Evaluation of LMR, NLR and PLR as predictors of malignancy in indeterminate thyroid nodules
Objective. Thyroid nodules with indeterminate cytology represent 20% of all thyroid nodules. Inflammation plays an important role in cancer. Lymphocyte-to-monocyte ratio (LMR), neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) are independent prognostic scores in numerous cancers, although no study has documented their role in cytology indeterminate nodules. The aim of this study is to evaluate the role of LMR, NLR and PLR values as predictors of malignancy in patients with cytology indeterminate nodules. Methods. This retrospective study analysed data from 298 patients with indeterminate thyroid nodule. Anatomopathological and haematological data were analysed, dividing the population into two groups. LMR, NLR and PLR values were determined using ROC curve and data were analysed using independent samples t-test, test of proportions, Fisher’s exact test and univariate and multivariate logistic regression.
Results. We found that a baseline LMR value ≥ 4.09 was indicative of benignity of indeterminate nodule. The probability of malignancy in patients with LMR ˂ 4.09 was 26 times higher than patients with a LMR value ≥ 4.09. Conclusions. This study showed that only LMR has shown a concrete probability to find a thyroid cancer in patients with indeterminate nodules. Further studies are necessary to implement tailored treatment.
Papillary thyroid cancer (PTC) represents 90% of all malignant thyroid neoplasms 1. Thyroid cancer accounts 3-4% of new cancer diagnoses annually, representing the most common endocrine neoplasm 2. The incidence of thyroid cancer has increased in past decades due to the increased incidence of PTC 1. PTC is more frequent in women and has a mortality of 1/100,000 deaths per year 3. PTCs are indolent tumours, with an incidence of lymph node metastases of 30-90% 4. Diagnosis is performed with neck ultrasound associated with fine needle cytology (FNC), although non-diagnostic or indeterminate cytology rates are up to 20% 1,3. Early and accurate diagnosis allow to plan surgery and radiometabolic therapy, considering the high percentage of cytology indeterminate neoformations (Tir3a and Tir3b), it is desirable to identify haematological markers that can identify PTC at an early stage 5.
Genetic mutations play a role in risk assessment in indeterminate cytology. The risk of recurrence in tumours with BRAFV600E mutations versus wild-type BRAFV600E tumours has already been widely evaluated in the literature 1. The genetic mutation profile in indeterminate nodules is not always valuable in common practice, as this involves the execution of a second FNC, which is not well accepted by the patient. However, a blood sample is a noninvasive, well-tolerated, safe and inexpensive method and can be used in screening, diagnosis and follow-up. The immune system and inflammatory response are associated with initiation, progression, metastasis and prognosis of the cancer 6. The inflammatory mediators are neutrophils, lymphocytes, monocytes and platelets. Neutrophils and platelets contribute to tumourogenesis, producing pro-inflammatory cytokines such as endothelial growth factor (VEGF), tumour necrosis factor-α (TNF-α), interleukin-2 (IL-2), interleukin-6 (IL-6) and interleukin-10 (IL-10). On the other hand, monocytes and lymphocytes contribute with anti-tumoural effects 6. The lymphocyte-to-monocyte ratio (LMR), neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) are independent prognostic factors in many solid cancers 7. All these ratios can be calculated on routine preoperative blood samples with no additional costs and no discomfort to the patient.
In the literature it is established that the various ratios play an important role in prognosis of high-risk differentiated thyroid cancer (DTC) and in anaplastic thyroid cancer (ATC), but there are no studies on the role played in cytology indeterminate nodules 8,9.
The aim of this study is to evaluate the LMR, NLR and PLR values in patients with cytology indeterminate nodules without mutation analysis undergoing total thyroidectomy (TT) and compare these indices with anatomopathological findings. The routine use of these inflammatory indices can add information in cytology indeterminate nodules.
Materials and methods
We retrospectively collected data on 298 adult patients undergoing TT at the Department of Thyroid Surgery of the University of Campania “Luigi Vanvitelli” from March 2012 until December 2019. All patients had a multinodular goiter with a cytological diagnosis of indeterminate thyroid nodule (Tir3a or Tir3b) to FNC, according to the SIAPEC-IAP classification 5. Clinical and demographics records were reordered in an electronic database. Anatomopathological findings were evaluated and classified with tumour-node-metastases (TNM) staging, according to the American Joint Committee on Cancer (AJCC) staging system (8th edition) 10.
Table I shows the patients enrolled according to the inclusion and exclusion criteria. We included adult patients with: multinodular goiter with cytological diagnosis of Tir3a and Tir3b to FNC, complete medical history and complete preoperative blood tests. We excluded patients with: pregnancy; other histopathological thyroid cancer as medullary thyroid cancer (MTC) or ATC; previous thyroid tumours; distant metastases; autoimmune thyroid disease; previous tumours of the head-neck district; neck surgery within 5 years; neck radiation therapy; chronic inflammation due to HBV, HCV, chronic gastritis, nephritis or gout; immune or haematological disease; proliferative haemopoietic disorders. Moreover, we excluded patients with heart failure, use of anticoagulant drug, hypertension and diabetes mellitus. All excluded patients are shown in Figure 1. These conditions could represent a bias in white blood cell and platelet counts.
We divided the population into two groups based on anatomopathological results: PTC (Group A) and multinodular goiter (Group B). All patients underwent preoperative blood sample, FNC, neck ultrasound and fiberoptic-laryngoscopy tests in the 30 days prior to surgery. Clinical, demographic data and anatomopathological findings such as histopathological type, dimension, capsular invasion, vascular invasion, laterality, unifocality, multifocality and stage were obtained from archive files. Laboratory data, such as white blood cells, neutrophils, lymphocytes, monocytes, eosinophils, basophils and platelets were obtained from archive data. NLR, LMR and PLR were obtained from the simple relationship between the respectively values. All surgical procedures were performed by two surgeons (GD and GC). The surgical treatments performed were TT/near total thyroidectomy (NTT).
Blood samples were taken preoperatively as part of the routine preoperative tests and were collected in tubes containing ethylenediaminetetraacetic acid (EDTA) to allow study of white blood cell and platelet counts.
The study protocol was approved by the Ethics Committee of the University of Campania “Luigi Vanvitelli” with protocol AOU4588/2020. Written informed consent was obtained from all participants. All procedures performed were in accordance with the Helsinki Declaration.
Variables were continuous, described as mean and standard deviation, and categorical, described as number of cases and percentage. The population was divided in those with PTC (Group A) and those with benign goiter (Group B), according to anatomopathological reports. A nonparametric Wilcoxon-Mann-Whitney independent samples test was performed to compare continuous variables (age, blood sample values and LMR, NLR and PLR). Test of Proportions was conducted on categorical variables (number of cases based on anatomopathological reports of PTC or multinodular goiter). Moreover, the chi square test has been used in order to analyse gender. Odds ratio (OR) was calculated using univariate and multivariate Logistic Regression. Statistical significance was considered in case of p-value<0.05. Statistical analysis was performed with SPSS version 23 (SPSS©, Chicago, IL, USA).
Blood samples, clinical and anatomopathological data of 298 patients with multinodular thyroid goiter with a cytology indeterminate nodule, were analysed retrospectively. Baseline demographic and disease characteristics are reported in Table I. Group A had 57 patients (19.79% with a mean age of 49.08 ± 12.88) and Group B had 239 patients (80.21% with a mean age of 51.09 ± 15.15), without no significant difference between groups. Female patients were 78.46% of the studied population, with a similar percentage in the two groups.
The mean blood count values, LMR, NLR and PLR values are shown in Table II. Mean white blood cells, lymphocytes and monocytes were significantly different between groups with a p-values of < 0.001 for lymphocytes and monocytes and p-value of 0.018 for white blood cells. Mean LMR and mean PLR were significantly different between groups, with a p-value of < 0.001 and 0.009, respectively. NLR showed no significant difference between groups (p-value 0.057).
In Table III, prognostic scores were evaluated as odds factors for presence of the disease; in particular, we noticed that univariate LMR factor showed an OR of 0.13 (p-value < 0.001). Moreover, we calculated the univariate OR cancer when LMR was less than 4.09, which was 26.058 (p-value < 0.001). Other haematological prognostic factors showed no significant difference in OR.
We calculated the receiver operating characteristic (ROC) curves for LMR, PLR and NLR (Figs. 2-4). The ROC curve for LMR had an area under the curve (AUC) of 0.886 ± 0.19 with a cut-off value of 4.09, sensitivity of 84.7% and specificity of 82.4%. The ROC curve for PLR had an AUC of 0.623 ± 0.39 with a cut-off value of 121.665, sensitivity of 69.5% and specificity of 48.1% (Fig. 3). The ROC curve for NLR has an AUC of 0.58 ± 0.4, with no valid cut-off value or significant difference between groups (Fig. 4).
Our study attempted to find a correlation between LMR, PLR and NLR and prediction of malignancy or benignity in thyroid nodules with indeterminate cytology (Tir3a and Tir3b). In the literature, various studies have evaluated the values of LMR, PLR and NLR in patients with thyroiditis and in patients with differentiated carcinoma on thyroiditis, without finding statistically significant differences 11,12, but there are no examples of how these values can predict a greater risk of malignancy in Tir3a and Tir3b nodules. The aim of our study was to find an instrument that can identify, at the time of cytology diagnosis, patients with indeterminate cytology thyroid nodules with a greater risk of malignancy.
Accurate preoperative diagnosis of thyroid nodules represents a clinical problem for endocrinologists and endocrine surgeons. The key role is played by the pathologist who must cytologically characterise thyroid nodules undergoing FNC to allow the patient to receive tailored treatment. FNAC is the only exam that can provide a definitive preoperative diagnosis with a sensitivity and specificity of 68-98% and 56-100%, respectively 13,14. The Italian cytological classification includes the following diagnostic categories: Tir1, nondiagnostic; Tir1c, cystic; Tir2, negative for neoplasia; Tir3a, indeterminate low risk lesion; Tir3b, indeterminate high risk lesion; Tir4, suspicious for malignant neoplasm; and Tir5, positive for malignancy 5. The indeterminate lesions remain a large and controversial field regarding clinical and surgical treatment of thyroid nodules. The literature suggests that these lesions represent up to 20% of cytological diagnoses and represent a grey area in which both benign and malignant nodules are included 15,16. These data suggest that the high percentage of thyroid nodules with indeterminate cytology is associated with many thyroid surgeries, a cause of further morbidity and higher costs for increase in costs. Literature data suggests that approximately 70% of thyroid surgeries are unnecessary. Tir3a nodules, indeed, have a risk of malignancy of less than 10%, while Tir3b nodules have a risk of malignancy of 15-30%. Identification of haematological indices that can predict the benignity or malignancy of indeterminate nodules could significantly reduce the percentage of overtreatment.
Inflammatory cells in blood can promote cancer initiation, progression and worsen prognosis. The mediators of inflammatory response are neutrophils, lymphocytes, monocytes and platelets. Monocytes and lymphocytes are anti-tumoural mediators. Low levels of lymphocytes and monocytes are associated with poor prognosis and have been observed in advanced cancer stages 7. Monocytes induce apoptosis of cancerous cells to reduce angiogenesis, thus decreasing invasion and progression of cancer 17,18. In the literature, low LMR values are associated with poor prognosis and a high risk of recurrence of ATC and DTC 19,20. In our study, mean LMR value showed a significant difference between the two groups (p-value < 0.001) and univariate analysis had a p-value of < 0.001. We calculated a cut-off value of 4.09 (AUC 0.886 ± 0.1) with a sensitivity of 84.7% and a specificity of 82.4%. An LMR value > 4.09 is indicative of benignity of the indeterminate nodule. Moreover, the univariate OR when LMR value is lower than 4.09 was > 26 with a p-value of < 0.001. This means that the probability of disease in patients with LMR lower than 4.09 is 26 times higher than a patient with LMR value greater than 4.09. Moreover, univariate OR LMR was 0.130 with a p-value of < 0.001. We can interpret this outcome that the higher the LMR, the higher the probability that there is no cancer.
According to the recent literature, there are few correlations between PLR and risk of recurrence and prognosis of patients with thyroid cancer 21-23. In our population study, we observed a significant differences in mean PLR value between the two groups (p-value 0.009), but OR showed no significant significance. We calculated a PLR cut-off value of 121.665 (AUC 0.623 ± 0.39) with a sensitivity of 69.5% and a specificity of 48.1%, but it cannot be considered as a valid cut-off value.
The role of low NLR values as an independent prognostic factor in the prognosis of numerous solid neoplasm and thyroid cancer has been widely ascertained in the literature 7,21,22. Neutrophils produce VEGF, inhibit TNF-α and promote secretion of IL-2, IL-6 and IL-8; a high neutrophils count facilitates tumour progression and invasion, while a low lymphocyte count reduces antineoplastic activity 6. In our study, found no significant difference in NLR or a valid cut-off value, due to the low AUC found (AUC 0.58 ± 0.4).
This study showed that only LMR has a concrete probability to identify a thyroid cancer in indeterminate nodule patients. Even if mean PLR had a significant difference between the two groups, univariate analysis with PLR showed no significant results. Further studies are necessary to clarify and validate the specific role of LMR and PLR. Our hope is that these scores can be used to predict malignity of the indeterminate thyroid nodule to be submitted to surgery to avoid delays in treatment and/or avoid overtreatment by implementing tailored therapy.
Figures and tables
|Characteristics||Population||Group A||Group B||p-value|
|Cases (%)||298||59 (19.79)||239 (80.21)||< 0.001|
|Male||63 (21.14)||12 (20.33)||51 (21.33)||0.866|
|Female||235 (78.46)||47 (79.66)||188 (78.66)|
|Age (mean, ± SD)||50.69 (± 14.73)||49.08 (± 12.88)||51.09 (± 15.15)||0.370|
|TNM stage (8th ed.)|
|I (%)||56 (18.8)||56 (94.91)||NA||NA|
|II (%)||3(1)||3 (5.09)|
|Mean tumour size in cm (mean, ± SD)||1.54 (±0.9)||NA||NA|
|Laterality of tumour (%)|
|Right||24 (8.05)||24 (40.7)||NA||NA|
|Left||35 (11.75)||35 (59.3)|
|Cases (%)||298||59 (19.79)||239 (80.21)||< 0.001|
|Blood values||Population||Group A||Group B||p-value|
|Mean white blood cell (± SD)||7.30 (± 1.87)||6.81 (± 1.66)||7.41 (± 1.9)||0.02|
|Mean neutrophils (± SD)||4.61 (± 1.54)||4.32 (± 1.5)||4.68 (± 1.54)||0.62|
|Mean lymphocytes (± SD)||2.07 (± 0.55)||1.78 (± 0.36)||2.14 (± 0.57)||< 0.001|
|Mean monocytes (± SD)||0.41 (± 0.13)||0.50 (± 0.12)||0.39 (± 0.12)||< 0.001|
|Mean eosinophils (± SD)||0.15 (± 0.1)||0.14 (± 0.10)||0.15 (± 0.11)||0.289|
|Mean basophils (± SD)||0.04 (± 0.02)||0.04 (± 0.03)||0.38 (± 0.02)||0.784|
|Mean platelets (± SD)||260.370 (± 63.2)||254.800 (± 53.49)||262.426 (± 65.15)||0.439|
|Mean LMR (± SD)||5.61 (± 2.82)||3.46 (± 0.64)||6.10 (± 2.94)||< 0.001|
|Mean NLR (± SD)||2.31 (± 0.82)||2.26 (± 0.80)||2.49 (± 0.87)||0.58|
|Mean PLR* (± SD)||132.878 (± 43.02)||129.674 (± 43.42)||145.857 (± 39.13)||0.003|
|Univariate OR (95% CI)||p-value||Adjusted ORa (95% CI)||p-value|
|NLR||0.712 (0.440-1.152)||0.166||0.513 (0.61-4.326)||0.539|
|LMR||0.130 (0.071-0.238)||< 0.001||0.216 (0.028-1.671)||0.142|
|PLR||1.001 (0.991-1.012)||0.825||1.012 (0.969-1.057)||0.590|
|Cancer when LMR < 4.09||26.058 (11.898-57.072)||< 0.001||2.960 (0.787-11.136)||0.109|
- Haugen BR, Alexander EK, Bible KC. American Thyroid Association management guidelines for adult patients with thyroid nodules and differentiated thyroid cancer: the American Thyroid Association guidelines task force on thyroid nodules and differentiated thyroid cancer. Thyroid. 2015; 26:1-133. DOI
- Kitahara CM, Sosa JA. The changing incidence of thyroid cancer. Nat Rev Endocrinol. 2016; 12:646-653. DOI
- Cabanillas ME, McFadden DG, Durante C. Thyroid cancer. Lancet. 2016; 388:2783-2795. DOI
- Gambardella C, Patrone R, Di Capua F. The role of prophylactic central compartment lymph node dissection in elderly patients with differentiated thyroid cancer: a multicentric study. BMC Surg. 2019; 18:110. DOI
- Nardi F, Basolo F, Crescenzi A. Italian Consensus for the classification and reporting of thyroid cytology. J Endocrinol Invest. 2014; 37:593-599. DOI
- Dupré A, Malik HZ. Inflammation and cancer: what a surgical oncologist should know. Eur J Surg Oncol. 2018; 44:566-570. DOI
- Mercier J, Voutsadakis IA. Comparison of hematologic and other prognostic markers in metastatic colorectal cancer. J Gastrointest Cancer. 2019; 50:493-506. DOI
- Song L, Zhu J, Li Z. The prognostic value of the lymphocyte-to-monocyte ratio for high-risk papillary thyroid carcinoma. Cancer Manag Res. 2019; 11:8451-8462. DOI
- Yamazaki H, Sugino K, Matsuzu K. Inflammatory biomarkers and dynamics of neutrophil-to-lymphocyte ratio in anaplastic thyroid carcinoma. Endocrine. 2020; 70:115-122. DOI
- Zanoni DK, Patel SG, Shah JP. Changes in the 8th Edition of the American Joint Committee on Cancer (AJCC) staging of head and neck cancer: rationale and implications. Curr Oncol Rep. 2019; 21:52. DOI
- Ari A, Gunver F. Comparison of neutrophil-lymphocyte ratio and platelet-lymphocyte ratio in patients with thyroiditis and papillary tumors comparative study. J Int Med Res. 2019; 47:2077-2083. DOI
- Kutluturk F, Gul SS, Sahin S. Comparison of mean platelet volume, platelet count, neutrophil/ lymphocyte ratio and platelet/lymphocyte ratio in the euthyroid, overt hypothyroid and subclinical hyperthyroid phases of papillary thyroid carcinoma. Endocr Metab Immune Disord. 2019; 19:859-865. DOI
- Gharib H. Changing trends in thyroid practice: understanding nodular thyroid disease. Endocr Pract. 2004; 10:31-39. DOI
- Yassa L, Cibas ES, Benson CB. Long-term assessment of a multidisciplinary approach to thyroid nodule diagnostic evaluation. Cancer. 2007; 111:508-516. DOI
- Renshaw AA. Should “Atypical follicular cells” in thyroid fine-needle aspirates be subclassified?. Cancer Cytopathol. 2010; 118:186-189. DOI
- Faquin WC, Baloch ZW. Fine-needle aspiration of follicular patterned lesions of the thyroid: diagnosis, management, and follow-up according to National Cancer Institute (NCI) recommendations. Diagn Cytopathol. 2010; 38:731-739. DOI
- Chanmee T, Ontong P, Konno K. Tumor-associated macrophages as major players in the tumor microenvironment; Cancers (Basel). 2014; 6:1670-1690. DOI
- Goswami KK, Ghosh T, Ghosh S. Tumor promoting role of anti-tumor macrophages in tumor microenvironment. Cell Immunol. 2017; 316:1-10. DOI
- Yokota M, Katoh H, Nishimiya H. Lymphocyte-monocyte ratio significantly predicts recurrence in papillary thyroid cancer. J Surg Res. 2020; 246:535-543. DOI
- Ahn J, Song E, Oh HS. Low lymphocyte-to-monocyte ratios are associated with poor overall survival in anaplastic thyroid carcinoma patients. Thyroid. 2019; 29:824-829. DOI
- Ceylan Y, Kumanlıoğlu K, Oral A. The correlation of clinicopathological findings and neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in papillary thyroid carcinoma. Mol Imaging Radionucl Ther. 2019; 28:15-20. DOI
- Seretis C, Gourgiotis S, Gemenetzis G. The significance of neutrophil/lymphocyte ratio as a possible marker of underlying papillary microcarcinomas in thyroidal goiters: a pilot study. Am J Surg. 2013; 205:691-696. DOI
- Ozmen S, Timur O, Calik I. Neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) may be superior to C-reactive protein (CRP) for predicting the occurrence of differentiated thyroid cancer. Endocr Regul. 2017; 51:131-136. DOI
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
© Società Italiana di Otorinolaringoiatria e chirurgia cervico facciale , 2021
- Abstract viewed - 323 times
- PDF downloaded - 47 times