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Efficacy and immune mechanisms of cetuximab for the treatment of metastatic colorectal cancer

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Clinical Oncology and Cancer Research

Abstract

Cetuximab is a chimeric immunoglobulin G1 monoclonal antibody that targets the ligand-binding domain of the epidermal growth factor receptor and inhibits downstream intracellular signals. Research has shown that cetuximab can stimulate the autoimmune system and produce antibody-dependent cellular cytotoxicity and complement-dependent cytotoxicity reactions, which can recruit cytotoxic lymphocytes to attack and kill cancer cells. Cetuximab is mainly indicated for patients with epidermal growth factor receptor-positive metastatic colorectal cancer who fail to respond to both irinotecan- and oxaliplatin-based regimens. The efficacy and safety of cetuximab as monotherapy or in combination with other treatment options were evaluated in a series of phase II and phase III trials. Identifying the clinical and molecular markers that can predict which patient groups may best benefit from cetuximab treatment is key to improving patient outcomes and avoiding unnecessary toxicities and costs. Herein, we discuss the mechanisms of action by which cetuximab exerts its antitumor effects, as well as the possible clinical and molecular markers that may help predict therapeutic benefits for patients with metastatic colorectal cancer.

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Abbreviations

EGFR:

epidermal growth factor receptor

CDC:

complement-dependent cytotoxicity

mCRC:

metastatic colorectal cancer

mAb:

monoclonal antibody

ADCC:

antibody-dependent cellular cytotoxicity

TA:

tumor antigen

EGF:

epidermal growth factor

NK:

natural killer (cells)

DC:

dendritic cells

CTL:

cytotoxic lymphocyte

BSC:

best supportive care

OS:

overall survival

PFS:

progression-free survival

RR:

response rate

APC:

antigenpresenting cell

HLA:

human leukocyte antigen

References

  1. Harari PM, Epidermal growth factor receptor inhibition strategies in oncology, Endocrine-Related Cancer 2004; 11: 689–708.

    Article  PubMed  CAS  Google Scholar 

  2. Harari PM, Allen GW, Bonner JA: Biology of interactions: Antiepidermal growth factor receptor agents. J Clin Oncol 2007; 25: 4057–4065.

    Article  PubMed  CAS  Google Scholar 

  3. ErbituxH (cetuximab) Prescribing Information, ImClone Systems Incorporated and Bristol-Myers Squibb Company, NJ, USA, 2009.

  4. Bonner JA, Harari PM, Giralt J, et al. Radiotherapy plus cetuximab for squamous-cell carcinoma of the head and neck. N Engl J Med 2006; 354:567–578.

    Article  PubMed  CAS  Google Scholar 

  5. Bonner JA, Harari PM, Giralt J, et al. Radiotherapy plus cetux-imab for locoregionally advanced head and neck cancer: 5-year survival data from a phase 3 randomised trial, and relation between cetuximab-induced rash and survival. Lancet Oncol 2010; 11: 21–28.

    Article  PubMed  CAS  Google Scholar 

  6. Vermorken JB, Mesia R, Rivera F, et al. Platinum-based chemotherapy plus cetuximab in head and neck cancer. N Engl J Med 2008; 359: 1116–1127.

    Article  PubMed  CAS  Google Scholar 

  7. Jonker DJ, O’Callaghan CJ, Karapetis CS et al. Cetuximab for the treatment of colorectal cancer. N Engl J Med 2007; 357: 2040–2048.

    Article  PubMed  CAS  Google Scholar 

  8. Van Cutsem E, Köhne CH, Hitre E, et al. Cetuximab and chemotherapy as initial treatment for metastatic colorectal cancer. N Engl J Med. 2009; 360:1408–1417.

    Article  PubMed  Google Scholar 

  9. Lim R, Sun Y, Im SA, et al. Cetuximab plus irinotecan in pretreated metastatic colorectal cancer patients: the ELSIE study. World J Gastroenterol. 2011; 17:1879–1888

    Article  PubMed  CAS  Google Scholar 

  10. De Roock W, Claes B, Bernasconi D, et al. Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis. Lancet Oncol 2010; 11:753–762.

    Article  PubMed  Google Scholar 

  11. Linardou H, Briasoulis E, Dahabreh IJ, et al. All about KRAS for clinical oncology practice: Gene profile, clinical implications and laboratory recommendations for somatic mutational testing in colorectal cancer. Cancer Treat Rev 2011; 37:221–233.

    Article  PubMed  CAS  Google Scholar 

  12. Cunningham D, Humbltet Y, Siena S, et al. Cetuximab monotherapy and cetuximab plus irinotecan in irinotecan-refractory metastatic colorectal cancer. N Engl J Med 2004; 35: 337–345.

    Article  Google Scholar 

  13. Wu AA, Niparko KJ, Pai SI. Immunotherapy for head and neck cancer. J Biomed Sci 2008;15: 275–289.

    Article  PubMed  CAS  Google Scholar 

  14. Blumenschein GR Jr, Paulus R, Curran WJ, et al. Phase II Study of Cetuximab in Combination With Chemoradiation in Patients With Stage IIIA/B Non-Small-Cell Lung Cancer: RTOG 0324. J Clin Oncol 2011; 29: 2312–2318.

    Article  PubMed  CAS  Google Scholar 

  15. Campoli M, Ferris R, Ferrone S, et al. Immunotherapy of Malignant Disease with Tumor Antigen-Specific Monoclonal Antibodies. Clin Cancer Res 2010; 16: 11–20.

    Article  PubMed  CAS  Google Scholar 

  16. Lurje G, Lenz HJ. EGFR signaling and drug discovery. Oncology 2009; 77: 400–410.

    Article  PubMed  CAS  Google Scholar 

  17. Yarden Y. The EGFR family and its ligands in human cancer: signaling mechanisms and therapeutic opportunities. European Journal of Cancer 2001; 37Suppl 4:S3–S8.

    Article  PubMed  CAS  Google Scholar 

  18. Wells A. EGF receptor. Int J Biochem Cell Biol 1999; 31: 637–643.

    Article  PubMed  CAS  Google Scholar 

  19. Watanabe T, Shintani A, Nakata M, et al. Recombinant human betacellulin. Molecular structure, biological activities, and receptor interaction. J Biol Chem 1994; 269: 9966–9973.

    PubMed  CAS  Google Scholar 

  20. Toyoda H, Komurasaki T, Uchida D et al. Distribution of mRNA for human epiregulin, a differentially expressed member of the epidermal growth factor family. Biochem J 1997; 326( Pt 1): 69–75.

    PubMed  CAS  Google Scholar 

  21. Wiley HS. Trafficking of the ErbB receptors and its influence on signaling. Exp Cell Res 2003; 284: 78–88.

    Article  PubMed  CAS  Google Scholar 

  22. Qu CK. Role of the SHP-2 tyrosine phosphatase in cytokine-induced signaling and cellular response. Biochim Biophys Acta 2002; 1592: 297–301.

    Article  PubMed  CAS  Google Scholar 

  23. Cohen RB. Epidermal growth factor receptor as a therapeutic target in colorectal cancer. Clin Colorectal Cancer 2003; 2: 246–251.

    Article  PubMed  CAS  Google Scholar 

  24. Carpenter G, Cohen S. Epidermal growth factor. J Biol Chem 1990; 265: 7709–7712.

    PubMed  CAS  Google Scholar 

  25. Marshall J. Clinical implications of the mechanism of epidermal growth factor receptor inhibitors. Cancer 2006; 107: 1207–1218.

    Article  PubMed  CAS  Google Scholar 

  26. Nicholson RI, Gee JM, Harper ME. EGFR and cancer prognosis. European Journal of Cancer 2001; 37Suppl 4 S9–S15.

    Article  PubMed  CAS  Google Scholar 

  27. Arteaga CL. Epidermal growth factor receptor dependence in human tumors: more than just expression? Oncologist 2002; 7Suppl 4: 31–39.

    Article  PubMed  CAS  Google Scholar 

  28. Mendelsohn J, The epidermal growth factor receptor as a target for cancer therapy. 28 Mendelsohn J, The epidermal growth factor receptor as a target for cancer therapy. Endocr Relat Cancer 2001; 8: 3–9.

    Article  PubMed  CAS  Google Scholar 

  29. Mendelsohn J, Baselga J. Status of epidermal growth factor receptor antagonists in the biology and treatment of cancer. J Clin Oncol 2003; 21: 2787–2799.

    Article  PubMed  CAS  Google Scholar 

  30. Kim ES, Khuri FR, Herbst RS. Epidermal growth factor receptor biology (IMC-C225). Curr Opin Oncol 2001; 13: 506–513.

    Article  PubMed  CAS  Google Scholar 

  31. Goldstein NI, Prewett M, Zuklys K, et al. Biological efficacy of a chimeric antibody to the epidermal growth factor receptor in a human tumor xenograft model. Clin Cancer Res 1995; 1: 1311–1318.

    PubMed  CAS  Google Scholar 

  32. Mutsaers AJ, Francia G, Man S, et al. Dose-dependent increases in circulating TGF-alpha and other EGFR ligands act as pharmacodynamic markers for optimal biological dosing of cetuximab and are tumor independent. Clin Cancer Res 2009; 15: 2397–2405.

    Article  PubMed  CAS  Google Scholar 

  33. Prewett M, Rockwell P, Rockwell RF, et al. The biologic effects of C225, a chimeric monoclonal antibody to the EGFR, on human prostate carcinoma. J Immunother Emphasis Tumor Immunol 1996; 19: 419–427.

    Article  PubMed  CAS  Google Scholar 

  34. Fan Z, Shang BY, Lu Y, et al. Reciprocal changes in p27(Kip1) and p21(Cip1) in growth inhibition mediated by blockade or overstimulation of epidermal growth factor receptors. Clin Cancer Res 1997; 3: 1943–1948.

    PubMed  CAS  Google Scholar 

  35. Yang X, Jia XC, Corvalan JR, et al. Eradication of established tumors by a fully human monoclonal antibody to the epidermal growth factor receptor without concomitant chemotherapy. Cancer Res 1999; 59:1236–1243.

    PubMed  CAS  Google Scholar 

  36. Li S, Schmitz KR, Jeffrey PD, et al. Structural basis for inhibition of the epidermal growth factor receptor by cetuximab. Cancer Cell 2005; 7: 301–311.

    Article  PubMed  CAS  Google Scholar 

  37. Hsu YF, Ajona D, Corrales L, et al. Complement activation mediates cetuximab inhibition of non-small cell lung cancer tumor growth in vivo. Mol Cancer 2010; 9: 139.

    Article  PubMed  Google Scholar 

  38. Kim S, Grandis JR, Rinaldo A, et al. Emerging perspectives in epidermal growth factor receptor targeting in head and neck cancer. Head Neck 2008; 30: 667–674.

    Article  PubMed  Google Scholar 

  39. Lo pez-Albaitero A, Ferris RL. Immune activation by epidermal growth factor receptor specific monoclonal antibody therapy for head and neck cancer. Arch Otolaryngol Head Neck Surg 2007; 133: 1277–1281.

    Article  Google Scholar 

  40. Pander J, Heusinkveld M, Van der Straaten T, et al. Activation of tumor-promoting type 2 macrophages by EGFR-targeting antibody cetuximab. Clin Cancer Res 2011; 17: 5668–5673.

    Article  PubMed  CAS  Google Scholar 

  41. Lee SC, López-Albaitero A, Ferris RL. Immunotherapy of head and neck cancer using tumor antigen-specific monoclonal antibodies. Curr Oncol Rep 2009; 11: 156–162.

    Article  PubMed  CAS  Google Scholar 

  42. Cassard L, Cohen-Solal J, Camilleri-Broët S, et al. Fc gamma receptors and cancer. Springer Semin Immunopathol 2006; 28: 321–328.

    Article  PubMed  CAS  Google Scholar 

  43. Wang SY, Weiner G. Complement and cellular cytotoxicity in anti-body therapy of cancer. Expert Opin Biol Ther 2008; 8: 759–768.

    Article  PubMed  CAS  Google Scholar 

  44. Strome SE, Sausville EA, Mann D. A mechanistic perspective of monoclonal antibodies in cancer therapy beyond target-related effects. Oncologist 2007; 12: 1084–1095.

    Article  PubMed  CAS  Google Scholar 

  45. Kurai J, Chikumi H, Hashimoto K, et al. Antibodydependent cellular cytotoxicity mediated by cetuximab against lung cancer cell lines. Clin Cancer Res 2007; 135: 1552–1561.

    Article  Google Scholar 

  46. Correale P, Botta C, Cusi M, et al. Cetuximab +/− chemotherapy enhances dendritic cell-mediated phagocytosis of colon cancer cells and ignites a highly efficient colon cancer antigen-specific cytotoxic T-cell response in vitro. Int J Cancer 2011. doi: 10.1002/ijc.26181. [Epub ahead of print]

  47. Lee SC, Srivastava RM, López-Albaitero A, et al. Natural killer (NK):dendritic cell (DC) cross talk induced by therapeutic monoclonal antibody triggers tumor antigen-specific T cell immunity. Immunol Res 2011; 50: 248–254.

    Article  PubMed  CAS  Google Scholar 

  48. Toi M, Sperinde J, Huang W, et al. Differential survival following trastuzumab treatment based on quantitative HER2 expression and HER2 homodimers in a clinic-based cohort of patients with metastatic breast cancer. BMC Cancer 2010; 10: 56.

    Article  PubMed  Google Scholar 

  49. Chattopadhyay S, Chakraborty NG, Mukherji B. Regulatory T cells and tumor immunity. Cancer Immunol Immunother 2005; 54: 1153–1161.

    Article  PubMed  Google Scholar 

  50. Lo pez-Albaitero A, Lee SC, Morgan S, et al. Role of polymorphic Fc gamma receptor IIIa and EGFR expression level in cetuximab mediated, NK cell dependent in vitro cytotoxicity of head and neck squamous cell carcinoma cells. Cancer Immunol Immunother 2009; 58: 1853–1864.

    Article  CAS  Google Scholar 

  51. Kalinski P, Mailliard RB, Giermasz A, et al. Natural killerdendritic cell cross-talk in cancer immunotherapy. Expert Opin Biol Ther 2005; 5: 1303–1315.

    Article  PubMed  CAS  Google Scholar 

  52. Mailliard RB, Son YI, Redlinger R, et al. Dendritic cells mediate NK cell help for Th1 and CTL responses: Twosignal requirement for the induction of NK cell helper function. J Immunol 2003; 171: 2366–2373.

    PubMed  CAS  Google Scholar 

  53. Mailliard RB, Alber SM, Shen H, et al. IL-18-induced CD83CCR7 NK helper cells. J Exp Med 2005; 202: 941–953.

    Article  PubMed  CAS  Google Scholar 

  54. el-Shami K, Tirosh B, Bar-Haim E, et al. MHC class Irestricted epitope spreading in the context of tumor rejection following vaccination with a single immunodominant CTL epitope. Eur J Immunol 1999; 29: 3295–3301.

    Article  PubMed  CAS  Google Scholar 

  55. Gorter A, Meri S. Immune evasion of tumor cells using membrane-bound complement regulatory proteins. Immunol Today 1999; 20: 576–82.

    Article  PubMed  CAS  Google Scholar 

  56. Dechant M, Weisner W, Berger S, et al. Complementdependent tumor cell lysis triggered by combinations of epidermal growth factor receptor antibodies. Cancer Res 2008; 68: 4998–5003.

    Article  PubMed  CAS  Google Scholar 

  57. Saltz LB, Meropol NJ, Loehrer PJ Sr, et al. Phase II trial of cetuximab in patients with refractory colorectal cancer that expresses the epidermal growth factor receptor. J Clin Oncol 2004; 22: 1201–1208.

    Article  PubMed  CAS  Google Scholar 

  58. A phase II trial of FOLFOX6 and cetuximab in the first-line treatment of patients with metastatic colorectal cancer. Clin Colorectal Cancer 2010; 9: 102–107.

  59. Fakih M, Vincent M. Adverse events associated with anti-EGFR therapies for the treatment of metastatic colorectal cancer. Curr Oncol 2010; 17Suppl 1: S18–30.

    PubMed  Google Scholar 

  60. Mizota A, Shitara K, Kondo C, et al. Retrospective analysis of cetuximab monotherapy for patients with irinotecanintolerant metastatic colorectal cancer. Int J Clin Oncol 2011; 16: 416–420.

    Article  PubMed  CAS  Google Scholar 

  61. Van Cutsem E, Kohne CH, Lang I, et al. Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: updated analysis of overall survival according to tumor KRAS and BRAF mutation status. J Clin Oncol 2011; 29: 2011–2019.

    Article  PubMed  Google Scholar 

  62. Ocvirk J, Brodowicz T, Wrba F, et al. Cetuximab plus FOLFOX6 or FOLFIRI in metastatic colorectal cancer: CECOG trial. World J Gastroenterol 2010; 16: 3133–3143.

    Article  PubMed  CAS  Google Scholar 

  63. Bokemeyer C, Bondarenko I, Hartmann JT, et al. Efficacy according to biomarker status of cetuximab plus FOLFOX-4 as first-line treatment for metastatic colorectal cancer: the OPUS studym. Ann Oncol 2011; 22: 1535–1546.

    Article  PubMed  CAS  Google Scholar 

  64. Colucci G, Giuliani F, Garufi C, et al. Cetuximab plus FOLFOX-4 in untreated patients with advanced colorectal cancer: a Gruppo Oncologico dell’Italia Meridionale Multicenter phase II study. Oncology 2010; 79: 415–422.

    Article  PubMed  CAS  Google Scholar 

  65. Tol J, Koopman M, Cats A, et al. Chemotherapy, bevacizumab and cetuximab in metastatic colorectal cancer. N Engl J Med 2009; 360: 563–572.

    Article  PubMed  CAS  Google Scholar 

  66. Saltz LB, Lenz H, Hochster H, et al. Randomized Phase II trial of cetuximab/bevacizumab/irinotecan (CBI) versus cetuximab/bevacizumab (CB) in irinotecan-refractory colorectal cancer. Presented at the annual meeting of the American Society for Clinical Oncology, 2005. Abstract 3508.

  67. Reichert JM, Rosensweig CJ, Faden LB, et al. Monoclonal antibody successes in the clinic. Nat Biotechnol 2005; 23: 1073–1078.

    Article  PubMed  CAS  Google Scholar 

  68. Leibowitz MS, Nayak JV, Ferris RL. Head and neck cancer immunotherapy: clinical evaluation. Curr Oncol Rep 2008; 10: 162–169.

    Article  PubMed  CAS  Google Scholar 

  69. Zhang W, Gordon M, Schultheis AM, et al. FCGR2A and FCGR3A polymorphisms associated with clinical outcome of epidermal growth factor receptor expressing metastatic colorectal cancer patients treated with single-agent cetuximab. J Clin Oncol 2007; 25: 3712–3718.

    Article  PubMed  CAS  Google Scholar 

  70. Levy EM, Sycz G, Arriaga JM, et al. Cetuximab-mediated cellular cytotoxicity is inhibited by HLA-E membrane expression in colon cancer cells. Innate Immun 2009; 15: 91–100.

    Article  PubMed  CAS  Google Scholar 

  71. Diepstra A, Poppema S, Boot M, et al. HLA-G protein expression as a potential immune escape mechanism in classical Hodgkin’s lymphoma. Tissue Antigens. 2008; 71: 219–226.

    Article  PubMed  CAS  Google Scholar 

  72. Lin A, Yan WH, Xu HH, et al. HLA-G expression in human ovarian carcinoma counteracts NK cell function. Ann Oncol. 2007; 18: 1804–1809.

    Article  PubMed  CAS  Google Scholar 

  73. Onyango P. Genomics and cancer. Curr Opin Oncol 2002; 14: 79–85.

    Article  PubMed  CAS  Google Scholar 

  74. Neller MA, López JA, Schmidt CW. Antigens for cancer immunotherapy. Semin Immunol 2008; 20: 286–295.

    Article  PubMed  CAS  Google Scholar 

  75. Yarom N, Marginean C, Moyana T, et al. EGFR expression variance in paired colorectal cancer primary and metastatic tumors. Cancer Biol Ther 2010; 10: 416–421.

    Article  PubMed  CAS  Google Scholar 

  76. Bokemeyer C, Bondarenko I, Hartmann JT, et al. KRAS status and effcacy of frst-line treatment of patients with metastatic colorectal cancer (mCRC) with FOLFOX with or without cetuximab: The OPUS experience. J Clin Oncol 2008; 26suppl: 4000.

    Google Scholar 

  77. Van Cutsem E, Lang I, D’haens G, et al. KRAS status and effcacy in the first-line treatment of patients with metastatic colorectal cancer (mCRC) treated with FOLFIRI with or without cetuximab: The CRYSTAL experience. J Clin Oncol 2008; 26suppl: abstr2.

    Google Scholar 

  78. Khambata-Ford S, Garrett CR, Meropol NJ, et al. Expression of epiregulin and amphiregulin and K-ras mutation status predict disease control in metastatic colorectal cancer patients treated with cetuximab. J Clin Oncol 2007; 25: 3230–3237.

    Article  PubMed  CAS  Google Scholar 

  79. Amado RG, Wolf M, Peeters M, et al. Wild-type KRAS is required for panitumumab effcacy in patients with metastatic colorectal cancer. J Clin Oncol 2008; 26: 1626–1634.

    Article  PubMed  CAS  Google Scholar 

  80. Li-Xin Qiu, Chen Mao, Jian Zhang, et al. Predictive and prognostic value of KRAS mutations in metastatic colorectal cancer patients treated with cetuximab: A metaanalysis of 22 studies. Eur J Cancer 2010; 46: 2781–2787.

    Article  Google Scholar 

  81. Scartozzi M, Mandolesi A, Giampieri R, et al. The role of HER-3 expression in the prediction of clinical outcome for advanced colorectal cancer patients receiving irinotecan and cetuximab. Oncologist 2011; 16: 53–60.

    Article  PubMed  CAS  Google Scholar 

  82. Inno A, Salvatore MD, Cenci T, et al. Is There a Role for IGF1R and c-MET Pathways in Resistance to Cetuximab in Metastatic Colorectal Cancer? Clin Colorectal Cancer, 2011 May 11. [Epub ahead of print]

  83. De Roock W, Jonker DJ, Di Nicolantonio F, et al. Association of KRAS p.G13D mutation with outcome in patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab. JAMA 2010; 304: 1812–20.

    Article  PubMed  Google Scholar 

  84. Oden-Gangloff A, Di Fiore F, Bibeau F, et al. TP53 mutations predict disease control in metastatic colorectal cancer treated with cetuximab-based chemotherapy. Br J Cancer 2009; 100: 1330–35.

    Article  PubMed  CAS  Google Scholar 

  85. Hawkes E, Cunningham D. Relationship between colorectal cancer biomarkers and response to epidermal growth factor receptor monoclonal antibodies. J Clin Oncol 2010; 28: e529–531.

    Article  PubMed  Google Scholar 

  86. Scartozzi M, Bearzi I, Mandolesi A, et al. Epidermal growth factor receptor (EGFR) gene promoter methylation and cetuximab treatment in colorectal cancer patients. Br J Cancer 2011; 104: 1786–1790.

    Article  PubMed  CAS  Google Scholar 

  87. Saridaki Z, Tzardi M, Papadaki C, et al. Impact of KRAS, BRAF, PIK3CA mutations, PTEN, AREG, EREG expression and skin rash in > 2 line cetuximab-based therapy of colorectal cancer patients. PLoS One. 2011; 6: e15980.

    Article  PubMed  CAS  Google Scholar 

  88. Fakih M. Anti-EGFR monoclonal antibodies in metastatic colorectal cancer: time for an individualized approach? Expert Rev Anticancer Ther 2008; 8: 1471–1480.

    Article  PubMed  CAS  Google Scholar 

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Zhuang, H., Xue, Zy., Wang, L. et al. Efficacy and immune mechanisms of cetuximab for the treatment of metastatic colorectal cancer. Clin. Oncol. Cancer Res. 8, 207–214 (2011). https://doi.org/10.1007/s11805-011-0582-8

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  • DOI: https://doi.org/10.1007/s11805-011-0582-8

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