Evidence map›Paper›PMID 39177583›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2025

Genomic and Epigenomic Analysis of Plasma Cell-Free DNA Identifies Stemness Features Associated with Worse Survival in Lethal Prostate Cancer.

Pradeep S Chauhan, Irfan Alahi, Savar Sinha, Elisa M Ledet, Ryan Mueller, Jessica Linford, Alexander L Shiang, Jace Webster, Lilli Greiner, Breanna Yang and 21 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
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

11 citing papers in PubMed.

  1. Evolution of AR and Non-AR Alterations in ctDNA of Patients with Metastatic Prostate Cancer Treated in the Phase III Alliance A031201 Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  2. Review
  3. Article
  4. AR and Beyond: ctDNA Maps Resistance Evolution in mCRPC.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Review
  10. Review
  11. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

31 authors.

Pradeep S ChauhanDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0003-4304-011X
Irfan AlahiDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0009-0008-4577-3548
Savar SinhaDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0003-0155-0883
Elisa M LedetTulane University School of Medicine, New Orleans, Louisiana.ORCID 0000-0003-1230-3255
Ryan MuellerDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0009-0009-7156-4990
Jessica LinfordDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0009-0007-3502-6891
Alexander L ShiangCedars-Sinai Medical Center, Los Angeles, California.ORCID 0000-0002-7957-5418
Jace WebsterDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0002-9396-5658
Lilli GreinerDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0009-0007-5531-2991
Breanna YangDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0009-0005-5981-9699
Gabris NiDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0009-0008-3901-6508
Ha X DangDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0002-9342-9249
Debanjan SahaDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0001-7483-7231
Ramandeep K BabbraWilmot Institute Cancer Center, University of Rochester Medical Center, Rochester, New York.ORCID 0000-0002-6244-5107
Wenjia FengDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0002-6320-3927
Peter K HarrisDivision of Cancer Biology, Department of Radiation Oncology, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0003-1557-1722
Faridi QaiumDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0009-0007-0640-5905
Dzifa Y DuoseDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-6763-9736
Sanchez E AlexanderDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-4074-6099
Alexander D SherryDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-5115-1691
Ellen B JaegerTulane University School of Medicine, New Orleans, Louisiana.ORCID 0009-0005-1386-614X
Patrick J MillerTulane University School of Medicine, New Orleans, Louisiana.ORCID 0009-0005-8493-850X
Sydney A CaputoTulane University School of Medicine, New Orleans, Louisiana.ORCID 0000-0001-7901-367X
Jacob J OrmeDivision of Oncology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-0319-0239
Fabrice LucienMayo Clinic Comprehensive Cancer Center, Rochester, Minnesota.ORCID 0000-0001-6149-345X
Sean S ParkDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0003-3814-853X
Chad TangDepartment of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-5915-1327
Russell K PachynskiDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0002-8966-7631
Oliver SartorDivision of Oncology, Department of Medicine, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0002-8777-7343
Christopher A MaherDivision of Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri.ORCID 0000-0002-9035-603X
Aadel A ChaudhuriDepartment of Radiation Oncology, Mayo Clinic, Rochester, Minnesota.ORCID 0000-0003-3115-3061

Funding

Novel ctDNA biomarker for androgen therapy in metastatic prostate cancerR01CA286127 · NCI · WASHINGTON UNIVERSITY · PI Aadel Chaudhuri, Christopher A Maher · 2024 to 2026
$1.8M
Targeted sequencing of cell-free DNA for monitoring of prostate cancer progressionF31CA265010 · NCI · WASHINGTON UNIVERSITY · PI WEBSTER, JACE · 2021 to 2023
$90k
National Cancer Institute (NCI) F31 CA265010-01NCI NIH HHS F31 CA265010NCI NIH HHS R01 CA286127Skandalaris Center for Interdisciplinary Innovation and EntrepreneurshipV Foundation for Cancer Research (VFCR)
6 · The paper itself

Abstract

purposeMetastatic castration-resistant prostate cancer (mCRPC) resistant to androgen receptor signaling inhibitors (ARSI) is often lethal. Liquid biopsy biomarkers for this deadly form of disease remain under investigation, and underpinning mechanisms remain ill-understood. EXPERIMENTAL

designWe applied targeted cell-free DNA (cfDNA) sequencing to 126 patients with mCRPC from three academic cancer centers and separately performed genome-wide cfDNA methylation sequencing on 43 plasma samples collected prior to the initiation of first-line ARSI treatment. To analyze the genome-wide sequencing data, we performed nucleosome positioning and differential methylated region analysis. We additionally analyzed single-cell and bulk RNA sequencing data from 14 and 80 patients with mCRPC, respectively, to develop and validate a stem-like signature, which we inferred from cfDNA.

resultsTargeted cfDNA sequencing detected AR/enhancer alterations prior to first-line ARSIs that correlated with significantly worse progression-free survival (P = 0.01; HR = 2.12) and overall survival (P = 0.02; HR = 2.48). Plasma methylome analysis revealed that AR/enhancer lethal mCRPC patients have significantly higher promoter-level hypomethylation than AR/enhancer wild-type mCRPC patients (P < 0.0001). Moreover, gene ontology and CytoTRACE analysis of nucleosomally more accessible transcription factors in cfDNA revealed enrichment for stemness-associated transcription factors in patients with lethal mCRPC. The resulting stemness signature was then validated in a completely held-out cohort of 80 patients with mCRPC profiled by tumor RNA sequencing.

conclusionsWe analyzed a total of 220 patients with mCRPC, validated the importance of cell-free AR/enhancer alterations as a prognostic biomarker in lethal mCRPC, and showed that the underlying mechanism for lethality involves reprogramming developmental states toward increased stemness. See related commentary by Nawfal et al., p. 7.

Indexed as

Biomarkers, TumorCell-Free Nucleic AcidsDNA MethylationEpigenomicsProstatic Neoplasms, Castration-ResistantAgedGenomicsHumansMaleMiddle AgedNeoplastic Stem CellsPrognosisReceptors, AndrogenBiomarkers, TumorCell-Free Nucleic AcidsReceptors, Androgen

Identifiers

PMID39177583
PMCPMC11743868

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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.