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Zheng C, Yu L, Zhao L, Guo M, Feng M, Li H, Zhou X, Fan Y, Liu L, Ma Z, Jia Y, Li M, Barman I, Yu Z. Label-free Raman spectroscopy reveals tumor microenvironmental changes induced by intermittent fasting for the prevention of breast cancer in animal model. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2024; 317:124387. [PMID: 38704999 DOI: 10.1016/j.saa.2024.124387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 04/06/2024] [Accepted: 04/29/2024] [Indexed: 05/07/2024]
Abstract
The development of tools that can provide a holistic picture of the evolution of the tumor microenvironment in response to intermittent fasting on the prevention of breast cancer is highly desirable. Here, we show, for the first time, the use of label-free Raman spectroscopy to reveal biomolecular alterations induced by intermittent fasting in the tumor microenvironment of breast cancer using a dimethyl-benzanthracene induced rat model. To quantify biomolecular alterations in the tumor microenvironment, chemometric analysis of Raman spectra obtained from untreated and treated tumors was performed using multivariate curve resolution-alternative least squares and support vector machines. Raman measurements revealed remarkable and robust differences in lipid, protein, and glycogen content prior to morphological manifestations in a dynamically changing tumor microenvironment, consistent with the proteomic changes observed by quantitative mass spectrometry. Taken together with its non-invasive nature, this research provides prospective evidence for the clinical translation of Raman spectroscopy to identify biomolecular variations in the microenvironment induced by intermittent fasting for the prevention of breast cancer, providing new perspectives on the specific molecular effects in the tumorigenesis of breast cancer.
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Affiliation(s)
- Chao Zheng
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Lixiang Yu
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Linfeng Zhao
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Maolin Guo
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Man Feng
- Department of Pathology, The Third Affiliated Hospital of Shandong First Medical University (Affiliated Hospital of Shandong Academy of Medical Sciences), Jinan, Shandong 250031, China
| | - Hui Li
- Department of Pathology, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
| | - Xingchen Zhou
- Department of Pathology, The Second Hospital of Shandong University, Jinan, Shandong 250033, China
| | - Yeye Fan
- School of Mathematics, Shandong University, Jinan, Shandong 250100, China
| | - Liyuan Liu
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Zhongbing Ma
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Yining Jia
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China
| | - Ming Li
- School of Materials Science and Engineering, Central South University, Changsha, Hunan 410083, China
| | - Ishan Barman
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, MD 21218, USA; The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; Department of Oncology, Johns Hopkins University, Baltimore, MD 21287, USA.
| | - Zhigang Yu
- Department of Breast Surgery, The Second Hospital of Shandong University, Jinan, Shandong 250033, China; Institute of Translational Medicine of Breast Disease Prevention and Treatment, Shandong University, Jinan, Shandong 250033, China.
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