Evidence map›Paper›PMID 29263828›Full record

ArticleNPJ genomic medicine2017

Empirical comparison of reduced representation bisulfite sequencing and Infinium BeadChip reproducibility and coverage of DNA methylation in humans.

Juan J Carmona, William P Accomando, Alexandra M Binder, John N Hutchinson, Lorena Pantano, Benedetta Izzi, Allan C Just, Xihong Lin, Joel Schwartz, Pantel S Vokonas and 3 more

Open access · goldAbstract read
In one paragraph

Article in NPJ genomic medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
1.3field-weighted citation impact, top 20% 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

17 citing papers in PubMed, 46 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Review
  6. DNA Methylation in Alzheimer's Disease.Current topics in behavioral neurosciences · 2025
    Review
  7. Article
  8. Article
  9. Article
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  11. 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

13 authors at 4 institutions in 3 countries.

Juan J Carmona *Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
William P Accomando *Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
Alexandra M Binder *Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
John N HutchinsonDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115 USA.
Lorena PantanoDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115 USA.
Benedetta IzziInstitute for Prevention and Cancer Epidemiology, Freiburg Medical Center, University of Freiburg, Freiburg, Germany.
Allan C JustDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
Xihong LinDepartment of Biostatistics, Harvard T. H. Chan School of Public Health, Boston, MA 02115 USA.
Joel SchwartzDepartment of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
Pantel S VokonasVeterans Affairs Normative Aging Study, Veterans Affairs Boston Healthcare System, Department of Medicine, Boston University School of Medicine, Boston, MA 02118 USA.
Sami S AmrDepartment of Pathology, Harvard Medical School, Brigham and Women's Hospital, Boston, MA 02115 USA.ORCID 0000-0003-0927-6057
Andrea A Baccarelli *Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
Karin B Michels *Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA 02115 USA.
Harvard University · USBrigham and Women's Hospital · USBoston University · USUniversity of Freiburg · DE

Funding

Training Program in Cancer EpidemiologyT32CA009001 · NCI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI A. Heather Eliassen, Meir Stampfer · 1985 to 2026
$17.3M
Training Program in Environmental EpidemiologyT32ES007069 · NIEHS · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI LADEN, FRANCINE · 1985 to 2024
$13.9M
Statistical Methods for Analysis of Massive Genetic and Genomic Data in Cancer ResearchR35CA197449 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI XIHONG LIN · 2015 to 2026
$10.9M
Epigenetic Effects of Particles and Metals on Cardiac Health of an Aging CohortR01ES015172 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI SCHWARTZ, JOEL D · 2006 to 2015
$4.8M
Molecular and Epigenetic Mitochondriomics of Air Particles, Lead and CognitionR01ES021733 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI BACCARELLI, ANDREA · 2012 to 2015
$2.4M
Predictors of Mammary Gland Development & Breast Fibroglandular Volume at pubertyR01CA158313 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI MICHELS, KARIN B · 2012 to 2015
$1.9M
Predoctoral Training Program in Reproductive, Perinatal & Pediatric EpidemiologyT32HD060454 · NICHD · HARVARD SCHOOL OF PUBLIC HEALTH · PI MICHELS, KARIN B · 2010 to 2014
$1.1M
Prenatal Exposure to Endocrine Disrupters, DNA Methylation, and Childhood ObesityR00ES023450 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI JUST, ALLAN C. · 2016 to 2018
$747k
Mitochondriomic Biomarkers of Air Pollution Exposure and Respiratory Function DecF32ES024068 · NIEHS · HARVARD SCHOOL OF PUBLIC HEALTH · PI CARMONA, JUAN JOSE · 2014 to 2014
$60k
NCI NIH HHS R01 CA158313NCI NIH HHS R35 CA197449NCI NIH HHS T32 CA009001NICHD NIH HHS T32 HD060454NIEHS NIH HHS F32 ES024068NIEHS NIH HHS R00 ES023450NIEHS NIH HHS R01 ES015172NIEHS NIH HHS R01 ES021733NIEHS NIH HHS T32 ES007069
6 · The paper itself

Abstract

We empirically examined the strengths and weaknesses of two human genome-wide DNA methylation platforms: rapid multiplexed reduced representation bisulfite sequencing and Illumina's Infinium BeadChip. Rapid multiplexed reduced representation bisulfite sequencing required less input DNA, offered more flexibility in coverage, and interrogated more CpG loci at a higher regional density. The Infinium covered slightly more protein coding, cancer-associated and mitochondrial-related genes, both platforms covered all known imprinting clusters, and rapid multiplexed reduced representation bisulfite sequencing covered more microRNA genes than the HumanMethylation450, but fewer than the MethylationEPIC. Rapid multiplexed reduced representation bisulfite sequencing did not always interrogate exactly the same CpG loci, but genomic tiling improved overlap between different libraries. Reproducibility of rapid multiplexed reduced representation bisulfite sequencing and concordance between the platforms increased with CpG density. Only rapid multiplexed reduced representation bisulfite sequencing could genotype samples and measure allele-specific methylation, and we confirmed that Infinium measurements are influenced by nearby single-nucleotide polymorphisms. The respective strengths and weaknesses of these two genome-wide DNA methylation platforms need to be considered when conducting human epigenetic studies.

Identifiers

PMID29263828
PMCPMC5642382
OpenAlexW2605444708

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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.