title: Non-random fragmentation patterns in circulating cell-free DNA reflect epigenetic regulation.
abstract: BACKGROUND
  The assessment of cell-free circulating DNA fragments, also known as a "liquid biopsy" of the patient's plasma, is an important source for the discovery and subsequent non-invasive monitoring of cancer and other pathological conditions. Although the nucleosome-guided fragmentation patterns of cell-free DNA (cfDNA) have not yet been studied in detail, non-random representation of cfDNA sequencies may reflect chromatin features in the tissue of origin at gene-regulation level.
  
  
  RESULTS
  In this study, we investigated the association between epigenetic landscapes of human tissues evident in the patterns of cfDNA in plasma by deep sequencing of human cfDNA samples. We have demonstrated that baseline characteristics of cfDNA fragmentation pattern are in concordance with the ones corresponding to cell lines-derived. To identify the loci differentially represented in cfDNA fragment, we mapped the transcription start sites within the sequenced cfDNA fragments and tested for association of these genomic coordinates with the relative strength and the patterns of gene expressions. Preselected sets of house-keeping and tissue specific genes were used as models for actively expressed and silenced genes. Developed measure of gene regulation was able to differentiate these two sets based on sequencing coverage near gene transcription start site.
  
  
  CONCLUSIONS
  Experimental outcomes suggest that cfDNA retains characteristics previously noted in genome-wide analysis of chromatin structure, in particular, in MNase-seq assays. Thus far the analysis of the DNA fragmentation pattern may aid further developing of cfDNA based biomarkers for a variety of human conditions.
authors.forename: Maxim
authors.initials: M
authors.lastname: Ivanov
authors.forename: Ancha
authors.initials: A
authors.lastname: Baranova
authors.forename: Timothy
authors.initials: T
authors.lastname: Butler
authors.forename: Paul
authors.initials: P
authors.lastname: Spellman
authors.forename: Vladislav
authors.initials: V
authors.lastname: Mileyko
mesh_terms: D017209:Apoptosis; D004247:DNA / Q000097:blood / Q000737:chemistry / Q000235:genetics* / Q000378:metabolism*; D053938:DNA Fragmentation; D044127:Epigenesis, Genetic; D015870:Gene Expression; D059014:High-Throughput Nucleotide Sequencing; D006801:Humans; D009707:Nucleosomes / Q000737:chemistry / Q000235:genetics / Q000378:metabolism*; D017422:Sequence Analysis, DNA
chemical_list: D009707:Nucleosomes; D004247:DNA