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Research Article| Volume 26, ISSUE 8, P1078-1086, August 2018

Inflammatory and oxidative stress biomarkers in alkaptonuria: data from the DevelopAKUre project

Open ArchivePublished:May 28, 2018DOI:https://doi.org/10.1016/j.joca.2018.05.017

      Summary

      Objective

      The aim of this work was to assess baseline serum levels of established biomarkers related to inflammation and oxidative stress in samples from alkaptonuric subjects enrolled in SONIA1 (n = 40) and SONIA2 (n = 138) clinical trials (DevelopAKUre project).

      Methods

      Baseline serum levels of Serum Amyloid A (SAA), IL-6, IL-1β, TNFα, CRP, cathepsin D (CATD), IL-1ra, and MMP-3 were determined through commercial ELISA assays. Chitotriosidase activity was assessed through a fluorimetric method. Advanced Oxidation Protein Products (AOPP) were determined by spectrophotometry. Thiols, S-thiolated proteins and Protein Thiolation Index (PTI) were determined by spectrophotometry and HPLC. Patients' quality of life was assessed through validated questionnaires.

      Results

      We found that SAA serum levels were significantly increased compared to reference threshold in 57.5% and 86% of SONIA1 and SONIA2 samples, respectively. Similarly, chitotriosidase activity was above the reference threshold in half of SONIA2 samples, whereas CRP levels were increased only in a minority of samples. CATD, IL-1β, IL-6, TNFα, MMP-3, AOPP, thiols, S-thiolated protein and PTI showed no statistically significant differences from control population. We provided evidence that alkaptonuric patients presenting with significantly higher SAA, chitotriosidase activity and PTI reported more often a decreased quality of life. This suggests that worsening of symptoms in alkaptonuria (AKU) is paralleled by increased inflammation and oxidative stress, which might play a role in disease progression.

      Conclusions

      Monitoring of SAA may be suggested in AKU to evaluate inflammation. Though further evidence is needed, SAA, chitotriosidase activity and PTI might be proposed as disease activity markers in AKU.

      Keywords

      Introduction

      Alkaptonuria (AKU) is a rare autosomal recessive metabolic disorder (MIM 203500) causing an early onset, chronically debilitating spondylo-arthropathy due to high circulating homogentisic acid (HGA, 2,5-dihydroxyphenylacetic acid)
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      Natural history of alkaptonuria.
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      • et al.
      The molecular basis of alkaptonuria.
      . Excess HGA is partly eliminated in the urine, partly contributes to the production of an ochronotic pigment deposited in cartilaginous tissues, which leads to a range of clinical manifestations. AKU causes considerable morbidity in adulthood, and cases of acute fatal metabolic complications (oxidative haemolysis and/or methaemoglobinaemia) were reported
      • Davison A.S.
      • Milan A.M.
      • Gallagher J.A.
      • Ranganath L.R.
      Acute fatal metabolic complications in alkaptonuria.
      . So far, no correlation between genotype and HGA circulating levels has been reported
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      • Suwannarat P.
      • Bernardini I.
      • Fischer R.
      • et al.
      Mutation spectrum of homogentisic acid oxidase (HGD) in alkaptonuria.
      .
      AKU still lacks appropriate biomarkers to monitor severity and progression excepting for an AKU Severity Score Index (AKUSSI)
      • Cox T.F.
      • Ranganath L.
      A quantitative assessment of alkaptonuria: testing the reliability of two disease severity scoring systems.
      . The use of nitisinone (NTBC) was suggested to lower circulating HGA levels, and clinical trials were undertaken in Europe (DevelopAKUre – Clinical Development of Nitisinone for Alkaptonuria)
      • Ranganath L.R.
      • Milan A.M.
      • Hughes A.T.
      • Dutton J.J.
      • Fitzgerald R.
      • Briggs M.C.
      • et al.
      Suitability of Nitisinone in Alkaptonuria 1 (SONIA 1): an international, multicentre, randomised, open-label, no-treatment controlled, parallel-group, dose-response study to investigate the effect of once daily nitisinone on 24-h urinary homogentisic acid excretion in patients with alkaptonuria after 4 weeks of treatment.
      . Recent evidence pointed out also that AKU is a multisystem disease involving amyloid A (AA) amyloidosis due to high circulating Serum Amyloid A (SAA) promoting inflammation, oxidative stress and amyloidosis
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      Oxidative stress and mechanisms of ochronosis in alkaptonuria.
      . The presence of SAA and Serum Amyloid P (SAP) in in vitro and ex vivo AKU models highlighted the amyloid nature of ochronotic pigment
      • Millucci L.
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      • et al.
      Amyloidosis in alkaptonuria.
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      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
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      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      . So far, AA amyloid has been reported in AKU in several tissues (cartilage
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
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      • Viti C.
      • Ghezzi L.
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      • et al.
      Chondroptosis in alkaptonuric cartilage.
      • Millucci L.
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      • Perfetto F.
      • et al.
      Diagnosis of secondary amyloidosis in alkaptonuria.
      ; synovia
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      • Millucci L.
      • Ghezzi L.
      • Bernardini G.
      • Braconi D.
      • Lupetti P.
      • Perfetto F.
      • et al.
      Diagnosis of secondary amyloidosis in alkaptonuria.
      ; cardiac valve
      • Millucci L.
      • Ghezzi L.
      • Paccagnini E.
      • Giorgetti G.
      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
      • Millucci L.
      • Ghezzi L.
      • Braconi D.
      • Laschi M.
      • Geminiani M.
      • Amato L.
      • et al.
      Secondary amyloidosis in an alkaptonuric aortic valve.
      ; salivary gland
      • Millucci L.
      • Ghezzi L.
      • Bernardini G.
      • Braconi D.
      • Lupetti P.
      • Perfetto F.
      • et al.
      Diagnosis of secondary amyloidosis in alkaptonuria.
      ) and high circulating levels of SAA have been found in a small cohort of Italian AKU patients
      • Millucci L.
      • Braconi D.
      • Bernardini G.
      • Lupetti P.
      • Rovensky J.
      • Ranganath L.
      • et al.
      Amyloidosis in alkaptonuria.
      • Millucci L.
      • Ghezzi L.
      • Paccagnini E.
      • Giorgetti G.
      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      . Furthermore, HGA-induced oxidative stress was highlighted in AKU
      • Millucci L.
      • Braconi D.
      • Bernardini G.
      • Lupetti P.
      • Rovensky J.
      • Ranganath L.
      • et al.
      Amyloidosis in alkaptonuria.
      • Braconi D.
      • Millucci L.
      • Bernardini G.
      • Santucci A.
      Oxidative stress and mechanisms of ochronosis in alkaptonuria.
      • Millucci L.
      • Ghezzi L.
      • Paccagnini E.
      • Giorgetti G.
      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      • Braconi D.
      • Bernardini G.
      • Bianchini C.
      • Laschi M.
      • Millucci L.
      • Amato L.
      • et al.
      Biochemical and proteomic characterization of alkaptonuric chondrocytes.
      • Giustarini D.
      • Dalle-Donne I.
      • Lorenzini S.
      • Selvi E.
      • Colombo G.
      • Milzani A.
      • et al.
      Protein thiolation index (PTI) as a biomarker of oxidative stress.
      • Braconi D.
      • Bianchini C.
      • Bernardini G.
      • Laschi M.
      • Millucci L.
      • Spreafico A.
      • et al.
      Redox-proteomics of the effects of homogentisic acid in an in vitro human serum model of alkaptonuric ochronosis.
      • Braconi D.
      • Laschi M.
      • Taylor A.M.
      • Bernardini G.
      • Spreafico A.
      • Tinti L.
      • et al.
      Proteomic and redox-proteomic evaluation of homogentisic acid and ascorbic acid effects on human articular chondrocytes.
      • Braconi D.
      • Laschi M.
      • Amato L.
      • Bernardini G.
      • Millucci L.
      • Marcolongo R.
      • et al.
      Evaluation of anti-oxidant treatments in an in vitro model of alkaptonuric ochronosis.
      • Tinti L.
      • Spreafico A.
      • Braconi D.
      • Millucci L.
      • Bernardini G.
      • Chellini F.
      • et al.
      Evaluation of antioxidant drugs for the treatment of ochronotic alkaptonuria in an in vitro human cell model.
      .
      In this framework, we undertook the present work to monitor the presence of established biomarkers related to inflammation and oxidative stress in serum of AKU subjects who were/are enrolled in DevelopAKUre clinical trials.

      Material and methods

      Samples

      This study was carried out within the DevelopAKUre project
      • Ranganath L.R.
      • Milan A.M.
      • Hughes A.T.
      • Dutton J.J.
      • Fitzgerald R.
      • Briggs M.C.
      • et al.
      Suitability of Nitisinone in Alkaptonuria 1 (SONIA 1): an international, multicentre, randomised, open-label, no-treatment controlled, parallel-group, dose-response study to investigate the effect of once daily nitisinone on 24-h urinary homogentisic acid excretion in patients with alkaptonuria after 4 weeks of treatment.
      for SONIA1 (Suitability of Nitisinone in Alkaptonuria 1), and SONIA2 (Suitability of Nitisinone in Alkaptonuria 2) clinical studies. In SONIA1, samples were collected from 40 AKU subjects at the investigative sites of Liverpool (UK) and Piešťany (SK). In SONIA2, samples were collected from 138 AKU subjects at the investigative sites of Liverpool (UK), Piešťany (SK) and Paris (F). Serum samples were collected under fasting conditions at baseline (i.e., when patients first entered the study before randomisation). Details on inclusion/exclusion criteria can be found in Ranganath et al.
      • Ranganath L.R.
      • Milan A.M.
      • Hughes A.T.
      • Dutton J.J.
      • Fitzgerald R.
      • Briggs M.C.
      • et al.
      Suitability of Nitisinone in Alkaptonuria 1 (SONIA 1): an international, multicentre, randomised, open-label, no-treatment controlled, parallel-group, dose-response study to investigate the effect of once daily nitisinone on 24-h urinary homogentisic acid excretion in patients with alkaptonuria after 4 weeks of treatment.
      The same procedures were in place at each clinical site involved in SONIA1 and SONIA2 for blood collection, serum preparation, sample storage and shipment; these procedures were planned and monitored by the Contract Research Organization PSR Group (Amsterdam, the Netherlands). All the serum samples were kept at −80°C before analysis.
      Since control populations were not planned for SONIA1 and SONIA2 studies, serum samples from age-matched healthy volunteers (with no concomitant known oxidative stress/inflammatory conditions) were collected at Siena University Hospital (n = 12 for SONIA1; n = 26 for SONIA2). All the available demographic information for both AKU and control subjects is reported in Tables 1S and 2S.
      The studies were conducted following the approval of local Ethics Committee. All procedures were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2008. Written informed consent was obtained from all patients before any study procedures at each clinical site
      • Ranganath L.R.
      • Milan A.M.
      • Hughes A.T.
      • Dutton J.J.
      • Fitzgerald R.
      • Briggs M.C.
      • et al.
      Suitability of Nitisinone in Alkaptonuria 1 (SONIA 1): an international, multicentre, randomised, open-label, no-treatment controlled, parallel-group, dose-response study to investigate the effect of once daily nitisinone on 24-h urinary homogentisic acid excretion in patients with alkaptonuria after 4 weeks of treatment.
      • Olsson B.
      • Cox T.F.
      • Psarelli E.E.
      • Szamosi J.
      • Hughes A.T.
      • Milan A.M.
      • et al.
      Relationship between serum concentrations of nitisinone and its effect on homogentisic acid and tyrosine in patients with alkaptonuria.
      .

      ELISA

      Assays for pro-inflammatory markers were carried out by means of commercial ELISA kits according to manufacturer's instruction, as follows: SAA (KHA0012), IL-1β (KHC0011), IL-6 (KHC0062); TNFα (KHC3013), CRP (KHA0031), metalloproteinase 3 (MMP-3) (KAC1541) (all from Invitrogen-Life Technologies), cathepsin D (CATD) (ab119586, abcam), IL-1ra (KAC1181, BioSource Europe). Plates were read on a VersaMax microplate reader (Molecular Devices) using Ascent software (Thermo Scientific). Quantification of analytes was obtained against polynomial standard curves generated with appropriate standards.

      Laboratory tests

      Cholesterol and triglycerides were determined through an enzymatic colorimetric method, and high density lipoprotein (HDL)-cholesterol and low density lipoprotein (LDL)-cholesterol were determined through a homogeneous enzymatic colorimetric method on a Cobas® 6000, Roche/Hitachi cobas c system. Serum HGA levels were previously determined in Ranganath et al.
      • Ranganath L.R.
      • Milan A.M.
      • Hughes A.T.
      • Dutton J.J.
      • Fitzgerald R.
      • Briggs M.C.
      • et al.
      Suitability of Nitisinone in Alkaptonuria 1 (SONIA 1): an international, multicentre, randomised, open-label, no-treatment controlled, parallel-group, dose-response study to investigate the effect of once daily nitisinone on 24-h urinary homogentisic acid excretion in patients with alkaptonuria after 4 weeks of treatment.
      and Olsson et al.
      • Olsson B.
      • Cox T.F.
      • Psarelli E.E.
      • Szamosi J.
      • Hughes A.T.
      • Milan A.M.
      • et al.
      Relationship between serum concentrations of nitisinone and its effect on homogentisic acid and tyrosine in patients with alkaptonuria.

      Serum chitotriosidase activity assay

      Chitotriosidase activity was determined according to Guo et al.
      • Guo Y.
      • He W.
      • Boer A.M.
      • Wevers R.A.
      • de Bruijn A.M.
      • Groener J.E.
      • et al.
      Elevated plasma chitotriosidase activity in various lysosomal storage disorders.
       Briefly, 2.5 μL of serum were incubated with 50 μL of 22 μM 4-methylumbelliferyl-l-β-D-N,N′,N″-triacetylchitotriose (Sigma) in McIlvaine phosphate-citrate buffer (pH 5.2) for 1 h at 37°C. Reactions were terminated by adding 1.4 mL of 0.2 M glycine buffer (pH 10.8); fluorescence of 4-methylumbelliferone was read in a fluorimeter (Perkin Elmer; excitation 365 nm, emission 435 nm).

      Advanced Oxidation Protein Products (AOPP)

      AOPP were measured according to Witko-Sarsat et al.
      • Witko-Sarsat V.
      • Friedlander M.
      • Capeillère-Blandin C.
      • Nguyen-Khoa T.
      • Nguyen A.T.
      • Zingraff J.
      • et al.
      Advanced oxidation protein products as a novel marker of oxidative stress in uremia.
      Serum samples were diluted 1:10 or 1:20 in PBS and 200 μL applied to a 96-well microplate. Standards of chloramine T (200 μL; 0–100 μM) were added to the plate. KI (1.16 M, 10 μL) was added to all wells, followed 2 min later by bolus addition of 20 μL glacial acetic acid. The optical density was then read immediately at 340 nm on a microplate reader (VersaMax, Molecular Devices) using Softmax Pro software (Molecular Devices).

      Thiols, S-thiolated proteins and Protein Thiolation Index (PTI)

      Quantitative determination of free thiols and S-thiolated proteins was carried out according to Giustarini et al.
      • Giustarini D.
      • Dalle-Donne I.
      • Lorenzini S.
      • Milzani A.
      • Rossi R.
      Age-related influence on thiol, disulfide, and protein-mixed disulfide levels in human plasma.
      Briefly, one aliquot of serum (0.03 mL) was used to measure thiol levels by colorimetric reaction with 5,5′-dithiobis-(2-nitrobenzoic acid) (DTNB) by spectrophotometer
      • Ellman G.
      • Lysko H.
      A precise method for the determination of whole blood and plasma sulfhydryl groups.
      . One additional aliquot of serum (0.1 mL) was treated with 0.1 mL of 2 mM N-ethylmaleimide (NEM) for 2 min and then deproteinized by addition of 18 μL of 60% (w/v) trichloroacetic acid (TCA). This second aliquot of serum was used to measure the level of S-thiolated proteins by HPLC. The protein pellets were treated with dithiothreitol (DTT) and the released protein-bound thiols were detected after their labelling with monobromobimane (mBrB)
      • Giustarini D.
      • Dalle-Donne I.
      • Milzani A.
      • Rossi R.
      Low molecular mass thiols, disulfides and protein mixed disulfides in rat tissues: influence of sample manipulation, oxidative stress and ageing.
      . HPLC separation was performed on a C18 column (Zorbax Eclipse XDB-C18, 4.6 mm 150 mm, 5 mm, Agilent Technologies). Measurements were carried out with an Agilent series 1100 HPLC.
      PTI was calculated as the molar ratio between total S-thiolated proteins (RSSP, where RS is cysteine, cysteinylglycine, homocysteine, γ-glutamylcysteine and glutathione) and the concentration of free, DTNB-titrable protein thiol groups
      • Giustarini D.
      • Dalle-Donne I.
      • Lorenzini S.
      • Selvi E.
      • Colombo G.
      • Milzani A.
      • et al.
      Protein thiolation index (PTI) as a biomarker of oxidative stress.
      .

      Patients' health questionnaires

      In SONIA2, quality of life of AKU patients was assessed through the following validated questionnaires:
      • Knee injury and Osteoarthritis Outcome Score (KOOS), evaluating both short- and long-term consequences of knee injury. It holds 42 items in five separately scored subscales [pain, other symptoms, function in daily living, function in sport and recreation, and knee-related quality of life (QoL)]. Scores are normalized to a “0–100” scale, with “0” representing extreme knee problems and “100” representing no knee problems.
      • Health Assessment Questionnaire (HAQ), including a disability index (haqDI) and a global pain visual analog scale (hapVAS). Eight categories are assessed: dressing and grooming, arising, eating, walking, hygiene, reach, grip, common daily activities. Results are scored from 0 (no difficulties) to 3 (unable to do).
      • Short Form-36 (SF-36), a multi-purpose short-form with 36 questions addressing both physical and mental status that measures patients' quality of life across eight domains: vitality, physical functioning, bodily pain, general health perception, physical role functioning, social functioning, emotional role functioning, mental health. A score of “0” indicates maximum disability, while a score of “100” indicates no disability.
      • AKUSSI, which incorporates multiple, clinically meaningful AKU outcomes combined with medical photography imaging investigations, and detailed questionnaires into a single score
        • Cox T.F.
        • Ranganath L.
        A quantitative assessment of alkaptonuria: testing the reliability of two disease severity scoring systems.
        . In this work, we limited to non-spine rheumatology (pain in 14 joints) and spine rheumatology (pain in four clinical spine regions) scores, expressed as percentages.
      These scores were used to undertake correlation analyses with the measured markers, as detailed below.

      Statistical analysis

      Results were processed through Excel and GraphPad 6.0. Normal distribution was analysed with D'Agostino-Pearson or Shapiro Wilk test depending on sample size, and descriptive statistics was obtained for each analysed dataset.
      When reference thresholds were available (SAA, CRP, AOPP, and chitotriosidase), the number and percentage of values above references were obtained. For IL-1β, IL-6, TNFα, MMP-3, CATD, protein thiols, S-thiolated proteins and PTI, comparisons were made between AKU and controls. For statistical comparisons, non-normally distributed data were previously log-transformed. Then unpaired t-test or ordinary one-way ANOVA followed by Tukey's multiple comparison test were carried out as appropriate. Statistically significant differences between groups were reported as difference between means and 95% confidence intervals of difference. Spearman's rank correlation analysis was also run on non-normally distributed data to investigate possible correlations between the tested markers and AKU patients' data [age, body mass index (BMI), haematological parameters and output of health questionnaires].

      Results

      The overall aim of this work was to assess baseline levels of established biomarkers related to inflammation and oxidative stress in serum from alkaptonuric patients who were/are enrolled in DevelopAKUre clinical trials. The tested biomarkers included well-known mediators of inflammatory responses (IL-6, IL-1β, TNFα and CRP) and SAA, which play a role in inflammation, oxidative stress, and AA amyloidosis. Serum levels of the following biomarkers were also tested: CATD, a lysosomal aspartic protease taking part in intracellular digestion of proteoglycan in the initial stages of osteoarticular inflammation
      • Ruiz-Romero C.
      • Lopez-Armada M.J.
      • Blanco F.J.
      Proteomic characterization of human normal articular chondrocytes: a novel tool for the study of osteoarthritis and other rheumatic diseases.
      and involved in degradation of SAA, preventing amyloid deposition
      • van der Hilst J.C.
      Recent insights into the pathogenesis of type AA amyloidosis.
      ; IL-1 receptor antagonist (IL-1ra), which is specific for preventing the activity of IL-1α and IL-1β by competing with them for binding to the ligand-binding chain, termed type I (IL-1RI); MMP-3, which is involved in extracellular matrix remodelling and whose serum levels are increased in inflammatory rheumatic diseases
      • Ribbens C.
      • Martin y Porras M.
      • Franchimont N.
      • Kaiser M.J.
      • Jaspar J.M.
      • Damas P.
      • et al.
      Increased matrix metalloproteinase-3 serum levels in rheumatic diseases: relationship with synovitis and steroid treatment.
      .
      AOPP were tested as oxidative stress and potential inflammatory mediators, as they are found in several human diseases where these events are involved, such as chronic renal failure and
      • Witko-Sarsat V.
      • Friedlander M.
      • Capeillère-Blandin C.
      • Nguyen-Khoa T.
      • Nguyen A.T.
      • Zingraff J.
      • et al.
      Advanced oxidation protein products as a novel marker of oxidative stress in uremia.
      • Witko-Sarsat V.
      • Friedlander M.
      • Khoa T.N.
      • Capeillère-Blandin C.
      • Nguyen A.T.
      • Canteloup S.
      • et al.
      Advanced oxidation protein products as novel mediators of inflammation and monocyte activation in chronic renal failure.
      , diabetes mellitus
      • Kalousova M.
      • Zima T.
      • Tesar V.
      • Dusilova-Sulkova S.
      • Skrha J.
      Advanced glycoxidation end products in chronic diseases-clinical chemistry and genetic background.
      , obesity and insulin resistance
      • Atabek M.E.
      • Keskin M.
      • Yazici C.
      • Kendirci M.
      • Hatipoglu N.
      • Koklu E.
      • et al.
      Protein oxidation in obesity and insulin resistance.
      and their pro-inflammatory activity was demonstrated
      • Shi X.Y.
      • Hou F.F.
      • Niu H.X.
      • Wang G.B.
      • Xie D.
      • Guo Z.J.
      • et al.
      Advanced oxidation protein products promote inflammation in diabetic kidney through activation of renal nicotinamide adenine dinucleotide phosphate oxidase.
      . Free serum protein thiols (PSH), S-thiolated proteins, and PTI were measured to assess oxidative stress.

      SONIA1

      The majority of AKU patients (23/40; 57.5%) enrolled in SONIA1 presented with SAA levels above the reference threshold of 10 mg/L
      • Lachmann H.J.
      • Goodman H.J.B.
      • Gilbertson J.A.
      • Gallimore J.R.
      • Sabin C.A.
      • Gillmore J.D.
      • et al.
      Natural history and outcome in systemic AA amyloidosis.
      ; conversely, only a minority (7/40; 17.5%) had CRP levels above the reference threshold of 5 mg/L. For those inflammatory markers with no established reference thresholds, values were compared between AKU and a control healthy population. Such an analysis revealed no statistically significant differences excepting for IL-1ra, slightly lower in AKU (Table I). Routinely assessed haematological parameters such as: glucose, cystatin C, alkaline phosphatase (data not shown), cholesterol, triglycerides and LDL-cholesterol were generally in range, whereas HDL-cholesterol scored below the reference range in several AKU subjects (96% males, 77% females) (Table 3S).
      Table ISONIA1 inflammatory markers: descriptive statistics and comparisons between AKU and controls
      SONIA1AKUCTRDifference between means [95% CI interval of difference]
      Calculated by unpaired t-test on log-transformed values; significant values in bold.
      SAA (mg/L)ndna
       min–max1.470–204.9
       mean ± stdev34.66 ± 47.42
       25–75% percentile4.834–47.57
       median13.95
      CATD (ng/mL)
       min–max18.76–185.236.35–56.72−0.03234
       mean ± stdev59.01 ± 35.9546.68 ± 5.881[−0.1825, 0.1178]
       25–75% percentile28.72–82.2641.77–51.03
       median53.3447.11
      IL-1ra (ng/mL)
       min–max44.38–555.060.50–109.6−0.1817
       mean ± stdev146.4 ± 115.281.30 ± 19.35[−0.3326, −0.03081]
       25–75% percentile84.87–163.762.12–103.5
       median115.877.80
      IL-1β (pg/mL)
       min–max1.344–3.5221.470–1.8570.03903
       mean ± stdev1.674 ± 0.50971.774 ± 0.1014[−0.02309, 0.1011]
       25–75% percentile1.409–1.6371.774–1.829
       median1.4521.788
      IL-6 (pg/mL)
       min–max3.780–7.8374.699–5.1500.03888
       mean ± stdev4.604 ± 0.90794.957 ± 0.1338[−0.005340, 0.08309]
       25–75% percentile4.000–4.9484.885–5.045
       median4.2114.993
      TNFα (pg/mL)
       min–max2.965–6.4891.602–8.800−0.04046
       mean ± stdev4.874 ± 0.96375.120 ± 2.650[−0.1411, 0.06020]
       25–75% percentile3.983–5.5152.187–7.552
       median4.9515.117
      CRP (mg/L)
       min–max0.1170–20.83ndna
       mean ± stdev2.531 ± 3.674
       25–75% percentile0.5053–2.852
       median1.479
      MMP-3 (ng/mL)
       min–max4.979–24.604.803–21.010.08460
       mean ± stdev11.29 ± 5.65413.15 ± 4.843[−0.04823, 0.2174]
       25–75% percentile6.746–14.739.450–17.98
       median8.74512.05
      Abbreviations: na: not applicable; nd: not determined (in these cases, values were stratified according to the indicated pathological thresholds).
      Calculated by unpaired t-test on log-transformed values; significant values in bold.
      The possible dependence of the tested inflammatory biomarkers from age, BMI, smoking and drinking habits, gender and clinical site was evaluated. No statistically significant differences according to gender or cigarette smoking habits could be highlighted (data not shown). Conversely, we found that CATD serum levels were significantly increased in subjects drinking alcohol (Fig. 1) and that IL-1ra, TNFα and CRP serum levels were significantly higher in overweight/obese subjects (Fig. 1). Interestingly, CATD, IL-1β and MMP-3 showed also significantly different levels according to the clinical site (Fig. 1), like found previously in the same AKU population for extracellular matrix remodelling biomarkers
      • Genovese F.
      • Siebuhr A.S.
      • Musa K.
      • Gallagher J.A.
      • Milan A.M.
      • Karsdal M.A.
      • et al.
      Investigating the robustness and diagnostic potential of extracellular matrix remodelling biomarkers in alkaptonuria.
      . Concomitant medications were not found to alter significantly the levels of the tested markers (data not shown). A positive and significant correlation was found for SAA and CRP, and several inflammatory biomarkers were positively correlated to BMI (SAA, IL-6, IL-1ra, TNFα and CRP) (Table 4S). Conversely, none of the tested biomarkers was statistically correlated to serum HGA levels (Table 4S).
      Fig. 1
      Fig. 1Inflammatory markers tested in AKU subjects enrolled in SONIA1. Unpaired t-test (for alcohol drinking habits and clinical site) or one-way ANOVA with Tukey's multiple comparisons test (for BMI) were carried out on log-transformed values. Graphs report mean values ± stdev; tables include differences between means and 95% confidence intervals of differences (within square brackets). Statistically significant differences are highlighted in bold and indicated in graphs for BMI classification as follows: a) compared to normal subjects; b) compared to overweight subjects. Abbreviations: N (normal); OW (overweight); O (obese).

      SONIA2

      On the basis of SONIA1 results, SAA was the only marker among those tested in SONIA1 that was measured also in SONIA2. Chitotriosidase activity was included in this set of analysis as an additional marker of inflammation
      • Cho S.J.
      • Weiden M.D.
      • Lee C.G.
      Chitotriosidase in the pathogenesis of inflammation, interstitial lung diseases and COPD.
      . Moreover, since increased AOPP
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      and PTI
      • Giustarini D.
      • Dalle-Donne I.
      • Lorenzini S.
      • Selvi E.
      • Colombo G.
      • Milzani A.
      • et al.
      Protein thiolation index (PTI) as a biomarker of oxidative stress.
      were reported previously in smaller cohorts of AKU patients, AOPP, thiols, S-thiolated proteins and PTI were investigated in SONIA2 as well.
      Descriptive statistics of AOPP, SAA and chitotriosidase activity is reported in Fig. 2. Interestingly, only six out of the 138 analysed samples (4%) showed AOPP levels above the reference value (set at 30 μmol/dL). Conversely, SAA serum levels ranged between 3 and 10 mg/L in 18 subjects (13%) and were above the threshold of 10 mg/L
      • Lachmann H.J.
      • Goodman H.J.B.
      • Gilbertson J.A.
      • Gallimore J.R.
      • Sabin C.A.
      • Gillmore J.D.
      • et al.
      Natural history and outcome in systemic AA amyloidosis.
      in 119 out of the 138 analysed samples (86%). Chitotriosidase activity was above the reference value (set at 51 nmoL/mL/h) in 72 out of the 138 tested samples (52%) (Fig. 2). As for serum thiols, S-thiolated proteins and PTI, values in AKU were generally comparable to those of the control healthy population (Fig. 1S). Chitotriosidase and SAA showed also statistically significant differences according to age and BMI, respectively (Fig. 3 and Fig. 2S). Concomitant medications were not found to alter significantly the levels of the tested markers (data not shown).
      Fig. 2
      Fig. 2Inflammatory and oxidative stress markers tested in AKU subjects enrolled in SONIA2. AOPP (μM chloramine T equivalents), SAA (mg/L), and chitotriosidase activity (nmoL/mL/h) values are reported in graphs. Grey lines indicate mean values ± stdev; red lines indicate reference limits (300 μM for AOPP, 10 mg/L for SAA and 51 nmoL/mL/h for chitotriosidase activity). Descriptive statistics summarised in the Table.
      Fig. 3
      Fig. 3Variations in the levels of inflammatory and oxidative stress markers tested in AKU subjects enrolled in SONIA2 according to age group (upper panels) or BMI classification (lower panels). Ordinary one-way ANOVA and Tukey's multiple comparisons test were carried out. Statistically significant differences are indicated with letters as follows: a) compared to ≥30 y; b) compared to 31–40 y; c) compared to 41–50 y; d) compared to 51–60 y; f) compared to normal subjects. Differences between means and 95% confidence intervals of differences are reported in . Abbreviations: U (underweight); N (normal); OW (overweight); O (obese); PTI: Protein Thiolation Index.
      No statistically significant differences were found between male and female AKU subjects for all the markers tested in SONIA2 (data not shown). However, chitotriosidase activity and PTI (but not AOPP nor SAA) were found at statistically higher levels in older AKU subjects; furthermore, SAA levels were significantly higher in AKU obese subjects compared to those with a normal BMI (Fig. 3). Significant and positive correlations with age were found in AKU subjects for SAA levels (r = 0.3556, P < 0.0001), chitotriosidase activity (r = 0.4886, P < 0.0001) and PTI (r = 0.4954, P < 0.0001); SAA levels were also positively correlated to BMI (r = 0.3556, P < 0.0001).
      When inflammatory and oxidative marker levels were correlated to the outcomes of health questionnaires, we found weak but statistically significant correlations indicating that high levels of SAA were more frequently associated both to a higher degree of difficulties in sport activities as well as to a reduced perceived knee-related quality of life (KOOS questionnaire). Similarly, patients with high PTI and chitotriosidase activity reported more frequently an increased severity of pain and symptoms, difficulties in daily activities and sport, and a reduced perceived knee-related quality of life (KOOS questionnaire) (Table II). We also found that high serum levels of SAA, PTI and chitotriosidase activity were more frequently associated to an increased perception of disability (haqDI, HAQ questionnaire) and to a reduced perceived physical health (i.e., lower levels of functioning according to SF-36) (Table II). Higher PTI values were positively associated to pain in multiple spine regions, and higher chitotriosidase activity was positively associated to joint and spinal pain (AKUSSI questionnaire) (Table II). Positive correlations were also found between PTI and SAA (r = 0.187, P = 0.032), and PTI and chitotriosidase (r = 0.392, P < 0.0001).
      Table IICorrelation matrix between markers measured in SONIA2 study and output of patients' questionnaires. Spearman's r and P values are reported; statistically significant correlations highlighted in bold
      KOOSHAQSF-36AKUSSI
      PainSymptomsActivity of daily livingSportQoLhapVAShaqDIPhysicalMentalJoint painSpinal pain
      AOPPr0.0430.0540.048−0.022−0.040−0.0820.077−0.042−0.0390.056−0.024
      Pnsnsnsnsnsnsnsnsnsnsns
      SAAr−0.132−0.134−0.169−0.177−0.2260.0840.209−0.137−0.1370.0910.057
      Pnsnsns*0.044**0.009ns*0.015**0.006nsnsns
      Chitotriosidaser−0.314−0.273−0.303−0.367−0.3300.0550.336−0.181−0.0760.2440.228
      P***0.0003**0.002***0.0004****<0.0001***0.0001ns****<0.0001*0.038ns**0.004**0.008
      PTIr−0.190−0.265−0.199−0.312−0.2880.1290.350−0.228−0.0240.1040.220
      P*0.032**0.003*0.024***0.0004***0.001ns****<0.0001**0.009nsns*0.011
      Abbreviations: ns: not significant.

      Discussion

      Serum represents an excellent and easily accessible source of protein biomarkers that can reflect physiological/pathological conditions
      • Zhang H.
      • Liu A.Y.
      • Loriaux P.
      • Wollscheid B.
      • Zhou Y.
      • Watts J.D.
      • et al.
      Mass spectrometric detection of tissue proteins in plasma.
      • Issaq H.J.
      • Xiao Z.
      • Veenstra T.D.
      Serum and plasma proteomics.
      . Though AKU represents the iconic prototype “inborn error of metabolism” and shares features with other more common rheumatic diseases also at the molecular level
      • Mitri E.
      • Millucci L.
      • Merolle L.
      • Bernardini G.
      • Vaccari L.
      • Gianoncelli A.
      • et al.
      A new light on alkaptonuria: a Fourier-transform infrared microscopy (FTIRM) and low energy X-ray fluorescence (LEXRF) microscopy correlative study on a rare disease.
      • Gambassi S.
      • Geminiani M.
      • Thorpe S.D.
      • Bernardini G.
      • Millucci L.
      • Braconi D.
      • et al.
      Smoothened-antagonists reverse homogentisic acid-induced alterations of Hedgehog signaling and primary cilium length in alkaptonuria.
      • Thorpe S.D.
      • Gambassi S.
      • Thompson C.L.
      • Chandrakumar C.
      • Santucci A.
      • Knight M.M.
      Reduced primary cilia length and altered Arl13b expression are associated with deregulated chondrocyte Hedgehog signaling in alkaptonuria.
      , it still lacks appropriate biomarkers to monitor severity and progression.
      Confirming previous evidence from ours
      • Millucci L.
      • Braconi D.
      • Bernardini G.
      • Lupetti P.
      • Rovensky J.
      • Ranganath L.
      • et al.
      Amyloidosis in alkaptonuria.
      • Braconi D.
      • Millucci L.
      • Bernardini G.
      • Santucci A.
      Oxidative stress and mechanisms of ochronosis in alkaptonuria.
      • Millucci L.
      • Ghezzi L.
      • Paccagnini E.
      • Giorgetti G.
      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      • Spreafico A.
      • Millucci L.
      • Ghezzi L.
      • Geminiani M.
      • Braconi D.
      • Amato L.
      • et al.
      Antioxidants inhibit SAA formation and pro-inflammatory cytokine release in a human cell model of alkaptonuria.
      , SAA was increased in the vast majority of samples and seemed the most promising biomarker to be assessed in AKU to monitor inflammation. Although in fewer AKU subjects, a similar trend was observed for chitotriosidase, a marker related to macrophage activation during inflammation
      • Kanneganti M.
      • Kamba A.
      • Mizoguchi E.
      Role of chitotriosidase (chitinase 1) under normal and disease conditions.
      used in several human diseases
      • Elmonem M.A.
      • van den Heuvel L.P.
      • Levtchenko E.N.
      Immunomodulatory effects of chitotriosidase enzyme.
      . Conversely, CRP levels were increased only in a minority of cases. Thus, superiority of SAA and chitotriosidase compared to CRP might be suggested in AKU similarly to what observed for SAA in patients suffering from Familial Mediterranean Fever (FMF)
      • Duzova A.
      • Bakkaloglu A.
      • Besbas N.
      • Topaloglu R.
      • Ozen S.
      • Ozaltin F.
      • et al.
      Role of A-SAA in monitoring subclinical inflammation and in colchicine dosage in familial Mediterranean fever.
      • Lofty H.M.
      • Marzouk H.
      • Farag Y.
      • Nabih M.
      • Khalifa I.A.S.
      • Mostafa N.
      • et al.
      Serum amyloid A level in Egyptian children with familial Mediterranean fever.
      • Uslu A.U.
      • Aydin B.
      • Icagasıoğlu I.S.
      • Balta S.
      • Deveci K.
      • Alkan F.
      • et al.
      The relationship among the level of serum amyloid A, high-density lipoprotein and microalbuminuria in patients with familial Mediterranean fever.
      and for monitoring rheumatic disease activity
      • Christensen M.B.
      • Langhorn R.
      • Goddard A.
      • Andreasen E.B.
      • Moldal E.
      • Tvarijonaviciute A.
      • et al.
      Comparison of serum amyloid A and C-reactive protein as diagnostic markers of systemic inflammation in dogs.
      • Connolly M.
      • Mullan R.H.
      • McCormick J.
      • Matthews C.
      • Sullivan O.
      • Kennedy A.
      • et al.
      Acute-phase serum amyloid A regulates tumor necrosis factor α and matrix turnover and predicts disease progression in patients with inflammatory arthritis before and after biologic therapy.
      • Cantarini L.
      • Giani T.
      • Fioravanti A.
      • Iacoponi F.
      • Simonini G.
      • Pagnini I.
      • et al.
      Serum amyloid A circulating levels and disease activity in patients with juvenile idiopathic arthritis.
      • Jung S.Y.
      • Park M.-C.
      • Park Y.-B.
      • Lee S.-K.
      Serum amyloid A as a useful indicator of disease activity in patients with ankylosing spondylitis.
      or response to pharmacological treatment
      • Duzova A.
      • Bakkaloglu A.
      • Besbas N.
      • Topaloglu R.
      • Ozen S.
      • Ozaltin F.
      • et al.
      Role of A-SAA in monitoring subclinical inflammation and in colchicine dosage in familial Mediterranean fever.
      • Hwang Y.G.
      • Balasubramani G.K.
      • Metes I.D.
      • Levesque M.C.
      • Bridges S.L.
      • Moreland L.W.
      Differential response of serum amyloid A to different therapies in early rheumatoid arthritis and its potential value as a disease activity biomarker.
      • Shen C.
      • Sun X.G.
      • Liu N.
      • Mu Y.
      • Hong C.C.
      • Wei W.
      • et al.
      Increased serum amyloid A and its association with autoantibodies, acute phase reactants and disease activity in patients with rheumatoid arthritis.
      .
      Overall, our findings suggest that sub-clinical inflammation may be relevant in AKU and connected with the development of disease-related complications, similarly to other rheumatic conditions characterized by increased SAA levels, such as: osteoarthritis (OA)
      • de Seny D.
      • Cobraiville G.
      • Charlier E.
      • Neuville S.
      • Esser N.
      • Malaise D.
      • et al.
      Acute-phase serum amyloid A in osteoarthritis: regulatory mechanism and proinflammatory properties.
      , rheumatoid arthritis (RA)
      • Connolly M.
      • Mullan R.H.
      • McCormick J.
      • Matthews C.
      • Sullivan O.
      • Kennedy A.
      • et al.
      Acute-phase serum amyloid A regulates tumor necrosis factor α and matrix turnover and predicts disease progression in patients with inflammatory arthritis before and after biologic therapy.
      • Shen C.
      • Sun X.G.
      • Liu N.
      • Mu Y.
      • Hong C.C.
      • Wei W.
      • et al.
      Increased serum amyloid A and its association with autoantibodies, acute phase reactants and disease activity in patients with rheumatoid arthritis.
      • Chait A.
      • Han C.Y.
      • Oram J.F.
      • Heinecke J.W.
      Thematic review series: the immune system and atherogenesis. Lipoprotein-associated inflammatory proteins: markers or mediators of cardiovascular disease?.
      • Targońska-Stępniak B.
      • Majdan M.
      Serum amyloid A as a marker of persistent inflammation and an indicator of cardiovascular and renal involvement in patients with rheumatoid arthritis.
      • Cunnane G.
      • Grehan S.
      • Geoghegan S.
      • McCormack C.
      • Shields D.
      • Whitehead A.S.
      • et al.
      Serum amyloid A in the assessment of early inflammatory arthritis.
      , FMF
      • Duzova A.
      • Bakkaloglu A.
      • Besbas N.
      • Topaloglu R.
      • Ozen S.
      • Ozaltin F.
      • et al.
      Role of A-SAA in monitoring subclinical inflammation and in colchicine dosage in familial Mediterranean fever.
      • Lachmann H.J.
      • Şengül B.
      • Yavuzşen T.U.
      • Booth D.R.
      • Booth S.E.
      • Bybee A.
      • et al.
      Clinical and subclinical inflammation in patients with familial Mediterranean fever and in heterozygous carriers of MEFV mutations.
      , juvenile idiopathic arthritis (JIA)
      • Cantarini L.
      • Giani T.
      • Fioravanti A.
      • Iacoponi F.
      • Simonini G.
      • Pagnini I.
      • et al.
      Serum amyloid A circulating levels and disease activity in patients with juvenile idiopathic arthritis.
      , and systemic lupus erythematosus (SLE)
      • Shen C.
      • Sun X.G.
      • Liu N.
      • Mu Y.
      • Hong C.C.
      • Wei W.
      • et al.
      Increased serum amyloid A and its association with autoantibodies, acute phase reactants and disease activity in patients with rheumatoid arthritis.
      .
      In general terms, inflammation represents a beneficial, nonspecific response of injured tissues leading to restoration of structure and function
      • Janssen W.J.
      • Henson P.M.
      Cellular regulation of the inflammatory response.
      . In AKU, HGA may be a chronic inflammatory stimulus for SAA levels to raise
      • Millucci L.
      • Braconi D.
      • Bernardini G.
      • Lupetti P.
      • Rovensky J.
      • Ranganath L.
      • et al.
      Amyloidosis in alkaptonuria.
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      • Spreafico A.
      • Millucci L.
      • Ghezzi L.
      • Geminiani M.
      • Braconi D.
      • Amato L.
      • et al.
      Antioxidants inhibit SAA formation and pro-inflammatory cytokine release in a human cell model of alkaptonuria.
      . Although the primary function of SAA would be the restoration of homoeostasis
      • Ye R.D.
      • Sun L.
      Emerging functions of serum amyloid A in inflammation.
      , the chronic injury sustained by HGA in AKU may potentially deregulate the inflammatory process leading to aggressive resolution mechanisms, i.e., amyloidosis or persistent tissue destruction. In such a scenario, SAA may be considered a marker to monitor progression of both AKU and amyloidosis. Persistently elevated SAA levels represent a risk factor for the development of AA amyloidosis
      • Lachmann H.J.
      • Goodman H.J.B.
      • Gilbertson J.A.
      • Gallimore J.R.
      • Sabin C.A.
      • Gillmore J.D.
      • et al.
      Natural history and outcome in systemic AA amyloidosis.
      . However, physiological and pathological functions of SAA are still partly unclear and differences between recombinant and endogenous SAA have been highlighted in in vitro assays, probably due to a difference in association to lipids
      • Connolly M.
      • Mullan R.H.
      • McCormick J.
      • Matthews C.
      • Sullivan O.
      • Kennedy A.
      • et al.
      Acute-phase serum amyloid A regulates tumor necrosis factor α and matrix turnover and predicts disease progression in patients with inflammatory arthritis before and after biologic therapy.
      • Christenson K.
      • Björkman L.
      • Ahlin S.
      • Olsson M.
      • Sjöholm K.
      • Karlsson A.
      • et al.
      Endogenous acute phase serum amyloid A lacks pro-inflammatory activity, contrasting the two recombinant variants that activate human neutrophils through different receptors.
      . Unfortunately, no conclusions can be drawn on the presence of AA amyloidosis in SONIA1 and SONIA2 subjects, as this analysis was not included in the original study design.
      We found that SAA serum levels were falling within a wide range in the tested AKU subjects. This becomes particularly relevant in the light of a recent work where HGA was found to act as an amyloid aggregation enhancer in vitro (in a time- and dose-dependent fashion) for amyloidogenic proteins and peptides
      • Braconi D.
      • Millucci L.
      • Bernini A.
      • Spiga O.
      • Lupetti P.
      • Marzocchi B.
      • et al.
      Homogentisic acid induces aggregation and fibrillation of amyloidogenic proteins.
      . As the pro-aggregating effect of HGA towards SAA was found even at nearly physiological HGA concentrations in vitro
      • Braconi D.
      • Millucci L.
      • Bernini A.
      • Spiga O.
      • Lupetti P.
      • Marzocchi B.
      • et al.
      Homogentisic acid induces aggregation and fibrillation of amyloidogenic proteins.
      , pharmacological control of SAA circulating levels in AKU seems appropriate to be suggested, although such previous results were obtained with a recombinant protein and need further validation with wild-type SAA.
      Unfortunately, direct measurement of SAA in AKU synovial fluid has not been reported yet, but since plasma SAA levels correlate with SAA levels in synovial fluid, passive diffusion of SAA from systemic circulation to synovial joint may be speculated
      • de Seny D.
      • Cobraiville G.
      • Charlier E.
      • Neuville S.
      • Esser N.
      • Malaise D.
      • et al.
      Acute-phase serum amyloid A in osteoarthritis: regulatory mechanism and proinflammatory properties.
      . This is particularly relevant due to the role that SAA might play in joint destruction through induction of metalloproteinases and collagen although different functions have been suggested for systemic and locally produced SAA isoforms, as well as for acute and constitutive SAA
      • Connolly M.
      • Mullan R.H.
      • McCormick J.
      • Matthews C.
      • Sullivan O.
      • Kennedy A.
      • et al.
      Acute-phase serum amyloid A regulates tumor necrosis factor α and matrix turnover and predicts disease progression in patients with inflammatory arthritis before and after biologic therapy.
      .
      There is an intimate connection between HGA, the ochronotic process, SAA and amyloidosis, inflammation and oxidative stress in AKU
      • Millucci L.
      • Braconi D.
      • Bernardini G.
      • Lupetti P.
      • Rovensky J.
      • Ranganath L.
      • et al.
      Amyloidosis in alkaptonuria.
      • Braconi D.
      • Millucci L.
      • Bernardini G.
      • Santucci A.
      Oxidative stress and mechanisms of ochronosis in alkaptonuria.
      • Millucci L.
      • Ghezzi L.
      • Paccagnini E.
      • Giorgetti G.
      • Viti C.
      • Braconi D.
      • et al.
      Amyloidosis, inflammation, and oxidative stress in the heart of an alkaptonuric patient.
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      • Mitri E.
      • Millucci L.
      • Merolle L.
      • Bernardini G.
      • Vaccari L.
      • Gianoncelli A.
      • et al.
      A new light on alkaptonuria: a Fourier-transform infrared microscopy (FTIRM) and low energy X-ray fluorescence (LEXRF) microscopy correlative study on a rare disease.
      • Spreafico A.
      • Millucci L.
      • Ghezzi L.
      • Geminiani M.
      • Braconi D.
      • Amato L.
      • et al.
      Antioxidants inhibit SAA formation and pro-inflammatory cytokine release in a human cell model of alkaptonuria.
      • Braconi D.
      • Millucci L.
      • Bernini A.
      • Spiga O.
      • Lupetti P.
      • Marzocchi B.
      • et al.
      Homogentisic acid induces aggregation and fibrillation of amyloidogenic proteins.
      • Braconi D.
      • Millucci L.
      • Ghezzi L.
      • Santucci A.
      Redox proteomics gives insights into the role of oxidative stress in alkaptonuria.
      , demonstrated also by structural co-localization of ochronotic pigment and SAA-amyloid
      • Millucci L.
      • Spreafico A.
      • Tinti L.
      • Braconi D.
      • Ghezzi L.
      • Paccagnini E.
      • et al.
      Alkaptonuria is a novel human secondary amyloidogenic disease.
      and co-localization of SAA with crucial cytoskeletal proteins in AKU chondrocytes
      • Geminiani M.
      • Gambassi S.
      • Millucci L.
      • Lupetti P.
      • Collodel G.
      • Mazzi L.
      • et al.
      Cytoskeleton aberrations in alkaptonuric chondrocytes.
      . Mechanisms of ochronosis and pigment toxicity in AKU are not fully clear, but possible factors include the co-presence of amyloidosis and angiogenesis in tissues
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      Diagnosis of secondary amyloidosis in alkaptonuria.
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      and the oxidative and inflammatory effects of HGA on tissues and cells
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      Oxidative stress and mechanisms of ochronosis in alkaptonuria.
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      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
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      Redox-proteomics of the effects of homogentisic acid in an in vitro human serum model of alkaptonuric ochronosis.
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      Evaluation of anti-oxidant treatments in an in vitro model of alkaptonuric ochronosis.
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      Evaluation of antioxidant drugs for the treatment of ochronotic alkaptonuria in an in vitro human cell model.
      • Spreafico A.
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      • Braconi D.
      • Amato L.
      • et al.
      Antioxidants inhibit SAA formation and pro-inflammatory cytokine release in a human cell model of alkaptonuria.
      • Braconi D.
      • Millucci L.
      • Ghezzi L.
      • Santucci A.
      Redox proteomics gives insights into the role of oxidative stress in alkaptonuria.
      .
      In this study, SAA serum levels were increased regardless of AKU subjects' age (Fig. 3), although these parameters were positively correlated. Ageing is an important factor in OA progression
      • Okuda Y.
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      • Goto M.
      Ageing: a risk factor for amyloid A amyloidosis in rheumatoid arthritis.
      possibly due to an increased production of inflammatory mediators (SAA included)
      • Falsey A.R.
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      • Looney R.J.
      • Kolassa J.E.
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      • et al.
      Response of C-reactive protein and serum amyloid A to influenza A infection in older adults.
      . AKU patients are symptom-free in the first decades of life, but our data suggest that a subclinical inflammation might be present even in young asymptomatic AKU subjects, indicating a possible role of SAA as an early biomarker of disease progression
      • Millucci L.
      • Bernardini G.
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      • et al.
      Histological and ultrastructural characterization of alkaptonuric tissues.
      . Cartilage degeneration (with alterations in collagen composition and depletion of proteoglycans), synovia inflammation and presence of amyloid in labial salivary gland can be detected even in young, asymptomatic AKU subjects
      • Millucci L.
      • Bernardini G.
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      • Laschi M.
      • et al.
      Histological and ultrastructural characterization of alkaptonuric tissues.
      . However, whether SAA is elevated even in children or adolescents due to the presence of HGA still needs to be investigated.
      Confirming previous observations
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      Acute-phase serum amyloid A regulates tumor necrosis factor α and matrix turnover and predicts disease progression in patients with inflammatory arthritis before and after biologic therapy.
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      Association between serum amyloid A and obesity: a meta-analysis and systematic review.
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      Inflammation, a link between obesity and cardiovascular disease.
      • Yang R.-Z.
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      • Hu H.
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      • Nicklas B.J.
      • et al.
      Acute-phase serum amyloid A: an inflammatory adipokine and potential link between obesity and its metabolic complications.
      , positive association were found between SAA and BMI, since in obesity (where low-grade inflammation is found), adipose tissue is the major source of SAA, which can be considered an obesity-related inflammatory protein
      • Christenson K.
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      Endogenous acute phase serum amyloid A lacks pro-inflammatory activity, contrasting the two recombinant variants that activate human neutrophils through different receptors.
      • Wang Z.
      • Nakayama T.
      Inflammation, a link between obesity and cardiovascular disease.
      . It is known that HDL counter-regulates SAA and other pro-inflammatory mediators
      • Zhu S.
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      • Chen W.
      • Li W.
      • Wang A.
      • Wong S.
      • et al.
      High-density lipoprotein (HDL) counter-regulates serum amyloid A (SAA)-induced sPLA2-IIE and sPLA2-V expression in macrophages.
      . Interestingly, we found that 90% of the tested AKU subjects enrolled in SONIA1 had lower levels of HDL than what established by reference guidelines. Chronic inflammation, as outlined in FMF, RA and SLE
      • Uslu A.U.
      • Aydin B.
      • Icagasıoğlu I.S.
      • Balta S.
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      • et al.
      The relationship among the level of serum amyloid A, high-density lipoprotein and microalbuminuria in patients with familial Mediterranean fever.
      • Akdogan A.
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      • Yavuz B.
      • Arslan E.B.
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      • et al.
      Are familial Mediterranean fever (FMF) patients at increased risk for atherosclerosis? Impaired endothelial function and increased intima media thickness are found in FMF.
      • Gómez Rosso L.
      • Lhomme M.
      • Meroño T.
      • Sorroche P.
      • Catoggio L.
      • Soriano E.
      • et al.
      Altered lipidome and antioxidative activity of small, dense HDL in normolipidemic rheumatoid arthritis: relevance of inflammation.
      • Han C.Y.
      • Tang C.
      • Guevara M.E.
      • Wei H.
      • Wietecha T.
      • Shao B.
      • et al.
      Serum amyloid A impairs the antiinflammatory properties of HDL.
      might alter the structure and functions of HDL, overall impairing HDL properties. In particular, a decreased antioxidant activity of HDL might follow displacement of ApoA-I from HDL due to high SAA. Since altered profiles in apolipoproteins were documented by comparative proteomics of AKU serum
      • Braconi D.
      • Bernardini G.
      • Paffetti A.
      • Millucci L.
      • Geminiani M.
      • Laschi M.
      • et al.
      Comparative proteomics in alkaptonuria provides insights into inflammation and oxidative stress.
      , this topic deserves further investigations in AKU.
      No statistically significant correlations were found, conversely, between the tested biomarkers and serum HGA (Table 4S). This could be explained by the fact that serum HGA in AKU depends on residual HGD enzyme activity (inter-subject variability) and on tyrosine intake with the diet (inter- and intra-subject variability)
      • Vilboux T.
      • Kayser M.
      • Introne W.
      • Suwannarat P.
      • Bernardini I.
      • Fischer R.
      • et al.
      Mutation spectrum of homogentisic acid oxidase (HGD) in alkaptonuria.
      . Notably, circadian variations in HGA serum concentrations have been shown in SONIA1 subjects at baseline
      • Olsson B.
      • Cox T.F.
      • Psarelli E.E.
      • Szamosi J.
      • Hughes A.T.
      • Milan A.M.
      • et al.
      Relationship between serum concentrations of nitisinone and its effect on homogentisic acid and tyrosine in patients with alkaptonuria.
      .
      Serum concentration of SAA
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      Role of A-SAA in monitoring subclinical inflammation and in colchicine dosage in familial Mediterranean fever.
      • Cantarini L.
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      • Iacoponi F.
      • Simonini G.
      • Pagnini I.
      • et al.
      Serum amyloid A circulating levels and disease activity in patients with juvenile idiopathic arthritis.
      • Jung S.Y.
      • Park M.-C.
      • Park Y.-B.
      • Lee S.-K.
      Serum amyloid A as a useful indicator of disease activity in patients with ankylosing spondylitis.
      • de Seny D.
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      • Charlier E.
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      • Esser N.
      • Malaise D.
      • et al.
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      • Ally M.M.T.M.
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      and chitotriosidase activity
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      Chitotriosidase activity in juvenile idiopathic arthritis.
      • Basok B.
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      are markers of disease activity and severity in several rheumatic conditions. Here we provided evidence that AKU patients presenting with significantly higher SAA and chitotriosidase activity (enhanced inflammation) and higher PTI (enhanced oxidative stress) reported more often a decreased quality of life (as assessed through patients' health questionnaires) and scored higher in the AKUSSI scale for joint and spinal pain. This suggests that worsening of symptoms in AKU is paralleled by increased inflammation and oxidative stress, which might play a role in AKU progression. Consequently, SAA, chitotriosidase activity and PTI might be proposed as disease activity and severity markers in AKU, although further evidence is needed.

      Conclusions

      Due to the ultra-rarity of the disease (affecting 1:250,000–1,000,000
      • Phornphutkul C.
      • Introne W.J.
      • Perry M.B.
      • Bernardini I.
      • Murphey M.D.
      • Fitzpatrick D.L.
      • et al.
      Natural history of alkaptonuria.
      ), we were given an invaluable opportunity, as we were able to test for the very first time a high number of alkaptonuric serum specimens collected and stored under standardised procedures. This was also the first time that several inflammatory and oxidative stress biomarkers could be investigated in vivo in AKU.
      We found increased SAA and chitotriosidase activity in the vast majority of AKU samples, indicating increased systemic inflammation. Conversely, oxidative stress biomarkers were not significantly different when compared to a normal population. SAA, but especially PTI and chitotriosidase activity were correlated to AKU severity, as assessed through validated health questionnaires, and AKUSSI, indicating a role for both oxidative stress and inflammation in AKU progression and severity. Prospectively, routine assessment of SAA should be recommended in AKU so that proper interventions could be put in place to address the inflammatory-pro-amyloidogenic component of the disease. For instance, low dose methotrexate (MTX) can down-regulate inflammation
      • Malaviya A.N.
      • Sharma A.
      • Agarwal D.
      • Kapoor S.
      • Garg S.
      • Sawhney S.
      Low-dose and high-dose methotrexate are two different drugs in practical terms.
      and lower SAA production, being the anchor drug to treat rheumatic diseases and the associated AA amyloidosis
      • Lachmann H.J.
      • Goodman H.J.B.
      • Gilbertson J.A.
      • Gallimore J.R.
      • Sabin C.A.
      • Gillmore J.D.
      • et al.
      Natural history and outcome in systemic AA amyloidosis.
      • Kuroda T.
      • Wada Y.
      • Nakano M.
      • Nakamura T.
      Amyloid A amyloidosis secondary to rheumatoid arthritis: pathophysiology and treatments.
      . Control of the acute phase response is currently the standard of care in amyloidosis and rheumatic disorders
      • Lachmann H.J.
      • Goodman H.J.B.
      • Gilbertson J.A.
      • Gallimore J.R.
      • Sabin C.A.
      • Gillmore J.D.
      • et al.
      Natural history and outcome in systemic AA amyloidosis.
      • Picken M.M.
      Modern approaches to the treatment of amyloidosis: the critical importance of early detection in surgical pathology.
      . This is also relevant in view of the recent in vitro reports indicating that even nearly physiological HGA concentrations might enhance the aggregation of SAA
      • Braconi D.
      • Millucci L.
      • Bernini A.
      • Spiga O.
      • Lupetti P.
      • Marzocchi B.
      • et al.
      Homogentisic acid induces aggregation and fibrillation of amyloidogenic proteins.
      .
      Importantly, all the data obtained within this work could be used to populate an AKU database integrating biomarker levels, demographics, patient's quality of life, environmental and life-style data, and clinical outcomes
      • Spiga O.
      • Cicaloni V.
      • Bernini A.
      • Zatkova A.
      • Santucci A.
      ApreciseKUre: an approach of precision medicine in a rare disease.
      . Such a database could represent an optimal tool with potential relapses for the study of AKU mechanisms and the development of a precision medicine approach for AKU and other more common rheumatic disorders.

      Authors' contribution

      All authors contributed to the conception and design of the study, acquisition, analysis or interpretation of the data. All authors were also involved in drafting the article or revising it critically for important intellectual content, and all authors approved the final version. Annalisa Santucci ([email protected]) as the corresponding author takes responsibility of the integrity of the work as a whole, from inception to finished article.

      Competing interest statement

      The authors have no conflicts of interest to declare.

      Role of the funding source

      This work was supported by European Commission Seventh Framework Programme funding granted in 2012 (DevelopAKUre, project number: 304985). The funding source was not involved in the study design, collection, analysis and interpretation of data, the writing of the manuscript, or in the decision to submit the manuscript for publication.

      Acknowledgements

      The authors thank aim AKU, Associazione Italiana Malati di Alcaptonuria (ORPHA263402), and Prof. Gabriele Cevenini for assistance with statistical analyses. This work is in memory of Dr Duccio Calamandrei.

      Appendix A. Supplementary data

      The following is the supplementary data related to this article:

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