Description
This dataset corresponds to 443 clear-cell and 37 papillary renal cell carcinoma (RCC) cohort of patients from the UK translational arm of the SORCE trial, a phase III randomized study evaluating adjuvant sorafenib versus placebo in renal cancer (ClinicalTrials.gov identifier: NCT00492258). This multi-center cohort encompasses intermediate- and high-risk RCC cases randomized to receive sorafenib adjuvant therapy (1 or 3 years) or placebo. The image collection comprises tumour samples from 480 patients enrolled in the trial’s UK tissue biobank as part of TRANSORCE. For each patient, a formalin-fixed, paraffin-embedded (FFPE) primary tumor section was used to generate a whole-slide haematoxylin and eosin (H&E) image, and lo-multiplex immunofluorescence (mIF) imaging was performed for 382 cases.
The mIF panel included p21^CDKN1a, MCM2, and CD105 (endoglin), together with Hoechst nuclear counterstaining. All H&E whole-slide images (WSIs) were acquired using a Zeiss Axio Scan.Z1 scanner at 40× magnification, and mIF images were acquired on the same platform at 20× magnification. Both image types are provided in CZI format. Automated image analysis was performed on all mIF slides using HALO® software. The principal derived metric for each tumour is the percentage of p21⁺/MCM2⁻ and CD105⁺/p21⁺/MCM2⁻ cells, representing the cell-cycle arrest fraction in tumor and endothelial cells. In total, the dataset includes 480 H&E WSIs and 382 multi-channel mIF WSIs. Also, the dataset includes two CSV files containing quantitative metrics (phenotypic proportions and average nuclear/cell parameters), along with a clinical metadata file providing de-identified patient information. The clinical dataset accompanying this cohort includes the following variables: treatment arm ( A: placebo, B: one year sorafenib, C: three year sorafenib), age at randomization, time from diagnosis to randomization, date of randomization, date of operation, gender, WHO performance status, histology at diagnosis, pathological T stage, regional lymph node status, tumor size, ISUP nuclear grade, presence of tumor necrosis, raw Leibovich score, Leibovich risk group, maximum tumor diameter, disease-free survival status (DFS 0/1) and date, and overall survival status (OS 0/1) and date. All data are released under a CC0 license, enabling unrestricted reuse by the research community.
The mIF panel included p21^CDKN1a, MCM2, and CD105 (endoglin), together with Hoechst nuclear counterstaining. All H&E whole-slide images (WSIs) were acquired using a Zeiss Axio Scan.Z1 scanner at 40× magnification, and mIF images were acquired on the same platform at 20× magnification. Both image types are provided in CZI format. Automated image analysis was performed on all mIF slides using HALO® software. The principal derived metric for each tumour is the percentage of p21⁺/MCM2⁻ and CD105⁺/p21⁺/MCM2⁻ cells, representing the cell-cycle arrest fraction in tumor and endothelial cells. In total, the dataset includes 480 H&E WSIs and 382 multi-channel mIF WSIs. Also, the dataset includes two CSV files containing quantitative metrics (phenotypic proportions and average nuclear/cell parameters), along with a clinical metadata file providing de-identified patient information. The clinical dataset accompanying this cohort includes the following variables: treatment arm ( A: placebo, B: one year sorafenib, C: three year sorafenib), age at randomization, time from diagnosis to randomization, date of randomization, date of operation, gender, WHO performance status, histology at diagnosis, pathological T stage, regional lymph node status, tumor size, ISUP nuclear grade, presence of tumor necrosis, raw Leibovich score, Leibovich risk group, maximum tumor diameter, disease-free survival status (DFS 0/1) and date, and overall survival status (OS 0/1) and date. All data are released under a CC0 license, enabling unrestricted reuse by the research community.
| Date made available | 2025 |
|---|---|
| Publisher | EMBL-EBI |
Projects
- 2 Finished
-
KATY: KATY: Knowledge At the Tip of Your fingers: Clinical Knowledge for Humanity
Harrison, D. (PI)
European Commission Joint Research Centre
1/01/21 → 31/12/24
Project: Standard
-
ICAIRD: I-CAIRD: Industrial Centre for AI Research in Digital Diagnostics
Harrison, D. (PI)
1/02/19 → 31/01/22
Project: Standard
Research output
- 1 Article
-
Multiplex immunofluorescence and histopathology dataset of cell‐cycle related proteins in renal cell carcinoma
Abdullah, H., Um, I., Stewart, G. D., Laird, A., Kirkwood, K., Jeong, C. W., Kwak, C., Moon, K. C., TranSORCE Team, Eisen, T., Frangou, E., Warren, A., Meade, A. & Harrison, D. J., 1 Feb 2026, In: Data. 11, 2, p. 1-10 10 p., 27.Research output: Contribution to journal › Article › peer-review
Open AccessFile