Abstract PS2-10-14: Blood-based metabolomic profiling and transcriptomic analysis of circulating cd3+ t cells reveal associations with treatment response and immune activation in early breast cancer (ebc)

Abstract Background: Pathological complete response (pCR) is a strong predictor of long-term outcomes in early breast cancer (eBC), establishing neoadjuvant chemotherapy (NACT) as the standard of care for aggressive BC subtypes. Recently, targeting host and tumor metabolism has emerged as a promising approach to boost antitumor immunity and improve NACT efficacy. However, the specific metabolic biomarkers involved, and their immunological effects remain poorly defined. Methods: We performed untargeted metabolomics on baseline plasma from 84 eBC patients undergoing NACT at our institution between 2021-2023 (22% luminal, 36% HER2+, 42% triple-negative; 48% achieved pCR). Data were analysed using univariate (t-test), multivariate (PLS-DA), and pathway enrichment approaches. In a subset of 49 patients (58%), bulk RNA was extracted from sorted CD3+ circulating T cells for gene expression analysis. Gene Ontology enrichment analysis was used to characterize upregulated pathways in T cells. Results: Pathway enrichment analysis of metabolomic data identified alpha-linolenic acid (ALA, omega-3)and linoleic acid (LA, omega-6) metabolism as top pathways associated with pCR and residual disease, respectively. Specifically, the VIP score analysis showed that docosahexaenoic acid (DHA, along-chain omega-3 derived from ALA) and dihomo-gamma-linolenic acid (DGLA, a downstreamomega-6 derived from LA) has the strongest association with pCR and RD respectively. Additional top ranked metabolites at VIP analysis included palmitoleic acid (POA, an omega-7 lipokine with immunomodulatory role) and conjugated linoleic acid (CLA, an omega-6 known to counteract the inflammatory effects of classical non-conjugated omega-6). We developed an “Omega Signature” tracking the balance between anti-inflammatory omega-3/6/7 and pro-inflammatory omega-6 asPOA + [(DHA + CLA)/DGLA]. This signature was significantly associated with pCR in a multivariate logistic regression model adjusted for age and BMI (OR 1.53, 95% CI 1.33-1.88, p < 0.0001). To assess whether the Omega Signature reflects T cells polarization, we performed transcriptomic profiling of circulating T lymphocytes in 49/84 patients. Patients with high Omega Signature (above the median)showed upregulation of gene pathways involved in T cell activation and adaptive immune responses compared to those with low scores. Conclusion: Our findings reveal that a specific circulating fatty acid profile seems to be associated with treatment response and immune activation in eBC. This signature reflects a favorable balance of immunomodulatory lipids and may serve as a non-invasive biomarker to identify patients more likely to achieve pCR. Correlation analyses with tissue metabolomics and gene expression data are ongoing will be presented at the Congress. Citation Format: V. Martini, B. Conte, L. Negrini, M. Manfredi, B. Elettra, S. D'Alfonso, M. Mellai, D. Corà, F. Favero, T. Landolfo, I. Taglialatela, B. Ruffilli, S. Nardin, V. Rossi, F. D'Avanzo, S. Gobbato, M. Bitrus, A. Turky, C. Branni, J. Gennari, A. Gennari. Blood-based metabolomic profiling and transcriptomic analysis of circulating cd3+ t cells reveal associations with treatment response and immune activation in early breast cancer (ebc) [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS2-10-14.

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Journal
Clinical Cancer Research
Published
2026-02-17
DOI
https://doi.org/10.1158/1557-3265.sabcs25-ps2-10-14
Primary Topic
Advanced Breast Cancer Therapies
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article
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Abstract PS2-10-14: Blood-based metabolomic profiling and transcriptomic analysis of circulating cd3+ t cells reveal associations with treatment response and immune activation in early breast cancer (ebc)

Carmen Branni, Ida Taglialatela, Francesco Favero, M. Bitrus et al.
Clinical Cancer Research
Advanced Breast Cancer Therapies
article

Abstract PS2-10-14: Blood-based metabolomic profiling and transcriptomic analysis of circulating cd3+ t cells reveal associations with treatment response and immune activation in early breast cancer (ebc)

Carmen Branni, Ida Taglialatela, Francesco Favero, M. Bitrus, Simone Nardin, B. Ruffilli, Valentina Rossi, L. Negrini, D. Corà, T. Landolfo, M. Manfredi, V. Martini, A. Turky, B. Conte, S. Gobbato, M. Mellai, A. Gennari, J. Gennari, F. D'Avanzo, B. Elettra
article en

Abstract

Abstract Background: Pathological complete response (pCR) is a strong predictor of long-term outcomes in early breast cancer (eBC), establishing neoadjuvant chemotherapy (NACT) as the standard of care for aggressive BC subtypes. Recently, targeting host and tumor metabolism has emerged as a promising approach to boost antitumor immunity and improve NACT efficacy. However, the specific metabolic biomarkers involved, and their immunological effects remain poorly defined. Methods: We performed untargeted metabolomics on baseline plasma from 84 eBC patients undergoing NACT at our institution between 2021-2023 (22% luminal, 36% HER2+, 42% triple-negative; 48% achieved pCR). Data were analysed using univariate (t-test), multivariate (PLS-DA), and pathway enrichment approaches. In a subset of 49 patients (58%), bulk RNA was extracted from sorted CD3+ circulating T cells for gene expression analysis. Gene Ontology enrichment analysis was used to characterize upregulated pathways in T cells. Results: Pathway enrichment analysis of metabolomic data identified alpha-linolenic acid (ALA, omega-3)and linoleic acid (LA, omega-6) metabolism as top pathways associated with pCR and residual disease, respectively. Specifically, the VIP score analysis showed that docosahexaenoic acid (DHA, along-chain omega-3 derived from ALA) and dihomo-gamma-linolenic acid (DGLA, a downstreamomega-6 derived from LA) has the strongest association with pCR and RD respectively. Additional top ranked metabolites at VIP analysis included palmitoleic acid (POA, an omega-7 lipokine with immunomodulatory role) and conjugated linoleic acid (CLA, an omega-6 known to counteract the inflammatory effects of classical non-conjugated omega-6). We developed an “Omega Signature” tracking the balance between anti-inflammatory omega-3/6/7 and pro-inflammatory omega-6 asPOA + [(DHA + CLA)/DGLA]. This signature was significantly associated with pCR in a multivariate logistic regression model adjusted for age and BMI (OR 1.53, 95% CI 1.33-1.88, p < 0.0001). To assess whether the Omega Signature reflects T cells polarization, we performed transcriptomic profiling of circulating T lymphocytes in 49/84 patients. Patients with high Omega Signature (above the median)showed upregulation of gene pathways involved in T cell activation and adaptive immune responses compared to those with low scores. Conclusion: Our findings reveal that a specific circulating fatty acid profile seems to be associated with treatment response and immune activation in eBC. This signature reflects a favorable balance of immunomodulatory lipids and may serve as a non-invasive biomarker to identify patients more likely to achieve pCR. Correlation analyses with tissue metabolomics and gene expression data are ongoing will be presented at the Congress. Citation Format: V. Martini, B. Conte, L. Negrini, M. Manfredi, B. Elettra, S. D'Alfonso, M. Mellai, D. Corà, F. Favero, T. Landolfo, I. Taglialatela, B. Ruffilli, S. Nardin, V. Rossi, F. D'Avanzo, S. Gobbato, M. Bitrus, A. Turky, C. Branni, J. Gennari, A. Gennari. Blood-based metabolomic profiling and transcriptomic analysis of circulating cd3+ t cells reveal associations with treatment response and immune activation in early breast cancer (ebc) [abstract]. In: Proceedings of the San Antonio Breast Cancer Symposium 2025; 2025 Dec 9-12; San Antonio, TX. Philadelphia (PA): AACR; Clin Cancer Res 2026;32(4 Suppl):Abstract nr PS2-10-14.

Clinical Cancer ResearchVol. 32(4_Supplement)
Università degli Studi del Piemonte Orientale “Amedeo Avogadro” (IT), Azienda Ospedaliero Universitaria Maggiore della Carita (IT), Piedmont University (US), Novamont (Italy) (IT)
Good health and well-being
Openalex Percentile: Top 47%
Advanced Breast Cancer Therapies
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