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Giannubilo SR, Cecati M, Marzioni D, Ciavattini A. Circulating miRNAs and Preeclampsia: From Implantation to Epigenetics. Int J Mol Sci 2024; 25:1418. [PMID: 38338700 PMCID: PMC10855731 DOI: 10.3390/ijms25031418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 01/16/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
In this review, we comprehensively present the literature on circulating microRNAs (miRNAs) associated with preeclampsia, a pregnancy-specific disease considered the primary reason for maternal and fetal mortality and morbidity. miRNAs are single-stranded non-coding RNAs, 20-24 nt long, which control mRNA expression. Changes in miRNA expression can induce a variation in the relative mRNA level and influence cellular homeostasis, and the strong presence of miRNAs in all body fluids has made them useful biomarkers of several diseases. Preeclampsia is a multifactorial disease, but the etiopathogenesis remains unclear. The functions of trophoblasts, including differentiation, proliferation, migration, invasion and apoptosis, are essential for a successful pregnancy. During the early stages of placental development, trophoblasts are strictly regulated by several molecular pathways; however, an imbalance in these molecular pathways can lead to severe placental lesions and pregnancy complications. We then discuss the role of miRNAs in trophoblast invasion and in the pathogenesis, diagnosis and prediction of preeclampsia. We also discuss the potential role of miRNAs from an epigenetic perspective with possible future therapeutic implications.
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Affiliation(s)
| | - Monia Cecati
- Department of Clinical Sciences, Università Politecnica delle Marche, 60020 Ancona, Italy; (S.R.G.); (A.C.)
| | - Daniela Marzioni
- Department of Experimental and Clinical Medicine, Università Politecnica delle Marche, 60126 Ancona, Italy;
| | - Andrea Ciavattini
- Department of Clinical Sciences, Università Politecnica delle Marche, 60020 Ancona, Italy; (S.R.G.); (A.C.)
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2
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Morey R, Poling L, Srinivasan S, Martinez-King C, Anyikam A, Zhang-Rutledge K, To C, Hakim A, Mochizuki M, Verma K, Mason A, Tran V, Meads M, Lamale-Smith L, Roeder H, Horii M, Ramos GA, DeHoff P, Parast MM, Pantham P, Laurent LC. Discovery and verification of extracellular microRNA biomarkers for diagnostic and prognostic assessment of preeclampsia at triage. SCIENCE ADVANCES 2023; 9:eadg7545. [PMID: 38117879 PMCID: PMC10732528 DOI: 10.1126/sciadv.adg7545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 11/17/2023] [Indexed: 12/22/2023]
Abstract
We report on the identification of extracellular miRNA (ex-miRNA) biomarkers for early diagnosis and prognosis of preeclampsia (PE). Small RNA sequencing of maternal serum prospectively collected from participants undergoing evaluation for suspected PE revealed distinct patterns of ex-miRNA expression among different categories of hypertensive disorders in pregnancy. Applying an iterative machine learning method identified three bivariate miRNA biomarkers (miR-522-3p/miR-4732-5p, miR-516a-5p/miR-144-3p, and miR-27b-3p/let-7b-5p) that, when applied serially, distinguished between PE cases of different severity and differentiated cases from controls with a sensitivity of 93%, specificity of 79%, positive predictive value (PPV) of 55%, and negative predictive value (NPV) of 89%. In a small independent validation cohort, these ex-miRNA biomarkers had a sensitivity of 91% and specificity of 57%. Combining these ex-miRNA biomarkers with the established sFlt1:PlGF protein biomarker ratio performed better than either set of biomarkers alone (sensitivity of 89.4%, specificity of 91.3%, PPV of 95.5%, and NPV of 80.8%).
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Affiliation(s)
- Robert Morey
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Lara Poling
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Srimeenakshi Srinivasan
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Carolina Martinez-King
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Adanna Anyikam
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Kathy Zhang-Rutledge
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Cuong To
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Abbas Hakim
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Marina Mochizuki
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Kajal Verma
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Antoinette Mason
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Vy Tran
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Morgan Meads
- Department of Pathology, University of California, San Diego, La Jolla, CA, USA
| | - Leah Lamale-Smith
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Hilary Roeder
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Mariko Horii
- Department of Pathology, University of California, San Diego, La Jolla, CA, USA
| | - Gladys A. Ramos
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Peter DeHoff
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Mana M. Parast
- Department of Pathology, University of California, San Diego, La Jolla, CA, USA
| | - Priyadarshini Pantham
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Louise C. Laurent
- Department of Obstetrics, Gynecology and Reproductive Medicine, University of California, San Diego, La Jolla, CA, USA
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Subramanian A, Weiss D, Nyhan K, Dewan A, Jukic AMZ. Circulating miRNAs in the first trimester and pregnancy complications: a systematic review. Epigenetics 2023; 18:2152615. [PMID: 36503407 PMCID: PMC9980650 DOI: 10.1080/15592294.2022.2152615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Most pregnancy complications originate with early placentation. MicroRNAs (miRNAs) may play an important role in placentation and function as biomarkers of future pregnancy complications. We summarized from the literature all first trimester circulating miRNAs associated with pregnancy complications of placental origin and further identified the miRNAs which have the most evidence as potential early biomarkers for pregnancy complications. We conducted a systematic review following PRISMA reporting guidelines (PROSPERO CRD42020183421). We identified all first trimester serum or plasma miRNAs associated with a pregnancy complication of placental origin (preeclampsia, intrauterine growth restriction (IUGR), gestational hypertension, preterm delivery) and the number of times those miRNAs were identified, as a measure of replication. Twenty-one studies examined 118 unique miRNAs, and 87 were associated with at least one pregnancy complication; preeclampsia was the most common. Seven miRNAs were significantly associated with a pregnancy complication in at least two studies: miR-125b, miR-518b, miR-628-3p, miR-365a-3p, miR-520h, miR-374a-5p, miR-191-5p. Few miRNAs were associated with more than one pregnancy complication: miR-518b and miR-520h with preeclampsia and gestational hypertension, miR-374a-5p and miR-191-5p with preterm birth and preeclampsia. Our systematic review suggests seven miRNAs as potential biomarkers of pregnancy complications. These complications are thought to originate with early placental defects and these miRNAs may also be biomarkers of placental pathology. First-trimester biomarkers of pregnancy complications can facilitate early detection and interventions.
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Affiliation(s)
- Anita Subramanian
- Epidemiology Branch, National Institute of Environmental Health Sciences, Durham, NC, USA
| | - Doria Weiss
- New York Medical College School of Medicine, Valhalla, NY, USA
| | - Kate Nyhan
- Harvey Cushing/John Hay Whitney Medical Library, Yale University, New Haven, CT, USA
| | - Andrew Dewan
- Department of Chronic Disease Epidemiology and Center for Perinatal, Pediatric and Environmental Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Anne Marie Z Jukic
- Epidemiology Branch, National Institute of Environmental Health Sciences, Durham, NC, USA
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Halari CD, Nandi P, Sidhu J, Sbirnac M, Zheng M, Lala PK. Decorin–induced, preeclampsia-associated microRNA-512-3p restrains extravillous trophoblast functions by targeting USF2/PPP3R1 axis. Front Cell Dev Biol 2022; 10:1014672. [PMID: 36299488 PMCID: PMC9588925 DOI: 10.3389/fcell.2022.1014672] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 09/22/2022] [Indexed: 11/24/2022] Open
Abstract
Decorin (DCN) is a leucine-rich proteoglycan produced by chorionic villus mesenchymal cells anddecidual cells during human pregnancy. Studies from our laboratory demonstrated that decidua-derived DCN restrains multiple trophoblast functions including proliferation, migration, invasion andendovascular differentiation, mediated by DCN-binding to multiple tyrosine kinase receptors; expressed by the trophoblast. Furthermore, DCN was shown to be selectively over-produced by thedecidua in preeclampsia (PE) subjects and elevated in the second trimester maternal plasma in PE, before the appearance of clinical signs, presenting as a predictive biomarker for PE. Micro (mi)RNAs are single-stranded non-coding RNAs (17–25 nucleotides) that typically downregulate target genes by repressing translation or facilitating degradation of mRNAs. The human; placenta expresses many miRNAs, some of which are exclusively expressed by the trophoblast. Many; of these miRNAs are dysregulated in PE-associated placentas and some appear in the maternal blood as PE biomarkers. However, little is known about their contribution to the pathogenesis of PE, a multi-factorial disease associated with a hypo-invasive placenta. The objective of the present study was to examine whether exposure of extravillous trophoblast (EVT) to DCN affects expression of specific miRNAs, and to test the role of these miRNAs in altering EVT functions. We identified miR-512-3p, as one of the DCN-induced miRNAs, also upregulated in PE placentas. It was shown to be elevated in ectopic DCN-over-expressing or exogenous DCN-treated first trimester human trophoblast cell line HTR-8/SVneo. Use of miRNA-mimics and inhibitors revealed that miR-512-3p compromised trophoblast migration, invasion and VEGF-dependent endovascular differentiation. Finally, Protein Phosphatase 3 Regulatory Subunit B, Alpha (PPP3R1), a known target of miR-512-3p, was paradoxically elevated in miR-512-3p-overexpressing trophoblast and PE-associated placentas. Using Enrichr, a tool that consists of both a validated user-submitted gene list and a search engine for transcription factors, we found that PPP3R1 elevation resulted from the miRNA binding to and targeting Upstream Transcription Factor 2 (USF2) which targeted PPP3R1. These findings reveal a novel aspect of pathogenesis of PE and biomarker potentials of this miRNA in PE.
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Affiliation(s)
- Chidambra D. Halari
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Pinki Nandi
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Jasmin Sidhu
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Maria Sbirnac
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Michael Zheng
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
| | - Peeyush K. Lala
- Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- Children’s Health Research Institute, Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON, Canada
- *Correspondence: Peeyush K. Lala,
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Maligianni I, Yapijakis C, Nousia K, Bacopoulou F, Chrousos G. Exosomes and exosomal non‑coding RNAs throughout human gestation (Review). Exp Ther Med 2022; 24:582. [PMID: 35949320 PMCID: PMC9353550 DOI: 10.3892/etm.2022.11518] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/31/2022] [Indexed: 11/06/2022] Open
Abstract
In recent years, research on exosomes and their content has been intensive, which has revealed their important role in cell-to-cell communication, and has implicated exosomal biomolecules in a broad spectrum of physiological processes, as well as in the pathogenesis of various diseases. Pregnancy and its normal progression rely highly on the efficient communication between the mother and the fetus, mainly mediated by the placenta. Recent studies have established the placenta as an important source of circulating exosomes and have demonstrated that exosome release into the maternal circulation gradually increases during pregnancy, starting from six weeks of gestation. This orchestrates maternal-fetal crosstalk, including maternal immune tolerance and pregnancy-associated metabolic adaptations. Furthermore, an increased number of secreted exosomes, along with altered patterns of exosomal non-coding RNAs (ncRNAs), especially microRNAs and long non-coding RNAs (lncRNAs), have been observed in a number of pregnancy complications, such as gestational diabetes mellitus and preeclampsia. The early detection of exosomes and specific exosomal ncRNAs in various biological fluids during pregnancy highlights them as promising candidate biomarkers for the diagnosis, prognosis and treatment of numerous pregnancy disorders in adolescents and adults. The present review aimed to provide insight into the current knowledge regarding the potential, only partially elucidated, role of exosomes and exosomal cargo in the regulation and progression of normal pregnancy, as well as their potential dysregulation and contribution to pathological pregnancy situations.
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Affiliation(s)
- Ioanna Maligianni
- First Department of Pediatrics, Unit of Orofacial Genetics, ‘Aghia Sophia’ Children's Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Christos Yapijakis
- First Department of Pediatrics, Unit of Orofacial Genetics, ‘Aghia Sophia’ Children's Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Konstantina Nousia
- First Department of Pediatrics, Unit of Orofacial Genetics, ‘Aghia Sophia’ Children's Hospital, School of Medicine, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - Flora Bacopoulou
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, 11527 Athens, Greece
| | - George Chrousos
- University Research Institute of Maternal and Child Health and Precision Medicine, and UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, 11527 Athens, Greece
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Cirkovic A, Stanisavljevic D, Milin-Lazovic J, Rajovic N, Pavlovic V, Milicevic O, Savic M, Kostic Peric J, Aleksic N, Milic N, Stanisavljevic T, Mikovic Z, Garovic V, Milic N. Preeclamptic Women Have Disrupted Placental microRNA Expression at the Time of Preeclampsia Diagnosis: Meta-Analysis. Front Bioeng Biotechnol 2022; 9:782845. [PMID: 35004644 PMCID: PMC8740308 DOI: 10.3389/fbioe.2021.782845] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 11/22/2021] [Indexed: 12/18/2022] Open
Abstract
Introduction: Preeclampsia (PE) is a pregnancy-associated, multi-organ, life-threatening disease that appears after the 20th week of gestation. The aim of this study was to perform a systematic review and meta-analysis to determine whether women with PE have disrupted miRNA expression compared to women who do not have PE. Methods: We conducted a systematic review and meta-analysis of studies that reported miRNAs expression levels in placenta or peripheral blood of pregnant women with vs. without PE. Studies published before October 29, 2021 were identified through PubMed, EMBASE and Web of Science. Two reviewers used predefined forms and protocols to evaluate independently the eligibility of studies based on titles and abstracts and to perform full-text screening, data abstraction and quality assessment. Standardized mean difference (SMD) was used as a measure of effect size. Results: 229 publications were included in the systematic review and 53 in the meta-analysis. The expression levels in placenta were significantly higher in women with PE compared to women without PE for miRNA-16 (SMD = 1.51,95%CI = 0.55-2.46), miRNA-20b (SMD = 0.89, 95%CI = 0.33-1.45), miRNA-23a (SMD = 2.02, 95%CI = 1.25-2.78), miRNA-29b (SMD = 1.37, 95%CI = 0.36-2.37), miRNA-155 (SMD = 2.99, 95%CI = 0.83-5.14) and miRNA-210 (SMD = 1.63, 95%CI = 0.69-2.58), and significantly lower for miRNA-376c (SMD = -4.86, 95%CI = -9.51 to -0.20). An increased level of miRNK-155 expression was found in peripheral blood of women with PE (SMD = 2.06, 95%CI = 0.35-3.76), while the expression level of miRNA-16 was significantly lower in peripheral blood of PE women (SMD = -0.47, 95%CI = -0.91 to -0.03). The functional roles of the presented miRNAs include control of trophoblast proliferation, migration, invasion, apoptosis, differentiation, cellular metabolism and angiogenesis. Conclusion: miRNAs play an important role in the pathophysiology of PE. The identification of differentially expressed miRNAs in maternal blood creates an opportunity to define an easily accessible biomarker of PE.
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Affiliation(s)
- Andja Cirkovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Dejana Stanisavljevic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Jelena Milin-Lazovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Nina Rajovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Vedrana Pavlovic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Ognjen Milicevic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Marko Savic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Jelena Kostic Peric
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Belgrade, Serbia
| | - Natasa Aleksic
- Center for Molecular Biology, University of Vienna, Vienna, Austria
| | - Nikola Milic
- Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | | | - Zeljko Mikovic
- Clinic for Gynecology and Obstetrics Narodni Front, Belgrade, Serbia
| | - Vesna Garovic
- Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, United States
| | - Natasa Milic
- Institute for Medical Statistics and Informatics, Faculty of Medicine, University of Belgrade, Belgrade, Serbia.,Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, United States
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Boelig RC, Lam E, Rochani A, Kaushal G, Roman A, Kraft WK. Longitudinal evaluation of azithromycin and cytokine concentrations in amniotic fluid following one-time oral dosing in pregnancy. Clin Transl Sci 2021; 14:2431-2439. [PMID: 34310083 PMCID: PMC8604238 DOI: 10.1111/cts.13111] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 05/12/2021] [Accepted: 05/16/2021] [Indexed: 12/16/2022] Open
Abstract
To utilize noninvasive collection of amniotic fluid in the setting of preterm premature rupture of membranes (PPROMs) to report the time concentration profile of azithromycin in amniotic fluid over 7 days from a single dose, and evaluate the correlation between azithromycin concentration and inflammatory markers in amniotic fluid. Prospective cohort study of five pregnant patients admitted with PPROMs and treated with a single 1 g oral azithromycin dose. Amniotic fluid was collected from pads and used to quantify azithromycin concentration as well as TNFa, IL-1a, IL-1b, IL-6, IL-8, and IL-10 concentrations. Primary outcome was time/concentration profile of azithromycin in amniotic fluid. Secondary outcome included correlation between azithromycin concentration and cytokine concentrations. Five patients were enrolled. Mean gestational age on admission with PPROM was 27.5 ± 2.3 weeks with a median latency of 7 days (interquartile range [IQR] = 4-13). A median of two samples/day (IQR = 1-3) were collected per participant. Azithromycin was quantified in duplicate; intra-assay coefficient of variation was 17%. Azithromycin concentration was less than 60 ng/ml after day 3. Azithromycin concentration was positively correlated with IL-8 (r = 0.38, p = 0.03), IL1a (r = 0.39, p = 0.03), and IL-1b (r = 0.36, p = 0.04) in amniotic fluid. Azithromycin is detectable in amniotic fluid over 7 days from a single 1 g maternal dose, however, it is not sustained over the range of minimum inhibitory concentration for common genitourinary flora. Based on correlation with specific cytokines, azithromycin penetration in amniotic fluid may relate to maternal monocyte concentration in amniotic fluid in the setting of PPROM.
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Affiliation(s)
- Rupsa C. Boelig
- Division of Maternal Fetal MedicineDepartment of Obstetrics and GynecologySidney Kimmel Medical CollegeThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
- Department of Clinical Pharmacology and Experimental TherapeuticsSidney Kimmel Medical CollegeThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Edwin Lam
- Department of Clinical Pharmacology and Experimental TherapeuticsSidney Kimmel Medical CollegeThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
- Clinical Pharmacokinetics Research UnitPharmacy DepartmentNational Institutes of HealthBethesdaMarylandUSA
| | - Ankit Rochani
- College of PharmacyThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Gagan Kaushal
- College of PharmacyThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Amanda Roman
- Division of Maternal Fetal MedicineDepartment of Obstetrics and GynecologySidney Kimmel Medical CollegeThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Walter K. Kraft
- Department of Clinical Pharmacology and Experimental TherapeuticsSidney Kimmel Medical CollegeThomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
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Munjas J, Sopić M, Stefanović A, Košir R, Ninić A, Joksić I, Antonić T, Spasojević-Kalimanovska V, Prosenc Zmrzljak U. Non-Coding RNAs in Preeclampsia-Molecular Mechanisms and Diagnostic Potential. Int J Mol Sci 2021; 22:10652. [PMID: 34638993 PMCID: PMC8508896 DOI: 10.3390/ijms221910652] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 09/25/2021] [Accepted: 09/26/2021] [Indexed: 02/07/2023] Open
Abstract
Preeclampsia (PE) is a leading cause of maternal and neonatal morbidity and mortality worldwide. Defects in trophoblast invasion, differentiation of extravillous trophoblasts and spiral artery remodeling are key factors in PE development. Currently there are no predictive biomarkers clinically available for PE. Recent technological advancements empowered transcriptome exploration and led to the discovery of numerous non-coding RNA species of which microRNAs (miRNAs) and long non-coding RNAs (lncRNAs) are the most investigated. They are implicated in the regulation of numerous cellular functions, and as such are being extensively explored as potential biomarkers for various diseases. Altered expression of numerous lncRNAs and miRNAs in placenta has been related to pathophysiological processes that occur in preeclampsia. In the following text we offer summary of the latest knowledge of the molecular mechanism by which lnRNAs and miRNAs (focusing on the chromosome 19 miRNA cluster (C19MC)) contribute to pathophysiology of PE development and their potential utility as biomarkers of PE, with special focus on sample selection and techniques for the quantification of lncRNAs and miRNAs in maternal circulation.
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Affiliation(s)
- Jelena Munjas
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
| | - Miron Sopić
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
| | - Aleksandra Stefanović
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
| | - Rok Košir
- BIA Separations CRO, Labena Ltd., Street Verovškova 64, 1000 Ljubljana, Slovenia;
| | - Ana Ninić
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
| | - Ivana Joksić
- Genetic Laboratory Department, Obstetrics and Gynaecology Clinic “Narodni Front”, Street Kraljice Natalije 62, 11000 Belgrade, Serbia;
| | - Tamara Antonić
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
| | - Vesna Spasojević-Kalimanovska
- Department of Medical Biochemistry, Faculty of Pharmacy, University of Belgrade, Street Vojvode Stepe 450, 11000 Belgrade, Serbia; (J.M.); (M.S.); (A.S.); (A.N.); (T.A.); (V.S.-K.)
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9
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Analysis of Circulating microRNA Signatures and Preeclampsia Development. Cells 2021; 10:cells10051003. [PMID: 33923172 PMCID: PMC8145322 DOI: 10.3390/cells10051003] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 04/20/2021] [Accepted: 04/22/2021] [Indexed: 12/18/2022] Open
Abstract
microRNAs are important regulators of cell processes and have been proposed as potential preeclampsia biomarkers. We evaluated serum microRNA expression profiling to identify microRNAs involved in preeclampsia development. Serum microRNA expression profiling was evaluated at 12, 16, and 20 weeks of gestation (WG), and at the time of preeclampsia diagnosis. Two groups were evaluated using TaqMan low-density array plates: a control group with 18 normotensive pregnant women and a case group with 16 patients who developed preeclampsia during the follow-up period. Fifty-three circulating microRNAs were differentially expressed between groups (p < 0.05). Compared with controls, hsa-miR-628-3p showed the highest relative quantity values (at 12 WG = 7.7 and at 20 WG = 3.45) and the hsa-miRs -151a-3p and -573 remained differentially expressed from 16 to 20 WG (p < 0.05). Signaling pathways including cancer-related, axon guidance, Neurotrophin, GnRH, VEGF, and B/T cell receptor, were most commonly altered. Further target gene prediction revealed that nuclear factor of activated T-cells 5 gene was included among the transcriptional targets of preeclampsia-modulated microRNAs. Specific microRNAs including hsa-miRs -628-3p, -151a-3p, and -573 were differentially expressed in serum of pregnant women before they developed preeclampsia compared with controls and their participation in the preeclampsia development should be considered.
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10
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Ali A, Hadlich F, Abbas MW, Iqbal MA, Tesfaye D, Bouma GJ, Winger QA, Ponsuksili S. MicroRNA-mRNA Networks in Pregnancy Complications: A Comprehensive Downstream Analysis of Potential Biomarkers. Int J Mol Sci 2021; 22:2313. [PMID: 33669156 PMCID: PMC7956714 DOI: 10.3390/ijms22052313] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 02/22/2021] [Accepted: 02/23/2021] [Indexed: 02/07/2023] Open
Abstract
Pregnancy complications are a major cause of fetal and maternal morbidity and mortality in humans. The majority of pregnancy complications initiate due to abnormal placental development and function. During the last decade, the role of microRNAs (miRNAs) in regulating placental and fetal development has become evident. Dysregulation of miRNAs in the placenta not only affects placental development and function, but these miRNAs can also be exported to both maternal and fetal compartments and affect maternal physiology and fetal growth and development. Due to their differential expression in the placenta and maternal circulation during pregnancy complications, miRNAs can be used as diagnostic biomarkers. However, the differential expression of a miRNA in the placenta may not always be reflected in maternal circulation, which makes it difficult to find a reliable biomarker for placental dysfunction. In this review, we provide an overview of differentially expressed miRNAs in the placenta and/or maternal circulation during preeclampsia (PE) and intrauterine growth restriction (IUGR), which can potentially serve as biomarkers for prediction or diagnosis of pregnancy complications. Using different bioinformatics tools, we also identified potential target genes of miRNAs associated with PE and IUGR, and the role of miRNA-mRNA networks in the regulation of important signaling pathways and biological processes.
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Affiliation(s)
- Asghar Ali
- Leibniz Institute for Farm Animal Biology, Institute of Genome Biology, 18196 Dummerstorf, Germany
- Animal Reproduction and Biomedical Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Frieder Hadlich
- Leibniz Institute for Farm Animal Biology, Institute of Genome Biology, 18196 Dummerstorf, Germany
| | - Muhammad W Abbas
- Department of Bioinformatics and Biotechnology, Government College University, Faisalabad 38000, Pakistan
| | - Muhammad A Iqbal
- Leibniz Institute for Farm Animal Biology, Institute of Genome Biology, 18196 Dummerstorf, Germany
| | - Dawit Tesfaye
- Animal Reproduction and Biomedical Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Gerrit J Bouma
- Animal Reproduction and Biomedical Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Quinton A Winger
- Animal Reproduction and Biomedical Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, CO 80523, USA
| | - Siriluck Ponsuksili
- Leibniz Institute for Farm Animal Biology, Institute of Genome Biology, 18196 Dummerstorf, Germany
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11
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Srinivasan S, Treacy R, Herrero T, Olsen R, Leonardo TR, Zhang X, DeHoff P, To C, Poling LG, Fernando A, Leon-Garcia S, Knepper K, Tran V, Meads M, Tasarz J, Vuppala A, Park S, Laurent CD, Bui T, Cheah PS, Overcash RT, Ramos GA, Roeder H, Ghiran I, Parast M, Breakefield XO, Lueth AJ, Rust SR, Dufford MT, Fox AC, Hickok DE, Burchard J, Boniface JJ, Laurent LC. Discovery and Verification of Extracellular miRNA Biomarkers for Non-invasive Prediction of Pre-eclampsia in Asymptomatic Women. CELL REPORTS MEDICINE 2020; 1. [PMID: 32864636 PMCID: PMC7455024 DOI: 10.1016/j.xcrm.2020.100013] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Development of effective prevention and treatment strategies for pre-eclampsia is limited by the lack of accurate methods for identification of at-risk pregnancies. We performed small RNA sequencing (RNA-seq) of maternal serum extracellular RNAs (exRNAs) to discover and verify microRNAs (miRNAs) differentially expressed in patients who later developed pre-eclampsia. Sera collected from 73 pre-eclampsia cases and 139 controls between 17 and 28 weeks gestational age (GA), divided into separate discovery and verification cohorts, are analyzed by small RNA-seq. Discovery and verification of univariate and bivariate miRNA biomarkers reveal that bivariate biomarkers verify at a markedly higher rate than univariate biomarkers. The majority of verified biomarkers contain miR-155-5p, which has been reported to mediate the pre-eclampsia-associated repression of endothelial nitric oxide synthase (eNOS) by tumor necrosis factor alpha (TNF-α). Deconvolution analysis reveals that several verified miRNA biomarkers come from the placenta and are likely carried by placenta-specific extracellular vesicles. Small RNA-seq of maternal serum in women who later developed pre-eclampsia Bioinformatic analyses identify univariate and bivariate miRNA biomarkers Many bivariate biomarkers contain miR-155-5p Deconvolution analyses verify several miRNAs to be placenta specific
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Affiliation(s)
- Srimeenakshi Srinivasan
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,These authors contributed equally
| | - Ryan Treacy
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA.,These authors contributed equally
| | - Tiffany Herrero
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,Department of Obstetrics and Gynecology, Stanford University, Palo Alto, CA 94305, USA.,These authors contributed equally
| | - Richelle Olsen
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,Franciscan Maternal-Fetal Medicine Associates at St. Joseph, Tacoma, WA 98405, USA
| | - Trevor R Leonardo
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,Department of Microbiology and Immunology, University of Illinois at Chicago, Chicago, IL 60607, USA
| | - Xuan Zhang
- Neurology and Radiology Services and Program in Neuroscience, Harvard Medical School, Massachusetts General Hospital, Boston, MA 02115, USA
| | - Peter DeHoff
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Cuong To
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Lara G Poling
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Aileen Fernando
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Sandra Leon-Garcia
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Katharine Knepper
- Department of Pathology, University of California, San Diego, La Jolla, CA 92037, USA
| | - Vy Tran
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Morgan Meads
- Department of Pathology, University of California, San Diego, La Jolla, CA 92037, USA
| | - Jennifer Tasarz
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Aishwarya Vuppala
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Soojin Park
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Clara D Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Tony Bui
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Pike See Cheah
- Neurology and Radiology Services and Program in Neuroscience, Harvard Medical School, Massachusetts General Hospital, Boston, MA 02115, USA.,Department of Human Anatomy, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Selangor Darul Ehsan, Malaysia
| | - Rachael Tabitha Overcash
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Gladys A Ramos
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA
| | - Hilary Roeder
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,Kaiser Permanente San Diego, San Diego, CA 92120, USA
| | - Ionita Ghiran
- Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Mana Parast
- Department of Pathology, University of California, San Diego, La Jolla, CA 92037, USA
| | | | - Xandra O Breakefield
- Neurology and Radiology Services and Program in Neuroscience, Harvard Medical School, Massachusetts General Hospital, Boston, MA 02115, USA
| | - Amir J Lueth
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Sharon R Rust
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Max T Dufford
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Angela C Fox
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Durlin E Hickok
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Julja Burchard
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - J Jay Boniface
- Sera Prognostics, 2749 East Parleys Way, Salt Lake City, UT 84109, USA
| | - Louise C Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Diego, La Jolla, CA 92037, USA.,Lead Contact
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12
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Castruita-De la Rosa C, Garza-Veloz I, Delgado-Enciso I, Olivas-Chavez JC, Cardenas-Vargas E, Rodriguez-Sanchez IP, Francisco Citalan-Madrid A, Ortega-Cisneros V, Isaias Badillo-Almaraz J, Maria Trejo-Ortiz P, Araujo-Espino R, Araujo-Conejo A, de Jesus Jaime-Guzman J, Martinez-Fierro ML. Spontaneous abortion is preceded by an altered serum concentration of matrix metalloproteinases. J Matern Fetal Neonatal Med 2019; 33:4108-4116. [PMID: 30885072 DOI: 10.1080/14767058.2019.1597046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Objective: To evaluate the usefulness of the serum concentration of nine matrix metalloproteinases (MMPs) as biomarkers of spontaneous abortion.Methods: A retrospective nested cohort case-control study was carried out in Zacatecas, Mexico. MMP-1-3, MMP-7-10, and MMP-12-13 were analyzed in serum from women who had spontaneous abortion of unknown causes (n = 7), who suffered abortions attributed to urinary tract infection (n = 7) and from those with healthy pregnancies without complications (controls; n = 20). Protein profiles were determined between 11 and 13 weeks of gestation (GW) using the Bio-Plex Pro Human MMP Panel. Differences in serum MMP concentrations between the study groups and their correlation with clinical findings were evaluated statistically.Results: There were differences in serum concentrations of MMP-9 between groups of spontaneous abortion of unknown cause (13.2 ± 7.5 ng/µL), abortion attributed to urinary tract infection (11.6 ± 5.8 ng/µL) and the controls (11.8 ± 16.5 ng/µL) (p = .022). Compared with controls, higher serum concentrations of MMP-8, MMP-9, and MMP-10 were observed in the group of spontaneous abortions of unknown causes (p value < .05). A negative correlation between MMP-8 and MMP-9 and urine density was also identified (r = -0.949, p value = .0167; and r = -0.947, p = .0167).Conclusions: Elevated serum concentrations of MMP-8, MMP-9, and MMP-10 were associated and preceded by the appearance of spontaneous interruption of pregnancy of unknown causes. Our results support the hypothesis that altered MMP modulation may be related with the pathogenesis of spontaneous abortion.
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Affiliation(s)
- Claudia Castruita-De la Rosa
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | - Idalia Garza-Veloz
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | | | - Juan C Olivas-Chavez
- Servicios de Salud de Zacatecas, Hospital de la Mujer Zacatecana, Zacatecas, Mexico
| | - Edith Cardenas-Vargas
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico.,Servicios de Salud de Zacatecas, Hospital General Zacatecas "Luz González Cosío", Zacatecas, Mexico
| | - Iram Pablo Rodriguez-Sanchez
- Laboratorio de Fisiología Molecular y Estructural, Facultad de Ciencias Biologicas, Universidad Autonoma de Nuevo Leon, Monterrey, Mexico
| | - Ali Francisco Citalan-Madrid
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | - Vicente Ortega-Cisneros
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | - Jose Isaias Badillo-Almaraz
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | | | - Roxana Araujo-Espino
- Unidad Academica de Enfermeria, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
| | - Arturo Araujo-Conejo
- Servicios de Salud de Zacatecas, Hospital General Zacatecas "Luz González Cosío", Zacatecas, Mexico
| | | | - Margarita L Martinez-Fierro
- Molecular Medicine Laboratory, Unidad Academica de Medicina Humana y Ciencias de la Salud, Universidad Autonoma de Zacatecas, Zacatecas, Mexico
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13
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Tseng AM, Mahnke AH, Wells AB, Salem NA, Allan AM, Roberts VH, Newman N, Walter NA, Kroenke CD, Grant KA, Akison LK, Moritz KM, Chambers CD, Miranda RC. Maternal circulating miRNAs that predict infant FASD outcomes influence placental maturation. Life Sci Alliance 2019; 2:2/2/e201800252. [PMID: 30833415 PMCID: PMC6399548 DOI: 10.26508/lsa.201800252] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Revised: 02/20/2019] [Accepted: 02/21/2019] [Indexed: 02/06/2023] Open
Abstract
Maternal gestational circulating microRNAs, predictive of adverse infant outcomes, including growth deficits, following prenatal alcohol exposure, contribute to placental pathology by impairing the EMT pathway in trophoblasts. Prenatal alcohol exposure (PAE), like other pregnancy complications, can result in placental insufficiency and fetal growth restriction, although the linking causal mechanisms are unclear. We previously identified 11 gestationally elevated maternal circulating miRNAs (HEamiRNAs) that predicted infant growth deficits following PAE. Here, we investigated whether these HEamiRNAs contribute to the pathology of PAE, by inhibiting trophoblast epithelial–mesenchymal transition (EMT), a pathway critical for placental development. We now report for the first time that PAE inhibits expression of placental pro-EMT pathway members in both rodents and primates, and that HEamiRNAs collectively, but not individually, mediate placental EMT inhibition. HEamiRNAs collectively, but not individually, also inhibited cell proliferation and the EMT pathway in cultured trophoblasts, while inducing cell stress, and following trophoblast syncytialization, aberrant endocrine maturation. Moreover, a single intravascular administration of the pooled murine-expressed HEamiRNAs, to pregnant mice, decreased placental and fetal growth and inhibited the expression of pro-EMT transcripts in the placenta. Our data suggest that HEamiRNAs collectively interfere with placental development, contributing to the pathology of PAE, and perhaps also, to other causes of fetal growth restriction.
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Affiliation(s)
- Alexander M Tseng
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Amanda H Mahnke
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Alan B Wells
- Clinical and Translational Research Institute, University of California San Diego, San Diego, CA, USA.,Department of Pediatrics, University of California San Diego, San Diego, CA, USA
| | - Nihal A Salem
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Andrea M Allan
- Department of Neurosciences, University of New Mexico, Albuquerque, NM, USA
| | - Victoria Hj Roberts
- Division of Reproductive and Developmental Sciences, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA
| | - Natali Newman
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA
| | - Nicole Ar Walter
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA
| | - Christopher D Kroenke
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA
| | - Kathleen A Grant
- Division of Neuroscience, Oregon National Primate Research Center, Oregon Health & Science University, Portland, OR, USA
| | - Lisa K Akison
- Child Health Research Centre and School of Biomedical Sciences, The University of Queensland, Brisbane, Australia
| | - Karen M Moritz
- Child Health Research Centre and School of Biomedical Sciences, The University of Queensland, Brisbane, Australia
| | - Christina D Chambers
- Clinical and Translational Research Institute, University of California San Diego, San Diego, CA, USA .,Department of Pediatrics, University of California San Diego, San Diego, CA, USA
| | - Rajesh C Miranda
- Department of Neuroscience and Experimental Therapeutics, Texas A&M University Health Science Center, Bryan, TX, USA
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