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Published in 2021 at "Analytical Chemistry"
DOI: 10.1021/acs.analchem.0c04572
Abstract: Mass spectrometry imaging (MSI) can analyze the spatial distribution of hundreds of different molecules directly from tissue sections usually placed on conductive glass slides to provide conductivity on the sample surface. Additional experiments are often…
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Keywords:
spatial omics;
single conductive;
conductive slide;
mass spectrometry ... See more keywords
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Published in 2025 at "ACS nano"
DOI: 10.1021/acsnano.4c18470
Abstract: Spatial omics is emerging as a focus of life sciences because of its applications in investigating the molecular mechanisms of cancer, mapping cellular distributions, and revealing specific cellular ecological niches. Notably, the in-depth acquisition of…
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Keywords:
advancements nanomaterials;
spatial omics;
molecular probes;
nanomaterials molecular ... See more keywords
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Published in 2024 at "Nature Communications"
DOI: 10.1038/s41467-023-44367-9
Abstract: Tissue structure identification is a crucial task in spatial omics data analysis, for which increasingly complex models, such as Graph Neural Networks and Bayesian networks, are employed. However, whether increased model complexity can effectively lead…
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Keywords:
tissue structure;
structure identification;
identification;
spatial omics ... See more keywords
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Published in 2024 at "Nature Genetics"
DOI: 10.1038/s41588-024-01664-3
Abstract: Spatial omics data are clustered to define both cell types and tissue domains. We present Building Aggregates with a Neighborhood Kernel and Spatial Yardstick (BANKSY), an algorithm that unifies these two spatial clustering problems by…
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Keywords:
banksy;
domain segmentation;
spatial omics;
cell typing ... See more keywords
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Published in 2022 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btac303
Abstract: Abstract Summary Tumor heterogeneity has emerged as a fundamental property of most human cancers, with broad implications for diagnosis and treatment. Recently, spatial omics have enabled spatial tumor profiling, however computational resources that exploit the…
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Keywords:
tumor heterogeneity;
heterogeneity;
analysis tumor;
heterogeneity spatial ... See more keywords
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Published in 2025 at "GigaScience"
DOI: 10.1093/gigascience/giaf128
Abstract: Abstract Technological breakthroughs in spatial omics and artificial intelligence (AI) have the potential to transform the understanding of cancer cells and the tumor microenvironment. Here we review the role of AI in spatial omics, discussing…
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Keywords:
approaches cancer;
cancer;
spatial omics;
cancer spatial ... See more keywords
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Published in 2022 at "Nucleic Acids Research"
DOI: 10.1093/nar/gkac874
Abstract: Abstract Spatial omics is a rapidly evolving approach for exploring tissue microenvironment and cellular networks by integrating spatial knowledge with transcript or protein expression information. However, there is a lack of databases for users to…
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Keywords:
platform;
database;
analysis;
spatial omics ... See more keywords
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Published in 2024 at "Hepatology"
DOI: 10.1097/hep.0000000000000866
Abstract: Steatohepatitis with diverse etiologies is the most common histological manifestation in patients with liver disease. However, there are currently no specific histopathological features pathognomonic for metabolic dysfunction-associated steatotic liver disease (MASLD), alcohol-related liver disease (ALD),…
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Keywords:
spatial omics;
pathology spatial;
digital pathology;
pathology ... See more keywords
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Published in 2025 at "Nucleic Acids Research"
DOI: 10.1101/2024.11.28.625845
Abstract: Benchmarks are crucial to understanding the strengths and weaknesses of the growing number of tools for single-cell and spatial omics analysis. A key task is to distinguish subpopulations within complex tissues, where evaluation typically relies…
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Keywords:
detection;
single cell;
spatial omics;
cell ... See more keywords
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Published in 2022 at "Acta Physiologica"
DOI: 10.1111/apha.13848
Abstract: Single cell multi‐ ‘Omics and Spatial Transcriptomics are prominent technological highlights of recent years, and both fields still witness a ceaseless firework of novel approaches for high resolution profiling of additional omics layers. As all…
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Keywords:
omics revolutionize;
cell spatial;
physiology;
single cell ... See more keywords
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Published in 2023 at "Infection and Immunity"
DOI: 10.1128/iai.00442-22
Abstract: The biology of a cell, whether it is a unicellular organism or part of a multicellular network, is influenced by cell type, temporal changes in cell state, and the cell’s environment. Spatial cues play a…
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Keywords:
cell;
pathogenesis era;
spatial omics;
microbial pathogenesis ... See more keywords