Literature DB >> 20604711

A decade of systems biology.

Han-Yu Chuang1, Matan Hofree, Trey Ideker.   

Abstract

Systems biology provides a framework for assembling models of biological systems from systematic measurements. Since the field was first introduced a decade ago, considerable progress has been made in technologies for global cell measurement and in computational analyses of these data to map and model cell function. It has also greatly expanded into the translational sciences, with approaches pioneered in yeast now being applied to elucidate human development and disease. Here, we review the state of the field with a focus on four emerging applications of systems biology that are likely to be of particular importance during the decade to follow: (a) pathway-based biomarkers, (b) global genetic interaction maps, (c) systems approaches to identify disease genes, and (d) stem cell systems biology. We also cover recent advances in software tools that allow biologists to explore system-wide models and to formulate new hypotheses. The applications and methods covered in this review provide a set of prime exemplars useful to cell and developmental biologists wishing to apply systems approaches to areas of interest.

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Year:  2010        PMID: 20604711      PMCID: PMC3371392          DOI: 10.1146/annurev-cellbio-100109-104122

Source DB:  PubMed          Journal:  Annu Rev Cell Dev Biol        ISSN: 1081-0706            Impact factor:   13.827


  120 in total

1.  CGI: a new approach for prioritizing genes by combining gene expression and protein-protein interaction data.

Authors:  Xiaotu Ma; Hyunju Lee; Li Wang; Fengzhu Sun
Journal:  Bioinformatics       Date:  2006-11-10       Impact factor: 6.937

2.  Systematic pathway analysis using high-resolution fitness profiling of combinatorial gene deletions.

Authors:  Robert P St Onge; Ramamurthy Mani; Julia Oh; Michael Proctor; Eula Fung; Ronald W Davis; Corey Nislow; Frederick P Roth; Guri Giaever
Journal:  Nat Genet       Date:  2007-01-07       Impact factor: 38.330

3.  Characterization of DNA methylation change in stem cell marker genes during differentiation of human embryonic stem cells.

Authors:  Seungeun Yeo; Sangkyun Jeong; Janghwan Kim; Jee-Soo Han; Yong-Mahn Han; Yong-Kook Kang
Journal:  Biochem Biophys Res Commun       Date:  2007-05-25       Impact factor: 3.575

4.  The human disease network.

Authors:  Kwang-Il Goh; Michael E Cusick; David Valle; Barton Childs; Marc Vidal; Albert-László Barabási
Journal:  Proc Natl Acad Sci U S A       Date:  2007-05-14       Impact factor: 11.205

5.  A human phenome-interactome network of protein complexes implicated in genetic disorders.

Authors:  Kasper Lage; E Olof Karlberg; Zenia M Størling; Páll I Olason; Anders G Pedersen; Olga Rigina; Anders M Hinsby; Zeynep Tümer; Flemming Pociot; Niels Tommerup; Yves Moreau; Søren Brunak
Journal:  Nat Biotechnol       Date:  2007-03       Impact factor: 54.908

6.  Identification of functional modules using network topology and high-throughput data.

Authors:  Igor Ulitsky; Ron Shamir
Journal:  BMC Syst Biol       Date:  2007-01-26

7.  Genome-wide analysis of genetic alterations in acute lymphoblastic leukaemia.

Authors:  Charles G Mullighan; Salil Goorha; Ina Radtke; Christopher B Miller; Elaine Coustan-Smith; James D Dalton; Kevin Girtman; Susan Mathew; Jing Ma; Stanley B Pounds; Xiaoping Su; Ching-Hon Pui; Mary V Relling; William E Evans; Sheila A Shurtleff; James R Downing
Journal:  Nature       Date:  2007-04-12       Impact factor: 49.962

8.  Computational analysis of the synergy among multiple interacting genes.

Authors:  Dimitris Anastassiou
Journal:  Mol Syst Biol       Date:  2007-02-13       Impact factor: 11.429

9.  A network biology approach to prostate cancer.

Authors:  Ayla Ergün; Carolyn A Lawrence; Michael A Kohanski; Timothy A Brennan; James J Collins
Journal:  Mol Syst Biol       Date:  2007-02-13       Impact factor: 11.429

10.  Identification of key processes underlying cancer phenotypes using biologic pathway analysis.

Authors:  Sol Efroni; Carl F Schaefer; Kenneth H Buetow
Journal:  PLoS One       Date:  2007-05-09       Impact factor: 3.240

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  115 in total

1.  Topological analysis and interactive visualization of biological networks and protein structures.

Authors:  Nadezhda T Doncheva; Yassen Assenov; Francisco S Domingues; Mario Albrecht
Journal:  Nat Protoc       Date:  2012-03-15       Impact factor: 13.491

2.  Pathway crosstalk effects: Shrinkage and disentanglement using a Bayesian hierarchical model.

Authors:  Alin Tomoiaga; Peter Westfall; Michele Donato; Sorin Draghici; Sonia Hassan; Roberto Romero; Paola Tellaroli
Journal:  Stat Biosci       Date:  2016-07-26

Review 3.  Recent advances in nanobiotechnology and high-throughput molecular techniques for systems biomedicine.

Authors:  Eung-Sam Kim; Eun Hyun Ahn; Euiheon Chung; Deok-Ho Kim
Journal:  Mol Cells       Date:  2013-11-20       Impact factor: 5.034

4.  Siri of the cell: what biology could learn from the iPhone.

Authors:  Anne-Ruxandra Carvunis; Trey Ideker
Journal:  Cell       Date:  2014-04-24       Impact factor: 41.582

5.  Counterpoint: Do not opine before it's time.

Authors:  Isaac S Kohane; David M Margulies
Journal:  Nat Biotechnol       Date:  2011-03       Impact factor: 54.908

6.  Point: Are we prepared for the future doctor visit?

Authors:  Stephen H Friend; Trey Ideker
Journal:  Nat Biotechnol       Date:  2011-03       Impact factor: 54.908

7.  Simultaneous Quantification of Viral Antigen Expression Kinetics Using Data-Independent (DIA) Mass Spectrometry.

Authors:  Nathan P Croft; Danielle A de Verteuil; Stewart A Smith; Yik Chun Wong; Ralf B Schittenhelm; David C Tscharke; Anthony W Purcell
Journal:  Mol Cell Proteomics       Date:  2015-03-09       Impact factor: 5.911

8.  Model First and Ask Questions Later: Confessions of a Reformed Experimentalist.

Authors:  Jeffrey W Holmes
Journal:  J Biomech Eng       Date:  2019-04-08       Impact factor: 2.097

Review 9.  Systems biology for molecular life sciences and its impact in biomedicine.

Authors:  Miguel Ángel Medina
Journal:  Cell Mol Life Sci       Date:  2012-08-19       Impact factor: 9.261

Review 10.  Integrating omics technologies to study pulmonary physiology and pathology at the systems level.

Authors:  Ravi Ramesh Pathak; Vrushank Davé
Journal:  Cell Physiol Biochem       Date:  2014-04-28
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