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Yang D, Yang L, Cai J, Li H, Xing Z, Hou Y. Phosphoinositide 3-kinase/Akt and its related signaling pathways in the regulation of tumor-associated macrophages polarization. Mol Cell Biochem 2022; 477:2469-2480. [PMID: 35590082 DOI: 10.1007/s11010-022-04461-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 04/28/2022] [Indexed: 12/24/2022]
Abstract
Tumor-associated macrophages (TAMs) are a type of functionally plastic immune cell population in tumor microenvironment (TME) and mainly polarized into two phenotypes: M2 and M1-like TAMs. The M2-like TAMs could stimulate tumor growth and metastasis, tissue remodeling and immune-suppression, whereas M1-like TAMs could initiate immune response to dampen tumor progression. TAMs with different polarization phenotypes can produce various kinds of cytokines, chemokines and growth factors to regulate immunity and inflammatory responses. It is an effective method to treat cancer through ameliorating TME and modulating TAMs by converting M2 into M1-like phenotype. However, intracellular signaling mechanisms underlying TAMs polarization are largely undefined. Phosphoinositide 3-kinase (PI3K)/Akt is an important signaling pathway participating in M2-like TAMs polarization, survival, growth, proliferation, differentiation, apoptosis and cytoskeleton rearrangement. In the present review, we analyzed the mechanism of TAMs polarization focusing on PI3K/Akt and its downstream mitogen‑activated protein kinase (MAPK) as well as nuclear factor kappa B (NF-κB) signaling pathways, thus provides the first evidence of intracellular targets for cancer immunotherapy.
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Affiliation(s)
- Depeng Yang
- School of Life Sciences and Technology, Harbin Institute of Technology, Harbin, 150001, Heilongjiang, China
| | - Lijun Yang
- School of Life Sciences and Technology, Harbin Institute of Technology, Harbin, 150001, Heilongjiang, China
| | - Jialing Cai
- School of Life Sciences and Technology, Harbin Institute of Technology, Harbin, 150001, Heilongjiang, China
| | - Huaxin Li
- School of Life Sciences and Technology, Harbin Institute of Technology, Harbin, 150001, Heilongjiang, China
| | - Zheng Xing
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, 100191, China
| | - Ying Hou
- Institute of Basic and Translational Medicine, Shaanxi Key Laboratory of Ischemic Cardiovascular Disease, Shaanxi Key Laboratory of Brain Disorders, Xi'an Medical University, Xi'an, 710021, Shaanxi, China.
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2
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Krieg D, Winter G, Svilenov HL. It is never too late for a cocktail - Development and analytical characterization of fixed-dose antibody combinations. J Pharm Sci 2022; 111:2149-2157. [DOI: 10.1016/j.xphs.2022.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 05/13/2022] [Accepted: 05/13/2022] [Indexed: 11/24/2022]
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3
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Georgiou A, Stewart A, Vlachogiannis G, Pickard L, Valeri N, Cunningham D, Whittaker SR, Banerji U. A phospho-proteomic study of cetuximab resistance in KRAS/NRAS/BRAF V600 wild-type colorectal cancer. Cell Oncol (Dordr) 2021; 44:1197-1206. [PMID: 34462871 PMCID: PMC8516765 DOI: 10.1007/s13402-021-00628-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/27/2021] [Indexed: 12/02/2022] Open
Abstract
PURPOSE We hypothesised that plasticity in signal transduction may be a mechanism of drug resistance and tested this hypothesis in the setting of cetuximab resistance in patients with KRAS/NRAS/BRAFV600 wild-type colorectal cancer (CRC). METHODS A multiplex antibody-based platform was used to study simultaneous changes in signal transduction of 55 phospho-proteins in 12 KRAS/NRAS/BRAFV600 wild-type CRC cell lines (6 cetuximab sensitive versus 6 cetuximab resistant) following 1 and 4 h in vitro cetuximab exposure. We validated our results in CRC patient samples (n = 4) using ex vivo exposure to cetuximab in KRAS/NRAS/BRAFV600 cells that were immunomagnetically separated from the serous effusions of patients with known cetuximab resistance. RESULTS Differences in levels of phospho-proteins in cetuximab sensitive and resistant cell lines included reductions in phospho-RPS6 and phospho-PRAS40 in cetuximab sensitive, but not cetuximab resistant cell lines at 1 and 4 h, respectively. In addition, phospho-AKT levels were found to be elevated in 3/4 patient samples following ex vivo incubation with cetuximab for 1 h. We further explored these findings by studying the effects of combinations of cetuximab and two PI3K pathway inhibitors in 3 cetuximab resistant cell lines. The addition of PI3K pathway inhibitors to cetuximab led to a significantly higher reduction in colony formation capacity compared to cetuximab alone. CONCLUSION Our findings suggest activation of the PI3K pathway as a mechanism of cetuximab resistance in KRAS/NRAS/BRAFV600 wild-type CRC.
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Affiliation(s)
- Alexandros Georgiou
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK.
| | - Adam Stewart
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Georgios Vlachogiannis
- Division of Molecular Pathology, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Lisa Pickard
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Nicola Valeri
- Division of Molecular Pathology, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - David Cunningham
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Steven R Whittaker
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK
| | - Udai Banerji
- Division of Cancer Therapeutics, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
- Division of Clinical Studies, The Institute of Cancer Research, Sycamore House, Downs Road, London, SM2 5PT, UK.
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4
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Zahavi D, Weiner L. Monoclonal Antibodies in Cancer Therapy. Antibodies (Basel) 2020; 9:E34. [PMID: 32698317 PMCID: PMC7551545 DOI: 10.3390/antib9030034] [Citation(s) in RCA: 350] [Impact Index Per Article: 70.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/11/2020] [Accepted: 07/04/2020] [Indexed: 12/19/2022] Open
Abstract
Monoclonal antibody-based immunotherapy is now considered to be a main component of cancer therapy, alongside surgery, radiation, and chemotherapy. Monoclonal antibodies possess a diverse set of clinically relevant mechanisms of action. In addition, antibodies can directly target tumor cells while simultaneously promoting the induction of long-lasting anti-tumor immune responses. The multifaceted properties of antibodies as a therapeutic platform have led to the development of new cancer treatment strategies that will have major impacts on cancer care. This review focuses on the known mechanisms of action, current clinical applications for the treatment of cancer, and mechanisms of resistance of monoclonal antibody therapy. We further discuss how monoclonal antibody-based strategies have moved towards enhancing anti-tumor immune responses by targeting immune cells instead of tumor antigens as well as some of the current combination therapies.
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Affiliation(s)
- David Zahavi
- Tumor Biology Training Program, Lombardi Comprehensive Cancer Center, Georgetown University, Medical Center, 3800 Reservoir Rd NW, Washington, DC 20007, USA;
| | - Louis Weiner
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Medical Center, 3800 Reservoir Rd NW, Washington, DC 20007, USA
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5
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Tintelnot J, Baum N, Schultheiß C, Braig F, Trentmann M, Finter J, Fumey W, Bannas P, Fehse B, Riecken K, Schuetze K, Bokemeyer C, Rösner T, Valerius T, Peipp M, Koch-Nolte F, Binder M. Nanobody Targeting of Epidermal Growth Factor Receptor (EGFR) Ectodomain Variants Overcomes Resistance to Therapeutic EGFR Antibodies. Mol Cancer Ther 2019; 18:823-833. [PMID: 30824613 DOI: 10.1158/1535-7163.mct-18-0849] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Revised: 11/30/2018] [Accepted: 02/22/2019] [Indexed: 11/16/2022]
Abstract
Epidermal growth factor receptor (EGFR) ectodomain variants mediating primary resistance or secondary treatment failure in cancer patients treated with cetuximab or panitumumab support the need for more resistance-preventive or personalized ways of targeting this essential pathway. Here, we tested the hypothesis that the EGFR nanobody 7D12 fused to an IgG1 Fc portion (7D12-hcAb) would overcome EGFR ectodomain-mediated resistance because it targets a very small binding epitope within domain III of EGFR. Indeed, we found that 7D12-hcAb bound and inhibited all tested cell lines expressing common resistance-mediating EGFR ectodomain variants. Moreover, we assessed receptor functionality and binding properties in synthetic mutants of the 7D12-hcAb epitope to model resistance to 7D12-hcAb. Because the 7D12-hcAb epitope almost completely overlaps with the EGF-binding site, only position R377 could be mutated without simultaneous loss of receptor functionality, suggesting a low risk of developing secondary resistance toward 7D12-hcAb. Our binding data indicated that if 7D12-hcAb resistance mutations occurred in position R377, which is located within the cetuximab and panitumumab epitope, cells expressing these receptor variants would retain sensitivity to these antibodies. However, 7D12-hcAb was equally ineffective as cetuximab in killing cells expressing the cetuximab/panitumumab-resistant aberrantly N-glycosylated EGFR R521K variant. Yet, this resistance could be overcome by introducing mutations into the Fc portion of 7D12-hcAb, which enhanced immune effector functions and thereby allowed killing of cells expressing this variant. Taken together, our data demonstrate a broad range of activity of 7D12-hcAb across cells expressing different EGFR variants involved in primary and secondary EGFR antibody resistance.
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Affiliation(s)
- Joseph Tintelnot
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Natalie Baum
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Christoph Schultheiß
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Friederike Braig
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marie Trentmann
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Johannes Finter
- Department of Pediatrics, Center for Obstetrics and Pediatrics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - William Fumey
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.,Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Peter Bannas
- Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Boris Fehse
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kristoffer Riecken
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Kerstin Schuetze
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.,Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Carsten Bokemeyer
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Thies Rösner
- Division of Stem Cell Transplantation and Immunotherapy, Department of Internal Medicine ll, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Thomas Valerius
- Division of Stem Cell Transplantation and Immunotherapy, Department of Internal Medicine ll, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Matthias Peipp
- Division of Stem Cell Transplantation and Immunotherapy, Department of Internal Medicine ll, Christian-Albrechts-University Kiel, Kiel, Germany
| | - Friedrich Koch-Nolte
- Institute of Immunology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Mascha Binder
- Department of Oncology and Hematology, BMT with section Pneumology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
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Grzeschik J, Yanakieva D, Roth L, Krah S, Hinz SC, Elter A, Zollmann T, Schwall G, Zielonka S, Kolmar H. Yeast Surface Display in Combination with Fluorescence‐activated Cell Sorting Enables the Rapid Isolation of Antibody Fragments Derived from Immunized Chickens. Biotechnol J 2018; 14:e1800466. [DOI: 10.1002/biot.201800466] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Revised: 10/11/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Julius Grzeschik
- Institute for Organic Chemistry and BiochemistryTechnische Universität DarmstadtAlarich‐Weiss‐Strasse 4D‐64287 DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Desislava Yanakieva
- Institute for Organic Chemistry and BiochemistryTechnische Universität DarmstadtAlarich‐Weiss‐Strasse 4D‐64287 DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Lukas Roth
- Protein Engineering and Antibody TechnologiesMerck KGaAFrankfurter Strasse 250, D‐64293DarmstadtGermany
| | - Simon Krah
- Protein Engineering and Antibody TechnologiesMerck KGaAFrankfurter Strasse 250, D‐64293DarmstadtGermany
| | - Steffen C. Hinz
- Institute for Organic Chemistry and BiochemistryTechnische Universität DarmstadtAlarich‐Weiss‐Strasse 4D‐64287 DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Adrian Elter
- Institute for Organic Chemistry and BiochemistryTechnische Universität DarmstadtAlarich‐Weiss‐Strasse 4D‐64287 DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Tina Zollmann
- Science RelationsMerck KGaAFrankfurter Strasse 250, D‐64293DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Gerhard Schwall
- Science RelationsMerck KGaAFrankfurter Strasse 250, D‐64293DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
| | - Stefan Zielonka
- Protein Engineering and Antibody TechnologiesMerck KGaAFrankfurter Strasse 250, D‐64293DarmstadtGermany
| | - Harald Kolmar
- Institute for Organic Chemistry and BiochemistryTechnische Universität DarmstadtAlarich‐Weiss‐Strasse 4D‐64287 DarmstadtGermany
- Merck Lab @ Technische Universität DarmstadtAlarich‐Weiss‐Strasse 8, D‐64287DarmstadtGermany
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7
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Iemoto T, Nishiumi S, Kobayashi T, Fujigaki S, Hamaguchi T, Kato K, Shoji H, Matsumura Y, Honda K, Yoshida M. Serum level of octanoic acid predicts the efficacy of chemotherapy for colorectal cancer. Oncol Lett 2018; 17:831-842. [PMID: 30655836 PMCID: PMC6312949 DOI: 10.3892/ol.2018.9731] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Accepted: 09/19/2018] [Indexed: 12/18/2022] Open
Abstract
The survival times of patients with advanced colorectal cancer (CRC) have increased due to the introduction of chemotherapy involving irinotecan and cetuximab. However, further studies are required on the effective pretreatment methods for identifying patients with CRC who would respond to particular treatments. The aim of the present study was to identify biomarkers for predicting the efficacy of chemotherapy for CRC. A total of 123 serum samples were collected from 31 patients with CRC just prior to each of the first four rounds of chemotherapy. Serum metabolome analysis was performed using a multiplatform metabolomics system, and univariate Cox regression hazards analysis of the time to disease progression was conducted. Octanoic acid and 1,5-anhydro-D-glucitol were identified as biomarker candidates. In addition, the serum level of octanoic acid was indicated to be significantly associated with the time to disease progression (hazard ratio, 3.3; 95% confidence interval, 1.099–11.840; P=0.033). The serum levels of fatty acids, in particular polyunsaturated fatty acids, tended to be downregulated in the partial response group. The findings of the present study suggest that the serum level of octanoic acid may serve as a useful predictor for the prognosis of CRC.
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Affiliation(s)
- Takao Iemoto
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Shin Nishiumi
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Takashi Kobayashi
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Seiji Fujigaki
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan
| | - Tetsuya Hamaguchi
- Division of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Ken Kato
- Division of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Hirokazu Shoji
- Division of Gastrointestinal Medical Oncology, National Cancer Center Hospital, Tokyo 104-0045, Japan
| | - Yasuhiro Matsumura
- Division of Developmental Therapeutics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Chiba 277-8577, Japan
| | - Kazufumi Honda
- Division of Chemotherapy and Clinical Research, National Cancer Center Research Institute, Tokyo 104-0045, Japan
| | - Masaru Yoshida
- Division of Gastroenterology, Department of Internal Medicine, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan.,Division of Metabolomics Research, Department of Internal Related, Kobe University Graduate School of Medicine, Kobe, Hyogo 650-0017, Japan.,AMED-CREST, AMED, Kobe, Hyogo 650-0017, Japan
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8
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Wiesweg M, Reis H, Köster T, Goetz M, Worm K, Herold T, Paul A, Dechêne A, Schumacher B, Markus P, Virchow I, Kostbade K, Wolf N, Zaun G, Metzenmacher M, Schmid KW, Schuler M, Kasper S. Phosphorylation of p70 Ribosomal Protein S6 Kinase β-1 is an Independent Prognostic Parameter in Metastatic Colorectal Cancer. Clin Colorectal Cancer 2018. [PMID: 29526493 DOI: 10.1016/j.clcc.2018.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Deregulation of signal transduction pathways plays a critical role in oncogenesis of colorectal cancer (CRC) and directly affects sensitivity to targeted therapies. Against this background we developed a comprehensive biomarker profiling program including markers of downstream signaling to study their association with clinical outcomes. PATIENTS AND METHODS A prospectively studied cohort of 160 patients with metastatic CRC was included. Standard diagnostic workup included mutational analyses of Kirsten rat sarcoma viral oncogene homolog (KRAS), neuroblastoma RAS viral oncogene homolog (NRAS), and v-Raf murine sarcoma viral oncogene homolog B (BRAF). In addition, markers of mitogen-activated protein kinase (MAPK), phosphatidylinositol 3-kinase/protein kinase B (PI3K/AKT) and mammalian target of rapamycin pathway activation (phosphorylation of extracellular signal-regulated kinase [ERK], AKT, and p70 ribosomal protein S6 kinase β-1 [p70S6K]) were studied using standardized immunohistochemistry. RESULTS There was a significant correlation between markers of ERK and AKT activation in the full cohort. In addition, phosphorylation of p70S6K correlated strongly with ERK and AKT phosphorylation and primary tumor localization in the right colon. Subgroup analyses specified these correlations to patients with all-RAS wild type tumors. In contrast, tumors harboring RAS mutations predominantly exhibited ERK phosphorylation. Interestingly, patients with CRC showing high p70S6K phosphorylation (highest quartile) had a significantly inferior overall survival (hazard ratio [HR], 2.4; P = .002) irrespective of RAS mutational status. This effect remained significant in multivariate analysis (P = .002). A patient subgroup characterized by high p70S6K phosphorylation and right-sided primary tumors had a particularly poor prognosis with a dramatically inferior overall survival (HR, 5.2; P < .001). Patients with right-sided primary tumor and low p70S6K phosphorylation had responses to anti-epidermal growth factor receptor antibody-based therapies and overall survival similar to patients with left-sided primary tumors. CONCLUSION High phosphorylation of p70S6K is a novel, independent biomarker for poor prognosis, in particular in patients with right-sided primary tumors.
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Affiliation(s)
- Marcel Wiesweg
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Henning Reis
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Tobias Köster
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Moritz Goetz
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Karl Worm
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Thomas Herold
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Andreas Paul
- Department of General, Visceral and Transplantation Surgery, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Alexander Dechêne
- Department of Gastroenterology and Hepatology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | | | - Peter Markus
- Department of General, Visceral and Trauma Surgery, Elisabeth Hospital Essen, Essen, Germany
| | - Isabel Virchow
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Karina Kostbade
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Nathalie Wolf
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Gregor Zaun
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Martin Metzenmacher
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Kurt W Schmid
- Institute of Pathology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany; German Cancer Consortium, Partner Site University Hospital Essen, Essen, Germany
| | - Martin Schuler
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany; German Cancer Consortium, Partner Site University Hospital Essen, Essen, Germany
| | - Stefan Kasper
- Department of Medical Oncology, West German Cancer Center, University Hospital Essen, University Duisburg-Essen, Essen, Germany; German Cancer Consortium, Partner Site University Hospital Essen, Essen, Germany.
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