MétaCan
Menu
← Back to cohort

Abstract GS02-04: Surgical Treatment of Women with Breast Cancer and a BRCA1 Mutation: An International Analysis of the Impact of Bilateral Mastectomy on Survival

2024· article· en· W4396590998 on OpenAlexaff
Kelly Metcalfe, Jan Lubiński, Jana Soukupová, Rinat Bernstein‐Molho, Min A Lee, Arvīds Irmejs, Robert Fruscio, Cynthia Villareal Garza, Joanne Ngeow, Jennifer K. Plichta, Rinat Yerushalmi, Steven A. Narod

Bibliographic record

VenueCancer Research · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicBRCA gene mutations in cancer
Canadian institutionsWomen's College HospitalUniversity of Toronto
Fundersnot available
KeywordsMedicineMastectomyBreast cancerOncologyCancerInternal medicineGynecologyGeneral surgery

Abstract

fetched live from OpenAlex

Abstract Background: Women with breast cancer and a BRCA1 mutation face a high risk of contralateral breast cancer. For this reason, many women with a unilateral breast cancer opt for bilateral mastectomies. Some will have a contralateral prophylactic mastectomy as a second surgery. However, it is not clear to what extent this operation impacts breast cancer mortality. The objective of the current study was to evaluate the differences in survival by surgical treatment in an international cohort of women with a BRCA1 mutation and unilateral breast cancer. Methods: Eligible participants were identified from a large international cohort of women with breast cancer and a BRCA1 mutation, from 26 collaborating centres. Patients with DCIS and stage IV breast cancer were excluded. Patients with synchronous bilateral cancer were excluded. Demographic data were patient reported and clinical and treatment data were collected from medical records. Women were followed from date of breast cancer diagnosis to either date of last follow-up or date of death. Results: There were 2482 eligible participants from 26 centres from 11 countries. The mean age of breast cancer diagnosis was 43.1 years (range 18-70 years). Among those who had a unilateral mastectomy or lumpectomy, the risk of contralateral breast cancer at 20 years was 27.5%. After experiencing a contralateral cancer the hazard ratio for breast cancer death was 2.14 (95%CI 1.43-3.18), P=0.0002. The fifteen-year breast cancer specific survival in the entire cohort was 82.9%. The survival was 78.7% for those who had a unilateral mastectomy, 86.2% for those who had a lumpectomy, and 88.7% for those who had bilateral mastectomies. 529 of the women who initially underwent a unilateral surgery subsequently had a contralateral or bilateral preventive mastectomy in the follow up period. 529 of the women with unilateral surgery had a contralateral or bilateral preventive mastectomy in the follow up period. After adjusting for age of diagnosis, tumor size, nodal status, chemotherapy (yes/no) and preventive mastectomy (time dependent) the hazard ratio for breast cancer mortality for bilateral surgery versus unilateral surgery was 0.78 (95% CI 0.55-1.13), p = 0.19. Discussion: Women with a BRCA1 mutation and breast cancer who develop a contralateral breast cancer have double the risk of mortality compared to women who do not develop contralateral breast cancer. We observed a small non-significant reduction in mortality for those who had bilateral mastectomies as initial treatment, but the cohort will require longer follow up for definitive results. Women with a BRCA1 mutation should be counselled on the risks of contralateral breast cancer and make surgical decisions with this knowledge. Citation Format: Kelly Metcalfe, Jan Lubinski, Jana Soukupová, Rinat Bernstein-Molho, Mina Lee, Evans Gareth, Arvids Irmejs, Robert Fruscio, Cynthia Villareal Garza, Joanne Ngeow, Jennifer Plichta, Rinat Yerushalmi, Steven Narod. Surgical Treatment of Women with Breast Cancer and a BRCA1 Mutation: An International Analysis of the Impact of Bilateral Mastectomy on Survival [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr GS02-04.

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)0.003
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.039
GPT teacher head0.415
Teacher spread0.376 · 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

Citations2
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueCancer Research→Same topicBRCA gene mutations in cancer→French-language works237,207→