Volume 62(2); February

< Previous     Next >

Article Contents

Clin Exp Pediatr > Volume 62(2); 2019
Lee, Oh, Kim, and Lim: Lymphocyte-monocyte ratio at day 14 of first cisplatin-doxorubicin chemotherapy is associated with treatment outcome of pediatric patients with localized osteosarcoma



We aimed to determine the prognostic significance of lymphocyte counts and the lymphocytemonocyte ratio (LMR) in pediatric patients with osteosarcoma.


We retrospectively reviewed the medical records of 27 pediatric patients with localized extremity osteosarcoma, treated at the Korea Cancer Center Hospital between May 2002 and March 2016. Leukocyte counts and LMR before treatment and on day 14 (LMR14) of the first cisplatin-doxorubicin chemotherapy round were evaluated. Patients were dichotomized according to the median value of these parameters, and survival rates were compared.


The median age of the 27 patients was 9.9 years (range, 3.2–14.1 years) and tumor sites were: distal femur (n=14), proximal humerus (n=7), proximal tibia (n=2), proximal fibula (n=2), and elsewhere (n=2). Patients were followed up on for a median of 76.4 months (range, 4.5–174.7 months), and 5-year overall (OS) and event-free survival (EFS) rates were 66.0%±9.8% and 60.9%±9.7%, respectively. Patients with a higher pretreatment lymphocyte count (≥2,320/μL) had better OS (90.9% vs. 46.2%, P=0.04) and EFS (83.9% vs. 38.5%, P=0.02). However, the day 14 lymphocyte count was not associated with survival. While no survival difference was observed between patients grouped according to pretreatment LMR (median value, 6.3), patients with a higher LMR14 (≥5) fared better than those with lower LMR14 (5-year OS: 83.3% vs. 46.3%, P=0.04).


Pretreatment lymphocyte count and LMR during chemotherapy had prognostic significance in pediatric osteosarcoma patients. Further studies involving larger cohorts are necessary to validate our findings.


Osteosarcoma is the most common primary bone tumor in children and adolescents, with traditional therapeutic protocols comprising chemotherapy and surgical resection [1]. Previous studies have suggested several clinical features related to prognosis, including age, tumor location and size, histologic response to chemotherapy, and serum alkaline phosphatase level [2]. Histologic response to preoperative chemotherapy is the most agreed-upon prognostic indicator; however, it can only be obtained after surgery [2]. Thus, a new clinical prognostic indicator available early in therapy is necessary.
Leukocyte count in the peripheral blood of cancer patients has prognostic significance. Reported clinical data have shown that a low lymphocyte count was associated with advanced stages and poor survival of cancer patients [3]. Recently it has been suggested that the lymphocyte-monocyte ratio (LMR) has prognostic significance in various cancers [4]. In patients with diffuse large Bcell and Hodgkin lymphoma, a low pretreatment LMR indicated a poor prognosis [5,6]. Additionally, in patients with nonhematologic malignancies, including breast, colorectal, lung, and nasopharyngeal carcinomas, a low pretreatment LMR represented an unfavorable prognosis [7-10]. In pediatric malignancies, limited data are available about the prognostic significance of lymphocyte counts or the LMR. Furthermore, previous studies varied in the time point of analysis (pretreatment or at the nadir of first chemotherapy) or leukocyte indices (LMR or lymphocyte count). It has been reported that the absolute lymphocyte count (ALC) at the end of induction chemotherapy is a prognostic factor in childhood acute lymphoblastic leukemia [11-13]. Preoperative LMR was a predictor of survival in patients with osteosarcoma [14]. Early lymphocyte recovery after first chemotherapy, defined at day 14 or 15, was associated with better outcomes in children with osteosarcoma and Ewing sarcoma [15-17].
In this retrospective study, we analyzed leukocyte counts and their ratios in the peripheral blood of pediatric patients with osteosarcoma and evaluated their association with treatment outcomes. Most previous studies analyzed the prognostic value of pretreatment lymphocyte counts and LMR. Day 14 of cytotoxic chemotherapy is usually considered as the nadir, and we hypothesized that the leukocyte count and its ratios at this time point might reflect the actual immune status against the tumor. Leukocyte counts and ratios at 2-time points (pretreatment and day 14) were assessed, and we found that day 14 LMR (LMR14), as well as pretreatment lymphocyte count, had prognostic significance in pediatric osteosarcoma patients.

Materials and methods

1. Patients and treatments

We retrospectively identified 27 patients with osteosarcoma, treated at the Pediatric Department of Korea Cancer Center Hospital between May 2002 and March 2016. The study was approved by The Institutional Review Board of Korea Cancer Center Hospital (K-1710-002-014). Patients met the following criteria; (1) high-grade primary osteosarcoma; (2) no evidence of distant metastasis, i.e., localized disease; (3) no history of previous treatment, and (4) complete blood cell counts were tested before treatment and at the 14th day of first cisplatin-doxorubicin chemotherapy at our institution. Seven cases underwent surgery first and subsequently received 6 courses of combination chemotherapy. The remaining 20 patients received 2 courses of preoperative chemotherapy before undergoing definitive surgery. The standard chemotherapy was comprised of high-dose methotrexate (12 g/m2 on days 1 and 8), cisplatin (100 mg/m2 on day 15), and doxorubicin (60 mg/m2 over 48 hours, on day 15). Postoperative chemotherapy was modified according to the histologic response; 8 patients with a good response (≤10% residual viable tumor) [18] received the same therapy as the preoperative chemotherapy, while 12 cases with poor response (>10% residual viable tumor) [18] were switched to an ifosfamidebleomycin-doxorubicin-cisplatin based protocol. The dosages of cisplatin and doxorubicin were the same as the preoperative doses, and ifosfamide (14 g/m2) was infused continuously with bleomycin (30 mg/m2) for 7 days.

2. Statistical analysis

Patients were dichotomized according to the median values of absolute neutrophil count (ANC), ALC, absolute monocyte count (AMC), and LMR measured before treatment and at day 14 of first cisplatin-doxorubicin chemotherapy. Survival analysis was performed using the Kaplan-Meier method, and survival differences between the 2 groups were evaluated using the log-rank test. All calculations were performed using SPSS ver. 11.5 (SPSS Inc., Chicago, IL, USA), and P values of <0.05 were considered significant.


The median age of the 27 patients (9 female and 18 male) was 9.9 years (range, 3.2–14.1 years). The tumor sites were distal femur (n=14), proximal humerus (n=7), proximal tibia (n=2), proximal fibula (n=2), and elsewhere (n=2) (Table 1). All patients received granulocyte colony stimulating factor during the neutropenic period after chemotherapy, starting from a neutrophil count <500/μL. In addition to selected 5-hydroxytryptamine receptor antagonists, dexamethasone was used as an antiemetic for all patients when they received cisplatin and doxorubicin. The median pretreatment ANC, ALC, and AMC were 3,610/μL (range, 1,510–11,020/μL), 2,320/μL (range, 1,430–4,590/μL), and 370/μL (range, 200–1,011/μL), respectively. The median pretreatment LMR was 6.3 (range, 2.3–21.5). At day 14 of first cisplatin-doxorubicin chemotherapy, median values of ANC, ALC, and AMC were 580/μL (range, 40–5,470/μL), 1,540/μL (range, 650–2,610/μL), and 300/μL (range, 70–890/μL), respectively. In addition, the median LMR14 was 5.0 (range, 1.8–24.9).
Patients were followed for a median of 76.4 months (range, 4.5–174.7 months) and the 5-year overall (OS) and event-free survival (EFS) rates were 66.0%±9.8% and 60.9%±9.7%, respectively. The 7 patients who underwent surgery first had similar OS and EFS to those who received surgery after chemotherapy. The 5-year OS and EFS were not different according to age and tumor location. For the 20 patients who received preoperative chemotherapy, histologic response tended to affect EFS (P=0.09) (Table 2).
Patients were dichotomized according to the median values of pretreatment and day 14 ANC, ALC, AMC, and LMR, and survival rates were compared (Table 2). Patients with a higher pretreatment ALC had a better OS and EFS (Fig. 1A). However, survival was not different between the 2 patient groups according to their ALC values at day 14. We observed that a higher LMR14 was associated with a favorable outcome in osteosarcoma patients, while pretreatment LMR had no impact. Patients with an LMR14 ≥5.0 had a better OS than those with a lower LMR14 (<5.0) (P=0.04) (Fig. 1B). EFS also tended to be better in patients with an LMR14 ≥5.0 than in those with an LMR14 <5.0 (P=0.06) (Fig. 1B).


The role of the immune system has been demonstrated in many cancers. A low lymphocyte count has been observed in patients with advanced stages of cancer and is associated with poor survival [3]. Early lymphocyte recovery during chemotherapy has been associated with a better prognosis [11-13,15-17]. In the present study, we observed that a higher pretreatment lymphocyte count was associated with favorable prognosis of pediatric osteosarcoma, while the day 14 lymphocyte count was not. Interestingly, the LMR14 was associated with better survival of pediatric patients with osteosarcoma.
There are some limitations in our study. First, this was a retrospective study involving a small number of patients and treatments were not homogeneous, with 7 cases receiving surgery before chemotherapy. However, the survival rates of the 7 patients were similar to those who received chemotherapy before surgery, and we assumed that treatment heterogeneity had little impact on our study. Second, we analyzed the leukocyte count of the peripheral blood as a surrogate for the patients’ immune systems. Lymphocyte or monocyte infiltrates in the osteosarcoma tissue would more accurately reflect the anti-tumor immune response. However, this evaluation was not possible due to a limited amount of the biopsy samples; instead, we presumed that peripheral leukocyte count might correlate with lymphocyte or monocyte infiltrates in the osteosarcoma tissue.
It is unclear why osteosarcoma patients with a higher LMR had a better outcome. We surmised that LMR in peripheral blood may be surrogate of tumor-infiltrating immune cell populations and reflect a balance between immune effector cells (lymphocytes) and the tumor microenvironment (monocytes). Many studies demonstrated that lymphocyte counts in peripheral blood and the presence of tumor-infiltrating lymphocytes (TIL) are associated with favorable prognosis in patients with melanoma, lung, kidney, breast and ovarian cancer [19-21]. Meanwhile, it is suggested that lymphocyte counts in peripheral blood are prognostic due to an association with disease burden rather than TILs [22]. In contrast, monocytes or macrophages could promote tumor progression [23-26]. Increased numbers of monocytes in tumor tissues (tumor-associated macrophages, TAMs) were associated with the reduced survival of cancer patients [25,26]. TAMs are derived from monocytes in the peripheral blood and secrete cytokines, suppress the immune response, and promote angiogenesis [26]. It has been suggested that some monocytes in the peripheral blood may be myeloid-derived suppressor cells (MDSC) [27]. Elevated numbers of MDSCs in the peripheral blood were associated with shorter survival in patients with nonsmall cell lung cancer, colorectal, bladder, and thyroid cancers [27]. Recent studies have demonstrated that a high MDSC number are correlated with a poor response to ipilimumab or nivolumab [28,29]. We surmised that LMR in peripheral blood may be surrogate of tumor-infiltrating immune cell populations and reflect a balance between immune effector cells (lymphocytes) and the tumor microenvironment (monocytes). As the exact relationship between 2 compartments (peripheral blood and tumor microenvironment) is poorly understood, further studies are necessary.
While the prognostic significance of pretreatment LMR has been reported for several cancers [4-9,10,13], little data exist about the postchemotherapy LMR. In patients with diffuse large B-cell lymphoma, a low peripheral blood ALC/AMC ratio during R- CHOP cycle predicted inferior outcome [30]. In patients with acute lymphoblastic leukemia [11,12], non-Hodgkin lymphoma [13], Ewing sarcoma [17], and osteosarcoma [15,16], early lymphocyte recovery after chemotherapy is associated with a better outcome. Lymphopenia or late recovery during chemotherapy may be the result of preexisting immune dysfunction and/or T-lymphocyte inhibiting cytokines produced by the tumor cells [22]. We consider that a high LMR following chemotherapy suggests a dominant antitumor immune response of the lymphocytes.
In conclusion, a higher pretreatment lymphocyte count at diagnosis was associated with favorable prognosis of pediatric osteosarcoma, while the day 14 lymphocyte count was not. Furthermore, LMR14 after the first cisplatin-doxorubicin chemotherapy was associated with an improved outcome in pediatric patients with osteosarcoma. These indices may be used as prognostic indicators and potentially as biomarkers to predict the clinical response to immunotherapy in patients with osteosarcoma. As limited data exist about the prognostic significance of postchemotherapy LMR, further studies involving larger cohorts are necessary to validate our findings.

Conflicts of interest

No potential conflict of interest relevant to this article was reported.


This study was supported by a grant from the Korea Institute of Radiological and Medical Sciences (KIRAMS), funded by the Ministry of Science and ICT (MSIT), Republic of Korea (1711042677; 17110445548; 1711045553; 171104555/50534-2017).

Fig. 1.
(A) Patients with a higher pretreatment absolute lymphocyte count (ALC) had better overall survival (OS) and eventfree survival (EFS). (B) Patients with a higher lymphocyte-monocyte ratio on day 14 of chemotherapy (LMR14) had better OS and a tendency for better EFS.
Table 1.
Clinical characteristics of the 27 patients with osteosarcoma
Case Age (yr)/sex Location Pretreatment
At day14 of cisplatin-doxorubicin
Events (mo) Follow-up (mo) Final status
ALC (/μL) ANC (/μL) AMC (/μL) LMR ALC14 (/μL) ANC14 (/μL) AMC14 (/μL) LMR14
1 7.8/M Fibula 3,660 1,810 350 10.5 970 850 360 2.7 - 118.7 CDF
2 10.2/M Femur, distal 1,960 2,910 280 7.0 1,420 580 70 20.3 Lung meta (11.5) 47.7 DOD
3 9.7/F Femur, distal 4,300 2,800 200 21.5 2,030 4610 820 2.5 - 110.2 CDF
4 3.2/M Humerus, proximal 2,470 2,890 330 7.5 1,560 40 140 11.1 - 32.4 CDF
5 9.1/M Femur, distal 1,790 5,660 430 4.2 1,750 2,060 260 6.7 - 72.8 CDF
6 12.5/M Humerus, proximal 1,730 3,020 370 4.7 1,330 210 90 14.8 Lung meta (6.9) 174.7 NED
7 5.0/M Humerus, proximal 1,980 6,020 340 5.8 2,010 600 400 5.0 Lung meta (26.8) 37.5 DOD
8 8.8/M Femur, distal 1,850 3,590 470 3.9 1,500 250 90 16.7 - 123.4 CDF
9 14.1/M Femur, distal 1,910 6,080 820 2.3 1,410 130 70 20.1 - 126.9 CDF
10 4.8/M Femur, distal 4,590 7,040 910 5.0 2,340 140 340 6.9 - 11.0 CDF
11 7.8/F Humerus, proximal 2,520 3,610 270 9.3 2,600 2,540 890 2.9 - 88.3 CDF
12 6.6/F Radius, distal 3,330 3,520 430 7.7 880 70 200 4.4 - 122.2 CDF
13 10.9/F Humerus, proximal 2,010 5,680 320 6.3 650 240 260 2.5 Lung meta (25.5) 53.9 DOD
14 11.6/M Femur, distal 1,770 5,770 420 4.2 830 1,470 280 3.0 Local recur (16.1) 56.1 DOD
15 10.3/F Femur, distal 2,320 4,870 220 10.5 2,550 1,210 770 3.3 - 34.7 CDF
16 9.9/M Femur, distal 1,430 4,120 400 3.6 1,020 500 170 6.0 - 163.2 CDF
17 9.0/M Tibia, proximal 2,600 4,780 300 8.7 2,610 260 320 8.2 - 112.0 CDF
18 12.4/M Humerus, proximal 2,890 3,270 380 7.6 2,560 320 580 4.4 lung meta (13.6) 69.6 DOD
19 9.0/F Femur, distal 2,780 8,800 390 7.1 1,320 830 180 7.3 - 76.4 CDF
20 11.1/M Femur, distal 2,100 4,650 420 5.0 1,740 1,810 70 24.9 - 163.3 CDF
21 10.8/F Tibia, distal 2,690 3,350 230 11.7 1,500 100 300 5.0 - 150.9 CDF
22 12.2/F Femur, distal 1,660 11,020 550 3.0 1,030 4,360 400 2.6 Lung meta (25.6) 38.5 DOD
23 10.4/M Tibia, proximal 2,422 4,920 1,011 2.4 2,230 100 100 22.3 - 110.0 CDF
24 4.8/M Fibula shaft 1,560 1,510 250 6.2 1,540 5,470 850 1.8 Infection (4.5) 4.5 TRM
25 11.8/F Femur, distal 3,050 3,480 320 9.5 1,610 2,710 530 3.0 Lung meta (18.6) 127.1 DOD
26 13.7/M Humerus, proximal 1,470 2,670 530 2.8 930 370 420 2.2 bone meta (9.1) 11.3 DOD
27 5.6/M Femur, distal 2,640 3,070 280 9.4 1,820 300 350 5.2 - 15.1 CDF

ALC14, absolute lymphocyte count at day14; ANC14, absolute neutrophil count at day 14; AMC14, absolute monocyte count at day14; LMR, lymphocyte-monocyte ratio; meta, metastasis; CDF, continuously disease-free; DOD, died of disease; NED, no evidence of disease; TRM, treatment-related mortality.

Table 2.
Five-year survival according to clinical variables including leukocyte counts
Variable No. of cases OS (%) P value EFS (%) P value
Sex 0.80 0.52
 Male 18 61.3±12.5 58.4±12.2
 Female 9 75.0±15.3 66.7±15.7
Tumor location 0.37 0.17
 Distal femur 14 72.7±13.4 67.1±13.5
 Proximal tibia 2 100 100
 Proximal humerus 7 34.3±19.5 28.6±17.1
 Elsewhere 4 75.0±21.7 75.0±21.7
Neoadjuvant chemotherapy 0.50 0.19
 Yes 20 63.3±11.0 53.1±11.4
 No 7 75.0±21.7 83.3±15.2
Histologic response* 0.11 0.09
 Good 7 83.3±15.2 83.3±15.2
 Poor 13 53.9±13.8 38.5±13.5
Leukocyte counts
  ≥2,320/µL 14 90.0±9.5 0.04 83.9±10.5 0.02
  <2,320/µL 13 46.2±13.8 38.5±13.5
 AMC 0.57 0.97
  ≥370/µL 14 69.2±12.8 62.3±13.4
  <370/µL 13 51.3±15.8 59.2±14.1
 ANC 0.63 0.20
  <3,610/µL 13 65.8±14.1 52.8±14.1
  ≥3,610/µL 14 66.7±13.6 69.2±12.8
 ALC/AMC 0.21 0.16
  ≥6.3 13 80.0±12.7 76.2±12.1
  <6.3 14 54.2±13.8 47.1±13.8
At day 14 of CDDP-ADR
 ALC 0.77 0.44
  <1,540/µL 13 61.5±13.5 53.9±13.8
  ≥1,540/µL 14 72.2±13.9 68.1±13.3
 AMC 0.25 0.44
  <300/µL 13 75.0±12.5 69.2±12.8
  ≥300/µL 14 56.8±14.9 52.0±14.4
 ANC 0.19 0.27
  <580/µL 13 81.5±11.9 75.2±12.6
  ≥580/ µL 14 54.2±13.8 50.0±13.4
 ALC/AMC (LMR14) 0.04 0.06
  <5.0 12 46.3±15.0 41.7±14.2
  ≥5.0 15 83.3±10.8 78.3±11.2

Values are presented as mean±standard deviation.

OS, overall survival; EFS, event-free survival; CDDP-ADR, cisplatin-adriamycin; ALC, absolute lymphocyte count; AMC, absolute monocyte count; ANC, absolute neutrophil count; LMR, lymphocyte-monocyte ratio.

* Analyzed in 20 patients who received preoperative chemotherapy.


1. Isakoff MS, Bielack SS, Meltzer P, Gorlick R. Osteosarcoma: current treatment and a collaborative pathway to success. J Clin Oncol 2015;33:3029–35.
crossref pmid pmc
2. Pakos EE, Nearchou AD, Grimer RJ, Koumoullis HD, Abudu A, Bramer JA, et al. Prognostic factors and outcomes for osteosarcoma: an international collaboration. Eur J Cancer 2009;45:2367–75.
crossref pmid
3. Ray-Coquard I, Cropet C, Van Glabbeke M, Sebban C, Le Cesne A, Judson I, et al. Lymphopenia as a prognostic factor for overall survival in advanced carcinomas, sarcomas, and lymphomas. Cancer Res 2009;69:5383–91.
crossref pmid pmc
4. Nishijima TF, Muss HB, Shachar SS, Tamura K, Takamatsu Y. Prognostic value of lymphocyte-to-monocyte ratio in patients with solid tumors: a systematic review and meta-analysis. Cancer Treat Rev 2015;41:971–8.
crossref pmid
5. Sun HL, Pan YQ, He BS, Nie ZL, Lin K, Peng HX, et al. Prognostic performance of lymphocyte-to-monocyte ratio in diffuse large B-cell lymphoma: an updated meta-analysis of eleven reports. Onco Targets Ther 2016;9:3017–23.
pmid pmc
6. Vassilakopoulos TP, Dimopoulou MN, Angelopoulou MK, Petevi K, Pangalis GA, Moschogiannis M, et al. Prognostic implication of the absolute lymphocyte to absolute monocyte count ratio in patients with classical Hodgkin lymphoma treated with doxorubicin, bleomycin, vinblastine, and dacarbazine or equivalent regimens. Oncologist 2016;21:343–53.
crossref pmid pmc
7. Ni XJ, Zhang XL, Ou-Yang QW, Qian GW, Wang L, Chen S, et al. An elevated peripheral blood lymphocyte-to-monocyte ratio predicts favorable response and prognosis in locally advanced breast cancer following neoadjuvant chemotherapy. PLoS One 2014;9:e111886.
crossref pmid pmc
8. Wu Q, Hu T, Zheng E, Deng X, Wang Z. Prognostic role of the lymphocyte-to-monocyte ratio in colorectal cancer: an up-to-date metaanalysis. Medicine (Baltimore) 2017;96:e7051.
crossref pmid pmc
9. Li W, Ma G, Wu Q, Deng Y, Liu Y, Wang J. Prognostic value of lymphocyte-to-monocyte ratio among Asian lung cancer patients: a systematic review and meta-analysis. Oncotarget 2017;8:110606–13.
crossref pmid pmc
10. Li J, Jiang R, Liu WS, Liu Q, Xu M, Feng QS, 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.
crossref pmid pmc
11. Rubnitz JE, Campbell P, Zhou Y, Sandlund JT, Jeha S, Ribeiro RC, et al. Prognostic impact of absolute lymphocyte counts at the end of remission induction in childhood acute lymphoblastic leukemia. Cancer 2013;119:2061–6.
crossref pmid
12. Hirase S, Hasegawa D, Takahashi H, Moriwaki K, Saito A, Kozaki A, et al. Absolute lymphocyte count at the end of induction therapy is a prognostic factor in childhood acute lymphoblastic leukemia. Int J Hematol 2015;102:594–601.
crossref pmid pdf
13. Porrata LF, Inwards DJ, Ansell SM, Micallef IN, Johnston PB, Gastineau DA, et al. Early lymphocyte recovery predicts superior survival after autologous stem cell transplantation in non-Hodgkin lymphoma: a prospective study. Biol Blood Marrow Transplant 2008;14:807–16.
crossref pmid pmc
14. Liu T, Fang XC, Ding Z, Sun ZG, Sun LM, Wang YL. Pre-operative lymphocyte-to-monocyte ratio as a predictor of overall survival in patients suffering from osteosarcoma. FEBS Open Bio 2015;5:682–7.
crossref pmid pmc
15. Moore C, Eslin D, Levy A, Roberson J, Giusti V, Sutphin R. Prognostic significance of early lymphocyte recovery in pediatric osteosarcoma. Pediatr Blood Cancer 2010;55:1096–102.
crossref pmid
16. Lee L, Fei L, Pope J, Wagner LM. Early lymphocyte recovery and outcome in osteosarcoma. J Pediatr Hematol Oncol 2017;39:179–83.
crossref pmid
17. DuBois SG, Elterman K, Grier HE. Early lymphocyte recovery in Ewing sarcoma. J Pediatr Hematol Oncol 2007;29:351–2.
crossref pmid
18. Rosen G, Marcove RC, Huvos AG, Caparros BI, Lane JM, Nirenberg A, et al. Primary osteogenic sarcoma: eight-year experience with adjuvant chemotherapy. J Cancer Res Clin Oncol 1983;106 Suppl:55–67.
crossref pmid pdf
19. Tuthill RJ, Unger JM, Liu PY, Flaherty LE, Sondak VK, Southwest Oncology Group. Risk assessment in localized primary cutaneous melanoma: a Southwest Oncology Group study evaluating nine factors and a test of the Clark logistic regression prediction model. Am J Clin Pathol 2002;118:504–11.
crossref pmid pdf
20. Hadrup S, Donia M, Thor Straten P. Effector CD4 and CD8 T cells and their role in the tumor microenvironment. Cancer Microenviron 2013;6:123–33.
crossref pmid pdf
21. Badalamenti G, Fanale D, Incorvaia L, Barraco N, Listì A, Maragliano R, et al. Role of tumor-infiltrating lymphocytes in patients with solid tumors: Can a drop dig a stone? Cell Immunol 2018;Jan 30 [Epub]. pii: S0008-8749(18)30014-5. https://doi.org/10.1016/j.cellimm.2018.01.013.
22. Milne K, Alexander C, Webb JR, Sun W, Dillon K, Kalloger SE, et al. Absolute lymphocyte count is associated with survival in ovarian cancer independent of tumor-infiltrating lymphocytes. J Transl Med 2012;10:33
crossref pmid pmc
23. Bishara S, Griffin M, Cargill A, Bali A, Gore ME, Kaye SB, et al. Pretreatment white blood cell subtypes as prognostic indicators in ovarian cancer. Eur J Obstet Gynecol Reprod Biol 2008;138:71–5.
crossref pmid
24. Schmidt H, Bastholt L, Geertsen P, Christensen IJ, Larsen S, Gehl J, et al. Elevated neutrophil and monocyte counts in peripheral blood are associated with poor survival in patients with metastatic melanoma: a prognostic model. Br J Cancer 2005;93:273–8.
crossref pmid pmc pdf
25. Koh YW, Shin SJ, Park C, Yoon DH, Suh C, Huh J. Absolute monocyte count predicts overall survival in mantle cell lymphomas: correlation with tumour-associated macrophages. Hematol Oncol 2014;32:178–86.
crossref pmid
26. Chanmee T, Ontong P, Konno K, Itano N. Tumor-associated macrophages as major players in the tumor microenvironment. Cancers (Basel) 2014;6:1670–90.
crossref pmid pmc
27. Veglia F, Perego M, Gabrilovich D. Myeloid-derived suppressor cells coming of age. Nat Immunol 2018;19:108–19.
crossref pmid pmc pdf
28. Sade-Feldman M, Kanterman J, Klieger Y, Ish-Shalom E, Olga M, Saragovi A, et al. Clinical significance of circulating CD33+ CD11b+ HLA-DR-myeloid cells in patients with stage IV melanoma treated with ipilimumab. Clin Cancer Res 2016;22:5661–72.
crossref pmid
29. Tanizaki J, Haratani K, Hayashi H, Chiba Y, Nakamura Y, Yonesaka K, et al. Peripheral blood biomarkers associated with clinical outcome in non-small cell lung cancer patients treated with nivolumab. J Thorac Oncol 2018;13:97–105.
crossref pmid
30. Porrata LF, Ristow KM, Habermann TM, Witzig TE, Colgan JP, Inwards DJ, et al. Peripheral blood absolute lymphocyte/monocyte ratio during rituximab, cyclophosphamide, doxorubicin, vincristine and prednisone treatment cycles predicts clinical outcomes in diffuse large B-cell lymphoma. Leuk Lymphoma 2014;55:2728–38.
crossref pmid

Close layer
prev next