Evidence map›Paper›PMID 31519981›Full record

ArticleScientific reports2019

Validation of the GRade, Age, Nodes and Tumor (GRANT) score within the Surveillance Epidemiology and End Results (SEER) database: A new tool to predict survival in surgically treated renal cell carcinoma patients.

Sebastiano Buti, Pierre I Karakiewicz, Melissa Bersanelli, Umberto Capitanio, Zhe Tian, Alessio Cortellini, Satoru Taguchi, Alberto Briganti, Francesco Montorsi, Francesco Leonardi and 1 more

Erratum issuedOpen access · goldAbstract readValidation Study
In one paragraph

Article in Scientific reports, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
2.8field-weighted citation impact, top 9% 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

13 citing papers in PubMed, 27 citations in OpenAlex.

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  3. Survival improvement over time in renal cell carcinoma treated with nephrectomy: A longitudinal propensity score-matched study.International journal of urology : official journal of the Japanese Urological Association · 2025
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  6. GRade, Age, Nodes, and Tumor (GRANT) compared with Leibovich score to predict survival in localized renal cell carcinoma: A nationwide study.International journal of urology : official journal of the Japanese Urological Association · 2022
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors at 5 institutions in 3 countries.

Sebastiano ButiMedical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy.ORCID http://orcid.org/0000-0003-0876-0226
Pierre I KarakiewiczCentre de recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM) and Institut du cancer de Montréal, Montréal, Québec, Canada.
Melissa BersanelliMedical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy. bersamel@libero.it.ORCID http://orcid.org/0000-0002-6527-6281
Umberto CapitanioDivision of Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy.ORCID http://orcid.org/0000-0001-9225-1795
Zhe TianCentre de recherche du Centre Hospitalier de l'Université de Montréal (CR-CHUM) and Institut du cancer de Montréal, Montréal, Québec, Canada.
Alessio CortelliniDepartment of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy.
Satoru TaguchiDepartment of Urology, Kyorin University Faculty of Medicine, Tokyo, Japan.
Alberto BrigantiDivision of Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy.
Francesco MontorsiDivision of Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy.
Francesco LeonardiMedical Oncology Unit, University Hospital of Parma, Via Gramsci 14, 43126, Parma, Italy.
Marco BandiniDivision of Oncology/Unit of Urology, URI, IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy.ORCID http://orcid.org/0000-0002-1462-1698
Vita-Salute San Raffaele University · ITUniversity of Parma · ITCentre Hospitalier de l’Université de Montréal · CAKyorin University · JPUniversity of L'Aquila · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The purpose of the present study was to validate the new GRade, Age, Nodes and Tumor (GRANT) score for renal cell carcinoma (RCC) prognostication within a large population of patients. Within the Surveillance, Epidemiology, and End Results database, we identified patients with either clear-cell or papillary RCC, who underwent nephrectomy between 2001 and 2015. Harrell's C-Index, calibration plot and decision curve analysis were used to validate the GRANT model using a five-risk group stratification (0 vs. 1 vs. 2 vs. 3 vs. 4 risk factors). The primary endpoint was overall survival (OS) at 60 months. The analyses were repeated according to the histologic subgroup. The overall population included 73217 cases; 60900 with clear-cell RCC and 12317 with papillary histology, respectively. According to a five-risk group stratification, 23985 patients (32.8%) had no risk factor (0), 35019 (47.8%) had only one risk factor (1), 13275 (18.1%) had risk score 2854 (1.2%) had 3 risk factors and 84 (0.1%) of cases had a GRANT score of 4, respectively. At 60 months, OS rates as determined by the GRANT score were respectively 94% (score 0) vs. 86% (score 1) vs. 76% (score 2) vs. 46% (score 3) vs. 16% (score 4). In both histologic subtypes, the GRANT score yielded good calibration and high net benefit. OS C-Index values were 0.677 and 0.650 for clear-cell and papillary RCC at 60 months after surgery, respectively. In conclusion, the GRANT score was validated with a five-risk group stratification in a huge population from the SEER database, offering a further demonstration of its reliability for prognostication in RCC.

Indexed as

AgedCarcinoma, Renal CellFemaleHumansKidney NeoplasmsMaleMiddle AgedModels, StatisticalNeoplasm GradingNephrectomyReproducibility of ResultsRisk FactorsSEER ProgramSurvival Rate

Identifiers

PMID31519981
PMCPMC6744465
OpenAlexW2973030304

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.