Evidence map›Paper›PMID 42384765›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2026

Epigenetic Liquid Biopsy Enables Universal Mutation-Agnostic Molecular Surveillance for High-Risk Neuroblastoma.

Nurit Gal-Mark, Assaf Grunwald, Valid Gahramanov, Michal Hameiri-Grossman, Elena Shinderman-Maman, Dafna Gaas, Keren Shichrur, Jacques Mordoukh, Nino Oniashvili, Eva Chausky Barzakh and 7 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Nurit Gal-Mark *The Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0004-1976-4796
Assaf Grunwald *Felsenstein Medical Research Center, Tel Aviv University, Rabin Medical Center, Petah Tikva, Israel.ORCID 0009-0009-4457-3445
Valid GahramanovDepartment of Human Genetics and Computational Medicine, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.ORCID 0009-0000-1231-374X
Michal Hameiri-GrossmanThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0000-0002-4744-3808
Elena Shinderman-MamanThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0003-3014-4603
Dafna GaasThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0003-8246-2312
Keren ShichrurThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0001-1600-9312
Jacques MordoukhThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0002-5987-0716
Nino OniashviliThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0002-7424-473X
Eva Chausky BarzakhFelsenstein Medical Research Center, Tel Aviv University, Rabin Medical Center, Petah Tikva, Israel.ORCID 0009-0002-2770-0229
Aviv SeverThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0000-0001-6694-1573
Shirah AmarThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0008-3685-8101
Shifra AshThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0000-0003-4278-1645
Yehudit BirgerThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0000-0002-3400-1306
Shai IzraeliThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0009-0001-2131-8638
Yuval EbensteinDepartment of Physical Chemistry, School of Chemistry, Tel Aviv University, Tel Aviv, Israel.ORCID 0000-0002-7107-7529
Esther R BerkoThe Rina Zaizov Division of Pediatric Hematology-Oncology, Schneider Children's Medical Center, Petach Tikva, Israel.ORCID 0000-0001-7181-1378

Funding

Cancer Biology Research Center, Tel Aviv University (CBRC, TAU)Israel Cancer Research Fund (ICRF)
6 · The paper itself

Abstract

purposeLiquid biopsy monitoring in pediatric solid tumors is limited by low mutational burden and lack of trackable genomic drivers. We sought to develop a mutation-agnostic, methylation-based liquid biopsy framework enabling universal molecular surveillance of high-risk neuroblastoma. EXPERIMENTAL

designUsing whole-genome Oxford Nanopore Technologies sequencing of high-risk neuroblastoma tumors, we compared tumor-derived methylation profiles with a comprehensive atlas of normal human cell types and identified 72 neuroblastoma-specific differentially methylated regions (meNBL) that were reliably detectable in cell-free DNA (cfDNA). Marker robustness and specificity were validated using independent neuroblastoma methylation datasets and assessed against methylation profiles from other cancer types. We established neuroblastoma as a distinct methylation entity within the reference atlas by integrating a panel of 25 meNBLs, enabling quantitative estimation of tumor-derived cfDNA. Assay performance was evaluated across diagnostic, remission, relapse, and healthy control samples and compared with mutation-based and copy number-based approaches.

resultsNeuroblastoma-derived cfDNA was consistently detected at diagnosis and relapse but was absent in healthy controls and during confirmed remission. Methylation-based deconvolution demonstrated high specificity, with no detectable background signal in controls, and improved performance relative to copy number-based tumor fraction estimation. Longitudinal profiling enabled early molecular detection of relapse and reliable disease monitoring.

conclusionsWe establish a robust, mutation-independent methylation-based liquid biopsy strategy for neuroblastoma that enables accurate, quantitative disease monitoring across all high-risk patients, including those lacking trackable genomic alterations. This approach supports the clinical translation of methylation-based cfDNA deconvolution as a broadly applicable platform for pediatric precision oncology.

Indexed as

Biomarkers, TumorDNA MethylationEpigenesis, GeneticMutationNeuroblastomaCell-Free Nucleic AcidsChildChild, PreschoolCirculating Tumor DNAFemaleHumansInfantLiquid BiopsyMaleBiomarkers, TumorCell-Free Nucleic AcidsCirculating Tumor DNA

Identifiers

PMID42384765
PMCPMC13575560

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