Clare L Whitehead1, Helen McNamara2, Susan P Walker3, Maria Alexiadis4, Peter J Fuller4, Daniel K Vickers3, Natalie J Hannan3, Roxanne Hastie3, Laura Tuohey3, Tu'uhevaha J Kaitu'u-Lino3, Stephen Tong3. 1. Translational Obstetrics Group, Department of Obstetrics and Gynecology, University of Melbourne, Mercy Hospital for Women, Melbourne, Australia. Electronic address: clarew@unimelb.edu.au. 2. Department of Obstetrics and Gynecology, University of Melbourne, Royal Women's Hospital, Parkville, Australia. 3. Translational Obstetrics Group, Department of Obstetrics and Gynecology, University of Melbourne, Mercy Hospital for Women, Melbourne, Australia. 4. Hudson Institute of Medical Research, Monash Health, Clayton, Australia.
Abstract
BACKGROUND: Late-onset fetal growth restriction (FGR) is often undetected prior to birth, which puts the fetus at increased risk of adverse perinatal outcomes including stillbirth. OBJECTIVE: Measuring RNA circulating in the maternal blood may provide a noninvasive insight into placental function. We examined whether measuring RNA in the maternal blood at 26-30 weeks' gestation can identify pregnancies at risk of late-onset FGR. We focused on RNA highly expressed in placenta, which we termed "placental-specific genes." STUDY DESIGN: This was a case-control study nested within a prospective cohort of 600 women recruited at 26-30 weeks' gestation. The circulating placental transcriptome in maternal blood was compared between women with late-onset FGR (<5th centile at >36+6 weeks) and gestation-matched well-grown controls (20-95th centile) using microarray (n = 12). TaqMan low-density arrays, reverse transcription-polymerase chain reaction (PCR), and digital PCR were used to validate the microarray findings (FGR n = 40, controls n = 80). RESULTS: Forty women developed late-onset FGR (birthweight 2574 ± 338 g, 2nd centile) and were matched to 80 well-grown controls (birthweight 3415 ± 339 g, 53rd centile, P < .05). Operative delivery and neonatal admission were higher in the FGR cohort (45% vs 23%, P < .05). Messenger RNA coding 137 placental-specific genes was detected in the maternal blood and 37 were differentially expressed in late-onset FGR. Seven were significantly dysregulated with PCR validation (P < .05). Activating transcription factor-3 messenger RNA transcripts were the most promising single biomarker at 26-30 weeks: they were increased in fetuses destined to be born FGR at term (2.1-fold vs well grown at term, P < .001) and correlated with the severity of FGR. Combining biomarkers improved prediction of severe late-onset FGR (area under the curve, 0.88; 95% CI 0.80-0.97). A multimarker gene expression score had a sensitivity of 79%, a specificity of 88%, and a positive likelihood ratio of 6.2 for subsequent delivery of a baby <3rd centile at term. CONCLUSION: A unique placental transcriptome is detectable in maternal blood at 26-30 weeks' gestation in pregnancies destined to develop late-onset FGR. Circulating placental RNA may therefore be a promising noninvasive test to identify pregnancies at risk of developing FGR at term.
BACKGROUND: Late-onset fetal growth restriction (FGR) is often undetected prior to birth, which puts the fetus at increased risk of adverse perinatal outcomes including stillbirth. OBJECTIVE: Measuring RNA circulating in the maternal blood may provide a noninvasive insight into placental function. We examined whether measuring RNA in the maternal blood at 26-30 weeks' gestation can identify pregnancies at risk of late-onset FGR. We focused on RNA highly expressed in placenta, which we termed "placental-specific genes." STUDY DESIGN: This was a case-control study nested within a prospective cohort of 600 women recruited at 26-30 weeks' gestation. The circulating placental transcriptome in maternal blood was compared between women with late-onset FGR (<5th centile at >36+6 weeks) and gestation-matched well-grown controls (20-95th centile) using microarray (n = 12). TaqMan low-density arrays, reverse transcription-polymerase chain reaction (PCR), and digital PCR were used to validate the microarray findings (FGR n = 40, controls n = 80). RESULTS: Forty women developed late-onset FGR (birthweight 2574 ± 338 g, 2nd centile) and were matched to 80 well-grown controls (birthweight 3415 ± 339 g, 53rd centile, P < .05). Operative delivery and neonatal admission were higher in the FGR cohort (45% vs 23%, P < .05). Messenger RNA coding 137 placental-specific genes was detected in the maternal blood and 37 were differentially expressed in late-onset FGR. Seven were significantly dysregulated with PCR validation (P < .05). Activating transcription factor-3 messenger RNA transcripts were the most promising single biomarker at 26-30 weeks: they were increased in fetuses destined to be born FGR at term (2.1-fold vs well grown at term, P < .001) and correlated with the severity of FGR. Combining biomarkers improved prediction of severe late-onset FGR (area under the curve, 0.88; 95% CI 0.80-0.97). A multimarker gene expression score had a sensitivity of 79%, a specificity of 88%, and a positive likelihood ratio of 6.2 for subsequent delivery of a baby <3rd centile at term. CONCLUSION: A unique placental transcriptome is detectable in maternal blood at 26-30 weeks' gestation in pregnancies destined to develop late-onset FGR. Circulating placental RNA may therefore be a promising noninvasive test to identify pregnancies at risk of developing FGR at term.
Authors: Natasha de Alwis; Sally Beard; Natalie K Binder; Natasha Pritchard; Tu'uhevaha J Kaitu'u-Lino; Susan P Walker; Owen Stock; Katie M Groom; Scott Petersen; Amanda Henry; Joanne M Said; Sean Seeho; Stefan C Kane; Stephen Tong; Natalie J Hannan Journal: Sci Rep Date: 2021-10-19 Impact factor: 4.379
Authors: Tina Napso; Xiaohui Zhao; Marta Ibañez Lligoña; Ionel Sandovici; Richard G Kay; Amy L George; Fiona M Gribble; Frank Reimann; Claire L Meek; Russell S Hamilton; Amanda N Sferruzzi-Perri Journal: Commun Biol Date: 2021-06-08