Protocol to decipher complex spatial transcriptomics data using STMiner

Complex spatial transcriptomics (ST) data analysis can be challenging due to uneven sampling, sparsity, and ambiguous tissue boundaries. Here, we present a protocol for deciphering complex ST data using STMiner. We describe steps for installing STMiner, loading ST data into STMiner, and identifying spatially variable genes. We then detail procedures for determining gene sets associated with the structure of interest and obtaining spatial expression patterns. This protocol can be applied to varying resolutions and platforms, without additional reference data. For complete details on the use and execution of this protocol, please refer to Sun et al.<sup>1</sup>.

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Journal
STAR Protocols
Published
2025-05-22
DOI
https://doi.org/10.1016/j.xpro.2025.103838
Primary Topic
Single-cell and spatial transcriptomics
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article
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article

Protocol to decipher complex spatial transcriptomics data using STMiner

Peisen Sun, Kai Ye, Mingxuan Li
STAR Protocols
Single-cell and spatial transcriptomics
article

Protocol to decipher complex spatial transcriptomics data using STMiner

Peisen Sun, Kai Ye, Mingxuan Li
article en

Abstract

Complex spatial transcriptomics (ST) data analysis can be challenging due to uneven sampling, sparsity, and ambiguous tissue boundaries. Here, we present a protocol for deciphering complex ST data using STMiner. We describe steps for installing STMiner, loading ST data into STMiner, and identifying spatially variable genes. We then detail procedures for determining gene sets associated with the structure of interest and obtaining spatial expression patterns. This protocol can be applied to varying resolutions and platforms, without additional reference data. For complete details on the use and execution of this protocol, please refer to Sun et al.<sup>1</sup>.

STAR ProtocolsVol. 6(2)
First Affiliated Hospital of Xi'an Jiaotong University (CN), Xi'an Jiaotong University (CN)
Climate action
Openalex Percentile: Top 90%
Single-cell and spatial transcriptomics
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Protocol to decipher complex spatial transcriptomics data using STMiner — Peisen Sun, Kai Ye, et al. · STAR Protocols (2025) | TGRS Research Map | TGRS