Abstract
Osteoarthritis (OA) is a chronic degenerative musculoskeletal disease that causes articular cartilage degeneration and chronic pain. Research into OA animal models suggests that elevated NGF levels in the synovium contribute to pain and central sensitization (CS). However, it is unclear whether synovial NGF contributes to CS in patients with OA. We investigated the association between synovial NGF expression and clinical assessments of pain and CS in hip OA (hOA) patients. We also aimed to identify which cells in the synovium of hOA patients express NGF. Sixty-six patients who received total hip replacement and a diagnosis of hOA were enrolled. We measured NGF mRNA expression in synovial samples obtained from 50 patients using qPCR and analyzed the correlation of NGF expression with the CS inventory (CSI) score and Japanese Orthopaedic Association (JOA) score, a clinical scoring system for OA. To identify the synovial cells expressing NGF, we analyzed NGF mRNA expression in CD14+ and CD14- cells, which represent macrophage-rich and fibroblast-rich fractions, respectively, extracted from 8 patients. To further identify which macrophage subtypes express NGF, we examined NGF mRNA expression in CD14high and CD14low cells sorted from 8 patients. Synovial NGF mRNA expression was negatively correlated with JOA score but positively correlated with CSI score (JOA pain, r = −0.337, P = 0.017; CSI score, r = 0.358, P = 0.011). Significantly greater levels of NGF were observed in CD14- cells compared to CD14+ cells (P = 0.036) and in CD14high cells compared to CD14low cells (P = 0.008). In conclusion, synovial NGF expression is correlated with the degree of pain and CS in hOA patients. NGF is predominantly expressed in synovial fibroblasts. Further, CD14high synovial macrophages expressed higher levels of NGF. Our results may provide a novel NGF-targeted therapeutic strategy for hOA pain.
1. Introduction
Osteoarthritis (OA) is a multifaceted disease that features continued cartilage degeneration, synovitis, osteophyte development, and subchondral bone remodeling, which lead to chronic pain. Evidence suggests that central sensitization (CS) is a factor of treatment-resistant chronic pain among individuals with OA [1, 2]. Further, individuals exhibiting pain and CS components are resistant to conservative treatment, including nonsteroidal anti-inflammatory drugs (NSAIDs) and other pain medication [3]. We previously reported that 5% of hip OA (hOA) patients have a CS component [4]. However, the mechanisms underlying CS in hOA are not well understood.
The neurotrophin nerve growth factor (NGF) modulates pain sensation [5] and has been shown to be elevated in individuals with chronic pain conditions, causing a heightened perception of pain [6, 7]. Synovial tissue is a major source of NGF in joints. Elevated levels of NGF have been observed in the synovial fluid and synovial tissue in patients with knee OA (kOA) [6]. Studies in experimental animal OA models have highlighted a pivotal role for elevated NGF in joint tissues in CS [7]. However, it is unclear whether elevated NGF expression in synovial tissue contributes to pain and CS in patients with hOA.
The synovium is mainly composed of synovial fibroblasts and macrophages. Under inflammatory conditions, synovial fibroblasts produce pain-related signals. Previous studies have shown that NGF is expressed in the synovium and is produced by synovial fibroblasts isolated from patients with kOA [8, 9]. However, NGF expression levels in synovial fibroblasts from patients with hOA have not been examined.
Interestingly, several human studies have suggested a correlation between synovial macrophages and pain. Activated macrophages are found in 76% of patients with symptomatic kOA [10]. Further, the presence of joint pain in the fingers, wrists, ankles, and big toes has been linked to the presence of activated macrophages in these joints. Immunohistochemical analysis has shown that NGF is expressed by specific macrophage populations in the synovium of kOA patients [11]. However, the osteoarthritic synovium comprises a heterogeneous population, and it remains unclear which subsets of macrophages in the synovium of hOA patients express NGF.
Here, we investigated the association between synovial NGF expression and clinical assessments for pain and CS in patients with hOA. We also aimed to identify which cell populations in the synovium of hOA patients express NGF.
2. Materials and Methods
2.1. Participants
Sixty-six patients who underwent total hip replacement (THR) at a single center and a diagnosis of hOA (Tonnis grade 2–3) were enrolled in the present study. Samples taken from 50 patients were used to investigate the correlation between synovial NGF mRNA expression and clinical scores. Eight patients were used to measure NGF mRNA expression in synovial macrophages and fibroblasts, and the remaining 8 patients were used to examine the cell subsets in the macrophage fraction and NGF mRNA expression within the population. Synovial samples were extracted from all operated hip joints during the THR procedure. This study received ethical approval from Kitasato University Institutional Review Board (reference number: B19-259). Written consent was obtained from all participants for the harvesting of their synovial tissue for use in this study.
2.2. Clinical Assessments
Radiographic assessment of hOA progression was determined according to the Tonnis classification system [12] as follows: 0, no changes; 1, mild narrowing of the joint space, mild lipping at the joint margin, and mild sclerosis of the femoral head or acetabulum; 2, appearance of small bony cysts, additional narrowing of the joint space, and modest loss of femoral head sphericity; 3, presence of large cysts, marked narrowing of the joint space, marked femoral head deformity, and avascular necrosis. While both the Tonnis classification and Kellgren-Lawrence classification are used to classify hip osteoarthritis severity, the Kellgren-Lawrence classification is widely used in the knee osteoarthritis literature, while the Tonnis classification is often used in the hip osteoarthritis literature. The Tonnis classification has similar definitions to the Kellgren-Lawrence classification but includes cysts as part of its definitions.
The CS inventory (CSI), a comprehensive self-report outcome measure, is comprised of 25 self-reported items on emotional and somatic symptoms [13–15]. Each item is scored on a 5-point scale (0, never; 1, rarely; 2, sometimes; 3, often; 4, always), with the total score, ranging from 0 to 100 points, indicating the degree of symptomatology. The CSI was established as a screening tool to help clinicians identify patients with central sensitivity syndrome, in which CS may be a root etiology. Previous studies have used the CSI to study the association of pain with CS components in patients with kOA and hOA [4, 16, 17]. In this study, we asked patients to complete the CSI to assess whether they exhibit CS components. We provided patients with an explanation of the CSI and left them to complete the CSI themselves one month before THR.
Additionally, we used the Japanese Orthopaedic Association (JOA) hip score to evaluate other clinical parameters. The JOA hip score is widely used in Japan to assess hip diseases and comprises 4 categories: pain (0–40 points), range of motion (ROM 0–20 points), gait (0–20 points), and performance of activities of daily living (0–20 points) [18]. The ROM score was determined based on hip flexion angle and abduction angle. Higher scores represent milder conditions.
These data were used to examine the correlation between synovial NGF mRNA expression and clinical symptoms.
2.3. Isolation of RNA and qPCR
Patients' synovial cells and synovial samples were subjected to RNA extraction using TRIzol (Invitrogen, Carlsbad, California, USA) based on manufacturer's protocol. The extracted RNA formed the template for synthesizing first-strand complementary DNA (cDNA) using SuperScript III RT (Invitrogen). Briefly, DNA was amplified in a reaction mixture containing TB green Premix Ex Taq (Takara, Kyoto, Japan), a specific primer set, and cDNA in a qPCR detection system (CFX96; Bio-Rad, Hercules, California, USA) using the following PCR program: denaturation at 95°C for 1 min, followed by 40 cycles at 95°C for 10 s and 60°C for 30 s. qPCR was used to determine mRNA expression of NGF, CD14, and CD90 in synovial samples and cells from hOA patients. The sequences of the PCR primer pairs used are provided in Table 1. NGF, CD14, and CD90 mRNA expression was normalized to that of GAPDH.
Table 1.
Primer | Sequence (5′–3′) | Product size (bp) |
---|---|---|
NGF-F | CCCATCCCATCTTCCACAGG | 74 |
NGF-R | GGTGGTCTTATCCCCAACCC | |
CD14-F | TCCCTCAATCTGTCGTTCGC | 150 |
CD14-R | ATTCCCGTCCAGTGTCAGGT | |
CD90-F | GACCCGTGAGACAAAGAAGC | 138 |
CD90-R | CCCTCGTCCTTGCTAGTGAA | |
GAPDH-F | TGTTGCCATCAATGACCCCTT | 202 |
GAPDH-R | CTCCACGACGTACTCAGCG |
NGF: nerve growth factor; GAPDH: glyceraldehyde-3-phosphate dehydrogenase; bp: base pairs.
2.4. Isolation of Synovial Macrophages and Fibroblasts
Synovial samples collected from each hip joint during THR were digested with type I collagenase for 24 h at 37°C to isolate mononuclear cells. After reacting with 0.5 ml biotin-conjugated anti-CD14 human monoclonal antibody (BioLegend) for 30 min at 4°C, the cells were washed twice in phosphate-buffered saline (PBS) and reacted with streptavidin-conjugated magnetic beads (BD Biosciences). The cells were subsequently transferred to a cell separation system (IMag; BD Biosciences) and left to stand for 30 min at 4°C. After removal from the magnetic support, 5 ml of prewarmed (37°C) α-minimum essential medium (MEM) was added, and the cells were centrifuged at 280 g for 5 min to isolate CD14+ (macrophage-rich fraction) and CD14- (fibroblast-rich fraction) cells. RNA sample concentrations were measured twice using the DeNovix DS-11 Spectrophotometer (DeNovix Inc., Wilmington, DE, USA) and adjusted to a concentration of 100 ng/μl; a total of 1 μg of RNA was used for cDNA synthesis. NGF, CD14, and CD90 mRNA expression in CD14+ and CD14- cells isolated from 8 patients were separately examined using qPCR. NGF expression (NGF/GAPDH) in CD14+ and CD14- cells was determined using the delta-delta CT method. When the average NGF expression (NGF/GAPDH) level in CD14- cells was 1, the relative expression (CD14+ cells/CD14- cells) was calculated.
2.5. Cell Sorting
The CD14+ fraction from the synovium of hOA patients contains a heterogeneous population of CD14high and CD14low cells. We used synovial samples from 8 patients with hOA to examine NGF expression in CD14high and CD14low populations. To obtain synovial cells, each synovial sample was enzymatically digested, as described above. The synovial cells isolated from each patient were subsequently reacted with R-phycoerythrin- (PE-) conjugated anti-human CD14 (BioLegend) and fluorescein isothiocyanate- (FITC-) conjugated anti-human CD45 (BioLegend). After washing twice in PBS, CD14+ cells were sorted into CD14high and CD14low cells using the BD FACS Aria cell sorting system (Becton Dickinson, CA, USA). CD14high and CD14low cells were centrifuged at 300 g for 10 min and dissolved in TRIzol. RNA concentrations were measured twice using the DeNovix DS-11 Spectrophotometer (DeNovix Inc.) and adjusted to a concentration of 1 ng/μl; a total of 10 ng of RNA was used for cDNA synthesis. After cDNA synthesis, as described above, a mixture comprising SuperMix, a reagent from Perfecta Preamp SuperMix (Quanta), 5 μl primer pool (500 nM forward and 500 nM reverse), and 35 μl cDNA was prepared to a final volume of 10 μl for preamplification PCR. The program used was as follows: 3 min at 95°C, followed by 14 cycles of 15 s at 95°C and 3 min at 60°C. The resulting PCR products were diluted (1 : 16) and used in qPCR to examine NGF expression. NGF expression (NGF/GAPDH) was determined using the delta-delta CT method in CD14low and CD14high cells. When the average NGF expression (NGF/GAPDH) level in CD14low cells was 1, the relative expression (CD14high cells/CD14low cells) was calculated.
2.6. Statistical analyses
Patients' demographic and clinical assessment data are presented as mean and standard deviation. Gene expression is expressed as median, percentiles, and minimum and maximum values. We performed power analysis with α = 0.05 and power = 0.80 using G∗POWER3 to calculate the optimal sample size for our study. The analysis indicated that 44 samples were needed to detect a correlation between NGF mRNA expression in synovial samples and clinical assessments. Thus, samples from 50 patients were used to investigate these correlations. Further, power analysis indicated that seven and eight samples were needed to detect a difference in NGF mRNA levels between CD14+ and CD14- cells and between CD14high and CD14low cells, respectively. Therefore, samples from 8 patients each were used to investigate these differences. Comparison of NGF mRNA expression level by radiographic hOA progression was investigated using the Mann-Whitney U test. Spearman's correlation coefficient was used to investigate the relationships between NGF mRNA expression in synovial tissue and CSI and JOA hip score. CD14, CD90, and NGF mRNA expression were compared between CD14+ and CD14- cell fractions using the Wilcoxon signed-rank test, as was NGF mRNA expression in each subset of CD14+ cells. All statistical comparisons were conducted using SPSS software (version 19.0, IBM, NY, USA). P < 0.05 was used to indicate statistical significance.
3. Results
3.1. Correlation between Synovial NGF Expression and Clinical Scores
The 50 eligible patients (5 men and 45 women) provided consent to participate in the study (Table 2). The mean age was 64.0 ± 9.8 years, and all patients were diagnosed with advanced and end stages (Tonnis grade 2–3) of OA. There were no differences in NGF expression level between those with Tonnis grade 2 versus 3 (Figure 1).
Table 2.
hOA grade | Tonnis 2 | Tonnis 3 | P value |
---|---|---|---|
Sex, male/female, N | 2/11 | 3/34 | 0.452 |
Age (years) | 64.4 ± 11.2 | 64.4 ± 9.8 | 0.965 |
JOA score | |||
Pain (0-40 points) | 16.1 ± 8.7 | 13.8 ± 7.2 | 0.366 |
Range of motion (0-20 points) | 14.8 ± 3.8 | 12.8 ± 4.1 | 0.207 |
Gait ability (0-20 points) | 15.8 ± 2.3 | 14.5 ± 3.2 | 0.281 |
Ability to perform activities of daily living (0-20 points) | 13.1 ± 2.1 | 12.4 ± 3.0 | 0.739 |
Total (0-100 points) | 58.2 ± 12.1 | 53.5 ± 9.9 | 0.268 |
CSI score (0-100 points) | 20.8 ± 8.8 | 19.6 ± 11.2 | 0.740 |
All data are reported as mean ± standard deviation ratings, unless otherwise indicated. Continuous variables were calculated using the Mann-Whitney U test, and categorical variables were calculated using the chi-square test. P values < 0.05 were considered to indicate statistical significance. hOA: hip osteoarthritis; JOA: Japanese Orthopaedic Association; CSI: Central Sensitization Inventory.
As shown in Figure 2, there was a negative correlation between JOA pain and NGF mRNA expression in synovial tissue (r = −0.337, P = 0.017). In contrast, there was no correlation between the 3 JOA domain scores or the total score and NGF mRNA expression (range of motion, r = −0.243, P = 0.089; gait, r = 0.132, P = 0.360; ability to perform activities of daily living, r = 0.073, P = 0.616; total, r = −0.027, P = 0.850). The CSI score was positively correlated with synovial NGF mRNA expression level in patients with hOA (r = 0.358, P = 0.011; Figure 3).
3.2. Expression of NGF in Synovial Macrophages and Fibroblasts
Samples from 8 patients (2 men, 6 women) aged 65.5 ± 7.2 years with radiographic hOA (Tonnis grade 2–3) were used to examine NGF mRNA expression in synovial macrophages and fibroblasts. To identify the cell population in CD14+ and CD14- fractions, we performed qPCR analysis of CD14 (macrophages) and CD90 (fibroblasts). The analysis showed that CD14 mRNA levels in CD14+ cells were significantly increased compared to those in CD14- cells (P = 0.012; Figure 4(a)). In contrast, CD90 expression was significantly elevated in CD14- compared to CD14+ cells (P = 0.017; Figure 4(b)). This indicates that CD14+ and CD14- fractions contained macrophages and fibroblasts, respectively. NGF mRNA expression was significantly elevated in CD14- compared to CD14+ cells (P = 0.036; Figure 4(c)).
3.3. NGF Expression in Synovial CD14+ Cell Subsets from hOA Patients
Cell sorting analysis was performed on samples from 8 patients (all women) aged 66.6 ± 8.1 years with hOA (Tonnis grade 2–3) to identify the characteristics of CD14+ cell subsets. As shown in Figure 5(a), CD14+ cells gated with CD45 comprised a heterogeneous population of CD14high and CD14low cells. CD14high cells expressed higher levels of NGF mRNA than CD14low cells in the synovium of hOA patients (P = 0.008; Figure 5(b)).
4. Discussion
We showed that synovial NGF mRNA expression was negatively and positively correlated with JOA pain and CSI scores, respectively. Both CD14+ and CD14- synovial cells extracted from hOA patients expressed NGF, with CD14- cells showing higher NGF expression than CD14+ cells. Further, we found that CD14+ synovial cells from hOA patients comprised a heterogeneous population of CD14high and CD14low cells. CD14high cells expressed significantly higher levels of NGF mRNA than CD14low cells. These findings suggest that elevated NGF levels in the synovium of hOA patients may be associated with pain through CS. In addition to synovial fibroblasts, macrophages, particularly CD14high macrophages, may also mediate NGF expression in patients with hOA.
A previous report suggested that the binding of NGF to TrkA receptors on the peripheral terminals of nociceptors and the surface of immune cells may directly contribute to acute peripheral sensitization [19]. NGF is thought to contribute indirectly to CS via its downstream influence on transcription [7, 20]. Lewin et al. showed that systemic administration of NGF to a rat model caused mechanical and thermal hyperalgesia [7]. Moreover, Ashraf et al. reported that intraarticular injection of NGF in a rat OA model lowered the hind paw mechanical withdrawal threshold [21]. In addition, Sagar et al. demonstrated that intraarticular injection of NGF contributed to spinal nociceptive sensitization in a rat OA model [22]. However, whether or not these mechanisms are also present in humans is unclear. Our findings indicate that there is a significant correlation between NGF mRNA expression levels in the synovium and JOA pain and CSI scores in hOA patients. There were no differences in NGF expression between patients with radiographic hOA Tonnis grade 2 versus 3. Therefore, synovial NGF expression may contribute to CS and pain in human hOA patients.
Evidence indicating that NGF expression is upregulated in synovial fibroblasts from kOA patients suggests that NGF is a key contributor to pain pathology in OA patients [8, 9, 23]. An immunohistochemical study showed that NGF is predominantly expressed in fibroblasts compared to macrophages in the synovium [11]. We found that NGF mRNA was expressed in both CD14+ and CD14- synovial cells from hOA patients and that CD90 and NGF were significantly elevated in CD14- compared to CD14+ synovial cells suggesting that NGF may be mainly expressed in synovial fibroblasts in patients with hOA.
Accumulating evidence suggests that synovial macrophages may contribute to pain [24]. In this study, we investigated a possible role for NGF expression in the regulation of macrophage-associated pain in hOA. While CD14+ cells expressed lower levels of NGF than CD14- cells, expression was significantly elevated in CD14high cells compared to CD14low cells among synovial CD14+ cells from hOA patients. CD14 concentration in synovial fluid has been shown to be positively correlated with the severity of self-reported knee pain [25]. CD14high subsets are thus thought to expand under arthritic conditions [26]. Taken together, our findings and those of previous studies suggest that synovial expression of NGF in CD14high macrophages may contribute to pain in hOA patients.
We showed that NGF expression levels differed between CD14high and CD14low macrophages. However, because it was difficult to distinguish between CD14high and CD14low cells using immunohistochemical procedures, NGF expression and localization of these cells in the synovium remain unclear. Identification of other markers that can be used to distinguish these cells using immunohistochemistry is needed.
5. Conclusions
Synovial NGF expression correlates with the degree of pain and CS in hOA patients. NGF is predominantly expressed in synovial fibroblasts. Among synovial macrophages, NGF is highly expressed in CD14high cells. Our results suggest that NGF-expressing cells may be a novel target for therapeutic strategies against chronic pain with CS in hOA.
Acknowledgments
We thank Ms. Yuko Onuki for her assistance with PCR analysis. This investigation was supported in part by the Grant-in-Aid for Young Scientists (B) No. 19K18476.
Data Availability
The datasets supporting the conclusions of this article are included within the article. The raw data can be requested from the corresponding author.
Conflicts of Interest
The authors declare that they have no competing interests.
References
- 1.Lluch E., Torres R., Nijs J., Van Oosterwijck J. Evidence for central sensitization in patients with osteoarthritis pain: a systematic literature review. European Journal of Pain. 2014;18(10):1367–1375. doi: 10.1002/j.1532-2149.2014.499.x. [DOI] [PubMed] [Google Scholar]
- 2.Suokas A. K., Walsh D. A., McWilliams D. F., et al. Quantitative sensory testing in painful osteoarthritis: a systematic review and meta-analysis. Osteoarthritis and Cartilage. 2012;20(10):1075–1085. doi: 10.1016/j.joca.2012.06.009. [DOI] [PubMed] [Google Scholar]
- 3.Pelletier J. P., Martel-Pelletier J., Rannou F., Cooper C. Efficacy and safety of oral NSAIDs and analgesics in the management of osteoarthritis: evidence from real-life setting trials and surveys. Seminars in Arthritis and Rheumatism. 2016;45(4):S22–S27. doi: 10.1016/j.semarthrit.2015.11.009. [DOI] [PubMed] [Google Scholar]
- 4.Ohashi Y., Fukushima K., Inoue G., et al. Central sensitization inventory scores correlate with pain at rest in patients with hip osteoarthritis: a retrospective study. BMC Musculoskeletal Disorders. 2020;21(1):p. 595. doi: 10.1186/s12891-020-03630-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Levi-Montalcini R., Angeletti P. U. Essential role of the nerve growth factor in the survival and maintenance of dissociated sensory and sympathetic embryonic nerve cells _in vitro_. Developmental Biology. 1963;6:653–659. doi: 10.1016/0012-1606(63)90149-0. [DOI] [PubMed] [Google Scholar]
- 6.Halliday D. A., Zettler C., Rush R. A., Scicchitano R., McNeil J. D. Elevated nerve growth factor levels in the synovial fluid of patients with inflammatory joint disease. Neurochemical Research. 1998;23(6):919–922. doi: 10.1023/A:1022475432077. [DOI] [PubMed] [Google Scholar]
- 7.Lewin G. R., Rueff A., Mendell L. M. Peripheral and central mechanisms of NGF-induced hyperalgesia. The European Journal of Neuroscience. 1994;6(12):1903–1912. doi: 10.1111/j.1460-9568.1994.tb00581.x. [DOI] [PubMed] [Google Scholar]
- 8.Manni L., Lundeberg T., Fiorito S., Bonini S., Vigneti E., Aloe L. Nerve growth factor release by human synovial fibroblasts prior to and following exposure to tumor necrosis factor-alpha, interleukin-1 beta and cholecystokinin-8: the possible role of NGF in the inflammatory response. Clinical and Experimental Rheumatology. 2003;21(5):617–624. [PubMed] [Google Scholar]
- 9.Seidel M. F., Wise B. L., Lane N. E. Nerve growth factor: an update on the science and therapy. Osteoarthritis and Cartilage. 2013;21(9):1223–1228. doi: 10.1016/j.joca.2013.06.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Kraus V. B., McDaniel G., Huebner J. L., et al. Direct _in vivo_ evidence of activated macrophages in human osteoarthritis. Osteoarthritis and Cartilage. 2016;24(9):1613–1621. doi: 10.1016/j.joca.2016.04.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Stoppiello L. A., Mapp P. I., Wilson D., Hill R., Scammell B. E., Walsh D. A. Structural associations of symptomatic knee osteoarthritis. Arthritis & Rhematology. 2014;66(11):3018–3027. doi: 10.1002/art.38778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kovalenko B., Bremjit P., Fernando N. Classifications in brief: Tönnis classification of hip osteoarthritis. Clinical Orthopaedics and Related Research. 2018;476(8):1680–1684. doi: 10.1097/01.blo.0000534679.75870.5f. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Mayer T. G., Neblett R., Cohen H., et al. The development and psychometric validation of the central sensitization inventory. Pain Practice. 2012;12(4):276–285. doi: 10.1111/j.1533-2500.2011.00493.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Neblett R., Cohen H., Choi Y., et al. The central sensitization inventory (CSI): establishing clinically significant values for identifying central sensitivity syndromes in an outpatient chronic pain sample. The Journal of Pain. 2013;14(5):438–445. doi: 10.1016/j.jpain.2012.11.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Tanaka K., Nishigami T., Mibu A., et al. Validation of the Japanese version of the Central Sensitization Inventory in patients with musculoskeletal disorders. PLoS One. 2017;12(12):p. e0188719. doi: 10.1371/journal.pone.0188719. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Kim S. H., Yoon K. B., Yoon D. M., Yoo J. H., Ahn K. R. Influence of centrally mediated symptoms on postoperative pain in osteoarthritis patients undergoing total knee arthroplasty: a prospective observational evaluation. Pain Practice. 2015;15(6):E46–E53. doi: 10.1111/papr.12311. [DOI] [PubMed] [Google Scholar]
- 17.Koh I. J., Kang B. M., Kim M. S., Choi K. Y., Sohn S., In Y. How does preoperative central sensitization affect quality of life following Total knee arthroplasty? The Journal of Arthroplasty. 2020;35(8):2044–2049. doi: 10.1016/j.arth.2020.04.004. [DOI] [PubMed] [Google Scholar]
- 18.Kuribayashi M., Takahashi K. A., Fujioka M., Ueshima K., Inoue S., Kubo T. Reliability and validity of the Japanese Orthopaedic Association hip score. Journal of Orthopaedic Science. 2010;15(4):452–458. doi: 10.1007/s00776-010-1490-0. [DOI] [PubMed] [Google Scholar]
- 19.Mantyh P. W., Koltzenburg M., Mendell L. M., Tive L., Shelton D. L. Antagonism of nerve growth factor-TrkA signaling and the relief of pain. Anesthesiology. 2011;115(1):189–204. doi: 10.1097/ALN.0b013e31821b1ac5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Nijs J., Meeus M., Versijpt J., et al. Brain-derived neurotrophic factor as a driving force behind neuroplasticity in neuropathic and central sensitization pain: a new therapeutic target? Expert Opinion on Therapeutic Targets. 2015;19(4):565–576. doi: 10.1517/14728222.2014.994506. [DOI] [PubMed] [Google Scholar]
- 21.Ashraf S., Mapp P. I., Burston J., Bennett A. J., Chapman V., Walsh D. A. Augmented pain behavioural responses to intra-articular injection of nerve growth factor in two animal models of osteoarthritis. Annals of the Rheumatic Diseases. 2014;73(9):1710–1718. doi: 10.1136/annrheumdis-2013-203416. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Sagar D. R., Nwosu L., Walsh D. A., Chapman V. Dissecting the contribution of knee joint NGF to spinal nociceptive sensitization in a model of OA pain in the rat. Osteoarthritis and Cartilage. 2015;23(6):906–913. doi: 10.1016/j.joca.2015.01.010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Watson J. J., Allen S. J., Dawbarn D. Targeting nerve growth factor in pain: what is the therapeutic potential? BioDrugs. 2008;22(6):349–359. doi: 10.2165/0063030-200822060-00002. [DOI] [PubMed] [Google Scholar]
- 24.Geraghty T., Winter D., Miller R., Miller R., Malfait A. Neuroimmune interactions and osteoarthritis pain: focus on macrophages. Pain reports. 2021;6(1):p. e892. doi: 10.1097/PR9.0000000000000892. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Daghestani H. N., Pieper C. F., Kraus V. B. Soluble macrophage biomarkers indicate inflammatory phenotypes in patients with knee osteoarthritis. Arthritis & Rhematology. 2015;67(4):956–965. doi: 10.1002/art.39006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Luo Q., Xiao P., Li X., et al. Overexpression of CD64 on CD14++CD16‑ and CD14++CD16+ monocytes of rheumatoid arthritis patients correlates with disease activity. Experimental and Therapeutic Medicine. 2018;16(3):2703–2711. doi: 10.3892/etm.2018.6452. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets supporting the conclusions of this article are included within the article. The raw data can be requested from the corresponding author.