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Record W4245808793 · doi:10.1002/cncr.11793

Author reply

2003· article· en· W4245808793 on OpenAlexaboutno aff
Funda Meric‐Bernstam, Kelly K. Hunt, Thomas A. Buchholz

Bibliographic record

VenueCancer · 2003
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBreast Cancer Treatment Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineQuadrantectomyRadiation therapyRandomized controlled trialClinical endpointConfidence intervalRelative riskClinical trialOncologyDistant metastasisInternal medicineSurgeryBreast cancerMastectomyMetastasisCancer

Abstract

fetched live from OpenAlex

We thank Dr. Evans for his interest in our report.1 Dr. Evans suggests that randomized prospective trials have shown definitively that development of ipsilateral breast tumor recurrence (IBTR) is a marker of risk for (and not a cause for) distant metastasis. We believe that, based on the results of existing trials, the question remains unanswered. Randomized trials have shown that radiotherapy significantly decreases IBTR after breast-conserving surgery;2-5 however, most of those studies were designed to evaluate the effect of radiation on the rate of IBTR as the primary endpoint and, thus, were not statistically powered to address the survival question. Although, in the Swedish trial, the decrease in IBTR did not translate into a decrease in distant metastases in the radiation therapy arm, in the Scottish trial, there was a trend toward fewer distant metastases in the irradiated group.4, 5 Furthermore, in the Ontario Clinical Oncology Group trial, a statistically significant increase in the relative risk for distant recurrence among patients who did not receive radiotherapy was observed (relative risk, 1.4; 95% confidence interval, 1.07–1.8; P = 0.01).3 However, the Ontario study also was not designed specifically to determine the effect of radiotherapy on distant metastases. Therefore, we cannot exclude the possibility that this result is biased due to the precipitation of screening for distant metastases by IBTRs. Finally, the Milan trial noted a poorer 10-year overall survival in patients with positive lymph nodes who were randomized to undergo quadrantectomy alone compared with quadrantectomy plus breast irradiation (34.1% vs. 19.3%, respectively; P = 0.038).6 The increase in deaths likely was due to the higher rate of locoregional recurrence in the group that did not receive radiation. Biologically, it would be difficult to argue that malignant cells in the primary tumor can metastasize and that malignant cells in the recurrent tumor cannot. Metastases arise from the spread of malignant cells from the primary tumor site and the formation of new tumors in distant sites. The metastatic process consists of series of steps that need to be completed successfully. First, the malignant cells at the primary site need to develop access to the circulation, either through the circulatory blood system or through the lymphatic system. Then, the malignant cells need to survive in the circulation. Next, the circulating cells need to arrest in a new organ and extravasate into the new tissue. Finally, the cells need to initiate growth in the new tissue and eventually establish vascularization to sustain the new tumor. Although the metastatic process overall is quite complex, none of the individual steps appear to be unique for primary tumors, and it appears that a locally recurrent tumor also should be vulnerable to these steps. We agree that IBTR, by definition, is local persistence of a tumor. In patients who have received radiation, it is possible to speculate that, through clonal selection, these tumor cells may have accumulated further genetic alterations conferring radiation-resistance. Many oncogenes that confer a survival advantage also facilitate one or more steps in the metastatic process. Although the theory that the host can defend against circulating cells until a certain primary tumor burden is reached is interesting, it may be argued that the tumor already has escaped host defense mechanisms by recurring. Further study is needed to define the molecular alterations in primary tumors and local recurrences. However, based on our current understanding of biologic principles, it is predictable that an IBTR would have a more aggressive phenotype with a metastatic advantage. Most studies to date have reported that IBTR after breast conservation is associated with an increased risk of distant metastases and poorer survival.7-11 Although it is very likely that patients at higher risk of systemic recurrence also are at risk for IBTR, the data are not sufficient to exclude the possibility that a portion of patients who initially are rendered free of distant disease subsequently develop an IBTR and develop a subsequent distant metastasis from the IBTR. The importance of negative surgical margins for local tumor control and survival has been documented repeatedly for several other tumor types, including sarcoma, pancreatic cancer, and rectal cancer.12-16 Because that is the case, we strongly believe that the ‘conservative’ strategy is to be aggressive about local control in breast cancer therapy. Funda Meric-Bernstam M.D.*, Kelly K. Hunt M.D.*, Thomas A. Buchholz M.D. , * Department of Surgical Oncology, University of Texas M. D. Anderson Cancer Center, Houston, Texas, Department of Radiation Oncology, University of Texas M. D. Anderson Cancer Center, Houston, Texas.

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 imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.078
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.027
Threshold uncertainty score0.090

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.078
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0030.003
Scholarly communication0.0050.006
Open science0.0030.004
Research integrity0.0240.042
Insufficient payload (model declined to judge)0.0270.019

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.

Opus teacher head0.017
GPT teacher head0.296
Teacher spread0.280 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreCommentary

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".

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Citations0
Published2003
Admission routes1
Has abstractyes

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