Literature DB >> 28504724

Single-cell transcriptomics uncovers distinct molecular signatures of stem cells in chronic myeloid leukemia.

Alice Giustacchini1,2, Supat Thongjuea1,2, Nikolaos Barkas1,2, Petter S Woll2, Benjamin J Povinelli1,2, Christopher A G Booth1,2, Paul Sopp1, Ruggiero Norfo1,2, Alba Rodriguez-Meira1,2, Neil Ashley1,2, Lauren Jamieson1,2, Paresh Vyas1, Kristina Anderson3, Åsa Segerstolpe4,5, Hong Qian6, Ulla Olsson-Strömberg7, Satu Mustjoki8, Rickard Sandberg4,9, Sten Eirik W Jacobsen1,2,4,6,10, Adam J Mead1,2,11.   

Abstract

Recent advances in single-cell transcriptomics are ideally placed to unravel intratumoral heterogeneity and selective resistance of cancer stem cell (SC) subpopulations to molecularly targeted cancer therapies. However, current single-cell RNA-sequencing approaches lack the sensitivity required to reliably detect somatic mutations. We developed a method that combines high-sensitivity mutation detection with whole-transcriptome analysis of the same single cell. We applied this technique to analyze more than 2,000 SCs from patients with chronic myeloid leukemia (CML) throughout the disease course, revealing heterogeneity of CML-SCs, including the identification of a subgroup of CML-SCs with a distinct molecular signature that selectively persisted during prolonged therapy. Analysis of nonleukemic SCs from patients with CML also provided new insights into cell-extrinsic disruption of hematopoiesis in CML associated with clinical outcome. Furthermore, we used this single-cell approach to identify a blast-crisis-specific SC population, which was also present in a subclone of CML-SCs during the chronic phase in a patient who subsequently developed blast crisis. This approach, which might be broadly applied to any malignancy, illustrates how single-cell analysis can identify subpopulations of therapy-resistant SCs that are not apparent through cell-population analysis.

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Year:  2017        PMID: 28504724     DOI: 10.1038/nm.4336

Source DB:  PubMed          Journal:  Nat Med        ISSN: 1078-8956            Impact factor:   53.440


  61 in total

1.  Oncogene regulation. An oncogenic super-enhancer formed through somatic mutation of a noncoding intergenic element.

Authors:  Marc R Mansour; Brian J Abraham; Lars Anders; Alla Berezovskaya; Alejandro Gutierrez; Adam D Durbin; Julia Etchin; Lee Lawton; Stephen E Sallan; Lewis B Silverman; Mignon L Loh; Stephen P Hunger; Takaomi Sanda; Richard A Young; A Thomas Look
Journal:  Science       Date:  2014-11-13       Impact factor: 47.728

2.  Fast gapped-read alignment with Bowtie 2.

Authors:  Ben Langmead; Steven L Salzberg
Journal:  Nat Methods       Date:  2012-03-04       Impact factor: 28.547

3.  Discontinuation of imatinib in patients with chronic myeloid leukaemia who have maintained complete molecular remission for at least 2 years: the prospective, multicentre Stop Imatinib (STIM) trial.

Authors:  François-Xavier Mahon; Delphine Réa; Joëlle Guilhot; François Guilhot; Françoise Huguet; Franck Nicolini; Laurence Legros; Aude Charbonnier; Agnès Guerci; Bruno Varet; Gabriel Etienne; Josy Reiffers; Philippe Rousselot
Journal:  Lancet Oncol       Date:  2010-10-19       Impact factor: 41.316

4.  Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles.

Authors:  Aravind Subramanian; Pablo Tamayo; Vamsi K Mootha; Sayan Mukherjee; Benjamin L Ebert; Michael A Gillette; Amanda Paulovich; Scott L Pomeroy; Todd R Golub; Eric S Lander; Jill P Mesirov
Journal:  Proc Natl Acad Sci U S A       Date:  2005-09-30       Impact factor: 11.205

Review 5.  Present and future of molecular monitoring in chronic myeloid leukaemia.

Authors:  Simona Soverini; Caterina De Benedittis; Manuela Mancini; Giovanni Martinelli
Journal:  Br J Haematol       Date:  2016-03-07       Impact factor: 6.998

6.  Eaf1 and Eaf2 negatively regulate canonical Wnt/β-catenin signaling.

Authors:  Jing-Xia Liu; Dawei Zhang; Xunwei Xie; Gang Ouyang; Xing Liu; Yonghua Sun; Wuhan Xiao
Journal:  Development       Date:  2013-01-30       Impact factor: 6.868

Review 7.  Hurdles toward a cure for CML: the CML stem cell.

Authors:  Paolo Gallipoli; Sheela A Abraham; Tessa L Holyoake
Journal:  Hematol Oncol Clin North Am       Date:  2011-10-19       Impact factor: 3.722

Review 8.  Cancer stem cells: impact, heterogeneity, and uncertainty.

Authors:  Jeffrey A Magee; Elena Piskounova; Sean J Morrison
Journal:  Cancer Cell       Date:  2012-03-20       Impact factor: 31.743

9.  Genome-wide comparison of the transcriptomes of highly enriched normal and chronic myeloid leukemia stem and progenitor cell populations.

Authors:  Jonathan M Gerber; Jessica L Gucwa; David Esopi; Meltem Gurel; Michael C Haffner; Milada Vala; William G Nelson; Richard J Jones; Srinivasan Yegnasubramanian
Journal:  Oncotarget       Date:  2013-05

10.  RNA-Seq of single prostate CTCs implicates noncanonical Wnt signaling in antiandrogen resistance.

Authors:  David T Miyamoto; Yu Zheng; Ben S Wittner; Richard J Lee; Huili Zhu; Katherine T Broderick; Rushil Desai; Douglas B Fox; Brian W Brannigan; Julie Trautwein; Kshitij S Arora; Niyati Desai; Douglas M Dahl; Lecia V Sequist; Matthew R Smith; Ravi Kapur; Chin-Lee Wu; Toshi Shioda; Sridhar Ramaswamy; David T Ting; Mehmet Toner; Shyamala Maheswaran; Daniel A Haber
Journal:  Science       Date:  2015-09-18       Impact factor: 47.728

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  137 in total

Review 1.  Revolutionizing immunology with single-cell RNA sequencing.

Authors:  Haide Chen; Fang Ye; Guoji Guo
Journal:  Cell Mol Immunol       Date:  2019-02-22       Impact factor: 11.530

2.  Prosurvival kinase PIM2 is a therapeutic target for eradication of chronic myeloid leukemia stem cells.

Authors:  Leyuan Ma; Magnolia L Pak; Jianhong Ou; Jun Yu; Pamela St Louis; Yi Shan; Lloyd Hutchinson; Shaoguang Li; Michael A Brehm; Lihua Julie Zhu; Michael R Green
Journal:  Proc Natl Acad Sci U S A       Date:  2019-05-08       Impact factor: 11.205

Review 3.  Why chronic myeloid leukaemia cannot be cured by tyrosine kinase-inhibitors.

Authors:  Michele Baccarani; Robert Peter Gale
Journal:  Leukemia       Date:  2021-05-17       Impact factor: 11.528

4.  Leukaemia: Unravelling the heterogeneity of cancer stem cells.

Authors:  Sarah Seton-Rogers
Journal:  Nat Rev Cancer       Date:  2017-06-09       Impact factor: 60.716

5.  Understanding cancer from the stem cells up.

Authors:  Christopher A Eide; Brian J Druker
Journal:  Nat Med       Date:  2017-06-06       Impact factor: 53.440

6.  A Combinatorial Single-cell Approach to Characterize the Molecular and Immunophenotypic Heterogeneity of Human Stem and Progenitor Populations.

Authors:  Mikael N E Sommarin; Rebecca Warfvinge; Fatemeh Safi; Göran Karlsson
Journal:  J Vis Exp       Date:  2018-10-25       Impact factor: 1.355

Review 7.  Immune-Based Therapies in Acute Leukemia.

Authors:  Matthew T Witkowski; Audrey Lasry; William L Carroll; Iannis Aifantis
Journal:  Trends Cancer       Date:  2019-08-29

Review 8.  Hallmarks of Bone Metastasis.

Authors:  Rachelle W Johnson; Larry J Suva
Journal:  Calcif Tissue Int       Date:  2017-11-14       Impact factor: 4.333

Review 9.  Cancer transcriptome profiling at the juncture of clinical translation.

Authors:  Marcin Cieślik; Arul M Chinnaiyan
Journal:  Nat Rev Genet       Date:  2017-12-27       Impact factor: 53.242

10.  Deciphering Metabolic Heterogeneity by Single-Cell Analysis.

Authors:  Tom M J Evers; Mazène Hochane; Sander J Tans; Ron M A Heeren; Stefan Semrau; Peter Nemes; Alireza Mashaghi
Journal:  Anal Chem       Date:  2019-10-08       Impact factor: 6.986

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