Epigenetic phenotype of plasma cell-free DNA in the prediction of early-onset preeclampsia

被引:5
作者
He, Wei [1 ,2 ]
Zhang, Yi [3 ,4 ,5 ]
Wu, Kai [3 ]
Wang, Yunan [2 ]
Zhao, Xin [2 ]
Lv, Lijuan [2 ]
Ren, Congmian [2 ]
Lu, Jiaqi [2 ]
Yang, Jiexia [2 ]
Yin, Aihua [2 ,7 ]
Liu, Guocheng [6 ]
机构
[1] Jinan Univ, Affiliated Hosp 1, Guangzhou, Peoples R China
[2] Guangdong Women & Children Hosp, Med Genet Ctr, Guangzhou, Peoples R China
[3] Euler Technol, Beijing, Peoples R China
[4] Peking Tsinghua Ctr Life Sci, Beijing, Peoples R China
[5] Peking Univ, Sch Life Sci, Beijing, Peoples R China
[6] Guangdong Women & Children Hosp, Dept Obstet, Guangzhou, Peoples R China
[7] Guangdong Women & Children Hosp, Med Genet Ctr, Guangzhou 511400, Peoples R China
基金
国家重点研发计划;
关键词
Early-onset preeclampsia; cell-free DNA; non-invasive prenatal testing; DNA methylation; nucleosome; METHYLATION; PREGNANCIES; PLACENTAS; WOMEN;
D O I
10.1080/01443615.2023.2282100
中图分类号
R71 [妇产科学];
学科分类号
100211 ;
摘要
BackgroundIn the current study, we sought to characterise the methylation haplotypes and nucleosome positioning patterns of placental DNA and plasma cell-free DNA of pregnant women with early-onset preeclampsia using whole genome bisulphite sequencing (WGBS) and methylation capture bisulphite sequencing (MCBS) and further develop and examine the diagnostic performance of a generalised linear model (GLM) by incorporating the epigenetic features for early-onset preeclampsia.MethodsThis case-control study recruited pregnant women aged at least 18 years who delivered their babies at our Hospital. In addition, non-pregnant women with no previous history of diseases were included. Placental samples of the villous parenchyma were taken at the time of delivery and venous blood was drawn from pregnant women during non-invasive prenatal testing at 12-15 weeks of pregnancy and nonpregnant women during the physical check-up. WGBS and MCBS were carried out of extracted genomic DNA. Then, we established the GLM by incorporating preeclampsia-specific methylation haplotypes and nucleosome positioning patterns and examined the diagnostic performance of the model by receiver operating characteristic (ROC) curve analysis.ResultsThe study included 135 pregnant women and 50 non-pregnant women. Our high-depth MCBS revealed notably different DNA methylation and nucleosome positioning patterns between women with and without preeclampsia. Preeclampsia-specific hypermethylated sites were found predominantly in the promoter regions and particularly enriched in CTCF on the X chromosome. Totally, 2379 preeclampsia-specific methylation haplotypes were found across the entire genome. ROC analysis showed that the area under the ROC curve (AUC) was 0.938 (95%CI 0.877, 1.000). At a GLM cut-off of 0.341, the AUC was the maximum, with a sensitivity of 95.6% and a specificity of 89.7%.ConclusionPregnant women with early-onset preeclampsia exhibit DNA methylation and nucleosome positioning patterns in placental and plasma DNA. Early-onset preeclampsia is a potentially dangerous condition that can have a profound impact on the health of both the expectant mother and her unborn child. This condition is particularly concerning because it's challenging to predict who may be affected using conventional methods such as monitoring blood pressure. In our research, we've developed an innovative, non-invasive approach to predict the onset of early preeclampsia. We do this by analysing the genetic material of the developing baby, which can be found in the mother's blood. Our method has shown remarkable accuracy in our testing populations, and its implications are substantial. By providing an early warning system, this breakthrough can benefit pregnant women immensely. It means that early-onset preeclampsia can be identified and addressed well before it becomes a serious health threat. This allows for timely medical interventions and treatments, significantly improving the well-being of both mothers and their precious little ones.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Maternal cell-free DNA in early pregnancy for preeclampsia screening: a systematic review
    Arbuzova, Svitlana
    Cuckle, Howard
    ARCHIVES OF GYNECOLOGY AND OBSTETRICS, 2025, : 1249 - 1258
  • [22] Epigenetic Biomarkers in Cell-Free DNA and Applications in Liquid Biopsy
    Gai, Wanxia
    Sun, Kun
    GENES, 2019, 10 (01)
  • [23] External validation of a model for periconceptional prediction of recurrent early-onset preeclampsia
    van Kuijk, S. M.
    Delahaije, D. H.
    Dirksen, C. D.
    Scheepers, H. C.
    Spaanderman, M. E.
    Ganzevoort, W.
    Duvekot, J. J.
    Oudijk, M. A.
    van Pampus, M. G.
    von Dadelszen, P.
    Peeters, L. L.
    Smits, L. J.
    HYPERTENSION IN PREGNANCY, 2014, 33 (03) : 265 - 276
  • [24] Fetal cell-free DNA fraction in maternal plasma for the prediction of hypertensive disorders of pregnancy
    Suzumori, Nobuhiro
    Sekizawa, Akihiko
    Ebara, Takeshi
    Samura, Osamu
    Sasaki, Aiko
    Akaishi, Rina
    Wada, Seiji
    Hamanoue, Haruka
    Hirahara, Fumiki
    Izumi, Haruna
    Sawai, Hideaki
    Nakamura, Hiroaki
    Yamada, Takahiro
    Miura, Kiyonori
    Masuzaki, Hideaki
    Yamashita, Takahiro
    Okai, Takashi
    Kamei, Yoshimasa
    Namba, Akira
    Murotsuki, Jun
    Tanemoto, Tomohiro
    Fukushima, Akimune
    Hain, Kazufumi
    Tairaku, Shinya
    Matsubara, Keiichi
    Maeda, Kazutoshi
    Kaji, Takashi
    Ogawa, Masanobu
    Osada, Hisao
    Nishizawa, Haruki
    Okamoto, Yoko
    Kanagawa, Takeshi
    Kakigano, Aiko
    Kitagawa, Michihiro
    Ogawa, Masaki
    Izumi, Shunichiro
    Katagiri, Yukiko
    Takeshita, Naoki
    Kasai, Yasuyo
    Naruse, Katsuhiko
    Neki, Reiko
    Masuyama, Hisashi
    Hyodo, Maki
    Kawano, Yukie
    Ohba, Takashi
    Ichizuka, Kiyotake
    Nagamatsu, Takeshi
    Watanabe, Atsushi
    Shirato, Nahoko
    Yotsumoto, Junko
    EUROPEAN JOURNAL OF OBSTETRICS & GYNECOLOGY AND REPRODUCTIVE BIOLOGY, 2018, 224 : 165 - 169
  • [25] Advancing diagnosis and early risk assessment of preeclampsia through noninvasive cell-free DNA methylation profiling
    Baetens, Machteld
    Van Gaever, Bram
    Deblaere, Stephanie
    De Koker, Andries
    Meuris, Leander
    Callewaert, Nico
    Janssens, Sandra
    Roelens, Kristien
    Roets, Ellen
    Van Dorpe, Jo
    Dehaene, Isabelle
    Menten, Bjorn
    CLINICAL EPIGENETICS, 2024, 16 (01)
  • [26] Early-onset preeclampsia and neonatal outcomes
    Jelin, Angie C.
    Cheng, Yvonne W.
    Shaffer, Brian L.
    Kaimal, Anjali J.
    Little, Sarah E.
    Caughey, Aaron B.
    JOURNAL OF MATERNAL-FETAL & NEONATAL MEDICINE, 2010, 23 (05) : 389 - 392
  • [27] Maternal plasma cell-free DNA in the prediction of pre-eclampsia
    Rolnik, D. L.
    O'Gorman, N.
    Fiolna, M.
    van den Boom, D.
    Nicolaides, K. H.
    Poon, L. C.
    ULTRASOUND IN OBSTETRICS & GYNECOLOGY, 2015, 45 (01) : 106 - 111
  • [28] Risk Prediction Model of Early-Onset Preeclampsia Based on Risk Factors and Routine Laboratory Indicators
    Xue, Yuting
    Yang, Nan
    Gu, Xunke
    Wang, Yongqing
    Zhang, Hua
    Jia, Keke
    LIFE-BASEL, 2023, 13 (08):
  • [29] Noninvasive early detection of colorectal cancer by hypermethylation of the LINC00473 promoter in plasma cell-free DNA
    Ruiz-Banobre, Juan
    Rodriguez-Casanova, Aitor
    Costa-Fraga, Nicolas
    Bao-Caamano, Aida
    Alvarez-Castro, Ana
    Carreras-Presas, Martin
    Brozos-Vazquez, Elena
    Vidal-Insua, Yolanda
    Vazquez-Rivera, Francisca
    Candamio-Folgar, Sonia
    Mosquera-Presedo, Manuel
    Lago-Leston, Ramon M.
    Muinelo-Romay, Laura
    Angel Vazquez-Bueno, Jose
    Sanz-Pamplona, Rebeca
    Moreno, Victor
    Goel, Ajay
    Castillo, Lourdes
    Martin, Ana C.
    Arroyo, Rocio
    Esteller, Manel
    Crujeiras, Ana B.
    Lopez-Lopez, Rafael
    Diaz-Lagares, Angel
    CLINICAL EPIGENETICS, 2022, 14 (01)
  • [30] Cell-free DNA in the plasma of patients with systemic sclerosis
    Mosca, Marta
    Giuliano, Tiziana
    Cuomo, Giovanna
    Doveri, Marica
    Tani, Chiara
    Curcio, Michele
    Abignano, Giuseppina
    De Feo, Francesca
    Bazzichi, Laura
    Della Rossa, Alessandra
    Valentini, Gabriele
    Bombardieri, Stefano
    CLINICAL RHEUMATOLOGY, 2009, 28 (12) : 1437 - 1440