Literature DB >> 23306461

Stochastic profiling of transcriptional regulatory heterogeneities in tissues, tumors and cultured cells.

Lixin Wang1, Kevin A Janes.   

Abstract

Single-cell variations in gene and protein expression are important during development and disease. Such cell-to-cell heterogeneities can be directly inspected one cell at a time, but global methods are usually not sensitive enough to work with the starting material of a single cell. Here we provide a detailed protocol for stochastic profiling, a method that infers single-cell regulatory heterogeneities by repeatedly sampling small collections of cells selected at random. Repeated stochastic sampling is performed by laser-capture microdissection or limiting dilution, followed by careful exponential cDNA amplification, hybridization to microarrays and statistical analysis. Stochastic profiling surveys the transcriptome for programs that are heterogeneously regulated among cellular subpopulations in their native tissue context. The protocol is readily optimized for specific biological applications and takes about 1 week to complete.

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Year:  2013        PMID: 23306461      PMCID: PMC3818581          DOI: 10.1038/nprot.2012.158

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   13.491


  88 in total

1.  Living cells as test tubes.

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2.  The MicroArray Quality Control (MAQC) project shows inter- and intraplatform reproducibility of gene expression measurements.

Authors:  Leming Shi; Laura H Reid; Wendell D Jones; Richard Shippy; Janet A Warrington; Shawn C Baker; Patrick J Collins; Francoise de Longueville; Ernest S Kawasaki; Kathleen Y Lee; Yuling Luo; Yongming Andrew Sun; James C Willey; Robert A Setterquist; Gavin M Fischer; Weida Tong; Yvonne P Dragan; David J Dix; Felix W Frueh; Frederico M Goodsaid; Damir Herman; Roderick V Jensen; Charles D Johnson; Edward K Lobenhofer; Raj K Puri; Uwe Schrf; Jean Thierry-Mieg; Charles Wang; Mike Wilson; Paul K Wolber; Lu Zhang; Shashi Amur; Wenjun Bao; Catalin C Barbacioru; Anne Bergstrom Lucas; Vincent Bertholet; Cecilie Boysen; Bud Bromley; Donna Brown; Alan Brunner; Roger Canales; Xiaoxi Megan Cao; Thomas A Cebula; James J Chen; Jing Cheng; Tzu-Ming Chu; Eugene Chudin; John Corson; J Christopher Corton; Lisa J Croner; Christopher Davies; Timothy S Davison; Glenda Delenstarr; Xutao Deng; David Dorris; Aron C Eklund; Xiao-hui Fan; Hong Fang; Stephanie Fulmer-Smentek; James C Fuscoe; Kathryn Gallagher; Weigong Ge; Lei Guo; Xu Guo; Janet Hager; Paul K Haje; Jing Han; Tao Han; Heather C Harbottle; Stephen C Harris; Eli Hatchwell; Craig A Hauser; Susan Hester; Huixiao Hong; Patrick Hurban; Scott A Jackson; Hanlee Ji; Charles R Knight; Winston P Kuo; J Eugene LeClerc; Shawn Levy; Quan-Zhen Li; Chunmei Liu; Ying Liu; Michael J Lombardi; Yunqing Ma; Scott R Magnuson; Botoul Maqsodi; Tim McDaniel; Nan Mei; Ola Myklebost; Baitang Ning; Natalia Novoradovskaya; Michael S Orr; Terry W Osborn; Adam Papallo; Tucker A Patterson; Roger G Perkins; Elizabeth H Peters; Ron Peterson; Kenneth L Philips; P Scott Pine; Lajos Pusztai; Feng Qian; Hongzu Ren; Mitch Rosen; Barry A Rosenzweig; Raymond R Samaha; Mark Schena; Gary P Schroth; Svetlana Shchegrova; Dave D Smith; Frank Staedtler; Zhenqiang Su; Hongmei Sun; Zoltan Szallasi; Zivana Tezak; Danielle Thierry-Mieg; Karol L Thompson; Irina Tikhonova; Yaron Turpaz; Beena Vallanat; Christophe Van; Stephen J Walker; Sue Jane Wang; Yonghong Wang; Russ Wolfinger; Alex Wong; Jie Wu; Chunlin Xiao; Qian Xie; Jun Xu; Wen Yang; Liang Zhang; Sheng Zhong; Yaping Zong; William Slikker
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3.  Transcription factor profiling in individual hematopoietic progenitors by digital RT-PCR.

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Journal:  Proc Natl Acad Sci U S A       Date:  2006-10-19       Impact factor: 11.205

5.  Increased cell-to-cell variation in gene expression in ageing mouse heart.

Authors:  Rumana Bahar; Claudia H Hartmann; Karl A Rodriguez; Ashley D Denny; Rita A Busuttil; Martijn E T Dollé; R Brent Calder; Gary B Chisholm; Brad H Pollock; Christoph A Klein; Jan Vijg
Journal:  Nature       Date:  2006-06-22       Impact factor: 49.962

6.  Probing gene expression in live cells, one protein molecule at a time.

Authors:  Ji Yu; Jie Xiao; Xiaojia Ren; Kaiqin Lao; X Sunney Xie
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7.  Stochastic protein expression in individual cells at the single molecule level.

Authors:  Long Cai; Nir Friedman; X Sunney Xie
Journal:  Nature       Date:  2006-03-16       Impact factor: 49.962

8.  Histological staining methods preparatory to laser capture microdissection significantly affect the integrity of the cellular RNA.

Authors:  Hongyang Wang; James D Owens; Joanna H Shih; Ming-Chung Li; Robert F Bonner; J Frederic Mushinski
Journal:  BMC Genomics       Date:  2006-04-27       Impact factor: 3.969

9.  Evidence for diversity in transcriptional profiles of single hematopoietic stem cells.

Authors:  Carlos A Ramos; Teresa A Bowman; Nathan C Boles; Akil A Merchant; Yayun Zheng; Irma Parra; Suzanne A W Fuqua; Chad A Shaw; Margaret A Goodell
Journal:  PLoS Genet       Date:  2006-08-09       Impact factor: 5.917

10.  An improved single-cell cDNA amplification method for efficient high-density oligonucleotide microarray analysis.

Authors:  Kazuki Kurimoto; Yukihiro Yabuta; Yasuhide Ohinata; Yukiko Ono; Kenichiro D Uno; Rikuhiro G Yamada; Hiroki R Ueda; Mitinori Saitou
Journal:  Nucleic Acids Res       Date:  2006-03-17       Impact factor: 16.971

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  18 in total

1.  Parameterizing cell-to-cell regulatory heterogeneities via stochastic transcriptional profiles.

Authors:  Sameer S Bajikar; Christiane Fuchs; Andreas Roller; Fabian J Theis; Kevin A Janes
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2.  An analysis of critical factors for quantitative immunoblotting.

Authors:  Kevin A Janes
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3.  Tumor-Suppressor Inactivation of GDF11 Occurs by Precursor Sequestration in Triple-Negative Breast Cancer.

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Review 4.  Single-cell states versus single-cell atlases - two classes of heterogeneity that differ in meaning and method.

Authors:  Kevin A Janes
Journal:  Curr Opin Biotechnol       Date:  2016-04-01       Impact factor: 9.740

5.  Astrocytic trans-Differentiation Completes a Multicellular Paracrine Feedback Loop Required for Medulloblastoma Tumor Growth.

Authors:  Maojin Yao; P Britten Ventura; Ying Jiang; Fausto J Rodriguez; Lixin Wang; Justin S A Perry; Yibo Yang; Kelsey Wahl; Rowena B Crittenden; Mariko L Bennett; Lin Qi; Cong-Cong Gong; Xiao-Nan Li; Ben A Barres; Timothy P Bender; Kodi S Ravichandran; Kevin A Janes; Charles G Eberhart; Hui Zong
Journal:  Cell       Date:  2020-01-23       Impact factor: 41.582

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

Authors:  Shambhavi Singh; Matthew D Sutcliffe; Kathy Repich; Kristen A Atkins; Jennifer A Harvey; Kevin A Janes
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7.  Fragmentation of Small-Cell Lung Cancer Regulatory States in Heterotypic Microenvironments.

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

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9.  A time- and matrix-dependent TGFBR3-JUND-KRT5 regulatory circuit in single breast epithelial cells and basal-like premalignancies.

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Review 10.  Cell-to-cell variability in cell death: can systems biology help us make sense of it all?

Authors:  X Xia; M S Owen; R E C Lee; S Gaudet
Journal:  Cell Death Dis       Date:  2014-05-29       Impact factor: 8.469

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