Literature DB >> 28229366

Mining Cancer Transcriptomes: Bioinformatic Tools and the Remaining Challenges.

Thomas Milan1, Brian T Wilhelm2,3.   

Abstract

The development of next-generation sequencing technologies has had a profound impact on the field of cancer genomics. With the enormous quantities of data being generated from tumor samples, researchers have had to rapidly adapt tools or develop new ones to analyse the raw data to maximize its value. While much of this effort has been focused on improving specific algorithms to get faster and more precise results, the accessibility of the final data for the research community remains a significant problem. Large amounts of data exist but are not easily available to researchers who lack the resources and experience to download and reanalyze them. In this article, we focus on RNA-seq analysis in the context of cancer genomics and discuss the bioinformatic tools available to explore these data. We also highlight the importance of developing new and more intuitive tools to provide easier access to public data and discuss the related issues of data sharing and patient privacy.

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Year:  2017        PMID: 28229366     DOI: 10.1007/s40291-017-0264-1

Source DB:  PubMed          Journal:  Mol Diagn Ther        ISSN: 1177-1062            Impact factor:   4.074


  71 in total

1.  Characterization of the single-cell transcriptional landscape by highly multiplex RNA-seq.

Authors:  Saiful Islam; Una Kjällquist; Annalena Moliner; Pawel Zajac; Jian-Bing Fan; Peter Lönnerberg; Sten Linnarsson
Journal:  Genome Res       Date:  2011-05-04       Impact factor: 9.043

2.  Improving SNP discovery by base alignment quality.

Authors:  Heng Li
Journal:  Bioinformatics       Date:  2011-02-13       Impact factor: 6.937

3.  NRGC: a novel referential genome compression algorithm.

Authors:  Subrata Saha; Sanguthevar Rajasekaran
Journal:  Bioinformatics       Date:  2016-08-02       Impact factor: 6.937

4.  RNA-seq analysis of 2 closely related leukemia clones that differ in their self-renewal capacity.

Authors:  Brian T Wilhelm; Mathieu Briau; Pamela Austin; Amélie Faubert; Geneviève Boucher; Pierre Chagnon; Kristin Hope; Simon Girard; Nadine Mayotte; Josette-Renee Landry; Josée Hébert; Guy Sauvageau
Journal:  Blood       Date:  2010-10-27       Impact factor: 22.113

5.  Full-length mRNA-Seq from single-cell levels of RNA and individual circulating tumor cells.

Authors:  Daniel Ramsköld; Shujun Luo; Yu-Chieh Wang; Robin Li; Qiaolin Deng; Omid R Faridani; Gregory A Daniels; Irina Khrebtukova; Jeanne F Loring; Louise C Laurent; Gary P Schroth; Rickard Sandberg
Journal:  Nat Biotechnol       Date:  2012-08       Impact factor: 54.908

6.  canEvolve: a web portal for integrative oncogenomics.

Authors:  Mehmet Kemal Samur; Zhenyu Yan; Xujun Wang; Qingyi Cao; Nikhil C Munshi; Cheng Li; Parantu K Shah
Journal:  PLoS One       Date:  2013-02-13       Impact factor: 3.240

7.  Big Data: Astronomical or Genomical?

Authors:  Zachary D Stephens; Skylar Y Lee; Faraz Faghri; Roy H Campbell; Chengxiang Zhai; Miles J Efron; Ravishankar Iyer; Michael C Schatz; Saurabh Sinha; Gene E Robinson
Journal:  PLoS Biol       Date:  2015-07-07       Impact factor: 8.029

8.  DNA Methylation Dynamics of Human Hematopoietic Stem Cell Differentiation.

Authors:  Matthias Farlik; Florian Halbritter; Fabian Müller; Fizzah A Choudry; Peter Ebert; Johanna Klughammer; Samantha Farrow; Antonella Santoro; Valerio Ciaurro; Anthony Mathur; Rakesh Uppal; Hendrik G Stunnenberg; Willem H Ouwehand; Elisa Laurenti; Thomas Lengauer; Mattia Frontini; Christoph Bock
Journal:  Cell Stem Cell       Date:  2016-11-17       Impact factor: 24.633

9.  Single-cell analyses of transcriptional heterogeneity in squamous cell carcinoma of urinary bladder.

Authors:  Xiaolong Zhang; Meng Zhang; Yong Hou; Liqin Xu; Weidong Li; Zhihui Zou; Chunxiao Liu; Abai Xu; Song Wu
Journal:  Oncotarget       Date:  2016-10-04

10.  Integrated genomic characterization of endometrial carcinoma.

Authors:  Cyriac Kandoth; Nikolaus Schultz; Andrew D Cherniack; Rehan Akbani; Yuexin Liu; Hui Shen; A Gordon Robertson; Itai Pashtan; Ronglai Shen; Christopher C Benz; Christina Yau; Peter W Laird; Li Ding; Wei Zhang; Gordon B Mills; Raju Kucherlapati; Elaine R Mardis; Douglas A Levine
Journal:  Nature       Date:  2013-05-02       Impact factor: 49.962

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  4 in total

1.  Identification of potential hub genes of gastric cancer.

Authors:  Xu-Dong Zhou; Ya-Wei Qu; Li Wang; Fu-Hua Jia; Peng Chen; Yin-Pu Wang; Hai-Feng Liu
Journal:  Medicine (Baltimore)       Date:  2022-10-14       Impact factor: 1.817

2.  A novel role of Krüppel-like factor 8 as an apoptosis repressor in hepatocellular carcinoma.

Authors:  Ming-Da Wang; Hao Xing; Chao Li; Lei Liang; Han Wu; Xin-Fei Xu; Li-Yang Sun; Meng-Chao Wu; Feng Shen; Tian Yang
Journal:  Cancer Cell Int       Date:  2020-08-28       Impact factor: 5.722

3.  Novel biomarkers and prediction model for the pathological complete response to neoadjuvant treatment of triple-negative breast cancer.

Authors:  Yiqun Han; Jiayu Wang; Binghe Xu
Journal:  J Cancer       Date:  2021-01-01       Impact factor: 4.207

4.  Gene Expression Profiles Identified Novel Urine Biomarkers for Diagnosis and Prognosis of High-Grade Bladder Urothelial Carcinoma.

Authors:  Yuxuan Song; Donghui Jin; Ningjing Ou; Zhiwen Luo; Guangyuan Chen; Jingyi Chen; Yongjiao Yang; Xiaoqiang Liu
Journal:  Front Oncol       Date:  2020-03-27       Impact factor: 6.244

  4 in total

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