Comparison of Contrast-Enhanced Multiphase Renal Protocol CT Versus MRI for Diagnosis of Papillary Renal Cell Carcinoma
Bibliographic record
Abstract
OBJECTIVE: The objective of this study was to compare contrast-enhanced (CE) CT with MRI for the diagnosis of papillary renal cell carcinoma (pRCC). MATERIALS AND METHODS: Between 2006 and 2013, a total of 27 pRCCs were assessed using CECT or CE-MRI. A blinded radiologist placed ROIs that measured attenuation on unenhanced CT; corticomedullary and nephrographic phase CECT images, with an attenuation difference of 20 HU or more denoting enhancing lesions, 10-19 HU indicating indeterminate findings, and less than 10 HU denoting nonenhancing lesions. MRI enhancement ratios were calculated as follows: (signal intensity on gadolinium-enhanced image minus signal intensity) / (signal intensity on unenhanced image × 100) for phase 1 (acquired at 30 s), phase 2 (acquired at 70 s), and phase 3 (acquired at 180 s), where a difference of 15% or more denoted enhancement. Two additional blinded radiologists qualitatively assessed tumor margin, homogeneity, and calcification with the use of CT, and they also assessed enhancement with the use of subtraction MRI. A fourth radiologist established consensus. Twenty consecutive hemorrhagic/proteinaceous cysts served as a control group. Statistical analyses were performed using a chi-square test and multivariate regression. RESULTS: There was no statistically significant difference in patient age (p = 0.22), patient sex (p = 0.36), or tumor size (p = 0.29), when pRCCs were compared with hemorrhagic/proteinaceous cysts. On unenhanced CT, attenuation of pRCCs (mean ± SD, 35.7 ± 12.9 HU; range, 19-66 HU) was similar to that of hemorrhagic/proteinaceous cysts (mean, 38.9 ± 16.9; range, 8-71 HU) (p = 0.48). A total of 51.9% of pRCCs (14/27) had either absent or indeterminate enhancement on corticomedullary phase CECT images (mean attenuation difference, 23.2 ± 20.3 HU; range, 6-105 HU), and 14.8% of pRCCs (4/27) had indeterminate enhancement on nephrographic phase CECT images (mean attenuation difference, 36.4 ± 24.9; range, 10-128 HU). No pRCC was nonenhancing on nephrographic phase CECT. Qualitatively, pRCCs were more heterogeneous (80% vs 45%; p = 0.02; κ = 0.24), irregular (50% vs 5%; p < 0.001; κ = 0.21), and calcified (25% vs 0%; p = 0.004; κ = 0.67), with overlap existing between hemorrhagic/proteinaceous cysts. On CE-MRI, all pRCCs were quantitatively enhanced by phase 2 (95.4 ± 83.1; percentage change in signal intensity ratio, 16-450%) and qualitatively enhanced after consensus review. No hemorrhagic/proteinaceous cyst enhanced on MRI when quantitative or subjective analysis was performed. CONCLUSION: A small number of pRCCs have indeterminate enhancement when renal protocol CT is used. Heterogeneity, irregular margins, and calcification are suggestive diagnostic features; however, quantitative and qualitative CE-MRI can accurately differentiate hemorrhagic/proteinaceous cysts from pRCC.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".