Evidence map›Paper›PMID 37070991›Full record

ArticleRadiology2023

A Prognostic Risk Score for Prostate Cancer Based on PSMA PET-derived Organ-specific Tumor Volumes.

Robert Seifert, Sazan Rasul, Konstantin E Seifert, Maria Eveslage, Laya Rahbar Nikoukar, Katharina Kessel, Michael Schäfers, Josef Yu, Alexander R Haug, Marcus Hacker and 5 more

Abstract read
In one paragraph

Article in Radiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing 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

26 citing papers in PubMed.

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  20. Correlation of [European journal of nuclear medicine and molecular imaging · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Robert SeifertFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0001-5985-7701
Sazan RasulFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0003-2898-3232
Konstantin E SeifertFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-9109-9004
Maria EveslageFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-8802-1134
Laya Rahbar NikoukarFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0003-3213-8568
Katharina KesselFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).
Michael SchäfersFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-4008-2755
Josef YuFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0003-1426-1538
Alexander R HaugFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-8308-6174
Marcus HackerFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-4222-4083
Martin BögemannFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-2569-4446
Lisa BodeiFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).
Michael J MorrisFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).
Michael S HofmanFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0001-8622-159X
Kambiz RahbarFrom the Departments of Nuclear Medicine (R.S., L.R.N., K.K., M.S., K.R.) and Urology (K.S., M.B.), University Hospital Münster, Albert-Schweitzer-Campus 1, D-48149 Münster, Germany; Department of Nuclear Medicine, University Hospital Essen, Essen, Germany (R.S.); German Cancer Consortium (DKTK), Essen, Germany (R.S.); West German Cancer Center, Essen and Münster, Germany (R.S., K.S., L.R.N., K.K., M.S., M.B., K.R.); Department of Nuclear Medicine, University Hospital Vienna, Vienna, Austria (S.R., J.Y., A.R.H., M.H.); Institute of Biostatistics and Clinical Research, University of Münster, Münster, Germany (M.E.); Christian Doppler Laboratory for Applied Metabolomics (CDL AM), Division of Nuclear Medicine, Medical University of Vienna, Vienna, Austria (A.R.H.); Department of Nuclear Medicine (L.B.) and Genitourinary Oncology Service (M.J.M.), Memorial Sloan Kettering Cancer Center, New York, NY; Molecular Imaging and Therapeutic Nuclear Medicine, Peter MacCallum Cancer Centre, Melbourne, Australia (M.S.H.); and Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia (M.S.H.).ORCID 0000-0002-4591-4055

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
NCI NIH HHS P30 CA008748
6 · The paper itself

Abstract

Background Prostate-specific membrane antigen (PSMA) PET has high specificity in localizing primary tumors and metastases in patients with prostate cancer, but the individual overall survival probability is still difficult to estimate. Purpose To develop a prognostic risk score using PSMA PET-derived organ-specific total tumor volumes for predicting overall survival in patients with prostate cancer. Materials and Methods Men with prostate cancer who underwent PSMA PET/CT from January 2014 to December 2018 were evaluated retrospectively. All patients from center A were split into training (80%) and internal validation (20%) cohorts. Randomly selected patients from center B were used for external validation. Organ-specific tumor volumes were automatically quantified from PSMA PET scans by a neural network. A prognostic score was selected using multivariable Cox regression guided by the Akaike information criterion (AIC). The final prognostic risk score fitted on the training set was applied to both validation cohorts. Results A total of 1348 men (mean age, 70 years ± 8 [SD]) were included, with 918 patients in the training cohort, 230 in the internal validation cohort, and 200 in the external validation cohort. The median follow-up time was 55.7 months (IQR, 46.7-65.1 months; >4 years; 429 deaths occurred). A body weight-adjusted prognostic risk score integrating total, bone, and visceral tumor volumes obtained high C index values in the internal (0.82) and external (0.74) validation cohorts, as well as in patients with castration-resistant (0.75) and hormone-sensitive (0.68) disease. The fit of the statistical model for the prognostic score was improved compared with a model containing total tumor volume only (AIC, 3324 vs 3351; likelihood ratio test,

Indexed as

Positron Emission Tomography Computed TomographyProstatic NeoplasmsAgedGallium RadioisotopesHumansMalePrognosisRetrospective StudiesRisk FactorsTumor BurdenGallium Radioisotopes

Identifiers

PMID37070991
PMCPMC10838189

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