Comprehensive characterization of maternal, fetal, and neonatal microbiomes supports prenatal colonization of the gastrointestinal tract
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Comprehensive characterization
of maternal, fetal, and neonatal
microbiomes supports prenatal
colonization of the gastrointestinal
tract
Jee Yoon Park 1,2,7, Huiyoung Yun 5,6,7, Seung‑been Lee 5,6, Hyeon Ji Kim 2, Young Hwa Jung 3,4,
Chang Won Choi 3,4, Jong‑Yeon Shin 5,6, Joong Shin Park 1* & Jeong‑Sun Seo 5,6*
In this study, we aimed to comprehensively characterize the microbiomes of various samples from
pregnant women and their neonates, and to explore the similarities and associations between
mother-neonate pairs, sample collection sites, and obstetrical factors. We collected samples from
vaginal discharge and amniotic fluid in pregnant women and umbilical cord blood, gastric liquid, and
meconium from neonates. We identified 19,597,239 bacterial sequences from 641 samples of 141
pregnant women and 178 neonates. By applying rigorous filtering criteria to remove contaminants,
we found evidence of microbial colonization in traditionally considered sterile intrauterine
environments and the fetal gastrointestinal track. The microbiome distribution was strongly grouped
by sample collection site, rather than the mother-neonate pairs. The distinct bacterial composition
in meconium, the first stool passed by newborns, supports that microbial colonization occurs during
normal pregnancy. The microbiome in neonatal gastric liquid was similar, but not identical, to that
in maternal amnionic fluid, as expected since fetuses swallow amnionic fluid in utero and their urine
returns to the fluid under normal physiological conditions. Establishing a microbiome library from
various samples formed only during pregnancy is crucial for understanding human development and
identifying microbiome modifications in obstetrical complications.
Abbreviations
AF Amniotic fluid
ANCOM Analysis of the composition of microbiomes
ART Assisted reproductive technology
ASVs Amplicon sequence variants
BMI Body mass index
CB Umbilical cord blood
CLR Centered log-ratio
DNA Deoxyribonucleic acid
GL Gastric liquid
IUI Intrauterine insemination
IVF-ET In vitro fertilization and embryo transfer
M Meconium
NCBI National Center for Biotechnology Information
NGS Next-generation sequencing
1
Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of
Korea. 2Department of Obstetrics and Gynecology, Seoul National University Bundang Hospital, Gyeonggi‑do,
Republic of Korea. 3Department of Pediatrics, Seoul National University College of Medicine, Seoul, Republic
of Korea. 4Department of Pediatrics, Seoul National University Bundang Hospital, Gyeonggi‑do, Republic of
Korea. 5Precision Medicine Center, Seoul National University Bundang Hospital, Gyeonggi‑do, Republic of
Korea. 6Macrogen Inc, Seoul, Republic of Korea. 7These authors contributed equally: Jee Yoon Park and Huiyoung
Yun. *email: ;
Scientific Reports |
(2023) 13:4652
| https://doi.org/10.1038/s41598-023-31049-1
1
Vol.:(0123456789)
www.nature.com/scientificreports/
NICU Neonatal intensive care unit
PCoA Principal coordinates analysis
PCR Polymerase chain reaction
PERMANOVA Permutational multivariate analysis of variance
RNA Ribosomal ribonucleic acid
VD Cervicovaginal discharge
The human microbiome potentially carries the answer to many secrets of the human body. It has been linked to
maintaining homeostasis in health and is associated with numerous diseases1,2. Recent research has shifted to
explore the microbiome in less-studied populations, such as infants or pregnant women, to better understand
its role in human development. Microbiome development is likely to start from the in-utero environment and
changes in a lifetime, continuously affecting the immune system and metabolism. Pregnancy has been shown
to alter microbial populations within the maternal body and may impact future maternal, fetal, and neonatal
health3. Pregnancy allows temporary immunotolerance to a foreign body, facilitating microbiome remodelling
and potential adaptations to the immune system and m
etabolism4. Some microbiome studies in pregnancy have
proposed that fetal environments, including placenta and amniotic fluid, traditionally known as sterile, contain
several characteristic microbiotas not identified in routinely performed culture t echniques5,6. However, the biomass of these microbiotas is small and the reliability of the sequencing methods and potential for contamination
have been criticized. The association between those microbiota and specific obstetric conditions has not yet been
proven and warrants further investigation.
The vagina is the most commonly studied site of bacteria in the female reproductive organ, as it is connected
to the uterus through the cervix and is exposed to the skin. Microbiome research in pregnancy, however, has
advanced slowly due to ethical concerns and difficulties in accessing samples. Aagaard et al. found that the vaginal microbiome changes during pregnancy based on gestational age and that Lactobacillus species play a role
in preventing pathogenic bacterial g rowth7. More specifically, pregnancy leads to decreased diversity, increased
proportion of Lactobacillus, and higher stability in the vaginal m
icrobiome8,9. Some vaginal bacteria have been
linked to preterm birth via intrauterine inflammation or infection10–14, yet there are no clinical guidelines for
testing or monitoring these microbiota. Other sites that had been evaluated for microbiome in pregnancy are
maternal15, oral cavity16, placenta5, amniotic fluid17,18, and neonatal gut19; but previous studies were fragmentary
and more systematic research is needed.
In this study, we have comprehensively characterized the microbiome in vaginal discharge (VD) and amniotic
fluid (AF) from pregnant women and in umbilical cord blood (CB), gastric liquid (GL), and meconium (M)
from their neonates. The goal was to determine the relationships between these samples and various obstetric
conditions.
Results
Description of the study populations and clinical characteristics. A total of 141 low-risk pregnant
women were enrolled sequentially and 178 neonates were born from the study population with 37 cases being
twin pregnancies. All women were of Asian ethnicity (Korean), and the median age was 34 (interquartile range
31–37) years (Table 1). The proportion of nulliparity was slightly over half of the population (67%), and the
median values of height, weight, and body mass index (BMI) were 162 cm, 70 kg, and 27 kg/m2, respectively.
About 30% were conceived by assisted reproductive technology (ART), including intrauterine insemination
(IUI) and in vitro fertilization with embryo transfer (IVF-ET). As mentioned above, twin pregnancy was approximately one-fourth of the total population, and among them, 19% were monochorionic. The median gestational
age at delivery was 37.7 weeks (interquartile range 36.9–38.6), and preterm birth before 37 weeks of gestation
was 26.2% (37/141). The rate of (...truncated)