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Editorial: Integrative analysis of single-cell and/or bulk multi-omics sequencing data.

作者信息

Chen Geng, Yu Rongshan, Chen Xingdong

机构信息

Stemirna Therapeutics Co., Ltd., Shanghai, China.

Department of Computer Science, School of Informatics, Xiamen University, Xiamen, China.

出版信息

Front Genet. 2023 Jan 4;13:1121999. doi: 10.3389/fgene.2022.1121999. eCollection 2022.

DOI:10.3389/fgene.2022.1121999
PMID:36685891
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9845394/
Abstract
摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aced/9845394/8e3ee66b1254/fgene-13-1121999-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aced/9845394/8e3ee66b1254/fgene-13-1121999-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aced/9845394/8e3ee66b1254/fgene-13-1121999-g001.jpg

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Front Genet. 2023-1-4

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[3]
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[5]
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[6]
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[7]
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[8]
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[9]
[Identification of disease targets for precision medicine by integrative analysis of multi-omics data].

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[10]
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引用本文的文献

[1]
Applications of single-cell multi-omics in liver cancer.

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本文引用的文献

[1]
Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment.

Nat Commun. 2022-11-23

[2]
A benchmark study of deep learning-based multi-omics data fusion methods for cancer.

Genome Biol. 2022-8-9

[3]
Recent advances in single-cell sequencing technologies.

Precis Clin Med. 2022-1-31

[4]
DAISM-DNN: Highly accurate cell type proportion estimation with data augmentation and deep neural networks.

Patterns (N Y). 2022-2-3

[5]
Single-Cell Sequencing: Current Applications in Precision Onco-Genomics and Cancer Therapeutics.

Cancers (Basel). 2022-1-28

[6]
Applications of single-cell sequencing in cancer research: progress and perspectives.

J Hematol Oncol. 2021-6-9

[7]
Advances in bulk and single-cell multi-omics approaches for systems biology and precision medicine.

Brief Bioinform. 2021-9-2

[8]
: batch effect adjustment for RNA-seq count data.

NAR Genom Bioinform. 2020-9

[9]
Guidelines for cell-type heterogeneity quantification based on a comparative analysis of reference-free DNA methylation deconvolution software.

BMC Bioinformatics. 2020-1-13

[10]
Complete deconvolution of cellular mixtures based on linearity of transcriptional signatures.

Nat Commun. 2019-5-17

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