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Panigrahi G, Candia J, Dorsey TH, Tang W, Ohara Y, Byun JS, Minas TZ, Zhang A, Ajao A, Cellini A, Yfantis HG, Flis AL, Mann D, Ioffe O, Wang XW, Liu H, Loffredo CA, Napoles AM, Ambs S. Diabetes-associated breast cancer is molecularly distinct and shows a DNA damage repair deficiency. JCI Insight 2023; 8:e170105. [PMID: 37906280 PMCID: PMC10795835 DOI: 10.1172/jci.insight.170105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 10/25/2023] [Indexed: 11/02/2023] Open
Abstract
Diabetes commonly affects patients with cancer. We investigated the influence of diabetes on breast cancer biology using a 3-pronged approach that included analysis of orthotopic human tumor xenografts, patient tumors, and breast cancer cells exposed to diabetes/hyperglycemia-like conditions. We aimed to identify shared phenotypes and molecular signatures by investigating the metabolome, transcriptome, and tumor mutational burden. Diabetes and hyperglycemia did not enhance cell proliferation but induced mesenchymal and stem cell-like phenotypes linked to increased mobility and odds of metastasis. They also promoted oxyradical formation and both a transcriptome and mutational signatures of DNA repair deficiency. Moreover, food- and microbiome-derived metabolites tended to accumulate in breast tumors in the presence of diabetes, potentially affecting tumor biology. Breast cancer cells cultured under hyperglycemia-like conditions acquired increased DNA damage and sensitivity to DNA repair inhibitors. Based on these observations, we conclude that diabetes-associated breast tumors may show an increased drug response to DNA damage repair inhibitors.
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Affiliation(s)
- Gatikrushna Panigrahi
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Julián Candia
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
- Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, NIH, Baltimore, Maryland, USA
| | - Tiffany H. Dorsey
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Wei Tang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
- Data Science & Artificial Intelligence, R&D, AstraZeneca, Gaithersburg, Maryland, USA
| | - Yuuki Ohara
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Jung S. Byun
- Division of Intramural Research, National Institute of Minority Health and Health Disparities, NIH, Bethesda, Maryland, USA
| | - Tsion Zewdu Minas
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Amy Zhang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Anuoluwapo Ajao
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Ashley Cellini
- Department of Pathology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Harris G. Yfantis
- Department of Pathology, University of Maryland Medical Center and Veterans Affairs Maryland Care System, Baltimore, Maryland, USA
| | - Amy L. Flis
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Dean Mann
- Department of Pathology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Olga Ioffe
- Department of Pathology, University of Maryland Medical Center, Baltimore, Maryland, USA
| | - Xin W. Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
- Liver Cancer Program, Center for Cancer Research, NCI, NIH, Bethesda, Maryland, USA
| | - Huaitian Liu
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
| | - Christopher A. Loffredo
- Cancer Prevention and Control Program, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Anna Maria Napoles
- Division of Intramural Research, National Institute of Minority Health and Health Disparities, NIH, Bethesda, Maryland, USA
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, Maryland, USA
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Zhu H, Ma H, Dong N, Wu M, Li D, Liu L, Shi Q, Ju X. 1,5-Anhydroglucitol promotes pre-B acute lymphocytic leukemia progression by driving glycolysis and reactive oxygen species formation. BMC Cancer 2023; 23:122. [PMID: 36747147 PMCID: PMC9903573 DOI: 10.1186/s12885-023-10589-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 01/30/2023] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Precursor B-cell acute lymphoblastic leukemia (pre-B ALL) is the most common hematological malignancy in children. Cellular metabolic reorganization is closely related to the progression and treatment of leukemia. We found that the level of 1,5-anhydroglucitol (1,5-AG), which is structurally similar to glucose, was elevated in children with pre-B ALL. However, the effect of 1,5-AG on pre-B ALL was unclear. Here, we aimed to reveal the roles and mechanisms of 1,5-AG in pre-B ALL progression. METHODS The peripheral blood plasma level of children with initial diagnosis of pre-B ALL and that of healthy children was measured using untargeted metabolomic analysis. Cell Counting Kit-8 assay, RNA sequencing, siRNA transfection, real-time quantitative PCR, and western blot were performed using pre-B ALL cell lines Reh and HAL-01. Cell cycle, cell apoptosis, ROS levels, and the positivity rate of CD19 were assessed using flow cytometry. Oxygen consumption rates and extracellular acidification rate were measured using XFe24 Extracellular Flux Analyzer. The lactate and nicotinamide adenine dinucleotide phosphate levels were measured using kits. The effect of 1,5-AG on pre-B ALL progression was verified using the In Vivo Imaging System in a xenotransplantation leukemia model. RESULTS We confirmed that 1,5-AG promoted the proliferation, viability, and intracellular glycolysis of pre-B ALL cells. Mechanistically, 1,5-AG promotes glycolysis while inhibiting mitochondrial respiration by upregulating pyruvate dehydrogenase kinase 4 (PDK4). Furthermore, high levels of intracellular glycolysis promote pre-B ALL progression by activating the reactive oxygen species (ROS)-dependent mitogen-activated protein kinase/extracellular signal-regulated kinase (MAPK/ERK) pathway. Conversely, N-acetylcysteine or vitamin C, an antioxidant, effectively inhibited 1,5-AG-mediated progression of leukemia cells. CONCLUSIONS Our study reveals a previously undiscovered role of 1,5-AG in pre-B ALL, which contributes to an in-depth understanding of anaerobic glycolysis in the progression of pre-B ALL and provides new targets for the clinical treatment of pre-B ALL.
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Affiliation(s)
- Huasu Zhu
- grid.452402.50000 0004 1808 3430Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Huixian Ma
- grid.452402.50000 0004 1808 3430Laboratory of Cryomedicine, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Na Dong
- grid.452402.50000 0004 1808 3430Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Min Wu
- grid.452402.50000 0004 1808 3430Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Dong Li
- grid.452402.50000 0004 1808 3430Laboratory of Cryomedicine, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Linghong Liu
- grid.452402.50000 0004 1808 3430Laboratory of Cryomedicine, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Qing Shi
- grid.452402.50000 0004 1808 3430Laboratory of Cryomedicine, Qilu Hospital of Shandong University, Jinan, 250012 Shandong Province China
| | - Xiuli Ju
- Department of Pediatrics, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China. .,Laboratory of Cryomedicine, Qilu Hospital of Shandong University, Jinan, 250012, Shandong Province, China.
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