Evidence map›Paper›PMID 40694192›Full record

ArticleBreast cancer research and treatment2025

Multi-level factors drive use of sentinel lymph node biopsy in older women with early-stage breast cancer.

Madeline B Thomas, Sumaya Abdul Ghaffar, Haaris Kadri, Christopher M Quinn, Laura D Leonard, Nicole M Mott, Salvador Rodriguez Franco, Lia R Assumpção, Gretchen Ahrendt, Sarah E A Tevis and 4 more

Abstract read
In one paragraph

Article in Breast cancer research and treatment, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Madeline B ThomasDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Sumaya Abdul GhaffarDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA. sumayaabdul.ghaffar@cuanschutz.edu.
Haaris KadriDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Christopher M QuinnDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Laura D LeonardDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Nicole M MottDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Salvador Rodriguez FrancoDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Lia R AssumpçãoDepartment of Surgery, Rio de Janeiro State University, Rio de Janeiro, Brazil.
Gretchen AhrendtDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Sarah E A TevisDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Nicole ChristianDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Jodi WidnerDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.
Alicia A HeelanDepartment of Surgery, University of Cincinnati School of Medicine, Cincinnati, OH, USA.
Ana L GleisnerDepartment of Surgery, University of Colorado School of Medicine, Anschutz Medical Campus, 12631 East 17th Ave, Aurora, CO, 80045, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeIn 2016, the Society of Surgical Oncology and Choosing Wisely Campaign recommended against sentinel lymph node biopsy (SLNB) in women > 70 years with early-stage, hormone receptor-positive (ER/PR +) breast cancer, citing limited clinical benefit. Despite earlier evidence supporting de-implementation, SLNB rates remained high. We aimed to evaluate patient, tumor, facility, and unmeasured contextual factors associated with SLNB de-implementation using a national cohort.

methodsWe queried the National Cancer Database (NCDB) for women > 70 years diagnosed with early-stage ER/PR + and HER2-negative breast cancer between 2012 and 2019. A mixed effects logistic regression model assessed associations between SLNB non-utilization and patient, tumor, and facility-level characteristics. Interaction terms between year and facility breast surgery volume quartiles were included to examine trends over time. Reference Effect Measures (REM) were used to estimate the contribution of unmeasured contextual effects relative to measured covariates.

resultsAmong eligible patients, SLNB use declined from 86.7% in 2012 to 81.0% in 2019. SLNB use was significantly associated with age, insurance, urbanization, distance to facility, education, income, tumor size, lymphovascular invasion, treatment type, facility region, program type, and surgical volume. Academic programs had the highest adjusted odds of SLNB non-utilization (AOR 1.62; 95%CI: 1.29-2.02), while facilities in the South had the lowest (AOR 0.53; 95%CI: 0.45-0.63). High-volume centers de-implemented more rapidly post-2016, with 24% higher odds of SLNB non-utilization per year. REM analysis identified patient age and unmeasured contextual effects as the predominant drivers of de-implementation.

conclusionSLNB use in older women is influenced by multi-level factors, with patient age and unmeasured contextual effects driving de-implementation-though progress remain slow and limited in the United States.

Indexed as

Breast NeoplasmsSentinel Lymph Node BiopsyAgedAged, 80 and overAge FactorsFemaleHumansNeoplasm StagingUnited StatesBreast cancerLymphadenectomyOvertreatmentSentinel lymph node biopsy

Identifiers

PMID40694192
PMCPMC12398473

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.