Evidence map›Paper›PMID 37014860›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Detection of rare mutations, copy number alterations, and methylation in the same template DNA molecules.

Yuxuan Wang, Christopher Douville, Joshua D Cohen, Austin Mattox, Sam Curtis, Natalie Silliman, Maria Popoli, Janine Ptak, Lisa Dobbyn, Nadine Nehme and 11 more

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
8.9field-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

31 citing papers in PubMed, 37 citations in OpenAlex.

  1. Article
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  4. Article
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  7. Clinical utility impact of DNA-based cytology using droplet digital methylation-specific PCR in gastric cancer.Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association · 2026
    Article
  8. Review
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  13. De novo rates of aProceedings of the National Academy of Sciences of the United States of America · 2025
    Article
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  15. 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

21 authors at 4 institutions in 5 countries.

Yuxuan WangLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Christopher DouvilleLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Joshua D CohenLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.ORCID 0000-0003-1158-5668
Austin MattoxLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Sam CurtisLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Natalie SillimanLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Maria PopoliLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Janine PtakLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Lisa DobbynLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Nadine NehmeLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Jonathan C DudleyLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Mahmoud SummersLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Ming ZhangLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Lan T Ho-PhamBioMedical Research Center, Pham Ngoc Thach University of Medicine, Ho Chi Minh City 72510, Vietnam.
Bich N H TranClinical Genetics Research Group, Saigon Precision Medicine Research Center, Ho Chi Minh City 72512, Vietnam.
Thach S TranClinical Genetics Research Group, Saigon Precision Medicine Research Center, Ho Chi Minh City 72512, Vietnam.
Tuan V NguyenClinical Genetics Research Group, Saigon Precision Medicine Research Center, Ho Chi Minh City 72512, Vietnam.
Chetan BettegowdaLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Nickolas PapadopoulosLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Kenneth W KinzlerLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Bert VogelsteinLudwig Center for Cancer Genetics and Therapeutics, Johns Hopkins University School of Medicine, Baltimore, MD 21287.
Johns Hopkins University · USUniversity of Technology Sydney · AUPham Ngoc Thach University of Medicine · VNPrecision for Medicine (United States) · US

Funding

Translational Research Central ServicesP30CA006973 · NCI · JOHNS HOPKINS UNIVERSITY · PI WILLIAM George NELSON · 1985 to 2026
$208.6M
Tumor Antigens for Individual Signatures and TherapyP50CA062924 · NCI · JOHNS HOPKINS UNIVERSITY · PI JAFFEE, ELIZABETH M. · 1993 to 2022
$54.6M
Medical Scientist Training ProgramT32GM136577 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI ANDREA L COX · 2020 to 2026
$13.4M
ONCOLOGY: CHEMOTHERAPY, IMMUNOLOGY, BIOLOGYT32CA009071 · NCI · JOHNS HOPKINS UNIVERSITY · PI Mary Y Armanios, Nilofer S. Azad · 1985 to 2026
$12.8M
Multi-analyte Approach for Earlier Detection of Cancers in Non Plasma BiofluidsU01CA230691 · NCI · JOHNS HOPKINS UNIVERSITY · PI Nishant Agrawal, CHETAN BETTEGOWDA · 2018 to 2026
$6.7M
Pharmacology and Molecular Sciences Training Program: Enhancing Inclusivity Through Universal Design for Learning in Graduate CoursesT32GM135083 · NIGMS · JOHNS HOPKINS UNIVERSITY · PI Caren L. Freel Meyers · 2020 to 2026
$3.3M
Development of in vitro diagnostic multivariate index assay using liquid-based cervical cytology specimen and/or serum/plasma biomarkers for the detection of early stage or low-volume ovarian cancerU01CA200469 · NCI · JOHNS HOPKINS UNIVERSITY · PI SHIH, IE-MING, ZHANG, ZHEN · 2016 to 2021
$2.9M
Interrogating malignant gliomas using released tumor DNA in cerebrospinal fluidR37CA230400 · NCI · JOHNS HOPKINS UNIVERSITY · PI BETTEGOWDA, CHETAN · 2018 to 2024
$2.6M
MRgFUS-enabled non-invasive interrogation of malignant glioma via circulating tumor DNAR21NS113016 · NINDS · JOHNS HOPKINS UNIVERSITY · PI BETTEGOWDA, CHETAN, WOODWORTH, GRAEME F · 2019 to 2019
$454k
Cell-free DNA-Based Analysis for Diagnosis, Monitoring and Optimization of Therapy for Patients with Primary Central Nervous System LymphomasR21TR004059 · NCATS · JOHNS HOPKINS UNIVERSITY · PI BETTEGOWDA, CHETAN, HOLDHOFF, MATTHIAS · 2022 to 2023
$450k
NCATS NIH HHS R21 TR004059NCI NIH HHS P30 CA006973NCI NIH HHS P50 CA062924NCI NIH HHS R37 CA230400NCI NIH HHS T32 CA009071NCI NIH HHS U01 CA200469NCI NIH HHS U01 CA230691NIGMS NIH HHS T32 GM135083NIGMS NIH HHS T32 GM136577NINDS NIH HHS R21 NS113016
6 · The paper itself

Abstract

The analysis of cell-free DNA (cfDNA) from plasma offers great promise for the earlier detection of cancer. At present, changes in DNA sequence, methylation, or copy number are the most sensitive ways to detect the presence of cancer. To further increase the sensitivity of such assays with limited amounts of sample, it would be useful to be able to evaluate the same template molecules for all these changes. Here, we report an approach, called MethylSaferSeqS, that achieves this goal, and can be applied to any standard library preparation method suitable for massively parallel sequencing. The innovative step was to copy both strands of each DNA-barcoded molecule with a primer that allows the subsequent separation of the original strands (retaining their 5-methylcytosine residues) from the copied strands (in which the 5-methylcytosine residues are replaced with unmodified cytosine residues). The epigenetic and genetic alterations present in the DNA molecules can then be obtained from the original and copied strands, respectively. We applied this approach to plasma from 265 individuals, including 198 with cancers of the pancreas, ovary, lung, and colon, and found the expected patterns of mutations, copy number alterations, and methylation. Furthermore, we could determine which original template DNA molecules were methylated and/or mutated. MethylSaferSeqS should be useful for addressing a variety of questions relating genetics and epigenetics.

Indexed as

DNA Copy Number VariationsNeoplasms5-MethylcytosineDNADNA MethylationFemaleHumansMethylationMutation5-MethylcytosineDNAbiomarkercfDNAcopy number alterationmethylationmutation

Identifiers

PMID37014860
PMCPMC10104560
OpenAlexW4362523916

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.