
Hailong Zheng +8 more
wiley +1 more source
Advances in the pathophysiological study of brain development: application of cerebral organoid combined with Spatial omics technology. [PDF]
Wang J, Sun Z, Zhou Y, Wang L, Liu J.
europepmc +1 more source

