TY - JOUR
T1 - Metabolomic profiles of metformin in breast cancer survivors
T2 - a pooled analysis of plasmas from two randomized placebo-controlled trials
AU - Bellerba, Federica
AU - Chatziioannou, Anastasia Chrysovalantou
AU - Jasbi, Paniz
AU - Robinot, Nivonirina
AU - Keski-Rahkonen, Pekka
AU - Trolat, Amarine
AU - Vozar, Béatrice
AU - Hartman, Sheri J.
AU - Scalbert, Augustin
AU - Bonanni, Bernardo
AU - Johansson, Harriet
AU - Sears, Dorothy D.
AU - Gandini, Sara
N1 - Funding Information:
Reach for Health study was supported by the National Institutes of Health (U54 CA155435) and the MetBreCs trial was supported by the Italian Ministry of Health (RRC-2014-2354553) and the Institut National du Cancer, France (INCa N°2015-034), through the TRANSCAN ERA-Net call on Translational Cancer Research (TRANSCAN-JTC 2013). The biomarker analyses were conducted within the European Commission (EC) Seventh Framework Program (FP7) Translational by grants from the research Council Norway/Norwegian Cancer Society (steroid profiling) and Italian Ministry of Health (adipokines, cytokines, growth factors, inflammatory biomarkers). This work was partially supported by the Italian Ministry of Health with Ricerca Corrente and 5 × 1000 funds. Federica Bellerba is a Ph.D. student within the European School of Molecular Medicine (SEMM).
Funding Information:
The authors thank Dr. Jemos Costantino, pharmacist at the European Institute of Oncology, Milan, for skilled drug preparation. The authors are deeply grateful to the study participants and their families for their contribution to the research project. Where authors are identified as personnel of the International Agency for Research on Cancer/World Health Organization, the authors alone are responsible for the views expressed in this article and they do not necessarily represent the decisions, policy or views of the International Agency for Research on Cancer/World Health Organization. In addition, the content does not necessarily represent the official views of the National Institutes of Health.
Publisher Copyright:
© 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - Background: Obesity is a major health concern for breast cancer survivors, being associated with high recurrence and reduced efficacy during cancer treatment. Metformin treatment is associated with reduced breast cancer incidence, recurrence and mortality. To better understand the underlying mechanisms through which metformin may reduce recurrence, we aimed to conduct metabolic profiling of overweight/obese breast cancer survivors before and after metformin treatment. Methods: Fasting plasma samples from 373 overweight or obese breast cancer survivors randomly assigned to metformin (n = 194) or placebo (n = 179) administration were collected at baseline, after 6 months (Reach For Health trial), and after 12 months (MetBreCS trial). Archival samples were concurrently analyzed using three complementary methods: untargeted LC–QTOF-MS metabolomics, targeted LC–MS metabolomics (AbsoluteIDQ p180, Biocrates), and gas chromatography phospholipid fatty acid assay. Multivariable linear regression models and family-wise error correction were used to identify metabolites that significantly changed after metformin treatment. Results: Participants (n = 352) with both baseline and study end point samples available were included in the analysis. After adjusting for confounders such as study center, age, body mass index and false discovery rate, we found that metformin treatment was significantly associated with decreased levels of citrulline, arginine, tyrosine, caffeine, paraxanthine, and theophylline, and increased levels of leucine, isoleucine, proline, 3-methyl-2-oxovalerate, 4-methyl-2-oxovalerate, alanine and indoxyl-sulphate. Long-chain unsaturated phosphatidylcholines (PC ae C36:4, PC ae C38:5, PC ae C36:5 and PC ae C38:6) were significantly decreased with the metformin treatment, as were phospholipid-derived long-chain n-6 fatty acids. The metabolomic profiles of metformin treatment suggest change in specific biochemical pathways known to impair cancer cell growth including activation of CYP1A2, alterations in fatty acid desaturase activity, and altered metabolism of specific amino acids, including impaired branched chain amino acid catabolism. Conclusions: Our results in overweight breast cancer survivors identify new metabolic effects of metformin treatment that may mechanistically contribute to reduced risk of recurrence in this population and reduced obesity-related cancer risk reported in observational studies. Trial registration: ClinicalTrials.gov identifier: NCT01302379 and EudraCT Protocol #: 2015-001001-14.
AB - Background: Obesity is a major health concern for breast cancer survivors, being associated with high recurrence and reduced efficacy during cancer treatment. Metformin treatment is associated with reduced breast cancer incidence, recurrence and mortality. To better understand the underlying mechanisms through which metformin may reduce recurrence, we aimed to conduct metabolic profiling of overweight/obese breast cancer survivors before and after metformin treatment. Methods: Fasting plasma samples from 373 overweight or obese breast cancer survivors randomly assigned to metformin (n = 194) or placebo (n = 179) administration were collected at baseline, after 6 months (Reach For Health trial), and after 12 months (MetBreCS trial). Archival samples were concurrently analyzed using three complementary methods: untargeted LC–QTOF-MS metabolomics, targeted LC–MS metabolomics (AbsoluteIDQ p180, Biocrates), and gas chromatography phospholipid fatty acid assay. Multivariable linear regression models and family-wise error correction were used to identify metabolites that significantly changed after metformin treatment. Results: Participants (n = 352) with both baseline and study end point samples available were included in the analysis. After adjusting for confounders such as study center, age, body mass index and false discovery rate, we found that metformin treatment was significantly associated with decreased levels of citrulline, arginine, tyrosine, caffeine, paraxanthine, and theophylline, and increased levels of leucine, isoleucine, proline, 3-methyl-2-oxovalerate, 4-methyl-2-oxovalerate, alanine and indoxyl-sulphate. Long-chain unsaturated phosphatidylcholines (PC ae C36:4, PC ae C38:5, PC ae C36:5 and PC ae C38:6) were significantly decreased with the metformin treatment, as were phospholipid-derived long-chain n-6 fatty acids. The metabolomic profiles of metformin treatment suggest change in specific biochemical pathways known to impair cancer cell growth including activation of CYP1A2, alterations in fatty acid desaturase activity, and altered metabolism of specific amino acids, including impaired branched chain amino acid catabolism. Conclusions: Our results in overweight breast cancer survivors identify new metabolic effects of metformin treatment that may mechanistically contribute to reduced risk of recurrence in this population and reduced obesity-related cancer risk reported in observational studies. Trial registration: ClinicalTrials.gov identifier: NCT01302379 and EudraCT Protocol #: 2015-001001-14.
KW - Cancer
KW - Lipids
KW - Metabolic syndrome
KW - Prevention
KW - Recurrence
KW - Weight loss
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U2 - 10.1186/s12967-022-03809-6
DO - 10.1186/s12967-022-03809-6
M3 - Article
C2 - 36581893
AN - SCOPUS:85145129199
VL - 20
JO - Journal of Translational Medicine
JF - Journal of Translational Medicine
SN - 1479-5876
IS - 1
M1 - 629
ER -