Next Article in Journal
Diagnosis and Treatment of Male Infertility-Related Fertilization Failure
Next Article in Special Issue
Therapeutics Development for Pseudoxanthoma Elasticum and Related Ectopic Mineralization Disorders: Update 2020
Previous Article in Journal
Metabolomic Profiles Predict Diabetes Remission after Bariatric Surgery
Previous Article in Special Issue
Assessment of Inflammation and Calcification in Pseudoxanthoma Elasticum Arteries and Skin with 18F-FluroDeoxyGlucose and 18F-Sodium Fluoride Positron Emission Tomography/Computed Tomography Imaging: The GOCAPXE Trial
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Osteoarthritis in Pseudoxanthoma Elasticum Patients: An Explorative Imaging Study

by
Willem Paul Gielis
1,2,*,
Pim A. de Jong
2,
Jonas W. Bartstra
2,
Wouter Foppen
2,
Wilko Spiering
3 and
Annemarie M. den Harder
2
1
University Medical Center Utrecht, Department of Orthopaedics, Utrecht University, 3584 CX Utrecht, The Netherlands
2
University Medical Center Utrecht, Department of Radiology, Utrecht University, 3584 CX Utrecht, The Netherlands
3
University Medical Center Utrecht, Department of Vascular Medicine, Utrecht University, 3584 CX Utrecht, The Netherlands
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2020, 9(12), 3898; https://doi.org/10.3390/jcm9123898
Submission received: 12 October 2020 / Revised: 27 November 2020 / Accepted: 29 November 2020 / Published: 1 December 2020
(This article belongs to the Special Issue Pseudoxanthoma Elasticum Pathophysiology, from Clinic to Bench Side)

Abstract

:
Pseudoxanthoma elasticum (PXE) is a systemic disease affecting the skin, eyes, and cardiovascular system of patients. Cardiovascular disease is associated with osteoarthritis (OA), which is the most common cause of joint pain. There is a lack of systematic investigations on joint manifestations in PXE in the literature. In this explorative study, we aimed to investigate whether patients with PXE are more at risk for developing osseous signs of OA. Patients with PXE and hospital controls with whole-body low-dose CT examinations available were included. OA was assessed using the OsteoArthritis Computed Tomography (OACT)-score, which is a 4-point Likert scale, in the acromioclavicular (AC), glenohumeral (GH), facet, hip, knee, and ankle joints. Additionally, intervertebral disc degeneration was scored. Data were analyzed using ordinal logistic regression adjusted for age, body mass index (BMI), and smoking status. In total, 106 PXE patients (age 56 (48–64), 42% males, BMI 25.3 (22.7–28.2)) and 87 hospital controls (age 55 (43–67), 46% males, BMI 26.0 (22.5–29.2)) were included. PXE patients were more likely to have a higher OA score for the AC joints (OR 2.00 (1.12–3.61)), tibiofemoral joint (OR 2.63 (1.40–5.07)), and patellofemoral joint (2.22 (1.18–4.24)). For the other joints, the prevalence and severity of OA did not differ significantly. This study suggests that patients with PXE are more likely to have structural OA of the knee and AC joints, which needs clinical confirmation in larger groups and further investigation into the mechanism.

1. Introduction

Pseudoxanthoma elasticum (PXE) is a systemic disease affecting the skin, eyes, and cardiovascular system of patients. It is caused by mutations in the ABCC6 gene and it is associated with low levels of inorganic pyrophosphate (PPi) [1]. PPi is found in bones and inhibits the precipitation and dissolution of hydroxyapatite (HA). Therefore, it is thought to regulate the entry and exit of calcium and phosphate in mineralized tissues and stabilize already formed calcifications [2,3]. In soft tissues, PPi is an important inhibitor of calcification. A deficiency of PPi is characterized by extensive arterial calcifications. The consequences of a deficiency in the PPi homeostasis are shown in several monogenetic disorders. In Generalized Arterial Calcification of Infancy syndrome (GACI, OMIM #208000), the complete lack of PPi results in extensive arterial calcification at birth, but calcification of the joints has also been described in these children [4]. Arterial calcification due to a deficiency in CD73 (ACDC, OMIM #211800) typically results in both periarticular and arterial calcification due to the increased conversion of PPi into calcification promoting phosphate [5,6,7]. The evaluation of the joints in PXE is limited to a recent study on peri-articular calcifications around the shoulder [8].
In our PXE practice, we noticed that several PXE patients complained about painful joints. In some case reports, PXE is co-existing with Rheumatoid arthritis, cervical arthritis, and Still’s disease, but we did not find systematic investigations into structural joint disease in PXE [9,10,11]. Osteoarthritis (OA) is the main cause of disability and joint pain in the general population [12]. Furthermore, OA is related to cardiovascular disease. [13] The most important risk factors are age, body mass index (BMI), gender, and occupation [14,15]. OA is a multifactorial disease with a clear genetic component, but “treatable” phenotypes have not been discovered [16]. A promising potential treatment target is the remodeling of the subchondral bone [17,18].
The goal of the current study was to investigate whether PXE is associated with a higher prevalence of OA-related structural bone disease compared to hospital controls. This line of research could give insight into the origin of the joint pain in PXE patients.

2. Materials and Methods

2.1. Patients

To determine the prevalence of OA in PXE patients, we used a cohort of consecutive patients with a confirmed PXE diagnosis [19] from the UMC Utrecht in the Netherlands. At least two of the three diagnostic criteria should be fulfilled: skin lesions; peau d’orange or angioid streaks; pathogenic variants on both ABCC6 alleles. [19] Sanger sequencing was performed to identify single nucleotide polymorphisms (SNPs) and small deletions and insertions, and multiplex ligation-dependent probe amplification (MLPA) was performed to screen for larger deletions in the ABCC6 gene (reference sequence NM_001171.5, MLPA kit P092B (MRC Holland, Amsterdam, the Netherlands) [20]. All patients with PXE received a non-contrast-enhanced whole-body Computed Tomography (CT) as part of the routine clinical workup to evaluate the amount of vascular calcification. CT acquisitions were low dose (effective dose <3 mSv in a 70 kg adult male) and performed on a 64-slice CT system (Brilliance 64, Philips). PXE Patients did not receive bisphosphonate or anti-vitamin K treatment at the time of or before the scan.
We used a cohort of hospital controls to compare the prevalence of OA. These patients received a whole-body low-dose CT as part of a fluorodeoxyglucose (FDG) positron emission tomography (PET) CT examination between June 2011 and November 2015 for various medical indications. These scans were performed on a Siemens Biograph 40 scanner (Siemens Healthcare, Erlangen, Germany). Patients with suspicion of endocarditis, vasculitis, osteomyelitis, arthritis, or infected osteosynthesis material were excluded. Of all patients, age, gender, BMI, and smoking status within 6 months of the CT acquisition were extracted from the electronic patient file. Previously, Kranenburg et al. investigated the prevalence and severity of arterial calcifications in the same cohort, which is described in detail elsewhere [21].

2.2. Ethical Approval

The need for informed consent was waived by the local institutional review board of the UMC Utrecht (protocol number 15/446-C), since this concerned a retrospective analysis of data acquired in routine clinical care where clinical and radiological data as acquired in routine clinical care were provided in an anonymized fashion to the researchers.

2.3. Scoring

OA was assessed on the whole-body CTs using the OsteoArthritis Computed Tomography (OACT)-score. [22] One experienced observer (WPG) scored all scans in random order. His intra-observer and inter-observer reliability compared to two other trained readers has been reported previously [22]. Only CT images were assessed, without Positron Emission Tomography (PET) data or Digital Imaging and Communications in Medicine (DICOM) tags. The acromioclavicular (AC) joints, glenohumeral (GH), hip, knee, and ankle joints were scored using a 4-grade scale with a score of 0 meaning no OA and a score of 3 meaning the most advanced stage of OA (osteophytes, marked joint space narrowing, and subchondral sclerosis/cysts). Joints with a prosthesis received the highest score possible (score 3). Degenerative disc disease and facet joint OA were scored separately for the cervical, thoracic, and lumbar levels. For each section, only the scores for the two most degenerated levels were given a 4-grade scale based on disc/joint space narrowing, osteophytes, sclerosis and for degenerative disc disease specifically; endplate irregularity. An example of the various grades in the tibiofemoral joint is presented in Figure 1.

2.4. Statistical Analysis

Statistical analysis was performed with RStudio version 1.1.414 (RStudio Team, Boston, MA, USA). Normally distributed continuous variables are provided as mean ± standard deviation and non-normally distributed continuous variables as median (interquartiles). Categorical variables are provided as n (percentage). Multiple imputation (number of imputations = 25) was used for missing data (R package ‘mice’, based on classification and regression trees). Overall, 2% of the data was missing. The imputations of the missing variables were merged into a single variable by computing the mean of all imputed values (R package ‘sjmisc’). Therefore, the analysis was performed on a single dataset, which is a suitable method when the proportion of missing data is limited [23]. Ordinal logistic regression was applied (R package ‘MASS’) with the OA score for each joint as an outcome variable. Unadjusted and adjusted ordinal logistic regression was performed with age, gender, BMI, smoking status (current smoker yes or no), and group (PXE or hospital control) as dependent variables. The chi-squared score test for the proportional odds assumption was used to assess whether the main model assumption was violated or not (R package ‘VGAM’). Reported are the crude and adjusted proportional Odds Ratios (ORs) with 95% confidence intervals (CI). Sensitivity analysis was performed for the hip and the knee after excluding patients with a joint prosthesis. In joints that showed a higher prevalence of OA in the PXE group, a subgroup analysis was performed to test the association between the genotype and the prevalence of OA. The PXE group was stratified into the number of truncating variants of the ABBC6 gene: 2 truncating; 1 truncating and 1 non-truncating; 2 truncating variants. A similar ordinal logistic regression model was used to test the association between the number of truncating mutations and the prevalence of OA.

3. Results

In total, 106 patients with PXE and 87 hospital controls were included. Baseline characteristics are provided in Table 1. The median age was 56 (48–64) years in PXE patients and 55 (43–67) years in hospital controls. Almost half of the patients were male (42% of PXE patients; 46% of hospital controls) and the median BMI was 25.3 (22.7–28.2) in PXE patients and 26.0 (22.5–29.2) in hospital controls. The indication for the FDG PET-CT in the hospital controls was suspicion of infection (n = 53, 61%), malignancy (n = 33, 38%), or lymphadenopathy (n = 1, 1%). Overall, 2% of the data was missing with a maximum of 11 (12%) missing scores per variable for the ankle. The number of missings per variable is provided in Supplementary Table S1. Missing scores were caused by poor image quality or the lack of coverage of a joint in the field of view. Several patients in the control group had a joint prosthesis of the hip (five prostheses in four patients) or knee (three prostheses in two patients). We could stratify 98 patients in the PXE group based on genetic information. Five patients had two non-truncating gene variants, 32 patients had one truncating and one non-truncating variants, and 61 patients had two truncating variants of the ABCC6 gene (Supplementary Excel file). The scores for each joint are provided in Figure 2. The results of the ordinal logistic regression are shown in Table 2.
The test for the proportional odds assumption was always non-significant, and therefore, the assumptions for performing ordinal logistic regression were not violated. After adjustment, PXE patients were more likely to have a higher OA score for the AC joints (OR 2.00 (1.12–3.61)), tibiofemoral joint (OR 2.63 (1.40–5.07)), and patellofemoral joint (OR 2.22 (1.18–4.24)). Sensitivity analysis after excluding joints with a prosthesis showed the same direction and effect size. No differences were found between males and females. Compared with patients with two truncating variants, OA scores for the AC (OR 0.154 (0.033–0.712)), and patellofemoral joint (OR 0.137 (0.025–0.739)) were lower in patients with two non-truncating variants (Supplementary Table S2). Compared with patients with two truncating variants, OA scores for the tibiofemoral joint (OR 0.407 (0.208–0.797)) were lower in patients with one non-truncating variant and one truncating variant.

4. Discussion

In this case-control study, we found that patients with PXE were more likely to have osseous signs of OA in the knee and AC joints compared to hospital controls. Our clinicians noted that PXE patients complained of painful joints more often than expected. This explorative study suggests that the patients may develop OA earlier than expected. In addition, two truncating variants appeared to be associated with a higher prevalence of OA in knees and acromioclavicular joints. However, our observations require prospective validation preferable by clinical assessment and (magnetic resonance) imaging. If confirmed, further investigation into the pathogenesis and possible treatment is needed.
What could be a possible mechanism? PPi is present at both intracellular and extracellular levels. At physiological levels, PPi suppresses HA crystal formation and is a precursor of inorganic phosphate (Pi). In normal physiology, the Pi/PPi ratio is precisely balanced to prevent pathologic calcification. A disbalance in this ratio results in a calcification-promoting environment, where low PPi levels result in HA formation, whereas excess PPi results in the formation of calcium pyrophosphate dehydrate (CPPD) crystal deposition [24]. Studies in ENPP1-null mice and ank/ank mice, resulting in low PPi levels, show extensive HA crystal deposits in articular cartilage [25,26,27]. Although patients with PXE have a different mutation, namely in the ABCC6 gene, it also results in low PPi blood levels. Bisphosphonates are nonhydrolyzable PPi analogs. A recent randomized controlled trial showed that a bisphosphonate can limit the development of arterial calcification in patients with PXE [28]. Some studies suggest that bisphosphonates are effective in subgroups of patients with OA, specifically in patients with active remodeling of the subchondral bone [17,29]. Whether this effect is mediated through PPi levels or due to other factors such as the suppression of bone turnover is unclear. In future research, it should be determined whether the increased OA seen in the current study is attributable to HA crystal formation, and it needs to be confirmed that PXE patients have low PPi levels in synovial fluid.
Another hypothetical mechanism could be related to vascular disease. The incidence of arterial calcifications around knees and hips is related to the incidence of OA in the same joint, although this relationship is only described in women [30]. Previous research in the present population demonstrated that PXE patients have an increased prevalence of vascular calcifications in arm (20% vs. 3%), femoro-popliteal (74% vs. 44%), and sub-popliteal arteries (84% vs. 38%), but not in the vertebral (17% vs. 10%) and external iliac arteries (16% vs. 30%) when compared to hospital controls [21]. This would explain that the relationship between PXE and OA in the AC and knee joints but not in the hip and spine. As glenohumeral and ankle OA have a low prevalence, we had little power to detect a difference between groups in the present study. Possibly, vascular disease at a local level is pathophysiological related to OA in PXE patients. For future research, it would be interesting to study this effect using mediation analysis.
Other reasons are also possible. Calcific enthesophytes are related to tendinopathy but also seen in abundance in PXE patients [8]. Tendinopathy is associated with OA and may be an important mediator for OA in PXE patients [31]. Additionally, it has been suggested that patients with PXE have lower levels of vitamin K [32], while low vitamin K levels are also associated with an increased prevalence of OA of the hand and knee [33]. Future research should show whether arterial calcifications, enthesophytes, and low vitamin K levels are a risk factor for OA development in PXE patients.
This study has several limitations. First, due to the retrospective nature of the study, we did not have clinical data on the symptoms, such as pain and swelling. Future studies should confirm if patients with PXE have more symptomatic OA compared to controls. Second, the patients included in the current study were relatively young with a median age of 56 years, while the incidence of OA is strongly age-related. Therefore, most patients presented with a low OA score. Furthermore, the age range in the hospital control group was larger than in the PXE group, although we corrected for age in the regression analysis. Third, we used CT scans from two different vendors, but the resolution and image quality were similar. We believe this did not influence the OA scores. The disease status was not visible for the reader and PET data, and DICOM tags were not reviewed. However, as CT scanner brands differed for the PXE and control group, full prevention of observer bias was not guaranteed. Fourth, a population-based sample would be the preferable control group. However, we used hospital controls, as whole-body CTs were readily available and thus, harmful radiation for new study participants was avoided. Data on comorbidities were lacking due to limitations posed by the ethical committee to protect the privacy of the participants. Hospital controls most likely have more comorbidities compared to population-based controls [34]. As comorbidities are more frequent in people suffering from OA, our control group might have a higher prevalence of OA compared to population-based controls [35]. However, this would result in a bias toward the null hypothesis, meaning that a stronger association between PXE and OA may be observed when PXE patients are compared with population-based controls. Finally, we did not perform a sample size calculation for the main analyses, as this is a first explorative study. PXE is a rare genetic disorder with an estimated prevalence between 1:25,000 and 1:50,000. This means that there are 350 to 700 PXE patients in the Netherlands [36]. In our opinion, the inclusion and analysis of 106 PXE patients is a substantial number, given the rarity of the disease. When stratifying the PXE patients based on the number of truncating gene variants, only five patients had two non-truncating variants. Therefore, we used the group with two truncating variants as the reference group in our analysis. Differences with the group with two non-truncating variants should be interpreted with care. A larger (multicenter) study including a clinical symptoms score is deemed necessary to truly investigate the OA burden in PXE.

5. Conclusions

This study suggests that patients with PXE are more likely to have structural OA of the knee and AC joints. Several explanations for this phenomenon were discussed that may provide new insights for future research in patients with PXE and patients with OA in general.

Supplementary Materials

The following are available online at https://www.mdpi.com/2077-0383/9/12/3898/s1, Table S1: Number of patients with a missing per variable, Table S2: Results from the subgroup analysis within the PXE patients; Excel file: Genetic date of PXE patients.

Author Contributions

Conceptualization, W.P.G., P.A.d.J., W.S., J.W.B. and A.M.d.H.; methodology, W.P.G., A.M.d.H., W.F.; formal analysis, A.M.d.H. and W.P.G.; data collection, W.S., J.W.B., W.P.G., P.A.d.J. and W.F.; resources, W.S., P.A.d.J.; data curation, W.P.G.; writing—original draft preparation, A.M.d.H., W.P.G.; writing—review and editing, all authors.; visualization, A.M.d.H.; supervision, W.S., P.A.d.J., W.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the APPROACH project. APPROACH has received support from the Innovative Medicines Initiative Joint Undertaking under Grant Agreement n°115770, resources of which are composed of financial contribution from the European Union’s Seventh Framework Programme (FP7/2007-2013) and EFPIA companies’ in kind contribution. See www.imi.europa.eu.

Acknowledgments

We like to thank the entire team of the Dutch National health expertise centre for PXE, without their efforts the current research would not have been possible.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Jansen, R.S.; Duijst, S.; Mahakena, S.; Sommer, D.; Szeri, F.; Váradi, A.; Plomp, A.; Bergen, A.A.; Oude Elferink, R.P.J.; Borst, P.; et al. ABCC6-mediated ATP secretion by the liver is the main source of the mineralization inhibitor inorganic pyrophosphate in the systemic circulation-Brief report. Arter. Thromb. Vasc. Biol. 2014, 34, 1985–1989. [Google Scholar] [CrossRef] [Green Version]
  2. Mebarek, S.; Hamade, E.; Thouverey, C.; Bandorowicz-Pikula, J.; Pikula, S.; Magne, D.; Buchet, R. Ankylosing spondylitis, late osteoarthritis, vascular calcification, chondrocalcinosis and pseudo gout: Toward a possible drug therapy. Curr. Med. Chem. 2011, 18, 2196–2203. [Google Scholar] [CrossRef]
  3. Perkins, H.R.; Walker, P.G. The occurence of pyrophosphate in bone. J. Bone Jt. Surg. Br. 1958, 40, 333–339. [Google Scholar] [CrossRef] [Green Version]
  4. Nitschke, Y.; Baujat, G.; Botschen, U.; Wittkampf, T.; Du Moulin, M.; Stella, J.; Le Merrer, M.; Guest, G.; Lambot, K.; Tazarourte-Pinturier, M.F.; et al. Generalized arterial calcification of infancy and pseudoxanthoma elasticum can be caused by mutations in either ENPP1 or ABCC6. Am. J. Hum. Genet. 2012, 90, 25–39. [Google Scholar] [CrossRef] [Green Version]
  5. Ichikawa, N.; Taniguchi, A.; Kaneko, H.; Kawamoto, M.; Sekita, C.; Nakajima, A.; Yamanaka, H. Arterial calcification due to deficiency of CD73 (ACDC) as one of rheumatic diseases associated with periarticular calcification. J. Clin. Rheumatol. 2015, 21, 216–220. [Google Scholar] [CrossRef]
  6. Gutierrez, L.B.; Link, T.; Chaganti, K.; Motamedi, D. Arterial calcification due to CD73 deficiency (ACDC): Imaging manifestations of ectopic mineralization. Skelet. Radiol. 2016, 45, 1583–1587. [Google Scholar] [CrossRef]
  7. Hilaire, C.S.; Ziegler, S.G.; Markello, T.C.; Brusco, A.; Groden, C.; Gill, F.; Carlson-Donohoe, H.; Lederman, R.J.; Chen, M.Y.; Yang, D.; et al. NT5E mutations and arterial calcifications. N. Engl. J. Med. 2011, 364, 432–442. [Google Scholar] [CrossRef] [PubMed]
  8. Hoppé, E.; Etienne, M.; Legrand, E.; Rutsch, F.; Leftheriotis, G.; Martin, L. Prevalence of shoulder calcification in pseudoxanthoma elasticum patients. Jt. Bone Spine 2018, 85, 777–778. [Google Scholar] [CrossRef] [PubMed]
  9. Gold, S.C. Still’s Disease with Pseudoxanthoma Elasticum. Proc. R. Soc. Med. 1957, 50, 473. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  10. Sairanen, E.; Itkonen, A.; Kangas, S. Pseudoxanthoma elasticum (pxe) and joint manifestations. Acta Rheumatol. Scand. 1970, 16, 130–135. [Google Scholar] [CrossRef] [PubMed]
  11. Biot, J.; Desbordes, P. A A propos d’un nouveau cas d’elastorrhexie systématisée. Association avec une cervicarthrose et un syndrome de Barré Liéou [Apropos of a new case of pseudoxanthoma elasticum. Association with cervical arthritis and Barre Lieou syndrome]. Med. Trop. 1968, 28, 75–84. [Google Scholar]
  12. Van Saase, J.L.C.M.; Van Romunde, L.K.J.; Cats, A.; Vandenbroucke, J.P.; Valkenburg, H.A. Epidemiology of osteoarthritis: Zoetermeer survey. Comparison of radiological osteoarthritis in a Dutch population with that in 10 other populations. Ann. Rheum. Dis. 1989, 48, 271–280. [Google Scholar] [CrossRef] [Green Version]
  13. Bierma-Zeinstra, S.M.A.; Waarsing, J.H. The role of atherosclerosis in osteoarthritis. Best Pract. Res. Clin. Rheumatol. 2018. [Google Scholar] [CrossRef]
  14. Srikanth, V.K.; Fryer, J.L.; Zhai, G.; Winzenberg, T.M.; Hosmer, D.; Jones, G. A meta-analysis of sex differences prevalence, incidence and severity of osteoarthritis. Osteoarthr. Cartil. 2005, 13, 769–781. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Corti, M.; Rigon, C. Epidemiology of Osteoarthritis: Prevalence, Risk Factors and Functional Impact. Aging Clin. Exp. Res. 2003, 15. [Google Scholar] [CrossRef] [PubMed]
  16. Sandell, L.J. Etiology of osteoarthritis: Genetics and synovial joint development. Nat. Rev. Rheumatol. 2012, 8, 77–89. [Google Scholar] [CrossRef] [PubMed]
  17. Laslett, L.L.; Dore, D.A.; Quinn, S.J.; Boon, P.; Ryan, E.; Winzenberg, T.M.; Jones, G. Zoledronic acid reduces knee pain and bone marrow lesions over 1 year: A randomised controlled trial. Ann. Rheum. Dis. 2012, 71, 1322–1328. [Google Scholar] [CrossRef]
  18. Pelletier, J.-P.; Roubille, C.; Raynauld, J.-P.; Abram, F.; Dorais, M.; Delorme, P.; Martel-Pelletier, J. Disease-modifying effect of strontium ranelate in a subset of patients from the Phase III knee osteoarthritis study SEKOIA using quantitative MRI: Reduction in bone marrow lesions protects against cartilage loss. Ann. Rheum. Dis. 2015, 74, 422–429. [Google Scholar] [CrossRef]
  19. Plomp, A.S.; Toonstra, J.; Bergen, A.A.B.; Van Dijk, M.R.; De Jong, P.T.V.M. Proposal for updating the pseudoxanthoma elasticum classification system and a review of the clinical findings. Am. J. Med. Genet. Part A 2010, 152, 1049–1058. [Google Scholar] [CrossRef]
  20. MRC Holland: Confidence in Copy Number Determination. Available online: https://www.mrcholland.com/ (accessed on 24 November 2020).
  21. Kranenburg, G.; de Jong, P.A.; Mali, W.P.; Attrach, M.; Visseren, F.L.J.; Spiering, W. Prevalence and severity of arterial calcifications in pseudoxanthoma elasticum (PXE) compared to hospital controls. Novel insights into the vascular phenotype of PXE. Atherosclerosis 2017, 256, 7–14. [Google Scholar] [CrossRef]
  22. Gielis, W.P.; Weinans, H.; Nap, F.J.; Roewer, F.W.; Foppen, W. Scoring Osteoarthritis Reliably in Large Joints and the Spine Using Whole-Body CT: OsteoArthritis Computed Tomography-Score (OACT-Score). J. Pers. Med. 2021, 11, 5. [Google Scholar] [CrossRef]
  23. Burns, R.A.; Butterworth, P.; Kiely, K.M.; Bielak, A.A.M.; Luszcz, M.A.; Mitchell, P.; Christensen, H.; Von Sanden, C.; Anstey, K.J. Multiple imputation was an efficient method for harmonizing the Mini-Mental State Examination with missing item-level data. J. Clin. Epidemiol. 2011, 64, 787–793. [Google Scholar] [CrossRef] [PubMed]
  24. Hamilton, E.; Pattrick, M.; Doherty, M. Inorganic pyrophosphate, nucleoside triphosphate pyrophosphatase, and cartilage fragment in normul human synovial fluid. Rheumatology 1991, 30, 260–264. [Google Scholar] [CrossRef] [PubMed]
  25. Johnson, K.; Goding, J.; Van Etten, D.; Sali, A.; Hu, S.I.; Farley, D.; Krug, H.; Hessle, L.; Millán, J.L.; Terkeltaub, R. Linked Deficiencies in Extracellular PPi and Osteopontin Mediate Pathologic Calcification Associated With Defective PC-1 and ANK Expression. J. Bone Miner. Res. 2003, 18, 994–1004. [Google Scholar] [CrossRef] [PubMed]
  26. Johnson, K.; Terkeltaub, R. Inorganic pyrophosphate (PPI) in pathologic calcification of articular cartilage. Front. Biosci. 2005, 10, 988–997. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  27. Zhang, Y.; Brown, M.A.; Peach, C.; Russell, G.; Wordsworth, B.P. Investigation of the role of ENPP1 and TNAP genes in chondrocalcinosis. Rheumatology 2007, 46, 586–589. [Google Scholar] [CrossRef] [Green Version]
  28. Kranenburg, G.; de Jong, P.A.; Bartstra, J.W.; Lagerweij, S.J.; Lam, M.G.; Norel, J.O.-V.; Risseeuw, S.; van Leeuwen, R.; Imhof, S.M.; Verhaar, H.J.; et al. Etidronate for Prevention of Ectopic Mineralization in Patients With Pseudoxanthoma Elasticum. J. Am. Coll. Cardiol. 2018, 71, 1117–1126. [Google Scholar] [CrossRef]
  29. Xing, R.L.; Zhao, L.R.; Wang, P.M. Bisphosphonates therapy for osteoarthritis: A meta-analysis of randomized controlled trials. Springerplus 2016, 5, 1–8. [Google Scholar] [CrossRef] [Green Version]
  30. Gielis, W.P.; Welsing, P.M.J.; van Spil, W.E.; Runhaar, J.; Weinans, H.; de Jong, P.A. A sex-specific association between incident radiographic osteoarthritis of hip or knee and incident peripheral arterial calcifications: 8-year prospective data from Cohort Hip and Cohort Knee (CHECK). Osteoarthr. Cartil. 2017. [Google Scholar] [CrossRef] [Green Version]
  31. Meknas, K.; Johansen, O.; Steigen, S.E.; Olsen, R.; Jørgensen, L.; Kartus, J. Could tendinosis be involved in osteoarthritis? Scand. J. Med. Sci. Sports 2012, 22, 627–634. [Google Scholar] [CrossRef]
  32. Vanakker, O.M.; Martin, L.; Schurgers, L.J.; Quaglino, D.; Costrop, L.; Vermeer, C.; Pasquali-Ronchetti, I.; Coucke, P.J.; De Paepe, A. Low serum vitamin K in PXE results in defective carboxylation of mineralization inhibitors similar to the GGCX mutations in the PXE-like syndrome. Lab. Investig. 2010, 90, 895–905. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Neogi, T.; Booth, S.L.; Zhang, Y.Q.; Jacques, P.F.; Terkeltaub, R.; Aliabadi, P.; Felson, D.T. Low vitamin K status is associated with osteoarthritis in the hand and knee. Arthritis Rheum. 2006, 54, 1255–1261. [Google Scholar] [CrossRef] [PubMed]
  34. Neupane, B.; Walter, S.D.; Krueger, P.; Loeb, M. Community controls were preferred to hospital controls in a case-control study where the cases are derived from the hospital. J. Clin. Epidemiol. 2010, 63, 926–931. [Google Scholar] [CrossRef] [PubMed]
  35. Suri, P.; Morgenroth, D.C.; Hunter, D.J. Epidemiology of Osteoarthritis and Associated Comorbidities. PM R 2012, 4, S10–S19. [Google Scholar] [CrossRef]
  36. Kranenburg, G.; Baas, A.F.; de Jong, P.A.; Asselbergs, F.W.; Visseren, F.L.J.; Spiering, W. The prevalence of pseudoxanthoma elasticum: Revised estimations based on geotyping in a high vascular risk cohort. Eur. J. Med. Genet. 2019, 62, 90–92. [Google Scholar] [CrossRef]
Figure 1. Examples of the different scores of osteoarthritis for the tibiofemoral joint. Sag (Sagittal), Cor (Coronal).
Figure 1. Examples of the different scores of osteoarthritis for the tibiofemoral joint. Sag (Sagittal), Cor (Coronal).
Jcm 09 03898 g001
Figure 2. Frequencies of osteoarthritis scores for each joint for the pseudoxanthoma elasticum (PXE) and controls. AC: acromioclavicular; GH: glenohumeral.
Figure 2. Frequencies of osteoarthritis scores for each joint for the pseudoxanthoma elasticum (PXE) and controls. AC: acromioclavicular; GH: glenohumeral.
Jcm 09 03898 g002
Table 1. Baseline characteristics.
Table 1. Baseline characteristics.
Control GroupPXE Group
n = 87n = 106
Age (years)55 (43–67)56 (48–64)
Gender (male)40 (46%)44 (42%)
BMI (kg/m2) *26.0 (22.5–29.2)25.3 (22.7–28.2)
Current smoking **16 (20%)17 (16%)
Joint prosthesis hip4 (5%)0 (0%)
Joint prosthesis knee2 (2%)0 (0%)
Data are provided as median (interquartiles) and n (%). BMI = body mass index. * missing in seven patients, ** missing in nine patients.
Table 2. Results of ordinal logistic regression analysis with each joint as outcome variable.
Table 2. Results of ordinal logistic regression analysis with each joint as outcome variable.
Crude OR
(95% CI)
p-ValueAdjusted OR
(95% CI)
p-Value
AC score1.69 (0.99–2.90)0.0542.00 (1.12–3.61)0.020
GH score0.83 (0.41–1.70)0.6061.19 (0.49–2.54)0.822
Intervertebral disc score1.34 (0.80–2.26)0.2651.61 (0.91–2.87)0.102
Facet joint score1.08 (0.65–1.83)0.7821.31 (0.73–2.38)0.369
Hip score0.51 (0.26–1.00)0.0500.56 (0.27–1.15)0.117
Tibiofemoral score1.83 (1.06–3.22)0.0332.63 (1.40–5.07)0.003
Patellofemoral score1.70 (0.97–3.02)0.0662.22 (1.18–4.24)0.014
Ankle score0.68 (0.34–1.35)0.2670.78 (0.37–1.66)0.522
Crude analysis and analysis adjusted for age, gender, BMI, and smoking status (current smoker yes or no) were performed. Provided are the results for the group as Odds Ratio (OR) with 95% confidence interval (CI). The hospital controls were used as a reference; therefore, an OR > 1 implies that PXE patients have a higher OA score compared to hospital controls. Patients with a joint prosthesis received the highest score possible. AC, Acromioclavicular; GH, Glenohumeral; OR, Odds Ratio; CI, Confidence Interval.
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Gielis, W.P.; de Jong, P.A.; Bartstra, J.W.; Foppen, W.; Spiering, W.; den Harder, A.M. Osteoarthritis in Pseudoxanthoma Elasticum Patients: An Explorative Imaging Study. J. Clin. Med. 2020, 9, 3898. https://doi.org/10.3390/jcm9123898

AMA Style

Gielis WP, de Jong PA, Bartstra JW, Foppen W, Spiering W, den Harder AM. Osteoarthritis in Pseudoxanthoma Elasticum Patients: An Explorative Imaging Study. Journal of Clinical Medicine. 2020; 9(12):3898. https://doi.org/10.3390/jcm9123898

Chicago/Turabian Style

Gielis, Willem Paul, Pim A. de Jong, Jonas W. Bartstra, Wouter Foppen, Wilko Spiering, and Annemarie M. den Harder. 2020. "Osteoarthritis in Pseudoxanthoma Elasticum Patients: An Explorative Imaging Study" Journal of Clinical Medicine 9, no. 12: 3898. https://doi.org/10.3390/jcm9123898

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop