Elevated Levels of Circulating DNA in Cardiovascular Disease Patients: Metagenomic Profiling of Microbiome in the Circulation

被引:165
作者
Dinakaran, Vasudevan [1 ]
Rathinavel, Andiappan [2 ,3 ]
Pushpanathan, Muthuirulan [1 ]
Sivakumar, Ramamoorthy [1 ]
Gunasekaran, Paramasamy [1 ]
Rajendhran, Jeyaprakash [1 ]
机构
[1] Madurai Kamaraj Univ, Ctr Excellence Genom Sci, Sch Biol Sci, Dept Genet, Madurai 625021, Tamil Nadu, India
[2] Madurai Med Coll, Dept Cardiothorac Surg, Madurai, Tamil Nadu, India
[3] Govt Rajaji Hosp, Madurai, Tamil Nadu, India
关键词
CELL-FREE DNA; CORONARY-HEART-DISEASE; RIBOSOMAL-RNA GENE; CAROTID ATHEROSCLEROSIS; PROGNOSTIC MARKER; SEQUENCE-ANALYSIS; BACTERIAL-DNA; HUMAN VIRUSES; HUMAN BLOOD; WEB SERVER;
D O I
10.1371/journal.pone.0105221
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cardiovascular diseases (CVDs) are the leading cause of death worldwide. An expanding body of evidence supports the role of human microbiome in the establishment of CVDs and, this has gained much attention recently. This work was aimed to study the circulating human microbiome in CVD patients and healthy subjects. The levels of circulating cell free DNA (circDNA) was higher in CVD patients (n = 80) than in healthy controls (n = 40). More specifically, the relative levels of circulating bacterial DNA and the ratio of 16S rRNA/beta-globin gene copy numbers were higher in the circulation of CVD patients than healthy individuals. In addition, we found a higher circulating microbial diversity in CVD patients (n = 3) in comparison to healthy individuals (n = 3) by deep shotgun sequencing. At the phylum level, we observed a dominance of Actinobacteria in CVD patients, followed by Proteobacteria, in contrast to that in healthy controls, where Proteobacteria was predominantly enriched, followed by Actinobacteria. The circulating virome in CVD patients was enriched with bacteriophages with a preponderance of Propionibacterium phages, followed by Pseudomonas phages and Rhizobium phages in contrast to that in healthy individuals, where a relatively greater abundance of eukaryotic viruses dominated by Lymphocystis virus (LCV) and Torque Teno viruses (TTV) was observed. Thus, the release of bacterial and viral DNA elements in the circulation could play a major role leading to elevated circDNA levels in CVD patients. The increased circDNA levels could be either the cause or consequence of CVD incidence, which needs to be explored further.
引用
收藏
页数:14
相关论文
共 62 条
[1]   PicoGreen quantitation of DNA: Effective evaluation of samples pre- or post-PCR [J].
Ahn, SJ ;
Costa, J ;
Emanuel, JR .
NUCLEIC ACIDS RESEARCH, 1996, 24 (13) :2623-2625
[2]   Blood Microbiota Dysbiosis Is Associated with the Onset of Cardiovascular Events in a Large General Population: The DESIR Study [J].
Amar, Jacques ;
Lange, Celine ;
Payros, Gaelle ;
Garret, Celine ;
Chabo, Chantal ;
Lantieri, Olivier ;
Courtney, Michael ;
Marre, Michel ;
Charles, Marie Aline ;
Balkau, Beverley ;
Burcelin, Remy .
PLOS ONE, 2013, 8 (01)
[3]   CloVR: A virtual machine for automated and portable sequence analysis from the desktop using cloud computing [J].
Angiuoli, Samuel V. ;
Matalka, Malcolm ;
Gussman, Aaron ;
Galens, Kevin ;
Vangala, Mahesh ;
Riley, David R. ;
Arze, Cesar ;
White, James R. ;
White, Owen ;
Fricke, W. Florian .
BMC BIOINFORMATICS, 2011, 12
[4]   The GAAS Metagenomic Tool and Its Estimations of Viral and Microbial Average Genome Size in Four Major Biomes [J].
Angly, Florent E. ;
Willner, Dana ;
Prieto-Davo, Alejandra ;
Edwards, Robert A. ;
Schmieder, Robert ;
Vega-Thurber, Rebecca ;
Antonopoulos, Dionysios A. ;
Barott, Katie ;
Cottrell, Matthew T. ;
Desnues, Christelle ;
Dinsdale, Elizabeth A. ;
Furlan, Mike ;
Haynes, Matthew ;
Henn, Matthew R. ;
Hu, Yongfei ;
Kirchman, David L. ;
McDole, Tracey ;
McPherson, John D. ;
Meyer, Folker ;
Miller, R. Michael ;
Mundt, Egbert ;
Naviaux, Robert K. ;
Rodriguez-Mueller, Beltran ;
Stevens, Rick ;
Wegley, Linda ;
Zhang, Lixin ;
Zhu, Baoli ;
Rohwer, Forest .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (12)
[5]  
Arahitiyawa NB, 2009, CLIN MICROBIOL REV, V22, P46, DOI [10.1128/CMR.00028-08, DOI 10.1128/CMR.00028-08]
[6]   Increased concentrations of cell-free plasma DNA after exhaustive exercise [J].
Atamaniuk, J ;
Vidotto, C ;
Tschan, H ;
Bachl, N ;
Stuhlmeier, KM ;
Müller, MM .
CLINICAL CHEMISTRY, 2004, 50 (09) :1668-1670
[7]   Transfusion transmission of highly prevalent commensal human viruses [J].
Bernardin, Flavien ;
Operskalski, Eva ;
Busch, Mike ;
Delwart, Eric .
TRANSFUSION, 2010, 50 (11) :2474-2483
[8]   A detailed analysis of 16S ribosomal RNA gene segments for the diagnosis of pathogenic bacteria [J].
Chakravorty, Soumitesh ;
Helb, Danica ;
Burday, Michele ;
Connell, Nancy ;
Alland, David .
JOURNAL OF MICROBIOLOGICAL METHODS, 2007, 69 (02) :330-339
[9]  
Chevreux B, 2005, THESIS
[10]   APPLICATIONS OF NEXT-GENERATION SEQUENCING The human microbiome: at the interface of health and disease [J].
Cho, Ilseung ;
Blaser, Martin J. .
NATURE REVIEWS GENETICS, 2012, 13 (04) :260-270