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Updated: Jan 10, 2026

Studying Triple Negative Breast Cancer Using Orthotopic Breast Cancer Model
Published on: March 20, 2020
Worse survival despite indolent features for triple-negative invasive lobular carcinoma: a Swedish nationwide
Jenny Nyqvist-Streng1,2, Chaido Chamalidou3,4, Anikó Kovacs5
1Region Västra Götaland, Department of Surgery, Skaraborg Hospital, Skövde, Sweden. jenny.nyqvist@gu.se.
Purpose:
To evaluate differences in clinical outcomes, treatments received, recurrence, and sociodemographic characteristics in patients with triple-negative breast cancer (TNBC) classified as invasive lobular carcinoma (TNBC-ILC) or invasive carcinoma of no special type (TNBC-NST).
Methods:
Using national registry data, we conducted a retrospective, population-based cohort study of 6449 women diagnosed with primary TNBC (stratified by histological subtype) in Sweden (2007-2021). Clinical and treatment data were analyzed using descriptive statistics, logistic regression, machine learning (Boruta/XGBoost), and Cox proportional hazards models adjusted for patient age, tumor size, grade, nodal status, comorbidities, and receipt of adjuvant chemotherapy (ACT).
Results:
TNBC-ILC accounted for 2.7% of all TNBC cases and affected older patients (median age 70 vs 62 years). Compared to TNBC-NST, TNBC-ILC had lower Ki-67, fewer high-grade tumors, higher T stage, and greater socioeconomic vulnerability. Machine learning identified age and post-operative tumor size as key predictive features of TNBC-ILC. ACT was administered to 40% of TNBC-ILC versus 59% of TNBC-NST cases (P < 0.001), with a survival benefit observed only in TNBC-NST. TNBC-ILC patients aged 50-64 years were less likely to receive ACT. Despite lower proliferative activity, TNBC-ILC was associated with worse overall (OS; adj-HR 1.39, 95% CI 1.04-1.86) and disease-specific survival (DSS; adj-HR 1.98, 95% CI 1.41-2.79), particularly in patients ≥ 50 years of age. TNBC-ILC patients ≥ 75 years had the poorest 5-year survival (DSS 55%; OS 42%).
Conclusions:
TNBC-ILC is a distinct subgroup with older age, lower grade and Ki-67, undertreatment, and poorer survival, emphasizing the need for age- and subtype-specific treatment strategies.
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