Mycobacterial Hsp65 potentially cross-reacts with autoantibodies of diabetes sera and also induces...

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2932 Mol. BioSyst., 2013, 9, 2932--2941 This journal is c The Royal Society of Chemistry 2013 Cite this: Mol. BioSyst., 2013, 9, 2932 Mycobacterial Hsp65 potentially cross-reacts with autoantibodies of diabetes sera and also induces (in vitro) cytokine responses relevant to diabetes mellitusPittu Sandhya Rani, a Banaganapalli Babajan, a Nikhil K. Tulsian, a Mahabubunnisa Begum, b Ashutosh Kumar a and Niyaz Ahmed* ac Diabetes mellitus is a multifactorial disease and its incidence is increasing worldwide. Among the two types of diabetes, type-2 accounts for about 90% of all diabetic cases, whereas type-1 or juvenile diabetes is less prevalent and presents with humoral immune responses against some of the autoantigens. We attempted to test whether the sera of type-1 diabetes patients cross-react with mycobacterial heat shock protein 65 (Hsp65) due to postulated epitope homologies between mycobacterial Hsp65 and an important autoantigen of type-1 diabetes, glutamic acid decarboxylase-65 (GAD65). In our study, we used either recombinant mycobacterial Hsp65 protein or synthetic peptides corresponding to some of the potential epitopes of mycobacterial Hsp65 that are shared with GAD65 or human Hsp60, and a control peptide sourced from mycobacterial Hsp65 which is not shared with GAD65, Hsp60 and other autoantigens of type-1 diabetes. The indirect ELISA results indicated that both type-1 diabetes and type-2 diabetes sera cross-react with conserved mycobacterial Hsp65 peptides and recombinant mycobacterial Hsp65 protein but do not do so with the control peptide. Our results suggest that cross-reactivity of mycobacterial Hsp65 with autoantibodies of diabetes sera could be due to the presence of significantly conserved peptides between mycobacterial Hsp65 and human Hsp60 rather than between mycobacterial Hsp65 and GAD65. The treatment of human peripheral blood mononuclear cells (PBMCs) with recombinant mycobacterial Hsp65 protein or the synthetic peptides resulted in a significant increase in the secretion of cytokines such as IL-1b, IL-8, IL-6, TNF-a and IL-10. Taken together, these findings point towards a dual role for mycobacterial Hsp65: in inducing autoimmunity and in inflammation, the two cardinal features of diabetes mellitus. 1. Introduction Mycobacterium avium subsp. paratuberculosis (MAP) is an obligate pathogen linked to Johne’s disease in ruminants and is char- acterised by chronic inflammation of intestines. 1 This zoonotic bacterium is also described as a probable causative agent of a similar inflammatory condition of the gut in humans known as Crohn’s disease. 2 MAP exists in two forms, bacillary and sphaero- plast; the latter facilitates its survival during pasteurization and chlorination. 1,3,4 Furthermore, infant nutrition studies point to the possibility that early exposure to cow’s milk might lead to increased risk of type-1 diabetes mellitus (T1DM). 5,6 As the number of diabetes cases around the world shoot up, India is fast emerging as the ‘diabetes capital of the world’. 7 The International Diabetes Federation in 2006 has projected around 40.9 million people to be diabetic and this figure is expected to rise to 69.9 million by 2025. 8 T1DM/juvenile diabetes is char- acterized by the humoral response directed against human autoantigens such as GAD65, insulin, insulinoma associated protein, Znt8 and Hsp60. 7,9 Furthermore, it has been indicated that multiple factors such as genetic susceptibility, microbial infections, lifestyle related factors and environmental toxins act cumulatively/individually as triggers of T1DM or type-2 diabetes mellitus (T2DM). 9,10 Recent studies have indicated that T1DM patient’s sera can cross-react with mycobacterial Hsp65, possibly because of epitope homology between the mycobacterial Hsp65 and human GAD65. 9,11 Epitope homology between mycobacterial a Pathogen Biology Laboratory, Department of Biotechnology and Bioinformatics, University of Hyderabad, Hyderabad, India. E-mail: [email protected] b Department of Biochemistry, Deccan College of Medical Sciences and Allied Hospitals, Hyderabad, India c Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia † Electronic supplementary information (ESI) available: Fig. S1–S3 and Tables S1 and S2. See DOI: 10.1039/c3mb70307j Received 26th July 2013, Accepted 29th August 2013 DOI: 10.1039/c3mb70307j www.rsc.org/molecularbiosystems Molecular BioSystems PAPER Published on 30 August 2013. Downloaded by University of Hyderabad on 02/06/2014 12:24:28. View Article Online View Journal | View Issue

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2932 Mol. BioSyst., 2013, 9, 2932--2941 This journal is c The Royal Society of Chemistry 2013

Cite this: Mol. BioSyst.,2013,9, 2932

Mycobacterial Hsp65 potentially cross-reacts withautoantibodies of diabetes sera and also induces(in vitro) cytokine responses relevant to diabetesmellitus†

Pittu Sandhya Rani,a Banaganapalli Babajan,a Nikhil K. Tulsian,a

Mahabubunnisa Begum,b Ashutosh Kumara and Niyaz Ahmed*ac

Diabetes mellitus is a multifactorial disease and its incidence is increasing worldwide. Among the two

types of diabetes, type-2 accounts for about 90% of all diabetic cases, whereas type-1 or juvenile diabetes

is less prevalent and presents with humoral immune responses against some of the autoantigens. We

attempted to test whether the sera of type-1 diabetes patients cross-react with mycobacterial heat shock

protein 65 (Hsp65) due to postulated epitope homologies between mycobacterial Hsp65 and an

important autoantigen of type-1 diabetes, glutamic acid decarboxylase-65 (GAD65). In our study, we used

either recombinant mycobacterial Hsp65 protein or synthetic peptides corresponding to some of the

potential epitopes of mycobacterial Hsp65 that are shared with GAD65 or human Hsp60, and a control

peptide sourced from mycobacterial Hsp65 which is not shared with GAD65, Hsp60 and other

autoantigens of type-1 diabetes. The indirect ELISA results indicated that both type-1 diabetes and type-2

diabetes sera cross-react with conserved mycobacterial Hsp65 peptides and recombinant mycobacterial

Hsp65 protein but do not do so with the control peptide. Our results suggest that cross-reactivity of

mycobacterial Hsp65 with autoantibodies of diabetes sera could be due to the presence of significantly

conserved peptides between mycobacterial Hsp65 and human Hsp60 rather than between mycobacterial

Hsp65 and GAD65. The treatment of human peripheral blood mononuclear cells (PBMCs) with

recombinant mycobacterial Hsp65 protein or the synthetic peptides resulted in a significant increase in

the secretion of cytokines such as IL-1b, IL-8, IL-6, TNF-a and IL-10. Taken together, these findings point

towards a dual role for mycobacterial Hsp65: in inducing autoimmunity and in inflammation, the two

cardinal features of diabetes mellitus.

1. Introduction

Mycobacterium avium subsp. paratuberculosis (MAP) is an obligatepathogen linked to Johne’s disease in ruminants and is char-acterised by chronic inflammation of intestines.1 This zoonoticbacterium is also described as a probable causative agent of asimilar inflammatory condition of the gut in humans known asCrohn’s disease.2 MAP exists in two forms, bacillary and sphaero-plast; the latter facilitates its survival during pasteurization andchlorination.1,3,4 Furthermore, infant nutrition studies point to

the possibility that early exposure to cow’s milk might lead toincreased risk of type-1 diabetes mellitus (T1DM).5,6 As thenumber of diabetes cases around the world shoot up, India isfast emerging as the ‘diabetes capital of the world’.7 TheInternational Diabetes Federation in 2006 has projected around40.9 million people to be diabetic and this figure is expected torise to 69.9 million by 2025.8 T1DM/juvenile diabetes is char-acterized by the humoral response directed against humanautoantigens such as GAD65, insulin, insulinoma associatedprotein, Znt8 and Hsp60.7,9 Furthermore, it has been indicatedthat multiple factors such as genetic susceptibility, microbialinfections, lifestyle related factors and environmental toxins actcumulatively/individually as triggers of T1DM or type-2 diabetesmellitus (T2DM).9,10 Recent studies have indicated that T1DMpatient’s sera can cross-react with mycobacterial Hsp65, possiblybecause of epitope homology between the mycobacterial Hsp65and human GAD65.9,11 Epitope homology between mycobacterial

a Pathogen Biology Laboratory, Department of Biotechnology and Bioinformatics,

University of Hyderabad, Hyderabad, India. E-mail: [email protected] Department of Biochemistry, Deccan College of Medical Sciences and

Allied Hospitals, Hyderabad, Indiac Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia

† Electronic supplementary information (ESI) available: Fig. S1–S3 and Tables S1and S2. See DOI: 10.1039/c3mb70307j

Received 26th July 2013,Accepted 29th August 2013

DOI: 10.1039/c3mb70307j

www.rsc.org/molecularbiosystems

MolecularBioSystems

PAPER

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Hsp65 and GAD65 (molecular mimicry) is considered as one ofthe mechanistic processes that lead to T1DM in geneticallysusceptible individuals.11,12 Hsps are highly conserved andconstitutively expressed proteins that are found in all prokaryotesand eukaryotes and function as molecular chaperones to preventthe aggregation and misfolding of partially folded protein inter-mediates.13,14 It has been indicated that under pathologicalconditions such as necrotic cell death, Hsps are released to theextracellular environment. They then act as pro-inflammatorymediators and/or antigenic carriers and induce cross-presentationof antigens to sensitized Th and CTL cells.15 Autoantibodiesand T-cells reactive to Hsps have been identified in patientswith numerous autoimmune diseases such as rheumatoidarthritis, systemic lupus erythematosus (SLE), T1DM and multiplesclerosis.16–18 The role of mycobacterial Hsp70 in the stimulationof autoantibody production in SLE has been described.19 Giventhese observations, it is important to dissect further the mecha-nisms of cross-reactivity and to identify specific motifs involved inT1DM. In this study, we attempted to unravel the role of epitopehomology between mycobacterial Hsp65, GAD65 and humanHsp60, and to determine the innate immune response of myco-bacterial Hsp65. We used the peptide stretches of MAP Hsp65 thatare shared with human GAD65 and/or Hsp60 together with a non-conserved peptide (without any homology with human GAD65or other human antigens of T1DM, such as human Hsp60).Our observations explain that epitope homology (molecularmimicry) between the mycobacterial Hsp65 and the hostautoantigen, human Hsp60, might constitute an importantmechanism behind the cross-reactivity of diabetes sera withmycobacterial Hsp65. Further, we found mycobacterial Hsp65and its synthetic peptides to be involved in the stimulation ofproinflammatory and anti-inflammatory cytokine responsesrelevant to diabetes mellitus.

2. Materials and methods2.1 Study population and clinical presentation

Our patient group comprised a total of 66 individuals of eithersex (22 healthy, 22 T1DM and 22 T2DM). The diabetic indivi-duals were classified and identified as T1DM or T2DM based onestablished clinical criteria and were negative for Mycobacteriumtuberculosis (Mtb) infection by routine diagnosis. 5 ml of bloodwas collected from each subject and the sera obtained werestored at �80 1C for ELISA. For isolation of human peripheralblood mononuclear cells (PBMCs), approximately 10 ml of bloodwas taken from three healthy individuals. Written informedconsent was obtained from all subjects and the study wasapproved by ethics committees of the participating hospital(s)and institutes.

2.2 T-coffee analysis, homology modeling and SAS analysis

The protein sequence of MAP Hsp65 (gi|438181|) was comparedwith the sequence of human autoproteins (against which thehumoral response was observed in T1DM sera) namely GAD65(gi|1352216|), human Hsp60 (gi|129379|), insulin (gi|386828|),insulinoma associated protein-2 (gi|145309322|) and Znt8

(gi|190358866|) using the online T-coffee multiple sequencealignment tool (EMBL-EBI). Five peptides were identified andselected for the study. The synthetic linear peptides weresynthesized at Vimta Labs Limited, India. The HPLC analysesof peptides indicated a purity of 96–99%. The amino acidsequences of MAP Hsp65, GAD65 and human Hsp60 weresubmitted to I-TASSER (iterative threading assembly refine-ment algorithm), a 3D protein structure prediction tool,20 inorder to predict the full length 3D structure of the protein. Therough models generated from I-TASSER were subjected toenergy minimization with the help of the steepest descenttechnique using the GROMOS96 force field21 for the eliminationof bad contacts in the protein. The energy minimized models werefurther evaluated by checking their stereo-chemical quality usingPROCHECK server.22 Molecular visualization and superposepredications were carried out using PyMOL.23 To analyse thesolvent accessibility surface area (SAS) of 14 peptides (repre-senting MAP Hsp65, GAD65 and human Hsp60), we used theNetSurfP web based tool.24

2.3 Purification of recombinant mycobacterial Hsp65

The protein sequences of Hsp65 from the Mtb strain H37Rv andMAP Hsp65 revealed 98% similarity (data not shown). Theplasmid construct for the expression of Mtb Hsp65 was obtainedfrom Shekhar Mande (CDFD, Hyderabad). Luria-Bertani brothwas inoculated with overnight grown cultures of BL-21 cellsexpressing recombinant Mtb Hsp65 and placed in a shakingincubator at 37 1C until an OD600 of 0.5 was reached. The culturewas then induced with 1 mM IPTG (isopropyl-b-D-1-thiogalacto-pyranoside, Sigma) and incubated at 37 1C for 4 h in a shakingincubator. The culture was then pelleted at 3200 � g for 10 min.The pellet was suspended in re-suspension buffer (50 mM Tris,150 mM NaCl, 15 mM imidazole, 0.3% sarcosyl and 1 mMPMSF). After sonication, the cell lysate was centrifuged at10 000 � g for 30 min at 4 1C. The supernatant was collectedand loaded on Ni2+-NTA beads in the column. After passage ofthe flowthrough, the column was washed with wash buffer(50 mM Tris, 500 mM NaCl, 30 mM imidazole). His-taggedprotein was eluted using elution buffer (50 mM Tris, 500 mMNaCl, 100 mM imidazole). The purified protein was then dialysedin 1� PBS buffer. After concentrating the protein using Amicons

ultracentrifugation filters (Millipore), the protein concentrationwas determined by Bradford’s method. The protein aliquots werethen stored at �80 1C. The purified protein was treated withpolymyxin B (Sigma) to neutralize the effect of any endotoxincontamination as described previously.25

2.4 Indirect ELISA using recombinant mycobacterial Hsp65protein and MAP Hsp65 peptides

The wells of the ELISA plates (Axygen, India) were individuallycoated with the purified recombinant Mtb Hsp65 protein (Fig. S1,ESI†) and MAP Hsp65 peptides (conserved and non-conserved) ofapproximately 500 ng concentration in bicarbonate buffer. Theplates were incubated at 4 1C overnight. The plates were thenwashed thrice with 1� PBST (1� PBS with 0.05% Tween 20). Theuncoated sites of the wells were blocked with 1% bovine serum

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albumin (BSA, Sigma) in 1� PBS for 2 h by incubating the platesat 37 1C. Each plate was washed thrice with 1� PBST. The 1 : 50diluted sera samples (healthy, T1DM, T2DM) were added, asappropriate, to each corresponding well and incubated for 1 hat 37 1C. After incubation, the plates were washed thrice with1� PBST and 1 : 15 000 diluted anti-IgG human conjugatedperoxidase antibody (Sigma) was added and incubated for 1 hat 37 1C. The plates were then washed thrice with 1� PBST andonce with 1� PBS. The plates were developed with OPD(o-phenylenediamine, Sigma, USA) and H2O2 in citrate buffer.The reaction was stopped with 2 N H2SO4. The intensity of thecolour so developed was read at 490 nm using an ELISA reader(Infinite M200, TECAN).

2.5 Cytokine analysis of culture supernatants of humanPBMCs

Human PBMCs were isolated from heparinised blood of healthyindividuals using the Ficoll-Hypaque (HiSepTM LSM, Himedia,India) method of Boyum.26 A total of about 0.5 million PBMCsper ml of complete RPMI1640 (Hyclone, USA) media supplemen-ted with 10% foetal bovine serum (FBS, Hyclone) were treatedwith different concentrations (1 mg, 5 mg, 10 mg) of recombinantMtb Hsp65 protein and 0.5 mg of LPS (E. coli, Sigma). The culturesupernatants were collected at 24 and 48 h respectively andstored at �80 1C until the cytokine analysis was performed.Separate aliquots of about 0.5 million PBMCs per ml of completeRPMI1640 media supplemented with 10% FBS were treatedindividually with four conserved peptides (each separately)and a non-conserved peptide, all representing MAP Hsp65(at different concentrations: 1 mg, 5 mg, 10 mg), and 0.1 mg ofLPS, in separate wells. The culture supernatants were collectedat 24 h and stored at �80 1C until cytokine analysis was carriedout. The concentrations of cytokines IL-1b, IL-6, IL-8, IL-10 andTNF-a in culture supernatants were measured using the BDCBA Flex kit (BD Biosciences, USA) on a BD FACS Canto II flowcytometer by plotting the standard curve for each cytokineusing FCAP array software (Soft Flow/BD Biosciences).

2.6 Statistical analysis

The ELISA data were analyzed by Mann–Whitney’s U test or theWilcoxon rank sum test. We preferred Mann–Whitney’s U testwhen compared to Student’s t-test because of its robustnessand also because the samples in our study were of the same sizein all the three categories. The level of significance was deter-mined by p value. The plotting of ELISA graphs and calculationof median values, values of U and level of significance were allcarried out using online GraphPad Prism software. The Uvalues of each test are presented in a table (Table S1, ESI†).The p value o 0.05 was considered significant, indicating thatthe median value of the two groups significantly differs fromeach other. Statistical analysis and plotting of graphs for thelevel of cytokine secretion by human PBMCs on treatment withMtb Hsp65 protein in the culture supernatants was carried outby using GraphPad Prism software. The plotting of graphs forthe level of cytokine secretion by human PBMCs on treatmentwith MAP Hsp65 peptides was performed by using Sigma plot.

The mean and standard deviation were calculated for eachexperiment conducted in triplicate. Two tailed Student’s t-testwas considered significant if p values were o0.05; the p valuewas calculated using online GraphPad Prism software.

3. Results and discussion3.1 Molecular structure prediction and selection ofimmunogenic peptides representing MAP Hsp65

In T1DM patients, a greater level of antibodies (humoralresponse) was observed against human autoprotein GAD65.T-coffee analysis of MAP Hsp65 and human GAD65 revealed45% identity and the analysis led to the identification of fourconserved peptides from MAP Hsp65 (amino acid stretches thatare highlighted in red in Fig. S2, ESI†):

peptide1 (ELEDPYEKIGAELVKEVAKK),peptide2 (DQIAATAAISAGDQS),peptide3 (LAKLAGGVAVIKAGAATEVELKERKHRI),peptide4 (AVEEGIVAGGGVALLHAIPALD).To unravel the role of epitope homology between MAP Hsp65

and GAD65, it was significant to identify a non-conserved peptideof MAP Hsp65 that doesn’t cross-react with GAD65 and with anyother autoproteins of T1DM. The T-coffee analysis was performedfor MAP Hsp65 as compared to other autoproteins of T1DM suchas human Hsp60, insulin, insulinoma associated protein-2 andZnt-8. The T-coffee analysis of MAP Hsp65 and human Hsp60indicated 97% identity; MAP Hsp65 and insulin indicated 62%identity; MAP Hsp65 and insulinoma associated protein indicated52% identity; and MAP Hsp65 and Znt-8 indicated 51% identity. AsMAP Hsp65 and human Hsp60 have greater % identity, a non-conserved peptide of MAP Hsp65, from T-coffee analysis of humanHsp60 and MAP Hsp65, the peptide5 (VGLSLESADI), was identi-fied (Fig. S3, ESI†). The peptide5 was further checked for over-lapping amino acid stretches in the protein sequence of GAD65,Znt-8, insulin and insulinoma associated protein and it wasconfirmed that peptide5 was indeed non-conserved with respectto the autoantigens of T1DM (Table S2, ESI†). The PDB structuresearch analysis of MAP Hsp65, GAD65 and human Hsp60 revealedthat these sequences have corresponding templates with morethan 92% sequence identity. Even though the sequences hadenough identities to build a homology model, some of theimportant protein segments in MAP Hsp65, GAD65 and humanHsp60 were missing. For this reason, we reconstructed 3D modelsof MAP Hsp65, GAD65 and human Hsp60 by using I-TASSER webserver. A total of five structures each were predicted for each of theabove proteins. Only best structures were selected (Fig. S4, ESI†)based on the maximum C-score, TM-score and RMSD value(Table 1) and these values were found to be in correct topologywith respect to reference values.27 After energy minimization of the3D models of MAP Hsp65, GAD65 and human Hsp60, the stereo-chemical quality of the structures was validated by submitting thePDB files to PROCHECK server. The results of PROCHECK analysisindicated that a relatively low percentage of residues have phi/psiangles in the disallowed regions suggesting the acceptability ofRamachandran plots for the proteins.28 The percentage of residuesin the allowed/core region were found to be 98.9, 99.2 and 98.8%

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and those in the disallowed region were found to be 1.1, 0.8 and1.2% for MAP Hsp65, GAD65 and human Hsp60, respectively(Fig. S5 and Table S4, ESI†).

Localization of peptides on the 3D structures of MAP Hsp65and GAD65 is indicated in Fig. 1. Further, localization of peptidesafter superimposition of 3D structures of MAP Hsp65 and humanHsp60 is presented in Fig. 2. The SAS was calculated using theNetSurfP web tool for individual residues of the 14 test peptidesrepresenting MAP Hsp65, GAD65 and human Hsp60. NetSurfPZ-scores enabled identification of the most reliable/unreliablepredictions for both buried and exposed amino acids (Table S3,ESI†). As shown in Table 2, MAP Hsp65 peptide1 showed 42.1%of exposed residues and its overlapping peptide in GAD65showed more than 89% of exposed residues in its structure.Conserved peptides 2, 3 and 4 of MAP Hsp65–GAD65 revealedapproximately equal ratios of buried and exposed residues. Thenon-conserved peptide of MAP Hsp65–human Hsp60 showed70% and 80% of exposed residues respectively. Studies haveindicated humoral immune response to human Hsp60 in bothT1DM and T2DM individuals. Human Hsp60 is a mitochondrialstress protein that is induced during mitochondrial impairment.

Though Hsp60 is an intracellular protein, its elevated levels havebeen found in the systemic circulation of T2DM patients. Theexact mechanism of secretion of Hsp60 into the biological fluidsof T2DM individuals is not yet known.29

3.2 Cross-reactivity of diabetes sera with mycobacterial Hsp65protein and MAP Hsp65 peptides

The indirect ELISA results indicated that recombinant MtbHsp65 protein and conserved MAP Hsp65 peptides can cross-react with both T1DM and T2DM sera when compared to serafrom healthy controls. T1DM is an autoimmune disease withantibodies produced against autoantigens such as GAD65,Znt-8, insulin, insulinoma associated protein and human Hsp60.Although T2DM is not an autoimmune disease, antibody responsewas previously reported against human Hsp60 in T2DM as well.29

Given that MAP Hsp65 is 97% identical to human Hsp60, wecould observe T2DM sera reacting with Mtb Hsp65 protein andconserved peptides of the same.

Further, assay with the non-conserved peptide of MAPHsp65 (peptide5) indicated no significant median differencebetween the healthy control, T1DM and T2DM sera (Fig. 3).It appears that the mycobacterial Hsp65 cross-reacts withautoantibodies in T1DM and T2DM sera due to overlappingpeptides that mimic the epitopes of the host proteins, GAD65and/or human Hsp60.

In a related study,30 the peptide3 sequence (LAKLAGGVAVI-KAGAATEVELKERKHRI) was observed to bind to I-Ag7 (mouseMHC) with high affinity and induce enhanced proliferation ofT-cells. However, the peptide4 sequence (AVEEGIVAGGGVALL-HAIPALD) was indicated to bind to I-Ag7 with less affinity andinduce lower proliferation of T-cells.30 Our results corroboratewith this report and suggest that the above two peptides might beacting as T-cell and B-cell epitopes. The peptide5 (VGLSLESADI),although having surface probability, could not cross-react withT1DM or T2DM sera due to the lack of conserved/overlappingmotifs in comparison to autoantigens of T1DM and T2DM.

Table 1 Evaluation data of 3D protein models as gleaned from I-TASSER

S. no. Protein C-scorea TM-scoreb RMSDcNo. ofdecoys

No. ofclustersd

1 MAP Hsp65 0.99 0.85 � 0.08 5.3 � 3.4 Å 2261 0.39252 GAD65 1.16 0.57 � 0.15 10.4 � 4.6 Å 1047 0.07063 Human

Hsp600.85 0.83 � 0.08 5.8 � 3.6 Å 2237 0.3436

a Confidence score (C-score) for estimating the quality of predictedmodels typically in the range of [�5, 2]. b Template Modeling score(TM-score) measures the structural similarity between two structures;TM-score > 0.5 indicates a model of correct topology and a TM-score o0.17 conveys random similarity. c Heavy atoms root-mean-square devia-tion (RMSD) with respect to the experimental structure. d Number ofstructure decoys (low temperature replicas) at a unit of space in theSPICKER cluster.

Fig. 1 Identification of conserved peptides of MAP Hsp65 and GAD65. The conserved peptides are represented in different colours: peptides of MAP Hsp65 areshown in yellow and peptides entailing GAD65 are shown in cyan.

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A previous study indicated association of mycobacterial Hsp65with rheumatoid arthritis.31 It was shown that the peptidesequence of M. bovis Hsp65 spanning amino acids 180–188 actsas a major T-cell epitope for adjuvant arthritis; however, this T-cellepitope was unable to cross-react with sera of rheumatoid arthritispatients suggesting that this peptide is not recognized as a B-cellepitope.31 Further, Hsps are conserved proteins and Hsps homo-logous to mycobacterial Hsp65 might as well occur in manybacteria. The observed cross-reactivity of T1DM and T2DM sera

with Mtb Hsp65 protein and MAP Hsp65 conserved peptidescould be mostly due to the presence of autoantibodies ratherthan antibodies produced against any other bacterial Hsps. This isbecause no such cross-reactivity was observed in healthy controls.

3.3 Pro- and anti-inflammatory cytokine profiles ofhuman PBMCs

The cytokine analysis of culture supernatants of human PBMCsupon treatment with recombinant Mtb Hsp65 protein indicated

Fig. 2 Superimposition of the predicted structures of MAP Hsp65 (cyan) and human Hsp60 (green). The structures are completely aligned at their identical sequencesexcept at non-conserved regions as shown in the zoom view. The conserved MAP Hsp65 peptides are represented in yellow, conserved human Hsp60 peptides inbrown, non-conserved MAP Hsp65 peptides in blue and non-conserved human Hsp60 peptides in red.

Table 2 NetSurfP prediction results for % solvent accessibility of the residues of MAP Hsp65, GAD65 and human Hsp60 peptides

Protein DomainPeptidenumber Peptide sequence

Buriedresidues (%)

Exposedresidues (%)

MAP Hsp65 Conserved domains 1 ELEDPYEKIGAELVKEVAKK 57.9 42.12 DQIAATAAISAGDQS 46.6 53.43 LAKLAGGVAVIKAGAATEVELKERKHRI 71.5 28.54 AVEEGIVAGGGVALLHAIPALD 72.7 27.3

Non-conserved domain 5 VGLSLESADI 30 70

GAD65 Conserved domains 1 DAEKPAESGGSQPPRAAARK 10.5 89.52 CQTTLKYAIKTGHPR 66.6 33.43 LMWRAKGTTGFEAHVDKCLELAEYLYNI 67.8 32.24 MVFDGKPQHTNVCFWYIPPSLR 72.7 27.3

Human Hsp60 Conserved domains 1 DLKDKYKNIGAKLVQDVANN 55 452 EEIAQVATISANGDKE 43.75 56.253 LAKLSDGVAVLKVGGTSDVEVNEKKDRV 67.8 32.24 AVEEGIVLGGGCALLRCIPALD 77.3 22.7

Non-conserved domain 5 LTNLEDVQP 20 80

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increased secretion of cytokines IL-1b, IL-8, IL-6, IL-10 andTNF-a in a dose and time dependent manner, and in a dosedependent manner, when treated with MAP Hsp65 peptides(Fig. 4 and 5).

The non-conserved peptide (peptide5), although not cross-reacting with T1DM or T2DM sera samples as compared to theconserved peptides, could significantly induce cytokine responses.This suggests that this non-conserved peptide could be a potentialepitope involved in innate immune response even if it is notconserved with respect to human Hsp60 or to any other autoantigenof T1DM. IL-1b, IL-6, IL-8, and TNF-a are pro-inflammatorycytokines and IL-10 is an anti-inflammatory cytokine. It has been

suggested by another study that the pro- and anti-inflammatorycytokines and their signalling pathways play a key role inprotection during mycobacterial pathogenesis and their balancelikely determines the clinical outcome.32

In our previous study,33 we analyzed the cytokines secretedby human PBMCs upon treatment with whole cell lysates ofMAP; the results indicated increased secretion of IL-1b, TNF-a,IL-8, IL-6 and IL-10. In this study, we sought to analyze theprofiles of cytokines secreted upon treatment with Mtb Hsp65protein and peptides from MAP Hsp65. When we consider thetwo studies together, we observe an increased level of secretionof IL-6, IL-8 and IL-10 by human PBMCs on treatment with

Fig. 3 Indirect ELISA assay with recombinant Mtb Hsp65 protein and MAP Hsp65 peptides. The ELISA analysis of healthy, T1DM and T2DM sera against therecombinant Mtb Hsp65 protein and conserved peptides of MAP Hsp65 revealed significant serum antibody profiles suggestive of cross-reactivity of mycobacterialHsp65 with GAD65 and/or human Hsp60 (autoproteins), but no significant antibody response with the non-conserved peptide (peptide5) of MAP Hsp65 wasobserved, indicating the absence of cross-reactivity. Data of the assay are indicated as OD at 490 nm for each group and the median value of each group is representedby a bold horizontal line.

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Mtb Hsp65 protein when compared to treatment with MAPlysate. Further, the level of cytokines secreted by human PBMCson treatment with MAP Hsp65 peptides was low when com-pared to treatment with recombinant Mtb Hsp65; this may bebecause the peptides are less immunogenic when compared towhole protein. Moreover, studies from another group identifiedthat monocytes isolated directly from the blood of T1DM indivi-duals spontaneously secrete pro-inflammatory cytokines such asIL-1b and IL-6 thereby inducing the expansion of Th17 cells thatare mostly involved in the development of autoimmune diseases.34

Furthermore, studies have also indicated increased levels ofIL-8 in both T1DM and T2DM individuals.35 The in vivo studiesusing non-obese diabetic (NOD) mice have shown that pancreaticIL-10 induces autoimmune diabetes via an ICAM dependentpathway.36 Another study reported induction of insulin resistanceby TNF-a and IL-6.37 Taken together, our cytokine profiling ofpeptides/epitopes points to the understanding that mycobacterialHsp65 has antigenic peptides that could bind/interact withimmune cells and induce secretion of cytokines. Given this, theMAP infection appears to be an important, putative aetiological

Fig. 4 Cytokine analysis of culture supernatants of human PBMCs upon treatment with recombinant Mtb Hsp65. Multiplex cytokine bead array analysis was carriedout for culture supernatants of human PBMCs treated with different concentrations of recombinant Mtb Hsp65 protein. The data indicated increased secretion ofIL-1b, IL-6, IL-8, IL-10 and TNF-a in a dose and time dependent manner. The Student’s t-test of the cytokine concentrations as observed in three individual experimentsentailing untreated (added 1� PBS; the solvent used for dialyzing the protein) control in comparison with the supernatants of the cells treated with differentconcentrations of recombinant Mtb Hsp65 and LPS (positive control) revealed p o 0.05 indicating statistically significant difference between the untreated andtreatment groups when recorded at 24 and 48 h.

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factor in the pathogenesis of diabetes mellitus wherein theMAP antigens such as Hsp65 can accelerate autoimmunedestruction or cytotoxicity of pancreatic islet cells11 and therebyhasten the clinical progression of T1DM. In T2DM, however,the exact role of MAP antigens will be discerned only based onfuture mechanistic evidence.

4. Epitope homology from a system’sperspective

Recent studies have suggested the role of mycobacterial pathogensin diabetes mellitus, wherein epitope homologies of pancreaticantigens and mycobacterial proteins are proposed as underlying

triggers of type-1 diabetes9,11,38 that operate through elusivemechanisms. Advancing this hypothesis further on, we demon-strate that the obviously conserved regions of some of the humanautoproteins (Hsp60/GAD65) and mycobacterial Hsp65 could con-stitute critical hotspots of cross-reactivity of mycobacterial antigenswith diabetes sera. Taking the example of above proteins, weespoused a detailed scenario entailing all such components thatparticipate in the initiation and progression of autoimmunesignalling leading to diabetes mellitus (Fig. 6). This scenario mightas well hold true for all other possible cross-reacting microbialproteins described earlier and their human homologues (such asMAP3865c cross-reacting with ZnT8 antigen).38 Hsps are conservedintracellular proteins that are released to the extracellular spaceduring mycobacterial infections. Further, human Hsp60 is also

Fig. 5 Cytokine analysis of culture supernatants of human PBMCs upon treatment with MAP Hsp65 peptides. The culture supernatants of human PBMCs treated withdifferent concentrations of MAP Hsp65 peptides and LPS were assayed using the multiplex cytokine bead array kit. The assay indicated increased secretion of IL-1b,IL-6, IL-8, IL-10 and TNF-a in a dose dependent manner at 24 h. Student’s t test analysis of the cytokine concentrations observed in three independent experimentsrevealed p o 0.05; this indicated a significant increase in the secretion of cytokines upon treatment with different concentrations of individual peptides of MAP Hsp65and LPS (positive control) in comparison to untreated cells (added 1� PBS; the solvent used for solubilizing the peptides).

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released due to unknown mechanisms in both diseased andhealthy individuals. When these cryptic proteins are accumulated,they could be cross-presented to the immune cells resulting inautoimmunity. Our study based on patient sera samples partlyexplains the above espousal. More concrete proof of molecularmimicry at the base of diabetes could emerge from future studiesby developing monoclonal antibodies against the cross-reactingpeptides and harnessing suitable animal models. Until then,molecular cross-reactivity as deduced from our work could beconsidered as a plausible mechanism of (autoimmune) diabetesin genetically susceptible hosts. Having this said, future efforts areindeed required because autoimmune diseases are complex in

nature and the molecular basis of diabetes mellitus as a multi-factorial disease with several interacting factors cannot beexplained from the analysis of any single component. There-fore, autoimmunity as a putative mechanism of diabetes fromthe perspective of mycobacterial triggers has to be studiedthrough a holistic approach that combines the systems levelunderstanding of mycobacterial infections and diabetes whilealso integrating their systems epidemiology.39 Given this, westrongly believe that our observations in identifying the putativemechanism of molecular mimicry (epitope homology) of Hsp65(which is conserved in most organisms) and human Hsp60,based on computational, clinical and immunological data,

Fig. 6 Overview of the proposed molecular pathology of T1DM with special reference to epitope homology and consequent molecular mimicry: during infection,MAP is endocytosed by the intestinal macrophages and the antigenic peptides presented to the immune cells via class I and class II MHC molecules. The conserved andnon-conserved peptides originating from MAP Hsp65 could be presented to immune cells (TH and Tc cells). The activated immune cells secrete cytokines leading to animmune response and inducing differentiation of B-cells to plasma cells that secrete antibodies (Ab). The immune cells and antibodies specific to the conservedpeptides of Hsp65 cross-react with the autoantigens of pancreas due to shared epitope homologies with human autoproteins (GAD65 and human Hsp60) possiblyleading to cytotoxicity (right lower panel). On the other hand, the immune cells and antibodies triggered or activated by the non-conserved peptide will not be able tocross-react with the autoproteins due to the lack of shared sequences/epitope homology (left lower panel). All the conserved peptides and the corresponding immunecells and antibodies triggered by them are colored in teal while the non-conserved peptides and the corresponding elements are depicted in red.

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constitute some of the baseline components of the ‘system’comprising molecular pathways that lead to autoimmunity. Outof these components and pathways, a few would potentiallyserve as interventional targets to achieve reduction of circulatingautoantibodies thereby mitigating the impact of diabetes in agiven patient.

Acknowledgements

Our profuse thanks are due to Prof. Leonardo Sechi for his helpand discussion during the planning and progress of this study.We would like to acknowledge help from Vynika Goud andM. Abid Hussain during the collection of sera samples. Workin Ahmed lab is funded by grants from the Department ofBiotechnology (DBT) and the Council for Scientific and Indus-trial Research (OSDD program) of the Indian Government.NA is an Academy Professor of the Academy of Scientific andInnovative Research (AcSIR), New Delhi, India.

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