Characterization of ultra-short plasma cell-free DNA in maternal blood and its potential as a screening marker for pregnancy complications
Author:
Liu Weiqiang1, Lu Qin2, Hu Liang1, Zhang Tong1, Wen Lijuan1, Zeng Shuxian1, Zhong Jiatong1, Lin Nani2, Chen Yanxiang2, Wang Yimin2
Affiliation:
1. Longgang District Maternity & Child Healthcare Hospital of Shenzhen City (Longgang Maternity and Child Institute of Shantou University Medical College 2. GeneMind Biosciences Co., Ltd
Abstract
Abstract
Background
Cell-free DNA (cfDNA) in maternal blood is the basis for non-invasive prenatal testing (NIPT). Recently, a new category of cfDNA with a length of 30 to 70 base pairs (bp) has been identified, and its diagnostic potential for cancer has been proposed. However, the characteristics of ultrashort cfDNA in maternal blood during pregnancy have not been determined. This study aimed to investigate the characteristics of ultra-short cfDNA during pregnancy.
Methods
Ultra-short cfDNA was isolated from the plasma of pregnant and non-pregnant women, and next-generation Sequencing (NGS) libraries were constructed. Deep sequencing and characterization of the features in ultra-short cfDNA in pregnancy were performed. A preeclampsia cohort was included, and high-depth sequencing data identified distinct enriched ultra-short peaks. These features were selected and used to build a diagnostic model in a training cohort, which was subsequently validated in a test cohort.
Results
Sequencing data revealed that ultra-short cfDNA in maternal blood was enriched in accessible open chromatin regions of blood cells and placental cells. The adoption of a potential G-quadruplex (G4) motif on the antisense was found in a significant proportion of peaks. Distinct features of the ultra-short cfDNA were observed between preeclampsia and healthy controls. The model constructed from these components achieved an area under the curve (AUC) of 0.96 in the training set and 0.86 in the test set.
Conclusions
Our results provide a characterization of ultra-short cfDNA in maternal blood and an assessment of its potential for the early diagnosis of pregnancy complications.
Publisher
Research Square Platform LLC
Reference31 articles.
1. 1. Ivanov M, Baranova A, Butler T, Spellman P, Mileyko V: Non-random fragmentation patterns in circulating cell-free DNA reflect epigenetic regulation. BMC Genomics 2015, 16 Suppl 13(Suppl 13):S1. 2. 2. Snyder MW, Kircher M, Hill AJ, Daza RM, Shendure J: Cell-free DNA Comprises an In Vivo Nucleosome Footprint that Informs Its Tissues-Of-Origin. Cell 2016, 164(1–2):57–68. 3. 3. Lo YM, Chan KC, Sun H, Chen EZ, Jiang P, Lun FM, Zheng YW, Leung TY, Lau TK, Cantor CR et al: Maternal plasma DNA sequencing reveals the genome-wide genetic and mutational profile of the fetus. Sci Transl Med 2010, 2(61):61ra91. 4. 4. Sun K, Jiang P, Wong AIC, Cheng YKY, Cheng SH, Zhang H, Chan KCA, Leung TY, Chiu RWK, Lo YMD: Size-tagged preferred ends in maternal plasma DNA shed light on the production mechanism and show utility in noninvasive prenatal testing. Proc Natl Acad Sci U S A 2018, 115(22):E5106-e5114. 5. 5. Liang B, Li H, He Q, Li H, Kong L, Xuan L, Xia Y, Shen J, Mao Y, Li Y et al: Enrichment of the fetal fraction in non-invasive prenatal screening reduces maternal background interference. Sci Rep 2018, 8(1):17675.
|
|