ArticleEuropean urology2017
Application of the Stage, Size, Grade, and Necrosis (SSIGN) Score for Clear Cell Renal Cell Carcinoma in Contemporary Patients.
Article in European urology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 71 papers, 2 of them syntheses that pooled it.
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Who cites it
71 citing papers in PubMed, 2 syntheses or guidelines pooled it, 125 citations in OpenAlex.
- Development of a prognostic risk model for clear cell renal cell carcinoma by systematic evaluation of DNA methylation markers.Clinical epigenetics · 2021Pooled it
- Recurrence in Localized Renal Cell Carcinoma: a Systematic Review of Contemporary Data.Current urology reports · 2017Pooled it
- Development and Validation of a Nomogram to Predict Cancer-Specific Survival in Elderly Patients With Papillary Renal Cell Carcinoma.Frontiers in public health · 2022Trial
- Develop and validate nomogram to predict cancer-specific survival for patients with testicular yolk sac tumors.Frontiers in public health · 2022Trial
- A Web-Based Prediction Model for Cancer-Specific Survival of Elderly Patients With Clear Cell Renal Cell Carcinoma: A Population-Based Study.Frontiers in public health · 2021Trial
- Intratumoral habitat imaging for progression-free survival prediction of patients with high-risk, non-metastatic clear cell renal cell carcinoma.Abdominal radiology (New York) · 2026Article
- Predictive model for clear cell renal cell carcinoma: a novel model integrating sunitinib resistance and prognosis related genes and clinical factors.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- Article
- A Pathology-Based Model for Postoperative Recurrence or Metastasis Prediction and Adjuvant Immunotherapy Implications of Clear-Cell Renal Cell Carcinoma: A Multicenter, Retrospective Study.Annals of surgical oncology · 2026Article
- Review
- Article
- Navigating Recurrence in Clear Cell Renal Cell Carcinoma after Adjuvant Immunotherapy.Journal of kidney cancer and VHL · 2026Review
- Node-RADS category on preoperative CT predicts prognosis in patients with papillary renal cell carcinoma.European radiology · 2025Article
- Development of a prognostic risk model for clear cell renal cell carcinoma by systematic evaluation of DNA methylation markers: an update after ISUP/WHO 2022 classification.The journal of pathology. Clinical research · 2025Article
- A prognostic microRNA-based signature for localized clear cell renal cell carcinoma: the Bio-miR study.British journal of cancer · 2025Article
- Non-coding transcriptome profiles in clear-cell renal cell carcinoma.Nature reviews. Urology · 2025Review
- In Pursuit of KI-RADS: Toward a Single, Evidence-based Imaging Classification of Renal Masses.Radiology · 2025Review
- Development and validation of nomograms and integrated software incorporating preoperative C-reactive protein level for prognostic prediction of nonmetastatic clear cell renal cell carcinoma: Results from the International Marker Consortium for Renal Cancer (INMARC) Registry.World journal of urology · 2025Article
- Subregion-based radiomics analysis for predicting the histological grade of clear cell renal cell carcinoma.Frontiers in oncology · 2025Article
- Radiomics predicts the prognosis of patients with clear cell renal cell carcinoma by reflecting the tumor heterogeneity and microenvironment.Cancer imaging : the official publication of the International Cancer Imaging Society · 2024Article
11 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe tumor stage, size, grade, and necrosis (SSIGN) score was originally defined using patients treated with radical nephrectomy (RN) between 1970 and 1998 for clear cell renal cell carcinoma (ccRCC), excluding patients treated with partial nephrectomy (PN).
objectiveTo characterize the original SSIGN score cohort with longer follow-up and evaluate a contemporary series of patients treated with RN and PN. DESIGN, SETTING, AND
participantsRetrospective single-institution review of 3600 consecutive surgically treated ccRCC patients grouped into three cohorts: original RN, contemporary (1999-2010) RN, and contemporary PN.
interventionRN or PN. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The association of the SSIGN score with risk of death from RCC was assessed using a Cox proportional hazards regression model, and predictive ability was summarized with a C-index. RESULTS AND LIMITATIONS: The SSIGN scores differed significantly between the original RN, contemporary RN, and contemporary PN cohorts (p<0.001), with SSIGN ≥4 in 53.5%, 62.7%, and 4.7%, respectively (p<0.001). The median durations of follow-up for these groups were 20.1, 9.2, and 7.6 yr, respectively. Each increase in the SSIGN score was predictive of death from RCC (hazard ratios [HRs]: 1.41 for original RN, 1.37 for contemporary RN, and 1.70 for contemporary PN; all p<0.001). The C-indexes for these models were 0.82, 0.84, and 0.82 for original RN, contemporary RN, and contemporary PN, respectively. After accounting for an era-specific improvement in survival among RN patients (HR: 0.53 for contemporary vs original RN; p<0.001), the SSIGN score remained predictive of death from RCC (HR: 1.40; p<0.001).
conclusionsThe SSIGN score remains a useful prediction tool for patients undergoing RN with 20-yr follow-up. When applied to contemporary RN and PN patients, the score retained strong predictive ability. These results should assist in patient counseling and help guide surveillance for ccRCC patients treated with RN or PN. PATIENT SUMMARY: We evaluated the validity of a previously described tool to predict survival following surgery in contemporary patients with kidney cancer. We found that this tool remains valid even when extended to patients significantly different than were initially used to create the tool.
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