A novel approach for in vivo DNA footprinting using short double-stranded cell-free DNA from plasma

被引:0
作者
Mueller, Jan [1 ,2 ,3 ,4 ,5 ]
Hartwig, Christina [1 ,6 ]
Sonntag, Mirko [1 ,7 ]
Bitzer, Lisa [1 ]
Adelmann, Christopher [1 ]
Vainshtein, Yevhen [1 ]
Glanz, Karolina [1 ]
Decker, Sebastian O. [8 ]
Brenner, Thorsten [9 ]
Weber, Georg F. [10 ,11 ,12 ]
von Haeseler, Arndt [13 ,14 ,15 ]
Sohn, Kai [1 ]
机构
[1] Fraunhofer Inst Interfacial Engn & Biotechnol IGB, Innovat Field In Vitro Diagnost, D-70569 Stuttgart, Germany
[2] Vienna Bioctr Campus, Max Perutz Labs, A-1030 Vienna, Austria
[3] Univ Vienna, Ctr Integrat Bioinformat Vienna, Dept Struct & Computat Biol, Max Perutz Labs, A-1030 Vienna, Austria
[4] Univ Vienna, Doctoral Sch, Vienna BioCtr PhD Program, A-1030 Vienna, Austria
[5] Med Univ Vienna, A-1030 Vienna, Austria
[6] Univ Stuttgart, Inst Interfacial Engn & Plasma Technol, D-70569 Stuttgart, Germany
[7] Eberhard Karls Univ Tubingen, Interfac Grad Sch Infect Biol & Microbiol, D-72074 Tubingen, Germany
[8] Heidelberg Univ, Med Fac Heidelberg, Dept Anesthesiol, D-69120 Heidelberg, Germany
[9] Univ Duisburg Essen, Univ Hosp Essen, Dept Anesthesiol & Intens Care Med, D-45147 Essen, Germany
[10] Friedrich Alexander Univ Erlangen Nurnberg, Dept Surg, D-91054 Erlangen, Germany
[11] Univ Klinikum Erlangen, D-91054 Erlangen, Germany
[12] Friedrich Alexander Univ Erlangen Nurnberg, Comprehens Canc Ctr Erlangen EMN, D-91054 Erlangen, Germany
[13] Univ Vienna, Ctr Integrat Bioinformat Vienna, Max Perutz Labs, A-1030 Vienna, Austria
[14] Med Univ Vienna, Vienna BioCtr, A-1030 Vienna, Austria
[15] Univ Vienna, Fac Comp Sci Bioinformat & Computat Biol, A-1090 Vienna, Austria
关键词
TRANSCRIPTION FACTOR-BINDING; PROLIFERATION; APOPTOSIS; DATABASE; PACKAGE;
D O I
10.1101/gr.279326.124
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
Here, we present a method for enrichment of double-stranded cfDNA with an average length of similar to 40 bp from cfDNA for high-throughput DNA sequencing. This class of cfDNA is enriched at gene promoters and binding sites of transcription factors or structural DNA-binding proteins, so that a genome-wide DNA footprint is directly captured from liquid biopsies. In short double-stranded cfDNA from healthy individuals, we find significant enrichment of 203 transcription factor motifs. Additionally, short double-stranded cfDNA signals at specific genomic regions correlate negatively with DNA methylation, positively with H3K4me3 histone modifications and gene transcription. The diagnostic potential of short double-stranded cell-free DNA (cfDNA) in blood plasma has not yet been recognized. When comparing short double-stranded cfDNA from patient samples of pancreatic ductal adenocarcinoma with colorectal carcinoma or septic with postoperative controls, we identify 136 and 241 differentially enriched loci, respectively. Using these differentially enriched loci, the disease types can be clearly distinguished by principal component analysis, demonstrating the diagnostic potential of short double-stranded cfDNA signals as a new class of biomarkers for liquid biopsies.
引用
收藏
页码:1185 / 1195
页数:11
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