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Are inflammatory parameters an independent predictor of hip osteoarthritis severity? A prospective cross-sectional study

SUMMARY

OBJECTIVE:

This study aimed to investigate the relationship between the presence of hip osteoarthritis and the neutrophil-lymphocyte ratio, platelet-lymphocyte ratio, monocyte-lymphocyte ratio, and neutrophil-monocyte ratio.

METHODS:

Participants with hip osteoarthritis and healthy controls aged 45–75 years were recruited in the study. The participants with hip osteoarthritis were divided into two groups: mild/moderate hip osteoarthritis and severe hip osteoarthritis. Complete blood parameters of the participants were recorded, and neutrophil-lymphocyte ratio, neutrophil-monocyte ratio, monocyte-lymphocyte ratio, and platelet-lymphocyte ratio were calculated. Pain severity was evaluated using a visual analog scale.

RESULTS:

A total of 76 participants with hip osteoarthritis and 59 healthy controls were included in the study. The mean age of the participants was 57.6±6.11 years. Mean neutrophil-lymphocyte ratio and neutrophil-monocyte ratio values were statistically significantly different between the hip osteoarthritis group and healthy control group (p<0.05). Platelet-lymphocyte ratio, monocyte-lymphocyte ratio, erythrocyte sedimentation rate, and C-reactive protein values were not significantly different between the groups. Also, there was no difference between all inflammatory parameters and hip osteoarthritis severity (p>0.05).

CONCLUSIONS:

Neutrophil-lymphocyte ratio and neutrophil-monocyte ratio values were higher in patients with hip osteoarthritis than in healthy controls. Mean platelet-lymphocyte ratio, monocyte-lymphocyte ratio, erythrocyte sedimentation rate, and C-reactive protein values did not change according to the presence of hip osteoarthritis. Not all hematological indices give valuable information regarding the severity of hip osteoarthritis.

KEYWORDS:
Hip osteoarthritis; Inflammation; X-rays

INTRODUCTION

The hip joint, one of the largest weight-bearing joints in the body, is most affected by osteoarthritis (OA), along with the knee joint11 Zhang Y, Jordan JM. Epidemiology of osteoarthritis. Clin Geriatr Med. 2010;26(3):355-69. https://doi.org/10.1016/j.cger.2010.03.001
https://doi.org/10.1016/j.cger.2010.03.0...
. Although the articular cartilage is damaged in the foreground in hip osteoarthritis (HOA), the entire joint is affected. Articular cartilage loss, subchondral cysts, osteophyte formation, periarticular ligament laxity, muscle weakness, and possible synovial inflammation are seen in the process of OA22 Hutton CW. Osteoarthritis: the cause not result of joint failure? Ann Rheum Dis. 1989;48(11):958-61. https://doi.org/10.1136/ard.48.11.958
https://doi.org/10.1136/ard.48.11.958...
. Synovial inflammation, age, genetic factors, trauma, joint dysplasia, sex, and obesity are included in the etiology of HOA33 Lespasio MJ, Sultan AA, Piuzzi NS, Khlopas A, Husni ME, Muschler GF, et al. Hip osteoarthritis: a primer. Perm J. 2018;22:17-084. https://doi.org/10.7812/TPP/17-084
https://doi.org/10.7812/TPP/17-084...
. Although there are often different causes in the pathophysiology of OA, similar culminating processes occur during the development of the disease, and this situation creates the typical progression of OA44 Wojdasiewicz P, Poniatowski ŁA, Szukiewicz D. The role of inflammatory and anti-inflammatory cytokines in the pathogenesis of osteoarthritis. Mediators Inflamm. 2014;2014:561459. https://doi.org/10.1155/2014/561459
https://doi.org/10.1155/2014/561459...
. Studies have shown that inflammation and the immune system play important role in the development of OA55 Goldring MB, Otero M. Inflammation in osteoarthritis. Curr Opin Rheumatol. 2011;23(5):471-8. https://doi.org/10.1097/BOR.0b013e328349c2b1
https://doi.org/10.1097/BOR.0b013e328349...
. Various studies investigating the role of inflammation in the pathogenesis of OA have shown the effects of cytokines on disease progression, duration, and severity66 Vangsness Junior CT, Burke WS, Narvy SJ, MacPhee RD, Fedenko AN. Human knee synovial fluid cytokines correlated with grade of knee osteoarthritis--a pilot study. Bull NYU Hosp Jt Dis. 2011;69(2):122-7. PMID: 22035391.

The neutrophil-lymphocyte ratio (NLR), which shows the two main functions of the immune system, i.e., inflammation and adaptive immune balance in peripheral blood, has been used as an effective and inexpensive biomarker for the past 20 years77 Song M, Graubard BI, Rabkin CS, Engels EA. Neutrophil-to-lymphocyte ratio and mortality in the United States general population. Sci Rep. 2021;11(1):464. https://doi.org/10.1038/s41598-020-79431-7
https://doi.org/10.1038/s41598-020-79431...
. In the literature, NLR has been associated with conditions such as ischemic stroke88 Celikbilek A, Ismailogullari S, Zararsiz G. Neutrophil to lymphocyte ratio predicts poor prognosis in ischemic cerebrovascular disease. J Clin Lab Anal. 2014;28(1):27-31. https://doi.org/10.1002/jcla.21639
https://doi.org/10.1002/jcla.21639...
and cardiovascular diseases99 Park JS, Seo KW, Choi BJ, Choi SY, Yoon MH, Hwang GS, et al. Importance of prognostic value of neutrophil to lymphocyte ratio in patients with ST-elevation myocardial infarction. Medicine (Baltimore). 2018;97(48):e13471. https://doi.org/10.1097/MD.0000000000013471
https://doi.org/10.1097/MD.0000000000013...
.

In addition, the platelet-lymphocyte ratio (PLR) and monocyte-lymphocyte ratio (MLR) are also accepted as markers to show inflammation in different diseases1010 Fu H, Qin B, Hu Z, Ma N, Yang M, Wei T, et al. Neutrophil- and platelet-to-lymphocyte ratios are correlated with disease activity in rheumatoid arthritis. Clin Lab. 2015;61(3-4):269-73. https://doi.org/10.7754/clin.lab.2014.140927
https://doi.org/10.7754/clin.lab.2014.14...
,1111 Yang Z, Zhang Z, Lin F, Ren Y, Liu D, Zhong R, et al. Comparisons of neutrophil-, monocyte-, eosinophil-, and basophil- lymphocyte ratios among various systemic autoimmune rheumatic diseases. APMIS. 2017;125(10):863-71. https://doi.org/10.1111/apm.12722
https://doi.org/10.1111/apm.12722...
. Furthermore, the neutrophil-monocyte ratio (NMR) has also been indicated as a potential marker that can be used to identify diseases such as skin cancer, breast cancer, knee OA, or predict prognosis, similar to PLR1212 Shi J, Zhao W, Ying H, Du J, Chen J, Chen S, et al. The relationship of platelet to lymphocyte ratio and neutrophil to monocyte ratio to radiographic grades of knee osteoarthritis. Z Rheumatol. 2018;77(6):533-7. https://doi.org/10.1007/s00393-017-0348-7
https://doi.org/10.1007/s00393-017-0348-...
.

This study aimed to investigate the relationship between the presence of HOA and NLR, PLR, MLR, and NMR, which was previously shown to be an independent predictor of knee OA severity1212 Shi J, Zhao W, Ying H, Du J, Chen J, Chen S, et al. The relationship of platelet to lymphocyte ratio and neutrophil to monocyte ratio to radiographic grades of knee osteoarthritis. Z Rheumatol. 2018;77(6):533-7. https://doi.org/10.1007/s00393-017-0348-7
https://doi.org/10.1007/s00393-017-0348-...
,1313 Taşoğlu Ö, Bölük H, Şahin Onat Ş, Taşoğlu İ, Özgirgin N. Is blood neutrophil-lymphocyte ratio an independent predictor of knee osteoarthritis severity? Clin Rheumatol 2016;35(6):1579-83. https://doi.org/10.1007/s10067-016-3170-8
https://doi.org/10.1007/s10067-016-3170-...
. Using the information obtained from this study, it was aimed to better understand the role of inflammation in the pathogenesis of HOA and determine the points that could be used in treatment.

METHODS

This was a prospective, cross-sectional study. Ethical approval was granted by the Abant İzzet Baysal University Medical Faculty clinical research ethical committee (2020/329) in conformity with the Declaration of Helsinki. Participants invited to take part in the study were informed in writing and verbally about the aim of the study. A signed Informed Volunteer Consent Form was obtained from each participant before inclusion in the study.

Participants

A total of 415 consecutive outpatients with HOA who were admitted to the Physical Medicine and Rehabilitation Outpatient Clinic between February and December 2021 were evaluated.

The power analysis of the study was estimated using the G*Power 3.1.9.4 software package (Franz Faul, Christian-Albrechts University of Kiel, Germany). We calculated that to achieve α<0.05, β=80%; according to the PLR, the minimum sample size required to be included in the study is 71 for the patient group and 53 for the healthy control group in order to identify a statistically significant difference between the two groups in terms of repeated measurements according to Taşoğlu et al.1414 Taşoğlu Ö, Şahin A, Karataş G, Koyuncu E, Taşoğlu İ, Tecimel O, et al. Blood mean platelet volume and platelet lymphocyte ratio as new predictors of hip osteoarthritis severity. Medicine (Baltimore). 2017;96(6):e6073. https://doi.org/10.1097/MD.0000000000006073
https://doi.org/10.1097/MD.0000000000006...
.

The inclusion criteria were ages 45–75 years and the presence of a radiologic and clinical diagnosis of HOA. Patients with secondary HOA, avascular necrosis, rheumatologic or autoimmune disease, chronic inflammatory disease, corticosteroid use, malignancy, hematological disease, and active viral and bacterial infection were excluded. Clinical and demographic characteristics of the participants were recorded.

Assessment methods

Radiologic Assessment

Grading of HOA was performed radiologically according to the Kellgren-Lawrence (KL) classification. The KL classification system is a radiologic grading method in OA. According to this system, narrow joint space exists in grade 1, joint obliteration and possible osteophytic lipping occur in grade 2, definite osteophytes, sclerosis, and cyst formation are seen in grade 3, and gross loss in joint space with sclerosis, cysts, and large osteophytes are present in grade 41515 Kellgren JH, Lawrence JS. Radiological assessment of osteo-arthrosis. Ann Rheum Dis. 1957;16(4):494-502. https://doi.org/10.1136/ard.16.4.494
https://doi.org/10.1136/ard.16.4.494...
.

Pain measurement

Participants were asked about mean pain experienced during the day using a visual analog scale (VAS) in order to measure hip pain. The patient was asked to indicate the severity of pain on a 10-cm line marked from 1 to 10, with 0 indicating no pain and 10 the worst possible pain1616 Price DD, McGrath PA, Rafii A, Buckingham B. The validation of visual analogue scales as ratio scale measures for chronic and experimental pain. Pain. 1983;17(1):45-56. https://doi.org/10.1016/0304-3959(83)90126-4
https://doi.org/10.1016/0304-3959(83)901...
.

Laboratory parameters

Peripheral venous blood specimens were collected using standard surgical procedures during presentation and were investigated in the Abant İzzet Baysal University Medical Faculty central laboratory. Complete blood count parameters (i.e., hemoglobin, leukocytes, erythrocytes, platelets, and leukocyte subtypes) were analyzed using a Syxmex XN-1000 (Kobe, Japan) automatic analyzer. Biochemical parameters [C-reactive protein (CRP)] were measured on an automatic biochemical analyzer (Abbott Architect C8000, USA). In addition, NLR (absolute neutrophil count/absolute lymphocyte count), NMR (absolute neutrophil count/absolute monocyte count), MLR (absolute monocyte count/absolute lymphocyte count), and PLR (absolute platelet count/absolute lymphocyte count) were calculated.

Statistical analysis

Statistical analysis was performed using the SPSS software version 23.0 (MacOs, IBM Corp., Armonk, NY, USA). The normality of the distribution of the variables was examined using the Shapiro-Wilk test. Descriptive statistics are presented as mean (standard deviation), median, and minimum and maximum values. For intergroup comparisons, the Mann-Whitney U test was used for nonparametric variables, and independent t-test was used for parametric variables. Spearman’s correlation analysis was used to determine the relationship between the variables for ordinal or non-normally distributed variables.

RESULTS

A total of 76 participants with hip OA and 59 healthy controls aged 45–75 years were included in the study. Of these participants, 32 (23.7%) were male and 103 (76.3%) were female. The mean age of the participants was 57.6±6.11 years. The mean body mass index of the patients was 28.7±4.0. Demographic and clinical characteristics were similar between the HOA group and control group (p>0.05). Mild-to-moderate HOA was present in 37 (48.7%) patients, and 39 (51.3%) had severe HOA.

The mean NLR (p=0.005) and NMR (p<0.001) values were statistically significantly different between the hip OA group and healthy control group. In contrast, the mean PLR, MLR, erythrocyte sedimentation rate (ESR), and CRP values were not significantly different between the two groups (Table 1).

Table 1
Intergroup analysis for HOA group and control group according to laboratory parameters.

When the HOA group was separated into two groups – mild/moderate OA and severe OA, there was no significant difference in terms of hemocytometric parameters between the two groups (Table 2).

Table 2
Intergroup analysis for mild/moderate and severe osteoarthritis groups according to hemocytometric parameters.

According to the correlation analysis of the variables in HOA, there was no relationship between laboratory and hemocytometric parameters with the KL classification (severity of the HOA) and VAS (pain intensity) (Table 3).

Table 3
Correlation between the pain intensity, disease severity of hip osteoarthritis, and laboratory and hemocytometric parameters.

DISCUSSION

The relationship between the presence of HOA and inflammatory parameters has not yet been demonstrated1717 Barbosa GGA, Vicente FC, Fagundes MAR, Dornelles LME, Guimarães MR, Diesel CV. Is there a relationship between the neutrophil/lymphocyte ratio and bilaterality in patients with coxarthrosis? Rev Bras Ortop. 2018;53(6):778-82. https://doi.org/10.1016/j.rboe.2017.09.011
https://doi.org/10.1016/j.rboe.2017.09.0...
. In this study, the relationship between the presence of HOA and NLR, NMR, PLR, and MLR, which are indicators of inflammation, was evaluated. According to the results of the study, it was revealed that there is a relationship between NLR and NMR and the presence of HOA. Although there are few studies on this subject, it has been shown in recent studies that there is a relationship between hematologic indices and OA1212 Shi J, Zhao W, Ying H, Du J, Chen J, Chen S, et al. The relationship of platelet to lymphocyte ratio and neutrophil to monocyte ratio to radiographic grades of knee osteoarthritis. Z Rheumatol. 2018;77(6):533-7. https://doi.org/10.1007/s00393-017-0348-7
https://doi.org/10.1007/s00393-017-0348-...
,1818 Büyükavcı R, Aktürk S, Sağ S. Comparison of blood platelet distribution width and neutrophil-lymphocyte ratio in patients with different grades of knee osteoarthritis. J Back Musculoskelet Rehabil. 2018;31(6):1035-9. https://doi.org/10.3233/BMR-171028
https://doi.org/10.3233/BMR-171028...
. NLR, an inflammatory marker, was used to determine the prognosis of systemic inflammation1818 Büyükavcı R, Aktürk S, Sağ S. Comparison of blood platelet distribution width and neutrophil-lymphocyte ratio in patients with different grades of knee osteoarthritis. J Back Musculoskelet Rehabil. 2018;31(6):1035-9. https://doi.org/10.3233/BMR-171028
https://doi.org/10.3233/BMR-171028...
,1919 Liu P, Li P, Peng Z, Xiang Y, Xia C, Wu J, et al. Predictive value of the neutrophil-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-neutrophil ratio, and neutrophil-to-monocyte ratio in lupus nephritis. Lupus. 2020;29(9):1031-9. https://doi.org/10.1177/0961203320929753
https://doi.org/10.1177/0961203320929753...
. Only one study has investigated the levels of NLR in HOA. Barbosa et al. found that NLR values were higher in unilateral coxarthrosis than that in the bilateral group1717 Barbosa GGA, Vicente FC, Fagundes MAR, Dornelles LME, Guimarães MR, Diesel CV. Is there a relationship between the neutrophil/lymphocyte ratio and bilaterality in patients with coxarthrosis? Rev Bras Ortop. 2018;53(6):778-82. https://doi.org/10.1016/j.rboe.2017.09.011
https://doi.org/10.1016/j.rboe.2017.09.0...
. Many studies investigated NLR levels in knee OA in the literature. In a retrospective, cross-sectional study, NLR was reported as an inflammatory marker that predicted the radiographic severity of knee OA1818 Büyükavcı R, Aktürk S, Sağ S. Comparison of blood platelet distribution width and neutrophil-lymphocyte ratio in patients with different grades of knee osteoarthritis. J Back Musculoskelet Rehabil. 2018;31(6):1035-9. https://doi.org/10.3233/BMR-171028
https://doi.org/10.3233/BMR-171028...
. In another study, a blood NLR cutoff value of ≥2.1 was reported as a predictor of knee OA by Tascioglu et al1414 Taşoğlu Ö, Şahin A, Karataş G, Koyuncu E, Taşoğlu İ, Tecimel O, et al. Blood mean platelet volume and platelet lymphocyte ratio as new predictors of hip osteoarthritis severity. Medicine (Baltimore). 2017;96(6):e6073. https://doi.org/10.1097/MD.0000000000006073
https://doi.org/10.1097/MD.0000000000006...
. Similarly, in this study, the mean NLR value was significantly higher in participants with HOA than in healthy controls, with the mean value of 2.1. However, the mean value did not change significantly with respect to the severity of HOA. The aforementioned study reported a cutoff value for knee OA, and there is no cutoff value for HOA, which may have affected the results.

Similar to NLR, NMR is a biomarker for chronic inflammation in some diseases1919 Liu P, Li P, Peng Z, Xiang Y, Xia C, Wu J, et al. Predictive value of the neutrophil-to-lymphocyte ratio, monocyte-to-lymphocyte ratio, platelet-to-neutrophil ratio, and neutrophil-to-monocyte ratio in lupus nephritis. Lupus. 2020;29(9):1031-9. https://doi.org/10.1177/0961203320929753
https://doi.org/10.1177/0961203320929753...
,2020 Baykan H, Cihan YB, Ozyurt K. Roles of white blood cells and subtypes as inflammatory markers in skin cancer. Asian Pac J Cancer Prev. 2015;16(6):2303-6. https://doi.org/10.7314/apjcp.2015.16.6.2303
https://doi.org/10.7314/apjcp.2015.16.6....
. Shi et al. reported that NMR was correlated with KL grades in knee OA1212 Shi J, Zhao W, Ying H, Du J, Chen J, Chen S, et al. The relationship of platelet to lymphocyte ratio and neutrophil to monocyte ratio to radiographic grades of knee osteoarthritis. Z Rheumatol. 2018;77(6):533-7. https://doi.org/10.1007/s00393-017-0348-7
https://doi.org/10.1007/s00393-017-0348-...
. In this study, NMR was found to be significantly higher in participants with HOA than in healthy controls. In contrast, there was no relationship between disease severity and NMR in the HOA group.

Several studies reported that PLR and MLR levels were higher in systemic inflammatory processes such as rheumatologic disease1111 Yang Z, Zhang Z, Lin F, Ren Y, Liu D, Zhong R, et al. Comparisons of neutrophil-, monocyte-, eosinophil-, and basophil- lymphocyte ratios among various systemic autoimmune rheumatic diseases. APMIS. 2017;125(10):863-71. https://doi.org/10.1111/apm.12722
https://doi.org/10.1111/apm.12722...
,2121 Uslu AU, Küçük A, Şahin A, Ugan Y, Yılmaz R, Güngör T, et al. Two new inflammatory markers associated with Disease Activity Score-28 in patients with rheumatoid arthritis: neutrophil-lymphocyte ratio and platelet-lymphocyte ratio. Int J Rheum Dis. 2015;18(7):731-5. https://doi.org/10.1111/1756-185X.12582
https://doi.org/10.1111/1756-185X.12582...
. A retrospective study reported that there was a relationship between PLR values and the radiographic severity of HOA1414 Taşoğlu Ö, Şahin A, Karataş G, Koyuncu E, Taşoğlu İ, Tecimel O, et al. Blood mean platelet volume and platelet lymphocyte ratio as new predictors of hip osteoarthritis severity. Medicine (Baltimore). 2017;96(6):e6073. https://doi.org/10.1097/MD.0000000000006073
https://doi.org/10.1097/MD.0000000000006...
. Conflictingly, no relationship was found between PLR and the severity of HOA in this study. The mean age of our participants was lower than that in the aforementioned study. It is known that the inflammatory process increases with age2222 Franceschi C, Campisi J. Chronic inflammation (inflammaging) and its potential contribution to age-associated diseases. J Gerontol A Biol Sci Med Sci. 2014;69(Suppl 1):S4-9. https://doi.org/10.1093/gerona/glu057
https://doi.org/10.1093/gerona/glu057...
. The nonsignificance of the PLR values may be related to the lower mean age of the participants in this study. In one study, MLR was found to be a reliable potential predictor for knee OA2323 Gao K, Zhu W, Liu W, Ma D, Li H, Yu W, et al. Diagnostic value of the blood monocyte-lymphocyte ratio in knee osteoarthritis. J Int Med Res. 2019;47(9):4413-21. https://doi.org/10.1177/0300060519860686
https://doi.org/10.1177/0300060519860686...
. In this study, MLR values were not significantly different between the HOA group and healthy controls. However, no study has evaluated the level of MLR in HOA in the literature. Accordingly, it would be wrong to generalize the results of knee OA to HOA.

In several studies, elevated serum ESR and CRP levels were found in patients with knee OA1414 Taşoğlu Ö, Şahin A, Karataş G, Koyuncu E, Taşoğlu İ, Tecimel O, et al. Blood mean platelet volume and platelet lymphocyte ratio as new predictors of hip osteoarthritis severity. Medicine (Baltimore). 2017;96(6):e6073. https://doi.org/10.1097/MD.0000000000006073
https://doi.org/10.1097/MD.0000000000006...
,2424 Hanada M, Takahashi M, Furuhashi H, Koyama H, Matsuyama Y. Elevated erythrocyte sedimentation rate and high-sensitivity C-reactive protein in osteoarthritis of the knee: relationship with clinical findings and radiographic severity. Ann Clin Biochem. 2016;53(Pt 5):548-53. https://doi.org/10.1177/0004563215610142
https://doi.org/10.1177/0004563215610142...
. No study has evaluated the relationship between these parameters and hip OA. In this study, there was no difference in ESR and CRP levels between participants with HOA and healthy controls. Additionally, no relationship was found between ESR and CRP levels and the severity of hip OA. ESR and CRP levels may increase in disease activity and correlate with clinical findings such as tenderness, patellar ballottement, and swelling2424 Hanada M, Takahashi M, Furuhashi H, Koyama H, Matsuyama Y. Elevated erythrocyte sedimentation rate and high-sensitivity C-reactive protein in osteoarthritis of the knee: relationship with clinical findings and radiographic severity. Ann Clin Biochem. 2016;53(Pt 5):548-53. https://doi.org/10.1177/0004563215610142
https://doi.org/10.1177/0004563215610142...
. The lack of difference between the groups in ESR and CRP levels may be related to the fact that some of the participants were not in an exacerbation period of OA.

The presence of inflammatory mediators in OA can cause a greater response to painful stimuli2525 Adatia A, Rainsford KD, Kean WF. Osteoarthritis of the knee and hip. Part I: aetiology and pathogenesis as a basis for pharmacotherapy. J Pharm Pharmacol. 2012;64(5):617-25. https://doi.org/10.1111/j.2042-7158.2012.01458.x
https://doi.org/10.1111/j.2042-7158.2012...
. In this study, there was no correlation between pain intensity and inflammatory parameters. The exacerbation period in hip OA is not easy to detect through clinical examinations, so this situation can be explained by the fact that some of the participants were not in an exacerbation period. This is an important finding because this is the first study to evaluate the relationship between clinical findings such as pain intensity and inflammatory markers in HOA.

Being a prospective study and evaluating the relationship between most hematologic indices (NLR, NMR, PLR, MLR) and clinical findings, such as pain intensity, can be considered the strengths of the study. Additionally, this is the first study to compare inflammatory parameters of patients with HOA and healthy controls.

There are some limitations to the study. First, larger participant groups should be studied to determine the relationship between the severity of HOA and hematologic indices. Second, a cross-sectional design could be allowed for an instant evaluation.

CONCLUSION

This study showed that NLR and NMR values were higher in patients with HOA than in healthy controls. Mean PLR, MLR, ESR, and CRP values did not change according to the presence of HOA. Not all hematological indices give valuable information about the severity of HOA.

  • Funding: none.

REFERENCES

  • 1
    Zhang Y, Jordan JM. Epidemiology of osteoarthritis. Clin Geriatr Med. 2010;26(3):355-69. https://doi.org/10.1016/j.cger.2010.03.001
    » https://doi.org/10.1016/j.cger.2010.03.001
  • 2
    Hutton CW. Osteoarthritis: the cause not result of joint failure? Ann Rheum Dis. 1989;48(11):958-61. https://doi.org/10.1136/ard.48.11.958
    » https://doi.org/10.1136/ard.48.11.958
  • 3
    Lespasio MJ, Sultan AA, Piuzzi NS, Khlopas A, Husni ME, Muschler GF, et al. Hip osteoarthritis: a primer. Perm J. 2018;22:17-084. https://doi.org/10.7812/TPP/17-084
    » https://doi.org/10.7812/TPP/17-084
  • 4
    Wojdasiewicz P, Poniatowski ŁA, Szukiewicz D. The role of inflammatory and anti-inflammatory cytokines in the pathogenesis of osteoarthritis. Mediators Inflamm. 2014;2014:561459. https://doi.org/10.1155/2014/561459
    » https://doi.org/10.1155/2014/561459
  • 5
    Goldring MB, Otero M. Inflammation in osteoarthritis. Curr Opin Rheumatol. 2011;23(5):471-8. https://doi.org/10.1097/BOR.0b013e328349c2b1
    » https://doi.org/10.1097/BOR.0b013e328349c2b1
  • 6
    Vangsness Junior CT, Burke WS, Narvy SJ, MacPhee RD, Fedenko AN. Human knee synovial fluid cytokines correlated with grade of knee osteoarthritis--a pilot study. Bull NYU Hosp Jt Dis. 2011;69(2):122-7. PMID: 22035391
  • 7
    Song M, Graubard BI, Rabkin CS, Engels EA. Neutrophil-to-lymphocyte ratio and mortality in the United States general population. Sci Rep. 2021;11(1):464. https://doi.org/10.1038/s41598-020-79431-7
    » https://doi.org/10.1038/s41598-020-79431-7
  • 8
    Celikbilek A, Ismailogullari S, Zararsiz G. Neutrophil to lymphocyte ratio predicts poor prognosis in ischemic cerebrovascular disease. J Clin Lab Anal. 2014;28(1):27-31. https://doi.org/10.1002/jcla.21639
    » https://doi.org/10.1002/jcla.21639
  • 9
    Park JS, Seo KW, Choi BJ, Choi SY, Yoon MH, Hwang GS, et al. Importance of prognostic value of neutrophil to lymphocyte ratio in patients with ST-elevation myocardial infarction. Medicine (Baltimore). 2018;97(48):e13471. https://doi.org/10.1097/MD.0000000000013471
    » https://doi.org/10.1097/MD.0000000000013471
  • 10
    Fu H, Qin B, Hu Z, Ma N, Yang M, Wei T, et al. Neutrophil- and platelet-to-lymphocyte ratios are correlated with disease activity in rheumatoid arthritis. Clin Lab. 2015;61(3-4):269-73. https://doi.org/10.7754/clin.lab.2014.140927
    » https://doi.org/10.7754/clin.lab.2014.140927
  • 11
    Yang Z, Zhang Z, Lin F, Ren Y, Liu D, Zhong R, et al. Comparisons of neutrophil-, monocyte-, eosinophil-, and basophil- lymphocyte ratios among various systemic autoimmune rheumatic diseases. APMIS. 2017;125(10):863-71. https://doi.org/10.1111/apm.12722
    » https://doi.org/10.1111/apm.12722
  • 12
    Shi J, Zhao W, Ying H, Du J, Chen J, Chen S, et al. The relationship of platelet to lymphocyte ratio and neutrophil to monocyte ratio to radiographic grades of knee osteoarthritis. Z Rheumatol. 2018;77(6):533-7. https://doi.org/10.1007/s00393-017-0348-7
    » https://doi.org/10.1007/s00393-017-0348-7
  • 13
    Taşoğlu Ö, Bölük H, Şahin Onat Ş, Taşoğlu İ, Özgirgin N. Is blood neutrophil-lymphocyte ratio an independent predictor of knee osteoarthritis severity? Clin Rheumatol 2016;35(6):1579-83. https://doi.org/10.1007/s10067-016-3170-8
    » https://doi.org/10.1007/s10067-016-3170-8
  • 14
    Taşoğlu Ö, Şahin A, Karataş G, Koyuncu E, Taşoğlu İ, Tecimel O, et al. Blood mean platelet volume and platelet lymphocyte ratio as new predictors of hip osteoarthritis severity. Medicine (Baltimore). 2017;96(6):e6073. https://doi.org/10.1097/MD.0000000000006073
    » https://doi.org/10.1097/MD.0000000000006073
  • 15
    Kellgren JH, Lawrence JS. Radiological assessment of osteo-arthrosis. Ann Rheum Dis. 1957;16(4):494-502. https://doi.org/10.1136/ard.16.4.494
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Publication Dates

  • Publication in this collection
    21 Nov 2022
  • Date of issue
    2022

History

  • Received
    25 Mar 2022
  • Accepted
    06 July 2022
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