Evidence map›Paper›PMID 37118842›Full record

ArticleClinical epigenetics2023

Assessment of immune cell profiles among post-menopausal women in the Women's Health Initiative using DNA methylation-based methods.

Emily Nissen, Alexander Reiner, Simin Liu, Robert B Wallace, Annette M Molinaro, Lucas A Salas, Brock C Christensen, John K Wiencke, Devin C Koestler, Karl T Kelsey

Open access · goldAbstract read
In one paragraph

Article in Clinical epigenetics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.2field-weighted citation impact, top 13% 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

12 citing papers in PubMed, 14 citations in OpenAlex.

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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

10 authors at 6 institutions in 1 country.

Emily NissenDepartment of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, KS, USA.
Alexander ReinerDivision of Public Health Science, Fred Hutchinson Cancer Center, Seattle, WA, USA.
Simin LiuDepartments of Epidemiology, Medicine, and Surgery, Brown University, Providence, RI, USA.
Robert B WallaceDepartments of Epidemiology and Internal Medicine, School of Public Health, University of Iowa, Iowa City, IA, USA.
Annette M MolinaroDepartment of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
Lucas A SalasDepartment of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA.
Brock C ChristensenDepartment of Epidemiology, Geisel School of Medicine, Dartmouth College, Lebanon, NH, USA.
John K WienckeDepartment of Neurological Surgery, University of California San Francisco, San Francisco, CA, USA.
Devin C Koestler *Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, KS, USA.
Karl T Kelsey *Departments of Epidemiology and Pathology and Laboratory Medicine, Brown University, 70 Ship St, Providence, RI, 02903, USA. karl_kelsey@brown.edu.
Brown University · USDartmouth College · USNeurological Surgery · USUniversity of Kansas Medical Center · USFred Hutch Cancer Center · USUniversity of Iowa · US

Funding

Mentoring CoreP20GM103418 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI John A Stanford · 2012 to 2026
$63.0M
WOMEN'S HEALTH INITIATIVE - CLINICAL COORDINATING CENTER: TASK AREA B - LONG LIFE STUDY VISIT 2 LIMITED HOME VISIT75N92021D00001 · NHLBI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI ANDERSON, GARNET L. · 2021 to 2025
$52.0M
Pulmonary Toxicology Facility CoreP30ES005605 · NIEHS · UNIVERSITY OF IOWA · PI Brandi Janssen · 1990 to 2026
$40.5M
Transgenic & Gene-Targeting Shared ResourceP30CA168524 · NCI · UNIVERSITY OF KANSAS MEDICAL CENTER · PI NICOLE L NOLLEN · 2012 to 2026
$40.1M
Relation Between In-utero Vitamin D and Immune Function in Early Childhood P20GM104416 · NIGMS · DARTMOUTH COLLEGE · PI CHRISTENSEN, BROCK CLARKE · 2013 to 2022
$23.7M
Using Integrated Omics to Identify Dysfunctional Genetic Mechanisms Influencing Schizophrenia and Sleep DisturbancesP20GM130423 · NIGMS · UNIVERSITY OF KANSAS MEDICAL CENTER · PI ANDREW K. GODWIN · 2019 to 2026
$21.5M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC): TASK AREA A AND A275N92021D00002 · NHLBI · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI WACTAWSKI-WENDE, JEAN · 2021 to 2025
$6.9M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00004 · NHLBI · STANFORD UNIVERSITY · PI STEFANICK, MARCIA · 2021 to 2025
$6.5M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00003 · NHLBI · OHIO STATE UNIVERSITY · PI JACKSON, REBECCA · 2021 to 2025
$5.0M
WOMEN'S HEALTH INITIATIVE (WHI) REGIONAL CENTER (RC) - TO EXERCISE OPTION PERIOD ONE (1) AND REVISE CONTRACT ARTICLES.75N92021D00005 · NHLBI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI VITOLINS, MARA · 2021 to 2025
$4.2M
Immune epigenetic biomarkers of survival in glioma epidemiologyR01CA207360 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI WIENCKE, JOHN K. · 2017 to 2021
$3.8M
DNA-based Immune Phenotyping in HNSCC for Biomarkers of Response to ImmunotherapyR01CA253976 · NCI · BROWN UNIVERSITY · PI CHRISTENSEN, BROCK C, KELSEY, KARL TIMOTHY · 2021 to 2025
$3.3M
NCI NIH HHS P30 CA168524NCI NIH HHS R01 CA207360NCI NIH HHS R01 CA216265NCI NIH HHS R01 CA253976NHLBI NIH HHS 75N92021D00001NHLBI NIH HHS 75N92021D00002NIEHS NIH HHS P30 ES005605NIGMS NIH HHS P20 GM103418NIGMS NIH HHS P20 GM104416NIGMS NIH HHS P20 GM130423WHI NIH HHS 75N92021D00003WHI NIH HHS 75N92021D00004WHI NIH HHS 75N92021D00005
6 · The paper itself

Abstract

backgroundOver the past decade, DNA methylation (DNAm)-based deconvolution methods that leverage cell-specific DNAm markers of immune cell types have been developed to provide accurate estimates of the proportions of leukocytes in peripheral blood. Immune cell phenotyping using DNAm markers, termed immunomethylomics or methylation cytometry, offers a solution for determining the body's immune cell landscape that does not require fresh blood and is scalable to large sample sizes. Despite significant advances in DNAm-based deconvolution, references at the population level are needed for clinical and research interpretation of these additional immune layers. Here we aim to provide some references for immune populations in a group of multi-ethnic post-menopausal American women.

resultsWe applied DNAm-based deconvolution to a large sample of post-menopausal women enrolled in the Women's Health Initiative (baseline, N = 58) or the ancillary Long Life Study (WHI-LLS, N = 1237) to determine the reference ranges of 58 immune parameters, including proportions and absolute counts for 19 leukocyte subsets and 20 derived cell ratios. Participants were 50-94 years old at the time of blood draw, and N = 898 (69.3%) self-identified as White. Using linear regression models, we observed significant associations between age at blood draw and absolute counts and proportions of naïve B, memory CD4+, naïve CD4+, naïve CD8+, memory CD8+ memory, neutrophils, and natural killer cells. We also assessed the same immune profiles in a subset of paired longitudinal samples collected 14-18 years apart across N = 52 participants. Our results demonstrate high inter-individual variability in rates of change of leukocyte subsets over this time. And, when conducting paired t tests to test the difference in counts and proportions between the baseline visit and LLS visit, there were significant changes in naïve B, memory CD4+, naïve CD4+, naïve CD8+, memory CD8+ cells and neutrophils, similar to the results seen when analyzing the association with age in the entire cohort.

conclusionsHere, we show that derived cell counts largely reflect the immune profile associated with proportions and that these novel methods replicate the known immune profiles associated with age. Further, we demonstrate the value this methylation cytometry approach can add as a potential application in epidemiological studies.

Indexed as

DNA MethylationPostmenopauseAgedAged, 80 and overCD8-Positive T-LymphocytesFemaleHumansLeukocytesMiddle AgedWomen's HealthDeconvolutionDNA methylationImmune cell phenotypingImmune cell reference limitsImmunomethylomicsMethylation cytometryPopulationReference valuesWHI

Identifiers

PMID37118842
PMCPMC10141818
OpenAlexW4367315380

What OpenQuestion holds

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LicenceCC BY
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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.