Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study

Accurate prediction of preterm birth is currently challenging, resulting in unnecessary maternal hospital admittance and fetal overexposure to antenatal corticosteroids. Novel biomarkers like volatile organic compounds (VOCs) hold potential for predictive, bed-side clinical applicability. In a proof...

Full description

Bibliographic Details
Main Authors: Emma Ronde, Nina M. Frerichs, Shauni Brantenaar, Sofia El Manouni El Hassani, Alfian N. Wicaksono, James A. Covington, Nanne K. H. De Boer, Tim G. De Meij, Thomas Hankemeier, Irwin K. M. Reiss, Sam Schoenmakers
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Pediatrics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2022.1063248/full
_version_ 1811299053319749632
author Emma Ronde
Nina M. Frerichs
Shauni Brantenaar
Sofia El Manouni El Hassani
Alfian N. Wicaksono
James A. Covington
Nanne K. H. De Boer
Tim G. De Meij
Thomas Hankemeier
Irwin K. M. Reiss
Sam Schoenmakers
author_facet Emma Ronde
Nina M. Frerichs
Shauni Brantenaar
Sofia El Manouni El Hassani
Alfian N. Wicaksono
James A. Covington
Nanne K. H. De Boer
Tim G. De Meij
Thomas Hankemeier
Irwin K. M. Reiss
Sam Schoenmakers
author_sort Emma Ronde
collection DOAJ
description Accurate prediction of preterm birth is currently challenging, resulting in unnecessary maternal hospital admittance and fetal overexposure to antenatal corticosteroids. Novel biomarkers like volatile organic compounds (VOCs) hold potential for predictive, bed-side clinical applicability. In a proof of principle study, we aimed to assess the predictive potential of urinary volatile organic compounds in the identification of pregnant women at risk for preterm birth. Urine samples of women with a high risk for preterm birth (≧24 + 0 until 36 + 6 weeks) were collected prospectively and analyzed for VOCs using gas chromatography coupled with an ion mobility spectrometer (GS-IMS). Urinary VOCs of women delivering preterm were compared with urine samples of women with suspicion of preterm birth collected at the same gestation period but delivering at term. Additionally, the results were also interpreted in combination with patient characteristics, such as physical examination at admission, microbial cultures, and placental pathology. In our cohort, we found that urinary VOCs of women admitted for imminent preterm birth were not significantly different in the overall group of women delivering preterm vs. term. However, urinary VOCs of women admitted for imminent preterm birth and delivering between 28 + 0 until 36 + 6 weeks compared to women with a high risk for preterm birth during the same gestation period and eventually delivering at term (>37 + 0 weeks) differed significantly (area under the curve: 0.70). In addition, based on the same urinary VOCs, we could identify women with a confirmed chorioamnionitis (area under the curve: 0.72) and urinary tract infection (area under the curve: 0.97). In conclusion, urinary VOCs hold potential for non-invasive, bedside prediction of preterm birth and on the spot identification of intra-uterine infection and urinary tract infections. We suggest these observations are further explored in larger populations.
first_indexed 2024-04-13T06:29:29Z
format Article
id doaj.art-cb9269a63b79463b881454414603f20a
institution Directory Open Access Journal
issn 2296-2360
language English
last_indexed 2024-04-13T06:29:29Z
publishDate 2022-12-01
publisher Frontiers Media S.A.
record_format Article
series Frontiers in Pediatrics
spelling doaj.art-cb9269a63b79463b881454414603f20a2022-12-22T02:58:14ZengFrontiers Media S.A.Frontiers in Pediatrics2296-23602022-12-011010.3389/fped.2022.10632481063248Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort studyEmma Ronde0Nina M. Frerichs1Shauni Brantenaar2Sofia El Manouni El Hassani3Alfian N. Wicaksono4James A. Covington5Nanne K. H. De Boer6Tim G. De Meij7Thomas Hankemeier8Irwin K. M. Reiss9Sam Schoenmakers10Division of Obstetrics and Prenatal Diagnosis, Erasmus University Medical Centre, Rotterdam, NetherlandsDepartment of Pediatric Gastroenterology, Amsterdam University Medical Centre, Amsterdam, NetherlandsDivision of Obstetrics and Prenatal Diagnosis, Erasmus University Medical Centre, Rotterdam, NetherlandsDepartment of Pediatric Gastroenterology, Amsterdam University Medical Centre, Amsterdam, NetherlandsSchool of Engineering, University of Warwick, Coventry, United KingdomSchool of Engineering, University of Warwick, Coventry, United KingdomDepartment of Pediatric Gastroenterology, Amsterdam University Medical Centre, Amsterdam, NetherlandsDepartment of Pediatric Gastroenterology, Amsterdam University Medical Centre, Amsterdam, NetherlandsDivision of Analytical Biosciences, Leiden Academic Centre for Drug Research, Leiden University, Leiden, NetherlandsDepartment of Pediatrics, Division of Neonatology, Erasmus University Medical Centre, Rotterdam, NetherlandsDivision of Obstetrics and Prenatal Diagnosis, Erasmus University Medical Centre, Rotterdam, NetherlandsAccurate prediction of preterm birth is currently challenging, resulting in unnecessary maternal hospital admittance and fetal overexposure to antenatal corticosteroids. Novel biomarkers like volatile organic compounds (VOCs) hold potential for predictive, bed-side clinical applicability. In a proof of principle study, we aimed to assess the predictive potential of urinary volatile organic compounds in the identification of pregnant women at risk for preterm birth. Urine samples of women with a high risk for preterm birth (≧24 + 0 until 36 + 6 weeks) were collected prospectively and analyzed for VOCs using gas chromatography coupled with an ion mobility spectrometer (GS-IMS). Urinary VOCs of women delivering preterm were compared with urine samples of women with suspicion of preterm birth collected at the same gestation period but delivering at term. Additionally, the results were also interpreted in combination with patient characteristics, such as physical examination at admission, microbial cultures, and placental pathology. In our cohort, we found that urinary VOCs of women admitted for imminent preterm birth were not significantly different in the overall group of women delivering preterm vs. term. However, urinary VOCs of women admitted for imminent preterm birth and delivering between 28 + 0 until 36 + 6 weeks compared to women with a high risk for preterm birth during the same gestation period and eventually delivering at term (>37 + 0 weeks) differed significantly (area under the curve: 0.70). In addition, based on the same urinary VOCs, we could identify women with a confirmed chorioamnionitis (area under the curve: 0.72) and urinary tract infection (area under the curve: 0.97). In conclusion, urinary VOCs hold potential for non-invasive, bedside prediction of preterm birth and on the spot identification of intra-uterine infection and urinary tract infections. We suggest these observations are further explored in larger populations.https://www.frontiersin.org/articles/10.3389/fped.2022.1063248/fullpreterm (birth)volatile organic compound (VOC)biomarkersmetabolomemicrobiome
spellingShingle Emma Ronde
Nina M. Frerichs
Shauni Brantenaar
Sofia El Manouni El Hassani
Alfian N. Wicaksono
James A. Covington
Nanne K. H. De Boer
Tim G. De Meij
Thomas Hankemeier
Irwin K. M. Reiss
Sam Schoenmakers
Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
Frontiers in Pediatrics
preterm (birth)
volatile organic compound (VOC)
biomarkers
metabolome
microbiome
title Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
title_full Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
title_fullStr Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
title_full_unstemmed Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
title_short Detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis: A prospective cohort study
title_sort detection of spontaneous preterm birth by maternal urinary volatile organic compound analysis a prospective cohort study
topic preterm (birth)
volatile organic compound (VOC)
biomarkers
metabolome
microbiome
url https://www.frontiersin.org/articles/10.3389/fped.2022.1063248/full
work_keys_str_mv AT emmaronde detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT ninamfrerichs detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT shaunibrantenaar detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT sofiaelmanounielhassani detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT alfiannwicaksono detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT jamesacovington detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT nannekhdeboer detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT timgdemeij detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT thomashankemeier detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT irwinkmreiss detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy
AT samschoenmakers detectionofspontaneouspretermbirthbymaternalurinaryvolatileorganiccompoundanalysisaprospectivecohortstudy