Evidence map›Paper›PMID 42487496›Full record

ArticleInternational journal of urology : official journal of the Japanese Urological Association2026

External Validation of Prognostic Models for Nonmetastatic Clear Cell Renal Cell Carcinoma in a Japanese Cohort: Evaluation of Predictive Performance.

Yoshinori Nakano, Shunsuke Miyamoto, Keisuke Goto, Kazuma Yukihiro, Shinsaku Tasaka, Naofumi Nomura, Mai Okazaki, Hiroyuki Shikuma, Tomoya Hatayama, Kyosuke Iwane and 10 more

Abstract readValidation Study
In one paragraph

Article in International journal of urology : official journal of the Japanese Urological Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

20 authors.

Yoshinori NakanoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0002-3026-976X
Shunsuke MiyamotoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0001-8397-115X
Keisuke GotoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Kazuma YukihiroDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Shinsaku TasakaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Naofumi NomuraDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Mai OkazakiDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Hiroyuki ShikumaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0003-4981-0074
Tomoya HatayamaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0002-1953-3240
Kyosuke IwaneDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Ryo TasakaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Yuki KohadaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Kenshiro TakemotoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0002-9077-4733
Miki NaitoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0003-3485-0751
Kohei KobatakeDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0003-2098-3916
Yohei SekinoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0003-1525-5463
Hiroyuki KitanoDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0003-2223-2403
Akihiro GorikiDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Keisuke HiedaDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.
Nobuyuki HinataDepartment of Urology, Graduate School of Biomedical and Health Sciences, Hiroshima University, Hiroshima, Japan.ORCID https://orcid.org/0000-0001-7014-6812

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo characterize contemporary postoperative outcomes and risk stratification in a large Japanese real-world cohort of patients with clinically nonmetastatic clear cell renal cell carcinoma (ccRCC), and to externally validate commonly used prognostic models.

methodsWe retrospectively analyzed 1677 Japanese patients with clinically nonmetastatic ccRCC who underwent radical or partial nephrectomy between 2010 and 2025. Disease-free survival (DFS) and overall survival (OS) were evaluated. The Leibovich score, SSIGN score, AUA risk groups, and GRANT score were externally validated. Model discrimination was assessed using Harrell's C-index.

resultsDuring a median follow-up of 36 months, 160 patients (9.5%) experienced recurrence and 115 (6.9%) died, including 28 renal cancer-specific deaths. The 3-, 5-, and 10-year DFS rates were 91.2%, 87.6%, and 75.9%, respectively; corresponding OS rates were 95.0%, 91.1%, and 80.9%. Pathological T stage, WHO/ISUP grade, and lymphovascular invasion (LVI) were independently associated with DFS, whereas age, ASA physical status, and LVI were independently associated with OS. All four models significantly stratified DFS and OS. For DFS, the Leibovich score showed favorable discrimination, with a C-index of 0.785 as a continuous score and 0.769 as a risk-group model. In a post hoc exploratory analysis, adding LVI to the Leibovich score slightly increased the C-index for DFS, but the improvement was not statistically significant.

conclusionsEstablished prognostic models consistently stratified recurrence risk in Japanese patients with clinically nonmetastatic ccRCC. The Leibovich score may serve as a useful reference for postoperative risk assessment, whereas the added value of LVI requires further validation.

Indexed as

Carcinoma, Renal CellKidney NeoplasmsNeoplasm Recurrence, LocalAdultAgedDisease-Free SurvivalEast Asian PeopleFemaleHumansJapanMaleMiddle AgedNeoplasm StagingNephrectomyPrognosisRetrospective Studiesclear cell renal cell carcinomaexternal validationJapanese cohortlymphovascular invasionprognostic model

Identifiers

PMID42487496
PMCPMC13392575

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.