Evidence map›Paper›PMID 34984433›Full record

ArticleNeuro-oncology2022

Liquid biopsy detection of genomic alterations in pediatric brain tumors from cell-free DNA in peripheral blood, CSF, and urine.

Mélanie Pagès, Denisse Rotem, Gregory Gydush, Sarah Reed, Justin Rhoades, Gavin Ha, Christopher Lo, Mark Fleharty, Madeleine Duran, Robert Jones and 11 more

Open access · bronzeAbstract read
In one paragraph

Article in Neuro-oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
68citing papers in PubMed, 2 pooled it
6.8field-weighted citation impact, top 2% 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

68 citing papers in PubMed, 2 syntheses or guidelines pooled it, 77 citations in OpenAlex.

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  7. Advances in the management of pediatric low-grade glioma.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2026
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8 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors at 6 institutions in 1 country.

Mélanie PagèsDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA.
Denisse RotemBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Gregory GydushBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Sarah ReedBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Justin RhoadesBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Gavin HaBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Christopher LoBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Mark FlehartyBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Madeleine DuranBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Robert JonesDepartment of Oncologic Pathology, Dana Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA.
Sarah BeckerDepartment of Oncologic Pathology, Dana Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA.
Michaela HallerDepartment of Oncologic Pathology, Dana Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA.
Claire E SinaiDepartment of Oncologic Pathology, Dana Farber/Brigham and Women's Cancer Center, Boston, Massachusetts, USA.
Liliana GoumnerovaDepartment of Neurosurgery, Boston Children's Hospital, Boston, Massachusetts, USA.
Todd R GolubDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA.
J Christopher LoveMassachusetts Institute of Technology, Cambridge, Massachusetts, USA.
Keith L LigonDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA.
Karen D WrightDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA.
Viktor A AdalsteinssonBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Rameen BeroukhimBroad Institute of Harvard and MIT, Cambridge, Massachusetts, USA.
Pratiti BandopadhayayDana-Farber/Boston Children's Cancer and Blood Disorders Center, Boston, Massachusetts, USA.
Broad Institute · USDana-Farber Brigham Cancer Center · USDana-Farber/Boston Children's Cancer and Blood Disorders Center · USDana-Farber Cancer Institute · USMassachusetts Institute of Technology · USBoston Children's Hospital · US

Funding

Genetic evolution of glioblastomas during radiation and temozolomide therapyR01CA188228 · NCI · DANA-FARBER CANCER INST · PI BEROUKHIM, RAMEEN, CHAKRAVARTI, ARNAB · 2015 to 2025
$6.9M
MYB family alterations in pediatric gliomasR01CA215489 · NCI · DANA-FARBER CANCER INST · PI BEROUKHIM, RAMEEN, LIGON, KEITH LLOYD · 2017 to 2021
$2.8M
Characterizing TP53 and PPM1D mutations as resistance drivers to radiation therapy in Diffuse Intrinsic Pontine GliomasR01CA219943 · NCI · BROAD INSTITUTE, INC. · PI BEROUKHIM, RAMEEN, LIGON, KEITH LLOYD · 2017 to 2021
$2.5M
Characterizing the resistance mechanisms to BET-bromodomain inhibition in MYC-amplified medulloblastomaR00CA201592 · NCI · DANA-FARBER CANCER INST · PI BANDOPADHAYAY, PRATITI · 2018 to 2020
$697k
NCI NIH HHS R00 CA201592NCI NIH HHS R01 CA188228NCI NIH HHS R01 CA215489NCI NIH HHS R01 CA219943
6 · The paper itself

Abstract

backgroundThe ability to identify genetic alterations in cancers is essential for precision medicine; however, surgical approaches to obtain brain tumor tissue are invasive. Profiling circulating tumor DNA (ctDNA) in liquid biopsies has emerged as a promising approach to avoid invasive procedures. Here, we systematically evaluated the feasibility of profiling pediatric brain tumors using ctDNA obtained from plasma, cerebrospinal fluid (CSF), and urine.

methodsWe prospectively collected 564 specimens (257 blood, 240 urine, and 67 CSF samples) from 258 patients across all histopathologies. We performed ultra-low-pass whole-genome sequencing (ULP-WGS) to assess copy number variations and estimate tumor fraction and developed a pediatric CNS tumor hybrid capture panel for deep sequencing of specific mutations and fusions.

resultsULP-WGS detected copy number alterations in 9/46 (20%) CSF, 3/230 (1.3%) plasma, and 0/153 urine samples. Sequencing detected alterations in 3/10 (30%) CSF, 2/74 (2.7%) plasma, and 0/2 urine samples. The only positive results were in high-grade tumors. However, most samples had insufficient somatic mutations (median 1, range 0-39) discoverable by the sequencing panel to provide sufficient power to detect tumor fractions of greater than 0.1%.

conclusionsChildren with brain tumors harbor very low levels of ctDNA in blood, CSF, and urine, with CSF having the most DNA detectable. Molecular profiling is feasible in a small subset of high-grade tumors. The level of clonal aberrations per genome is low in most of the tumors, posing a challenge for detection using whole-genome or even targeted sequencing methods. Substantial challenges therefore remain to genetically characterize pediatric brain tumors from liquid biopsies.

Indexed as

Brain NeoplasmsCell-Free Nucleic AcidsCirculating Tumor DNABiomarkers, TumorChildDNA Copy Number VariationsGenomicsHigh-Throughput Nucleotide SequencingHumansLiquid BiopsyMutationBiomarkers, TumorCell-Free Nucleic AcidsCirculating Tumor DNAcirculating tumor DNAhybrid capture sequencingliquid biopsypediatric brain tumorsULP-WGS

Identifiers

PMID34984433
PMCPMC9340641
OpenAlexW4206362309

What OpenQuestion holds

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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.