Clinical impact and temporal evolution of mutational signatures in metastatic lobular breast cancer.

1141 Background: Invasive lobular carcinoma (ILC) has distinct genomic features, including frequent CDH1 alterations, yet the mutational processes shaping metastatic ILC and their prognostic significance remain poorly defined. We evaluated mutational signatures inferred from targeted sequencing in a large single-center cohort of metastatic ILC and their association with outcomes. Methods: Patients were included if they had ILC histology on early-stage breast biopsy/surgical pathology, and/or CDH1 mutation on metastatic site biopsy and MSK-IMPACT sequencing from a metastatic site. For survival analyses, only biopsies performed within 2 months of metastatic diagnosis were included. Clinicopathologic data were abstracted from electronic medical records. Single base substitution (SBS) signatures were inferred using SigMA; cases with ≤5 SBS were excluded. Overall survival (OS) was estimated using Kaplan–Meier and compared by dominant signature using the log-rank test. Results: 654 patients were included. 467 (71%) had hormone receptor-positive (HR+)/HER2-, 56 (8.6%) had HER2+, and 65 (9.9%) had triple negative disease at metastatic diagnosis. Among 307 (47%) with ILC variant data available, 139 (45%) had classic type, 65 (21%) had pleomorphic, 45 (15%) had mixed, and 58 (19%) had other ILC variants. 385 patients (59%) had MSK-IMPACT testing on a tissue biopsy performed within 2 months of metastatic diagnosis. Among them, the most prevalent mutations included CDH1 (85%), PIK3CA (47%), TP53 (21%), TBX3 (16%), PTEN/AKT1 (14.5%), FOXA1 (12%), ERBB2 (12%), KMT2C (9.9%), CBFB (9.9%), ARID1A (9.6%), MAP3K1 (8.8%), and NF1 (7.5%). 320/385 (83%) MSK-IMPACT tests had ≥5 SBS and were analyzable for mutational signature. The dominant mutational signature was APOBEC in 44%, clock-like (aging) in 38%, Signature 3 (homologous recombination deficiency) in 12%, Signature 17 in 5.6%, and Signature 8 in 1%. Median OS in the total cohort was 4.4 years (95%CI 4.1-4.8) and differed significantly by dominant mutational signature (log-rank p =0.001). Median OS for those with APOBEC-dominant disease was 3.1 years (95%CI 2.5-3.7) and for those with clock-like (aging) signature was 4.4 years (95%CI 3.8-6.5). Among 61 patients who had paired samples analyzable for mutational signature within 2 months of metastatic diagnosis and at another timepoint following metastatic diagnosis, the prevalence of APOBEC as the dominant mutational signature increased (29/61 [48%] to 36/61 [59%]), whereas clock-like (aging) decreased (25/61 [41%] to 17/61 [28%]). Conclusions: Dominant APOBEC mutational signature at metastatic ILC diagnosis was associated with shorter OS, with differences observed between APOBEC- and aging-dominant tumors. Serial testing demonstrating increasing APOBEC dominance over time supports mutational signatures as dynamic, clinically relevant features of metastatic ILC.

Authors

Institutions

Publication Details

Journal
Journal of Clinical Oncology
Published
2026-05-27
DOI
https://doi.org/10.1200/jco.2026.44.16_suppl.1141
Primary Topic
Cancer Genomics and Diagnostics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Clinical impact and temporal evolution of mutational signatures in metastatic lobular breast cancer.

Yu Chen, C. White, Lounes Djerroudi, Xin Pei et al.
Journal of Clinical Oncology
Cancer Genomics and Diagnostics
article

Clinical impact and temporal evolution of mutational signatures in metastatic lobular breast cancer.

Yu Chen, C. White, Lounes Djerroudi, Xin Pei, Jane Chen, Komal L. Jhaveri, Fresia Pareja, Sherry Shen, Pedram Razavi, Chau T. Dang, Anton Safonov
article en

Abstract

1141 Background: Invasive lobular carcinoma (ILC) has distinct genomic features, including frequent CDH1 alterations, yet the mutational processes shaping metastatic ILC and their prognostic significance remain poorly defined. We evaluated mutational signatures inferred from targeted sequencing in a large single-center cohort of metastatic ILC and their association with outcomes. Methods: Patients were included if they had ILC histology on early-stage breast biopsy/surgical pathology, and/or CDH1 mutation on metastatic site biopsy and MSK-IMPACT sequencing from a metastatic site. For survival analyses, only biopsies performed within 2 months of metastatic diagnosis were included. Clinicopathologic data were abstracted from electronic medical records. Single base substitution (SBS) signatures were inferred using SigMA; cases with ≤5 SBS were excluded. Overall survival (OS) was estimated using Kaplan–Meier and compared by dominant signature using the log-rank test. Results: 654 patients were included. 467 (71%) had hormone receptor-positive (HR+)/HER2-, 56 (8.6%) had HER2+, and 65 (9.9%) had triple negative disease at metastatic diagnosis. Among 307 (47%) with ILC variant data available, 139 (45%) had classic type, 65 (21%) had pleomorphic, 45 (15%) had mixed, and 58 (19%) had other ILC variants. 385 patients (59%) had MSK-IMPACT testing on a tissue biopsy performed within 2 months of metastatic diagnosis. Among them, the most prevalent mutations included CDH1 (85%), PIK3CA (47%), TP53 (21%), TBX3 (16%), PTEN/AKT1 (14.5%), FOXA1 (12%), ERBB2 (12%), KMT2C (9.9%), CBFB (9.9%), ARID1A (9.6%), MAP3K1 (8.8%), and NF1 (7.5%). 320/385 (83%) MSK-IMPACT tests had ≥5 SBS and were analyzable for mutational signature. The dominant mutational signature was APOBEC in 44%, clock-like (aging) in 38%, Signature 3 (homologous recombination deficiency) in 12%, Signature 17 in 5.6%, and Signature 8 in 1%. Median OS in the total cohort was 4.4 years (95%CI 4.1-4.8) and differed significantly by dominant mutational signature (log-rank p =0.001). Median OS for those with APOBEC-dominant disease was 3.1 years (95%CI 2.5-3.7) and for those with clock-like (aging) signature was 4.4 years (95%CI 3.8-6.5). Among 61 patients who had paired samples analyzable for mutational signature within 2 months of metastatic diagnosis and at another timepoint following metastatic diagnosis, the prevalence of APOBEC as the dominant mutational signature increased (29/61 [48%] to 36/61 [59%]), whereas clock-like (aging) decreased (25/61 [41%] to 17/61 [28%]). Conclusions: Dominant APOBEC mutational signature at metastatic ILC diagnosis was associated with shorter OS, with differences observed between APOBEC- and aging-dominant tumors. Serial testing demonstrating increasing APOBEC dominance over time supports mutational signatures as dynamic, clinically relevant features of metastatic ILC.

Journal of Clinical OncologyVol. 44(16_suppl)
Memorial Sloan Kettering Cancer Center (US), Cornell University (US), Weill Cornell Medicine (US), Institut Curie (FR)
Good health and well-being
Openalex Percentile: Top 10%
Cancer Genomics and Diagnostics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.