Abstract
Neoadjuvant radio-chemotherapy followed by total mesorectal excision (TME) is the standard treatment option for stage II and III rectal cancer. However, for pT3N0 rectal cancer patients who receive upfront TME, the lack of an efficient method to predict their prognosis hampers postoperative treatment. A low lymphocyte-to-monocyte ratio (LMR) is associated with an unfavorable prognosis for certain malignancies; however, this association has not been investigated in rectal cancer. The purpose of this study was to evaluate whether LMR can predict the prognosis of pT3N0 rectal cancer patients following TME. Rectal cancer patients who received radical TME without preoperative treatment between June 2004 and Nov. 2011 at the Sun Yat-sen University Cancer Center were retrospectively reviewed. Counts for pre-surgery peripheral absolute lymphocytes and monocytes were obtained and used to calculate the LMR. A retrospective cohort of 280 pT3N0 rectal cancer patients who received TME was recruited. Significantly worse disease-free survival can be observed in patients with lower LMR levels (<3.78) using univariate and multivariate analyses (P=0.01 and P=0.015, respectively). Subgroup analysis in patients with elevated carcinoembryonic antigen (CEA) and LMR <3.78 exhibited an accumulated 5-year disease failure rate of approximately 40%, whereas patients with normal CEA regardless of LMR and patients with LMR ≥3.78 exhibited accumulated 5-year disease failure rates of only approximately 15%. Low pre-surgery peripheral LMR was significantly unfavorable for pT3N0 rectal cancer patient prognosis, especially in patients with elevated CEA. This easily obtained variable might serve as a valuable marker to predict the outcomes of pT3N0 rectal cancer and indicate appropriate postoperative management.
Keywords: Rectal cancer, Pathological T3N0, Lymphocyte-to-monocyte ratio, Total mesorectal excision
Introduction
Neoadjuvant chemoradiotherapy followed by total mesorectal excision (TME) has gradually been accepted as the standard treatment for patients with locally advanced rectal cancer. However, controversy remains regarding the peri-operative treatment strategy of patients with stage II rectal cancer, especially in patients with pathological T3N0 (pT3N0) after upfront TME. Due to the varied prognosis of pT3N0 disease, it is critical to define receivable prognostic factors that may help these patients benefit from postoperative adjuvant therapy. Prognostic factors that have been identified in previous studies include carcinoembryonic antigen (CEA), vascular invasion, tumor size, and perineural invasion 1.
Emerging evidence indicates that cancer-associated inflammation plays a key role in the development and survival of a broad range of cancers 2. Peripheral blood cells might reflect the inflammatory status of patients and the response of patients to malignant tumors, and these cells hold great promise for improving the predictive ability of known prognostic factors. Lymphocytes and monocytes are key immune cells in the inflammatory response and are independently associated with the prognosis of various malignancies, such as breast cancer 3, gastric cancer 4, hepatocellular carcinoma 5, acute lymphoblastic leukemia 6, and lymphoma 7.
Interestingly, a lower pretreatment lymphocyte-monocyte ratio (LMR) is associated with unfavorable prognosis in some hematology malignancies 8,9, although relevant studies in non-hematology malignancies have only been performed recently. Some studies have demonstrated a prognostic role for peripheral LMR at diagnosis in limited cancers, such as soft tissue sarcomas 10 and nasopharyngeal carcinoma 11.
To date, the prognostic value of the LMR in rectal cancer has not been reported. Therefore, we hypothesized that LMR might also play an important role in rectal cancer. The aim of this study was to investigate the prognostic value of baseline LMR for patients with pT3N0 rectal cancer. To our knowledge, this study is the first to examine the association between LMR and rectal cancer.
Materials and Methods
Ethics statement
This research was approved by the Ethical Committee of Sun Yat-sen University Cancer Center, and written informed consent was obtained from participants for the use of their clinical records in this study. The study complies with current Chinese law and was performed in accordance with the principles of Declaration of Helsinki.
Patients
We conducted a retrospective study on consecutive patients with rectal cancer who underwent curative TME at Sun Yat-sen University Cancer Center between June 2004 and Nov. 2011. The main inclusion criteria were as follows: pathologically proven pT3N0 rectal cancer, complete surgical resection, and no preoperative therapy. Patients were excluded if they died of postoperative complications or with positive margins.
Evaluation and staging
Clinical stage was assessed according to endorectal ultrasound, computed tomography (CT) and magnetic resonance imaging (MRI) examinations. In our cancer center, endorectal ultrasound is recommended for every patient because it provides accurate T staging. Abdominal CT and pelvic CT or MRI are examined routinely. Other tests, such as complete blood count (CBC) and liver function tests were also performed. Tumor stage was based on the 7th edition of the TNM Classification.
Treatment
Surgical resection was defined as radical when there was no evidence of distant metastases and tumor clearance was both macroscopically and histologically complete. All operations were conducted according to TME principles by colorectal surgeons, and the methods included low anterior resection (LAR) and abdominoperineal resection (AR).
Laboratory data
As part of pretreatment evaluation, peripheral blood was collected before any treatment, and peripheral lymphocytes and monocytes were counted using an automated hematology analyzer. The baseline peripheral LMR was calculated as the ratio of absolute counts between peripheral lymphocytes and monocytes. All patients had no self-reported acute infections, indicating that the cell counts represented a normal baseline value.
Follow-up
Follow up was performed every 3 months for the first 2 years after treatment and every 6 months thereafter. Evaluations included a CBC, liver function test, serum levels of CEA and CA19-9, physical examination and digital rectal examination at each visit. Chest radiography, CT scanning of the abdomen and pelvis and colonoscopy were conducted every 6 months after surgery. PET/CT is not regularly recommended, although some patients preferred its advantages regarding the early detection of recurrence. Each patient follow-up appointment was recorded in a database.
Statistical analysis
The primary endpoint of the present study was disease-free survival (DFS), which was defined as the time between operation and failure (including recurrence and/or distant metastasis). All statistical analyses were performed using SPSS software, version 19.0 (SPSS Inc., Chicago, IL, USA). The distributions of LMR were compared using the chi-square test or Fisher's exact test. DFS was analyzed and compared using the Kaplan-Meier method and the log-rank test. Multivariate analysis was performed using Cox proportional hazards regression, and all possible clinical factors were entered in the analysis. A two-tailed P value of <0.05 was considered significant.
Results
Patient characteristics
In our study, 280 patients were enrolled; the median follow-up period for all patients was 52 months (range, 0.5-106.37 months). The basic clinicopathological characteristics of the patients are presented in Table 1. Fifty patients (17.8%) experienced disease recurrence. Thirty-two patients (11.4%) died after the last follow-up.
Table 1.
Characteristic | Overall | LMR<3.78 | LMR≥3.78 | Chi-Square | P value |
---|---|---|---|---|---|
Gender | |||||
Male | 175 | 101 | 74 | 11.109 | 0.001 |
Female | 105 | 39 | 66 | ||
Age, y | |||||
<61 | 133 | 69 | 64 | 0.358 | 0.550 |
≥61 | 147 | 71 | 76 | ||
CEA level | |||||
Normal | 163 | 78 | 85 | 0.719 | 0.396 |
Elevated | 117 | 62 | 55 | ||
Tumor location | |||||
≤5 cm | 73 | 35 | 38 | 0.167 | 0.683 |
>5 cm | 207 | 105 | 102 | ||
Operation | |||||
AR | 227 | 107 | 120 | 3.933 | 0.047 |
APR | 53 | 33 | 20 | ||
Tumor grade | |||||
I | 19 | 11 | 8 | 1.205 | 0.547 |
II | 239 | 120 | 119 | ||
III | 22 | 9 | 13 | ||
Adjuvant treatment | |||||
No | 84 | 43 | 41 | 0.068 | 0.794 |
Chemotherapy | 196 | 97 | 99 |
Bold values are significant (P<0.05). LMR, lymphocyte-to-monocyte ratio; CEA, carcinoembryonic antigen; AR, anterior resection; APR, abdominoperineal resection
Absolute lymphocyte count (ALC) and absolute monocyte count (AMC) at time of initial diagnosis were derived from CBC counts. The distribution of the LMR is shown in Figure 1. The median value of LMR was 3.78, with an inter-quartile range of 2.73-4.82.
Correlations between LMR and clinicopathological factors
The correlations between LMR and clinicopathological factors are shown in Table 1. Using the median value of LMR (3.78) for the patient group, significant correlations were observed between LMR and sex (P=0.001) and between LMR and operation type (P=0.047). No significant correlation was observed between LMR and CEA level.
Survival analyses
As shown in Table 2, the correlation between DFS and each clinicopathological variable was examined using univariate analysis; normal CEA level (hazard ratio [HR]=0.470; 95% CI, 0.266-0.830; P= 0.009), higher LMR (as a continuous variable) (HR=0.790; 95%CI, 0.661-0.945; P=0.010) and female gender (HR=0.506; 95% CI, 0.264-0.970; P=0.040) were associated with a significantly lower risk of disease recurrence.
Table 2.
Univariate analysis | Multivariate analysis | |||
---|---|---|---|---|
Variable | HR (95% CI) | P value | HR (95% CI) | P value |
CEA level | 0.470 (0.266-0.830) | 0.009 | 0.508 (0.287-0.900) | 0.021 |
LMR | 0.790 (0.661-0.945) | 0.010 | 0.805 (0.675-0.959) | 0.015 |
Gender | 0.506 (0.264-0.970) | 0.040 | ||
Age | 1.026 (1.000-1.053) | 0.052 | ||
Operation | 0.760 (0.356-1.621) | 0.477 | ||
Tumor location | 0.731 (0.402-1.327) | 0.303 | ||
Tumor grade | 0.939 (0.463-1.903) | 0.862 | ||
Adjuvant treatment | 0.987 (0.531-1.835) | 0.967 |
Bold values are significant (P<0.05). DFS, disease-free survival; HR, hazard ratio; CI, confidence interval
The following parameters were included in the Cox proportional hazards model by backward elimination: LMR as a continuous variable, CEA level (elevated vs. normal), age as a continuous variable, gender (male vs. female), operation (APR vs. AR), tumor location (low rectal cancer vs. high rectal cancer), tumor grade (highly differentiated vs. moderately differentiated vs. poorly differentiated), and adjuvant treatment (adjuvant chemotherapy vs. no chemotherapy).
When DFS was compared between patients with higher and lower LMR (≥2.73 vs. <2.73; ≥3.78 vs. <3.78; ≥4.82 vs. <4.82), a significance difference was detected regardless of the cutoff point used (respective 5-year DFS rates: 83.6% vs. 70.6%, P=0.009; 86.5% vs. 73.8%, P=0.005; and 88.5% vs. 77.2%, P=0.041; Figure 2).
Using multivariate analysis, CEA level (HR=0.508; 95% CI, 0.287-0.900; P=0.021) and LMR (HR=0.805; 95% CI, 0.675-0.959; P=0.015) remained significantly associated with DFS.
Because the CEA level was not significantly correlated with LMR and both of these factors were significantly associated with DFS in patients with pT3N0 rectal cancer, the patients were divided into four subgroups according to CEA level (elevated vs. normal) and LMR (≥3.78 vs. <3.78). As shown in Figure 3, 22% of the patients with pT3N0 exhibited both elevated CEA and lower LMR before treatment; these patients exhibited lower DFS rates than the other three subgroups (Table 3). The 5-year accumulated disease recurrence rate was approximately 40% for patients with elevated CEA and lower LMR. In contrast, it was approximately 15% for the other three groups.
Table 3.
Subgroup | LMR<3.78+normal CEA | LMR≥3.78+normal CEA | LMR<3.78+elevated CEA | LMR≥3.78+elevated CEA | Chi-Square | P value | |
---|---|---|---|---|---|---|---|
N (%) | 78 (27.9) | 85 (30.4) | 62 (22.1) | 55 (19.6) | 20.303 | <0.001 | |
5-year DFS | 84.3% | 84.9% | 60.8% | 88.3% | |||
LMR<3.78+normal CEA | - | - | - | - | |||
LMR≥3.78+normal CEA | χ2=0.569 P=0.451 |
- | - | - | |||
LMR<3.78+elevated CEA | χ2=8.486 P=0.004 |
χ2=14.237 P<0.001 |
- | - | |||
LMR≥3.78+elevated CEA | χ2=0.122 P=0.727 |
χ2=0.074 P=0.785 |
χ2=8.676 P=0.003 |
- |
Bold values are significant (P<0.05)
Discussion
Current guidelines issued by the National Comprehensive Cancer Network recommend that all patients with clinical stage II/III rectal cancer should be treated with preoperative radio-chemotherapy followed by TME. However, whether patients with pT3N0 rectal cancer who received upfront TME should undergo adjuvant therapy remains controversial.
An increasing number of studies suggest a strong link between inflammation and cancer, and the pretreatment of peripheral inflammatory cells, including neutrophils, lymphocytes and monocytes, has been significantly associated with progression and prognosis in various types of cancers.
The peripheral blood lymphocyte count is an important surrogate marker of immunological reconstitution following stem cell transplantation in non-Hodgkin lymphoma, and lymphopenia is a surrogate marker of host immunological incompetence 9. Lymphopenia prior to the initiation of systemic treatment is a powerful predictor of clinical outcome in hematologic and solid malignancies 12. Lymphopenia prior to the initiation of systemic treatment is also a poor-risk feature in patients with stage II and III rectal cancer who have been treated with neoadjuvant chemoradiotherapy 13-15. The induction of programmed cell death, antibody-dependent cellular cytotoxicity, and complement-dependent cytotoxicity play important roles in slowing or preventing disease progression and distant metastasis in rectal cancer 16. Lymphopenia might impair the efficacy of the immune system by impairing antibody-dependent cell-mediated cytotoxicity due to a lack of effector cells.
Monocyte-associated macrophages might contribute to the suppression of host anti-tumor immunity and the promotion of tumor angiogenesis 17. Furthermore, monocytes might also provide trophic factors that directly promote the growth and survival of cancer cells 18. Wilcox et al. have shown that peripheral blood monocytes and their progeny within the tumor microenvironment express the T-cell co-inhibitory ligand B7-H1 (PD-L1), which stimulates the expansion of suppressive regulatory T cells 19. Monocytes are direct precursors of hematopoietic stem cell-derived macrophages. After recruitment into the tumor tissue, monocytes can differentiate into tumor-associated macrophages, which are an important component of infiltrating inflammatory cells, and might interact with tumor cells to promote tumor development by producing various cytokines and chemokines 20. Therefore, it is not surprising that peripheral blood monocytosis is an adverse prognostic factor for various tumors 21-25.
In hematology malignancies 8,21 and solid tumors 10,11,26-32, including lung cancer, bladder cancer, breast cancer, oropharyngeal cancer, pancreatic adenocarcinoma, gastric cancer and renal cell carcinoma, literature reports show that a low pre-treatment peripheral LMR level is significantly unfavorable and represents a useful marker for predicting outcomes.
To our knowledge, this is the first large-scale study to evaluate the prognostic significance of LMR in patients with rectal cancer and pT3N0 rectal cancer in particular. We performed a retrospective cohort study on 280 patients with pT3N0 rectal cancer who had received TME with or without adjuvant chemotherapy to evaluate the prognostic values of pretreatment peripheral LMR and other clinical factors. Our results confirmed previous findings that normal CEA levels were associated with a favorable prognosis for patients with rectal cancer 33. More importantly, we found that a lower LMR was significantly associated with a high probability of disease failure and inferior DFS and was able to predict patient prognosis for pT3N0 rectal cancer after TME independently of other variables.
Interestingly, we also found that LMR was not significantly associated with CEA level. Moreover, LMR <3.78 was associated with inferior DFS in patients with elevated CEA but was not associated with a survival difference in patients with normal CEA. These results suggest that host immune status affects survival in patients with pT3N0, especially in patients with elevated CEA. Patients with rectal cancer who are staged as pT3N0 with elevated CEA level might already have micrometastases and are more likely to relapse after curative treatment. In those patients, an immune reaction, indicated by elevated LMR, might be sufficient to eradicate the micrometastases and afford good disease control, as with patients exhibiting normal CEA. Thus, in patients with both elevated CEA and LMR <3.78 at diagnosis, adjuvant radio-chemotherapy appears strongly recommended. In patients with normal CEA or LMR ≥3.78, radical surgery might suffice, and postoperative adjuvant treatment might not lead to improved treatment outcomes.
Conclusions
Taken together, these findings show for the first time that pre-surgery low peripheral blood LMR predicts unfavorable prognosis in patients with pT3N0 rectal cancer, especially in patients with elevated CEA at initial diagnosis. This biomarker can be derived directly from routine blood cell counts and can easily be applied as a prognostic marker and as an individual treatment index for pT3N0 rectal cancer in the clinical setting. Further studies in a multicenter or prospective manner are warranted.
Acknowledgments
This study was supported by the National Natural Science Foundation of China (No. 81071891, 81402533), the Science and Technology Planning Project of Guangdong Province, China (No. 2010B0807017), the Natural Science Foundation of Guangdong Province, China (No. S2013040013158), and the Young Scientists fund of Sun Yat-sen University, China (No. 12ykpy57).
Abbreviations
- TME
total mesorectal excision
- pT3N0
pathological T3N0
- CEA
carcinoembryonic antigen
- LMR
lymphocyte-monocyte ratio
- CT
computed tomography
- MRI
magnetic resonance imaging
- LAR
low anterior resection
- AR
abdominoperineal resection
- DFS
disease-free survival
- CBC
complete blood count
- HR
hazard ratio
- ALC
absolute lymphocyte count
- AMC
absolute monocyte count
References
- 1.Willett CG, Badizadegan K, Ancukiewicz M, Shellito PC. Prognostic factors in stage T3N0 rectal cancer: do all patients require postoperative pelvic irradiation and chemotherapy? Dis Colon Rectum. 1999;42:167–73. doi: 10.1007/BF02237122. [DOI] [PubMed] [Google Scholar]
- 2.Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2014;44:646–74. doi: 10.1016/j.cell.2011.02.013. [DOI] [PubMed] [Google Scholar]
- 3.Hornychova H, Melichar B, Tomsova M. et al. Tumor-infiltrating lymphocytes predict response to neoadjuvant chemotherapy in patients with breast carcinoma. Cancer Invest. 2008;26:1024–31. doi: 10.1080/07357900802098165. [DOI] [PubMed] [Google Scholar]
- 4.Bruckner HW, Lavin PT, Plaxe SC. et al. Absolute granulocyte, lymphocyte, and moncyte counts. Useful determinants of prognosis for patients with metastatic cancer of the stomach. JAMA. 1982;247:1004–6. doi: 10.1001/jama.247.7.1004. [DOI] [PubMed] [Google Scholar]
- 5.Chew V, Chen J, Lee D. et al. Chemokine-driven lymphocyte infiltration: an early intratumoural event determining long-term survival in resectable hepatocellular carcinoma. Gut. 2012;61:427–38. doi: 10.1136/gutjnl-2011-300509. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sun D, Elson P, Liedtke M. et al. Absolute lymphocyte count at day 28 independently predicts event-free and overall survival in adults with newly diagnosed acute lymphoblastic leukemia. Am J Hematol. 2012;87:957–960. doi: 10.1002/ajh.23279. [DOI] [PubMed] [Google Scholar]
- 7.Wilcox RA, Ristow K, Habermann TM. et al. The absolute monocyte and lymphocyte prognostic score predicts survival and identifies high-risk patients in diffuse large-B-cell lymphoma. Leukemia. 2011;25:1502–1509. doi: 10.1038/leu.2011.112. [DOI] [PubMed] [Google Scholar]
- 8.Li YL, Pan YY, Jiao Y. et al. Peripheral blood lymphocyte/monocyte ratio predicts outcome for patients with diffuse large B cell lymphoma after standard first-line regimens. Ann Hematol. 2014;93:617–26. doi: 10.1007/s00277-013-1916-9. [DOI] [PubMed] [Google Scholar]
- 9.Porrata LF, Ristow K, Colgan JP. et al. Peripheral blood lymphocyte/monocyte ratio at diagnosis and survival in classical Hodgkin's lymphoma. Haematologica. 2012;97:262–9. doi: 10.3324/haematol.2011.050138. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Szkandera J, Gerger A, Liegl-Atzwanger B. et al. The lymphocyte/monocyte ratio predicts poor clinical outcome and improves the predictive accuracy in patients with soft tissue sarcomas. Int J Cancer. 2014;135:362–70. doi: 10.1002/ijc.28677. [DOI] [PubMed] [Google Scholar]
- 11.Li J, Jiang R, Liu WS. et al. A large cohort study reveals the association of elevated peripheral blood lymphocyte-to-monocyte ratio with favorable prognosis in nasopharyngeal carcinoma. PLoS One. 2013;8:e83069. doi: 10.1371/journal.pone.0083069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ray-Coquard I, Cropet C, Van Glabbeke M. et al. Lymphopenia as a prognostic factor for overall survival in advanced carcinomas, sarcomas and lymphomas. Cancer Res. 2009;69:5383–91. doi: 10.1158/0008-5472.CAN-08-3845. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Choi CH, Kim WD, Lee SJ. et al. Clinical predictive factors of pathologic tumor response after preoperative chemoradiotherapy in rectal cancer. Radiat Oncol J. 2012;30:99–107. doi: 10.3857/roj.2012.30.3.99. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Kim IY, You SH, Kim YW. Neutrophil-lymphocyte ratio predicts pathologic tumor response and survival after preoperative chemoradiation for rectal cancer. BMC Surg. 2014;14:94. doi: 10.1186/1471-2482-14-94. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Krauthamer M, Rouvinov K, Ariad S. et al. A study of inflammation-based predictors of tumor response to neoadjuvant chemoradiotherapy for locally advanced rectal cancer. Oncology. 2013;85:27–32. doi: 10.1159/000348385. [DOI] [PubMed] [Google Scholar]
- 16.Liljefors M, Nilsson B, Hjelm Skog AL. et al. Natural killer (NK) cell function is a strong prognostic factor in colorectal carcinoma patients treated with the monoclonal antibody 17-1A. Int J Cancer. 2003;105:717–23. doi: 10.1002/ijc.11139. [DOI] [PubMed] [Google Scholar]
- 17.Dirkx AE, Oude Egbrink MG, Wagstaff J. et al. Monocyte/macrophage infiltration in tumors: modulators of angiogenesis. J Leukoc Biol. 2006;80:1183–96. doi: 10.1189/jlb.0905495. [DOI] [PubMed] [Google Scholar]
- 18.Wilcox RA, Wada DA, Ziesmer SC. et al. Monocytes promote tumor cell survival in T-cell lymphoproliferative disorders and are impaired in their ability to differentiate into mature dendritic cells. Blood. 2009;114:2936–44. doi: 10.1182/blood-2009-05-220111. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Schmidt H, Bastholt L, Geertsen P. et al. Elevated neutrophil andmonocyte counts in peripheral blood are associated with poor survival in patients with metastaticmelanoma: a prognostic model. Br J Cancer. 2005;93:273–8. doi: 10.1038/sj.bjc.6602702. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Richards DM, Hettinger J, Feuerer M. Monocyt es and macrophages in cancer: development and functions. Cancer Microenviron. 2013;6:179–91. doi: 10.1007/s12307-012-0123-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Koh YW, Shin SJ, Park C. et al. Absolute monocyte count predicts overall survival in mantle cell lymphomas: correlation with tumour-associated macrophages. Hematol Oncol. 2014;32:178–86. doi: 10.1002/hon.2106. [DOI] [PubMed] [Google Scholar]
- 22.Mo H, Shi Y, Han X. et al. Absolute monocyte count is a prognostic indicator in a patient with diffuse large B-cell lymphoma after autologous peripheral blood stem cell transplant. Leuk Lymphoma. 2015;56:515–7. doi: 10.3109/10428194.2014.920504. [DOI] [PubMed] [Google Scholar]
- 23.Porrata LF, Ristow K, Markovic SN. Absolute monocyte count at diagnosis and survival in mantle cell lymphoma. Br J Haematol. 2013;63:545–7. doi: 10.1111/bjh.12531. [DOI] [PubMed] [Google Scholar]
- 24.Tadmor T, Bari A, Sacchi S. et al. Monocyte count at diagnosis is a prognostic parameter in diffuse large B-cell lymphoma: results from a large multicenter study involving 9 patients in the pre- and post-rituximab era. Haematologica. 2014;99:25–30. doi: 10.3324/haematol.2013.088161. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Nitta H, Terui Y, Yokoyama M. et al. Absolute peripheral monocyte count at diagnosis predicts central nervous system relapse in diffuse large B-cell lymphoma. Haematologica. 2015;100:87–90. doi: 10.3324/haematol.2014.114934. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Huang SH, Waldron JN, Milosevic M. et al. Prognostic value of pretreatment circulating neutrophils, monocytes, and lymphocytes in oropharyngeal cancer stratified by human papillomavirus status. Cancer. 2015;121:545–55. doi: 10.1002/cncr.29100. [DOI] [PubMed] [Google Scholar]
- 27.Hu P, Shen H, Wang G. et al. Prognostic significance of systemic inflammation-based lymphocyte- monocyte ratio in patients with lung cancer: based on a large cohort study. PLoS One. 2014;9:e08062. doi: 10.1371/journal.pone.0108062. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Temraz S, Mukherji D, Farhat ZA. et al. Preoperative lymphocyte-to-monocyte ratio predicts clinical outcome in patients undergoing radical cystectomy for transitional cell carcinoma of the bladder: a retrospective analysis. BMC Urol. 2014;4:76. doi: 10.1186/1471-2490-14-76. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Fujiwara Y, Misawa T, Shiba H. et al. Postoperative peripheral absolute blood lymphocyte-to-monocyte ratio predicts therapeutic outcome after pancreatic resection in patients with pancreatic adenocarcinoma. Anticancer Res. 2014;34:563–8. [PubMed] [Google Scholar]
- 30.Zhou X, Du Y, Xu J. et al. The preoperative lymphocyte to monocyte ratio predicts clinical outcomes in patients with stage II/III gastric cancer. Tumour Biol. 2014;35:11659–66. doi: 10.1007/s13277-014-2504-x. [DOI] [PubMed] [Google Scholar]
- 31.Lin GN, Peng JW, Liu DY. et al. Increased lymphocyte to monocyte ratio is associated with better prognosis in patients with newly diagnosed metastatic nasopharyngeal carcinoma receiving chemotherapy. Tumour Biol. 2014;35:10849–54. doi: 10.1007/s13277-014-2362-6. [DOI] [PubMed] [Google Scholar]
- 32.Hutterer GC, Stoeckigt C, Stojakovic T. et al. Low preoperative lymphocyte-monocyte ratio (LMR) represents a potentially poor prognostic factor in nonmetastatic clear cell renal cell carcinoma. Urol Oncol. 2014;32:1041–8. doi: 10.1016/j.urolonc.2014.04.001. [DOI] [PubMed] [Google Scholar]
- 33.Nissan A, Stojadinovic A, Shia J. et al. Predictors of recurrence in patients with T2 and early T3, N0 adenocarcinoma of the rectum treated by surgery alone. J Clin Oncol. 2006;24:4078–84. doi: 10.1200/JCO.2006.06.2968. [DOI] [PubMed] [Google Scholar]