Determining the best warm ischemic time for patients undergoing partial nephrectomy for renal cancer
Bibliographic record
Abstract
The experimental animal study on warm ischemia time (WIT) by Sabbagh and colleagues presents provocative and intriguing results.1 The strength of this study is the use of histologic outcomes as an endpoint for WIT. Using unilateral laparoscopic or open renal artery clamping for various time durations in a porcine model, the authors suggested that no permanent renal histopathologic damage occurred with up to 60 minutes of WIT in the clamped kidney. In addition, they demonstrated that up to 3 hours of pneumoperitoneum caused no histopathologic changes in the non-clamped, contralateral kidney 14 days after surgery. Should we extrapolate these results to humans and be comfortable with WITs of up to 60 minutes in patients undergoing partial nephrectomy for renal cancer? Though the results of this study are attractive, they should be interpreted with caution for several reasons.2 Firstly, physiologic differences are noted between humans and animals, such as unique thrombinolysis kinetics in pigs, that could contribute to disparate WIT outcomes.3 Furthermore, although others have shown that there is little effect on early postoperative renal indicies with up to 90 minutes of WIT in pigs,3 studies examining the effects of WIT beyond 30 minutes in humans are conflicting.4 With regard to the reversible nature of the multifocal interstitial nephritis noted in all kidneys clamped for 5 to 60 minutes, the severity of nephritis was not quantified and the number of animals was low. Moreover, examination of renal tissue on postoperative day 14 may not reflect the true long-term histopathologic consequences of renal ischemia that may surface several months or years after surgery. Without quantitative and long term data, conclusions on whether clamping up to 60 minutes is safe based on early hisptopathology are limited. As pointed out by the authors, renal artery clamping was performed without partial nephrectomy such that the effects of partial nephrectomy on WIT histopathologic outcomes could not be determined.1 The trauma of partial nephrectomy, the worse preoperative renal function in renal cancer patients and the comorbid diseases that commonly coincide with renal cancers could also affect WIT outcomes in the non-experimental setting.5 Lastly, longer duration of renal artery clamping (60 minutes) may cause renal artery scaring and stenosis that may not surface for months and could potentially manifest as hypertensive nephropathy years later. Most of the unanswered questions regarding WIT are not easily controlled for in either experimental or clinical studies. Nonetheless, the results of this study are valuable and hypothesis-generating, but the translation to clinical practice will require human studies. Despite the lines of evidence promoting the safety of WITs beyond 30 minutes, logic dictates that renal artery clamp times should be minimized and balanced with safe tumour extirpation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".