Original Article

Systemic Immune-inflammation Index in Patients with Migraine: Clinical, Scale and Radiological Characteristics

10.4274/nkmj.galenos.2023.03016

  • Duygu ARSLAN MEHDIYEV
  • Zeynep ÖZÖZEN AYAS
  • Gülgün UNCU

Received Date: 29.05.2022 Accepted Date: 07.06.2023 Namik Kemal Med J 2023;11(3):231-239

Aim:

Migraine is a common neurological disorder in which inflammation plays a role in its pathophysiology. Systemic immune inflammation index (SII) (platelet x neutrophil/lymphocyte) is a vital parameter that indicates inflammatory response and is used in follow-up and evaluation of prognosis for various diseases. The aim of this study is to compare the hematological parameters of patients with migraine and healthy controls and to determine the correlation between SII with the clinical features of migraine and migraine-related hyperintense lesions on brain magnetic resonance imaging (MRI).

Materials and Methods:

Migraine patients over 18 years old, who were admitted to the neurology outpatient clinic in a 48-month period, were included in the study. Healthy individuals were included in the study as the control group. Age, gender, duration of migraine diagnosis, migraine attack frequency, presence of aura, smoking, family history, presence of systemic disease, visual analog scale and migraine disability scale scores, presence of migraine-related hyperintense lesions on brain MRI were recorded for all patients in the study. Hemoglobin (Hb), red cell distribution width (RDW), neutrophil, lymphocyte, thrombocyte counts and SII values of the control group and migraine patients were compared.

Results:

Hb, lymphocyte, thrombocyte, and RDW levels were significantly higher in migraine patients (n=150) than in the control group (n=178) (p=0.03, p=0.05, p=0.002, p=0.000, respectively). SII was found to be significantly higher in female patients with a diagnosis of migraine compared to males (p=0.01). RDW value was significantly higher in patients with hyperintense lesions on MRI than in those without lesions (p=0.001).

Conclusion:

In our study, it is thought that RDW in patients with migraine may be a marker for the presence of migraine-related hyperintense lesions on MRI. However, although SII had a difference between genders in migraine, it has been observed that it is not a parameter that will contribute to the prediction for the disease for now.

Keywords: Migraine, inflammation, red cell distribution width, magnetic resonance image

INTRODUCTION

Headache is a common complaint in society, which almost everyone experiences at least once and is the most common reason for admission to a neurology outpatient clinic. Among the primary headaches, migraine is the third most common disease in the world and the third most common disease that causes disability in both men and women under the age of 50 years1. The overall prevalence of migraine is 12%, 18% in women and 6% in men2. In Turkey, the prevalence of migraine in the age group of 15-55 years is 16.4%; 21.8% in women and 10.9% in men3.

Although the pathophysiology of migraine remains unclear, it is currently accepted that it starts with cortical spreading depolarization and results in peripheral and central sensitization. With this depolarization wave stimulating the trigeminovascular system, various neuropeptides are secreted, causing vascular dilatation and sterile neurogenic inflammation resulted from the extravasation of plasma proteins. Sterile neurogenic inflammation is the mechanism responsible for the pain phase4.

There are studies regarding the use of inflammation and related biomarkers in many diseases. As the neutrophil count increases in response to inflammation, the lymphocyte count decreases, so the neutrophil/lymphocyte ratio can be used as an inflammation marker5. Systemic immune-inflammation index (SII) is a parameter that shows inflammation and immune status calculated using neutrophil/lymphocyte ratio and thrombocyte value6. It was shown that SII could be used as a marker in different cancer types such as hepatocellular carcinoma, small cell lung cancer, pancreatic cancer, and cervical cancer and in the prognosis of many diseases such as coronary artery disease and Severe acute respiratory syndrome-Coronavirus-26-9.

Since there is a neurogenic inflammation in migraine, studies have been performed to evaluate the neutrophil/lymphocyte ratio10-12. It was also shown that platelet activation may play a role in the pathophysiology of migraine13. Studies in which neutrophil, lymphocyte, monocyte and thrombocyte values and their ratios to each other in migraine patients have been studied14,15. However, as of May 2022, there is no publication in the literature evaluating the relationship of SII with migraine. Our study, which presents these data for the first time, makes a significant contribution to the literature. We designed this study to understand the relationship between SII and migraine, as it is a marker of inflammation and sterile neurogenic inflammation plays a role in the pathogenesis of migraine.

The purpose of our study is to examine hemoglobin (Hb), red cell distribution width (RDW), neutrophil, lymphocyte and platelet values in patients diagnosed with migraine, as well as SII level, which is a crucial parameter in inflammation. Also, the clinical characteristics of migraine patients and the presence of migraine-related hyperintense lesions on magnetic resonance imaging (MRI) and their correlation with clinical and blood parameters were investigated.


MATERIALS AND METHODS

Patients over the age of 18 years, who were followed up with the diagnosis of migraine according to the International Classification of Headache Disorders (ICHD) and who were admitted to Eskişehir City Hospital Neurology Outpatient Clinic between November 1, 2018, and November 1, 2020, were included in the study. Individuals over the age of 18 years, who were referred for work-school applications and were not diagnosed with systemic diseases including migraine, were included in the study as the control group. The presence of aura, nausea, vomiting, and photo-phonophobia was recorded in patients diagnosed with migraine. The duration of the diagnosis of migraine, the frequency of pain, smoking, family history in terms of migraine, and presence of a systemic disease was questioned. The diseases classified as systemic diseases in our study included diabetes, hypertension, asthma, chronic obstructive pulmonary disease, and thyroid diseases. The severity of migraine pain was calculated using the visual analog scale (VAS) and functional loss using the Migraine Disability Scale (MIDAS)16,17.

In the VAS evaluation, the headache was grouped as mild (1-3 points), moderate (4-6 points), severe (7-8 points), and very severe (9-10 points).

MIDAS is a practical questionnaire used to evaluate the degree of migraine, consisting of 7 parts. While the first five questions evaluate functionality, the frequency and severity of pain are scored in the last two questions. The total score is graded as grade I between 0 and 5 points, grade II between 6 and 10, grade III between 11 and 20, and grade IV between 21 and above18.

Demographic characteristics, Hb, RDW, lymphocyte, thrombocyte, neutrophil, and SII values of the patient and control groups were recorded. These values were compared between subgroups in migraine patients and between migraine patients and healthy controls.

Patients with a diagnosis of migraine were divided into cases with periventricular white matter localization in brain MRI, hyperintense lesions smaller than 5 mm and the number of the lesions limited with 4-12 and patients without lesions in brain MRI. It was checked whether there was any difference in clinical features and hemogram parameters in patients with and without migraine-related hyperintense lesions in MRI.

According to the ICHD1, patients with headaches other than migraine and ischemic and/or vasculitic lesions in brain MRI were not included in the study. Those with the signs of active infection were also excluded from the study.

Approval for this study was obtained from the Non-invasive Clinical Studies Ethics Committee of Eskişehir Osmangazi University Faculty of Medicine (number: E-25403353-050.99-122340, date: 15.12.2020).

Statistical Analysis

Mean, standard deviation, median, interquartile difference, ratio, and frequency values were used in the descriptive statistics of the data. The distribution of variables was determined with the Kolmogorov-Smirnov test. In quantitative data analysis, the independent sample t-test was used in groups with normal distribution and the Mann-Whitney U test in groups that did not show normal distribution. The chi-square and Fisher exact tests analyzed the qualitative data, and the Spearman correlation analysis was used for non-parametric data in correlation analysis. Statistical Package for the Social Sciences 21.0 program was used in the analyses. A p value of <0.05 was considered statistically significant in all analyses.


RESULTS

A total of 150 migraine patients, 121 (80.7%) female and 29 (19.3%) male, were included in the study. Of the healthy individuals in the control group, 129 (72.5%) were female, and 49 (27.5%) were male. The mean age of migraine patients was 33.25±8.93 years, while the mean age of the healthy control group was 30.77±9.77 years.

The mean duration of diagnosis of migraine was 7.58 years (0.8-35), the frequency of pain was 8.71 (0.08-30) month on average, and the mean VAS score was 8.37 (3-10) (Table 1). The mean monthly pain frequency was found to be 8.71 (0.08-30) and the mean VAS score was 8.37 (3-10) (Table 1). It was determined that 22.7% (34) of the migraine patients were MIDAS grade I, 24% (36) were grade II, 20.7% (31) were grade III, and 32.7% (49) were grade IV (Table 1). Eighty-four (56%) patients had a family history, 58 (38.7%) patients were found to be smoking, and 28 (18.7%) patients (9 patients with hypertension, 6 with diabetes mellitus, 6 with thyroid disorder, 4 with chronic obstructive pulmonary disease and 3 with asthma) had a comorbid systemic disease (Table 1). Considering the clinical features, photo/phonophobia was detected in 136 (90.7%) patients, aura in 69 (46%) patients, nausea in 106 (70.7%) patients, and vomiting in 50 (33.3%) patients (Table 1). All patients included in the study underwent brain MRI, and a hyperintense lesion on MRI was detected in 57 (38%) patients (Table 1).

The blood parameters of the migraine and control groups were compared. Hb level, RDW, thrombocyte, and lymphocyte counts were significantly higher in the migraine group than in the control group (p=0.03, p=0.000, p=0.002, p=0.05, respectively) (Table 2).

When the migraine group was compared by gender, it was found that platelet, RDW, and SII values were significantly higher in women than in men, but the Hb values were significantly lower (Table 3).

Control group data were compared according to gender. Age and Hb values were markedly lower in women than in men, and RDW values were markedly higher (p=0.001, p<0.001, p=0.01, respectively). SII value did not differ significantly between men and women in the control group (Table 4).

Considering the correlation of clinical and laboratory data with each other, it was seen that Hb level was positively correlated with smoking.

The presence of hyperintense lesions on MRI was found to be positively associated with the RDW count. Platelet count was negatively correlated with family history and smoking (Table 5).

RDW value was positively correlated with hyperintense lesions on MRI. When the migraine group was compared by the presence of hyperintense lesions in MRI, the attack frequency and RDW values were found to be significantly higher in those with hyperintense lesions on MRI. There was no significant relationship between neutrophil, lymphocyte, thrombocyte, and SII and MRI lesions (Table 6).

When migraine patients were compared in terms of the presence of aura, the mean age and duration of illness of those with aura were significantly higher than those without aura (p=0.008, p=0.01, respectively). No significant differences were observed between patients with and without aura in Hb, RDW, and SII values.

Family history of migraine was positive in 55.3% of women and 56.6% of men.

When patients diagnosed with migraine were compared for smoking, it was found that Hb levels were significantly higher in smokers compared to non-smokers (p=0.007), and platelet count was significantly lower (p=0.01).

When the migraine group was compared for the presence of systemic disease, it was found that the mean age of those with the systemic disease was significantly higher (p=0.004) compared to those without systemic disease.

When the relationship of Hb level with the presence of smoking and systemic disease was evaluated, it was revealed that there was a predictive relationship between smoking and Hb (sig: 0.009) (Table 7).

The relationship of smoking and systemic diseases with the presence of hyperintense lesions on MRI was not found to be significantly predictive (Table 8).


DISCUSSION

Migraine is a chronic disease that affects a large part of society and causes loss of labour and economic and social impact, especially in young adults. In this study, the characteristics of headache and hematological parameters that may guide the diagnosis, prognosis, and radiological findings of migraine disease diagnosed with associated symptoms were investigated.

The annual prevalence of migraine in the general population was reported to be 12% and it was found that the prevalence was mainly between the ages of 30 and 39 years in studies19,20. Similarly, the mean age of migraine patients in our study was found to be 33.25±8.93 years.

While the annual and lifetime prevalence of migraine is 18% and 33%, respectively, in women, this rate is 6% and 13%, respectively, in men. Migraine, which is three times more common in women, was found to have a female/male ratio of approximately 4 in our study21.

Migraine is a disease in which a genetic background and environmental and lifestyle factors are combined. About 70% of migraine patients have first-degree relatives with a history of migraine, and it has been reported that the risk of migraine increases fourfold in the relatives of patients with aura22.

Our study found that 56% of the patients had a history of migraine in their first-degree family members. Although the prevalence of migraine is higher in women, it has been reported that the genetic predisposition in men is similar or higher than in women23. Again, in a recent study, monthly migraine frequency was associated with genetic predisposition only in men24. Although the number of male patients was less in our study, family history was found in similar rates (55.3% and 56.6%) in males and females.

In patients with migraines, the presence of aura generally associated with brainstem dysfunction is seen in approximately one-third of patients22. In our study, 46% of patients with migraines were found to have an aura. Our study observed that the mean age and duration of disease diagnosis of migraine patients with aura were higher than those without aura. It is thought that this difference may be related to the fact that people with long-term illness better recognize the nature and auras of the disease over time. No significant difference was found between Hb, RDW, and SII values between migraine patients with and without aura in our study.

It is known that there are hyperintense lesions in the subcortical and white matter that do not cause any clinical symptoms in brain MRI examinations of migraine patients. In our study, hyperintense involvement in migraine-associated white matter was observed in 38% of brain MRI. It was reported as 43.1% in a recent study and 32% in the study of Zhang et al.25,26. Methodological differences in studies are thought to alter the results. Age, presence of aura, the severity of headache, and duration of migraine have been reported to be risk factors for the development of white matter hyperintensities25. Although there was no significant difference in these risk factors in our study, it was found that the frequency of attacks was significantly higher in those with MRI hyperintense lesions than those without. In addition, the relationship between the presence of hyperintense lesions in MRI and the elevation of RDW suggests that RDW may be a marker for the presence of lesions.

Migraine and anemia are two common diseases that can be seen in young people, and a clear relationship between them has not been defined. In a study, the Hb level measured in migraine attacks was found within normal limits, and no significant difference was found with the control group27. On the other hand, it was shown that Hb values measured during the non-attack period were lower in migraine patients compared to healthy control, and in a study consisting of 100 patients in which patients were evaluated during an attack, it was shown that Hb values significantly decreased during an acute migraine attack11,14. In our study, Hb and RDW values were found to be significantly higher in migraine patients compared to the control group (p=0.03 and p<0.001, respectively). RDW, which indicates erythrocyte distribution width and shows anisocytosis, is expected to increase in cases of decreased Hb and iron deficiency. However, we think that the expected relationship between Hb and RDW may not have been observed since iron parameters were not evaluated in our study, and multifactorial reasons may affect the results.

A population-based, large cross-sectional study showed that migraine prevalence was lower in 2385 women, especially in patients with Hb values below 11.5 g/dL28. In society, low Hb levels are already more common in females29. In our study, when women and men in the migraine and healthy control groups were compared within themselves, as expected in both groups, the Hb level was found to be low, and the RDW level was higher in women than in men. Also, in correlation analyses, no relationship was found between Hb and RDW values of migraine patients and clinical characteristics (pain frequency, migraine diagnosis time, pain severity, nausea, vomiting, photo-phonophobia).

It is thought that platelet activation may be increased in patients with migraines, and this may be a part of sterile neurogenic inflammation in migraine etiology30. One study revealed that the platelet level was increased in migraine patients compared to controls11. On the other hand, some studies do not show a statistically significant difference in platelet levels in adult and pediatric migraine patients than in controls12,31. In our study, when the migraine and control groups were compared, platelet values were significantly higher in patients diagnosed with migraines than in the control group (p=0.002). In addition, in our study, when migraine patients were compared in terms of gender, platelet value was found to be significantly higher in women compared to men, but no significant difference was observed between men and women in the control group. These data suggest that platelets may play a role in the inflammatory vascular process in the pathogenesis of migraine, which may be more pronounced, especially in women.

SII is a parameter for clinical worsening and invasive ventilation support in Coronavirus disease-2019 disease32. In evaluating the risk of major cardiovascular events in coronary artery disease, it was found to be prognostically significant in many types of cancer6,8. No study evaluating the systemic inflammatory index related to headache or migraine was found.

In our study, the SII value was significantly higher in women with migraine than in men. No similar difference was found between men and women in the control group. It was found that female gender was associated with high SII value only in the presence of migraine. It suggests that high SII values may lead to a diagnosis of migraine in women although not in all migraine patients, especially in women with a more common disease. The absence of similar changes in male patients may be related to the low number of male patients in our study. Studies involving larger patient populations are needed.

Lymphocyte values were significantly higher in patients diagnosed with migraine than controls. It is expected that there is a neurogenic inflammation in migraine and neutrophils increase while lymphocytes decrease in inflammation. However, contrary to expectations, lymphocyte counts were found to be high in migraine patients in our study. This result may be related to taking blood samples during the inter-attack period, not during an attack.

Inflammatory markers were also expected to be higher in patients with MRI lesions, with the prediction that white matter lesions that can be seen in brain MRI in migraine patients are caused by inflammation. A study has shown that white matter lesions on MRI are seen more frequently in patients with a higher neutrophil/lymphocyte ratio10. However, no significant relationship was found between laboratory parameters such as neutrophil, lymphocyte, thrombocyte, and SII values and MRI lesions in our study.

When the neutrophil/lymphocyte ratio, which is considered an inflammation marker, is considered during the attack period of migraine patients, it was significantly higher14,27 but the same relationship could not be demonstrated in the period between attacks12. Our study concluded that inflammation markers were not high because the patients were evaluated in the outpatient clinic during or outside the attack.

In the relationship between migraine and RDW, inflammation and oxidative stress play a role by changing iron metabolism. The erythrocyte half-life is shortened, and the response of the bone marrow to erythropoietin decreases. It was reported that there is a positive correlation between RDW inflammation and cytokines33,34. In our study, it should be considered that it can be used in diagnosis and prognosis because the RDW level was significantly higher in both migraine patients compared to controls and MRI positive patients compared to MRI negative ones.

As shown and expected in previous studies, it is found that smokers have higher Hb levels and lower platelet levels31. In our study, the mean age of patients with systemic diseases was higher, and the frequency of systemic diseases such as diabetes and hypertension increased with age, which supports this finding.

Study Limitations

The study’s limitations are its retrospective nature, failure to obtain laboratory values during a migraine attack, and failure to look for concurrent inflammatory cytokines.


CONCLUSION

In our study, we could not find a significant relationship between the clinic and MRI lesions and SII, but we found that SII significantly increased in the control group, especially in female patients compared to men. This result has revealed that studies in which SII can provide more guidance in the diagnosis of female patients and/or with more male patients are needed. We have found that RDW and thrombocyte elevation in blood parameters may be much more significant than Hb and lymphocytes in migraine patients. The presence of RDW correlation with MRI lesions suggested that RDW could guide in diagnosis, follow-up, and prognosis.

Since our study was conducted in the inter-attack period, there is a need for comprehensive studies to be conducted by including more cases that look for similar blood parameters during the attack period and compare with each other.

Ethics

Ethics Committee Approval: Approval for this study was obtained from the Non-invasive Clinical Studies Ethics Committee of Eskişehir Osmangazi University Faculty of Medicine (number: E-25403353-050.99-122340, date: 15.12.2020).

Informed Consent: Written informed consent was obtained from patients who participated in this study.

Peer-review: Externally peer-reviewed.

Authorship Contributions

Surgical and Medical Practices: D.A.M., Z.Ö.A., Concept: D.A.M., G.U., Design: D.A.M., Z.Ö.A., G.U., Data Collection or Processing: D.A.M., Z.Ö.A., G.U., Analysis or Interpretation: D.A.M., Z.Ö.A., Literature Search: D.A.M., Z.Ö.A., G.U., Writing: D.A.M.

Conflict of Interest: No conflict of interest was declared by the authors.

Financial Disclosure: The authors declared that this study received no financial support.


Images

  1. Headache Classification Committee of the International Headache Society (IHS) The International Classification of Headache Disorders, 3rd edition. Cephalalgia. 2018;38:1-211.
  2. Robbins MS, Lipton RB. The epidemiology of primary headache disorders. Semin Neurol. 2010;30:107-19.
  3. Siva A. Başağrısı Epidemiyolojisi. Turkiye Klinikleri J Neur. 2003;1:94-7.
  4. Ward TN. Migraine diagnosis and pathophysiology. Continuum (Minneap Minn). 2012;18:753-63.
  5. Ramachandran R. Neurogenic inflammation and its role in migraine. Semin Immunopathol. 2018;40:301-4.
  6. Yang YL, Wu CH, Hsu PF, Chen SC, Huang SS, Chan WL, et al. Systemic immune-inflammation index (SII) predicted clinical outcome in patients with coronary artery disease. Eur J Clin Invest. 2020;50:e13230.
  7. Jomrich G, Gruber ES, Winkler D, Hollenstein M, Gnant M, Sahora K, et al. Systemic Immune-Inflammation Index (SII) Predicts Poor Survival in Pancreatic Cancer Patients Undergoing Resection. J Gastrointest Surg. 2020;24:610-8.
  8. Huang H, Liu Q, Zhu L, Zhang Y, Lu X, Wu Y, et al. Prognostic Value of Preoperative Systemic Immune-Inflammation Index in Patients with Cervical Cancer. Sci Rep. 2019;9:3284.
  9. Fois AG, Paliogiannis P, Scano V, Cau S, Babudieri S, Perra R, et al. The Systemic Inflammation Index on Admission Predicts In-Hospital Mortality in COVID-19 Patients. Molecules. 2020;25:5725.
  10. Karabulut KU, Egercioglu TU, Uyar M, Ucar Y. The change of neutrophils/lymphocytes ratio in migraine attacks: A case-controlled study. Ann Med Surg (Lond). 2016;10:52-6.
  11. Acar E, Beydilli H, Karagöz Ü, Yıldırım B, Kirli İ, Kılınç RM, et al. “Neutrophil-lymphocyte ratio can distinguish migraine patients from other patients with nonspecific headache in the emergency department.” Acta Medica. 2015;31:829.
  12. Onder H, Deliktas MM. May Neutrophil to Lymphocyte Ratio Serve a Role in the Prediction of Clinical Features of Migraine? J of Neurol Res 2020;10:38-43.
  13. Danese E, Montagnana M, Lippi G. Platelets and migraine. Thromb Res. 2014;134:17-22.
  14. Zeller JA, Lindner V, Frahm K, Baron R, Deuschl G. Platelet activation and platelet-leucocyte interaction in patients with migraine. Subtype differences and influence of triptans. Cephalalgia. 2005;25:536-41.
  15. Zeller JA, Lenz A, Eschenfelder CC, Zunker P, Deuschl G. Platelet-leukocyte interaction and platelet activation in acute stroke with and without preceding infection. Arterioscler Thromb Vasc Biol. 2005;25:1519-23.
  16. Stewart WF, Lipton RB, Whyte J, Dowson A, Kolodner K, Liberman JN, et al. An international study to assess reliability of the Migraine Disability Assessment (MIDAS) score. Neurology. 1999;53:988-94.
  17. Gedikoglu U, Coskun O, Inan LE, Ucler S, Tunc T, Emre U. Validity and reliability of Turkish translation of Migraine Disability Assessment (MIDAS) questionnaire in patients with migraine. Cephalalgia. 2005;25:452-6.
  18. Ertaş M, Siva A, Dalkara T, Uzuner N, Dora B, Inan L, et al. Validity and reliability of the Turkish Migraine Disability Assessment (MIDAS) questionnaire. Headache. 2004;44:786-93.
  19. Burch R, Rizzoli P, Loder E. The Prevalence and Impact of Migraine and Severe Headache in the United States: Figures and Trends From Government Health Studies. Headache. 2018;58:496-505.
  20. Lipton RB, Bigal ME, Diamond M, Freitag F, Reed ML, Stewart WF, et al. Migraine prevalence, disease burden, and the need for preventive therapy. Neurology. 2007;68:343-9.
  21. Broner SW, Bobker S, Klebanoff L. Migraine in Women. Semin Neurol. 2017;37:601-10.
  22. Charles A. The Migraine Aura. Continuum (Minneap Minn). 2018;24:1009-22.
  23. Nyholt DR, van den Maagdenberg AM. Genome-wide association studies in migraine: current state and route to follow. Curr Opin Neurol. 2016;29:302-8.
  24. Pelzer N, Louter MA, van Zwet EW, Nyholt DR, Ferrari MD, van den Maagdenberg AM, et al. Linking migraine frequency with family history of migraine. Cephalalgia. 2019;39:229-36.
  25. Negm M, Housseini AM, Abdelfatah M, Asran A. Relation between migraine pattern and white matter hyperintensities in brain magnetic resonance imaging. Egypt J Neurol Psychiatr Neurosurg. 2018;54:24.
  26. Zhang Y, Parikh A, Qian S. Migraine and stroke. Stroke Vasc Neurol. 2017;2:160-7.
  27. Celikbilek A, Zararsiz G, Atalay T, Tanik N. Red cell distribution width in migraine. Int J Lab Hematol. 2013;35:620-8.
  28. Sarıcam G. Relationship between migraine headache and hematological parameters. Acta Neurol Belg. 2021;121:899-905.
  29. Poyrazoğlu HG, Öztürk AB. Predictive value of laboratory parameters in childhood migraine. Acta Neurol Belg. 2020;120:907-14.
  30. Morkavuk G, Akkaya E, Koç G, Ataç GK, Leventoğlu A. Relationship between white matter lesions and neutrophil–lymphocyte ratio in migraine patients. Neurol Sci Neurophysiol. 2020;37:129-33.
  31. Kutlu R, Demirbas N. The Effects of Smoking on Platelet Count, Mean Platelet Volume and Cardiovascular Risk Factors: A Case-control Study. Medical Bulletin of Haseki. 2018;55:299-305.
  32. Muhammad S, Fischer I, Naderi S, Faghih Jouibari M, Abdolreza S, Karimialavijeh E, et al. Systemic Inflammatory Index Is a Novel Predictor of Intubation Requirement and Mortality after SARS-CoV-2 Infection. Pathogens. 2021;10:58.
  33. Patel KV, Ferrucci L, Ershler WB, Longo DL, Guralnik JM. Red blood cell distribution width and the risk of death in middle-aged and older adults. Arch Intern Med. 2009;169:515-23.
  34. Semba RD, Patel KV, Ferrucci L, Sun K, Roy CN, Guralnik JM, et al. Serum antioxidants and inflammation predict red cell distribution width in older women: the Women’s Health and Aging Study I. Clin Nutr. 2010;29:600-4.