Literature DB >> 33531373

Pan-Cancer Drivers Are Recurrent Transcriptional Regulatory Heterogeneities in Early-Stage Luminal Breast Cancer.

Shambhavi Singh1, Matthew D Sutcliffe1, Kathy Repich2, Kristen A Atkins3, Jennifer A Harvey2,4, Kevin A Janes5,6.   

Abstract

The heterogeneous composition of solid tumors is known to impact disease progression and response to therapy. Malignant cells coexist in different regulatory states that can be accessed transcriptomically by single-cell RNA sequencing, but these methods have many caveats related to sensitivity, noise, and sample handling. We revised a statistical fluctuation analysis called stochastic profiling to combine with 10-cell RNA sequencing, which was designed for laser-capture microdissection (LCM) and extended here for immuno-LCM. When applied to a cohort of late-onset, early-stage luminal breast cancers, the integrated approach identified thousands of candidate regulatory heterogeneities. Intersecting the candidates from different tumors yielded a relatively stable set of 710 recurrent heterogeneously expressed genes (RHEG), which were significantly variable in >50% of patients. RHEGs were not strongly confounded by dissociation artifacts, cell-cycle oscillations, or driving mutations for breast cancer. Rather, RHEGs were enriched for epithelial-to-mesenchymal transition genes and, unexpectedly, the latest pan-cancer assembly of driver genes across cancer types other than breast. These findings indicate that heterogeneous transcriptional regulation conceivably provides a faster, reversible mechanism for malignant cells to evaluate the effects of potential oncogenes or tumor suppressors on cancer hallmarks. SIGNIFICANCE: Profiling intratumor heterogeneity of luminal breast carcinoma cells identifies a recurrent set of genes, suggesting sporadic activation of pathways known to drive other types of cancer.See related articles by Schaff and colleagues, p. 1853 and Sutcliffe and colleagues, p. 1868. ©2021 American Association for Cancer Research.

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Year:  2021        PMID: 33531373      PMCID: PMC8137565          DOI: 10.1158/0008-5472.CAN-20-1034

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   13.312


  62 in total

1.  Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells.

Authors:  Florian Buettner; Kedar N Natarajan; F Paolo Casale; Valentina Proserpio; Antonio Scialdone; Fabian J Theis; Sarah A Teichmann; John C Marioni; Oliver Stegle
Journal:  Nat Biotechnol       Date:  2015-01-19       Impact factor: 54.908

2.  Comprehensive Characterization of Cancer Driver Genes and Mutations.

Authors:  Matthew H Bailey; Collin Tokheim; Eduard Porta-Pardo; Sohini Sengupta; Denis Bertrand; Amila Weerasinghe; Antonio Colaprico; Michael C Wendl; Jaegil Kim; Brendan Reardon; Patrick Kwok-Shing Ng; Kang Jin Jeong; Song Cao; Zixing Wang; Jianjiong Gao; Qingsong Gao; Fang Wang; Eric Minwei Liu; Loris Mularoni; Carlota Rubio-Perez; Niranjan Nagarajan; Isidro Cortés-Ciriano; Daniel Cui Zhou; Wen-Wei Liang; Julian M Hess; Venkata D Yellapantula; David Tamborero; Abel Gonzalez-Perez; Chayaporn Suphavilai; Jia Yu Ko; Ekta Khurana; Peter J Park; Eliezer M Van Allen; Han Liang; Michael S Lawrence; Adam Godzik; Nuria Lopez-Bigas; Josh Stuart; David Wheeler; Gad Getz; Ken Chen; Alexander J Lazar; Gordon B Mills; Rachel Karchin; Li Ding
Journal:  Cell       Date:  2018-04-05       Impact factor: 41.582

3.  Cancer etiology. Variation in cancer risk among tissues can be explained by the number of stem cell divisions.

Authors:  Cristian Tomasetti; Bert Vogelstein
Journal:  Science       Date:  2015-01-02       Impact factor: 47.728

4.  Klf4 and Klf5 differentially inhibit mesoderm and endoderm differentiation in embryonic stem cells.

Authors:  Irène Aksoy; Vincent Giudice; Edwige Delahaye; Florence Wianny; Maxime Aubry; Magali Mure; Jiaxuan Chen; Ralf Jauch; Gireesh K Bogu; Tobias Nolden; Heinz Himmelbauer; Michael Xavier Doss; Agapios Sachinidis; Herbert Schulz; Oliver Hummel; Paola Martinelli; Norbert Hübner; Lawrence W Stanton; Francisco X Real; Pierre-Yves Bourillot; Pierre Savatier
Journal:  Nat Commun       Date:  2014-04-28       Impact factor: 14.919

5.  Comprehensive Molecular Portraits of Invasive Lobular Breast Cancer.

Authors:  Giovanni Ciriello; Michael L Gatza; Andrew H Beck; Matthew D Wilkerson; Suhn K Rhie; Alessandro Pastore; Hailei Zhang; Michael McLellan; Christina Yau; Cyriac Kandoth; Reanne Bowlby; Hui Shen; Sikander Hayat; Robert Fieldhouse; Susan C Lester; Gary M K Tse; Rachel E Factor; Laura C Collins; Kimberly H Allison; Yunn-Yi Chen; Kristin Jensen; Nicole B Johnson; Steffi Oesterreich; Gordon B Mills; Andrew D Cherniack; Gordon Robertson; Christopher Benz; Chris Sander; Peter W Laird; Katherine A Hoadley; Tari A King; Charles M Perou
Journal:  Cell       Date:  2015-10-08       Impact factor: 41.582

6.  GATA3 zinc finger 2 mutations reprogram the breast cancer transcriptional network.

Authors:  Motoki Takaku; Sara A Grimm; John D Roberts; Kaliopi Chrysovergis; Brian D Bennett; Page Myers; Lalith Perera; Charles J Tucker; Charles M Perou; Paul A Wade
Journal:  Nat Commun       Date:  2018-03-13       Impact factor: 14.919

7.  Proteomic and transcriptomic profiling identifies mediators of anchorage-independent growth and roles of inhibitor of differentiation proteins in invasive lobular carcinoma.

Authors:  Nilgun Tasdemir; Kai Ding; Laura Savariau; Kevin M Levine; Tian Du; Ashuvinee Elangovan; Emily A Bossart; Adrian V Lee; Nancy E Davidson; Steffi Oesterreich
Journal:  Sci Rep       Date:  2020-07-13       Impact factor: 4.379

8.  Metascape provides a biologist-oriented resource for the analysis of systems-level datasets.

Authors:  Yingyao Zhou; Bin Zhou; Lars Pache; Max Chang; Alireza Hadj Khodabakhshi; Olga Tanaseichuk; Christopher Benner; Sumit K Chanda
Journal:  Nat Commun       Date:  2019-04-03       Impact factor: 14.919

9.  In situ 10-cell RNA sequencing in tissue and tumor biopsy samples.

Authors:  Shambhavi Singh; Lixin Wang; Dylan L Schaff; Matthew D Sutcliffe; Alex F Koeppel; Jungeun Kim; Suna Onengut-Gumuscu; Kwon-Sik Park; Hui Zong; Kevin A Janes
Journal:  Sci Rep       Date:  2019-03-20       Impact factor: 4.379

10.  Laser capture microscopy coupled with Smart-seq2 for precise spatial transcriptomic profiling.

Authors:  Susanne Nichterwitz; Geng Chen; Julio Aguila Benitez; Marlene Yilmaz; Helena Storvall; Ming Cao; Rickard Sandberg; Qiaolin Deng; Eva Hedlund
Journal:  Nat Commun       Date:  2016-07-08       Impact factor: 14.919

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  3 in total

1.  Fragmentation of Small-Cell Lung Cancer Regulatory States in Heterotypic Microenvironments.

Authors:  Dylan L Schaff; Shambhavi Singh; Kee-Beom Kim; Matthew D Sutcliffe; Kwon-Sik Park; Kevin A Janes
Journal:  Cancer Res       Date:  2021-02-02       Impact factor: 13.312

2.  Premalignant Oligodendrocyte Precursor Cells Stall in a Heterogeneous State of Replication Stress Prior to Gliomagenesis.

Authors:  Matthew D Sutcliffe; Rui P Galvao; Lixin Wang; Jungeun Kim; Lauren K Rosenfeld; Shambhavi Singh; Hui Zong; Kevin A Janes
Journal:  Cancer Res       Date:  2021-02-02       Impact factor: 13.312

3.  A mechanistic model captures the emergence and implications of non-genetic heterogeneity and reversible drug resistance in ER+ breast cancer cells.

Authors:  Sarthak Sahoo; Ashutosh Mishra; Harsimran Kaur; Kishore Hari; Srinath Muralidharan; Susmita Mandal; Mohit Kumar Jolly
Journal:  NAR Cancer       Date:  2021-07-09
  3 in total

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