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Single-cell spatial (scs) omics: Recent developments in data analysis

delete2025-02-01
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PRE
AI
J
José Camacho *
M
Michael Armstrong
L
Luz García
C
Caridad Díaz
C
Carolina Gómez‐Llorente
DOI:10.1016/j.trac.2024.118109delete
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Abstract

Abstract

En 中文
Over the past few years, technological advances have allowed for measurement of omics data at the cell level, creating a new type of data generally referred to as single-cell (sc) omics. On the other hand, the so-called spatial omics are a family of techniques that generate biological information in a spatial domain, for instance, in the volume of a tissue. In this survey, we are mostly interested in the intersection between sc and spatial (scs) omics and in the challenges and opportunities that this new type of data pose for downstream data analysis methodologies. Our goal is to cover all major omics modalities, including transcriptomics, genomics, epigenomics, proteomics and metabolomics.
Keywords:
Single-cell
Spatial
Omics
Data analysis
Computational

Journal

TRAC-Trends in Analytical Chemistry cover
TRAC-Trends in Analytical Chemistry
IF:
12
Papers:
7.3K
Citations:
3.9W

Organization

U
Univ Granada
Scholars:
1.0K
Papers: 479
Citations: 137
Cited Papers

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