Evidence map›Paper›PMID 36461127›Full record

ArticleClinical epigenetics2022

Longitudinal monitoring of cell-free DNA methylation in ALK-positive non-small cell lung cancer patients.

Florian Janke, Arlou Kristina Angeles, Anja Lisa Riediger, Simone Bauer, Martin Reck, Albrecht Stenzinger, Marc A Schneider, Thomas Muley, Michael Thomas, Petros Christopoulos and 1 more

Open access · goldAbstract read
In one paragraph

Article in Clinical epigenetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
2.1field-weighted citation impact, top 11% 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

21 citing papers in PubMed, 23 citations in OpenAlex.

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  19. Cell-Free MethylatedDiagnostics (Basel, Switzerland) · 2023
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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

11 authors at 5 institutions in 1 country.

Florian JankeDivision of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany. f.janke@dkfz-heidelberg.de.
Arlou Kristina AngelesDivision of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany.
Anja Lisa RiedigerDivision of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany.
Simone BauerDivision of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany.
Martin ReckLung Clinic Grosshansdorf, Airway Research Center North, German Center for Lung Research, Grosshansdorf, Germany.
Albrecht StenzingerGerman Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
Marc A SchneiderGerman Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
Thomas MuleyGerman Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
Michael ThomasGerman Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
Petros ChristopoulosGerman Center for Lung Research (DZL), TLRC Heidelberg, Heidelberg, Germany.
Holger SültmannDivision of Cancer Genome Research, German Cancer Research Center, National Center for Tumor Diseases, Heidelberg, Germany.
Heidelberg University · DENational Center for Tumor Diseases · DEGerman Center for Lung Research · DEUniversity Hospital Heidelberg · DEGerman Cancer Research Center · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDNA methylation (5-mC) signals in cell-free DNA (cfDNA) of cancer patients represent promising biomarkers for minimally invasive tumor detection. The high abundance of cancer-associated 5-mC alterations permits parallel and highly sensitive assessment of multiple 5-mC biomarkers. Here, we performed genome-wide 5-mC profiling in the plasma of metastatic ALK-rearranged non-small cell lung cancer (NSCLC) patients receiving tyrosine kinase inhibitor therapy. We established a strategy to identify ALK-specific 5-mC changes from cfDNA and demonstrated the suitability of the identified markers for cancer detection, prognosis, and therapy monitoring.

methodsLongitudinal plasma samples (n = 79) of 21 ALK-positive NSCLC patients and 13 healthy donors were collected alongside 15 ALK-positive tumor tissue and 10 healthy lung tissue specimens. All plasma and tissue samples were analyzed by cell-free DNA methylation immunoprecipitation sequencing to generate genome-wide 5-mC profiles. Information on genomic alterations (i.e., somatic mutations/fusions and copy number alterations) determined in matched plasma samples was available from previous studies.

resultsWe devised a strategy that identified tumor-specific 5-mC biomarkers by reducing 5-mC background signals derived from hematopoietic cells. This was followed by differential methylation analysis (cases vs. controls) and biomarker validation using 5-mC profiles of ALK-positive tumor tissues. The resulting 245 differentially methylated regions were enriched for lung adenocarcinoma-specific 5-mC patterns in TCGA data and indicated transcriptional repression of several genes described to be silenced in NSCLC (e.g., PCDH10, TBX2, CDO1, and HOXA9). Additionally, 5-mC-based tumor DNA (5-mC score) was highly correlated with other genomic alterations in cell-free DNA (Spearman, ρ > 0.6), while samples with high 5-mC scores showed significantly shorter overall survival (log-rank p = 0.025). Longitudinal 5-mC scores reflected radiologic disease assessments and were significantly elevated at disease progression compared to the therapy start (p = 0.0023). In 7 out of 8 instances, rising 5-mC scores preceded imaging-based evaluation of disease progression.

conclusionWe demonstrated a strategy to identify 5-mC biomarkers from the plasma of cancer patients and integrated them into a quantitative measure of cancer-associated 5-mC alterations. Using longitudinal plasma samples of ALK-positive NSCLC patients, we highlighted the suitability of cfDNA methylation for prognosis and therapy monitoring.

Indexed as

Carcinoma, Non-Small-Cell LungCell-Free Nucleic AcidsLung NeoplasmsBiomarkers, TumorDisease ProgressionDNA MethylationHumansReceptor Protein-Tyrosine KinasesBiomarkers, TumorCell-Free Nucleic AcidsReceptor Protein-Tyrosine KinasesALK-positive NSCLCBiomarkersCell-free DNAcfMeDIP-seqDNA methylationEpigeneticsLiquid biopsy

Identifiers

PMID36461127
PMCPMC9719130
OpenAlexW4310777794

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.