Lekha Mikkilineni1, Diana Whitaker-Menezes2, Marina Domingo-Vidal2, John Sprandio3, Paola Avena4, Paolo Cotzia5, Alina Dulau-Florea6, Jerald Gong7, Guldeep Uppal7, Tingting Zhan8, Benjamin Leiby8, Zhao Lin2, Barbara Pro9, Federica Sotgia10, Michael P Lisanti10, Ubaldo Martinez-Outschoorn11. 1. Department of Medical Oncology, National Cancer Institute, Bethesda, MD. 2. Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA. 3. Department of Medical Oncology, Chester County Memorial Hospital, West Chester, PA. 4. Department of Pharmacy and Health and Nutritional Sciences, University of Calabria, Calabria, Italy. 5. Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY. 6. Department of Pathology, National Institutes of Health, Bethesda, MD. 7. Department of Pathology, Thomas Jefferson University, Philadelphia, PA. 8. Department of Pharmacology and Experimental Therapeutics, Thomas Jefferson University, Philadelphia, PA. 9. Division of Medical Oncology, Northwestern University, Evanston, IL. 10. School of Environment and Life Sciences, University of Salford, Salford, UK. 11. Department of Medical Oncology, Thomas Jefferson University, Philadelphia, PA. Electronic address: ubaldo.martinez-outschoorn@jefferson.edu.
Abstract
BACKGROUND: Twenty percent of patients with classical Hodgkin Lymphoma (cHL) have aggressive disease defined as relapsed or refractory disease to initial therapy. At present we cannot identify these patients pre-treatment. The microenvironment is very important in cHL because non-cancer cells constitute the majority of the cells in these tumors. Non-cancer intra-tumoral cells, such as tumor-associated macrophages (TAMs) have been shown to promote tumor growth in cHL via crosstalk with the cancer cells. Metabolic heterogeneity is defined as high mitochondrial metabolism in some tumor cells and glycolysis in others. We hypothesized that there are metabolic differences between cancer cells and non-cancer tumor cells, such as TAMs and tumor-infiltrating lymphocytes in cHL and that greater metabolic differences between cancer cells and TAMs are associated with poor outcomes. METHODS: A case-control study was conducted with 22 tissue samples of cHL at diagnosis from a single institution. The case samples were from 11 patients with aggressive cHL who had relapsed after standard treatment with adriamycin, bleomycin, vinblastine, and dacarbazine (ABVD) or were refractory to this treatment. The control samples were from 11 patients with cHL who achieved a remission and never relapsed after ABVD. Reactive non-cancerous lymph nodes from four subjects served as additional controls. Samples were stained by immunohistochemistry for three metabolic markers: translocase of the outer mitochondrial membrane 20 (TOMM20), monocarboxylate transporter 1 (MCT1), and monocarboxylate transporter 4 (MCT4). TOMM20 is a marker of mitochondrial oxidative phosphorylation (OXPHOS) metabolism. Monocarboxylate transporter 1 (MCT1) is the main importer of lactate into cells and is a marker of OXPHOS. Monocarboxylate transporter 4 (MCT4) is the main lactate exporter out of cells and is a marker of glycolysis. The immunoreactivity for TOMM20, MCT1, and MCT4 was scored based on staining intensity and percentage of positive cells, as follows: 0 for no detectable staining in > 50% of cells; 1+ for faint to moderate staining in > 50% of cells, and 2+ for high or strong staining in > 50% of cells. RESULTS: TOMM20, MCT1, and MCT4 expression was significantly different in Hodgkin and Reed Sternberg (HRS) cells, which are the cancerous cells in cHL compared with TAMs and tumor-associated lymphocytes. HRS have high expression of TOMM20 and MCT1, while TAMs have absent expression of TOMM20 and MCT1 in all but two cases. Tumor-infiltrating lymphocytes have low TOMM20 expression and absent MCT1 expression. Conversely, high MCT4 expression was found in TAMs, but absent in HRS cells in all but one case. Tumor-infiltrating lymphocytes had absent MCT4 expression. Reactive lymph nodes in contrast to cHL tumors had low TOMM20, MCT1, and MCT4 expression in lymphocytes and macrophages. High TOMM20 and MCT1 expression in cancer cells with high MCT4 expression in TAMs is a signature of high metabolic heterogeneity between cancer cells and the tumor microenvironment. A high metabolic heterogeneity signature was associated with relapsed or refractory cHL with a hazard ratio of 5.87 (1.16-29.71; two-sided P < .05) compared with the low metabolic heterogeneity signature. CONCLUSION: Aggressive cHL exhibits features of metabolic heterogeneity with high mitochondrial metabolism in cancer cells and high glycolysis in TAMs, which is not seen in reactive lymph nodes. Future studies will need to confirm the value of these markers as prognostic and predictive biomarkers in clinical practice. Treatment intensity may be tailored in the future to the metabolic profile of the tumor microenvironment and drugs that target metabolic heterogeneity may be valuable in this disease.
BACKGROUND: Twenty percent of patients with classical Hodgkin Lymphoma (cHL) have aggressive disease defined as relapsed or refractory disease to initial therapy. At present we cannot identify these patients pre-treatment. The microenvironment is very important in cHL because non-cancer cells constitute the majority of the cells in these tumors. Non-cancer intra-tumoral cells, such as tumor-associated macrophages (TAMs) have been shown to promote tumor growth in cHL via crosstalk with the cancer cells. Metabolic heterogeneity is defined as high mitochondrial metabolism in some tumor cells and glycolysis in others. We hypothesized that there are metabolic differences between cancer cells and non-cancer tumor cells, such as TAMs and tumor-infiltrating lymphocytes in cHL and that greater metabolic differences between cancer cells and TAMs are associated with poor outcomes. METHODS: A case-control study was conducted with 22 tissue samples of cHL at diagnosis from a single institution. The case samples were from 11 patients with aggressive cHL who had relapsed after standard treatment with adriamycin, bleomycin, vinblastine, and dacarbazine (ABVD) or were refractory to this treatment. The control samples were from 11 patients with cHL who achieved a remission and never relapsed after ABVD. Reactive non-cancerous lymph nodes from four subjects served as additional controls. Samples were stained by immunohistochemistry for three metabolic markers: translocase of the outer mitochondrial membrane 20 (TOMM20), monocarboxylate transporter 1 (MCT1), and monocarboxylate transporter 4 (MCT4). TOMM20 is a marker of mitochondrial oxidative phosphorylation (OXPHOS) metabolism. Monocarboxylate transporter 1 (MCT1) is the main importer of lactate into cells and is a marker of OXPHOS. Monocarboxylate transporter 4 (MCT4) is the main lactate exporter out of cells and is a marker of glycolysis. The immunoreactivity for TOMM20, MCT1, and MCT4 was scored based on staining intensity and percentage of positive cells, as follows: 0 for no detectable staining in > 50% of cells; 1+ for faint to moderate staining in > 50% of cells, and 2+ for high or strong staining in > 50% of cells. RESULTS:TOMM20, MCT1, and MCT4 expression was significantly different in Hodgkin and Reed Sternberg (HRS) cells, which are the cancerous cells in cHL compared with TAMs and tumor-associated lymphocytes. HRS have high expression of TOMM20 and MCT1, while TAMs have absent expression of TOMM20 and MCT1 in all but two cases. Tumor-infiltrating lymphocytes have low TOMM20 expression and absent MCT1 expression. Conversely, high MCT4 expression was found in TAMs, but absent in HRS cells in all but one case. Tumor-infiltrating lymphocytes had absent MCT4 expression. Reactive lymph nodes in contrast to cHL tumors had low TOMM20, MCT1, and MCT4 expression in lymphocytes and macrophages. High TOMM20 and MCT1 expression in cancer cells with high MCT4 expression in TAMs is a signature of high metabolic heterogeneity between cancer cells and the tumor microenvironment. A high metabolic heterogeneity signature was associated with relapsed or refractory cHL with a hazard ratio of 5.87 (1.16-29.71; two-sided P < .05) compared with the low metabolic heterogeneity signature. CONCLUSION: Aggressive cHL exhibits features of metabolic heterogeneity with high mitochondrial metabolism in cancer cells and high glycolysis in TAMs, which is not seen in reactive lymph nodes. Future studies will need to confirm the value of these markers as prognostic and predictive biomarkers in clinical practice. Treatment intensity may be tailored in the future to the metabolic profile of the tumor microenvironment and drugs that target metabolic heterogeneity may be valuable in this disease.
Authors: Christian A Wurm; Daniel Neumann; Marcel A Lauterbach; Benjamin Harke; Alexander Egner; Stefan W Hell; Stefan Jakobs Journal: Proc Natl Acad Sci U S A Date: 2011-07-28 Impact factor: 11.205
Authors: Diana Whitaker-Menezes; Ubaldo E Martinez-Outschoorn; Neal Flomenberg; Ruth C Birbe; Agnieszka K Witkiewicz; Anthony Howell; Stephanos Pavlides; Aristotelis Tsirigos; Adam Ertel; Richard G Pestell; Paolo Broda; Carlo Minetti; Michael P Lisanti; Federica Sotgia Journal: Cell Cycle Date: 2011-12-01 Impact factor: 4.534
Authors: S A Pileri; S Ascani; L Leoncini; E Sabattini; P L Zinzani; P P Piccaluga; A Pileri; M Giunti; B Falini; G B Bolis; H Stein Journal: J Clin Pathol Date: 2002-03 Impact factor: 3.411
Authors: Yuxuan Liu; Ahmad Sattarzadeh; Arjan Diepstra; Lydia Visser; Anke van den Berg Journal: Semin Cancer Biol Date: 2013-07-15 Impact factor: 15.707
Authors: Mohamed A H Ahmed; Mohamed Hassan Ali; Hashem Hafez Abbas; Gamal Ali Elatrash; Abd AlRahman Mohammad Foda Journal: Pathol Oncol Res Date: 2018-10-31 Impact factor: 3.201