First mitochondrial genome-wide association study with metabolomics

被引:8
作者
Aboulmaouahib, Brahim [1 ,2 ,17 ]
Kastenmueller, Gabi [3 ]
Suhre, Karsten [4 ]
Zoellner, Sebastian [5 ,6 ]
Weissensteiner, Hansi [7 ]
Prehn, Cornelia [8 ]
Adamski, Jerzy [9 ,10 ,11 ]
Gieger, Christian [12 ,13 ,14 ]
Wang-Sattler, Rui [12 ,13 ,14 ]
Lichtner, Peter [15 ]
Strauch, Konstantin [1 ,2 ,16 ]
Flaquer, Antonia [1 ,16 ]
机构
[1] LMU, Inst Med Informat Proc Biometry & Epidemiol IBE, Munich, Germany
[2] Johannes Gutenberg Univ Mainz, Univ Med Ctr, Inst Med Biostat Epidemiol & Informat IMBEI, Mainz, Germany
[3] Helmholtz Zentrum Munchen, Inst Computat Biol, German Res Ctr Environm Hlth, Neuherberg, Germany
[4] Weill Cornell Med Coll Qatar, Dept Physiol & Biophys, Doha, State Of Qatar, Qatar
[5] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Dept Psychiat, Ann Arbor, MI 48109 USA
[7] Med Univ Innsbruck, Inst Genet Epidemiol, Dept Genet & Pharmacol, Innsbruck, Austria
[8] German Res Ctr Environm Hlth, Res Unit Mol Epidemiol, Helmholtz Zentrum Munchen, Neuherberg, Germany
[9] German Ctr Diabet Res DZD, Neuherberg, Germany
[10] Helmholtz Zentrum Munchen, Inst Epidemiol, German Res Ctr Environm Hlth, Neuherberg, Germany
[11] Helmholtz Zentrum Munchen, Inst Human Genet, German Res Ctr Environm Hlth, Neuherberg, Germany
[12] Helmholtz Zentrum Munchen, Inst Genet Epidemiol, German Res Ctr Environm Hlth, Neuherberg, Germany
[13] Helmholtz Zentrum Munchen, Inst Expt Genet, German Res Ctr Environm Hlth, Neuherberg, Germany
[14] Natl Univ Singapore, Yong Loo Lin Sch Med, Dept Biochem, 8 Med Dr, Singapore 117597, Singapore
[15] Univ Ljubljana, Fac Med, Inst Biochem, Vrazov Trg 2, Ljubljana 1000, Slovenia
[16] Helmholtz Zentrum Munchen, German Res Ctr Environm Hlth, Metabol & Prote Core, Neuherberg, Germany
[17] Univ Med Ctr Mainz, Inst Med Biostat Epidemiol & Informat IMBEI, D-55101 Mainz, Germany
关键词
PHOSPHATIDYLCHOLINE METABOLISM; DNA; DISEASE; OBESITY; MODEL;
D O I
10.1093/hmg/ddab312
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In the era of personalized medicine with more and more patient-specific targeted therapies being used, we need reliable, dynamic, faster and sensitive biomarkers both to track the causes of disease and to develop and evolve therapies during the course of treatment. Metabolomics recently has shown substantial evidence to support its emerging role in disease diagnosis and prognosis. Aside from biomarkers and development of therapies, it is also an important goal to understand the involvement of mitochondrial DNA (mtDNA) in metabolic regulation, aging and disease development. Somatic mutations of the mitochondrial genome are also heavily implicated in age-related disease and aging. The general hypothesis is that an alteration in the concentration of metabolite profiles (possibly conveyed by lifestyle and environmental factors) influences the increase of mutation rate in the mtDNA and thereby contributes to a range of pathophysiological alterations observed in complex diseases. We performed an inverted mitochondrial genome-wide association analysis between mitochondrial nucleotide variants (mtSNVs) and concentration of metabolites. We used 151 metabolites and the whole sequenced mitochondrial genome from 2718 individuals to identify the genetic variants associated with metabolite profiles. Because of the high coverage, next-generation sequencing-based analysis of the mitochondrial genome allows for an accurate detection of mitochondrial heteroplasmy and for the identification of variants associated with the metabolome. The strongest association was found for mt715(G > A) located in the MT-12SrRNA with the metabolite ratio of C2/C10:1 (P-value = 6.82*10(-09), beta = 0.909). The second most significant mtSNV was found for mt3714(A > G) located in the MT-ND1 with the metabolite ratio of phosphatidylcholine (PC) ae C42:5/PC ae C44:5 (P-value = 1.02*10(-08), beta = 3.631). A large number of significant metabolite ratios were observed involving PC aa C36:6 and the variant mt10689(G > A), located in the MT-ND4L gene. These results show an important interconnection between mitochondria and metabolite concentrations. Considering that some of the significant metabolites found in this study have been previously related to complex diseases, such as neurological disorders and metabolic conditions, these associations found here might play a crucial role for further investigations of such complex diseases. Understanding the mechanisms that control human health and disease, in particular, the role of genetic predispositions and their interaction with environmental factors is a prerequisite for the development of safe and efficient therapies for complex disorders.
引用
收藏
页码:3367 / 3376
页数:10
相关论文
共 59 条
[21]   Long-range PCR in next-generation sequencing: comparison of six enzymes and evaluation on the MiSeq sequencer [J].
Jia, Haiying ;
Guo, Yunfei ;
Zhao, Weiwei ;
Wang, Kai .
SCIENTIFIC REPORTS, 2014, 4
[22]   Body Fat Free Mass Is Associated with the Serum Metabolite Profile in a Population-Based Study [J].
Jourdan, Carolin ;
Petersen, Ann-Kristin ;
Gieger, Christian ;
Doering, Angela ;
Illig, Thomas ;
Wang-Sattler, Rui ;
Meisinger, Christa ;
Peters, Annette ;
Adamski, Jerzy ;
Prehn, Cornelia ;
Suhre, Karsten ;
Altmaier, Elisabeth ;
Kastenmueller, Gabi ;
Romisch-Margl, Werner ;
Theis, Fabian J. ;
Krumsiek, Jan ;
Wichmann, H. -Erich ;
Linseisen, Jakob .
PLOS ONE, 2012, 7 (06)
[23]   Metabolic Profiling of Plasma in Overweight/Obese and Lean Men using Ultra Performance Liquid Chromatography and Q-TOF Mass Spectrometry (UPLC-Q-TOF MS) [J].
Kim, Ji Young ;
Park, Ju Yeon ;
Kim, Oh Yoen ;
Ham, Bo Mi ;
Kim, Hyun-Jin ;
Kwon, Dae Young ;
Jang, Yangsoo ;
Lee, Jong Ho .
JOURNAL OF PROTEOME RESEARCH, 2010, 9 (09) :4368-4375
[24]   Mitochondrial control of cell death [J].
Kroemer, G ;
Reed, JC .
NATURE MEDICINE, 2000, 6 (05) :513-519
[25]   Association of the mtDNA m.4171C>A/MT-ND1 mutation with both optic neuropathy and bilateral brainstem lesions [J].
La Morgia, Chiara ;
Caporali, Leonardo ;
Gandini, Francesca ;
Olivieri, Anna ;
Toni, Francesco ;
Nassetti, Stefania ;
Brunetto, Daniela ;
Stipa, Carlotta ;
Scaduto, Cristina ;
Parmeggiani, Antonia ;
Tonon, Caterina ;
Lodi, Raffaele ;
Torroni, Antonio ;
Carelli, Valerio .
BMC NEUROLOGY, 2014, 14
[26]   Adjusting multiple testing in multilocus analyses using the eigenvalues of a correlation matrix [J].
Li, J ;
Ji, L .
HEREDITY, 2005, 95 (03) :221-227
[27]   Targeting mitochondrial reactive oxygen species as novel therapy for inflammatory diseases and cancers [J].
Li, Xinyuan ;
Fang, Pu ;
Mai, Jietang ;
Choi, Eric T. ;
Wang, Hong ;
Yang, Xiao-feng .
JOURNAL OF HEMATOLOGY & ONCOLOGY, 2013, 6
[28]   Serum Levels of Acylcarnitines Are Altered in Prediabetic Conditions [J].
Mai, Manuel ;
Toenjes, Anke ;
Kovacs, Peter ;
Stumvoll, Michael ;
Fiedler, Georg Martin ;
Leichtle, Alexander Benedikt .
PLOS ONE, 2013, 8 (12)
[29]   RNA-seq: An assessment of technical reproducibility and comparison with gene expression arrays [J].
Marioni, John C. ;
Mason, Christopher E. ;
Mane, Shrikant M. ;
Stephens, Matthew ;
Gilad, Yoav .
GENOME RESEARCH, 2008, 18 (09) :1509-1517
[30]   Mitochondria: More than just a powerhouse [J].
McBride, Heidi M. ;
Neuspiel, Margaret ;
Wasiak, Sylwia .
CURRENT BIOLOGY, 2006, 16 (14) :R551-R560