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Abstract GS1-01: KEYNOTE-522 study of neoadjuvant pembrolizumab + chemotherapy vs placebo + chemotherapy, followed by adjuvant pembrolizumab vs placebo for early-stage TNBC: Event-free survival sensitivity and subgroup analyses

2022· article· en· W4220991301 on OpenAlexaff
Peter Schmid, Javier Cortés, Rebecca Dent, Lajos Pusztai, Heather L. McArthur, Sherko Kümmel, Jonas Bergh, Carsten Denkert, Yeon Hee Park, Rina Hui, Nadia Harbeck, Masato Takahashi, Michael Untch, Peter A. Fasching, Fátima Cardoso, Jay Andersen, Debra A. Patt, Michael A. Danso, Marta Ferreira, Marie‐Ange Mouret‐Reynier, Seock‐Ah Im, Jin‐Hee Ahn, María Gión, Sally Baron‐Hay, Jean-François Boileau, Yalin Zhu, Wilbur Pan, Konstantinos Tryfonidis, Vassiliki Karantza, Joyce O’Shaughnessy

Bibliographic record

VenueCancer Research · 2022
Typearticle
Languageen
FieldMedicine
TopicCancer Immunotherapy and Biomarkers
Canadian institutionsMcGill UniversityJewish General Hospital
Fundersnot available
KeywordsMedicineCarboplatinPlaceboInternal medicineOncologyPembrolizumabEpirubicinStage (stratigraphy)ChemotherapyCyclophosphamideCisplatinCancerPathologyImmunotherapy

Abstract

fetched live from OpenAlex

Abstract Background: KEYNOTE-522 (NCT03036488) is a phase 3 study of neoadjuvant pembro + chemo vs placebo + chemo, followed by adjuvant pembro vs placebo in patients with early-stage TNBC. The primary analysis showed a statistically significant and clinically meaningful improvement in event-free survival (EFS) with pembro + chemo followed by pembro. To assess the robustness and consistency of the primary EFS result, prespecified sensitivity and subgroup analyses for EFS were performed. Methods: Patients with previously untreated, non-metastatic, centrally confirmed TNBC (stage T1c N1-2 or T2-4 N0-2 per AJCC) were randomized 2:1 to pembro 200 mg Q3W or placebo, both given with 4 cycles of paclitaxel + carboplatin, then with 4 cycles of doxorubicin or epirubicin + cyclophosphamide (neoadjuvant phase). After definitive surgery, patients received pembro or placebo for 9 cycles or until recurrence or unacceptable toxicity (adjuvant phase). Patients were stratified by nodal status (positive or negative), tumor size (T1/T2 or T3/T4), and carboplatin schedule (Q3W or QW). Dual primary endpoints are pCR rate and EFS. Five prespecified sensitivity analyses for EFS were performed, including 2 that assessed the impact of different censoring rules and 3 that assessed the impact of different event definitions. Treatment effects on EFS were examined in prespecified patient subgroups defined by nodal involvement (positive or negative), disease stage (II or III), menopausal status (pre-menopausal or post-menopausal), HER2 status (2+ by IHC but FISH- or 0-1+ by IHC), and LDH (>ULN or ≤ULN). Results: Among 1174 patients randomized, 784 were randomly assigned to the pembro + chemo group and 390 were randomly assigned to the placebo + chemo group. Median follow-up was 39.1 months at the time of the March 23, 2021 data cutoff. The benefit of neoadjuvant pembro + chemo followed by adjuvant pembro vs neoadjuvant chemo alone was generally consistent with the primary EFS results for all five sensitivity analyses and in each subgroup evaluated (Table). Conclusion: EFS sensitivity analyses show a robust treatment benefit of neoadjuvant pembro + chemo followed by adjuvant pembro for previously untreated non-metastatic TNBC. This benefit was generally consistent across a broad selection of patient subgroups. Table. EFS Sensitivity and Subgroup Analyses in KEYNOTE-522EFS Analyses (ITT Population)Pembro + Chemo n/N (%)*Placebo + Chemo n/N (%)*HR (95% CI)†Primary Analysis‡123/784 (15.7)93/390 (23.8)0.63 (0.48 - 0.82)Sensitivity Analyses1. Alternate censoring rules§112/784 (14.3)84/390 (21.5)0.64 (0.48 - 0.84)2. “New anticancer therapy for metastatic disease” considered an EFS event123/784 (15.7)93/390 (23.8)0.63 (0.48 - 0.82)3. “Positive margin at last surgery” removed from EFS definition122/784 (15.6)90/390 (23.1)0.65 (0.50 - 0.85)4. “Positive margin at last surgery” and “second primary malignancy” removed from EFS definition116/784 (14.8)88/390 (22.6)0.63 (0.48 - 0.84)5. “Second breast malignancy” included in EFS definition126/784 (16.1)95/390 (24.4)0.63 (0.48 - 0.82)Subgroup AnalysesNodal involvement‖Positive80/408 (19.6)57/196 (29.1)0.65 (0.46 - 0.91)Negative43/376 (11.4)36/194 (18.6)0.58 (0.37 - 0.91)Overall disease stageII69/590 (11.7)54/291 (18.6)0.60 (0.42 - 0.86)III54/194 (27.8)39/98 (39.8)0.68 (0.45 - 1.03)Menopausal statusPre-menopausal60/438 (13.7)47/221 (21.3)0.62 (0.42 - 0.91)Post-menopausal63/345 (18.3)46/169 (27.2)0.64 (0.44 - 0.93)HER2 status2+ by IHC (but FISH-)32/188 (17.0)24/104 (23.1)0.73 (0.43 - 1.24)0-1+ by IHC91/595 (15.3)69/286 (24.1)0.60 (0.44 - 0.82)LDH>ULN29/149 (19.5)23/80 (28.8)0.65 (0.37 - 1.12)≤ULN93/631 (14.7)69/309 (22.3)0.63 (0.46 - 0.86)*Number of events/total number of patients (%). †Hazard ratios (HR) and 95% CIs in the primary analysis and sensitivity analyses were based on a stratified Cox regression model; analyses in subgroups were based on an unstratified Cox model. ‡EFS was defined as the time from randomization to the time of first documentation of disease progression that precludes definitive surgery, local or distant recurrence, a second primary cancer or death from any cause, whichever occurs first; patients who did not experience an event at the time of data cutoff were censored at the date they were last known to be alive and event-free. §Events after 2 consecutive missed disease assessments or initiation of post-surgery new anticancer therapy were censored at last disease assessment prior to the earlier date of ≥2 consecutive missed disease assessments and initiation of post-surgery new anticancer therapy; if no events before new anticancer therapy, events were censored at last disease assessment before initiation of post-surgery new anticancer treatment. ‖Determined by the study investigator by physical exam, sonography/MRI and/or biopsy. Data cutoff: March 23, 2021. Citation Format: Peter Schmid, Javier Cortes, Rebecca Dent, Lajos Pusztai, Heather McArthur, Sherko Kümmel, Jonas Bergh, Carsten Denkert, Yeon Hee Park, Rina Hui, Nadia Harbeck, Masato Takahashi, Michael Untch, Peter A. Fasching, Fatima Cardoso, Jay Andersen, Debra Patt, Michael Danso, Marta Ferreira, Marie-Ange Mouret-Reynier, Seock-Ah Im, Jin-Hee Ahn, Maria Gion, Sally Baron-Hay, Jean-Francois Boileau, Yalin Zhu, Wilbur Pan, Konstantinos Tryfonidis, Vassiliki Karantza, Joyce O’Shaughnessy. KEYNOTE-522 study of neoadjuvant pembrolizumab + chemotherapy vs placebo + chemotherapy, followed by adjuvant pembrolizumab vs placebo for early-stage TNBC: Event-free survival sensitivity and subgroup analyses [abstract]. In: Proceedings of the 2021 San Antonio Breast Cancer Symposium; 2021 Dec 7-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2022;82(4 Suppl):Abstract nr GS1-01.

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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)0.008
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.006
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0050.010
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0110.001

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 head0.072
GPT teacher head0.405
Teacher spread0.333 · 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 designNon-randomized trial
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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Citations4
Published2022
Admission routes1
Has abstractyes

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