Evidence map›Paper›PMID 33691021›Full record

ArticlePacific Symposium on Biocomputing. Pacific Symposium on Biocomputing2021

Incorporation of DNA methylation into eQTL mapping in African Americans.

Anmol Singh, Yizhen Zhong, Layan Nahlawi, C Sehwan Park, Tanima De, Cristina Alarcon, Minoli A Perera

Open access · goldAbstract read
In one paragraph

Article in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact, top 88% 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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. Article
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

7 authors at 1 institution in 1 country.

Anmol SinghDepartment of Pharmacology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.
Yizhen Zhong
Layan Nahlawi
C Sehwan Park
Tanima De
Cristina Alarcon
Minoli A Perera
Northwestern University · US

Funding

African American Cardiovascular pharmacogenetic CONsorTium (ACCOuNT): discovery and translationU54MD010723 · NIMHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MELTZER, DAVID O, PERERA, MINOLI A · 2016 to 2020
$9.5M
Health disparity in pharmacogenomics: African American SNPs and drug metabolismR01MD009217 · NIMHD · UNIVERSITY OF CHICAGO · PI PERERA, MINOLI A · 2014 to 2018
$2.0M
NIMHD NIH HHS R01 MD009217NIMHD NIH HHS U54 MD010723
6 · The paper itself

Abstract

Epigenetics is a reversible molecular mechanism that plays a critical role in many developmental, adaptive, and disease processes. DNA methylation has been shown to regulate gene expression and the advent of high throughput technologies has made genome-wide DNA methylation analysis possible. We investigated the effect of DNA methylation on eQTL mapping (methylation-adjusted eQTLs), by incorporating DNA methylation as a SNP-based covariate in eQTL mapping in African American derived hepatocytes. We found that the addition of DNA methylation uncovered new eQTLs and eGenes. Previously discovered eQTLs were significantly altered by the addition of DNA methylation data suggesting that methylation may modulate the association of SNPs to gene expression. We found that methylation-adjusted eQTLs that were less significant compared to PC-adjusted eQTLs were enriched in lipoprotein measurements (FDR=0.0040), immune system disorders (FDR = 0.0042), and liver enzyme measurements (FDR=0.047), suggesting that DNA methylation modulates the genetic regulation of these phenotypes. Our methylation-adjusted eQTL analysis also uncovered novel SNP-gene pairs. For example, we found that the SNP, rs1332018, was associated to GSTM3. GSTM3 expression has been linked to Hepatitis B which African Americans suffer from disproportionately. Our methylation-adjusted method adds new understanding to the genetic basis of complex diseases that disproportionally affect African Americans.

Indexed as

Black or African AmericanDNA MethylationComputational BiologyGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansPolymorphism, Single NucleotideQuantitative Trait Loci

Identifiers

PMID33691021
PMCPMC7958994
OpenAlexW3110594971

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.