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Revista de la Facultad de Medicina Humana

versión impresa ISSN 1814-5469versión On-line ISSN 2308-0531

Rev. Fac. Med. Hum. vol.24 no.3 Lima jul./set. 2024  Epub 28-Jun-2024

http://dx.doi.org/10.25176/rfmh.v24i3.6679 

Original Article

Impact of neutrophil-lymphocyte ratio in acral lentiginous melanoma

Joseph Alburqueque-Melgarejo1  , Master in Medicine

Martha Eugenia Aguirre Coronad2  , Internal Medicine

Brady Beltrán Gárate3  , Medical Oncologist

1Universidad Cientíca del Sur, Lima, Peru.

2Hospital de Emergencias José Casimiro Ulloa, Lima, Peru.

3Instituto de investigaciones en Ciencias Biomédicas. Faculty of Human Medicine. Universidad Ricardo Palma, Lima, Peru.

ABSTRACT

Introduction:

Acral lentiginous melanoma (ALM) is the fourth type of cutaneous melanoma and is the most common subtype in some countries in Latin America and Asia. The neutrophil-lymphocyte ratio (NLR) is an inflammatory marker that has been shown to be useful as a prognostic tool in several malignant neoplasms.

Objective:

The objective of the study was to evaluate whether NLR has prognostic value in ALM. A retrospective study was conducted that included patients with ALM between 2010 and 2015.

Methods:

An observational, analytical and retrospective cohort design was used. We worked with a total population of 69 patients with the diagnosis of acral lentiginous melanoma. For the statistical analysis, the SPSS statistical package version 26 was used. Univariate and multivariate Cox proportional regression models were performed.

Results:

A total of 69 patients with ALM were included. The median age was 68 years, with a predominance of females (55%). Most patients had T4 (34%), lymph node involvement (57.1%), and Clark III (34.4%). In univariate analysis, Clark level III/IV, anaplasia, lymphocytic infiltration, stage III-IV, and NLR were associated with prognoses. In the multivariate analysis, NLR >3.5 (HR 3.9, 95% CI 1.5-10.3, p=0.005) and Clark level III-IV (HR 3.5, 95% CI 1.6-7.8, p= 0.002) were associated with poor overall survival (OS).

Conclusions:

NLR is an independent prognostic factor for survival in ALM.

Key words (MeSH): Acral Lentiginous melanoma; Prognostic factor; Survival; Neutrophil-Lymphocyte Ratio.

INTRODUCTION

Malignant melanoma (MM) is the deadliest form of skin cancer worldwide1.

According to GLOBOCAN 2018, MM ranks thirteenth in global prevalence, with the highest number of cases reported in the United States, Germany, the United Kingdom, and Australia2,3. The main histological subtypes of cutaneous melanoma are superficial spreading melanoma, nodular melanoma, lentigo maligna, and acral melanoma. Acral melanoma is defined by its location and was first described by Reed in 1976, with the most common histological subtype being acral lentiginous melanoma (ALM)4.

While the genesis of non-acral melanoma is related to intermittent sun exposure, the pathogenesis of ALM is not fully defined1. Some studies have associated it with traumatic injuries, ultraviolet light exposure, and chemical exposure as risk factors, while others do not find these associations5-8. Clinically relevant prognostic factors for malignant cutaneous melanoma include tumor depth, clear margins, sentinel lymph node biopsy, and ulceration. Mitosis count is no longer considered relevant for prognosis. For the ALM subtype, clinically relevant prognostic factors include tumor depth and clinical stage9.

From a pathophysiological perspective, the use of NLR (neutrophil-to-lymphocyte ratio) is supported by the roles of both cell populations. Neutrophils, with their pro-tumoral phenotype, promote tumor growth, angiogenesis, and invasion, while lymphocytes, particularly T lymphocytes, play a crucial role in immune surveillance and response against cancer. An elevated NLR suggests a pro-inflammatory environment that may favor tumor progression and exhibit an ineffective immune response against cancer. Recently, new prognostic parameters such as the NLR have emerged, widely used in other types of neoplasms. We previously reported that NLR is related to survival in patients with aggressive B-cell and T-cell lymphomas10,11.

The clinical relevance of using NLR in Peruvian patients with ALM lies in its non-invasive and easily accessible nature, allowing for early prognosis estimation and risk stratification. Therefore, this study aims to demonstrate the prognostic value of NLR in patients with ALM, the most common cutaneous melanoma in Peru.

METHODS

STUDY DESIGN AND AREA

This study employed a quantitative, observational, retrospective cohort design. The STROBE checklist for cohort studies was applied12.

POPULATION AND SAMPLE

The study population consisted of patients diagnosed with Acral Lentiginous Melanoma treated at the Hospital Edgardo Rebagliati Martins between 2010 and 2015. Inclusion criteria considered patients with a histopathological diagnosis of Acral Lentiginous Melanoma, age over 18 years, complete clinical information, and adequate follow-up. Patients with a second neoplasm and those with incomplete clinical information were excluded.

VARIABLES AND INSTRUMENTS

Data for the study variables were collected from patients' medical records. Patients' clinical characteristics were classified accordingly.

The gender variable was assessed as a dichotomous qualitative variable. The primary tumor site was defined as a polytomous qualitative variable. Age was evaluated as a continuous quantitative variable and later divided into a dichotomous qualitative variable based on whether patients were considered elderly.

Tumor pathological characteristics were evaluated as qualitative variables, including Clark levels (I-IV), Breslow thickness (0.01-1, 1.01-2, 2.01-4, >4), presence of anaplasia (present, absent, unknown), ulceration (present, absent, unknown), microsatellitosis (present, absent, unknown), perineural infiltration (present, absent, unknown), lymphocytic infiltration (present, absent, unknown), vascular invasion (present, absent, unknown), nodal involvement (present, absent, unknown), number of affected nodes (1-2, 3-5, >6), pathological stage according to the 7th edition of the American Joint Committee on Cancer (AJCC 7th edition) (I, II, III, IV, unknown).

The neutrophil-to-lymphocyte ratio (NLR) was defined as the ratio of absolute neutrophil count to absolute lymphocyte count (NLR = ANC/ALC). Hematological variables (absolute counts of neutrophils, lymphocytes, monocytes, platelets) were measured using a Sysmex XN-1000 hematology analyzer, employing flow cytometry. Overall survival (OS) was calculated from the diagnosis of the disease (event) to the date of the last follow-up (censored).

STATISTICAL ANALYSIS

Data collected were entered into a database using SPSS version 26 for statistical analysis. Clinical-pathological information was analyzed using descriptive statistical tools, including absolute and relative frequencies for qualitative variables. An NLR cutoff of 3.5 was used for patient stratification according to the study by Vano Y et al.13. Inferential analysis employed survival analysis using the Kaplan-Meier method to generate survival curves, compared using the log-rank test. Additionally, a Cox proportional hazards regression model was conducted to establish univariate and multivariate survival models. The results of the Cox proportional hazards regression model were reported with a hazard ratio (HR) and their respective 95% confidence intervals (CIs). A p-value was considered significant if it was less than 0.05.

Ethical Aspects

The research project was approved (Letter N° 387-GRPR ESSALUD-2023) by the Ethics Committee of the Hospital Edgardo Rebagliati Martins. Patient confidentiality and rights were respected according to bioethical principles and the Declaration of Helsinki.

RESULTS

A total of 69 patients were analyzed, with a significant predominance of females (51.1%). The mean age was 68 years, and 68% of patients were over 60 years old. The plantar location was the most frequently affected site in ALM, with 88.4%, followed by palmar location at 8.6%, and subungual location at only 2.9% of cases (Table 1).

Table 1 Clinical characteristics of the patients  

N %
Patients 69
Age
Median (IQR) 68 (16, 89)
<60 22 31.9
>60 47 68.1
Gender
Female 38 55.1
Male 31 44.9
Primary site
Plantar 61 88.4
Palmar 6 8.6
Subungual 2 2.9

*IQR: Interquartile Range

In relation to the pathological characteristics, it was found that a Breslow thickness between 0.01 and 1 mm was present in 18.8% of the patients, 1.01-2 mm in 21.7%, 2.01-4 mm in 13% and more than 4 mm in 37.7% of patients. Ulceration was absent in more than half of the patients (58.0%) and most patients did not have perineural infiltration, lymphocyte infiltration and vascular invasion (89.9%, 82.6%, and 89.9%, respectively). Anaplasia and microsatellitosis were present in 5.8% and 1.4%, respectively. No tumor regression was found. Nodal involvement was present in 17.4%. Pathological stage I was present in 28.9% of the patients, stage II in 34.8%, stage III in 24.6%, and stage IV in 5.8% (Table 2).

Table 2 Pathological characteristics of the tumor 

N %
Patients 69
Clark levels
I 7 10.1
II 14 20.3
III 21 30.4
IV 13 18.8
V 6 8.7
Unknown 8 11.6
Breslow
0.01-1 13 18.8
1.01-2 15 21.7
2.01-4 9 13.0
> 4 26 37.7
Unknown 6 8.7
Anaplasia
No 59 85.5
Yes 4 5.8
Unknown 6 8.7
Ulceration
No 40 58.0
Yes 25 36.2
Unknown 4 5.8
Microsatellitosis
No 64 92.8
Yes 1 1.4
Unknown 4 5.8
Perineural infiltration
No 62 89.9
Yes 3 4.3
Unknown 4 5.8
Lymphocytic infiltration
No 57 82.6
Yes 8 11.6
Unknown 4 5.8
Vascular invasion
No 62 89.9
Yes 3 4.3
Unknown 4 5.8
Nodal involvement
No 53 76.8
Yes 12 17.4
Unknown 4 5.8
N° positive lymph nodes
1-2 7 58.3
3-5 4 33.3
>6 1 8.3
Regression
No 65 94.2
Yes 0 0.0
Unknown 4 5.8
Stage (7th Edition AJCC)
I 20 28.9
II 24 34.8
III 17 24.6
IV 4 5.8
Unknown 4 5.8

*AJCC: American Joint Committee on Cancer

82.6% of patients with clinical stage I to III underwent surgical intervention, and 76.9% of the patients had a complete lymph node dissection (CLND). Adjuvant treatment was performed in 32.3% of patients with stage IIB to IIIC. All patients with stage IV received the best supportive care and no systemic treatment due to poor functional status. The overall 5-year survival rate was 54.3% with a median of 6.3 months.

Univariate analysis using a Cox proportional hazards regression model showed that the variables Clark levels IV-V (HR: 1.8, 95% CI, 1.1-3.2, p = 0.016), anaplasia (HR: 3.0, 95% CI, 1.5-5.7, p = 0.022), lymphocyte infiltration (HR: 2.8, 95% CI, 1.6-5.0, p = 0.035), advanced clinical stage (HR: 2.5, 95% CI, 1.5-4.1, p = 0.030), and NLR > 3.5 (HR 2.1; 95% CI, 1.1-4.19, p = 0.002) were associated with poor prognosis. (Table 3).

Table 3 Univariate analysis using a Cox proportional hazards regression model to evaluate the utility of NLR in the prognosis of patients diagnosed with acral lentiginous melanoma. 

Median 5-year OS (%) HR p-value
Overall Survival 63 54.3
Age
<60 NR 52.8 Reference empty
>60 5.4 55.1 1.2 (0.7, 2.1) 0.867
Sex
Female 6.8 63.6 Reference
Male 3.5 45.1 2.1 (1.3, 3.5) 0.130
Clark Levels
I-III 6.7 58.7 Reference
IV-V 2.5 32.3 1.8 (1.1, 3.2) 0.016
Breslow Thickness
<1 6.3 54.3 Reference
>1 4.4 42.0 1.2 (0.6, 2.4) 0.644
Anaplasia
No 5.4 53.6 Reference
Yes 0.4 25.0 3.0 (1.5, 5.7) 0.022
Ulceration
No 6.3 61.1 Reference
Yes 3.2 41.8 1.8 (1.1, 3.0) 0.453
Lymphocytic Infiltration
No 6.3 57.4 Reference
Yes 2.2 25.0 2.8 (1.6, 5.0) 0.035
Clinical Stage
I-II 6.7 65.2 Reference
III-IV 2.5 30.9 2.5 (1.5, 4.1) 0.030
NLR
<3.5 6.6 57.6 Reference
>3.5 1.7 31.7 2.1 (1.1, 4.19) 0.002
LMR
>0.2 6.8 62.5 Reference
<0.2 4.4 49.6 1.7 (1.0, 3.1) 0.064
PLR
<170 6.6 58.7 Reference
>170 4.3 43.6 2.1 (1.2, 3.4) 0.085

*OS: Overall Survival, NLR: Neutrophil-Lymphocyte Ratio, LMR: Lymphocyte-Monocyte Ratio, PLR: Platelet-Lymphocyte Ratio

The multivariate analysis using a Cox proportional hazards regression model showed that the variables Clark levels IV-V (HR 3.5; 95% CI, 1.6-7.8, p = 0.002) and NLR >3.5 were associated with lower overall survival (HR: 3.9, 95% CI, 1.5-10.3, p = 0.005) (Table 4).

Table 4 Multivariate analysis using a Cox proportional hazards regression model to evaluate the utility of NLR in the prognosis of patients diagnosed with acral lentiginous melanoma 

95% CI
p-value HR Lowe Upper
Clark Level
I-III Reference
IV-V 1.2 0.002 3.5 1.6 7.8
NLR
<3.5 Reference
>3.5 1.4 0.005 3.9 1.5 10.3

*HR: Hazard Ratio, 95% CI: 95% Confidence Interval

The Kaplan-Meier survival curves for NLR levels according to the cutoff point of 3.5 to evaluate overall survival in patients diagnosed with acral lentiginous melanoma showed statistically significant differences between the high NLR and low NLR groups, according to the log-rank test (p<0.001). (Figure 1)

Figure 1: Kaplan-Meier curve for NLR with a cutoff point of 3.5 to evaluate prognosis in patients diagnosed with Acral Lentiginous Melanoma 

DISCUSSION

This is the first report in Latin America to study the role of NLR in ALM. In our cohort of 135 patients with cutaneous melanoma, 51.1% had ALM (69 cases). A previous Peruvian study found that ALM is the most frequent subtype of melanoma, accounting for 61.2% compared to non-acral melanomas14.

In non-acral cutaneous melanoma, some studies demonstrate the prognostic value of NLR, and three meta-analyses have confirmed its predictive role with checkpoint inhibitors or anti-BRAF treatment15,16,17. Recently, Cocorocchio et al. found that clinical stage, elevated serum LDH, and NLR > 5 were prognostic of OS in patients with advanced melanoma receiving BRAFi alone or combined with a MEK inhibitor (MEKi) at recommended doses. These data suggest an immunomodulatory effect of the therapy on the tumor microenvironment in addition to the direct treatment effect and could indicate some potential clinical biomarkers18. Finally, Bartlett et al. conducted a prospective study with metastatic cutaneous melanoma patients receiving anti-PD1 treatment, describing that patients with NLR > 5 had a higher disease burden and poorer functional status, which correlated with worse OS in both univariate and multivariate analyses19.

The rationale for NLR is that it measures the tumor inflammatory response (neutrophilia) and the host immune response (lymphopenia). One of its strengths is its simplicity of calculation, defined as the number of absolute circulating neutrophils divided by the absolute lymphocyte count18,19,20,21. Neutrophils exhibit dual behavior in the tumor microenvironment. Two subtypes or phenotypes have been established: high-density neutrophils (HDN) and low-density neutrophils (LDN)14.

The HDN subtype has antitumor activity and directly affects tumor cells or indirectly stimulates T-cell-mediated immunity. Conversely, the LDN subtype exhibits pro-tumoral activity that promotes progression, mediated by two mechanisms. LDNs promote the activation of suppressor T cells by secreting Arginine, regulating angiogenesis through the stimulation of vascular endothelial growth factors (VEGF). At the onset of inflammation, neutrophils have the HDN phenotype, but upon resolving this acute inflammation, the LDN phenotype accumulates. Chronic inflammation, as seen in cancer, results in the generation and accumulation of the LDN phenotype, leading to an unfavorable neutrophil phenotype. The proportion of LDN neutrophils increases with the tumor burden14.

On the other hand, lymphopenia is associated with reduced host immunity and indirectly with the stimulation of suppressor T cells20. These cells contribute to the decreased antitumor immune activity, with the most well-known being CD4+ CD25+ FOXP3+ regulatory T cells (Tregs). These cells are involved in preventing the immune response and inhibiting antitumor immune responses, thus maintaining normal balance in the body. However, Treg accumulation in cancer has been linked to poor outcomes in some cancer types21,22.

The importance of NLR in ALM has not been well-studied. However, there are few studies in Asia investigating its prognostic value23,24. Yu et al. evaluated baseline peripheral blood biomarkers to predict early-stage ALM outcomes treated with IFNα-2b and found that NLR ≥2.35 was associated with poor recurrence-free survival and OS25. Conversely, Jung et al. conducted a retrospective study in an Asian population to evaluate the efficacy of Ipilimumab in melanoma, finding that 31% had advanced-stage ALM. They found that NLR levels greater than 5 represented an independent poor prognostic factor for survival. Elevated NLR levels were observed in patients experiencing progressive disease, and low NLR predicted longer progression-free survival (PFS) and OS26. Additionally, Lee et al. conducted a retrospective cohort of 152 patients, of which 58 (38%) had ALM. NLR levels > 2.1 were associated with poorer progression-free survival (median 6.9 vs. 2.4 months, p = 0.015) and OS (median not reached vs. 10.4 months, p < 0.001)27,28. Our study aligns with these findings, confirming the prognostic role of NLR in ALM survival in the South American population.

This study has limitations. Regarding the study design, being a retrospective cohort with a small population compared to other series, the power and external validity are limited. Moreover, it was a single-center study conducted in one institution where patients were referred for surgical, adjuvant, or first-line treatment, thus requiring careful extrapolation of the study results. Additionally, data collection was based on the review of clinical records, posing a potential selection bias.

This study reports that ALM is a frequent and aggressive subtype of cutaneous melanoma in our country. This is the first Latin American report investigating the prognostic value of NLR in ALM, marking an initial step toward better understanding its tumor microenvironment. It also holds potential for targeting new therapeutic approaches in the future. Further research in prospective trials is needed.

CONCLUSION

The present study showed that NLR levels greater than 3.5 are associated with lower overall survival independently of other variables in patients with acral lentiginous melanoma, thus representing a notable prognostic marker in this population.

REFERENCES

1. Schadendorf D, van Akkooi ACJ, Berking C, Griewank KG, Gutzmer R, Hauschild A, et al. Melanoma. The Lancet. 2018; 392(10151):971-984. doi: 10.1016/S0140-6736(18)31559-9. [ Links ]

2. The Global Cancer Observatory. All Cancers Globocan 2018. Globocan. 2018;876:1-2. Disponible en: https://gco.iarc.fr/enLinks ]

3. Geller AC, Annas GD. Epidemiology of melanoma and nonmelanoma skin cancer. Semin Oncol Nurs. 2003;19(1):2-11. doi: 10.1053/sonu.2003.50000. [ Links ]

4. Krausz K. Pathology of Melanocytic Disorders. Pathology of Melanocytic Disorders 2ed. 2012. [ Links ]

5. Lv J, Dai B, Kong Y, Shen X, Kong J. Acral melanoma in Chinese: A clinicopathological and prognostic study of 142 cases. Sci Rep. 2016;6:31432. doi: 10.1038/srep31432. [ Links ]

6. Phan A, Touzet S, Dalle S, Ronger-Savlé S, Balme B, Thomas L. Acral lentiginous melanoma: A clinicoprognostic study of 126 cases. Br J Dermatol. 2006;155(3):561-9. doi: 10.1111/j.1365-2133.2006.07368.x. [ Links ]

7. Jung HJ, Kweon S-S, Lee J-B, Lee S-C, Yun SJ. A Clinicopathologic Analysis of 177 Acral Melanomas in Koreans. JAMA Dermatology. 2013;149(11):1281-8. doi: 10.1001/jamadermatol.2013.5853. [ Links ]

8. Darmawan CC, Jo G, Montenegro SE, Kwak Y, Cheol L, Cho KH, et al. Early detection of acral melanoma: A review of clinical, dermoscopic, histopathologic, and molecular characteristics. J Am Acad Dermatol. 2019;81(3):805-12. doi: 10.1016/j.jaad.2019.01.081. [ Links ]

9. Asgari MM, Shen L, Sokil MM, Yeh I, Jorgenson E. Prognostic factors and survival in acral lentiginous melanoma. Br J Dermatol. 2017;177(2):428-35. doi: 10.1111/bjd.15600. [ Links ]

10. Beltrán B, Paredes S, Cotrina E, Sotomayor E, Castillo JJ. The impact of the neutrophil : lymphocyte ratio in response and survival of patients with de novo diffuse large B-cell lymphoma. Leuk Res. 2018;67:82-5. doi: 10.1016/j.leukres.2018.02.011. [ Links ]

11. Beltran BE, Aguilar C, Quiñones P, Morales D, Chavez JC, Sotomayor EM, et al. The neutrophil-to-lymphocyte ratio is an independent prognostic factor in patients with peripheral T-cell lymphoma, unspecified. Leuk Lymphoma. 2016;57(1):58-62. doi: 10.3109/10428194.2015.1045897. [ Links ]

12. STROBE. Checklists - STROBE. 2023. Disponible en: https://www.strobe-statement.org/checklists/Links ]

13. Vano Y, Stéphane Oudard, By MA, Tetu P, Thibault C, Hail Aboudagga, et al. Optimal cut-off for neutrophil-to-lymphocyte ratio: Fact or Fantasy? A prospective cohort study in metastatic cancer patients. PLOS ONE. 2018 Apr 6;13(4):e0195042-2. doi: 10.1371/journal.pone.0195042 [ Links ]

14. Castaneda CA, Torres-Cabala C, Castillo M, Villegas V, Casavilca S, Cano L, et al. Tumor infiltrating lymphocytes in acral lentiginous melanoma: a study of a large cohort of cases from Latin America. Clin Transl Oncol. 2017;19(12):1478-88. doi: 10.1007/s12094-017-1685-3. [ Links ]

15. Sacdalan DB, Lucero JA, Sacdalan DL. Prognostic utility of baseline neutrophil-to-lymphocyte ratio in patients receiving immune checkpoint inhibitors: A review and meta-analysis. OncoTargets and Therapy. 2018. 11: p. 955-65. doi: 10.2147/OTT.S153290. [ Links ]

16. Ding Y, Zhang S, Qiao J. Prognostic value of neutrophil-to-lymphocyte ratio in melanoma: Evidence from a PRISMA-compliant meta-analysis. Med (United States). 2018;97(30):1-7. doi: 10.1097/MD.0000000000011446. [ Links ]

17. Zhan H, Ma JY, Jian QC. Prognostic significance of pretreatment neutrophil-to-lymphocyte ratio in melanoma patients: A meta-analysis. Clin Chim Acta. 2018;484:136-40. doi: 10.1016/j.cca.2018.05.055. [ Links ]

18. Cocorocchio E, Martinoli C, Gandini S, Pala L, Conforti F, Stucchi S, et al. Baseline neutrophil-to-lymphocyte ratio (NLR) is associated with outcome of patients treated with BRAF inhibitors. Clin Transl Oncol. 2020; 22(10):1818-1824. doi: 10.1007/s12094-020-02320-y. [ Links ]

19. Bartlett EK, Flynn JR, Panageas KS, Ferraro RA, Jessica JM, Postow MA, et al. High neutrophil-to-lymphocyte ratio (NLR) is associated with treatment failure and death in patients who have melanoma treated with PD-1 inhibitor monotherapy. Cancer. 2020;126(1):76-85. doi: 10.1002/cncr.32506. [ Links ]

20. Wade RG, Robinson A V., Lo MCI, Keeble C, Marples M, Dewar DJ, et al. Baseline Neutrophil-Lymphocyte and Platelet-Lymphocyte Ratios as Biomarkers of Survival in Cutaneous Melanoma: A Multicenter Cohort Study. Ann Surg Oncol. 2018;25(11):3341-9. doi: 10.1245/s10434-018-6660-x. [ Links ]

21. Davis JL, Langan RC, Panageas KS, Zheng J, Postow MA, Brady MS, et al. Elevated Blood Neutrophil-to-Lymphocyte Ratio: A Readily Available Biomarker Associated with Death due to Disease in High Risk Nonmetastatic Melanoma. Ann Surg Oncol. 2017;24(7):1989-96. doi: 10.1245/s10434-017-5836-0. [ Links ]

22. Ferrucci PF, Gandini S, Battaglia A, Alfieri S, Di Giacomo AM, Giannarelli D, et al. Baseline neutrophil-to-lymphocyte ratio is associated with outcome of ipilimumab-treated metastatic melanoma patients. Br J Cancer. 2015;112(12):1904-10. doi: 10.1038/bjc.2015.180. [ Links ]

23. Cassidy MR, Wolchok RE, Zheng J, Panageas KS, Wolchok JD, Coit D, et al. Neutrophil to Lymphocyte Ratio is Associated With Outcome During Ipilimumab Treatment. EBioMedicine. 2017;18:56-61. doi: 10.1016/j.ebiom.2017.03.029. [ Links ]

24. Aranda F, Vacchelli E, Obrist F, Eggermont A, Galon J, Sautès-Fridman C, et al. Prognostic and predictive value of the immune infiltrate in cancer. Oncoimmunology. 2012. 1(8):1323-1343. doi: 10.4161/onci.22009. [ Links ]

25. Ladányi A. Prognostic and predictive significance of immune cells infiltrating cutaneous melanoma. Vol. 28, Pigment Cell and Melanoma Research. 2015. 28 (5) p. 490-500. doi: 10.1111/pcmr.12371. [ Links ]

26. Yu J, Wu X, Yu H, Li S, Mao LL, Chi Z, et al. Systemic Immune-Inflammation Index and Circulating T-Cell Immune Index Predict Outcomes in High-Risk Acral Melanoma Patients Treated with High-Dose Interferon. Transl Oncol. 2017;10(5):719-25. doi: 10.1016/j.tranon.2017.06.004. [ Links ]

27. Jung M, Lee J, Kim TM, Lee DH, Kang JH, Oh SY, et al. Ipilimumab real-world efficacy and safety in Korean melanoma patients from the Korean named-patient program cohort. Cancer Res Treat. 2017;49(1):44-53. doi: 10.4143/crt.2016.024. [ Links ]

28. Lee J, Lee SJ, Kim K, Kim ST, Jang KT, Lee J. Comprehensive molecular and clinical characterization of Asian melanoma patients treated with anti-PD-1 antibody. BMC Cancer. 2019;19(1):1-7. doi: 10.1186/s12885-019-6030-5. [ Links ]

Funding Sources Statement: Self-funded.

8Article published by the Journal of the faculty of Human Medicine of the Ricardo Palma University. It is an open access article, distributed under the terms of the Creatvie Commons license: Creative Commons Attribution 4.0 International, CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/), that allows non-commercial use, distribution and reproduction in any medium, provided that the original work is duly cited. For commercial use, please contact revista.medicina@urp.edu.pe.

Received: July 05, 2024; Accepted: July 27, 2024

Corresponding author: Joseph Alburqueque-Melgarejo Address: Callao, Lima, Peru Phone: +51-979 862 474 Email:jalburqueque@cientifica.edu.pe

Conflict of interest Statement: The authors declare no conflicts of interest.

Authorship contributions: All authors significantly contributed to the research work. Conceptualization, J.A.M, B.B.G, M.E.A.C; methodology, B.B.G, M.E.A.C; analysis, J.A.M, B.B.G; investigation, M.E.A.C, J.A.M, B.B.G; data curation, J.A.M, B.B.G, M.E.A.C; writing - original draft preparation, B.B.G, M.E.A.C; writing - review and editing, J.A.M, B.B.G, M.E.A.C; visualization, J.A.M, B.B.G, M.E.A.C; supervision, J.A.M, B.B.G, M.E.A.C. All authors have read and agreed to the published version of the manuscript.

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