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CellMap: precision mapping of cellular landscape in spatial transcriptomics

delete2026-01-13
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PRE
AI
H
Hongjia Liu
H
Huamei Li
A
Amit Sharma
G
Guoyan Tang
Z
Zongyu Xie
S
Shen, Yunyao
Q
Qiong Li
C
Chen Gong
X
Xiao Sun
K
Kun Luo *
H
Hongde Liu *
DOI:10.1093/nar/gkaf1484delete
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摘要

摘要

En 中文
整合单细胞RNA测序和空间转录组学是当前手动探索细胞混合物景观的迫切需求。在此,我们开发了CellMap(https://github.com/liuhong-jia/CellMap),一种能够将空间转录组学点在单细胞分辨率下解析的计算工具。CellMap结合了包含种子基因共线性、随机森林模型和线性分配算法的策略,以实现单细胞到空间点的最优分配。通过跨不同平台和组织类型的全面基准测试,我们证明了CellMap优于现有方法。
Keyword:
SINGLE-CELL
ARCHITECTURE
REVEALS
SEQ
IMMUNOTHERAPY
DIVERSITY
ATLAS

期刊

Nucleic Acids Research 封面图
Nucleic Acids Research
IF:
13.1
论文数:
3.6W
被引数:
29.0W

机构

U
university of bonn
学者数:
3.3W
论文数: 2.6W
被引数: 29
X
Xinjiang Medical University
学者数:
8.7K
论文数: 4.0K
被引数: 3.5K
S
southeast university - china
学者数:
5.3W
论文数: 4.9W
被引数: 57
N
nanjing university
学者数:
7.8W
论文数: 5.6W
被引数: 87
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