Chemotherapy-induced Liver Injury in Metastatic Colorectal Cancer: Semiquantitative Histologic Analysis of 334 Resected Liver Specimens Shows That Vascular Injury but not Steatohepatitis Is Associated With Preoperative Chemotherapy
Bibliographic record
Abstract
The use of newer chemotherapeutic agents before resection of colorectal cancer liver metastases has been linked with parenchymal liver injury, in particular preoperative irinotecan and oxaliplatin with chemotherapy-associated steatohepatitis (CASH) and vascular parenchymal injury, respectively. We retrospectively assessed 334 cases from 2002 to 2007 and correlated pathologic findings with chemotherapy use and perioperative course. Features of fatty liver disease were graded according to established schemes, and several features of vascular injury, including sinusoidal dilation, nodular regenerative hyperplasia and parenchymal extinction lesions (PELs), were also scored semiquantitatively and a combined vascular injury (CVI) score was determined. Moderate and severe fatty injury was uncommon with steatohepatitis detected in 8 cases (2.4%), 7 of whom did not receive chemotherapy. Multivariate analysis showed steatosis greater than 33% and steatohepatitis were independently associated with Body Mass Index of 30 or more (P<0.001) but not chemotherapy. Vascular injuries were detected in 117 cases, were significantly associated with oxaliplatin, and the combined assessment of vascular features (a CVI score of 3 or more) was more strongly associated with oxaliplatin (P=0.0004) than any one feature in isolation. Perioperative outcome was not associated with parenchymal injury or preoperative chemotherapy. We conclude that although CASH is uncommon in this population vascular injury is frequently seen in resection specimens, but pathologic examination limited to sinusoidal dilation misses the majority of these. Semiquantitative measurement enables reproducible assessment of vascular injuries, allows comparison between studies, and may help inform future treatment decisions in patients with limited hepatic reserve.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".