Literature DB >> 31895050

Integrative omics approaches provide biological and clinical insights: examples from mitochondrial diseases.

Sofia Khan1, Gulayse Ince-Dunn2, Anu Suomalainen2,3,4, Laura L Elo1.   

Abstract

High-throughput technologies for genomics, transcriptomics, proteomics, and metabolomics, and integrative analysis of these data, enable new, systems-level insights into disease pathogenesis. Mitochondrial diseases are an excellent target for hypothesis-generating omics approaches, as the disease group is mechanistically exceptionally complex. Although the genetic background in mitochondrial diseases is in either the nuclear or the mitochondrial genome, the typical downstream effect is dysfunction of the mitochondrial respiratory chain. However, the clinical manifestations show unprecedented variability, including either systemic or tissue-specific effects across multiple organ systems, with mild to severe symptoms, and occurring at any age. So far, the omics approaches have provided mechanistic understanding of tissue-specificity and potential treatment options for mitochondrial diseases, such as metabolome remodeling. However, no curative treatments exist, suggesting that novel approaches are needed. In this Review, we discuss omics approaches and discoveries with the potential to elucidate mechanisms of and therapies for mitochondrial diseases.

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Year:  2020        PMID: 31895050      PMCID: PMC6934214          DOI: 10.1172/JCI129202

Source DB:  PubMed          Journal:  J Clin Invest        ISSN: 0021-9738            Impact factor:   14.808


  102 in total

1.  XCMS: processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching, and identification.

Authors:  Colin A Smith; Elizabeth J Want; Grace O'Maille; Ruben Abagyan; Gary Siuzdak
Journal:  Anal Chem       Date:  2006-02-01       Impact factor: 6.986

2.  Progressive loss of mitochondrial DNA in thymidine kinase 2-deficient mice.

Authors:  Xiaoshan Zhou; Nicola Solaroli; Mia Bjerke; James B Stewart; Björn Rozell; Magnus Johansson; Anna Karlsson
Journal:  Hum Mol Genet       Date:  2008-04-22       Impact factor: 6.150

3.  METLIN: A Technology Platform for Identifying Knowns and Unknowns.

Authors:  Carlos Guijas; J Rafael Montenegro-Burke; Xavier Domingo-Almenara; Amelia Palermo; Benedikt Warth; Gerrit Hermann; Gunda Koellensperger; Tao Huan; Winnie Uritboonthai; Aries E Aisporna; Dennis W Wolan; Mary E Spilker; H Paul Benton; Gary Siuzdak
Journal:  Anal Chem       Date:  2018-02-09       Impact factor: 6.986

4.  Proteomics, Post-translational Modifications, and Integrative Analyses Reveal Molecular Heterogeneity within Medulloblastoma Subgroups.

Authors:  Tenley C Archer; Tobias Ehrenberger; Filip Mundt; Maxwell P Gold; Karsten Krug; Clarence K Mah; Elizabeth L Mahoney; Colin J Daniel; Alexander LeNail; Divya Ramamoorthy; Philipp Mertins; D R Mani; Hailei Zhang; Michael A Gillette; Karl Clauser; Michael Noble; Lauren C Tang; Jessica Pierre-François; Jacob Silterra; James Jensen; Pablo Tamayo; Andrey Korshunov; Stefan M Pfister; Marcel Kool; Paul A Northcott; Rosalie C Sears; Jonathan O Lipton; Steven A Carr; Jill P Mesirov; Scott L Pomeroy; Ernest Fraenkel
Journal:  Cancer Cell       Date:  2018-09-10       Impact factor: 31.743

Review 5.  Multi-omics approaches to disease.

Authors:  Yehudit Hasin; Marcus Seldin; Aldons Lusis
Journal:  Genome Biol       Date:  2017-05-05       Impact factor: 13.583

Review 6.  Machine Learning Methods for Analysis of Metabolic Data and Metabolic Pathway Modeling.

Authors:  Miroslava Cuperlovic-Culf
Journal:  Metabolites       Date:  2018-01-11

7.  A systematic comparison of the MetaCyc and KEGG pathway databases.

Authors:  Tomer Altman; Michael Travers; Anamika Kothari; Ron Caspi; Peter D Karp
Journal:  BMC Bioinformatics       Date:  2013-03-27       Impact factor: 3.169

8.  Analysis of time-resolved gene expression measurements across individuals.

Authors:  Laura L Elo; Benno Schwikowski
Journal:  PLoS One       Date:  2013-12-09       Impact factor: 3.240

9.  A Phenotype-Driven Approach to Generate Mouse Models with Pathogenic mtDNA Mutations Causing Mitochondrial Disease.

Authors:  Johanna H K Kauppila; Holly L Baines; Ana Bratic; Marie-Lune Simard; Christoph Freyer; Arnaud Mourier; Craig Stamp; Roberta Filograna; Nils-Göran Larsson; Laura C Greaves; James B Stewart
Journal:  Cell Rep       Date:  2016-09-13       Impact factor: 9.423

10.  PubChem 2019 update: improved access to chemical data.

Authors:  Sunghwan Kim; Jie Chen; Tiejun Cheng; Asta Gindulyte; Jia He; Siqian He; Qingliang Li; Benjamin A Shoemaker; Paul A Thiessen; Bo Yu; Leonid Zaslavsky; Jian Zhang; Evan E Bolton
Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

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  8 in total

Review 1.  Systems Biochemistry Approaches to Defining Mitochondrial Protein Function.

Authors:  Andrew Y Sung; Brendan J Floyd; David J Pagliarini
Journal:  Cell Metab       Date:  2020-04-07       Impact factor: 27.287

Review 2.  NHLBI-CMREF Workshop Report on Pulmonary Vascular Disease Classification: JACC State-of-the-Art Review.

Authors:  William M Oldham; Anna R Hemnes; Micheala A Aldred; John Barnard; Evan L Brittain; Stephen Y Chan; Feixiong Cheng; Michael H Cho; Ankit A Desai; Joe G N Garcia; Mark W Geraci; Susan D Ghiassian; Kathryn T Hall; Evelyn M Horn; Mohit Jain; Rachel S Kelly; Jane A Leopold; Sara Lindstrom; Brian D Modena; William C Nichols; Christopher J Rhodes; Wei Sun; Andrew J Sweatt; Rebecca R Vanderpool; Martin R Wilkins; Beth Wilmot; Roham T Zamanian; Joshua P Fessel; Neil R Aggarwal; Joseph Loscalzo; Lei Xiao
Journal:  J Am Coll Cardiol       Date:  2021-04-27       Impact factor: 27.203

Review 3.  Next-generation engineered microsystems for cell biology: a systems-level roadmap.

Authors:  Subramanian Sundaram; Christopher S Chen
Journal:  Trends Cell Biol       Date:  2022-01-31       Impact factor: 21.167

4.  Integrative Network Fusion: A Multi-Omics Approach in Molecular Profiling.

Authors:  Marco Chierici; Nicole Bussola; Alessia Marcolini; Margherita Francescatto; Alessandro Zandonà; Lucia Trastulla; Claudio Agostinelli; Giuseppe Jurman; Cesare Furlanello
Journal:  Front Oncol       Date:  2020-06-30       Impact factor: 6.244

Review 5.  Abnormalities of hydrogen sulfide and glutathione pathways in mitochondrial dysfunction.

Authors:  Catarina M Quinzii; Luis C Lopez
Journal:  J Adv Res       Date:  2020-04-07       Impact factor: 10.479

6.  Comprehensive Transcriptomic and Metabolomic Analysis of the Litopenaeus vannamei Hepatopancreas After WSSV Challenge.

Authors:  Dianjiang Yu; Yufeng Zhai; Peimin He; Rui Jia
Journal:  Front Immunol       Date:  2022-02-10       Impact factor: 7.561

7.  Glutamate-Induced Deregulation of Krebs Cycle in Mitochondrial Encephalopathy Lactic Acidosis Syndrome Stroke-Like Episodes (MELAS) Syndrome Is Alleviated by Ketone Body Exposure.

Authors:  Sophie Belal; David Goudenège; Cinzia Bocca; Florent Dumont; Juan Manuel Chao De La Barca; Valérie Desquiret-Dumas; Naïg Gueguen; Guillaume Geffroy; Rayane Benyahia; Selma Kane; Salim Khiati; Céline Bris; Tamas Aranyi; Daniel Stockholm; Aurore Inisan; Aurélie Renaud; Magalie Barth; Gilles Simard; Pascal Reynier; Franck Letournel; Guy Lenaers; Dominique Bonneau; Arnaud Chevrollier; Vincent Procaccio
Journal:  Biomedicines       Date:  2022-07-11

Review 8.  Epilepsy in Mitochondrial Diseases-Current State of Knowledge on Aetiology and Treatment.

Authors:  Dorota Wesół-Kucharska; Dariusz Rokicki; Aleksandra Jezela-Stanek
Journal:  Children (Basel)       Date:  2021-06-22
  8 in total

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