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Abstract PS13-29: Four cycles of docetaxel-cyclophosphamide versus anthracycline-taxane adjuvant chemotherapy in node negative, HER2-negative breast cancer: A real-world comparison

2021· article· en· W3131021926 on OpenAlexaffabout
Malek B. Hannouf, Atul Batra, Sasha Lupichuka

Bibliographic record

VenueCancer Research · 2021
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBreast Cancer Treatment Studies
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsTaxaneMedicineDocetaxelRegimenOncologyInternal medicineAnthracyclineBreast cancerCyclophosphamideChemotherapyCancer

Abstract

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Abstract Background: It is unknown whether four cycles of docetaxel-cyclophosphamide (DC) is an appropriate adjuvant chemotherapy option in patients with lymph node negative (LNN) and human epidermal growth factor receptor-2 (HER2) negative breast cancer in place of widely adopted anthracycline-taxane (AT) regimens. In the Canadian province of Alberta, four cycles of DC has been used preferably in the last decade as a standard adjuvant chemotherapy regimen in LNN, HER2-negative disease. We aimed to retrospectively compare the survival outcomes of patients diagnosed with LNN, HER2-negative breast cancer in Alberta who were treated with four cycles of DC as compared to those treated with an AT regimens. Methods: We identified all patients who were diagnosed with LNN, HER2-negative breast cancer treated with adjuvant chemotherapy following surgical resection in Alberta from 2008 through 2012. We used propensity score methods to match each patient treated with an AT regimen to up to 4 patients treated with four cycles of DC on all known/potential clinicopathologic and treatment variables (Table).We compared the 10-year invasive disease free survival (iDFS), breast cancer specific-survival (BCSS) and overall survival (OS) between the two patient groups and assessed effect of type of adjuvant chemotherapy on iDFS, BCSS and OS using Cox regression analyses.Results: Of the 726 eligible patients, 657 (90.5%) were treated with four cycles of DC and 69 (9.5%) were treated with an AT regimen. Prior to matching, women who received four cycles of DC compared to those treated with an AT regimen, were more likely to be older, have higher Charlson co-morbidity score and mastectomy for definitive surgery, and in terms of disease: earlier stage, lower grade, and HR-positive status. Matching created a group of 202 women treated with four cycles of DC and eliminated differences in clinicopathologic and treatment features between the two patient groups (Table). Four cycles of DC compared to an AT regimen was not associated with reduced iDFS (HR = 0.91, 95% CI = 0.52 to 1.6, P = 0.75), BCSS (HR = 1.10, 95% CI = 0.51 to 2.37, P = 0.8), or OS (HR = 1.01, 95% CI = 0.48 to 2.17, P = 0.96).Conclusion: In this real-life comparison, four cycles of DC as compared with an AT regimen, yielded similar survival outcomes amongst patients with LNN, HER2-negative breast cancer. Table Baseline patient and tumour characteristics of 726 patients diagnosed with LNN, HER2-negative breast cancer by type of adjuvant chemotherapy. CharacteristicAT (n=69)DC (n=657)p value*Matched DC (n=202)†p value‡Age (years) Median465347 Mean (SD; range)45.8 (9.7; 25 - 69)52.6 (9.8; 23 - 78)<0.000146 (9.4; 23 - 69)0.8BMI Median25.327.526 Mean (SD; range)27.1 (6.7;17.5 - 62)28.5 (6.6;15.6 - 64)0.127.1 (5.8;17.3- 49.4)0.9Year of diagnosis [n (%)] 2007 - 200811 (15.9%)78 (11.9%)0.2426 (13%)0.8 2009 - 201022 (31.9%)275 (41.9%)68 (33.5%) 2011 - 201236 (52.2%)304 (46.3%)108 (53%)Charlson co-morbidity score [n (%)] Mean (SD, range)0.04 (0.26; 0 - 2)0.33 (0.67; 0 - 4)<0.00010.04 (0.27; 0-2)0.9 Score > 0 - no. of patients (%)2 (2.9%)151(23%)0.00057 (3.4%)0.8 067 (97.1%)506 (77%)195 (96.6%) 11 (1.45%)97 (14.8%)4 (2%) 21 (1.45%)44 (6.7%)3 (1.4%) 309 (1.4%) 401 (0.15%)Histology [n (%)] Ductal58 (84%)479 (72.9%)0.12165 (82%)0.8 Mixed Ductal-Lobular5 (7.25%)96 (14.6%)20 (9.9%) Others6 (8.7%)82 (12.5%)17 (8.4%)T-stage [n (%)] Stage I12 (17.4%)253 (38.5%)0.000537 (18.3%)0.9 Stage II57 (82.6%)404 (61.5%)165 (81.6%)Grade differentiation [n (%)] Well differentiated026 (4%)<0.00700.9 Moderately differentiated6 (8.7%)139 (21.2%)20 (9.9%) Poorly differentiated63 (91.3%)492 (74.9%)182 (90.1%)Hormone receptor status [n (%)] Positive33 (47.8%)468 (71.2%)<0.000195 (47%)0.9 Negative36 (52.2%)189 (28.8%)107 (52.9%)Definitive breast surgery [n (%)] Breast-conserving surgery30 (43.5%)390 (59.4%)<0.0190 (44.5%)0.9 Mastectomy39 (56.5%)267 (40.6%)112 (55.5%)Radiotherapy [n (%)]36 (52.2%)397 (60.4%)0.18103 (51%)0.9Time interval to first cycle of chemotherapy (months) Median2.732.82.71 Mean (SD; range)2.86 (0.77; 1.2- 4.8)3.25 (1.38; 0 - 15)0.52.82 (0.8; 0– 5.9)0.7 No. of patients (%) 0 months ≥ – < 3 months39 (56%)404 (61.5%)0.42122 (60%)0.6 3 months ≥ – < 6 months30 (43.4%)245 (37.2%)80 (40%) ≥ 6 months08 (1.2%)0Type of adjuvant chemotherapy [n (%)] DC×4657 (100%)202 (100%) FEC×3→D×363 (91.3%) AC×4→T×43 (4.35%)TAC×63 (4.35%) Citation Format: Malek Bassam Hannouf, Atul Batra, Sasha Lupichuka. Four cycles of docetaxel-cyclophosphamide versus anthracycline-taxane adjuvant chemotherapy in node negative, HER2-negative breast cancer: A real-world comparison [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS13-29.

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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)0.002
metaresearch head score (Gemma)0.003
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.045

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.062
GPT teacher head0.415
Teacher spread0.353 · 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".

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Citations0
Published2021
Admission routes2
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