ORIGINAL RESEARCH article
Front. Oncol.
Sec. Breast Cancer
Serum Metabolomic Profiles Associated with Psychoneurological Symptoms in Women with Early-Stage Breast Cancer Over One Year
Gee Su Yang 1
Angela Starkweather 2
Tuo Lin 3
Tara Hashemian 4
Timothy Garrett 3
Dany Fanfan 3
Lakeshia Cousin 5
Shreya Patel 6
Debra Lynch Kelly 7
Debra Lyon 3
1. University of Connecticut, Storrs, United States
2. Rutgers University New Brunswick, New Brunswick, United States
3. University of Florida, Gainesville, United States
4. University of Florida Health, Gainesville, United States
5. Tampa General Hospital, Tampa, United States
6. University of Connecticut School of Medicine, Farmington, United States
7. The University of Memphis, Memphis, United States
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Abstract
Background: Breast cancer survivors frequently experience psychoneurological symptoms (PNS), such as pain, fatigue, anxiety, depression, and sleep disturbances, that persist beyond treatment and impair quality of life. Inflammatory and metabolic dysregulation, including alterations in the tryptophan/kynurenine pathway, have been implicated, yet longitudinal data and racial differences remain understudied. This study examined the longitudinal association between metabolite levels and PNS severity over time and explored their interactions with race. Methods: We performed untargeted serum metabolomic profiling and applied generalized estimating equations (GEE), adjusting for demographic covariates. Interaction terms were included to evaluate race-specific metabolite associations. Metabolite set enrichment analysis was conducted to identify impacted metabolic super-pathways using MetaboAnalyst 6.0. Results: Among 74 participants, we identified 140 metabolites significantly associated with PNS out of the 2,395 metabolites tested, with 38 named metabolites. Anxiety was associated with 2-aceto-2-hydroxy-butanoate (β=-2.40, p=5.79×10-6) and 1-pyrrolidinecarboxaldehyde (β=-0.753, p=8.61×10-6), while sleep disturbance associated with 4,6-O-ethylidene-D-glucose (β=9.83, p=4.82×10-6) and 5-hydroxytryptophol (β=7.82, p=5.55×10-4). Fatigue showed the most associations, including 3-hydroxystachydrine (β=1.02, p=3.79×10-8) and N-acetylglycine (β=0.927, p=5.89×10-5), and pain were associated with inulin (β=-3.19, p=5.39×10-5). Race-metabolite interactions revealed unique patterns for Black women, particularly for sleep disturbances, pain and fatigue. Taurine/hypotaurine and cysteine metabolism were the most impacted pathways in the enrichment analysis. Conclusions: These findings highlight distinct metabolite profiles underlying PNS and suggest that sulfur amino acid- and oxidative stress-related pathways may contribute to symptom variability. Specific metabolites may reflect underlying metabolic pathway differences across racial groups. These results provide a foundation for future mechanistic studies and metabolically targeted interventions in cancer survivorship.
Summary
Keywords
breast cancer, cancer survivorship, metabolite, psychoneurologic symptoms, race
Received
31 December 2025
Accepted
18 February 2026
Copyright
© 2026 Yang, Starkweather, Lin, Hashemian, Garrett, Fanfan, Cousin, Patel, Lynch Kelly and Lyon. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Gee Su Yang
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