Evidence map›Paper›PMID 31253200›Full record

ArticleClinical epigenetics2019

Comparative DNA methylomic analyses reveal potential origins of novel epigenetic biomarkers of insulin resistance in monocytes from virally suppressed HIV-infected adults.

Christian K Dye, Michael J Corley, Dongmei Li, Vedbar S Khadka, Brooks I Mitchell, Razvan Sultana, Annette Lum-Jones, Cecilia M Shikuma, Lishomwa C Ndhlovu, Alika K Maunakea

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In one paragraph

Article in Clinical epigenetics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.9field-weighted citation impact, top 4% 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

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3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 27 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 3 institutions in 1 country.

Christian K DyeDepartment of Native Hawaiian Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Suite 1016B, University of Hawaii, Honolulu, HI, 96813, USA.
Michael J CorleyDepartment of Native Hawaiian Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Suite 1016B, University of Hawaii, Honolulu, HI, 96813, USA.
Dongmei LiSchool of Medicine and Dentistry, University of Rochester Medical Center, 601 Elmwood Ave., CU430708, Rochester, NY, 14642, USA.
Vedbar S KhadkaOffice of Biostatistics & Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo Street, Medical Education Building, Suite 411, Honolulu, HI, 96813, USA.
Brooks I MitchellDepartment of Tropical Medicine, University of Hawaii, 651 Illalo Street, BSB 325C, Honolulu, HI, 96815, USA.
Razvan SultanaDepartment of Native Hawaiian Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Suite 1016B, University of Hawaii, Honolulu, HI, 96813, USA.
Annette Lum-JonesDepartment of Native Hawaiian Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Suite 1016B, University of Hawaii, Honolulu, HI, 96813, USA.
Cecilia M ShikumaHawaii Center for AIDS, University of Hawaii, 651 Ilalo St. BSB 231, Honolulu, HI, 96813, USA.
Lishomwa C NdhlovuDepartment of Tropical Medicine, University of Hawaii, 651 Illalo Street, BSB 325C, Honolulu, HI, 96815, USA.
Alika K MaunakeaDepartment of Native Hawaiian Health, University of Hawaii John A. Burns School of Medicine, 677 Ala Moana Blvd, Suite 1016B, University of Hawaii, Honolulu, HI, 96813, USA. amaunake@hawaii.edu.ORCID 0000-0002-6457-5087
University of Hawaiʻi at Mānoa · USUniversity of Hawaii System · USUniversity of Rochester Medical Center · US

Funding

UH Hilo COP A&RP20GM103466 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI HELEN C TURNER · 2012 to 2026
$60.3M
The Role of gp120 on Cardiovascular Disease in People Living with HIVU54MD007601 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI Benjamin C. Fogelgren · 2017 to 2026
$59.5M
TRPA1 Physiology in Diabetes, Metabolic Syndrome, and MetabolismP20GM113134 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI Michael A. Ortega · 2017 to 2026
$21.5M
RESEARCH DESIGN AND BIOSTATISTICS COREU54MD007584 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI HEDGES, JERRIS ROBERT, MOKUAU, NOREEN · 2012 to 2018
$21.1M
RESEARCH DESIGN, BIOSTATISTICS AND RESEARCH ETHICS COREG12MD007601 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI BERRY, MARLA J · 2012 to 2016
$13.0M
Transgenic Mouse, ICSI and IVF CoreP20GM103457 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI MOISYADI, STEFAN · 2012 to 2018
$12.9M
Translational Pilot Project ProgramP30GM131944 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI WARD, WILLIAM S · 2019 to 2023
$5.9M
Pilot Project ProgramP30GM103341 · NIGMS · UNIVERSITY OF HAWAII AT MANOA · PI SHOHET, RALPH V. · 2012 to 2016
$5.5M
Monocytes and HIV CNS Reservoirs in Super Acute HIV InfectionR01MH104141 · NIMH · UNIVERSITY OF HAWAII AT MANOA · PI NDHLOVU, LISHOMWA C · 2014 to 2018
$3.2M
The role of epigenetic transcriptional memory in monocyte-macrophage cells and cardiovascular disease riskK01HL140271 · NHLBI · WEILL MEDICAL COLL OF CORNELL UNIV · PI CORLEY, MICHAEL JAY · 2018 to 2022
$788k
Identifying Epigenetic Biomarkers of Cardiovascular Disease Risk In HumansK01HL125504 · NHLBI · UNIVERSITY OF HAWAII AT MANOA · PI MAUNAKEA, ALIKA KEOLAOKALANI · 2015 to 2018
$655k
Epigenomic Dysregulation of Neurodevelopmental Genes Underlies Autism Spectrum DisordersR21MH114005 · NIMH · UNIVERSITY OF HAWAII AT MANOA · PI MAUNAKEA, ALIKA KEOLAOKALANI · 2017 to 2018
$424k
NHLBI NIH HHS K01 HL125504NHLBI NIH HHS K01 HL140271NHLBI NIH HHS R03 HL146886NIGMS NIH HHS P20 GM103457NIGMS NIH HHS P20 GM103466NIGMS NIH HHS P20 GM113134NIGMS NIH HHS P30 GM103341NIGMS NIH HHS P30 GM131944NIMHD NIH HHS G12 MD007601NIMHD NIH HHS U54 MD007584NIMHD NIH HHS U54 MD007601NIMH NIH HHS R01 MH104141NIMH NIH HHS R21 MH114005
6 · The paper itself

Abstract

backgroundCompared to healthy individuals, those with stably repressed HIV experience a higher risk of developing insulin resistance, a hallmark of pre-diabetes and a major determinant for cardiometabolic diseases. Although epigenetic processes, including in particular DNA methylation, appear to be dysregulated in individuals with insulin resistance, little is known about where these occur in the genomes of immune cells and the origins of these alterations in HIV-infected individuals. Here, we examined the genome-wide DNA methylation states of monocytes in HIV-infected individuals (n = 37) with varying levels of insulin sensitivity measured by the homeostatic model assessment of insulin resistance (HOMA-IR).

resultsBy profiling DNA methylation at single-nucleotide resolution using the Illumina Infinium HumanMethylation450 BeadChip in monocytes from insulin-resistant (IR; HOMA-IR ≥ 2.0; n = 14) and insulin-sensitive (IS; HOMA-IR < 2.0; n = 23) individuals, we identified 123 CpGs with significantly different DNA methylation levels. These CpGs were enriched at genes involved in pathways relating to glucose metabolism, immune activation, and insulin-relevant signaling, with the majority (86.2%) being hypomethylated in IR relative to IS individuals. Using a stepwise multiple logistic regression analysis, we observed 4 CpGs (cg27655935, cg02000426, cg10184328, and cg23085143) whose methylation levels independently predicted the insulin-resistant state at a higher confidence than that of clinical risk factors typically associated with insulin resistance (i.e., fasting glucose, 120-min oral glucose tolerance test, Framingham Risk Score, and Total to HDL cholesterol ratio). Interestingly, 79 of the 123 CpGs (64%) exhibited remarkably similar levels of methylation as that of hematopoietic stem cells (HSC) in monocytes from IR individuals, implicating epigenetic defects in myeloid differentiation as a possible origin for the methylation landscape underlying the insulin resistance phenotype. In support of this, gene ontology analysis of these 79 CpGs revealed overrepresentation of these CpGs at genes relevant to HSC function, including involvement in stem cell pluripotency, differentiation, and Wnt signaling pathways.

conclusionAltogether, our data suggests a possible role for DNA methylation in regulating monocyte activity that may associate with the insulin-resistant phenotype. The methylomic landscape of insulin resistance in monocytes could originate from epigenetic dysregulation during HSC differentiation through the myeloid lineage. Understanding the factors involved with changes in the myeloid trajectory may provide further insight into the development of insulin resistance. Furthermore, regulation of specific genes that were implicated in our analysis reveal possible targets for modulating immune activity to ameliorate insulin resistance.

Indexed as

DNA MethylationGenetic MarkersInsulin ResistanceCase-Control StudiesCpG IslandsEpigenomicsFemaleGene Regulatory NetworksHIV InfectionsHumansLogistic ModelsMaleMiddle AgedMonocytesPolymorphism, Single NucleotideProspective StudiesGenetic MarkersCardiometabolic diseaseDiabetesDNA methylationEpigeneticsHIVImmune responseInflammationInsulin resistanceMonocyte

Identifiers

PMID31253200
PMCPMC6599380
OpenAlexW2955645731

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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.