Abstract
Standard classification of glomerular diseases is based on histopathologic abnormalities. The recent application of proteomic technologies has resulted in paradigm changes in the understanding and classification of idiopathic membranous nephropathy and membranoproliferative glomerulonephritis. Those examples provide evidence that proteomics will lead to advances in understanding of the molecular basis of other glomerular diseases, such as lupus nephritis. Proof of principle experiments show that proteomics can be applied to patient renal biopsy specimens. This viewpoint summarizes the advances in immune-mediated glomerular diseases that have relied on proteomics, and potential future applications are discussed.
Keywords: glomerulonephritis, autoimmunity, immune complex, antigen identification
Primary and secondary glomerular diseases are the third leading cause of end stage renal failure requiring dialysis. Beginning with the widespread use of percutaneous renal biopsy in the 1960s, classification of glomerular diseases has been based on the pathologic features found on light, immunofluorescence, and electron microscopy. Diagnosis, prognosis, and treatment continue to be based on the histologic pattern of injury. Unfortunately, a similar glomerular pattern of injury can be triggered by a number of causative agents. Thus, diseases with the same histology, but different pathogenesis and prognosis, frequently receive the same therapy. Thus, it is not surprising that even successful treatments improve prognosis in only about 50% of patients. Identifying patients who will benefit from treatment continues to be a clinical challenge. Within the last decade, application of proteomic approaches has initiated a paradigm shift in the understanding of a number of glomerular diseases, including reclassification of some diseases. This viewpoint summarizes some of the paradigm shifts that have been brought about by application of proteomic approaches to glomerular diseases, and we suggest that enhanced application of proteomics to clinical practice will improve care of patients with glomerular diseases.
The archetype of how proteomic analysis caused a paradigm shift in our understanding of a glomerular disease is membranous nephropathy (MN). This disease is a leading cause of the nephrotic syndrome in adults. The name derives from thickened glomerular basement membrane (GBM) on light and electron microscopic examination. The diagnostic pathologic features include staining for IgG and C3 in a finely granular peripheral glomerular capillary loop pattern by immunofluorescence microscopy and electron dense deposits along the subepithelial side of the GBM associated with formation of new basement membrane around the deposits on transmission electron microscopy. Those findings indicate that this disease is caused by immune complex deposition along the GBM. The outcome is variable, with one-third of patients having a spontaneous remission, one-third having sustained proteinuria without loss of renal function, and one-third showing progressive loss of renal function leading to end stage renal disease. Treatment of MN patients destined to progress to renal failure with corticosteroids and immunosuppressive drugs substantially improves their prognosis (1). Despite identification of a number of causes for MN, including the hepatitis B virus, malignancies, and certain drugs, the disease was classified as idiopathic in about 75% of patients. Thus, it is not surprising that identifying which patients to treat and what treatment regimen to use was a challenge, despite development of clinical guidelines (2).
The Heymann nephritis rat model of MN is induced by immunization with an extract of proximal tubule brush border and most closely recapitulates the human disease (3). Heymann nephritis was shown to be induced by development of antibodies against an antigen expressed on podocytes, resulting in in situ subepithelial immune complex formation. Activation of the terminal complement pathway produced podocyte injury and proteinuria (4). The Heymann nephritis antigen was identified as megalin, an LDL receptor family member (5). As megalin is not expressed on human podocytes, a two decade pursuit of the target antigen(s) in human idiopathic MN ensued. In 2009, Beck, Salant and colleagues reported the successful identification of a target antigen responsible for the majority of cases of idiopathic MN (6). The authors used mass spectrometry to identify the proteins contained in a 185 kDa band observed by Western blotting of normal human glomerular protein extracts with serum from patients with MN. Analysis of the 18 most highly expressed proteins for reactivity with patient sera determined that the M-type phospholipase A2 receptor 1 (PLA2R) was the target of circulating antibodies in about 70% of patients with idiopathic MN. Following that initial study, an explosion of work determined that 70%-80% of patients with primary MN have circulating anti-PLA2R antibodies primarily composed of IgG4, that PLA2R is expressed on podocytes but not on other glomerular cells, that glomerular immune complexes contain PLA2R, that single nucleotide polymorphisms on PLA2R1 and on HLA-DQA1 are associated with MN, that an immunologic remission (shown by reduction in anti-PLA2R levels) occurs prior to a clinical remission in proteinuria, and that anti-PLA2R levels predict the likelihood of a sustained response to therapy (7-16). Recently, a similar proteomic approach identified a second autoantibody target that occurs in about 5% of patients with MN, thrombospondin type 1 domain-containing 7a (17). Subsequent studies employing mass spectrometry identified autoantibodies to aldose reductase, superoxide dismutase-2, and α-enolase in the sera of patients with idiopathic MN (18,19). A follow-up study showed that those autoantibodies are less prevalent than, and typically co-exist with, anti-PLA2R (20). Thus, it was suggested that autoantibodies to those intracellular enzymes develop secondary to podocyte damage exposing those enzymes as neoantigens (3). The role of those secondary autoantibodies in disease activity remains to be determined.
The studies described above demonstrate that application of proteomic approaches to idiopathic MN (now termed Primary Membranous Nephropathy) have contributed to redefining that disease as an organ-limited autoimmune disease resulting from development of autoantibodies against antigen(s) expressed on podocytes. The presence of multiple antigen-antibody pairs in different patients, the presence of multiple autoantibodies in individual patients, and the strong association of anti-PLA2R-related MN with risk alleles on PLA2R1 and HLA-DQA1 suggests a complex pathogenesis that may represent a spectrum of diseases. A number of questions remain to be addressed, including how the autoimmune response is triggered, what is the role of IgG subclasses and complement in glomerular injury, how does binding of antibody to transmembrane proteins lead to immune complex formation, and does antibody binding to podocyte transmembrane proteins directly alter podocyte function. A number of clinically important observations have been made, including that anti-PLA2R IgG and/or IgG4 may be a sufficiently sensitive and specific biomarker to allow diagnosis without a renal biopsy (21), and elimination of anti-PLA2R (immunologic remission) prior to improvement in proteinuria (classical definition of remission) enhances the ability to monitor therapy. In May 2014 the EUROIMMUN US, Inc. anti-PLA2R IFA and ELISA blood tests received FDA approval for clinical use, and preliminary studies indicate those tests will be part of the routine workup for diagnosis and management of patients with the nephrotic syndrome (13, 22). Finally, mass spectrometry assisted in mapping the PLA2R epitope (23). That mapping may lead to personalized therapeutic approaches, such as antibody inhibition and immunoadsorption. The rapid development of clinical applications following identification of PLA2R autoantibodies in MN serves as an example of how proteomics can contribute to translational medicine.
Systemic lupus erythematosus (SLE) is an autoimmune disease to which proteomic approaches have been applied to identify targets of tissue-specific autoantibodies, including those that cause glomerular injury. The diagnosis of SLE leans heavily on demonstration of autoantibodies against nuclear antigens, including DNA and other components of chromatin (24). Approximately 50% of patients with SLE develop clinical evidence of glomerular disease called lupus nephritis (LN). The pathogenesis of LN involves glomerular deposition of immune complexes that induce injury through complement-mediated inflammation (25). Three major hypotheses have been proposed to explain glomerular immune complex deposition; deposition of circulating complexes, binding of autoantibodies to endogenous glomerular antigens, and binding of autoantibodies to antigens planted in the glomerulus.
There is evidence for and against the nephritogenic potential of antinuclear antibodies (26). A significant, longitudinal association of serum levels of anti-dsDNA and anti-nucleosome antibodies with proliferative LN has been reported (27,28). Analysis of autoantibodies deposited in glomeruli from patients or mice with LN showed enrichment of antibodies to dsDNA, chromatin, or other nuclear proteins (29,30), and nucleosomes or their components have been demonstrated to be contained in immune deposits (31). Supporting the concept that immune complexes form by binding of anti-nuclear antibodies to planted antigens, Fenton et al. (32) reported that injection of anti-dsDNA into mice failed to deposit in glomeruli unless chromatin was previously deposited. Evidence against the role of anti-nuclear autoantibodies includes the absence of LN in many SLE patients with high titers of anti-dsDNA. Additionally, anti-nuclear autoantibodies were present in only a minority of glomerular eluates from patient biopsies, and those antibodies accounted for less than 1% of the total immunoglobulin recovered from glomeruli (29). Waters et al. (33) used a mouse model to show that loss of tolerance to dsDNA and chromatin was not required for development of LN.
Evidence that anti-nuclear antibodies cross-react and bind to endogenous glomerular antigens relied heavily on proteomic techniques. Deocharan et al. (34) determined anti-DNA bound to mesangial cell lysates from MRL-lpr/lpr mice. The target of those antibodies was identified by mass spectrometry as α-actinin. Similarly, Yung et al (35) used mass spectrometry to show that anti-dsDNA antibody binding to human mesangial cells is mediated by crossreactivity with annexin II. Histone H1, but not α-actinin, was identified by ESI-MS as the target of anti-dsDNA autoantibodies eluted from glomeruli of (NZB × NZW)F1 mice (30).
The focus on the nephritogenic potential of anti-nuclear antibodies has diverted attention from a possible role for organ or tissue specific autoantibodies in the pathogenesis of LN. Mass spectrometry-based approaches offer an opportunity for non-biased identification of new targets for pathogenic autoantibodies. Katsumata et al. (36) recently illustrated this possibility by using mass spectrometry to identify three new autoantibodies against neuronal proteins in patients with lupus cerebritis. Zhen et al. (37) used glomerular proteome arrays containing a panel of proteins expressed in glomerular cells or GBM to show that sera from patients with LN commonly contained IgG with reactivity to glomerular proteins, as well as to dsDNA. Bruschi et al. (38) eluted antibody from laser-captured glomeruli obtained from LN kidney biopsy samples, and then immunoblotted with podocyte proteins that were separated by 2D gel electrophoresis. They identified 11 protein targets using LC-MS and MALDI-MS techniques and went on to validate α-enolase and annexin A1 as target antigens (38). Those studies suggest that efforts directed toward identifying organ- and tissue-specific autoantibodies in SLE and LN are needed.
The combination of glomerular isolation from renal biopsies by laser capture microdissection and mass spectrometry has the potential to extend the understanding of glomerulonephritis beyond traditional renal pathology. Satoskar et al (39) demonstrated the feasibility of that approach to human renal biopsies. Using glomeruli isolated from patients with normal kidneys, with diabetic nephropathy, with LN (class IV and V), and with fibronectin glomerulopathy, proteomic data was obtained from as few as 10 glomeruli per biopsy specimen. The application of that approach contributed to the recent reclassification of membranoproliferative glomerulonephritis (MPGN). Previously, MPGN was classified into three types, I, II, and III, based on the ultrastructural location of electron-dense deposits rather than disease pathogenesis (40). Deposits in type I MPGN are present in subendothelial and mesangial locations and type III in subendothelial and subepithelial locations. Type II MPGN highly electron dense deposits are primarily intramembranous. Sethi et al. used laser capture microdissection of biopsy specimens and LC-MS/MS to identify the proteins contained in glomerular deposits of patients with type II MPGN and other forms of MPGN in which C3 was the predominant stain on immunofluorescence microscopy (41,42). Those deposits contained increased alternative complement pathway proteins, highlighting the shared pathogenesis of those diseases. Combined with genetic and serologic studies, a new classification of MPGN was proposed based on pathogenesis rather than pathology. All forms of MPGN which contain dominant C3 are now categorized under the umbrella of “C3 glomerulopathies.” Type II MPGN continues to be called dense deposit disease and other forms of MPGN with dominant C3 are categorized as C3 glomerulonephritis. Patients with C3 glomerulonephritis and dense deposit disease now undergo an evaluation for complement pathway abnormalities. Enhanced understanding of pathogenesis will lead to new treatment strategies. There is no standard therapy and current treatments include a range of immunosuppressive regimens and plasmapheresis or plasma infusion which has had inconsistent success. Medications targeting the complement system, such as the terminal complement inhibitor eculizimab, may provide targeted therapy for those diseases.
Direct analysis of renal biopsy specimens by MALDI-MS (termed MALDI imaging MS) has been shown to be feasible (43,44). Xu et al. (45) combined laser capture microdissection of glomeruli from a rat model of focal glomerulosclerosis with direct protein profiling with MALDI-MS. Proteomic patterns distinguished normal versus nonsclerotic versus sclerotic glomeruli. A number of problems remain to be solved, including optimal sample preparation, poor reproducibility, and difficulty identifying high molecular weight, membrane, and low abundance proteins. Successful application of that approach could provide a sensitive and selective analysis of proteins in specific glomerular cells or immune complex deposits, while eliminating costly processing time.
The combination of laser capture microdissection and mass spectrometry has also been applied to amyloidosis. Amyloidosis is a systemic disease caused by extracellular deposition of insoluble proteins, including glomerular deposition resulting in proteinuria and loss of renal function. About 90% of cases are caused by deposition of one of three proteins, serum amyloid A, transthyretin, and lambda or kappa immunoglobulin light chains. Treatment depends on which protein is deposited, making accurate identification of the amyloid protein critically important. Histologic diagnosis of amyloidosis depends on demonstrating apple-green birefringent Congo red staining of paraffin sections and nonbranching fibrils 7.5 to 10 nm in diameter on electron microscopy. Subtyping is typically performed by immunohistochemistry, interpretation of which is complicated by high background staining. Sethi el al. (46) combined laser capture microdissection of glomeruli with liquid chromatography-tandem mass spectrometry to determine the amyloid type of 4 patients who could not be typed by standard methods. All 4 cases were found to have Ig heavy chain deposition with or without light chains. Vrana et al. (47) showed that mass spectrometry-based amyloid protein identification was a highly sensitive and specific tool for accurate identification of amyloid proteins. Thus, mass spectrometry is likely to become the accepted laboratory tool for identifying the amyloid protein, which is necessary for individualized treatment.
The examples provided above indicate the potential for proteomic approaches to assist in defining pathogenesis, improving diagnosis, and identifying therapies for human glomerular diseases. Proteomic methods may be able to identify urine and serum biomarkers of glomerular diseases (48). Those biomarkers could significantly reduce the need for renal biopsy for diagnosis. Additionally, biomarkers will be identified that define those patients who should be treated and provide measures of the effectiveness of treatment. Application of proteomic technologies directly to biopsy specimens has the potential to greatly expand the information available to clinicians and scientists related to etiology, pathogenesis, and disease activity. That information will allow glomerular diseases to be classified based specific etiology and pathogenesis rather than pathology. Ultimately, enhanced understanding of the molecular mechanisms of glomerular injury will lead to new research directions to identify more specific, less toxic therapies.
Acknowledgements
The authors were supported by grants from the National Institutes of Health AR-063124 (to D.W.P.), AI-103980 (to D.W.P. and K.R.M.), U01-DK085673, U01-DK096927 and UM1-DK100865 (to J.B.K); the Juvenile Diabetes Research Foundation 1-2011-588 (to D.W.P.); and the Department of Veterans Affairs (to K.R.M.).
Abbreviations
- MN
membranous nephropathy
- GBM
glomerular basement membrane
- PLA2R
M-type phospholipase A2 receptor 1
- SLE
systemic lupus erythematosus
- LN
lupus nephritis
- MPGN
membranoproliferative glomerulonephritis
Footnotes
The authors declare no conflict of interest.
References
- 1.Hofstra JM, Fervenza FC, Wetzels JF. Treatment of idiopathic membranous nephropathy. Nat. Rev. Nephrol. 2013;9:443–458. doi: 10.1038/nrneph.2013.125. [DOI] [PubMed] [Google Scholar]
- 2.Kidney Disease: Improving Global Outcomes (KDIGO) Glomerulonephritis Work Group KDIGO Clinical Practice Guideline for Glomerulonephritis. Kidney Int. Suppl. 2012;2:139–274. [Google Scholar]
- 3.Beck LH, Jr, Salant DJ. Membranous nephropathy: from models to man. J. Clin. Invest. 2014;124:2307–2314. doi: 10.1172/JCI72270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Cybulsky AV, Rennke HG, Feintzeig ID, et al. Complement-induced glomerular epithelial cell injury: the role of the membrane attack complex in rat membranous nephropathy. J. Clin. Invest. 1986;77:1096–1107. doi: 10.1172/JCI112408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Yamazaki H, Ullrich R, Exner M, et al. All four putative ligand-binding domains in megalin contain pathogenic epitopes capable of inducing passive Heymann nephritis. J. Am. Soc. Nephrol. 1998;9:1638–1644. doi: 10.1681/ASN.V991638. [DOI] [PubMed] [Google Scholar]
- 6.Beck LH, Jr., Bonegio RGB, Lambeau G, et al. M-type phospholipase A2 receptor as target antigen in idiopathic membranous nephrology. N. Engl. J. Med. 2009;361:11–21. doi: 10.1056/NEJMoa0810457. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Segarra-Medrano A, Jatem-Escalante E, Quiles-Perez MT, et al. Prevalence, diagnostic value and clinical characteristics associated with the presence of circulating levels and renal deposits of antibodies against the M-type phospholipase A2 receptor in idiopathic membranous nephropathy. Nefrologia. 2014;34:353–359. doi: 10.3265/Nefrologia.pre2013.Dec.12291. [DOI] [PubMed] [Google Scholar]
- 8.Hoxha E, Thiele I, Zahner G, et al. Phospholipase A2 receptor autoantibodies and clinical outcome in patients with primary membranous nephropathy. J. Am. Soc. Nephrol. 2014;25:1357–1366. doi: 10.1681/ASN.2013040430. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Huy SL, Wang D, Gou WJ, et al. Diagnostic value of phospholipase A2 receptor in idiopathic membranous nephropathy: a systematic review and meta-analysis. J. Nephrol. 2014;27:111–116. doi: 10.1007/s40620-014-0042-7. [DOI] [PubMed] [Google Scholar]
- 10.Stanescu HC, Arcos-Burkos M, Medlar A, et al. Risk HLA-DQA1 and PLA2R1 alleles in idiopathic membranous nephropathy. N. Engl. J. Med. 2011;364:616–626. doi: 10.1056/NEJMoa1009742. [DOI] [PubMed] [Google Scholar]
- 11.Lv J, Hou W, Zhou X, et al. Interaction between PLA2R1 and HLA-DQA1 variants associates with anti-PLA2R antibodies and membranous nephropathy. J. Am. Soc. Nephrol. 2013;24:1323–1329. doi: 10.1681/ASN.2012080771. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Kanigicherla D, Gummadova J, McKenzier EA, et al. Anti-PLA2R antibodies measure by ELSIA predict long-term outcome in a prevalent population of patients with idiopathic membranous nephropathy. Kidney Int. 2013;83:940–948. doi: 10.1038/ki.2012.486. [DOI] [PubMed] [Google Scholar]
- 13.Beck LH, Jr, Fervenza FC, Beck DM, et al. Rituximab-induced depletion of the anti-PLA2R autoantibodies predicts response in membranous nephropathy. J. Am. Soc. Nephrol. 2011;22:1543–1550. doi: 10.1681/ASN.2010111125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Larsen CP, Messias NC, Silva FG, et al. Determination of primary versus secondary membranous glomerulopathy utilizing phospholipase A2 receptor staining in renal biopsies. Mod. Pathol. 2013;26:709–715. doi: 10.1038/modpathol.2012.207. [DOI] [PubMed] [Google Scholar]
- 15.Cravedi P, Ruggenenti P, Remuzzi G. Circulating anti-PLA2R autoantibodies to monitor immunological activity in membranous nephropathy. J. Am. Soc. Nephrol. 2011;22:1400–1402. doi: 10.1681/ASN.2011060610. [DOI] [PubMed] [Google Scholar]
- 16.Qin W, Beck LH, Jr, Zeng C, et al. Anti-phospholipase A2 receptor antibody in membranous nephropathy. J. Am. Soc. Nephrol. 2011;22:1137–1143. doi: 10.1681/ASN.2010090967. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Tomas MN, Beck LH, Jr., Meyer-Schwesinger C, et al. Thrombospondin type-1 domain-containing 7A in idiopathic membranous nephropathy. N. Engl. J. Med. 2014;371:2277–2287. doi: 10.1056/NEJMoa1409354. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Prunotto M, Carnevali ML, Candian G, et al. Autoimmunity in membranous nephropathy targets aldose reductase and SOD2. J. Am. Soc. Nephrol. 2010;21:507–519. doi: 10.1681/ASN.2008121259. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Bruschi M, Carnevali ML, Murtas C, et al. Direct characterization of target podocyte antigens and auto-antibodies in human membranous glomerulonephritis: Alpha-enolase and borderline antigens. J. Proteomics. 2011;74:2008–2017. doi: 10.1016/j.jprot.2011.05.021. [DOI] [PubMed] [Google Scholar]
- 20.Murtas C, Bruschi M, Candiano G, et al. Coexistence of different circulating anti-podocyte antibodies in membranous nephropathy. Clin. J. Am. Soc. Nephrol. 2012;7:1394–1400. doi: 10.2215/CJN.02170312. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Glassock RJ. Antiphospholipase A2 receptor autoantibody guided diagnosis and treatment of membranous nephropathy: a new personalized medical approach. Clin. J. Am. Soc. Nephrol. 2014;9:1341–1343. doi: 10.2215/CJN.05880614. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Bech AP, Hofstra JM, Brenchley PE, et al. Association of anti-PLA2R antibodies with outcomes after immunosuppressive therapy in idiopathic membranous nephropathy. Clin. J. Am. Soc. Nephrol. 2014;9:1386–1392. doi: 10.2215/CJN.10471013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Fresquet M, Jowitt TA, Gummadova J, et al. Identification of a major epitope recognized by PLA2R autoantibodies in primary membranous nephropathy. J. Am. Soc. Nephrol. 2015;26:302–313. doi: 10.1681/ASN.2014050502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Petri M, Orbai AM, Alarcón GS, et al. Derivation and validation of the Systemic Lupus International Collaborating Clinics classification criteria for systemic lupus erythematosus. Arthritis Rheum. 2012;64:2677–2686. doi: 10.1002/art.34473. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Nowling TK, Gilkeson GS. Mechanisms of tissue injury in lupus nephritis. Arthritis Res Ther. 2011;13:250. doi: 10.1186/ar3528. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Seredkina N, van der Vlag J, Berden J, et al. Lupus nephritis: enigmas, conflicting models and an emerging concept. Mol. Med. 2013;19:161–169. doi: 10.2119/molmed.2013.00010. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Olson SW, Lee JJ, Prince LK, et al. Elevated subclinical double-stranded DNA antibodies and future proliferative lupus nephritis. Clin. J. Am. Soc. Nephrol. 2013;8:1702–1708. doi: 10.2215/CJN.01910213. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Manson JJ, Ma A, Rogers P, et al. Relationship between anti-dsDNA anti-nucleosome and anti-alpha-actinin antibodies and markers of renal disease in patients with lupus nephritis: a prospective longitudinal study. Arthritis Res. Ther. 2009;11:R154. doi: 10.1186/ar2831. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Mannik M, Merrill CE, Stamps LD, et al. Multiple autoantibodies form the glomerular immune deposits in patients with systemic lupus erythematosus. J. Rheumatol. 2003;30:1495–1504. [PubMed] [Google Scholar]
- 30.Kalaaji M, Sturfelt G, Mjelle JE, et al. Critical comparative analyses of anti-α-actinin and glomerulus-bound antibodies in human and murine lupus nephritis. Arthritis Rheum. 2006;54:914–926. doi: 10.1002/art.21622. [DOI] [PubMed] [Google Scholar]
- 31.van Bruggen MCJ, Kramers C, Walgreen B, et al. Nucleosomes and histones are present in glomerular deposits in human lupus nephritis. Nephrol. Dial. Transplant. 1997;12:57–66. doi: 10.1093/ndt/12.1.57. [DOI] [PubMed] [Google Scholar]
- 32.Fenton KA, Tommeras B, Marion TN, et al. Pure anti-dsDNA mAbs need chromatin structures to promote glomerular mesangial deposits in BALB/c mice. Autoimmunity. 2010;43:179–188. doi: 10.3109/08916930903305633. [DOI] [PubMed] [Google Scholar]
- 33.Waters ST, McDuffie M, Bagavant H, et al. Breaking tolerance to double stranded DNA, nucleosome, and other nuclear antigens is not required for the pathogenesis of lupus glomerulonephritis. J. Exp. Med. 2004;199:255–264. doi: 10.1084/jem.20031519. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Deocharan B, Qing X, Lichauca J, et al. α-actinin is a cross-reactive renal target of pathogenic anti-DNA antibodies. J. Immunol. 2002;168:3072–3078. doi: 10.4049/jimmunol.168.6.3072. [DOI] [PubMed] [Google Scholar]
- 35.Yung S, Cheung KF, Zhang Q, et al. Anti-dsDNA antibodies bind to mesangial annexin II in lupus nephritis. J. Am. Soc. Nephrol. 2010;21:1912–1927. doi: 10.1681/ASN.2009080805. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Katsumata Y, Kawaguchi Y, Baba S, et al. Identification of three new autoantibodies associated with systemic lupus erythematosus using two proteomic approaches. Mol. Cell. Proteomics. 2011;10 doi: 10.1074/mcp.M110.005330. 10:1074/mcp.M110.005330, 2011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Zhen QL, Xie C, Wu T, et al. Identification of autoantibody clusters that best predict lupus disease activity using glomerular proteome arrays. J. Clin. Invest. 2005;115:3428–3439. doi: 10.1172/JCI23587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Bruschi M, Sinico RA, Moroni G, et al. Glomerular autoimmune multicomponents of human lupus nephritis in vivo: α-enolase and annexin AI. J. Am. Soc. Nephrol. 2014 Nov 14;:pii. doi: 10.1681/ASN.2013090987. ASN.2014050493, [Epub ahead of print] [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Satoskar AA, Sharpiro JP, Bott CN, et al. Characterization of glomerular diseases using proteomic analysis of laser capture microdissected glomeruli. Modern Pathol. 2012;25:709–721. doi: 10.1038/modpathol.2011.205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Bomback AS, Appel GB. Pathogenesis of the C3 glomerulopathies and reclassification of MPGN. Nat. Rev. Nephrol. 2012;8:634–642. doi: 10.1038/nrneph.2012.213. [DOI] [PubMed] [Google Scholar]
- 41.Sethi S, Gamez JD, Vrana JA, et al. Glomeruli of dense deposit disease contain components of the alternative and terminal complement pathway. Kidney Int. 2009;75:952–960. doi: 10.1038/ki.2008.657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Sethi S, Fervenza FC, Zhang Y, et al. C3 glomerulonephritis: clinicopathological findings, complement abnormalities, glomerular proteomic profile, treatment, and follow-up. Kidney Int. 2012;82:465–473. doi: 10.1038/ki.2012.212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Herring KD, Oppenheimer SR, Caprioli RM. Direct tissue analysis by MALDI MS: application to kidney biology. Semin. Nephrol. 2007;27:597–608. doi: 10.1016/j.semnephrol.2007.09.002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Gessel MM, Norris JL, Caprioli RM. MALDI imaging mass spectrometry: spatial molecular analysis to enable a new age of discovery. J. Proteomics. 2014;107:71–82. doi: 10.1016/j.jprot.2014.03.021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Xu BJ, Shyr Y, Liang X, et al. Proteomic patterns and prediction of glomerulosclerosis and its mechanisms. J. Am. Soc. Nephrol. 2005;16:2967–2975. doi: 10.1681/ASN.2005030262. [DOI] [PubMed] [Google Scholar]
- 46.Sethi S, Theis J,D, Leung N, et al. Mass spectrometry–based proteomic diagnosis of renal immunoglobulin heavy chain amyloidosis. Clin. J. Am. Soc. Nephrol. 2010;5:2180–2187. doi: 10.2215/CJN.02890310. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Vrana JA, Gamez JD, Madden BJ, et al. Classification of amyloidosis by laser microdissection and mass spectrometry–based proteomic analysis in clinical biopsy specimens. Blood. 2009;114:4957–4959. doi: 10.1182/blood-2009-07-230722. 2009. [DOI] [PubMed] [Google Scholar]
- 48.Wilkey DW, Merchant ML. Proteomic methods for biomarker discovery in urine. Semin. Nephrol. 2007;27:584–596. doi: 10.1016/j.semnephrol.2007.09.001. [DOI] [PubMed] [Google Scholar]