﻿<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD 2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">EXCLI J</journal-id>
      <journal-title>EXCLI Journal</journal-title>
      <issn pub-type="epub">1611-2156</issn>
      <publisher>
        <publisher-name>Leibniz Research Centre for Working Environment and Human Factors</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">2017-938</article-id>
      <article-id pub-id-type="doi">10.17179/excli2017-938</article-id>
      <article-id pub-id-type="pii">Doc257</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Original article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Metabolic fingerprinting of joint tissue of collagen-induced arthritis (CIA) rat: In vitro, high resolution NMR (nuclear magnetic resonance) spectroscopy based analysis</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Srivastava</surname>
            <given-names>Niraj Kumar</given-names>
          </name>
          <xref ref-type="corresp" rid="COR1">&#x0002a;</xref>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sharma</surname>
            <given-names>Shikha</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sharma</surname>
            <given-names>Rajkumar</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sinha</surname>
            <given-names>Neeraj</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Mandal</surname>
            <given-names>Sudhir Kumar</given-names>
          </name>
          <xref ref-type="aff" rid="A2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sharma</surname>
            <given-names>Deepak</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>Neurobiology Laboratory, School of Life Sciences, Jawaharlal Nehru University, New Delhi-110067</aff>
      <aff id="A2">
        <label>2</label>Center of Biomedical Research, Sanjay Gandhi Postgraduate Institute of Medical Sciences Campus, Lucknow-226014, India</aff>
      <author-notes>
        <corresp id="COR1">*To whom correspondence should be addressed: Niraj Kumar Srivastava, CSIR Pool Scientist, School of Life Sciences, Jawaharlal Nehru University, New Delhi-110067; Mobile number: 9650868861, E-mail: <email>nirajsuprabhat@gmail.com</email></corresp>
      </author-notes>
      <pub-date pub-type="epub">
        <day>19</day>
        <month>03</month>
        <year>2018</year>
      </pub-date>
      <pub-date pub-type="collection">
        <year>2018</year>
      </pub-date>
      <volume>17</volume>
      <fpage>257</fpage>
      <lpage>272</lpage>
      <history>
        <date date-type="received">
          <day>01</day>
          <month>11</month>
          <year>2017</year>
        </date>
        <date date-type="accepted">
          <day>27</day>
          <month>02</month>
          <year>2018</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Copyright &#xA9; 2018 Srivastava et al.</copyright-statement>
        <copyright-year>2018</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
          <p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (http://creativecommons.org/licenses/by/4.0/) You are free to copy, distribute and transmit the work, provided the original author and source are credited.</p>
        </license>
      </permissions>
      <self-uri xlink:href="http://www.excli.de/vol17/Srivastava_19032018_proof.pdf">This article is available from http://www.excli.de/vol17/Srivastava_19032018_proof.pdf</self-uri>
      <abstract><p>Rheumatoid arthritis (RA) is a systemic autoimmune disease whose major characteristics persistent joint inflammation that results in joint destruction and failure of the function. Collagen-induced arthritis (CIA) rat is an autoimmune disease model and in many ways shares features with RA. The CIA is associated with systemic manifestations, including alterations in the metabolism. Nuclear magnetic resonance (NMR) spectroscopy-based metabolomics has been successfully applied to the perchloric acid extract of the joint tissue of CIA rat and control rat for the analysis of aqueous metabolites. GPC (Glycerophosphocholine), carnitine, acetate, and creatinine were important discriminators of CIA rats as compared to control rats. Level of lactate (significance; p &#x3D; 0.004), alanine (p &#x3D; 0.025), BCA (Branched-chain amino acids) (p &#x3D; 0.006) and creatinine (p &#x3D; 0.023) was significantly higher in CIA rats as compared to control rats. Choline (p &#x3D; 0.038) and GPC (p &#x3D; 0.009) were significantly reduced in CIA rats as compared to control rats. Choline to GPC correlation was good and negative (Pearson correlation &#x3D; -0.63) for CIA rats as well as for control rats (Pearson correlation &#x3D; -0.79). All these analyses collectively considered as metabolic fingerprinting of the joint tissue of CIA rat as compared to control rat. The metabolic fingerprinting of joint tissue of CIA rats was different as compared to control rats. The metabolic fingerprinting reflects inflammatory disease activity in CIA rats with synovitis, demonstrating that underlying inflammatory process drives significant changes in metabolism that can be measured in the joint tissue. Therefore, the outcome of this study may be helpful for understanding the mechanism of metabolic processes in RA. This may be also helpful for the development of advanced diagnostic methods and therapy for RA.</p></abstract>
      <kwd-group>
        <kwd>collagen-induced arthritis</kwd>
        <kwd>extraction</kwd>
        <kwd>metabolites</kwd>
        <kwd>metabolism</kwd>
        <kwd>NMR spectroscopy</kwd>
        <kwd>oxidative stress</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title>Abbreviations</title><p>NMR: Nuclear Magnetic Resonance; RA: Rheumatoid arthritis; CIA: Collagen-induced arthritis; BCA: Branched chain amino acids; GPC: Glycerophosphocholine; SOD: Superoxide dismutase; GPx: Glutathione peroxidase; CAT: Catalase.</p></sec>
    <sec sec-type="intro">
      <title>Introduction</title><p>Collagen-induced arthritis (CIA) in rats is an autoimmune disease model and in many ways shares features with clinical rheumatoid arthritis (RA) (Kannan et al., 2005[<xref ref-type="bibr" rid="R22">22</xref>]). Therefore, the CIA rat model is considered as a relevant animal model of RA and has been used in many studies to investigate the pathogenesis of inflammatory arthritis (Feldmann et al., 1996[<xref ref-type="bibr" rid="R14">14</xref>]; Holmdahl et al., 1989[<xref ref-type="bibr" rid="R20">20</xref>]; Trentham, 1982[<xref ref-type="bibr" rid="R56">56</xref>]), and also to evaluate the pharmaco-therapeutic potential of anti-arthritic medications (Salvemini et al., 2001[<xref ref-type="bibr" rid="R42">42</xref>]; Kumar et al., 2009[<xref ref-type="bibr" rid="R25">25</xref>]; Patro et al., 2011[<xref ref-type="bibr" rid="R38">38</xref>]). RA is an autoimmune disease with a global prevalence of about 1 &#x25; (Lee and Weinblatt, 2001[<xref ref-type="bibr" rid="R27">27</xref>]). Despite of the best efforts made in defining its etiology and pathogenesis, the approach is still in its infancy (Feldmann, 2001[<xref ref-type="bibr" rid="R13">13</xref>]; Firestein, 2003[<xref ref-type="bibr" rid="R15">15</xref>]). This disease is characterized by chronic inflammation of the synovial joints and destruction of articular cartilage (Ara&#xFA;jo et al., 2015[<xref ref-type="bibr" rid="R1">1</xref>]). There are a number of proposed causes for RA which includes genetic predisposition, pathogenetic immune-inflammatory responses triggered by environmental agents, autoimmunity directed against components of synovium and cartilage, dysregulated production of cytokines, recruitment of immune-inflammatory cells through induction of inflammatory cell and transformation of synovial cell into autonomously proliferating cells (Kinne et al., 2000[<xref ref-type="bibr" rid="R23">23</xref>]; Fassbender et al., 1983[<xref ref-type="bibr" rid="R12">12</xref>]). All these causes collectively indicate the cytokine-mediated inflammatory processes in RA and have a strong impact on metabolism. The degree of metabolic alterations and the types of metabolites may have excellent markers of cytokine-mediated inflammatory processes in RA (Cederholm et al., 1997[<xref ref-type="bibr" rid="R6">6</xref>]; Kotler, 2000[<xref ref-type="bibr" rid="R24">24</xref>]; Brindle et al., 2002[<xref ref-type="bibr" rid="R4">4</xref>]). Therefore, it is of paramount importance to investigate the metabolic changes and to find out the targeted markers. Here in this study, we have used CIA rat as a model system for the investigation. Metabolomics is an important part of systems biology and usually defined as &#x27;quantitative measurements of dynamic multi-parametric metabolic responses of living systems to pathological stimuli or genetic modifications&#x27; (Nicholson et al., 1999[<xref ref-type="bibr" rid="R34">34</xref>]). NMR (Nuclear Magnetic Resonance) spectroscopy based metabolomics is a potential tool for the analysis of metabolites in biofluids, such as plasma, serum, CSF (cerebrospinal fluid), pus, saliva, cervicovaginal secretions and urine, and tissue extract (Gebregiworgis and Powers, 2012[<xref ref-type="bibr" rid="R16">16</xref>]). NMR is a non-destructive and rapid technique which requires minimum sample processing. This property makes it the most efficient method for qualitative as well as quantitative analysis of metabolites with excellent repeatability and reproducibility (Gebregiworgis and Powers, 2012[<xref ref-type="bibr" rid="R16">16</xref>]). NMR spectroscopy is successfully applied to metabolic profiling of various diseases such as inflammatory bowel disease (Marchesi et al., 2007[<xref ref-type="bibr" rid="R28">28</xref>]), ocular inflammatory disease (Young et al., 2009[<xref ref-type="bibr" rid="R61">61</xref>]), neurological diseases (Sinclair et al., 2010[<xref ref-type="bibr" rid="R47">47</xref>]), coronary heart disease (Brindle et al., 2002[<xref ref-type="bibr" rid="R4">4</xref>]) and RA (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>]). Synovial fluid of patients with RA showed an elevated level of lactate, lipoprotein-associated fatty acids and acute-phase glycoproteins as compared to healthy subjects (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>]). Metabolic status of synovial fluids as compared to serum from patients with RA has shown markedly elevated lactate, ketone bodies and diminished glucose and lipid levels (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>]) which are very useful for differentiating between patients with RA and osteoarthritis (OA) (Meshitsuka et al., 1999[<xref ref-type="bibr" rid="R30">30</xref>]). Previous studies have shown that septic and non-septic RA could also be differentiated by the analysis of lactate level in the synovial fluid (Gobelet and Gerster, 1984[<xref ref-type="bibr" rid="R17">17</xref>]). The serum metabolic fingerprinting in patients with RA is clearly distinct from that of healthy controls. Studies have revealed that lactate, histidine, and lipid levels are significantly different in patients with RA as compared to healthy controls (Young et al., 2013[<xref ref-type="bibr" rid="R60">60</xref>]; Sitton et al., 1987[<xref ref-type="bibr" rid="R49">49</xref>]). Synovial fluid and serum were used for the analysis of metabolites in patients with RA (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>][<xref ref-type="bibr" rid="R33">33</xref>]; Meshitsuka et al., 1999[<xref ref-type="bibr" rid="R30">30</xref>]; Gobelet and Gerster, 1984[<xref ref-type="bibr" rid="R17">17</xref>]; Young et al., 2013[<xref ref-type="bibr" rid="R60">60</xref>]; Sitton et al., 1987[<xref ref-type="bibr" rid="R49">49</xref>]). Similarly, metabolomics analysis was also performed on serum&#x2F;plasma and urine samples of CIA rats (Ding et al., 2014[<xref ref-type="bibr" rid="R11">11</xref>]; Zhang et al., 2014[<xref ref-type="bibr" rid="R63">63</xref>]; Yue et al., 2013[<xref ref-type="bibr" rid="R62">62</xref>]). Lipid components of joint tissue of CIA rats were analyzed by NMR spectroscopy (Srivastava et al., 2014[<xref ref-type="bibr" rid="R51">51</xref>]). To the best of our knowledge, there are no scientific reports about the NMR spectroscopy based analysis of aqueous metabolites in joint tissue of CIA rat. In the present study, assignment and selective quantification of metabolites in joint tissue of CIA rats as compared to control rats were performed by NMR spectroscopy.  </p></sec>
    <sec sec-type="materials|methods">
      <title>Materials and Methods</title><sec><title>Animals</title><p>Female Wistar rats of 6-8 weeks (weight 130-150 gm) were taken for the induction of arthritis. All these rats were issued and maintained at the Central animal facility of Jawaharlal Nehru University, New Delhi (India). These experimental rats were housed separately in cages, fed with standard rodent chow (Hindustan Lever Limited, India) and water <italic>ad libitum</italic>. Standard parameters were taken into care during their housing and whole experimental phase. These were photoperiods, darkness, environmental temperature, and humidity. Photoperiods equalled 12 h of light and 12 h of darkness daily, with the environmental temperature and humidity maintained at 25 &#xB0;C <underline>&#x2B;</underline> 2 and 42 &#x25; <underline>&#x2B;</underline> 5, respectively. All experimental protocols were approved by the Committee for the Purpose of Control and Supervision of Experimental Animals (CPCSEA) and the Institutional Animal Ethical Committee (IAEC) of Jawaharlal Nehru University, New Delhi, India.</p></sec><sec><title>Chemicals</title><p>All the chemicals were purchased from Sigma Aldrich Chemical Co. (St. Louis, MO). Antibodies of TNF-&#x3B1;, IL-1&#x3B2; and IL-6 were purchased from Peprotech Inc., USA. All other chemicals and solvents used were of analytical grade.</p></sec><sec><title>Induction of arthritis</title><p>These experimental female Wistar rats were randomly allocated into the two groups of five animals each (a) Group I: Rats served as healthy &#x27;control&#x27; with no collagen immunization, (b) Group II: Rats immunized with collagen designated as &#x22;CIA&#x22;. </p><p>The CIA was induced as previously described by Srivastava et al. (2014[<xref ref-type="bibr" rid="R51">51</xref>]). Briefly, porcine immunization-grade native collagen type II (Chondrex) was dissolved in 0.05 mol&#x2F;l acetic acid at a concentration of 2 mg&#x2F;ml by stirring overnight at 4 &#xB0;C. The emulsion was prepared by homogenizing collagen type II with Freund&#x27;s complete adjuvant (1:1) at 4 &#xB0;C. Each rat was immunized with 200 &#x3BC;g of emulsified collagen type II, intradermally at multiple sites on the back and the base of the tail followed by a booster dose with the same antigen preparation on day 7. Arthritis was allowed to develop for 28 days.</p></sec><sec><title>Macroscopic scoring of CIA</title><p>In all the experimental rats, the clinical scoring of CIA rats was performed. Clinical score was based on the composite index of disease severity and the number of affected limbs. The clinical score was assessed every 4 days to monitor disease progression as described previously (Cuzzocrea et al., 2000[<xref ref-type="bibr" rid="R9">9</xref>]). Since the CIA is more pronounced in the hind-limbs, so, the scoring of rat hind-limbs only has been taken into account to assess the severity. Two independent observers, blinded to the experimental groups, performed the scoring.</p></sec><sec><title>Paw diameter measurement and Arthritic Index (AI)</title><p>In all the experimental rats, the hind paw edema was measured every 4<sup>th</sup> day throughout the experiment using Vernier callipers. The arthritic indices (AI) were calculated as described in the previous report (Coelho et al., 2004[<xref ref-type="bibr" rid="R7">7</xref>]) using the formula:</p><p><inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-i-001" ></inline-graphic></p></sec><sec><title>Body weight examination</title><p>The body weight was measured every 4<sup>th</sup> day in all the experimental rats. The measurement of body weight was performed according to our previous study (Srivastava et al., 2014[<xref ref-type="bibr" rid="R51">51</xref>]). Variation in body weight (&#x25;) of each individual animal after the onset of arthritis on day 12 was calculated using the formula below.</p></sec><sec><title>Radiological evaluation of CIA</title><p>On day 28, all the experimental rats were sacrificed. Hind limbs were removed and right hind leg was fixed at 10 &#x25; buffered formalin for radiological evaluation. All radiographs were taken with X-ray film (Kodak Diagnostic Film) using MBR-1505R (Hitachi Medical Corporation, Tokyo, Japan). Settings for radiography were 5 mA, 40 kV and 1 s exposure. Films were placed 60 cm below the X-ray source.</p></sec><sec><title>Assessment of arthritic damage through histology</title><p>Arthritic damage was also examined through histology. The knee joint was excised from the fixed hind leg, its skin and muscular parts were trimmed off and subjected to decalcification in 5 &#x25; nitric acid for 7-10 days, processed for paraffin embedding, sectioned at 8 &#x3BC; followed by staining with hematoxylin-eosin and studied using light microscopy.</p></sec><sec><title>Biochemical analysis &#x5B;Determination of in vivo enzymatic activity and lipid peroxidation&#x5D; </title><p>The activity of antioxidant enzymes SOD (superoxide dismutase), CAT (catalase), GPx (glutathione peroxidase) and LP (lipid peroxidation) were measured in joint tissue of CIA rats and control rats by applying the procedure of Singh et al. (2000[<xref ref-type="bibr" rid="R48">48</xref>]). The LP was estimated in joint tissue of CIA rats and control rats by the method of Ohkawa et al. (1979[<xref ref-type="bibr" rid="R35">35</xref>]).</p></sec><sec><title>Preparation of joint tissue homogenate for the determination of in vivo enzymatic activity and lipid peroxidation</title><p>For the preparation of joint tissue homogenate, the joint tissues were removed, rinsed quickly in cold saline solution and homogenized in 0.05 M Tris-HCl buffer (<italic>p</italic>H &#x3D;7.4) to yield a 5 &#x25; (w&#x2F;v) homogenate. The homogenate was centrifuged at 1000 g for 10 min. The resulting supernatant was transferred into pre-cooled centrifugation tubes and centrifuged at 12,000 g for 30 min. The supernatant (containing the cytosolic fraction) was diluted appropriately followed by the removal of residual lipid layers. It was then used to estimate the total cytosolic SOD, CAT, GPx and LP. The homogenate was stored at -80&#xB0;C till biochemical analysis.</p></sec><sec><title>Determination of SOD, GPx and CAT activity </title><p>The activity of total cytosolic SOD, GPx and CAT enzymes in joint tissue homogenate were determined and expressed as units&#x2F;mg protein (Singh et al., 2000[<xref ref-type="bibr" rid="R48">48</xref>]).</p><p><inline-graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-i-002" ></inline-graphic></p></sec><sec><title>Estimation of LP</title><p>Thiobarbituric acid-reactive substance (TBARS), an index of lipid peroxidation in joint tissue homogenate was estimated by the method of Ohkawa et al. (1979[<xref ref-type="bibr" rid="R35">35</xref>]). The amount of TBARS was determined spectrophotometrically at 532 nm and expressed as nanomoles of malondialdehyde (MDA)&#x2F;mg protein. Tetramethoxypropane (TMP) was used as a standard.</p></sec><sec><title>Measurement of cytokines in joints</title><p>Cytokine measurements were also performed on joints of all the experimental rats. For this purpose, whole joints were powdered with liquid nitrogen by using a pestle-mortar. Powdered tissue was weighed and homogenized (1:5 w&#x2F;v) in 0.02 M Tris-HCl buffer ( <italic>p</italic>H &#x3D;7.4) containing 20 mM MgCl<sub>2</sub>, 1 mM PMSF, 10 &#x3BC;g leupeptin and aprotinin, 1 mM ATP, 5 mM EDTA, 50 mM DTT and 3 &#x3BC;l protease inhibitor cocktail per 10 ml buffer. Homogenate was first centrifuged at 4000 rpm, 4&#xB0;C for 15 min to remove the debris and bony portions. The collected supernatant was further centrifuged at 16,000 rpm for 15 min and the resultant clear supernatant was aliquoted and stored at -80 &#xB0;C for estimation of cytokines. Concentrations of plasma and joint cytokines, TNF-&#x3B1;, IL1- &#x3B2; and IL-6 were measured by indirect ELISA.</p><p>Plates (Nunc) were coated with 10 &#x3BC;g proteins&#x2F;well diluted in carbonate buffer at 37 &#xB0;C for 1-2 h. The plates were washed thrice with PBST (0.2 &#x25; Tween 20 in 1X PBS) and blocked using blocking buffer (1 &#x25; skimmed milk in 1X PBS) for 1 h at 37&#xB0;C. After washing, 100 &#x3BC;l&#x2F;well anti-rat polyclonal antibodies against TNF-&#x3B1;, IL1-&#x3B2; and IL-6 were added and incubated at 37 &#xB0;C for 1 h. This was followed by washing the wells and then 100 &#x3BC;l&#x2F;well (1:1000 diluted) anti-rabbit HRP labelled IgG secondary antibody was added. After incubation followed by washing, developing buffer (10 mg&#x2F;ml orthophenylene diamine dissolved in 150 mM citrate-phosphate buffer, <italic>p</italic>H 5.6 with 30 &#x25; H<sub>2</sub>O<sub>2</sub>) was added. The plates were incubated for 5-10 min at RT (room temperature), the reaction was stopped with the stop solution (2 N H<sub>2</sub>SO<sub>4</sub>) and the plate was read at 490 nm using Spectra Max Plus from Molecular Devices using the SoftMax-Pro software. Bovine serum albumin, at a concentration of 5 &#x3BC;g&#x2F;ml (100 &#x3BC;l&#x2F;well) was included as a negative control in each assay performed and the wells incubated with coating buffer instead of plasma were used as the blank.</p><p>The concentration of cytokines was expressed in pg&#x2F;ml. Each sample was measured in triplicates and values were derived from the calibration curve.</p></sec><sec><title>Perchloric acid extraction of joint tissue</title><p>Aqueous metabolites were extracted from joint tissue of the CIA and control rats by the method of perchloric acid extraction, as described previously (Srivastava et al., 2008[<xref ref-type="bibr" rid="R50">50</xref>]). After completing the extraction, the sample was lyophilized. All samples were re-dissolved in 0.5 ml deuterated water (pH &#x3D; 7.0) and taken in 5 mm NMR tube (Wilmad no. 528, USA). The <sup>1</sup>H-NMR experiments were performed on a Bruker Avance 400 MHz spectrometer (Bruker Biospin, Zurich, Switzerland) at 25 &#xB0;C temperature. </p></sec><sec><title><sup>1</sup>H NMR spectroscopy parameters</title><p>One-dimensional proton NMR experiments, using single pulse sequence were performed. Spectral width used was 8000 Hz with time domain data points of 32 K. Flip angle of the radio frequency pulse was 90&#xB0; with a complete relaxation delay of 7 seconds (relaxation delay plus acquisition time) to ensure complete recovery of magnetization to the equilibrium between the scans. Typically, 128 scans were accumulated for each sample and the resultant data were Fourier transformed after multiplying by exponential window function using a line broadening of 0.34 Hz. Sealed and reusable glass capillary with a known concentration of TSP &#x5B;3-(trimethylsilyl) propionic-2, 2, 3, 3-d4 acid, sodium salt&#x5D; in D<sub>2</sub>O was used as a standard reference. The NMR spectra of all the samples were recorded under uniform conditions.</p></sec><sec><title>Assignment of the metabolites in the perchloric acid extraction of joint tissue</title><p>Assignments of the metabolites in the perchloric acid extract of joint tissue of CIA rats as well as control rats were completed with the help of two-dimensional (2D) double quantum filtered correlation spectroscopy (DQF-COSY) experiment. The assignments were confirmed by literature (Zhong et al., 2012[<xref ref-type="bibr" rid="R64">64</xref>]; Shao et al., 2014[<xref ref-type="bibr" rid="R43">43</xref>]; Atherton et al., 2006[<xref ref-type="bibr" rid="R2">2</xref>]; Hwang et al., 2010[<xref ref-type="bibr" rid="R21">21</xref>]; Sharma et al, 2003[<xref ref-type="bibr" rid="R45">45</xref>][<xref ref-type="bibr" rid="R46">46</xref>]). Spectra of standard components were recorded individually as well as in a mixture with an appropriate concentration. Protons of amino acids are <italic>p</italic>H sensitive, the resonances from glutamate, glutamine and alanine were confirmed by recording the spectra of these compounds in the <italic>p</italic>H range 7-9. The N<sup>&#x2B;</sup>(CH<sub>3</sub>)<sub>3</sub> resonances of GPC (Glycerophosphocholine) and carnitine were identified by carrying out the experiment on the mixture of these two compounds.  </p></sec><sec><title>Quantification of metabolites</title><p>Quantification of metabolites was performed by using a computer program, which is devised for such purposes and also used in the previous studies (Srivastava et al., 2008[<xref ref-type="bibr" rid="R50">50</xref>], 2014[<xref ref-type="bibr" rid="R51">51</xref>]). Metabolite concentrations were calculated in the mmol&#x2F;mg weight of the joint tissue.</p></sec><sec><title>Statistical analysis</title><p>The mean level of selected metabolites in the perchloric acid extraction of the joint tissue of the CIA rats and control rats was compared by student &#x201C;t&#x201D; test for two independent groups. The <italic>p</italic>-value less than 0.05 was considered to be significant. Correlation and DFA (discriminant function analysis) were also performed. The data management and analysis were carried out using statistical software SPSS version 15.0.</p></sec></sec>
    <sec sec-type="results">
      <title>Results</title><sec><title>Parameters for establishment of arthritis in rats (CIA rats)</title><p>The outcome of characteristic parameters of CIA rats as compared to control rats are described in the following way:</p></sec><sec><title>Severity of CIA in Wistar rats</title><p>Collagen induced arthritis was developed in the experimental rats immunized with type II collagen as shown in Figure 1(A)<xref ref-type="fig" rid="F1">(Fig. 1)</xref>. Clinical presentation of arthritis (mild periarticular erythema and edema) exposed by the redness and swelling of the joints first appeared in the hind paws approximately 10 days post challenge. Progression of disease was enhanced in frequency and severity in a time-dependent manner and maintained a plateau of the peak of CIA response from day 15-30 (mean AI of 125.01) &#x5B;Figure 1(B)<xref ref-type="fig" rid="F1">(Fig. 1)</xref>&#x5D;. There was no enlargement appearing in hind paw diameter over time. Hind paw swelling and erythema also presented a time-dependent enhancement in severity with maximum arthritis scores of &#x7E;8 observed between days 12 and 30 in rats immunized with CII &#x5B;Figure 1(C)<xref ref-type="fig" rid="F1">(Fig. 1)</xref>&#x5D;. There was no macroscopic confirmation of the hind paw swelling and erythema in the control rats.</p></sec><sec><title>Change in body weight</title><p>The body weight of all the experimental rats was recorded for every 4<sup>th</sup> day during the whole duration of the experiment. The onset stage of arthritis was connected with severe body weight loss that continued till the end of experimental duration, i.e., day 30 in the CIA rats &#x5B;Figure 1(D)<xref ref-type="fig" rid="F1">(Fig. 1)</xref>&#x5D;. Control rats showed a gradual increase in their body weight with respect to time.</p></sec><sec><title>Radiographic and histopathological analysis</title><p>Radiographic analysis of the hind paws from CIA rats presented soft tissue swelling, bone matrix resorption and joint space narrowing on day 30 of the experiment &#x5B;Figure 2(A)<xref ref-type="fig" rid="F2">(Fig. 2)</xref>&#x5D;. There was no radiographical evidence of arthritic features in the control rats. After finishing the experiment on day 30, histological evaluation of the joints of arthritic animals presented a distinct characteristic feature of severe arthritis like synovial hyperplasia, massive mixed infiltration (neutrophils, macrophages and lymphocytes) &#x5B;Figure 2(B)<xref ref-type="fig" rid="F2">(Fig. 2)</xref>&#x5D; along with articular cartilage and bone erosion. There was no proof of arthritic features of inflammation and tissue destruction in the joints of control rats. </p></sec><sec><title>Estimation of LP</title><p>Level of lipid peroxidation was found to be higher in CIA rats as compared to control rats &#x5B;Figure 3(A)<xref ref-type="fig" rid="F3">(Fig. 3)</xref>&#x5D;. The lipid peroxide levels were increased by 2.84 fold (p &#x3C; 0.0001) in the joints of CIA rats as compared to control rats. The results showed that the joints were much affected and are vulnerable to peroxidation due to increased oxidative stress in the CIA.</p></sec><sec><title>Estimation of enzyme activity</title><p>SOD, GPx and CAT activities were determined in the joints of CIA rats and control rats &#x5B;Figure 3(B-D)<xref ref-type="fig" rid="F3">(Fig. 3)</xref>&#x5D;. SOD, GPx and CAT activities were found to be higher (p &#x3C; 0.0001) in the CIA rats as compared to the control rats. CAT showed the maximum increase of 2.87 fold in the arthritic rat joints followed by rising of 2.22 and 1.65 fold in the activity of SOD and GPx, respectively.</p></sec><sec><title>Measurement of cytokines in joints</title><p>Levels of TNF-&#x3B1;, IL-1&#x3B2; and IL-6 were found to be higher (p &#x3C; 0.0001) in joint tissue of CIA rats as compared to control rats (Figure 4<xref ref-type="fig" rid="F4">(Fig. 4)</xref>).</p></sec><sec><title>Assignment of metabolites in the perchloric acid extraction of the joint tissue</title><p>Assignments of various metabolites in the perchloric acid extract of the joint tissue of the CIA rats as well as control rats were represented in the Figure 5<xref ref-type="fig" rid="F5">(Fig. 5)</xref>.</p></sec><sec><title>Quantification of metabolites in the perchloric acid extraction of the joint tissue</title><p>Quantification of BCA (Branched chain amino acids: valine, leucine and isoleucine), lactate, alanine, acetate, carnitine, choline, GPC and creatinine was performed in the perchloric acid extract of joint tissue of CIA rats as well as control rats. Level of acetate was reduced in CIA rats as compared to control rats, but independent sample &#x201C;t&#x201D; test showed no significant difference (<italic>p </italic>&#x3D; 0.78). Similarly, carnitine level was also reduced in CIA rats as compared to control rats, but the statistically significant difference is not observed (<italic>p </italic>&#x3D; 0.54). Lactate, alanine, BCA and creatinine levels were higher in CIA rats as compared to control rats. There is a significant difference observed between lactate (<italic>p </italic>&#x3D; 0.004), alanine (<italic>p </italic>&#x3D; 0.025), BCA (<italic>p </italic>&#x3D; 0.006) and creatinine levels (<italic>p </italic>&#x3D; 0.023). Level of choline and GPC were reduced in CIA rats as compared to control rats. Choline (<italic>p </italic>&#x3D; 0.038) and GPC (<italic>p </italic>&#x3D; 0.009) were statistically significant in CIA rats as compared to control rats. Statistical analysis represented the quantitative difference for metabolites in CIA rats as compared to control rats (Figure 6<xref ref-type="fig" rid="F6">(Fig. 6)</xref>).</p><p>Correlation in between alanine and lactate was poor (Pearson correlation &#x3D; 0.34) for CIA rats, but no correlation was observed in control rats. The coefficient of correlation in between carnitine and BCA was somehow better (Pearson correlation &#x3D; 0.44) than alanine to lactate correlation for CIA rats. Correlation in between choline and GPC was good and negative (Pearson correlation &#x3D; -0.63) for CIA rats as well as for control rats (Pearson correlation &#x3D; -0.79).</p><p>DFA analysis was performed for the discrimination or classification (100 &#x25;) of CIA rats and control rats on the basis of two parameters (choline and GPC). The weightage for choline and GPC was 142.18 and 25.92, respectively. Constant value for the DFA equation was -4.755 and cut off value was zero.</p></sec></sec>
    <sec sec-type="discussion">
      <title>Discussion</title><p>All the earlier reports only described the metabolites of serum&#x2F;plasma, synovial fluid and urine of patients with RA or animal model of RA (Young et al., 2013[<xref ref-type="bibr" rid="R60">60</xref>]; Sitton et al., 1987[<xref ref-type="bibr" rid="R49">49</xref>]; Ding et al., 2014[<xref ref-type="bibr" rid="R11">11</xref>]; Zhang et al., 2014[<xref ref-type="bibr" rid="R63">63</xref>]; Yue et al., 2013[<xref ref-type="bibr" rid="R62">62</xref>]). There were no reports with reference to the metabolites of joint tissue of the animal model of RA. Qualitative and quantitative analysis of metabolites is collectively considered as metabolic fingerprinting of the joint tissue of CIA rat as compared to control rat. The metabolic fingerprinting of joint tissue of CIA rats as compared to control rats is presented. Proton NMR spectroscopy based metabolomics analyses were utilized to explore the metabolic differences between the CIA rats and control rats.</p><p>BCA (Branched chain amino acids: valine, leucine and isoleucine) are significantly higher in the CIA rats as compared to the control rats. Accumulation of free amino acids in plasma of patients with rheumatoid arthritis as compared to healthy subjects was already reported (Borden et al., 1950[<xref ref-type="bibr" rid="R3">3</xref>]). Rise in the level of BCA in plasma of patients with rheumatoid arthritis as compared to healthy control also existed in the literature (Trang et al., 1985[<xref ref-type="bibr" rid="R55">55</xref>]). Breaking of joint, muscle tissue protein observed during the inflammatory process. Inflammation induced damage in arthritic condition (St. Clair et al., 2004[<xref ref-type="bibr" rid="R52">52</xref>]) is responsible for the accumulation of BCA in joint tissue. BCA is playing a vital role in the generation and preservation of muscle tissue through protein synthesis (Casperson et al., 2012[<xref ref-type="bibr" rid="R5">5</xref>]; Qin et al., 2011[<xref ref-type="bibr" rid="R39">39</xref>]). In this regard, higher demands of it, in joint areas, which is further responsible for the mobilization of these amino acids via blood to the joint tissue. A hallmark of RA pathology is the remarkable increase of cellularity accompanied by angiogenesis in the synovial membrane. This reflects the increase of cellular recruitment from the circulation, and probably also an increased retention of cells in the synovial membrane (Henderson et al., 1995[<xref ref-type="bibr" rid="R19">19</xref>]). This event is also required free amino acids, i.e. BCA.</p><p>Carnitine level is decreased in CIA rats as compared to control rats, but does not show the significant difference and also showed the poor correlation with BCA. This indicates the somehow poor catabolism of branched chain fatty acids, because these are produced by transamination reactions of branched chain amino acids (Rajendram et al., 2015[<xref ref-type="bibr" rid="R40">40</xref>]; Meister, 2012[<xref ref-type="bibr" rid="R29">29</xref>]). Carnitine is an essential component of fat metabolism and performed the role to transport fatty acids into the mitochondria for degradation or catabolic process (Reavley, 1998[<xref ref-type="bibr" rid="R41">41</xref>]).  </p><p>Level of acetate also decreased in CIA rats, without showing the significant difference as compared to control rats, but it supported the decreased level of catabolism of fatty acids in joint tissue of CIA rats because the ultimate product of the fatty acids is acetate (Nath, 2007[<xref ref-type="bibr" rid="R31">31</xref>]). </p><p>Lactate and alanine are significantly higher in joint tissue of CIA rats as compared to control rats. Rise in lactate level is an indicator of inflammation and enhancement of the rate of anaerobic glucose catabolism (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>][<xref ref-type="bibr" rid="R33">33</xref>]) in joint tissue of CIA rats. A higher level of lactate also found in synovial fluid and serum of patients with RA (Naughton et al., 1993[<xref ref-type="bibr" rid="R33">33</xref>][<xref ref-type="bibr" rid="R34">34</xref>]). LDH (Lactate dehydrogenase) activity was also higher in the joint tissue of CIA rats (Sharma et al., 2011[<xref ref-type="bibr" rid="R44">44</xref>]). In this way, the hypoxic and acidic conditions are developed in the synovium of joint tissue of CIA rat (Naughton et al., 1993[<xref ref-type="bibr" rid="R32">32</xref>][<xref ref-type="bibr" rid="R33">33</xref>]). The higher amount of accumulated lactate is converted into alanine via transamination process (Meister, 2012[<xref ref-type="bibr" rid="R29">29</xref>]). Alanine is also required during angiogenesis process of joint tissue (Henderson et al., 1995[<xref ref-type="bibr" rid="R19">19</xref>]) and taken from blood. These events are responsible for the rising of alanine in joint tissue of CIA rats.</p><p>Level of choline and GPC are reduced in joint tissue of CIA rats as compared to control rats. These two components are completely discriminating the CIA rats as compared to control rats in DFA analysis. Choline and GPC are catabolic product of phosphatidylcholine. Under the process of catabolism, the phosphatidylcholine is converted into GPC and then choline (Vance, 1989[<xref ref-type="bibr" rid="R57">57</xref>]). Negative and good correlation between choline and GPC in joint tissue of the CIA rats and control rats showed the catabolism of phosphatidylcholine. The rate of catabolism of phosphatidylcholine is decreased in CIA rat as compared to control rat because the Pearson correlation (-0.63) for CIA rats is less as compared to control rats (Pearson correlation &#x3D; -0.79). Various studies have shown that the amount of phospholipids increases in joint tissue (Yue et al., 2013[<xref ref-type="bibr" rid="R62">62</xref>]; Hawthorne and Ansell, 1982[<xref ref-type="bibr" rid="R18">18</xref>]; Lazarevic et al., 1992[<xref ref-type="bibr" rid="R26">26</xref>]; Vijayakumar et al., 2005[<xref ref-type="bibr" rid="R58">58</xref>]; Weljie et al., 2007[<xref ref-type="bibr" rid="R59">59</xref>]; Pasupathi et al., 2009[<xref ref-type="bibr" rid="R37">37</xref>]; Park et al., 1999[<xref ref-type="bibr" rid="R36">36</xref>]), which further supported the decline in the level of choline and GPC. Choline is utilized for the synthesis of phosphatidylcholine (Vance, 1989[<xref ref-type="bibr" rid="R57">57</xref>]). Phosphatidylcholine is most important phospholipids and required for the synthesis of cell membrane (Hawthorne and Ansell, 1982[<xref ref-type="bibr" rid="R18">18</xref>]). This phosphatidylcholine may be utilized for the regenerative process in CIA rats.</p><p>Creatinine is significantly increased in the joint tissue of CIA rats as compared to control rats. Phosphocreatine is an important component of muscle energy metabolism (Conway and Clark, 1996[<xref ref-type="bibr" rid="R8">8</xref>]; Tortora and Derrickson, 2011[<xref ref-type="bibr" rid="R54">54</xref>]). Both creatine and creatine phosphate get converted into creatinine by a non-enzymatic, irreversible and spontaneous reaction (Talwar and Srivastava, 2006[<xref ref-type="bibr" rid="R53">53</xref>]). Damage of joint muscle is a critical event in CIA rats (Henderson et al., 1995[<xref ref-type="bibr" rid="R19">19</xref>]) and may be most of the creatine phosphate converted into creatine, which is further converted into creatinine (Talwar and Srivastava, 2006[<xref ref-type="bibr" rid="R53">53</xref>]). The higher amount of creatine is accumulated in the joint tissue. Creatinine is a waste product and excreted in urine (Talwar and Srivastava, 2006[<xref ref-type="bibr" rid="R53">53</xref>]). Creatinuria is a pathological condition found in patients with rheumatoid arthritis and osteoarthritis (Dawson and Salt, 1952[<xref ref-type="bibr" rid="R10">10</xref>]), which is also, supporting the higher level of creatinine in joint tissue.  </p></sec>
    <sec sec-type="conclusions">
      <title>Conclusion</title><p>In conclusion, the metabolic profile of CIA rats as compared to control rats reflects inflammatory activity and inflammation-induced damage. These metabolites selectively separated the CIA condition as compared to control stage and also suggest that the underlying inflammatory processes drive significant changes in metabolism in CIA rats. It may give an additional approach to the mechanism of inflammation in arthritis to explain to some extent. The outcome of this study may be useful for the development of advanced diagnostic methods and therapy for RA.</p></sec>
    <sec>
      <title>Notes</title><p>Shikha Sharma and Rajkumar Sharma contributed equally as second author.</p></sec>
    <sec>
      <title>Acknowledgements</title><p>Authors are thankful to the University Grant Commision (Dr. DS Kothari Fellowship), Government of India, New Delhi for providing the financial assistance to complete this research work &#x5B;UGC grant number: No.F.4-2&#x2F;2006 (BSR)&#x2F;13-194&#x2F; 2008 (BSR)&#x5D;.</p></sec>
    <sec>
      <title>Conflict of interest</title><p>The authors declare that there is no conflict of interest in any form related to the research work.</p></sec>
    <sec>
      <title>Compliance with ethical requirements</title><p>All experimental protocols were approved by the Committee for the Purpose of Control and Supervision of Experimental Animals (CPCSEA) and the Institutional Animal Ethical Committee (IAEC) of Jawaharlal Nehru University, New Delhi, India. </p></sec>
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    <fig id="F1" position="float">
      <label>Figure 1</label>
      <caption><title>Representative photographs of (A) hind paws of control and CIA rats, effect of immunization with type II collagen on arthritis progression as measured through, (B) arthritis index, (C) arthritis score and (D) change in body weight &#x5B;values are represented as mean &#x2B; SD of 5 animals per group, &#x2A;&#x2A;&#x2A;p &#x3C; 0.0001&#x5D;.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-001" />
    </fig>
    <fig id="F2" position="float">
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      <caption><title>(A) Comparative radiographical representation of the hind limbs (showing the tibiotarsal and tibiofemoral joints with circles) of control and CIA rats. No pathological changes were observed in the tibiotarsal joints of control rats; CIA rats suffered from bone resorption and joint narrowing, (B) Comparative representation of histological photographs (hematoxylin and eosin stained slides) of knee joints of control and CIA rats. The circles indicate, smooth and monolayer synovial cell lining of control rats, hyperplastic synovial cells, erosion, and disruption of synovial lining in CIA group.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-002" />
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    <fig id="F3" position="float">
      <label>Figure 3</label>
      <caption><title>Comparative graphical representation of (A) LP (Lipid peroxidation) estimation, and activity of antioxidant enzymes (B) SOD, (C) CAT, (D) GPx in joints of control and CIA rats &#x5B;values are represented as mean &#x2B; SD of 5 animals per group, &#x2A;&#x2A;&#x2A;p &#x3C; 0.0001&#x5D;.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-003" />
    </fig>
    <fig id="F4" position="float">
      <label>Figure 4</label>
      <caption><title>Comparative graphical representation of the cytokine level (TNF-&#x3B1;, IL-1&#x3B2; and IL-6) measurement of joint tissue of control and CIA rats &#x5B;values are represented as mean &#x2B; SD of 5 animals per group, &#x2A;&#x2A;&#x2A;p &#x3C; 0.0001&#x5D;.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-004" />
    </fig>
    <fig id="F5" position="float">
      <label>Figure 5</label>
      <caption><title><sup>1</sup>H NMR spectrum of aqueous extract (perchloric acid) of joint tissue of CIA as well as control rat with assigned metabolites (&#x24; &#x3D; unassigned component and TSP &#x3D; reference).</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-005" />
    </fig>
    <fig id="F6" position="float">
      <label>Figure 6</label>
      <caption><title>Quantitative comparison of selected metabolites (GPC, choline, carnitine, acetate, alanine, lactate and BCA) in between CIA and control rats &#x5B;Concentration are expressed (mean &#x2B; SD) in mM&#x2F; mg; Statistical significant difference: &#x2A;p &#x3C; 0.05, &#x2A;&#x2A;p &#x3C; 0.005&#x5D;.</title></caption>
      <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="EXCLI-17-257-g-006" />
    </fig>
  </floats-wrap>
</article>