Evidence map›Paper›PMID 37342349›Full record

ArticleFrontiers in immunology2023

Pregnancy-associated systemic gene expression compared to a pre-pregnancy baseline, among healthy women with term pregnancies.

Matthew L Wright, Dana E Goin, Mette Kiel Smed, Nicholas P Jewell, J Lee Nelson, Jørn Olsen, Merete Lund Hetland, Vibeke Zoffmann, Damini Jawaheer

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
9.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 14 citations in OpenAlex.

  1. Revealing the Complexity of Immunobiological Shifts From Non-Pregnant to Pregnant State.American journal of reproductive immunology (New York, N.Y. : 1989) · 2025
    Article
  2. Article
  3. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 7 institutions in 3 countries.

Matthew L WrightChildren's Hospital Oakland Research Institute, Oakland, CA, United States.
Dana E GoinDepartment of Obstetrics, Gynecology, and Reproductive Sciences, University of California, San Francisco, San Francisco, CA, United States.
Mette Kiel SmedJuliane Marie Centeret, Rigshospitalet, Copenhagen, Denmark.
Nicholas P JewellDepartment of Medical Statistics, London School of Hygiene and Tropical Medicine, London, United Kingdom.
J Lee NelsonClinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, United States.
Jørn OlsenDepartment of Epidemiology, University of California, Los Angeles, Los Angeles, CA, United States.
Merete Lund HetlandDANBIO Registry and Copenhagen Centre for Arthritis Research, Centre for Rheumatology and Spine Diseases, Rigshospitalet, Glostrup, Denmark.
Vibeke ZoffmannJuliane Marie Centeret, Rigshospitalet, Copenhagen, Denmark.
Damini JawaheerChildren's Hospital Oakland Research Institute, Oakland, CA, United States.
Northwestern University · USUniversity of Copenhagen · DKFred Hutch Cancer Center · USLondon School of Hygiene & Tropical Medicine · GBRigshospitalet · DKUniversity of California, Los Angeles · USUniversity of California, San Francisco · US

Funding

The Pregnancy Transcriptome in Rheumatoid Arthritis - RenewalR01AR073111 · NIAMS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Damini Jawaheer · 2017 to 2026
$4.6M
Emerging methods and applications for test-negative studies of of infectious disease interventionsR01AI148127 · NIAID · UNIVERSITY OF CALIFORNIA BERKELEY · PI JEWELL, NICHOLAS P · 2020 to 2023
$1.8M
Gene Expression Profiling in a Prospective Rheumatoid Arthritis Pregnancy CohortR21AR057931 · NIAMS · CHILDREN'S HOSPITAL & RES CTR AT OAKLAND · PI JAWAHEER, DAMINI · 2010 to 2011
$334k
NIAID NIH HHS R01 AI148127NIAMS NIH HHS R01 AR073111NIAMS NIH HHS R21 AR057931
6 · The paper itself

Abstract

Background: Pregnancy is known to induce extensive biological changes in the healthy mother. Little is known, however, about what these changes are at the molecular level. We have examined systemic expression changes in protein-coding genes and long non-coding (lnc) RNAs during and after pregnancy, compared to before pregnancy, among healthy women with term pregnancies. Methods: Blood samples were collected from 14 healthy women enrolled in our prospective pregnancy cohort at 7 time-points (before, during and after pregnancy). Total RNA from frozen whole blood was used for RNA sequencing. Following raw read alignment and assembly, gene-level counts were obtained for protein-coding genes and long non-coding RNAs. At each time-point, cell type proportions were estimated using deconvolution. To examine associations between pregnancy status and gene expression over time, Generalized Estimating Equation (GEE) models were fitted, adjusting for age at conception, and with and without adjusting for changes in cell type proportions. Fold-changes in expression at each trimester were examined relative to the pre-pregnancy baseline. Results: Numerous immune-related genes demonstrated pregnancy-associated expression, in a time-dependent manner. The genes that demonstrated the largest changes in expression included several that were neutrophil-related (over-expressed) and numerous immunoglobulin genes (under-expressed). Estimated cell proportions revealed a marked increase in neutrophils, and less so of activated CD4 memory T cells, during pregnancy, while most other cell type proportions decreased or remained unchanged. Adjusting for cell type proportions in our model revealed that although most of the expression changes were due to changes in cell type proportions in the bloodstream, transcriptional regulation was also involved, especially in down-regulating expression of type I interferon inducible genes. Conclusion: Compared to a pre-pregnancy baseline, there were extensive systemic changes in cell type proportions, gene expression and biological pathways associated with different stages of pregnancy and postpartum among healthy women. Some were due to changes in cell type proportions and some due to gene regulation. In addition to providing insight into term pregnancy among healthy women, these findings also provide a "normal" reference for abnormal pregnancies and for autoimmune diseases that improve or worsen during pregnancy, to assess deviations from normal.

Indexed as

Pregnancy ComplicationsFemaleGene ExpressionHumansPregnancyPregnancy Trimester, ThirdProspective StudiesSequence Analysis, RNAgene expressionhealthy womenlong non-coding (lnc) RNApregnancyRNA sequencing (RNAseq)

Identifiers

PMID37342349
PMCPMC10277629
OpenAlexW4379473514

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.