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Abstract P2-02-01: Benefit of adjuvant bisphosphonates in early breast cancer treated with contemporary systemic therapy: A meta-analysis of randomized control trials

2023· article· en· W4322774253 on OpenAlexaff
Abhenil Mittal, Faris Tamimi, Consolacion Molto Valiente, Massimo Di Iorio, Eitan Amir

Bibliographic record

VenueCancer Research · 2023
Typearticle
Languageen
FieldMedicine
TopicBone health and treatments
Canadian institutionsPrincess Margaret Cancer CentreUniversity of Toronto
Fundersnot available
KeywordsMedicineBreast cancerInternal medicineOncologyAnthracyclineRandomized controlled trialHazard ratioProportional hazards modelMeta-analysisCancerAdjuvantConfidence interval

Abstract

fetched live from OpenAlex

Abstract Introduction: Based on trials performed over a 25-year period, the Early Breast Cancer Trialists Collaborative Group (EBCTCG) identified a small but significant benefit of adjuvant bisphosphonates (BP) in reducing bone recurrence with a subsequent modest improvement in breast cancer-specific survival in post-menopausal women. Multiple studies show that contemporary event rates in early-stage breast cancer are much lower than those observed over a decade ago. This observation likely reflects the impact of modern adjuvant systemic therapy such as anthracycline and taxane chemotherapy and aromatase inhibitors. Therefore, re-evaluating the benefit of adjuvant bisphosphonate in the modern era is warranted. Methods: We reviewed reports of randomized trials of adjuvant BP that accrued patients exclusively beyond 2000 and extracted 5-year disease free survival (DFS) and overall survival (OS) in BP and control group arm along with hazard ratios (HR) when reported. The mean 5-year DFS and OS weighted by study sample size was calculated for each group. HR for DFS and OS were pooled in a meta-analysis using generic inverse variance and random effects modelling. Trial level absolute differences in DFS and OS between BP and control arms were calculated. Meta-regression comprising linear regression weighted by sample size (mixed effects) was then performed to explore association between disease and treatment related factors and absolute differences in benefit from BP. Quantitative significance was explored using methods described by Burnand et al. Analyses were performed using SPSS version 28 (IBM Corp, Armonk NY) and Review manager v5.4. Results: Twelve trials comprising 24109 patients were included in the analysis. Weighted mean DFS and OS in patients receiving BP were 85.8% and 91.7% respectively. For control group patients, these estimates respectively were 83.4% and 91.0%. For DFS, pooled HR across trials was 0.89 (0.81-0.97) with a 2.9% weighted mean difference favoring BP over control. Among patients receiving anthracycline and taxane based chemotherapy (n=3007), relative benefits were smaller; (HR DFS 0.94, 0.85-1.05). There was no significant OS benefit with BP (HR 0.92, 0.82-1.03) and this finding was observed irrespective of type of chemotherapy. The impact of BP on OS was smaller in both relative and absolute terms in studies with recruitment occurring more recently. Meta-regression results are shown in Table. There was lesser benefit in higher risk patients (node+, larger tumor size, ER-, grade 3 or those receiving chemotherapy). Overall, 1.13% patients experienced osteonecrosis related to BP therapy. Conclusions: Compared to EBCTCG data, relative and absolute benefit from BP is similar or modestly lower among more recent trials. Benefit from adjuvant BP appears smaller in patients treated with more contemporary adjuvant systemic therapy especially anthracycline and taxane containing chemotherapy. It is uncertain if the impact of BP on OS (rather than breast-cancer specific survival) is of a clinically meaningful magnitude. Despite de-escalated dosing compared to metastatic disease, osteonecrosis was observed in >1% of patients. It is possible that the benefits of BP are driven by patients with clinically low-risk disease rather than those with at high-risk. The balance between benefits and risks of adjuvant BP should be considered in individual patients. Table 1: Metaregression Results Citation Format: Abhenil Mittal, Faris Tamimi, Consolacion Molto Valiente, Massimo Di Iorio, Eitan Amir. Benefit of adjuvant bisphosphonates in early breast cancer treated with contemporary systemic therapy: A meta-analysis of randomized control trials [abstract]. In: Proceedings of the 2022 San Antonio Breast Cancer Symposium; 2022 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2023;83(5 Suppl):Abstract nr P2-02-01.

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)0.035
metaresearch head score (Gemma)0.057
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.035
Threshold uncertainty score0.186

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0350.057
Meta-epidemiology (narrow)0.0040.001
Meta-epidemiology (broad)0.0190.065
Bibliometrics0.0060.006
Science and technology studies0.0000.001
Scholarly communication0.0050.002
Open science0.0020.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0050.000

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.

Opus teacher head0.230
GPT teacher head0.451
Teacher spread0.221 · 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 designMeta-analysis
Domainnot available
GenreEmpirical

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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Citations1
Published2023
Admission routes1
Has abstractyes

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