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ePoster

THE PLACENTA-BRAIN AXIS IN GESTATIONAL COVID-19 AND NEURODEVELOPMENT IN TWO MID-GESTATION STAGES: A NETWORK SCIENCE APPROACH

Maria Laura Gabriel Kuniyoshiand 4 co-authors

Universidade de Sao Paulo, Institute of Chemistry

FENS Forum 2026 (2026)
Barcelona, Spain

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Presenter and authors

Presenter

Maria Laura Gabriel Kuniyoshi

Universidade de Sao Paulo, Institute of Chemistry

Co-authors

Sérgio Neri Simões; Alexandra Brentani; David Correa Martins-Jr; Helena Brentani

Abstract

COVID-19 during pregnancy can trigger maternal immune activation, potentially disrupting placental homeostasis and fetal neurodevelopment, with effects depending on gestational stage. Given the challenges to source fetal tissue, the brain-placenta axis allows us to use placenta to study neurodevelopment and its molecular mechanisms. This study aimed at exploring genes in fetal neurodevelopment and the placenta of pregnant people with COVID-19 and understanding its differences across two mid-gestation periods. We meta-analyzed six placenta transcriptome datasets from COVID-infected pregnant people. The network medicine-based method NERI integrated the meta-analysis results into the protein-protein interaction (PPI) network BIOGRID and two healthy neurodevelopmental transcriptome datasets with data at the 12-13 post-conceptional weeks (pcw) and 16-21 pcw stages, from regions corresponding to the dorsolateral prefrontal cortex (DLPFC) and the hippocampus. Genes prioritized by NERI were tested for enrichment of genes from the neurodevelopmental disorders (NDD) interactome and Gene Ontology (GO) terms. The meta-analysis identified 43 genes consistently altered in the placenta of COVID-infected pregnant people. Their integration with PPI and fetal transcriptomes selected 193 hippocampal and 192 DLPFC genes (Figure 1A). NDD interactome genes were enriched in the selected genes from both DLPFC (139 genes, p-val = 4.19∙1025) and hippocampus (122 genes, p-val = 4.98∙1020). The GO analyses revealed enrichment of terms related to TORC1, MAPK and NFκβ, and others associated to neurodevelopment (Figure 1B-C). These results indicate that gestational COVID-19 may influence neurodeveloment in a time-dependent manner. Our study presents candidate pathways for future research on how viral infections affect the developmental origins of NDDs.

Panel A: Workflow showing data integration. Text: six placenta transcriptomes datasets, n = 66 pregnant with COVID-19 versus n = 35 pregnant without COVID-19. Blue arrow, Text: 43 genes consistenly altered across datasets. Blue arrows joining the texts: NERI method, PPI network, fetal neurodevelopment transcriptome at 12 to 13 pcw versus 16 to 21 pcw. Pointing at: Prioritized genes 192 DLPFC and 193 hippocampal. Panels B and C: Greyscale scatter plot showing top 15 Gene Ontology Biological Process terms enriched in the genes pioritized in the dorsolateral prefrontal cortex and the hippocampus. The x-axis indicates fold-enrichment, y-axis indicates the Gene Ontology terms, the grayscale indicates the p-value at the Fisher’s exact test, and dot size indicates the number of genes enriched in that term. Number of genes ranges from 5 to 27. Terms from the DLPFC ordered by fold enrichment (higher to lower): Protein refolding, Cellular response to heat, Negative regulation of autophagy, TORC1 signaling, Cellular response to nutriente levels, MAPK Cascade, Endocytosis, Protein folding, Pos. reg. of canonical NFκβ signal transduction, Chromatin remodeling, Chromatin organization, Neg. reg. of DNA-templated transcription, Protein transport, Neg. reg. Of trancription by RNA PolII, Pos.reg. Of transcription by RNA PolI. Terms from the hipoccampus ordered by fold enrichment (higher to lower): Schwann cell Development, Neg. reg. Of protein-containing complex assembly, Canonical NFκβ signal transduction, Cellular response to UV, TORC1 signaling, Cellular response to nutrient levels, Neg. reg. Of TGF-β receptor signaling pathway, MAPK Cascade, Rhythmic process, Intracellular protein localization, Chromatin remodelling, Neg. reg. Of apoptotic process, Intracellular protein transport, Pos. reg. Of DNA-templated transcription, Pos.reg. Of transcription by RNA PolI.

Keywords

THE PLACENTA-BRAIN AXIS IN GESTATIONAL COVID-19 AND NEURODEVELOPMENT IN TWO MID-GESTATION STAGES: A NETWORK SCIENCE APPROACH - World Wide