The Pan-Immune-Inflammation-Value Predicts the Survival of Patients with Human Epidermal Growth Factor Receptor 2 (HER2)-Positive Advanced Breast Cancer Treated with First-Line Taxane-Trastuzumab-Pertuzumab

Francesca Ligorio, Giovanni Fucà, Emma Zattarin, Riccardo Lobefaro, Luca Zambelli, Rita Leporati, Carmen Rea, Gabriella Mariani, Giulia V Bianchi, Giuseppe Capri, Filippo de Braud, Claudio Vernieri, Francesca Ligorio, Giovanni Fucà, Emma Zattarin, Riccardo Lobefaro, Luca Zambelli, Rita Leporati, Carmen Rea, Gabriella Mariani, Giulia V Bianchi, Giuseppe Capri, Filippo de Braud, Claudio Vernieri

Abstract

Different peripheral blood parameters have emerged as prognostic biomarkers in breast cancer (BC), but their predictive role in Human Epidermal growth factor Receptor 2 positive (HER2+) advanced BC (aBC) patients receiving dual anti-HER2 blockade remains unclear. We evaluated the impact of the Pan-Immune-Inflammatory Value (PIV), defined as the product of peripheral blood neutrophil, platelet, and monocyte counts divided by lymphocyte counts, on the prognosis of HER2+ aBC patients treated with first line trastuzumab-pertuzumab-based biochemotherapy. We also evaluated the association between the neutrophil-to-lymphocyte ratio (NLR), the platelet-to-lymphocyte ratio (PLR), and the monocyte to lymphocyte ratio (MLR) and clinical outcomes. Cox regression models were used to estimate the impact of these variables, as well as of other clinically relevant covariates, on patient survival. We included 57 HER2+ aBC patients treated with taxane-trastuzumab-pertuzumab in our Institution. High baseline MLR, PLR, and PIV were similarly predictive of worse PFS at univariate analysis, but only high PIV was associated with a trend toward worse PFS at multivariable analysis. Regarding OS, both high PIV and MLR were associated with significantly worse patient survival at univariate analysis, but only the PIV was statistically significantly associated with worse overall survival at multivariable analysis (HR 7.96; 95% CI: 2.18-29.09). Our study reveals the PIV as a new and potent predictor of OS in HER2+ aBC patients treated with first line trastuzumab-pertuzumab-containing biochemotherapy. Prospective studies are needed to validate this new prognostic parameter in HER2+ aBC.

Keywords: HER2-positive breast cancer; MLR; NLR; PIV; PLR; trastuzumab + pertuzumab.

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Progression Free Survival according to baseline PIV, PLR, MLR and NLR values. Kaplan–Meier curves representing patient PFS according to baseline PIV (A), PLR (B), MLR (C), and NLR (D) categories. The median value of each parameter was used as a threshold for the definition of the parameter categories (high vs. low). PFS: Progression-free survival; PIV: Pan-Immune -Inflammation Value; MLR: monocyte to lymphocyte ratio; PLR: platelet to lymphocyte ratio. NLR: neutrophil to lymphocyte ratio. The I symbol indicates patients censored at the time of data cut off and analysis.
Figure 2
Figure 2
Overall Survival according to PIV, PLR, MLR, and NLR. Kaplan–Meier curves representing patient OS according to baseline PIV (A), PLR (B), MLR (C) and NLR (D) categories. The median value of each parameter was used as a threshold for the definition of the parameter categories (high vs. low). OS: Overall survival; PIV: Pan-Immune-Inflammation Value; MLR: monocyte to lymphocyte ratio; PLR: platelet to lymphocyte ratio. NLR: neutrophil to lymphocyte ratio. The I symbol indicates patients censored at the time of data cut off and analysis.

References

    1. Slamon D.J., Clark G.M., Wong S.G., Levin W.J., Ullrich A., McGuire W.L. Human breast cancer: Correlation of relapse and survival with amplification of the HER-2/neu oncogene. Science. 1987;235:177–182. doi: 10.1126/science.3798106.
    1. Slamon D.J., Godolphin W., Jones L.A., Holt J.A., Wong S.G., Keith D.E., Levin W.J., Stuart S.G., Udove J., Ullrich A., et al. Studies of the HER-2/neu proto-oncogene in human breast and ovarian cancer. Science. 1989;244:707–712. doi: 10.1126/science.2470152.
    1. Junttila T.T., Akita R.W., Parsons K., Fields C., Lewis Phillips G.D., Friedman L.S., Sampath D., Sliwkowski M.X. Ligand-independent HER2/HER3/PI3K complex is disrupted by trastuzumab and is effectively inhibited by the PI3K inhibitor GDC-0941. Cancer Cell. 2009;15:429–440. doi: 10.1016/j.ccr.2009.03.020.
    1. Hudis C.A. Trastuzumab--mechanism of action and use in clinical practice. N. Engl. J. Med. 2007;357:39–51. doi: 10.1056/NEJMra043186.
    1. Franklin M.C., Carey K.D., Vajdos F.F., Leahy D.J., De Vos A.M., Sliwkowski M.X. Insights into ErbB signaling from the structure of the ErbB2-pertuzumab complex. Cancer Cell. 2004;5:317–328. doi: 10.1016/S1535-6108(04)00083-2.
    1. Nahta R., Hung M.C., Esteva F.J. The HER-2-Targeting Antibodies Trastuzumab and Pertuzumab Synergistically Inhibit the Survival of Breast Cancer Cells. Cancer Res. 2004;64:2343–2346. doi: 10.1158/0008-5472.CAN-03-3856.
    1. Scheuer W., Friess T., Burtscher H., Bossenmaier B., Endl J., Hasmann M. Strongly. Enhanced antitumor activity of trastuzumab and pertuzumab combination treatment on HER2-positive human xenograft tumor models. Cancer Res. 2009;69:9330–9336. doi: 10.1158/0008-5472.CAN-08-4597.
    1. Swain S.M., Baselga J., Kim S.B., Ro J., Semiglazov V., Campone M., Ciruelos E., Ferrero J.M., Schneeweiss A., Heeson S., et al. Pertuzumab, trastuzumab, and docetaxel in HER2-positive metastatic breast cancer. N. Engl. J. Med. 2015;372:724–734. doi: 10.1056/NEJMoa1413513.
    1. Baselga J., Cortés J., Kim S.B., Im S.A., Hegg R., Im Y.H., Roman L., Pedrini J.L., Pienkowski T., Knott A., et al. Pertuzumab plus Trastuzumab plus Docetaxel for Metastatic Breast Cancer. N. Engl. J. Med. 2012;366:109–119. doi: 10.1056/NEJMoa1113216.
    1. Baselga J., Cortes J., Im S.A., Clark E., Ross G., Kiermaier A., Swain S.M. Biomarker analyses in CLEOPATRA: A phase III, placebo-controlled study of pertuzumab in human epidermal growth factor receptor 2-positive, first-line metastatic breast cancer. J. Clin. Oncol. 2014;32:3753–3761. doi: 10.1200/JCO.2013.54.5384.
    1. Loi S., Michiels S., Salgado R., Sirtaine N., Jose V., Fumagalli D., Kellokumpu-Lehtinen P.L., Bono P., Kataja V., Desmedt C., et al. Tumor infiltrating lymphocytes are prognostic in triple negative breast cancer and predictive for trastuzumab benefit in early breast cancer: Results from the FinHER trial. Ann. Oncol. 2014;25:1544–1550. doi: 10.1093/annonc/mdu112.
    1. Salgado R., Denkert C., Campbell C., Savas P., Nuciforo P., Aura C., De Azambuja E., Eidtmann H., Ellis C.E., Baselga J., et al. Tumor-Infiltrating Lymphocytes and Associations With Pathological Complete Response and Event-Free Survival in HER2-Positive Early-Stage Breast Cancer Treated With Lapatinib and Trastuzumab: A Secondary Analysis of the NeoALTTO Trial. JAMA Oncol. 2015;1:448–454. doi: 10.1001/jamaoncol.2015.0830.
    1. Denkert C., Von Minckwitz G., Brase J.C., Sinn B.V., Gade S., Kronenwett R., Pfitzner B.M., Salat C., Loi S., Schmitt W.D., et al. Tumor-infiltrating lymphocytes and response to neoadjuvant chemotherapy with or without carboplatin in human epidermal growth factor receptor 2-positive and triple-negative primary breast cancers. J. Clin. Oncol. 2015;33:983–991. doi: 10.1200/JCO.2014.58.1967.
    1. Luen S.J., Salgado R., Fox S., Savas P., Eng-Wong J., Clark E., Kiermaier A., Swain S.M., Baselga J., Michiels S., et al. Tumour-infiltrating lymphocytes in advanced HER2-positive breast cancer treated with pertuzumab or placebo in addition to trastuzumab and docetaxel: A retrospective analysis of the CLEOPATRA study. Lancet. Oncol. 2017;18:52–62. doi: 10.1016/S1470-2045(16)30631-3.
    1. Templeton A.J., McNamara M.G., Seruga B., Vera-Badillo F.E., Aneja P., Ocana A., Leibowitz-Amit R., Sonpavde G., Knox J.J., Tran B., et al. Prognostic role of neutrophil-to-lymphocyte ratio in solid tumors: A systematic review and meta-analysis. J. Natl. Cancer. Inst. 2014;106:dju124. doi: 10.1093/jnci/dju124.
    1. Templeton A.J., Ace O., McNamara M.G., Al-Mubarak M., Vera-Badillo F.E., Hermanns T., Seruga B., Ocana A., Tannock I.F., Amir E. Prognostic role of platelet to lymphocyte ratio in solid tumors: A systematic review and meta-analysis. Cancer Epidemiol. Biomark. Prev. 2014;23:1204–1212. doi: 10.1158/1055-9965.EPI-14-0146.
    1. Cucurull M., Felip E., Garcia J.J., Erasun C., Angelats L., Teruel I., Martinez-Román S., Hernández J., Esteve A., España S., et al. Prognostic value of monocyte to lymphocyte ratio (MLR) in epithelial ovarian cancer (EOC) J. Clin. Oncol. 2019;37:e17066. doi: 10.1200/JCO.2019.37.15_suppl.e17066.
    1. Ethier J.L., Desautels D., Templeton A., Shah P.S., Amir E. Prognostic role of neutrophil-to-lymphocyte ratio in breast cancer: A systematic review and meta-analysis. Breast Cancer Res. 2017;19:2. doi: 10.1186/s13058-016-0794-1.
    1. Wei B., Yao M., Xing C., Wang W., Yao J., Hong Y., Liu Y., Fu P. The neutrophil lymphocyte ratio is associated with breast cancer prognosis: An updated systematic review and meta-analysis. Onco. Targets. Ther. 2016;9:5567–5575. doi: 10.2147/OTT.S108419.
    1. Zhang M., Huang X.Z., Song Y.X., Gao P., Sun J.X., Wang Z.N. High Platelet-to-Lymphocyte Ratio Predicts Poor Prognosis and Clinicopathological Characteristics in Patients with Breast Cancer: A Meta-Analysis. Biomed Res. Int. 2017;2017:9503025. doi: 10.1155/2017/9503025.
    1. Geng S.K., Fu S.M., Fu Y.P., Zhang H.W. Neutrophil to lymphocyte ratio is a prognostic factor for disease free survival in patients with breast cancer underwent curative resection. Medicine (Baltimore) 2018;97:e11898. doi: 10.1097/MD.0000000000011898.
    1. Vernieri C., Mennitto A., Prisciandaro M., Huber V., Milano M., Rinaldi L., Cona M.S., Maggi C., Ferrari B., Manoukian S., et al. The neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios predict efficacy of platinum-based chemotherapy in patients with metastatic triple negative breast cancer. Sci. Rep. 2018;8:8703. doi: 10.1038/s41598-018-27075-z.
    1. Asano Y., Kashiwagi S., Onoda N., Noda S., Kawajiri H., Takashima T., Ohsawa M., Kitagawa S., Hirakawa K. Predictive Value of Neutrophil/Lymphocyte Ratio for Efficacy of Preoperative Chemotherapy in Triple-Negative Breast Cancer. Ann. Surg. Oncol. 2016;23:1104–1110. doi: 10.1245/s10434-015-4934-0.
    1. Chae S., Kang K.M., Kim H.J., Kang E., Park S.Y., Kim J.H., Kim S.H., Kim S.W., Kim E.K. Neutrophil-lymphocyte ratio predicts response to chemotherapy in triple-negative breast cancer. Curr. Oncol. 2018;25:e113–e119. doi: 10.3747/co.25.3888.
    1. Imamura M., Morimoto T., Egawa C., Fukui R., Bun A., Ozawa H., Miyagawa Y., Fujimoto Y., Higuchi T., Miyoshi Y. Significance of baseline neutrophil-to-lymphocyte ratio for progression-free survival of patients with HER2-positive breast cancer treated with trastuzumab emtansine. Sci. Rep. 2019;9:1811. doi: 10.1038/s41598-018-37633-0.
    1. Fuca G., Guarini V., Antoniotti C., Morano F., Moretto R., Corallo S., Marmorino F., Lonardi S., Rimassa L., Sartore-Bianchi A., et al. The Pan-Immune-Inflammation Value is a new prognostic biomarker in metastatic colorectal cancer: Results from a pooled-analysis of the Valentino and TRIBE first-line trials. Br. J. Cancer. 2020 doi: 10.1038/s41416-020-0894-7.
    1. Barker T., Fulde G., Moulton B., Nadauld L.D., Rhodes T. An elevated neutrophil-to-lymphocyte ratio associates with weight loss and cachexia in cancer. Sci. Rep. 2020;10:7535. doi: 10.1038/s41598-020-64282-z.
    1. Gross R.L., Newberne P.M. Role of nutrition in immunologic function. Physiol. Rev. 1980;60:188–302. doi: 10.1152/physrev.1980.60.1.188.
    1. Dunki Jacobs P.B., Ruevekamp M., Hart G.A., de Graaf P.W. Dietary influences on cell proliferation in bone marrow. Eur. J. Cancer. Clin. Oncol. 1989;25:953–957. doi: 10.1016/0277-5379(89)90153-3.
    1. Cook J., Hagemann T. Tumour-associated macrophages and cancer. Curr. Opin. Pharmacol. 2013;13:595–601. doi: 10.1016/j.coph.2013.05.017.
    1. Lee H.W., Choi H.J., Ha S.J., Lee K.T., Kwon Y.G. Recruitment of monocytes/macrophages in different tumor microenvironments. Biochim. Biophys. Acta. 2013;1835:170–179. doi: 10.1016/j.bbcan.2012.12.007.
    1. Pollard J.W. Trophic macrophages in development and disease. Nat. Rev. Immunol. 2009;9:259–270. doi: 10.1038/nri2528.
    1. Roxburgh C.S., McMillan D.C. Cancer and systemic inflammation: Treat the tumour and treat the host. Br. J. Cancer. 2014;110:1409–1412. doi: 10.1038/bjc.2014.90.
    1. Fridlender Z.G., Sun J., Kim S., Kapoor V., Cheng G., Ling L., Worthen G.S., Albelda S.M. Polarization of tumor-associated neutrophil phenotype by TGF-beta: “N1” versus “N2” TAN. Cancer Cell. 2009;16:183–194. doi: 10.1016/j.ccr.2009.06.017.
    1. Gay L.J., Felding-Habermann B. Contribution of platelets to tumour metastasis. Nat. Rev. Cancer. 2011;11:123–134. doi: 10.1038/nrc3004.
    1. Guthrie G.J., Charles K.A., Roxburgh C.S., Horgan P.G., McMillan D.C., Clarke S.J. The systemic inflammation-based neutrophil-lymphocyte ratio: Experience in patients with cancer. Crit. Rev. Oncol. Hematol. 2013;88:218–230. doi: 10.1016/j.critrevonc.2013.03.010.
    1. Howard R., Kanetsky P.A., Egan K.M. Exploring the prognostic value of the neutrophil-to-lymphocyte ratio in cancer. Sci. Rep. 2019;9:19673. doi: 10.1038/s41598-019-56218-z.
    1. Lee K.H., Kim E.Y., Yun J.S., Park Y.L., Do S.I., Chae S.W., Park C.H. The prognostic and predictive value of tumor-infiltrating lymphocytes and hematologic parameters in patients with breast cancer. BMC Cancer. 2018;18:938. doi: 10.1186/s12885-018-4832-5.
    1. Gonda K., Shibata M., Ohtake T., Matsumoto Y., Tachibana K., Abe N., Ohto H., Sakurai K., Takenoshita S. Myeloid-derived suppressor cells are increased and correlated with type 2 immune responses, malnutrition, inflammation, and poor prognosis in patients with breast cancer. Oncol. Lett. 2017;14:1766–1774. doi: 10.3892/ol.2017.6305.
    1. Ulas A., Avci N., Kos T., Cubukcu E., Fatih Olmez O., Bulut N., Degirmenci M. Are neutrophil/lymphocyte ratio and platelet/lymphocyte ratio associated with prognosis in patients with HER2- positive early breast cancer receiving adjuvant trastuzumab? JBUON. 2015;20:714–722.
    1. Kitamura T., Qian B.Z., Pollard J.W. Immune cell promotion of metastasis. Nat. Rev. Immunol. 2015;15:73–86. doi: 10.1038/nri3789.

Source: PubMed

3
Sottoscrivi