MétaCan
Menu
Back to cohort

Abstract P4-21-23: A retrospective evaluation of cardiovascular recovery and oncologic outcomes associated with interrupted and continuous adjuvant trastuzumab in the setting of mild left ventricular dysfunction

2017· article· en· W2594604923 on OpenAlexaff
Jd Gibson, RJR Yao, MK Davis, CE Simmons

Bibliographic record

VenueCancer Research · 2017
Typearticle
Languageen
FieldMedicine
TopicHER2/EGFR in Cancer Research
Canadian institutionsUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsTrastuzumabMedicineEjection fractionBreast cancerInternal medicineAsymptomaticOncologyCancerAdjuvant therapyCardiac function curveCardiologyMetastatic breast cancerSurgeryHeart failure

Abstract

fetched live from OpenAlex

Abstract Background: Trastuzumab is a monoclonal antibody that targets the HER2 receptor. In the adjuvant setting, 12 months of trastuzumab therapy has been shown to significantly reduce the risk of cancer recurrence. However, treatment with trastuzumab may also be associated with a decline in left ventricular (LV) function that, in most cases, will recover after trastuzumab therapy is stopped. When severe or symptomatic left ventricular dysfunction (LVD) occurs, trastuzumab is generally held with the intention of restoring cardiac function. It is less clear how to manage trastuzumab to optimize both cancer therapy and cardiovascular care when mild, asymptomatic drops in LV function are observed. The intention of this study was to assess how trastuzumab was managed immediately after the development of mild LVD in a non-trial setting and evaluate these outcomes. Methods: Patients who received adjuvant trastuzumab therapy for breast cancer between September 2005 and September 2010 in British Columbia were identified. Heart function imaging data for these patients were subsequently reviewed to identify those who experienced either a drop in LV ejection fraction (LVEF) to 40-49% or a greater than 15% drop in LVEF relative to their pre-chemotherapy baseline to a final LVEF ≥50%. The charts of patients who met these inclusion criteria were then reviewed for demographic information, comorbidities, trastuzumab dosing regime, subsequent cardiac events, and breast cancer outcomes. Results: A total of 171 patients were included in this study. 121 (70.8%) patients had an immediate hold in their trastuzumab therapy while the remaining 50 (29.2%) continued with their next scheduled dose. The number of patients who experienced a cancer relapse event in the therapy interruption and continuation groups were 21 (17.4%) and 5 (10.0%), respectively (P = 0.25). Cardiovascular events in the therapy interruption group included a subsequent drop in LVEF to <40% in 11 (9.1%) patients, long-term congestive heart failure (CHF) in 2 (1.7%) patients, and 1 (0.9%) death related to CHF. Cardiovascular events in the therapy continuation group included a subsequent drop in LVEF to <40% in 3 (6.0%) patients and long-term CHF in 1 (2.0%) patient. 24 (19.8%) patients in the therapy interruption group had a final LV function measurement that had fallen more than 10% below their baseline value while 12 (24.0%) patients in the therapy continuation group met this criterion (P=0.54). The mean numbers of adjuvant trastuzumab doses administered in the therapy interruption and continuation groups were 11.3 and 14.3, respectively. Finally, mean follow up times for the therapy interruption and continuation groups were 5.6 and 5.8 years, respectively. Conclusions: Continuing trastuzumab immediately after the development of mild LVD did not appear to be associated with an increased risk of long-term cardiovascular events. However, holding trastuzumab immediately after the development of mild LVD appeared to be associated with a 7.4% absolute risk increase in breast cancer recurrence. While these results are not statistically significant, they are concerning and warrant further investigation. Citation Format: Gibson JD, Yao RJR, Davis MK, Simmons CE. A retrospective evaluation of cardiovascular recovery and oncologic outcomes associated with interrupted and continuous adjuvant trastuzumab in the setting of mild left ventricular dysfunction [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P4-21-23.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.134
GPT teacher head0.437
Teacher spread0.303 · 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 designObservational
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".

Quick stats

Citations0
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueCancer ResearchSame topicHER2/EGFR in Cancer ResearchFrench-language works237,207