Postpartum breast cancer: evidence for a distinct phenotype

The incidence of early onset breast cancers (BCs) has increased, paralleling rising trends in delayed childbearing. We hypothesize that a distinct postpartum BC subtype (PPBC), identifiable by time since last birth (TSLB) and biomarker expression, contributes to this trend. We applied GeoMx Digital Spatial Profiling (DSP) to measure associations between TSLB and 71 proteins in 640 BCs from women ages ≤40 years included in the Young Women's BC Study. We analyzed data using univariable linear regression and multivariable Sliced Inverse Regression to account for higher order interactions among biomarkers. In keratin-rich segments, PR (p = 1.00x10-4) and PTEN (p = 1.00x10-3) were associated with longer TSLB; multivariable analyses revealed positive associations for GZMB (p = 4.00X10-4), SMA (1.00X10-4) and NF-1 (p = 1.00X10-3). In keratin-poor segments, univariable significant positive associations were found for PR (p = 2.00x10-4) and PTEN (p = 1.00x10-3), whereas CD20 (p = 3.00x10-4) and CTLA4 (p = 4.00x10-5) were negatively associated; multivariable significant associations were found for fibronectin (p = 3.00x10-5) and pan-Akt (p = 1.00x10-3). Associations persisted after adjustment for multiple comparisons and BC molecular subtypes. Associations including for PR, PTEN and CD20 were strongest among women with shortest TSLB. OPAL multiplex immunofluorescence assays for PR, PTEN, CD20, SMA and CTLA4, replicated several DSP findings, particularly when stratified by subtype and with compartment matching. In TCGA, RNA species linked to proteins associated with TSLB correlated strongly with a T cell exhaustion signature previously linked to poor prognosis among premenopausal women. These data support PPBC as a biologically coherent phenotype defined by TSLB and biomarker profile, with potential implications for prevention and therapy.

Authors

Institutions

Publication Details

Journal
JNCI Journal of the National Cancer Institute
Published
2026-01-07
DOI
https://doi.org/10.1093/jnci/djag003
Primary Topic
Cancer Risks and Factors
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Postpartum breast cancer: evidence for a distinct phenotype

Laura M. Pacheco-Spann, Jodi M. Carter, Jeffrey M. Peppercorn, Gregory John Kirkner et al.
JNCI Journal of the National Cancer Institute
Cancer Risks and Factors
article

Postpartum breast cancer: evidence for a distinct phenotype

Laura M. Pacheco-Spann, Jodi M. Carter, Jeffrey M. Peppercorn, Gregory John Kirkner, R. M. Pfeiffer, Laura C. Collins, Craig Snow, Kathryn J. Ruddy, Lidia Schapira, Nicole Cruz-Reyes, Steven E. Come, A Partridge, Daniel P. Wickland, Melody Stallings‐Mann, Lola Étiévant, E. Warner, Virginia F Borges, Mark E Sherman, Shoshana M Rosenberg, E Aubrey Thompson, Ji Shi
article en

Abstract

The incidence of early onset breast cancers (BCs) has increased, paralleling rising trends in delayed childbearing. We hypothesize that a distinct postpartum BC subtype (PPBC), identifiable by time since last birth (TSLB) and biomarker expression, contributes to this trend. We applied GeoMx Digital Spatial Profiling (DSP) to measure associations between TSLB and 71 proteins in 640 BCs from women ages ≤40 years included in the Young Women's BC Study. We analyzed data using univariable linear regression and multivariable Sliced Inverse Regression to account for higher order interactions among biomarkers. In keratin-rich segments, PR (p = 1.00x10-4) and PTEN (p = 1.00x10-3) were associated with longer TSLB; multivariable analyses revealed positive associations for GZMB (p = 4.00X10-4), SMA (1.00X10-4) and NF-1 (p = 1.00X10-3). In keratin-poor segments, univariable significant positive associations were found for PR (p = 2.00x10-4) and PTEN (p = 1.00x10-3), whereas CD20 (p = 3.00x10-4) and CTLA4 (p = 4.00x10-5) were negatively associated; multivariable significant associations were found for fibronectin (p = 3.00x10-5) and pan-Akt (p = 1.00x10-3). Associations persisted after adjustment for multiple comparisons and BC molecular subtypes. Associations including for PR, PTEN and CD20 were strongest among women with shortest TSLB. OPAL multiplex immunofluorescence assays for PR, PTEN, CD20, SMA and CTLA4, replicated several DSP findings, particularly when stratified by subtype and with compartment matching. In TCGA, RNA species linked to proteins associated with TSLB correlated strongly with a T cell exhaustion signature previously linked to poor prognosis among premenopausal women. These data support PPBC as a biologically coherent phenotype defined by TSLB and biomarker profile, with potential implications for prevention and therapy.

JNCI Journal of the National Cancer Institute
Beth Israel Deaconess Medical Center (US), Sunnybrook Health Science Centre (CA), Jacksonville College (US), Massachusetts General Hospital (US), Dana-Farber Cancer Institute (US), Mayo Clinic in Arizona (US), Stanford Medicine (US), National Cancer Institute (US), Mayo Clinic in Florida (US), Dana-Farber Brigham Cancer Center (US), Department of Health and Human Services (US), University of Colorado Anschutz Medical Campus (US), Stanford University (US)
No poverty
Openalex Percentile: Top 92%
Cancer Risks and Factors
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.