Abstract
Breast carcinoma is one of the most malignant tumors, severely influencing the physical and mental health of people. The latest epidemiological and clinical studies have found that breast tumor and inflammation are determinate relationships with each other. Inflammation is an essential component of the tumor microenvironment, and the change of inflammatory cells might influence tumor progression, such as neoplastic cell proliferation, migration, invasion, the collapse of antitumor immunity, metastasis and so forth. Peripheral blood tests at the time of diagnosis and treatment can reflect inflammatory conditions within the neoplasm. Evaluation of peripheral blood parameters including white blood cell, neutrophil, lymphocyte, monocyte, platelet counts, as well as neutrophil-to-lymphocyte ratio (NLR), derived neutrophil-to-lymphocyte ratio (d-NLR) (neutrophil count divided by the result of white blood cell count minus neutrophil count), platelet-to-lymphocyte ratio (PLR) and lymphocyte-to-monocyte ratio (LMR), which are indicators of systematic inflammatory response, have been widely proposed as prognostic factors for many malignancies. To intensively study the relationship between the common markers in peripheral blood and the treatment or prognosis of breast cancer will have critical clinical significance and application prospect, and can provide useful information for the clinicians. Herein, we review the research progress in the prognostic role of the peripheral blood in breast cancer to provide a new method for the treatment and prognosis of breast cancer.
Keywords: breast cancer, prognosis, neutrophil-to-lymphocyte ratio, NLR, platelet to lymphocyte ratio, PLR, lymphocyte-to-monocyte ratio, LMR
Introduction
Worldwide, breast cancer is one of the most common female malignant tumors, which seriously affects people’s quality of life and harms their health. It has become a major public health problem in the current society.1 There are about 1 million new breast cancer patients every year in the world, and the age of onset tends to be younger.2 According to the National Cancer Center, the incidence of breast cancer in developed coastal cities is increasing rapidly. It is expected that the incidence of breast cancer in postmenopausal women in China will reach 100/100,000.3 Studies have shown that,4,5 some immunological and histological indicators are closely related to the prognosis of breast cancer, but obtaining these indicators is time-consuming and laborious, and relatively expensive, greatly limiting its clinical application. Recent epidemiological and clinical studies have found that inflammatory responses are associated with breast tumors.6,7 Inflammation constitutes part of the tumor microenvironment, and changes in inflammatory cells affect tumor progression, including breast cancer cell proliferation, invasion, decreased immunity, metastasis, and so on.8,9 Tumor inflammatory response may be a potential target for treating tumors. Examination of peripheral blood, leukocytes, neutrophils, lymphocytes, monocytes, platelets, and derived NLR (dNLR), PLR, LMR, etc. can reflect the inflammatory state of many malignant cells.10,11 It can be seen that these common peripheral blood markers are related to the treatment and prognosis of breast cancer patients, but the specific mechanism of action is still unclear. At present, the diagnosis of breast cancer is based on the core needle aspiration and pathological examination as the gold standard, assisting B-ultrasound, mammography, breast magnetic resonance (MR) and other imaging examinations. Relatively speaking, the routine examination of peripheral blood is simple, operability, cheap, and better promotion. Therefore, an in-depth study of the relationship between common markers in peripheral blood and the treatment and prognosis of breast cancer patients provides a valuable reference for clinicians, which will have important clinical significance and application prospects. This article discusses the common markers in peripheral blood in order to provide a new method for the treatment and prognosis of breast cancer.
Common Hematological Parameters in Peripheral Blood
White Blood Cells
There are five types of white blood cells, which are neutrophils, eosinophils, basophils, lymphocytes and monocytes. The increase or decrease in the total number is greatly affected by the number of neutrophils, and lymphocytes also cause changes in the number of white blood cells. At present, there are not many studies on white blood cells in breast cancer. Most studies indicate that white blood cells are mainly changed by changes in neutrophils and lymphocytes in peripheral blood.12,13
An increase in the number of neutrophils can cause an increase in the total number of white blood cells. Under normal conditions, peripheral blood leukocytes and neutrophils are dynamically changing within 24 hrs, lower in the morning and higher in the afternoon. Pregnancy or childbirth, excessive exercise or labor, shower or full meal, cold or hot can temporarily increase white blood cells and neutrophils. In pathological conditions, neutrophils are elevated in acute infection, severe trauma, blood cell destruction, hemorrhage, acute poisoning, malignant tumors, etc. Neutrophils are reduced by Gram-negative bacilli infection, blood system diseases, biophysics. Chemical factors such as damage and autoimmune diseases are common. Studies have shown that tumor-associated neutrophils can promote tumor development.14 Xue et al found that preoperative neutrophil elevation, patients with poor prognosis, short survival time.15 In Li Sen’s study, they found that neutrophils enhance the migration, invasiveness and epithelial-mesenchymal transition (EMT) of gastric cancer (GC) cells through IL-17a (Figure 1A–C).16
Under normal circumstances, lymphocytosis is more common in children. When the baby is born, lymphocytes account for 35%, granulocytes account for 65%; 4 to 6 days lymphocytes can reach 50%, which is roughly equal to the number of granulocytes. And 4 to 6 years old, the proportion of lymphocytes decreases, and the proportion of granulocytes increased, close to the adult level. The pathological increase of lymphocytes is common in infectious diseases, acute and chronic lymphocytic leukemia, lymphoma and transplant rejection. The pathological reduction of lymphocytes is more common with radiation damage, immunodeficiency diseases, and lack of c-ball. Studies have shown that tumor-infiltrating lymphocyte changes are associated with the prognosis of gastric cancer.17
Under physiological conditions, mononuclear cells are more common in infants and young children. Pathological increases are more common in infections and blood diseases than other illnesses. Huang JJ and other scholars found that peripheral blood mononuclear cells can affect the progression of malignant tumors and is a related factor in tumorigenesis.18 Goto W and other scholars have found that changes in monocytes and lymphocytes, the ratio of lymphocytes to monocytes is an independent prognostic factor for breast cancer and can affect the patient’s disease-free survival time.19
C-Reactive Protein (CRP)
CRP is an acute phase protein with a highly sensitive marker of inflammatory and tissue damage. CRP is elevated in peripheral blood and is common in infections, tissue damage, and acute and chronic inflammatory diseases. In the peripheral blood of various tumor patients, CRP will increase to varying degrees. The change of CRP in peripheral blood has a certain relationship with the occurrence and progression of breast cancer.20 As a non-specific protein, CRP has many functions, and the detection method is simple, which may play a certain role in predicting and evaluating the survival of tumor patients.
Platelets
Thrombocytopenia is mainly seen in two cases, namely, increased primary and increased reactivity. The primary increase is more common in myeloproliferative diseases; the increase in reactivity is more common in acute infection, acute hemolysis and neoplastic diseases. Thrombocytopenia is mainly seen in hematological diseases, splenomegaly, and blood dilution. The occurrence of tumors is often accompanied by an increase in platelets, which in turn leads to disseminated intravascular coagulation, which causes tumor metastasis, which is found in tumors such as gastric cancer, colon cancer, lung cancer, kidney cancer, and prostate cancer.21 Johnson et al found that platelets promote the distant metastasis of breast cancer by inducing IL-8 uptake by tumor cells.22 Platelets can promote the development and development of inflammatory reactions, which in turn stimulate the production of inflammatory factors. In Jiang L’ s research, their results showed that platelet released promote breast cancer cell proliferation through PI3K/PKC signaling (Figure 2A–D).23
D-Dimer and Plasma Fibrin Degradation Products (FDPs)
Positive D-dimer is more common in pulmonary thromboembolism and deep vein thrombosis. The positive or increased FDPs are mainly seen in primary fibrinolysis and secondary fibrinolysis. However, secondary fibrinolysis is caused by diffuse intravascular coagulation, malignant tumors, pulmonary thromboembolism, organ transplant rejection, blood system diseases, and thrombolytic therapy. Studies have shown that the level of D-dimer is related to the occurrence of breast cancer, is an independent factor in the prognosis of breast cancer, and is associated with distant metastasis of breast cancer.24 Levitan and other scholars have pointed out that thromboembolism in cancer patients is 6 times that of normal people. Thromboembolism can lead to hypercoagulability of blood, damage to blood vessels and slow blood flow.25
Correlation Ratio of Common Hematological Parameters in Peripheral Blood
A single peripheral hematological parameter has certain research value for the prognosis of breast cancer patients. In recent years, more and more studies have begun to pay attention to the study of the correlation ratio of different hematological parameters, in order to further understand its relationship with breast cancer prognosis. Tumor cells release a variety of inflammatory substances, causing cell damage, DNA mutations, affecting the changes of the tumor microenvironment, thereby enhancing the proliferation and invasion ability of tumor cells. In the cellular microenvironment, the interaction of different inflammatory cells and extracellular matrix can also affect tumorigenesis and development.
Neutrophil-to-Lymphocyte Ratio (NLR)
In clinical first-line treatment, peripheral blood neutrophil levels can be used to respond to systemic inflammatory responses. Lymphocytes are an important component of tumor-specific immune responses and play a role in immune surveillance and killing of tumor cells. Most studies have shown that preoperative high NLR ratio suggests a poor prognosis in breast cancer patients, and can be used as an independent factor in the prognosis of breast cancer. The mechanism of elevated NLR can be explained by the relative decrease of lymphocytes and the relative increase of neutrophils, which causes the balance of cell microenvironment to be broken, and the inflammatory reaction occurs and develops toward the tumor, which leads to poor prognosis. Elyasinia and other scholars have shown that NLR is associated with TNM staging of breast cancer and has a certain reference value for the prognosis of breast cancer, while the high NLR value indicates poor prognosis.26 A meta-analysis study showed that NLR is associated with the prognosis of breast cancer, with higher values, shorter survival time for disease-free survival (DFS) and overall survival (OS), and a poorer prognosis.27 The high NLR value may be related to the number of lymph node metastasis and metastasis, and the incidence of lymph node metastasis is 1.7 times higher than that of normal people.28 Recent published studies on the correlation between neutrophil-to-lymphocyte ratio and breast cancer are listed in Table 1.29–34
Table 1.
Author | Year | Institution | Country | Journal | Cancer Type | Research Type | Research Purpose | Key Conclusions |
---|---|---|---|---|---|---|---|---|
Atak Ibrahim et al29 | 2019 | Ali Osman Sönmez Oncology Hospital | Turkey | Chirurgia | Non-sentinel lymph node (SLN) metastasis in early stages of breast cancer | Retrospective | To investigate the relationship between neutrophil to lymphocyte ratio (NLR) and non-sentinel lymph node (SLN) metastasis in early stages of breast cancer | 1) Lymphovascular invasion, extracapsular extension and NLR are the predictive parameters of non-SLN positivity. 2) Pre-surgical NLR is a useful diagnostic tool for predicting non-SLN metastasis. |
Michiko Imamura et al30 | 2019 | Hyogo College of Medicine | Japan | Sci Rep | HER2-positive breast cancer | Retrospective | To investigate the usefulness of the NLR and PLR for treatment efficacy of T-DM1 in HER2-positive primary advanced and recurrent breast cancers. | 1) NLR at baseline might be a significant indicator for efficacy of T-DM1. 2) The treatment efficacy of T-DM1 may be partly mediated by activation of the immune system. 3) Low baseline NLR appears to be beneficial for treatment with T-DM1 in HER2-positive breast cancers. |
Fujimoto Y et al31 | 2019 | Hyogo College of Medicine | Japan | Mol Clin Oncol | Early breast cancer | Retrospective | To analyze the prognostic significance of the NLR in relation to the absolute lymphocyte count (ALC) in breast cancer patients. | 1) NLR is a significant prognostic factor for RFS of breast cancer patients with ALC-high. 2) NLR and ALC may contribute to a better understanding of the mechanisms, and will be useful for identifying patients with high recurrence risk more accurately who need additional treatments. |
Patel DA et al32 | 2019 | Washington University School of Medicine | USA | Breast Cancer Res Treat | Triple-negative breast cancer | Retrospective | To assess the impact of radiation therapy (RT) and chemotherapy on absolute lymphocyte counts (ALC) and NLR in relation to survival outcomes in patients with triple-negative breast cancer (TNBC). | 1) Post-treatment lymphopenia and NLR elevation can persist until 1 year after treatment completion. 2) Both portend shorter survival for patients with TNBC. 3) ALC and NLR are used to identify high risk patients who may benefit from clinical trials rather than standard of care therapy. |
Ren K et al33 | 2018 | The First Affiliated Hospital of The University of Science and Technology of China (USTC) | China | Cancer Manag Res | Triple-negative breast cancer | Retrospective | To investigate the significance of dNLR in predicting the prognosis of patients with surgical (nonmetastatic) TNBC. | 1) Pretreatment dNLR is an independent factor of prognosis for TNBC patients. 2) Pretreatment dNLR allows clinical doctors to improve outcomes of patients with high dNLR by treating with aggressive therapy, such as high-dose adjuvant chemotherapy and radiotherapy. |
Mandó P et al34 | 2018 | Oncology Research Center CIO-FUCA | Argentina | Onco Targets Ther | Early-stage breast cancer | Retrospective | To look for prognostic immune markers, and analyze PB cells, including innate and adaptive populations and NK cell phenotype from early-stage BC patients and to investigate their correlation with clinical outcomes. | 1) This preliminary evidence is in accordance with the concept of immune surveillance. 2) An “immune phenotype” provides relevant prognostic information in early-stage BC patients and could be useful in the decision-making process. |
Lymphocyte-to-Monocyte Ratio (LMR)/Monocyte-to-Lymphocyte Ratio (MLR)
Both monocytes and neutrophils are differentiated from granulocyte-mononuclear progenitor cells, which have a similar effect on the development of inflammation. Monocytes can produce a variety of inflammatory mediators, such as vascular endothelial growth factor, epidermal growth factor, and tumor necrosis factor, through macrophages, thereby promoting tumor cell growth and angiogenesis.35 Marín Hernández C and other scholars have pointed out that preoperative LMR is associated with the prognosis of breast cancer in breast cancer patients receiving neoadjuvant chemotherapy. The higher the value, the longer the survival time and the better prognosis.36 Hu RJ and other scholars have pointed out that preoperative LMR is associated with DFS and OS in breast cancer patients and can be used as a reference index for breast cancer prognosis. The higher the value, the better the prognosis.37 Recently published studies on the correlation between monocyte-to-lymphocyte ratio/lymphocyte-to-monocyte ratio and breast cancer are listed in Table 2.19,38–42
Table 2.
Author | Year | Institution | Country | Journal | Cancer Type | Research Type | Research Purpose | Key Conclusions |
---|---|---|---|---|---|---|---|---|
Zenan H et al38 | 2019 | The Third Affiliated Hospital of Sun Yat-sen University | China | J Cell Physiol | Breast cancer | Retrospective | To retrospectively analyze the relationship between preoperative blood parameters and postoperative clinical outcomes in patients with different molecular subtypes of breast cancer (BC) | 1) LMR was the benign predictor of luminal A and HER-2 overexpression. 2) PLR was the adverse predictor of luminal B. 3) WBC and NLR were the adverse predictors of TNBC. 4) These peripheral blood parameters can play an important role in the diagnosis and treatment of patients with different molecular subtypes of BC. |
Goto W et al19 | 2018 | Osaka City University Graduate School of Medicine | Japan | BMC Cancer | Breast cancer | Retrospective | To investigate the predictive value of LMR for progression and chemosensitivity in breast cancer patients treated with preoperative chemotherapy. | 1) LMR may be a useful prognostic marker in patients with breast cancer. |
Lee KH et al39 | 2018 | Sungkyunkwan University School of Medicine | South Korea | BMC Cancer | Breast cancer | Retrospective | To investigate the clinical significance and relationship between tumor-infiltrating lymphocytes (TILs) and hematologic parameters in patients with breast cancer. | 1) A relevance between TILs and hematologic parameters in breast cancer was demonstrated. 2) The influence of the immune system on breast cancer progression may differ by subtype. |
Takeuchi H et al40 | 2017 | National Hospital Organization Beppu Medical Center | Japan | PLoS One | Breast cancer | Retrospective | To identify the inflammation-based parameters that are most suitable for predicting outcomes in patients with breast cancer. | 1) Both preoperative CRP and PLR values were independently associated with poor prognosis in patients with breast carcinoma. 2) These were superior to other inflammation-based scores in terms of prognostic ability. |
Ji H et al41 | 2016 | Harbin Medical University | China | Oncotarget | Luminal-type breast cancer | Retrospective | To identify the prognostic significance of various peripheral blood-based biomarkers and to determine the optimal cut-off value suitable for luminal breast cancer patients. | 1) LMR could be regarded as an independent prognostic factor in luminal breast cancer patients. 2) The elevated LMR level also had enhanced 5-fluorouracil sensitivity in luminal breast cancer patients. |
He J et al42 | 2016 | Zhengzhou University | China | Tumour Biol | Early-stage triple-negative breast cancer | Retrospective | To investigate the association between pretreatment LMR, disease-free survival (DFS), and overall survival (OS) in patients with early-stage (I to III) triple-negative breast cancer (TNBC). | 1) Pretreatment LMR may be a predictive factor for long-term survival in patients with early-stage TNBC. |
Platelet-to-Lymphocyte Ratio (PLR)
Tumor development is often accompanied by thrombocytosis, and platelets themselves can also affect tumorigenesis and development. Most of the blood of patients with tumors is hypercoagulable, and high PLR usually indicates that the prognosis of patients with cancer is not good. According to scholars such as Chen L, PLR is an effective predictor of gastric cancer patients receiving neoadjuvant chemotherapy.43 Vernieri C and other studies have pointed out that PLR is a predictor of triple-negative breast cancer after receiving neoadjuvant chemotherapy, and it is also a valid reference for patients to benefit from it.44 Yersal Ö and other scholars have pointed out that PLR is positively correlated with lymph node-positive metastasis rate, and the higher the value, the higher the positive rate of lymph node metastasis.45 Recently published studies on the correlation between platelet-to-lymphocyte ratio and breast cancer are listed in Table 3.44,46–50
Table 3.
Author | Year | Institution | Country | Journal | Cancer Type | Research Type | Research Purpose | Key Conclusions |
---|---|---|---|---|---|---|---|---|
Graziano V et al46 | 2019 | G. D’Annunzio University | Italy | Breast | HER2-positive metastatic breast cancer | Retrospective | To investigate two peripheral indicators of immunity/inflammation, ie neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR), in order to reveal a possible relationship with pathological complete response (pCR) in patients with early or locally advanced breast cancer treated with neoadjuvant chemotherapy (NACT). | 1) The predictive value of NLRlow/PLRlow was independent from common prognostic factors such as grading, Ki67, and molecular subtypes; 2) The combination of NLR and PLR may reflect patients’ immunogenic phenotype. Low levels of both NLR and PLR may thus indicate a status of immune system activation that may predict pCR in breast cancer patients treated with NACT. |
Cuello-López J et al47 | 2018 | Fundación Colombiana de Cancerología-Clínica Vida | USA | PLoS One | Breast cancer | Retrospective | To study and analyzed the association between inflammatory biomarkers and pCR (pathological complete response) in patients diagnosed with breast cancer-of different molecular subtypes- and treated with neoadjuvant chemotherapy. | 1) Breast cancer patients with low platelet-to-lymphocyte ratio (PLR <150), treated with neoadjuvant chemotherapy achieve higher complete pathological response, independently of primary tumor molecular subtype. |
Durhan A et al48 | 2018 | Ankara University School of Medicine | Turkey | Turk J Surg | Bilateral locally advanced breast cancer | Retrospective | To investigate the NLR and PLR of a patient with locally advanced breast cancer who underwent simple mastectomy that reduced the tumor load. | 1) In patients with locally advanced breast cancer, decreases in NLR and PLR values parallel to the reduction of tumor load with surgery may cause an increase in immune response and regression of the tumor. |
Vernieri C et al44 | 2018 | Fondazione Istituto FIRC di Oncologia Molecolare (IFOM) | Italy | Sci Rep | Metastatic triple negative breast cancer | Retrospective | To evaluate the association between baseline NLR or PLR and progression free survival (PFS) of mTNBC patients treated with platinum-based chemotherapy. | 1) The NLR and PLR are predictive of benefit from platinum-containing chemotherapy specifically in mTNBC patients. 2) If validated in larger prospective studies, these easy-to-measure parameters could be combined with emerging predictive biomarkers, such as BRCA 1/2 mutations, to improve the selection of mTNBC patients more likely to benefit from platinum-based chemotherapy. |
Liu C et al49 | 2016 | Affiliated Hospital of Academy of Military Medical Sciences | China | Onco Targets Ther | Hormone-receptor-negative breast cancer | Retrospective | To investigate the relationship between pretreatment neutrophil-to-lymphocyte ratio (NLR)/platelet-to-lymphocyte ratio (PLR) and the estimation of hormone-receptor-negative (HR-) breast cancer patients’ survival in a Chinese cohort. | 1) Both increased NLR and PLR are associated with poor survival in HR-breast cancer patients. 2) NLR is independently correlated with OS and DFS, but PLR is not. |
Krenn-Pilko S et al50 | 2014 | Medical University of Graz | Austria | Br J Cancer | Breast cancer | Retrospective | To investigate the prognostic significance of the preoperative PLR in a large cohort of breast cancer patients. | 1) The preoperative PLR as an independent prognostic marker for survival in breast cancer patients. 2) Subgroup analysis revealed significant associations of the elevated PLR on the primary end point CSS for all breast cancer subtypes. |
Combined Application of Common Hematological Parameters in Peripheral Blood
NLR and LMR/MLR
Studies have shown that NLR and LMR can provide reference information for the prognosis of pancreatic cancer. LMR was the benign predictor of luminal A and HER-2 overexpression; the WBC and NLR were the adverse predictors of TNBC. These peripheral blood parameters can play an important role in the diagnosis and treatment of patients with different molecular subtypes of BC.38 Losada B and other scholars have found low PLR and longer DFS in elderly breast cancer patients are in line with findings in patients with a wider range of ages, and NLR contrast with those of other studies, indicating a potential differential effect in elderly patients.51 The application of NLR and LMR/MLR in breast cancer has been reported to be rare. In C. Marín Hernández's study, he proved that High LMR and low NLR could be considered as favourable prognostic factors in breast cancer (BC) patients treated with nCT (Figure 3).36
NLR and PLR
Graziano V and other scholars found that in patients with breast cancer receiving neoadjuvant chemotherapy, combined with NLR and PLR, low NLR and low PLR can improve the sensitivity to chemotherapy, while high NLR and PLR have no significant effect on chemotherapy and postoperative prognosis was relatively poor.46 Kim HY and other scholars determined that the combination of NLR and PLR showed improved prediction of NAC response, and revealed their potential as screening tools, significant prognostic role in breast cancer patients who receive neoadjuvant chemotherapy.52 Sut A and other scholars indicated that the neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), medium platelet volume/lymphocyte ratio (MPVRL) are associated to the process of inflammation in breast cancer patients, and these biomarkers have important clinical implications.53 In Xu et al research, their study showed that the patients with lower pretreatment NLR (<2.05) or PLR (<159.01) will have higher ER-positive expression, the patients with low NLR or low PLR would have a higher rate of complete remission (CR) and partial remission (PR) (Figure 4A–D).7
NLR, PLR, LMR/MLR and Other Joint Applications
Losada et al pointed out that the combination of NLR, PLR, LMR and NMR in the prognosis of breast cancer, PLR can be used as an independent prognostic factor for breast cancer. Patients with higher PLR values have shorter DFS survival time and poorer prognosis.51 Sun et al showed that hematological parameters of RDW, MPV, NLR, and PLR can be used as an adjuvant tool for the diagnosis of BC, and the value of MPV can reflect the Ki67 proliferation index before surgery and identify patients with positive lymph node metastasis.54 Wariss BR and other scholars studied that the neutrophil–lymphocyte ratio (NLR), a derived neutrophil-to-lymphocyte ratio (dNLR), absolute neutrophil count (ANC) and platelet-to-lymphocyte ratio (PLR) are independent markers of prognosis in breast cancer.55 Combined with these markers for a comprehensive assessment of breast cancer prognosis, we found that high NLR and high PLR are adverse prognostic factors for breast cancer patients, and postoperative survival time will be shortened. In Sun et al's study, they examined the roles of pretreatment systemic immune-inflammation index (SII), established as neutrophil x platelet/lymphocyte counts, in hormone receptor-negative, human epidermal growth factor receptor 2+ (HER2+) breast cancer patients. Analyses showed that HER2+ patients with high and low SII had median DFS of 15.1 and 31.5 months, respectively (P<0.001), while the median DMFS in HER2+ patients with high SII was 18.4 months and in patients with low SII was 33.0 months (P=0.001), and the median OS was 54.5 and 71.1 months respectively in high and low SII patients, respectively (P=0.002) (Figure 5A–C).56 Multivariate analysis had revealed increased SII independently linked to poor DFS (HR =1.46, 95% CI: 1.01–2.11, P=0.045), suggesting that increased SII independently predicts poor survival for hormone receptor-negative, HER2+ breast cancer patients.
Research Value and Limitations of Common Hematological Parameters in Peripheral Blood
Common hematological parameters in peripheral blood are used to evaluate the prognosis of breast cancer patients. They are simple, reproducible, etc., and can provide a reference for hospitals at various levels, in line with the current imbalance of medical resources in China. However, current research on these indicators lack uniform research standards, and large-scale multi-center, large sample imbalances are rare. At the same time, the specific mechanism of action of these indicators and breast cancer is still unclear, and further research is needed.
Conclusion and Perspectives
In summary, neutrophils, lymphocytes, NLR, LMR, PLR and other indicators can provide valuable information for the prognosis and diagnosis of breast cancer, especially lymph node metastasis and prognosis. A peripheral blood test is a common clinical detection method, which is very convenient, cheap, reproducible, etc. It is more convenient and cheaper than imaging examination, pathological examination and blood markers. Therefore, with the further development of medical research and research, the common parameters of peripheral blood will have a good development prospect for the prognosis of breast cancer, and patients will benefit from it.
Funding Statement
The work is partly supported by research grants from The National Nature Science Foundation of China (no. 81872160) and Beijing Nature Science Foundation of China (no. 7191009).
Abbreviations
NLR, Neutrophil-to-lymphocyte ratio; dNLR, Derived neutrophil-to-lymphocyte ratio; PLR, Platelet-to-lymphocyte ratio; LMR, Lymphocyte-to-monocyte ratio; MR, Magnetic resonance; EMT, Epithelial-mesenchymal transition; GC, Gastric cancer; IL, Interleukin; CRP, C-reactive protein; FDPs, Fibrin degradation products; DFS, Disease-free survival; OS, Overall survival; pCR, pathologic complete response; BC, Breast cancer; SII, Systemic immune-inflammation index.
Data Sharing Statement
The material supporting the conclusion of this review has been included within the article.
Author Contributions
All authors contributed to data analysis, drafting and revising the article, gave final approval of the version to be published, and agree to be accountable for all aspects of the work. All authors read and approved the final manuscript.
Disclosure
The authors declare that they have no competing interests.
References
- 1.Siegel RL, Miller KD, Jemal A. Cancer statistics, 2018. CA Cancer J Clin. 2018;68(1):7–30. doi: 10.3322/caac.21442 [DOI] [PubMed] [Google Scholar]
- 2.Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2018;68(6):394–424. doi: 10.3322/caac.v68.6 [DOI] [PubMed] [Google Scholar]
- 3.Chen W, Zheng R, Zhang S, et al. Cancer incidence and mortality in China in 2013: an analysis based on urbanization level. Chin J Cancer Res. 2017;29(1):1–10. doi: 10.21147/j.issn.1000-9604.2017.01.01 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Harano K, Kogawa T, Wu J, et al. Thrombocytosis as a prognostic factor in inflammatory breast cancer. Breast Cancer Res Treat. 2017;166(3):819–832. doi: 10.1007/s10549-017-4463-6 [DOI] [PubMed] [Google Scholar]
- 5.Jeong H, Hwang I, Kang SH, Shin HC, Kwon SY. Tumor-associated macrophages as potential prognostic biomarkers of invasive breast cancer. J Breast Cancer. 2019;22(1):38–51. doi: 10.4048/jbc.2019.22.e5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Li QX, Shi DJ, Zhang LX, et al. Association of body mass and systemic immune-inflammation indices with endocrine therapy resistance in luminal breast cancers. J Int Med Res. 2019;47(5):1936–1947. doi: 10.1177/0300060519831570 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Xu J, Ni C, Ma C, et al. Association of neutrophil/lymphocyte ratio and platelet/lymphocyte ratio with ER and PR in breast cancer patients and their changes after neoadjuvant chemotherapy. Clin Transl Oncol. 2017;19(8):989–996. doi: 10.1007/s12094-017-1630-5 [DOI] [PubMed] [Google Scholar]
- 8.Grivennikov SI, Greten FR, Karin M. Immunity, inflammation, and cancer. Cell. 2010;140:883–899. doi: 10.1016/j.cell.2010.01.025 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Balkwill F, Mantovani A. Inflammation and cancer: back to Virchow? Lancet. 2001;357:539–545. doi: 10.1016/S0140-6736(00)04046-0 [DOI] [PubMed] [Google Scholar]
- 10.Borsig L, Wolf MJ, Roblek M, Lorentzen A, Heikenwalder M. Inflammatory chemokines and metastasis-tracing the accessory. Oncogene. 2014;33(25):3217–3224. doi: 10.1038/onc.2013.272 [DOI] [PubMed] [Google Scholar]
- 11.Elinav E, Nowarski R, Thaiss CA, Hu B, Jin C, Flavell RA. Inflammation-induced cancer: crosstalk between tumors, immune cells and microorganisms. Nat Rev Cancer. 2013;13(11):759–771. [DOI] [PubMed] [Google Scholar]
- 12.Park B, Lee HS, Lee JW, Park S. Association of white blood cell count with breast cancer burden varies according to menopausal status, body mass index, and hormone receptor status: a case-control study. Sci Rep. 2019;9(1):5762. doi: 10.1038/s41598-019-42234-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lohman AC, Van Rijn I, Lindhardt CL, Vonthein R, Rades D, Holländer NH. Preliminary results from a prospective study comparing white blood cell and neutrophil counts from a laboratory to those measured with a new device in patients with breast cancer. In Vivo. 2018;32(5):1283–1288. doi: 10.21873/invivo.11378 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Mouchemore KA, Anderson RL, Hamilton JA. Neutrophils, G-CSF and their contribution to breast cancer metastasis. FEBS J. 2018;285(4):665–679. doi: 10.1111/febs.2018.285.issue-4 [DOI] [PubMed] [Google Scholar]
- 15.Xue LB, Liu YH, Zhang B, et al. Prognostic role of high neutrophil to lymphocyte ratio in breast cancer patients receiving neoadjuvant chemotherapy: meta-analysis. Medicine (Baltimore). 2019;98(1):e13842. doi: 10.1097/MD.0000000000013842 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Li S, Cong X, Gao H, et al. Tumor-associated neutrophils induce EMT by IL-17a to promote migration and invasion in gastric cancer cells. J Exp Clin Cancer Res. 2019;38(1):6. doi: 10.1186/s13046-018-1003-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Lee M, Park IA, Heo SH, Kim YA, Gong G, Lee HJ. Association between p53 expression and amount of tumor-infiltrating lymphocytes in triple-negative breast cancer. J Pathol Transl Med. 2019;53(3):180–187. doi: 10.4132/jptm.2019.02.08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Huang JJ, Li YJ, Xia Y, et al. Prognostic significance of peripheral monocyte count in patients with extranodal natural killer/T-cell lymphoma. BMC Cancer. 2013;13:222. doi: 10.1186/1471-2407-13-222 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Goto W, Kashiwagi S, Asano Y, et al. Predictive value of lymphocyte to monocyte ratio in the preoperative setting for progression of patients with breast cancer. BMC Cancer. 2018;18(1):1137. doi: 10.1186/s12885-018-5051-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.El-Abd E, El-Sheikh M, Zaky S, Fayed W, El-Zoghby S. Plasma TuM2-PK correlates with tumor size, CRP and CA 15-3 in metastatic breast carcinomas; short versus long term follow up study of the Egyptian breast cancer patients. Cancer Biomark. 2017;20(2):123–133. doi: 10.3233/CBM-160482 [DOI] [PubMed] [Google Scholar]
- 21.Matowicka-Karna J, Kamocki Z, Polińska B, Osada J, Kemona H. Platelets and inflammatory markers in patients with gastric cancer. Clin Dev Immunol. 2013;2013:401623. doi: 10.1155/2013/401623 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Johnson KE, Ceglowski JR, Roweth HG, et al. Aspirin inhibits platelets from reprogramming breast tumor cells and promoting metastasis. Blood Adv. 2019;3(2):198–211. doi: 10.1182/bloodadvances.2018026161 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Jiang L, Luan Y, Miao X, et al. Platelet releasate promotes breast cancer growth and angiogenesis via VEGF-integrin cooperative signalling. Br J Cancer. 2017;117(5):695–703. doi: 10.1038/bjc.2017.214 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Sringeri RR, Chandra PS. Role of plasma D-dimer levels in breast cancer patients and its correlation with clinical and histopathological stage. Indian J Surg Oncol. 2018;9(3):307–311. doi: 10.1007/s13193-017-0682-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Levitan N, Dowlati A, Remick SC, et al. Rates of initial and recurrent thromboembolic disease among patients with malignancy versus those without malignancy. Risk analysis using medicare claims data. Medicine (Baltimore). 1999;78(5):285–291. doi: 10.1097/00005792-199909000-00001 [DOI] [PubMed] [Google Scholar]
- 26.Elyasinia F, Keramati MR, Ahmadi F, et al. Neutrophil-lymphocyte ratio in different stages of breast cancer. Acta Med Iran. 2017;55(4):228–232. [PubMed] [Google Scholar]
- 27.Ethier J-L, Desautels D, Templeton A, Shah PS, Amir E. Prognostic role of neutrophil-to-lymphocyte ratio in breast cancer: a systematic review and meta-analysis. Breast Cancer Res. 2017;19(1):2. doi: 10.1186/s13058-016-0794-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Xinji Z, Yonggang L, Xiaojun S, Xiaowu C, Dong Z, Dajian Z. The prognostic role of neutrophils to lymphocytes ratio and platelet count in gastric cancer: a meta-analysis. Int J Surg. 2015;21:84–91. doi: 10.1016/j.ijsu.2015.07.681 [DOI] [PubMed] [Google Scholar]
- 29.Ibrahim A, Serkan YF, Tuba A, Erol B, Lütfi P. Can neutrophil to lymphocyte ratio be a predictor tool for the non-sentinel lymph node metastasis in breast cancer? Chirurgia (Bucur). 2019;114(1):83–88. doi: 10.21614/chirurgia.114.1.83 [DOI] [PubMed] [Google Scholar]
- 30.Imamura M, Morimoto T, Egawa C, et al. 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(1):1811. doi: 10.1038/s41598-018-37633-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Fujimoto Y, Ozawa H, Higuchi T, et al. Improved prognosis of low baseline neutrophil-to-lymphocyte ratio is significantly exclusive in breast cancer patients with high absolute counts of lymphocytes. Mol Clin Oncol. 2019;10(2):275–284. doi: 10.3892/mco.2018.1783 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Patel DA, Xi J, Luo J, et al. Neutrophil-to-lymphocyte ratio as a predictor of survival in patients with triple-negative breast cancer. Breast Cancer Res Treat. 2019;174(2):443–452. doi: 10.1007/s10549-018-05106-7 [DOI] [PubMed] [Google Scholar]
- 33.Ren K, Yin Y, He F, Shao Y, Wang S. Prognostic role of derived neutrophil-to-lymphocyte ratio in surgical triple-negative breast cancer. Cancer Manag Res. 2018;10:4891–4898. doi: 10.2147/CMAR [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Mandó P, Rizzo M, Roberti MP, et al. High neutrophil to lymphocyte ratio and decreased CD69+NK cells represent a phenotype of high risk in early-stage breast cancer patients. Onco Targets Ther. 2018;11:2901–2910. doi: 10.2147/OTT.S160911 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Diaz-Montero CM, Finke J, Montero AJ. Myeloid-derived suppressor cells in cancer: therapeutic, predictive, and prognostic implications. Semin Oncol. 2014;41(2):174–184. doi: 10.1053/j.seminoncol.2014.02.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Marín Hernández C, Piñero Madrona A, Gil Vázquez PJ, et al. Usefulness of lymphocyte-to-monocyte, neutrophil-to-monocyte and neutrophil-to-lymphocyte ratios as prognostic markers in breast cancer patients treated with neoadjuvant chemotherapy. Clin Transl Oncol. 2018;20(4):476–483. doi: 10.1007/s12094-017-1732-0 [DOI] [PubMed] [Google Scholar]
- 37.Hu RJ, Liu Q, Ma JY, Zhou J, Liu G. Preoperative lymphocyte-to-monocyte ratio predicts breast cancer outcome: a meta-analysis. Clin Chim Acta. 2018;484:1–6. doi: 10.1016/j.cca.2018.05.031 [DOI] [PubMed] [Google Scholar]
- 38.Zenan H, Zixiong L, Zhicheng Y, et al. Clinical prognostic evaluation of immunocytes in different molecular subtypes of breast cancer. J Cell Physiol. 2019. doi: 10.1002/jcp.28662. [DOI] [PubMed] [Google Scholar]
- 39.Lee KH, Kim EY, Yun JS, et al. The prognostic and predictive value of tumor-infiltrating lymphocytes and hematologic parameters in patients with breast cancer. BMC Cancer. 2018;18(1):938. doi: 10.1186/s12885-018-4832-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Takeuchi H, Kawanaka H, Fukuyama S, Kubo N, Hiroshige S, Yano T. Comparison of the prognostic values of preoperative inflammation-based parameters in patients with breast cancer. PLoS One. 2017;12(5):e0177137. doi: 10.1371/journal.pone.0177137 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Ji H, Xuan Q, Yan C, Liu T, Nanding A, Zhang Q. The prognostic and predictive value of the lymphocyte to monocyte ratio in luminal-type breast cancer patients treated with CEF chemotherapy. Oncotarget. 2016;7(23):34881–34889. doi: 10.18632/oncotarget.v7i23 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.He J, Lv P, Yang X, Chen Y, Liu C, Qiu X. Pretreatment lymphocyte to monocyte ratio as a predictor of prognosis in patients with early-stage triple-negative breast cancer. Tumour Biol. 2016;37(7):9037–9043. doi: 10.1007/s13277-016-4793-8 [DOI] [PubMed] [Google Scholar]
- 43.Chen L, Hao Y, Cong X, et al. Peripheral venous blood platelet-to-lymphocyte ratio (PLR) for predicting the survival of patients with gastric cancer treated with SOX or XELOX regimen neoadjuvant chemotherapy. Technol Cancer Res Treat. 2019;18:1533033819829485. doi: 10.1177/1533033819829485 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Vernieri C, Mennitto A, Prisciandaro M, 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(1):8703. doi: 10.1038/s41598-018-27075-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Yersal Ö, Çetinkünar S, Aktimur R, et al. Neutrophil/ lymphocyte and platelet/lymphocyte ratios are not different among breast cancer subtypes. Asian Pac J Cancer Prev. 2017;18(8):2227–2231. doi: 10.22034/APJCP.2017.18.8.2227 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Graziano V, Grassadonia A, Iezzi L, et al. Combination of peripheral neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio is predictive of pathological complete response after neoadjuvant chemotherapy in breast cancer patients. Breast. 2019;44:33–38. doi: 10.1016/j.breast.2018.12.014 [DOI] [PubMed] [Google Scholar]
- 47.Cuello-López J, Fidalgo-Zapata A, López-Agudelo L, Vásquez-Trespalacios E. Platelet-to-lymphocyte ratio as a predictive factor of complete pathologic response to neoadjuvant chemotherapy in breast cancer. PLoS One. 2018;13(11):e0207224. doi: 10.1371/journal.pone.0207224 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Durhan A, Durhan G, Eroğlu A. Regression in local recurrence in the contralateral breast following mastectomy in bilateral locally advanced breast cancer: a comparison of neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios. Turk J Surg. 2018;34(2):140–142. doi: 10.5152/turkjsurg. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Liu C, Huang Z, Wang Q, et al. Usefulness of neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio in hormone-receptor-negative breast cancer. Onco Targets Ther. 2016;9:4653–4660. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Krenn-Pilko S, Langsenlehner U, Thurner EM, et al. The elevated preoperative platelet-to-lymphocyte ratio predicts poor prognosis in breast cancer patients. Br J Cancer. 2014;110(10):2524–2530. doi: 10.1038/bjc.2014.163 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Losada B, Guerra JA, Malón D, Jara C, Rodriguez L, Del Barco S. Pretreatment neutrophil/lymphocyte, platelet/lymphocyte, lymphocyte/monocyte, and neutrophil/monocyte ratios and outcome in elderly breast cancer patients. Clin Transl Oncol. 2019;21(7):855–863. doi: 10.1007/s12094-018-1999-9 [DOI] [PubMed] [Google Scholar]
- 52.Kim HY, Kim TH, Yoon HK, Lee A. The role of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in predicting neoadjuvant chemotherapy response in breast cancer. J Breast Cancer. 2019;22(3):425–438. doi: 10.4048/jbc.2019.22.e41 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Sut A, Pytel M, Zadrożny M, Golanski J, Rozalski M. Polyphenol-rich diet is associated with decreased level of inflammatory biomarkers in breast cancer patients. Rocz Panstw Zakl Hig. 2019;70(2):177–184. doi: 10.32394/rpzh [DOI] [PubMed] [Google Scholar]
- 54.Sun H, Yin CQ, Liu Q, Wang F, Yuan CH. Clinical significance of routine blood test-associated inflammatory index in breast cancer patients. Med Sci Monit. 2017;23:5090–5095. doi: 10.12659/MSM.906709 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Wariss BR, de Souza Abrahão K, de Aguiar SS, Bergmann A, Thuler LCS. Effectiveness of four inflammatory markers in predicting prognosis in 2374 women with breast cancer. Maturitas. 2017;101:51–56. doi: 10.1016/j.maturitas.2017.04.015 [DOI] [PubMed] [Google Scholar]
- 56.Sun Y, Li W, Li AJ, Su H, Yue J, Yu J. Increased systemic immune-inflammation index independently predicts poor survival for hormone receptor-negative, HER2-positive breast cancer patients. Cancer Manag Res. 2019;11:3153–3162. doi: 10.2147/CMAR.S190335 [DOI] [PMC free article] [PubMed] [Google Scholar]