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Radiosensitivity nomogram based on circulating neutrophils in thoracic cancer

    Pingping Hu

    Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China

    Authors contributed equally

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    ,
    Qiqi Liu

    Department of Breast Surgery, Key Laboratory of Breast Cancer in Shanghai, Collaborative Innovation Center of Cancer Medicine, Fudan University Shanghai Cancer Center, Shanghai, 200030, PR China

    Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200030, PR China

    Authors contributed equally

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    ,
    Guodong Deng

    Department of Chemical Etiology & Carcinogenesis, Cancer Institute, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, 100021, PR China

    ,
    Jingxin Zhang

    Department of Radiation Oncology, Qilu Hospital of Shandong University, No.107 Culture Road, Jinan, 250021, PR China

    ,
    Ning Liang

    Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China

    ,
    Jian Xie

    Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China

    &
    Jiandong Zhang

    *Author for correspondence: Tel.: +86 531 135 8312 3486;

    E-mail Address: Jiandongzhang165@163.com

    Department of Radiation Oncology, Qianfoshan Hospital affiliated to Shandong University, Shandong University, 16766 Jingshi Road, Jinan, 250014, PR China

    Published Online:https://doi.org/10.2217/fon-2018-0398

    Aim: To evaluate the prediction ability of neutrophils and develop a nomogram on radiosensitivity in thoracic cancer patients. Methods: We retrospectively reviewed 398 lung and esophageal cancers patients who received external-beam radiotherapy or concurrent chemoradiotherapy as first-line therapy. Results: Logistic regression model showed that patients with low levels of neutrophil counts and/or TGF-β1 exhibited better radiation sensitivity. Furthermore, a nomogram was created to predict radiotherapy sensitivity. The combination of neutrophil count and TGF-β1 level was an independent prognostic factor for lung and esophageal cancers patients. Conclusion: The study developed a nomogram based on the levels of circulating neutrophils and TGF-β1. The prediction value in radiosensitivity and protumorigenic effect of neutrophils might owe to N2 tumor-associated neutrophils.

    Papers of special note have been highlighted as: • of interest; •• of considerable interest

    References

    • 1 Capocaccia R, Verdecchia A, Micheli A, Sant M, Gatta G, Berrino F. Breast cancer incidence and prevalence estimated from survival and mortality. Cancer Causes Control 1(1), 23–29 (1990).Crossref, Medline, CASGoogle Scholar
    • 2 Chen W, Zheng R, Baade PD et al. Cancer statistics in China, 2015. Cancer J. Clin. 66(2), 115–132 (2016).Crossref, MedlineGoogle Scholar
    • 3 Enzinger PC, Mayer RJ. Esophageal cancer. N. Engl. J. Med. 349(23), 2241–2252 (2003).Crossref, Medline, CASGoogle Scholar
    • 4 Heuvers ME, Stricker BH, Aerts JG. Generalizing lung-cancer screening results. N. Engl. J. Med. 366(2), 192–193 (2012).Crossref, Medline, CASGoogle Scholar
    • 5 Ferlay J, Shin HR, Bray F, Forman D, Mathers C, Parkin DM. Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008. Int. J. Cancer 127(12), 2893–2917 (2010).Crossref, Medline, CASGoogle Scholar
    • 6 Courrech Staal EF, Van Coevorden F, Cats A et al. Outcome of low-volume surgery for esophageal cancer in a high-volume referral center. Ann. Surg. Oncol. 16(12), 3219–3226 (2009).Crossref, MedlineGoogle Scholar
    • 7 Zhu S, Miao CW, Wang ZT, Peng L, Li B. Sensitivity value of hematological markers in patients receiving chemoradiotherapy for esophageal squamous cell carcinoma. Oncotargets Ther. 9, 6187–6193 (2016).Crossref, Medline, CASGoogle Scholar
    • 8 Pylaeva E, Lang S, Jablonska J. The essential role of type I interferons in differentiation and activation of tumor-associated neutrophils. Front. Immunol. 7, 629 (2016). •• Provides a review of how type I interferons influence the pro- and antitumor properties of neutrophils.Crossref, MedlineGoogle Scholar
    • 9 Matsumoto Y, Mabuchi S, Kozasa K et al. The significance of tumor-associated neutrophil density in uterine cervical cancer treated with definitive radiotherapy. Gynecol. Oncol. 145(3), 469–475 (2017).Crossref, MedlineGoogle Scholar
    • 10 Chao T, Furth EE, Vonderheide RH. CXCR2-dependent accumulation of tumor-associated neutrophils regulates T-cell immunity in pancreatic ductal adenocarcinoma. Cancer Immunol. Res. 4(11), 968–982 (2016).Crossref, Medline, CASGoogle Scholar
    • 11 Moses K, Brandau S. Human neutrophils: their role in cancer and relation to myeloid-derived suppressor cells. Semin. Immunol. 28(2), 187–196 (2016). • Provides some ideas about the relation of human neutrophils to myeloid-derived suppressor cells.Crossref, Medline, CASGoogle Scholar
    • 12 Shen M, Hu P, Donskov F, Wang G, Liu Q, Du J. Tumor-associated neutrophils as a new prognostic factor in cancer: a systematic review and meta-analysis. PLoS ONE 9(6), e98259 (2014).Crossref, MedlineGoogle Scholar
    • 13 Gentles AJ, Newman AM, Liu CL et al. The prognostic landscape of genes and infiltrating immune cells across human cancers. Nat. Med. 21(8), 938–945 (2015).Crossref, Medline, CASGoogle Scholar
    • 14 Carus A, Ladekarl M, Hager H, Nedergaard BS, Donskov F. Tumour-associated CD66b+ neutrophil count is an independent prognostic factor for recurrence in localised cervical cancer. Br. J. Cancer 108(10), 2116–2122 (2013).Crossref, Medline, CASGoogle Scholar
    • 15 Granot Z, Fridlender ZG. Plasticity beyond cancer cells and the ‘immunosuppressive switch’. Cancer Res. 75(21), 4441–4445 (2015). • Describes that the phenotypic or functional plasticity of tumor-associated neutrophil was capable to be modulated in the tumor environment.Crossref, Medline, CASGoogle Scholar
    • 16 Guasch G, Schober M, Pasolli HA, Conn EB, Polak L, Fuchs E. Loss of TGFβ signaling destabilizes homeostasis and promotes squamous cell carcinomas in stratified epithelia. Cancer Cell 12(4), 313–327 (2007).Crossref, Medline, CASGoogle Scholar
    • 17 Bentzen SM, Heeren G, Cottier B et al. Towards evidence-based guidelines for radiotherapy infrastructure and staffing needs in Europe: the ESTRO QUARTS project. Radiother. Oncol. 75(3), 355–365 (2005).Crossref, MedlineGoogle Scholar
    • 18 Siegel RL, Miller KD, Jemal A. Cancer statistics, 2015. Cancer J. Clin. 65(1), 5–29 (2015).Crossref, MedlineGoogle Scholar
    • 19 Shojaei F, Wu X, Zhong C et al. Bv8 regulates myeloid-cell-dependent tumour angiogenesis. Nature 450(7171), 825–831 (2007).Crossref, Medline, CASGoogle Scholar
    • 20 Steele CW, Karim SA, Leach JD et al. CXCR2 inhibition profoundly suppresses metastases and augments immunotherapy in pancreatic ductal adenocarcinoma. Cancer Cell 29(6), 832–845 (2016).Crossref, Medline, CASGoogle Scholar
    • 21 Wculek SK, Malanchi I. Neutrophils support lung colonization of metastasis-initiating breast cancer cells. Nature 528(7582), 413–417 (2015).Crossref, Medline, CASGoogle Scholar
    • 22 Spiegel A, Brooks MW, Houshyar S et al. Neutrophils suppress intraluminal NK cell-mediated tumor cell clearance and enhance extravasation of disseminated carcinoma cells. Cancer Discov. 6(6), 630–649 (2016).Crossref, Medline, CASGoogle Scholar
    • 23 Colombo MP, Lombardi L, Stoppacciaro A et al. Granulocyte colony-stimulating factor (G-CSF) gene transduction in murine adenocarcinoma drives neutrophil-mediated tumor inhibition in vivo. Neutrophils discriminate between G-CSF-producing and G-CSF-nonproducing tumor cells. J. Immunol. 149(1), 113–119 (1992).Medline, CASGoogle Scholar
    • 24 Nozawa H, Chiu C, Hanahan D. Infiltrating neutrophils mediate the initial angiogenic switch in a mouse model of multistage carcinogenesis. Proc. Natl Acad. Sci. USA 103(33), 12493–12498 (2006).Crossref, Medline, CASGoogle Scholar
    • 25 De Larco JE, Wuertz BR, Furcht LT. The potential role of neutrophils in promoting the metastatic phenotype of tumors releasing interleukin-8. Clin. Cancer Res. 10(15), 4895–4900 (2004).Crossref, Medline, CASGoogle Scholar
    • 26 Stromnes IM, Brockenbrough JS, Izeradjene K et al. Targeted depletion of an MDSC subset unmasks pancreatic ductal adenocarcinoma to adaptive immunity. Gut 63(11), 1769–1781 (2014).Crossref, Medline, CASGoogle Scholar
    • 27 Eash KJ, Greenbaum AM, Gopalan PK, Link DC. CXCR2 and CXCR4 antagonistically regulate neutrophil trafficking from murine bone marrow. J. Clin. Invest. 120(7), 2423–2431 (2010).Crossref, Medline, CASGoogle Scholar
    • 28 Liang W, Ferrara N. The complex role of neutrophils in tumor angiogenesis and metastasis. Cancer Immunol. Res. 4(2), 83–91 (2016).Crossref, Medline, CASGoogle Scholar
    • 29 Sionov RV, Fridlender ZG, Granot Z. The multifaceted roles neutrophils play in the tumor microenvironment. Cancer Microenviron. 8(3), 125–158 (2015).Crossref, Medline, CASGoogle Scholar
    • 30 Kusmartsev S, Nagaraj S, Gabrilovich DI. Tumor-associated CD8+ T cell tolerance induced by bone marrow-derived immature myeloid cells. J. Immunol. 175(7), 4583–4592 (2005).Crossref, Medline, CASGoogle Scholar
    • 31 Bettelli E, Carrier Y, Gao W et al. Reciprocal developmental pathways for the generation of pathogenic effector TH17 and regulatory T cells. Nature 441(7090), 235–238 (2006).Crossref, Medline, CASGoogle Scholar
    • 32 Fridlender ZG, Sun J, Kim S et al. Polarization of tumor-associated neutrophil phenotype by TGF-β: ‘N1’ versus ‘N2’ TAN. Cancer Cell 16(3), 183–194 (2009). •• Demonstrates that TGF-β within the tumor microenvironment induces a population of tumor-associated neutrophil with a protumor phenotype.Crossref, Medline, CASGoogle Scholar
    • 33 Ge R, Rajeev V, Ray P et al. Inhibition of growth and metastasis of mouse mammary carcinoma by selective inhibitor of transforming growth factor-β type I receptor kinase in vivo. Clin. Cancer Res. 12(14 Pt 1), 4315–4330 (2006).Crossref, Medline, CASGoogle Scholar
    • 34 Hu P, Shen M, Zhang P et al. Intratumoral neutrophil granulocytes contribute to epithelial–mesenchymal transition in lung adenocarcinoma cells. Tumor Biol. 36(10), 7789–7796 (2015).Crossref, Medline, CASGoogle Scholar
    • 35 Hu P, Wang G, Shen M et al. Intratumoral polymorphonuclear granulocyte is associated with poor prognosis in squamous esophageal cancer by promoting epithelial–mesenchymal transition. Future Oncol. 11(5), 771–783 (2015).Link, CASGoogle Scholar
    • 36 Chang L, Graham PH, Hao J et al. Emerging roles of radioresistance in prostate cancer metastasis and radiation therapy. Cancer Metast. Rev. 33(2–3), 469–496 (2014).Crossref, Medline, CASGoogle Scholar
    • 37 Singh A, Settleman J. EMT, cancer stem cells and drug resistance: an emerging axis of evil in the war on cancer. Oncogene 29(34), 4741–4751 (2010).Crossref, Medline, CASGoogle Scholar
    • 38 Gomez-Casal R, Bhattacharya C, Ganesh N et al. Non-small-cell lung cancer cells survived ionizing radiation treatment display cancer stem cell and epithelial–mesenchymal transition phenotypes. Mol. Cancer 12(1), 94 (2013).Crossref, Medline, CASGoogle Scholar
    • 39 Maione P, Rossi A, Di Maio M, Gridelli C. Tumor-related leucocytosis and chemotherapy-induced neutropenia: linked or independent prognostic factors for advanced non-small-cell lung cancer? Lung Cancer 66(1), 8–14 (2009).Crossref, MedlineGoogle Scholar
    • 40 Ownby HE, Roi LD, Isenberg RR, Brennan MJ. Peripheral lymphocyte and eosinophil counts as indicators of prognosis in primary breast cancer. Cancer 52(1), 126–130 (1983).Crossref, Medline, CASGoogle Scholar
    • 41 Nieto Y, Shpall EJ, McNiece IK et al. Prognostic analysis of early lymphocyte recovery in patients with advanced breast cancer receiving high-dose chemotherapy with an autologous hematopoietic progenitor cell transplant. Clin. Cancer Res. 10(15), 5076–5086 (2004).Crossref, Medline, CASGoogle Scholar
    • 42 Ding PR, An X, Zhang RX et al. Elevated preoperative neutrophil to lymphocyte ratio predicts risk of recurrence following curative resection for stage IIA colon cancer. Int. J. Colorectal. Dis. 25(12), 1427–1433 (2010).Crossref, MedlineGoogle Scholar
    • 43 Mabuchi S, Matsumoto Y, Hamasaki T et al. Elevated white blood cell count at the time of recurrence diagnosis is an indicator of short survival in patients with recurrent cervical cancer. Int. J. Gynecol. Cancer 22(9), 1545–1551 (2012).MedlineGoogle Scholar
    • 44 Zahorec R. Ratio of neutrophil to lymphocyte counts – rapid and simple parameter of systemic inflammation and stress in critically ill. Bratisl. Med. J. 102(1), 5–14 (2001).CASGoogle Scholar
    • 45 Mano Y, Shirabe K, Yamashita Y et al. Preoperative neutrophil-to-lymphocyte ratio is a predictor of survival after hepatectomy for hepatocellular carcinoma: a retrospective analysis. Ann. Surg. 258(2), 301–305 (2013).Crossref, MedlineGoogle Scholar
    • 46 Smith RA, Bosonnet L, Raraty M et al. Preoperative platelet-lymphocyte ratio is an independent significant prognostic marker in resected pancreatic ductal adenocarcinoma. Am. J. Surg. 197(4), 466–472 (2009).Crossref, MedlineGoogle Scholar
    • 47 Shimada H, Takiguchi N, Kainuma O et al. High preoperative neutrophil–lymphocyte ratio predicts poor survival in patients with gastric cancer. Gastric Cancer 13(3), 170–176 (2010).Crossref, MedlineGoogle Scholar
    • 48 Asano S, Urabe A, Okabe T, Sato N, Kondo Y. Demonstration of granulopoietic factor(s) in the plasma of nude mice transplanted with a human lung cancer and in the tumor tissue. Blood 49(5), 845–852 (1977). • First illustrates the G-CSF induction of cancer cells.Crossref, Medline, CASGoogle Scholar
    • 49 Mabuchi S, Matsumoto Y, Kawano M et al. Uterine cervical cancer displaying tumor-related leukocytosis: a distinct clinical entity with radioresistant feature. J. Natl Cancer. Inst. 106(7), 766–776 (2014). • Provides some ideas about the correlation of neutrophils with resistance to radiotherapy.CrossrefGoogle Scholar