Evidence map›Paper›PMID 34538273›Full record

ArticleClinical epigenetics2021

DNA 5-hydroxymethylcytosine in pediatric central nervous system tumors may impact tumor classification and is a positive prognostic marker.

Nasim Azizgolshani, Curtis L Petersen, Youdinghuan Chen, Joshua J Levy, Lucas A Salas, Laurent Perreard, Lananh N Nguyen, Brock C Christensen

Open access · goldAbstract read
In one paragraph

Article in Clinical epigenetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
1.1field-weighted citation impact, top 22% 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

15 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
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  4. Methods in DNA methylation array dataset analysis: A review.Computational and structural biotechnology journal · 2024
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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

8 authors at 2 institutions in 2 countries.

Nasim AzizgolshaniDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA. nasimgolshn@gmail.com.ORCID 0000-0002-8663-0251
Curtis L PetersenThe Dartmouth Institute for Health Policy and Clinical Practice, Dartmouth College, Lebanon, NH, 03756, USA.ORCID 0000-0002-7210-447X
Youdinghuan ChenDepartment of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.ORCID 0000-0002-5451-0482
Joshua J LevyDepartment of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.ORCID 0000-0001-8050-1291
Lucas A SalasDepartment of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.ORCID 0000-0002-2279-4097
Laurent PerreardDepartment of Epidemiology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.
Lananh N NguyenDepartment of Pathology, Dartmouth-Hitchcock Medical Center, Lebanon, NH, 03756, USA.ORCID 0000-0003-4276-8934
Brock C ChristensenDepartment of Molecular and Systems Biology, Geisel School of Medicine at Dartmouth, Lebanon, NH, 03756, USA.ORCID 0000-0003-3022-426X
Dartmouth College · USDartmouth–Hitchcock Medical Center · US

Funding

Relation Between In-utero Vitamin D and Immune Function in Early Childhood P20GM104416 · NIGMS · DARTMOUTH COLLEGE · PI SALAS DIAZ, LUCAS A · 2013 to 2022
$23.7M
(PQ3) Immune epigenetic biomarkers of bladder cancer outcomesR01CA216265 · NCI · DARTMOUTH COLLEGE · PI CHRISTENSEN, BROCK CLARKE · 2017 to 2021
$2.9M
NCI NIH HHS R01 CA216265NIGMS NIH HHS P20 GM104416
6 · The paper itself

Abstract

backgroundNucleotide-specific 5-hydroxymethylcytosine (5hmC) remains understudied in pediatric central nervous system (CNS) tumors. 5hmC is abundant in the brain, and alterations to 5hmC in adult CNS tumors have been reported. However, traditional approaches to measure DNA methylation do not distinguish between 5-methylcytosine (5mC) and its oxidized counterpart 5hmC, including those used to build CNS tumor DNA methylation classification systems. We measured 5hmC and 5mC epigenome-wide at nucleotide resolution in glioma, ependymoma, and embryonal tumors from children, as well as control pediatric brain tissues using tandem bisulfite and oxidative bisulfite treatments followed by hybridization to the Illumina Methylation EPIC Array that interrogates over 860,000 CpG loci.

resultsLinear mixed effects models adjusted for age and sex tested the CpG-specific differences in 5hmC between tumor and non-tumor samples, as well as between tumor subtypes. Results from model-based clustering of tumors was used to test the relation of cluster membership with patient survival through multivariable Cox proportional hazards regression. We also assessed the robustness of multiple epigenetic CNS tumor classification methods to 5mC-specific data in both pediatric and adult CNS tumors. Compared to non-tumor samples, tumors were hypohydroxymethylated across the epigenome and tumor 5hmC localized to regulatory elements crucial to cell identity, including transcription factor binding sites and super-enhancers. Differentially hydroxymethylated loci among tumor subtypes tended to be hypermethylated and disproportionally found in CTCF binding sites and genes related to posttranscriptional RNA regulation, such as DICER1. Model-based clustering results indicated that patients with low 5hmC patterns have poorer overall survival and increased risk of recurrence. Our results suggest 5mC-specific data from OxBS-treated samples impacts methylation-based tumor classification systems giving new opportunities for further refinement of classifiers for both pediatric and adult tumors.

conclusionsWe identified that 5hmC localizes to super-enhancers, and genes commonly implicated in pediatric CNS tumors were differentially hypohydroxymethylated. We demonstrated that distinguishing methylation and hydroxymethylation is critical in identifying tumor-related epigenetic changes. These results have implications for patient prognostication, considerations of epigenetic therapy in CNS tumors, and for emerging molecular neuropathology classification approaches.

Indexed as

5-MethylcytosineAdolescentCentral Nervous System NeoplasmsChildChild, PreschoolFemaleGene Expression RegulationHumansMaleNeoplasm StagingPediatrics5-hydroxymethylcytosine5-Methylcytosine5-HydroxymethylcytosineCancerEpigeneticsMethylationPediatric CNS/brain tumors

Identifiers

PMID34538273
PMCPMC8451154
OpenAlexW3199341752

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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.