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Nonsentinel Axillary Lymph Node Status in Clinically Node-Negative Early Breast Cancer After Primary Systemic Therapy and Positive Sentinel Lymph Node: A Predictive Model Proposal

dc.contributor.authorCebrecos, Isaac
dc.contributor.authorMension Coll, Eduard
dc.contributor.authorAlonso Inmaculada
dc.contributor.authorCastillo Ecija, Helena
dc.contributor.authorSanfeliu Torres, Esther
dc.contributor.authorVidal i Sicart, Sergi
dc.contributor.authorGanau, Sergi
dc.contributor.authorVidal Losada, Maria
dc.contributor.authorSchettini, Francesco
dc.date.accessioned2025-04-25T19:04:25Z
dc.date.available2025-04-25T19:04:25Z
dc.date.issued2023-02-21
dc.date.updated2025-04-25T19:04:25Z
dc.description.abstractBackground: In clinically node-negative (cN0) early stage breast cancer (EBC) undergoing primary systemic treatment (PST), post-treatment positive sentinel lymph node (SLN+) directs axillary lymph node dissection (ALND), with uncertain impacts on outcomes and increased morbidities. Patients and methods: We conducted an observational study on imaging-confirmed cN0 EBC, who underwent PST and breast surgery that resulted in SLN+ and underwent ALND. The association among baseline/postsurgical clinic-pathological factors and positive nonsentinel additional axillary lymph nodes (non-SLN+) was analyzed with logistic regression. LASSO regression (LR) identified variables to include in a predictive score of non-SLN+ (ALND-predict). The accuracy and calibration were assessed, an optimal cut-point was then identified, and in silico validation with bootstrap was undertaken. Results: Non-SLN+ were detected in 22.2% cases after ALND. Only progesterone receptor (PR) levels and macrometastatic SLN+ were independently associated to non-SLN+. LR identified PR, Ki67, and type and number of SLN+ as the most efficient covariates. The ALND-predict score was built based on their LR coefficients, showing an area under the curve (AUC) of 0.83 and an optimal cut-off of 63, with a negative predictive value (NPV) of 0.925. Continuous and dichotomic scores had a good fit (p = 0.876 and p = 1.00, respectively) and were independently associated to non-SLN+ [adjusted odds ratio (aOR): 1.06, p = 0.002 and aOR: 23.77, p < 0.001, respectively]. After 5000 bootstrap-adjusted retesting, the estimated bias-corrected and accelerated 95%CI included the aOR. Conclusions: In cN0 EBC with post-PST SLN+, non-SLN+ at ALND are infrequent (~22%) and independently associated to PR levels and macrometastatic SLN. ALND-predict multiparametric score accurately predicted absence of non-SLN involvement, identifying most patients who could be safely spared unnecessary ALND. Prospective validation is required.
dc.format.extent12 p.
dc.format.mimetypeapplication/pdf
dc.identifier.idgrec747977
dc.identifier.issn1068-9265
dc.identifier.pmid36809608
dc.identifier.urihttps://hdl.handle.net/2445/220653
dc.language.isoeng
dc.publisherSpringer Verlag
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.1245/s10434-023-13231-x
dc.relation.ispartofAnnals of Surgical Oncology, 2023, vol. 30, num.8, p. 4657-4668
dc.relation.urihttps://doi.org/10.1245/s10434-023-13231-x
dc.rightscc-by (c) Cebrecos, Isaac et al., 2023
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/*
dc.sourceArticles publicats en revistes (Medicina)
dc.subject.classificationCirurgia
dc.subject.classificationCàncer de mama
dc.subject.classificationNodes limfàtics
dc.subject.otherSurgery
dc.subject.otherBreast cancer
dc.subject.otherLymph nodes
dc.titleNonsentinel Axillary Lymph Node Status in Clinically Node-Negative Early Breast Cancer After Primary Systemic Therapy and Positive Sentinel Lymph Node: A Predictive Model Proposal
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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