Single -cell omics;
Computational method;
Cellular heterogeneity;
Disease;
Cancer research;
GENOME-WIDE DETECTION;
REGULATORY NETWORK INFERENCE;
RNA-SEQ;
HI-C;
CHROMATIN ACCESSIBILITY;
TRANSCRIPTOME ANALYSIS;
METHYLOME LANDSCAPES;
GENE-EXPRESSION;
EARLY EMBRYOS;
STEM-CELLS;
D O I:
10.1016/j.gpb.2023.06.003
中图分类号:
Q3 [遗传学];
学科分类号:
071007 ;
090102 ;
摘要:
Over the past decade, advances in single-cell omics (SCO) technologies have enabled the investigation of cellular heterogeneity at an unprecedented resolution and scale, opening a new avenue for understanding human biology and disease. In this review, we summarize the developments of sequencing-based SCO technologies and computational methods, and focus on considerable insights acquired from SCO sequencing studies to understand normal and diseased properties, with a particular emphasis on cancer research. We also discuss the technological improvements of SCO and its possible contribution to fundamental research of the human, as well as its great potential in clinical diagnoses and personalized therapies of human disease.
机构:
Shandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
Li, Bin
Liu, Wenhao
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机构:
Shandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
Liu, Wenhao
Xu, Jie
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机构:
Housing & Urban Rural Dev Bur Qingdao Jimo Dist, Qingdao 266200, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
Xu, Jie
Huang, Xuxu
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机构:
Shandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
Huang, Xuxu
Yang, Long
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机构:
Shandong Agr Univ, Agr Big Data Res Ctr, Tai An 271018, Shandong, Peoples R China
Shandong Agr Univ, Coll Plant Protect, Tai An 271018, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
Yang, Long
Xu, Fang
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机构:
Shandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R ChinaShandong Univ, Breeding Sch Life Sci, Key Lab Plant Dev & Environm Adaptat Biol, Shandong Key Lab Precis Mol Crop Design,Minist Edu, Qingdao 266237, Shandong, Peoples R China
机构:
Karolinska Inst, Dept Med, Cardio Metab Unit, S-14186 Stockholm, Sweden
Karolinska Inst, Dept Lab Med, S-14186 Stockholm, Sweden
Karolinska Univ Hosp, Med Unit, Theme Inflammat & Ageing, S-14186 Stockholm, SwedenInst Environm Med, Karolinska Inst, S-17165 Solna, Sweden
机构:
Northeastern Univ, Dept Phys Therapy Movement & Rehabil Sci, Boston, MA 02115 USAInst Environm Med, Karolinska Inst, S-17165 Solna, Sweden
Rengarajan, Sundararaman
Li, Xuexin
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机构:
China Med Univ, Affiliated Hosp 4, Dept Gen Surg, Shenyang 110032, Peoples R China
Karolinska Inst, Dept Med Biochem & Biophys, Solna 17165, SwedenInst Environm Med, Karolinska Inst, S-17165 Solna, Sweden
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R China
Peng, Anghui
Mao, Xiying
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机构:
Nanjing Med Univ, Dept Ophthalmol, Affiliated Hosp 1, Nanjing 210029, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R China
Mao, Xiying
Zhong, Jiawei
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R China
Zhong, Jiawei
Fan, Shuxin
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R China
Fan, Shuxin
Hu, Youjin
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510000, Peoples R China