Literature DB >> 30079405

Emerging techniques in single-cell epigenomics and their applications to cancer research.

Pang-Kuo Lo1, Qun Zhou1.   

Abstract

Epigenomics encompasses studies of the chemical modifications of genomic DNA and associated histones, interactions between genomic DNA sequences and proteins, the dynamics of the chromosomal conformation, the functional relationships between these epigenetic events, and the regulatory impacts of these epigenetic events on gene expression in cells. In comparison to current techniques that are only capable of characterizing average epigenomic features across bulk cell ensembles, single-cell epigenomic methodologies are emerging as powerful new techniques to study cellular plasticity and heterogeneity, as seen in stem cells and cancer. Here we summarize available techniques for studies of single-cell epigenomics, review their current applications to cancer research, and discuss future possibilities. This review also highlights that the full potential of single-cell epigenetic studies will be comprehended through integrating the multi-omics information of genomics, epigenomics and transcriptomics.

Entities:  

Keywords:  Chemotherapeutic treatments; Epigenomics; Genomic DNA; Oncogenesis; intratumor heterogeneity; single-cell techniques

Year:  2018        PMID: 30079405      PMCID: PMC6070152          DOI: 10.4172/JCG.1000103

Source DB:  PubMed          Journal:  J Clin Genom


  40 in total

1.  Base-resolution analysis of 5-hydroxymethylcytosine in the mammalian genome.

Authors:  Miao Yu; Gary C Hon; Keith E Szulwach; Chun-Xiao Song; Liang Zhang; Audrey Kim; Xuekun Li; Qing Dai; Yin Shen; Beomseok Park; Jung-Hyun Min; Peng Jin; Bing Ren; Chuan He
Journal:  Cell       Date:  2012-05-17       Impact factor: 41.582

Review 2.  Charting histone modifications and the functional organization of mammalian genomes.

Authors:  Vicky W Zhou; Alon Goren; Bradley E Bernstein
Journal:  Nat Rev Genet       Date:  2010-11-30       Impact factor: 53.242

Review 3.  Single-cell epigenomics: techniques and emerging applications.

Authors:  Omer Schwartzman; Amos Tanay
Journal:  Nat Rev Genet       Date:  2015-10-13       Impact factor: 53.242

4.  Methylome sequencing in triple-negative breast cancer reveals distinct methylation clusters with prognostic value.

Authors:  Clare Stirzaker; Elena Zotenko; Jenny Z Song; Wenjia Qu; Shalima S Nair; Warwick J Locke; Andrew Stone; Nicola J Armstong; Mark D Robinson; Alexander Dobrovic; Kelly A Avery-Kiejda; Kate M Peters; Juliet D French; Sandra Stein; Darren J Korbie; Matt Trau; John F Forbes; Rodney J Scott; Melissa A Brown; Glenn D Francis; Susan J Clark
Journal:  Nat Commun       Date:  2015-02-02       Impact factor: 14.919

5.  Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma.

Authors:  Anoop P Patel; Itay Tirosh; John J Trombetta; Alex K Shalek; Shawn M Gillespie; Hiroaki Wakimoto; Daniel P Cahill; Brian V Nahed; William T Curry; Robert L Martuza; David N Louis; Orit Rozenblatt-Rosen; Mario L Suvà; Aviv Regev; Bradley E Bernstein
Journal:  Science       Date:  2014-06-12       Impact factor: 47.728

6.  EGFR variant heterogeneity in glioblastoma resolved through single-nucleus sequencing.

Authors:  Joshua M Francis; Cheng-Zhong Zhang; Cecile L Maire; Joonil Jung; Veronica E Manzo; Viktor A Adalsteinsson; Heather Homer; Sam Haidar; Brendan Blumenstiel; Chandra Sekhar Pedamallu; Azra H Ligon; J Christopher Love; Matthew Meyerson; Keith L Ligon
Journal:  Cancer Discov       Date:  2014-06-03       Impact factor: 39.397

Review 7.  Single-cell epigenomics: Recording the past and predicting the future.

Authors:  Gavin Kelsey; Oliver Stegle; Wolf Reik
Journal:  Science       Date:  2017-10-06       Impact factor: 47.728

8.  Rapid, low-input, low-bias construction of shotgun fragment libraries by high-density in vitro transposition.

Authors:  Andrew Adey; Hilary G Morrison; Xu Xun; Jacob O Kitzman; Emily H Turner; Bethany Stackhouse; Alexandra P MacKenzie; Nicholas C Caruccio; Xiuqing Zhang; Jay Shendure
Journal:  Genome Biol       Date:  2010-12-08       Impact factor: 13.583

9.  Single-cell triple omics sequencing reveals genetic, epigenetic, and transcriptomic heterogeneity in hepatocellular carcinomas.

Authors:  Yu Hou; Huahu Guo; Chen Cao; Xianlong Li; Boqiang Hu; Ping Zhu; Xinglong Wu; Lu Wen; Fuchou Tang; Yanyi Huang; Jirun Peng
Journal:  Cell Res       Date:  2016-02-23       Impact factor: 25.617

10.  Genome-wide maps of nuclear lamina interactions in single human cells.

Authors:  Jop Kind; Ludo Pagie; Sandra S de Vries; Leila Nahidiazar; Siddharth S Dey; Magda Bienko; Ye Zhan; Bryan Lajoie; Carolyn A de Graaf; Mario Amendola; Geoffrey Fudenberg; Maxim Imakaev; Leonid A Mirny; Kees Jalink; Job Dekker; Alexander van Oudenaarden; Bas van Steensel
Journal:  Cell       Date:  2015-09-10       Impact factor: 41.582

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  11 in total

1.  Toxicoepigenetics for Risk Assessment: Bridging the Gap Between Basic and Regulatory Science.

Authors:  Anne Le Goff; Séverine Louvel; Henri Boullier; Patrick Allard
Journal:  Epigenet Insights       Date:  2022-07-15

Review 2.  Integrative Methods and Practical Challenges for Single-Cell Multi-omics.

Authors:  Anjun Ma; Adam McDermaid; Jennifer Xu; Yuzhou Chang; Qin Ma
Journal:  Trends Biotechnol       Date:  2020-03-26       Impact factor: 19.536

3.  RESCUE: imputing dropout events in single-cell RNA-sequencing data.

Authors:  Sam Tracy; Guo-Cheng Yuan; Ruben Dries
Journal:  BMC Bioinformatics       Date:  2019-07-12       Impact factor: 3.169

Review 4.  Emerging epigenomic landscapes of pancreatic cancer in the era of precision medicine.

Authors:  Gwen Lomberk; Nelson Dusetti; Juan Iovanna; Raul Urrutia
Journal:  Nat Commun       Date:  2019-08-28       Impact factor: 14.919

Review 5.  Computational Oncology in the Multi-Omics Era: State of the Art.

Authors:  Guillermo de Anda-Jáuregui; Enrique Hernández-Lemus
Journal:  Front Oncol       Date:  2020-04-07       Impact factor: 6.244

6.  Methodological Advancements for Investigating Intra-tumoral Heterogeneity in Breast Cancer at the Bench and Bedside.

Authors:  Mokryun Baek; Jeffrey T Chang; Gloria V Echeverria
Journal:  J Mammary Gland Biol Neoplasia       Date:  2020-12-09       Impact factor: 2.673

Review 7.  Metabolism, HDACs, and HDAC Inhibitors: A Systems Biology Perspective.

Authors:  Jacob King; Maya Patel; Sriram Chandrasekaran
Journal:  Metabolites       Date:  2021-11-20

Review 8.  Epigenetic changes in fibroblasts drive cancer metabolism and differentiation.

Authors:  Rajeev Mishra; Subhash Haldar; Surabhi Suchanti; Neil A Bhowmick
Journal:  Endocr Relat Cancer       Date:  2019-12       Impact factor: 5.678

Review 9.  From whole-mount to single-cell spatial assessment of gene expression in 3D.

Authors:  Lisa N Waylen; Hieu T Nim; Luciano G Martelotto; Mirana Ramialison
Journal:  Commun Biol       Date:  2020-10-23

10.  Cancer Biology, Epidemiology, and Treatment in the 21st Century: Current Status and Future Challenges From a Biomedical Perspective.

Authors:  Patricia Piña-Sánchez; Antonieta Chávez-González; Martha Ruiz-Tachiquín; Eduardo Vadillo; Alberto Monroy-García; Juan José Montesinos; Rocío Grajales; Marcos Gutiérrez de la Barrera; Hector Mayani
Journal:  Cancer Control       Date:  2021 Jan-Dec       Impact factor: 3.302

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