Placental DNA methylation profiles in opioid-exposed pregnancies and associations with the neonatal opioid withdrawal syndrome.


Journal

Genomics
ISSN: 1089-8646
Titre abrégé: Genomics
Pays: United States
ID NLM: 8800135

Informations de publication

Date de publication:
05 2021
Historique:
received: 01 10 2020
revised: 29 12 2020
accepted: 02 03 2021
pubmed: 13 3 2021
medline: 1 4 2022
entrez: 12 3 2021
Statut: ppublish

Résumé

Opioid abuse during pregnancy can result in Neonatal Opioid Withdrawal Syndrome (NOWS). We investigated genome-wide methylation analyses of 96 placental tissue samples, including 32 prenatally opioid-exposed infants with NOWS who needed therapy (+Opioids/+NOWS), 32 prenatally opioid-exposed infants with NOWS who did not require treatment (+Opioids/-NOWS), and 32 prenatally unexposed controls (-Opioids/-NOWS, control). Statistics, bioinformatics, Artificial Intelligence (AI), including Deep Learning (DL), and Ingenuity Pathway Analyses (IPA) were performed. We identified 17 dysregulated pathways thought to be important in the pathophysiology of NOWS and reported accurate AI prediction of NOWS diagnoses. The DL had an AUC (95% CI) =0.98 (0.95-1.0) with a sensitivity and specificity of 100% for distinguishing NOWS from the +Opioids/-NOWS group and AUCs (95% CI) =1.00 (1.0-1.0) with a sensitivity and specificity of 100% for distinguishing NOWS versus control and + Opioids/-NOWS group versus controls. This study provides strong evidence of methylation dysregulation of placental tissue in NOWS development.

Identifiants

pubmed: 33711455
pii: S0888-7543(21)00087-2
doi: 10.1016/j.ygeno.2021.03.006
pii:
doi:

Substances chimiques

Analgesics, Opioid 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

1127-1135

Informations de copyright

Copyright © 2021. Published by Elsevier Inc.

Auteurs

Uppala Radhakrishna (U)

Department of Obstetrics and Gynecology, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA. Electronic address: uppalar99@gmail.com.

Sangeetha Vishweswaraiah (S)

Department of Obstetrics and Gynecology, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA.

Lavanya V Uppala (LV)

College of Information Science & Technology, University of Nebraska at Omaha, Peter Kiewit Institute, Omaha, NE, USA.

Marta Szymanska (M)

Department of Obstetrics and Gynecology, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA.

Jacqueline Macknis (J)

Department of Pathology, Beaumont Health System, Royal Oak, MI, USA.

Sandeep Kumar (S)

Department of Pathology, Beaumont Health System, Royal Oak, MI, USA.

Fozia Saleem-Rasheed (F)

Department of Newborn Medicine, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA.

Buket Aydas (B)

Department of Healthcare Analytics, Meridian Health Plans, Detroit, MI, USA.

Ariadna Forray (A)

Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.

Srinivas B Muvvala (SB)

Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.

Nitish K Mishra (NK)

Department of Genetics, Cell Biology & Anatomy College of Medicine, University of Nebraska Medical Center Omaha, NE, USA.

Chittibabu Guda (C)

Department of Genetics, Cell Biology & Anatomy College of Medicine, University of Nebraska Medical Center Omaha, NE, USA.

David J Carey (DJ)

Department of Molecular and Functional Genomics, Geisinger, Danville, PA, USA.

Raghu P Metpally (RP)

Department of Molecular and Functional Genomics, Geisinger, Danville, PA, USA.

Richard C Crist (RC)

Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.

Wade H Berrettini (WH)

Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA; Geisinger Clinic, Danville, PA, USA.

Ray O Bahado-Singh (RO)

Department of Obstetrics and Gynecology, Oakland University William Beaumont School of Medicine, Royal Oak, MI, USA.

Articles similaires

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C
1.00
Humans Yoga Low Back Pain Female Male

Classifications MeSH