Literature DB >> 27480773

Clinical Genomics: Challenges and Opportunities.

Priyanka Vijay1, Alexa B R McIntyre1, Christopher E Mason2, Jeffrey P Greenfield3, Sheng Li3.   

Abstract

Next-generation sequencing (NGS) approaches are highly applicable to clinical studies. We review recent advances in sequencing technologies, as well as their benefits and tradeoffs, to provide an overview of clinical genomics from study design to computational analysis. Sequencing technologies enable genomic, transcriptomic, and epigenomic evaluations. Studies that use a combination of whole genome, exome, mRNA, and bisulfite sequencing are now feasible due to decreasing sequencing costs. Single-molecule sequencing increases read length, with the MinIONTM nanopore sequencer, which offers a uniquely portable option at a lower cost. Many of the published comparisons we review here address the challenges associated with different sequencing methods. Overall, NGS techniques, coupled with continually improving analysis algorithms, are useful for clinical studies in many realms, including cancer, chronic illness, and neurobiology. We, and others in the field, anticipate the clinical use of NGS approaches will continue to grow, especially as we shift into an era of precision medicine.

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Year:  2016        PMID: 27480773      PMCID: PMC5470591          DOI: 10.1615/CritRevEukaryotGeneExpr.2016015724

Source DB:  PubMed          Journal:  Crit Rev Eukaryot Gene Expr        ISSN: 1045-4403            Impact factor:   1.807


  87 in total

1.  Improved overall survival in melanoma with combined dabrafenib and trametinib.

Authors:  Caroline Robert; Boguslawa Karaszewska; Jacob Schachter; Piotr Rutkowski; Andrzej Mackiewicz; Daniil Stroiakovski; Michael Lichinitser; Reinhard Dummer; Florent Grange; Laurent Mortier; Vanna Chiarion-Sileni; Kamil Drucis; Ivana Krajsova; Axel Hauschild; Paul Lorigan; Pascal Wolter; Georgina V Long; Keith Flaherty; Paul Nathan; Antoni Ribas; Anne-Marie Martin; Peng Sun; Wendy Crist; Jeff Legos; Stephen D Rubin; Shonda M Little; Dirk Schadendorf
Journal:  N Engl J Med       Date:  2014-11-16       Impact factor: 91.245

2.  A method for systematic discovery of adverse drug events from clinical notes.

Authors:  Guan Wang; Kenneth Jung; Rainer Winnenburg; Nigam H Shah
Journal:  J Am Med Inform Assoc       Date:  2015-07-31       Impact factor: 4.497

3.  Multi-platform assessment of transcriptome profiling using RNA-seq in the ABRF next-generation sequencing study.

Authors:  Sheng Li; Scott W Tighe; Charles M Nicolet; Deborah Grove; Shawn Levy; William Farmerie; Agnes Viale; Chris Wright; Peter A Schweitzer; Yuan Gao; Dewey Kim; Joe Boland; Belynda Hicks; Ryan Kim; Sagar Chhangawala; Nadereh Jafari; Nalini Raghavachari; Jorge Gandara; Natàlia Garcia-Reyero; Cynthia Hendrickson; David Roberson; Jeffrey Rosenfeld; Todd Smith; Jason G Underwood; May Wang; Paul Zumbo; Don A Baldwin; George S Grills; Christopher E Mason
Journal:  Nat Biotechnol       Date:  2014-08-24       Impact factor: 54.908

Review 4.  Global implementation of genomic medicine: We are not alone.

Authors:  Teri A Manolio; Marc Abramowicz; Fahd Al-Mulla; Warwick Anderson; Rudi Balling; Adam C Berger; Steven Bleyl; Aravinda Chakravarti; Wasun Chantratita; Rex L Chisholm; Vajira H W Dissanayake; Michael Dunn; Victor J Dzau; Bok-Ghee Han; Tim Hubbard; Anne Kolbe; Bruce Korf; Michiaki Kubo; Paul Lasko; Erkki Leego; Surakameth Mahasirimongkol; Partha P Majumdar; Gert Matthijs; Howard L McLeod; Andres Metspalu; Pierre Meulien; Satoru Miyano; Yaakov Naparstek; P Pearl O'Rourke; George P Patrinos; Heidi L Rehm; Mary V Relling; Gad Rennert; Laura Lyman Rodriguez; Dan M Roden; Alan R Shuldiner; Sukdeb Sinha; Patrick Tan; Mats Ulfendahl; Robyn Ward; Marc S Williams; John E L Wong; Eric D Green; Geoffrey S Ginsburg
Journal:  Sci Transl Med       Date:  2015-06-03       Impact factor: 17.956

5.  Cell-cycle reprogramming for PI3K inhibition overrides a relapse-specific C481S BTK mutation revealed by longitudinal functional genomics in mantle cell lymphoma.

Authors:  David Chiron; Maurizio Di Liberto; Peter Martin; Xiangao Huang; Jeff Sharman; Pedro Blecua; Susan Mathew; Priyanka Vijay; Ken Eng; Siraj Ali; Amy Johnson; Betty Chang; Scott Ely; Olivier Elemento; Christopher E Mason; John P Leonard; Selina Chen-Kiang
Journal:  Cancer Discov       Date:  2014-07-31       Impact factor: 39.397

6.  A Bayesian deconvolution strategy for immunoprecipitation-based DNA methylome analysis.

Authors:  Thomas A Down; Vardhman K Rakyan; Daniel J Turner; Paul Flicek; Heng Li; Eugene Kulesha; Stefan Gräf; Nathan Johnson; Javier Herrero; Eleni M Tomazou; Natalie P Thorne; Liselotte Bäckdahl; Marlis Herberth; Kevin L Howe; David K Jackson; Marcos M Miretti; John C Marioni; Ewan Birney; Tim J P Hubbard; Richard Durbin; Simon Tavaré; Stephan Beck
Journal:  Nat Biotechnol       Date:  2008-07       Impact factor: 54.908

7.  Whole genome sequencing in support of wellness and health maintenance.

Authors:  Chirag J Patel; Ambily Sivadas; Rubina Tabassum; Thanawadee Preeprem; Jing Zhao; Dalia Arafat; Rong Chen; Alexander A Morgan; Gregory S Martin; Kenneth L Brigham; Atul J Butte; Greg Gibson
Journal:  Genome Med       Date:  2013-06-27       Impact factor: 11.117

8.  Detecting and correcting systematic variation in large-scale RNA sequencing data.

Authors:  Sheng Li; Paweł P Łabaj; Paul Zumbo; Peter Sykacek; Wei Shi; Leming Shi; John Phan; Po-Yen Wu; May Wang; Charles Wang; Danielle Thierry-Mieg; Jean Thierry-Mieg; David P Kreil; Christopher E Mason
Journal:  Nat Biotechnol       Date:  2014-08-24       Impact factor: 54.908

9.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

Review 10.  Clinical genomics in the world of the electronic health record.

Authors:  Keith Marsolo; S Andrew Spooner
Journal:  Genet Med       Date:  2013-07-11       Impact factor: 8.822

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  5 in total

1.  Implementing the VMC Specification to Reduce Ambiguity in Genomic Variant Representation.

Authors:  Michael Watkins; Shawn Rynearson; Alex Henrie; Karen Eilbeck
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

2.  Rational "Error Elimination" Approach to Evaluating Molecular Barcoded Next-Generation Sequencing Data Identifies Low-Frequency Mutations in Hematologic Malignancies.

Authors:  Saradhi Mallampati; Dzifa Y Duose; Michael A Harmon; Meenakshi Mehrotra; Rashmi Kanagal-Shamanna; Stephanie Zalles; Ignacio I Wistuba; Xiaoping Sun; Rajyalakshmi Luthra
Journal:  J Mol Diagn       Date:  2019-02-20       Impact factor: 5.568

Review 3.  Radiogenomics Based on PET Imaging.

Authors:  Yong-Jin Park; Mu Heon Shin; Seung Hwan Moon
Journal:  Nucl Med Mol Imaging       Date:  2020-05-09

Review 4.  Complex interactions between the microbiome and cancer immune therapy.

Authors:  Drew J Schwartz; Olivia N Rebeck; Gautam Dantas
Journal:  Crit Rev Clin Lab Sci       Date:  2019-09-17       Impact factor: 6.250

5.  Metabolic radiogenomics in lung cancer: associations between FDG PET image features and oncogenic signaling pathway alterations.

Authors:  Gahyun Kim; Jinho Kim; Se-Hoon Lee; Seung Hwan Moon; Hongui Cha; Woong-Yang Park; Jin Seok Ahn; Myung-Ju Ahn; Keunchil Park; Yong-Jin Park; Joon Young Choi; Kyung-Han Lee
Journal:  Sci Rep       Date:  2020-08-06       Impact factor: 4.379

  5 in total

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