Literature DB >> 34635836

Chromatin Velocity reveals epigenetic dynamics by single-cell profiling of heterochromatin and euchromatin.

Martina Tedesco1,2, Francesca Giannese3, Dejan Lazarević3, Valentina Giansanti3,4, Dalia Rosano2,5, Silvia Monzani6, Irene Catalano7,8, Elena Grassi7,8, Eugenia R Zanella8, Oronza A Botrugno2, Leonardo Morelli3, Paola Panina Bordignon1,9, Giulio Caravagna10, Andrea Bertotti7,8, Gianvito Martino1,9, Luca Aldrighetti11, Sebastiano Pasqualato6, Livio Trusolino7,8, Davide Cittaro12, Giovanni Tonon13,14.   

Abstract

Recent efforts have succeeded in surveying open chromatin at the single-cell level, but high-throughput, single-cell assessment of heterochromatin and its underlying genomic determinants remains challenging. We engineered a hybrid transposase including the chromodomain (CD) of the heterochromatin protein-1α (HP-1α), which is involved in heterochromatin assembly and maintenance through its binding to trimethylation of the lysine 9 on histone 3 (H3K9me3), and developed a single-cell method, single-cell genome and epigenome by transposases sequencing (scGET-seq), that, unlike single-cell assay for transposase-accessible chromatin with sequencing (scATAC-seq), comprehensively probes both open and closed chromatin and concomitantly records the underlying genomic sequences. We tested scGET-seq in cancer-derived organoids and human-derived xenograft (PDX) models and identified genetic events and plasticity-driven mechanisms contributing to cancer drug resistance. Next, building upon the differential enrichment of closed and open chromatin, we devised a method, Chromatin Velocity, that identifies the trajectories of epigenetic modifications at the single-cell level. Chromatin Velocity uncovered paths of epigenetic reorganization during stem cell reprogramming and identified key transcription factors driving these developmental processes. scGET-seq reveals the dynamics of genomic and epigenetic landscapes underlying any cellular processes.
© 2021. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2021        PMID: 34635836     DOI: 10.1038/s41587-021-01031-1

Source DB:  PubMed          Journal:  Nat Biotechnol        ISSN: 1087-0156            Impact factor:   54.908


  88 in total

Review 1.  Clonal Heterogeneity and Tumor Evolution: Past, Present, and the Future.

Authors:  Nicholas McGranahan; Charles Swanton
Journal:  Cell       Date:  2017-02-09       Impact factor: 41.582

2.  Adaptive Chromatin Remodeling Drives Glioblastoma Stem Cell Plasticity and Drug Tolerance.

Authors:  Brian B Liau; Cem Sievers; Laura K Donohue; Shawn M Gillespie; William A Flavahan; Tyler E Miller; Andrew S Venteicher; Christine H Hebert; Christopher D Carey; Scott J Rodig; Sarah J Shareef; Fadi J Najm; Peter van Galen; Hiroaki Wakimoto; Daniel P Cahill; Jeremy N Rich; Jon C Aster; Mario L Suvà; Anoop P Patel; Bradley E Bernstein
Journal:  Cell Stem Cell       Date:  2016-12-15       Impact factor: 24.633

3.  A chromatin-mediated reversible drug-tolerant state in cancer cell subpopulations.

Authors:  Sreenath V Sharma; Diana Y Lee; Bihua Li; Margaret P Quinlan; Fumiyuki Takahashi; Shyamala Maheswaran; Ultan McDermott; Nancy Azizian; Lee Zou; Michael A Fischbach; Kwok-Kin Wong; Kathleyn Brandstetter; Ben Wittner; Sridhar Ramaswamy; Marie Classon; Jeff Settleman
Journal:  Cell       Date:  2010-04-02       Impact factor: 41.582

Review 4.  Epigenetic plasticity and the hallmarks of cancer.

Authors:  William A Flavahan; Elizabeth Gaskell; Bradley E Bernstein
Journal:  Science       Date:  2017-07-21       Impact factor: 47.728

5.  Transposition of native chromatin for fast and sensitive epigenomic profiling of open chromatin, DNA-binding proteins and nucleosome position.

Authors:  Jason D Buenrostro; Paul G Giresi; Lisa C Zaba; Howard Y Chang; William J Greenleaf
Journal:  Nat Methods       Date:  2013-10-06       Impact factor: 28.547

Review 6.  Non-genetic heterogeneity--a mutation-independent driving force for the somatic evolution of tumours.

Authors:  Amy Brock; Hannah Chang; Sui Huang
Journal:  Nat Rev Genet       Date:  2009-05       Impact factor: 53.242

Review 7.  Evolutionary determinants of cancer.

Authors:  Mel Greaves
Journal:  Cancer Discov       Date:  2015-07-20       Impact factor: 39.397

8.  Single-cell chromatin accessibility reveals principles of regulatory variation.

Authors:  Jason D Buenrostro; Beijing Wu; Ulrike M Litzenburger; Dave Ruff; Michael L Gonzales; Michael P Snyder; Howard Y Chang; William J Greenleaf
Journal:  Nature       Date:  2015-06-17       Impact factor: 49.962

9.  Rare cell variability and drug-induced reprogramming as a mode of cancer drug resistance.

Authors:  Sydney M Shaffer; Margaret C Dunagin; Stefan R Torborg; Eduardo A Torre; Benjamin Emert; Clemens Krepler; Marilda Beqiri; Katrin Sproesser; Patricia A Brafford; Min Xiao; Elliott Eggan; Ioannis N Anastopoulos; Cesar A Vargas-Garcia; Abhyudai Singh; Katherine L Nathanson; Meenhard Herlyn; Arjun Raj
Journal:  Nature       Date:  2017-06-07       Impact factor: 49.962

10.  Drug-tolerant persister cancer cells are vulnerable to GPX4 inhibition.

Authors:  Matthew J Hangauer; Vasanthi S Viswanathan; Matthew J Ryan; Dhruv Bole; John K Eaton; Alexandre Matov; Jacqueline Galeas; Harshil D Dhruv; Michael E Berens; Stuart L Schreiber; Frank McCormick; Michael T McManus
Journal:  Nature       Date:  2017-11-01       Impact factor: 49.962

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  11 in total

1.  Sketching open and closed chromatin.

Authors:  Lei Tang
Journal:  Nat Methods       Date:  2021-12       Impact factor: 28.547

Review 2.  Characterizing cis-regulatory elements using single-cell epigenomics.

Authors:  Sebastian Preissl; Kyle J Gaulton; Bing Ren
Journal:  Nat Rev Genet       Date:  2022-07-15       Impact factor: 59.581

3.  Multi-omic single-cell velocity models epigenome-transcriptome interactions and improves cell fate prediction.

Authors:  Chen Li; Maria C Virgilio; Kathleen L Collins; Joshua D Welch
Journal:  Nat Biotechnol       Date:  2022-10-13       Impact factor: 68.164

4.  RNA velocity unraveled.

Authors:  Gennady Gorin; Meichen Fang; Tara Chari; Lior Pachter
Journal:  PLoS Comput Biol       Date:  2022-09-12       Impact factor: 4.779

Review 5.  Breaking the Immune Complexity of the Tumor Microenvironment Using Single-Cell Technologies.

Authors:  Simone Caligola; Francesco De Sanctis; Stefania Canè; Stefano Ugel
Journal:  Front Genet       Date:  2022-05-16       Impact factor: 4.772

Review 6.  Surveying the Epigenetic Landscape of Tuberculosis in Alveolar Macrophages.

Authors:  Yi Chu Liang; Nusrah Rajabalee; Katrina Madden; Gonzalo G Alvarez; Jim Sun
Journal:  Infect Immun       Date:  2022-03-21       Impact factor: 3.609

Review 7.  One genome, many cell states: epigenetic control of innate immunity.

Authors:  Isabella Fraschilla; Hajera Amatullah; Kate L Jeffrey
Journal:  Curr Opin Immunol       Date:  2022-04-08       Impact factor: 7.268

Review 8.  Cell-Type Resolved Insights into the Cis-Regulatory Genome of NAFLD.

Authors:  Trine V Dam; Nicolaj I Toft; Lars Grøntved
Journal:  Cells       Date:  2022-03-03       Impact factor: 6.600

Review 9.  Deciphering the Retinal Epigenome during Development, Disease and Reprogramming: Advancements, Challenges and Perspectives.

Authors:  Cristina Zibetti
Journal:  Cells       Date:  2022-02-25       Impact factor: 6.600

10.  Integrating temporal single-cell gene expression modalities for trajectory inference and disease prediction.

Authors:  Jolene S Ranek; Natalie Stanley; Jeremy E Purvis
Journal:  Genome Biol       Date:  2022-09-05       Impact factor: 17.906

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