CVAM: CNA Profile Inference of the Spatial Transcriptome Based on the VGAE and HMM

Tumors are often polyclonal due to copy number alteration (CNA) events. Through the CNA profile, we can understand the tumor heterogeneity and consistency. CNA information is usually obtained through DNA sequencing. However, many existing studies have shown a positive correlation between the gene ex...

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Vydané v:	Biomolecules (Basel, Switzerland) Ročník 13; číslo 5; s. 767
Hlavní autori:	Ma, Jian, Guo, Jingjing, Fan, Zhiwei, Zhao, Weiling, Zhou, Xiaobo
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Switzerland MDPI AG 28.04.2023 MDPI
Predmet:	Algorithms Analysis Chromosomes Cloning Copy number copy number alteration Copy number variations DNA Copy Number Variations - genetics DNA sequencing DNA testing Gene Dosage Gene expression Genetic aspects Genomes Genomics Health aspects HMM Humans Machine learning Methods Mutation Neoplasms - genetics Neural networks Normal distribution Spatial distribution spatial transcriptome Transcriptome - genetics Transcriptomes Tumors variational graph convolutional autoencoder China HMM spatial transcriptome variational graph convolutional autoencoder copy number alteration
ISSN:	2218-273X, 2218-273X
On-line prístup:	Získať plný text
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