Evidence map›Paper›PMID 25760964›Full record

ArticlePloS one2015

A novel miRNA-based predictive model for biochemical failure following post-prostatectomy salvage radiation therapy.

Erica Hlavin Bell, Simon Kirste, Jessica L Fleming, Petra Stegmaier, Vanessa Drendel, Xiaokui Mo, Stella Ling, Denise Fabian, Isabel Manring, Cordula A Jilg and 8 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 3 pooled it
2.2field-weighted citation impact, top 12% 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

22 citing papers in PubMed, 3 syntheses or guidelines pooled it, 30 citations in OpenAlex.

  1. Pooled it
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  7. Differential gene expression analysis for osteosarcoma lung metastases.Cancer biomarkers : section A of Disease markers · 2022
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  8. MicroRNA: a novel implication for damage and protection against ionizing radiation.Environmental science and pollution research international · 2021
    Review
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  16. Training and validation of a novel 4-miRNA ratio model (MiCaP) for prediction of postoperative outcome in prostate cancer patients.Annals of oncology : official journal of the European Society for Medical Oncology · 2018
    Article
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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

18 authors at 3 institutions in 2 countries.

Erica Hlavin BellDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Simon KirsteDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America; Department of Radiation Oncology, University Medical Center Freiburg, Freiburg, Germany.
Jessica L FlemingDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Petra StegmaierDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America; Department of Radiation Oncology, University Medical Center Freiburg, Freiburg, Germany.
Vanessa DrendelDepartment of Pathology, University Medical Center Freiburg, Freiburg, Germany.
Xiaokui MoCenter for Biostatistics, The Ohio State University Wexner Medical Center, Columbus, Ohio, United States of America.
Stella LingDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Denise FabianDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Isabel ManringDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Cordula A JilgDepartment of Urology, University Medical Center Freiburg, Freiburg, Germany.
Wolfgang Schultze-SeemannDepartment of Urology, University Medical Center Freiburg, Freiburg, Germany.
Maureen McNultyDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Debra L ZyngerThe Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, Ohio, United States of America.
Douglas MartinDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Julia WhiteDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
Martin WernerDepartment of Pathology, University Medical Center Freiburg, Freiburg, Germany.
Anca L GrosuDepartment of Radiation Oncology, University Medical Center Freiburg, Freiburg, Germany.
Arnab ChakravartiDepartment of Radiation Oncology, Arthur G. James Hospital/ Ohio State Comprehensive Cancer Center, Columbus, Ohio, United States of America.
The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute · USUniversity Medical Center Freiburg · DEThe Ohio State University Wexner Medical Center · US

Funding

OSU as Network Lead Academic Participating Site for the NCI NCTNU10CA180850 · NCI · OHIO STATE UNIVERSITY · PI BLUM, KRISTIE A, CHAKRAVARTI, ARNAB · 2014 to 2018
$6.8M
Novel functions of Pyruvate kinase M2 in DNA double-strand break repairR01CA188500 · NCI · UNIV OF ARKANSAS FOR MED SCIS · PI CHAKRAVARTI, ARNAB, XIA, FEN · 2014 to 2019
$2.0M
NCI NIH HHS 1R01CA188500-01NCI NIH HHS 1U10CA180850-01NCI NIH HHS R01 CA188500NCI NIH HHS U10 CA180850
6 · The paper itself

Abstract

purposeTo develop a microRNA (miRNA)-based predictive model for prostate cancer patients of 1) time to biochemical recurrence after radical prostatectomy and 2) biochemical recurrence after salvage radiation therapy following documented biochemical disease progression post-radical prostatectomy.

methodsForty three patients who had undergone salvage radiation therapy following biochemical failure after radical prostatectomy with greater than 4 years of follow-up data were identified. Formalin-fixed, paraffin-embedded tissue blocks were collected for all patients and total RNA was isolated from 1mm cores enriched for tumor (>70%). Eight hundred miRNAs were analyzed simultaneously using the nCounter human miRNA v2 assay (NanoString Technologies; Seattle, WA). Univariate and multivariate Cox proportion hazards regression models as well as receiver operating characteristics were used to identify statistically significant miRNAs that were predictive of biochemical recurrence.

resultsEighty eight miRNAs were identified to be significantly (p<0.05) associated with biochemical failure post-prostatectomy by multivariate analysis and clustered into two groups that correlated with early (≤ 36 months) versus late recurrence (>36 months). Nine miRNAs were identified to be significantly (p<0.05) associated by multivariate analysis with biochemical failure after salvage radiation therapy. A new predictive model for biochemical recurrence after salvage radiation therapy was developed; this model consisted of miR-4516 and miR-601 together with, Gleason score, and lymph node status. The area under the ROC curve (AUC) was improved to 0.83 compared to that of 0.66 for Gleason score and lymph node status alone.

conclusionmiRNA signatures can distinguish patients who fail soon after radical prostatectomy versus late failures, giving insight into which patients may need adjuvant therapy. Notably, two novel miRNAs (miR-4516 and miR-601) were identified that significantly improve prediction of biochemical failure post-salvage radiation therapy compared to clinico-histopathological factors, supporting the use of miRNAs within clinically used predictive models. Both findings warrant further validation studies.

Indexed as

AgedArea Under CurveBiomarkers, TumorDisease ProgressionHumansMaleMicroRNAsMiddle AgedProstatectomyProstatic NeoplasmsROC CurveSalvage TherapyTreatment FailureBiomarkers, TumorMicroRNAs

Identifiers

PMID25760964
PMCPMC4356539
OpenAlexW2079041841

What OpenQuestion holds

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LicenceCC BY
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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.