Discovery and Qualification of Candidate Urinary Biomarkers of Disease Activity in Lupus Nephritis

被引:25
作者
Anania, Veronica G. [1 ]
Yu, Kebing [2 ]
Pingitore, Francesco [1 ]
Li, Qingling [1 ]
Rose, Christopher M. [2 ]
Liu, Peter [2 ]
Sandoval, Wendy [2 ]
Herman, Ann E. [1 ]
Lill, Jennie R. [2 ]
Mathews, W. Rodney [1 ]
机构
[1] Genentech Inc, Dept OMNI Biomarker Dev, San Francisco, CA 94080 USA
[2] Genentech Inc, Dept Microchem Prote & Lipid, San Francisco, CA 94080 USA
关键词
lupus nephritis; urinary biomarkers; multiple-reaction monitoring; proteomics; PROTEOME; EFFICACY; ICAM-1; PROTEINURIA; COMBINATION; EXPRESSION; VIMENTIN; RECOVERY; TARGET; VCAM-1;
D O I
10.1021/acs.jproteome.8b00874
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Lupus nephritis (LN) is a severe clinical manifestation of systemic lupus erythematosus (SLE) associated with significant morbidity and mortality. Assessment of severity and activity of renal involvement in SLE requires a kidney biopsy, an invasive procedure with limited prognostic value. Noninvasive biomarkers are needed to inform treatment decisions and to monitor disease activity. Proteinuria is associated with disease progression in LN; however, the composition of the LN urinary proteome remains incompletely characterized. To address this, we profiled LN urine samples using complementary mass spectrometry-based methods: protein gel fractionation, chemical labeling using tandem mass tags, and data-independent acquisition. Combining results from these approaches yielded quantitative information on 2573 unique proteins in urine from LN patients. A multiple-reaction monitoring (MRM) method was established to confirm eight proteins in an independent cohort of LN patients, and seven proteins (transferrin, alpha-2-macroglobulin, haptoglobin, afamin, alpha-1-antitrypsin, vimentin, and ceruloplasmin) were confirmed to be elevated in LN urine compared to healthy controls. In this study, we demonstrate that deep mass spectrometry profiling of a small number of patient samples can identify high-quality biomarkers that replicate in an independent LN disease cohort. These biomarkers are being used to inform clinical biomarker strategies to support longitudinal and interventional studies focused on evaluating disease progression and treatment efficacy of novel LN therapeutics.
引用
收藏
页码:1264 / 1277
页数:14
相关论文
共 52 条
  • [1] Increased urinary levels of the leukocyte adhesion molecules ICAM-1 and VCAM-1 in human lupus nephritis with advanced renal histological changes: preliminary findings
    Abd-Elkareem, Mohamed Ismail
    Al Tamimy, Hegazy Mogahed
    Khamis, Osama A.
    Abdellatif, Salama S.
    Hussein, Mahmoud Rezk Abdelwahed
    [J]. CLINICAL AND EXPERIMENTAL NEPHROLOGY, 2010, 14 (06) : 548 - 557
  • [2] Urinary haptoglobin, alpha-1 anti-chymotrypsin and retinol binding protein identified by proteomics as potential biomarkers for lupus nephritis
    Aggarwal, A.
    Gupta, R.
    Negi, V. S.
    Rajasekhar, L.
    Misra, R.
    Singh, P.
    Chaturvedi, V.
    Sinha, S.
    [J]. CLINICAL AND EXPERIMENTAL IMMUNOLOGY, 2017, 188 (02) : 254 - 262
  • [3] Pathogenesis of kidney disease in systemic lupus erythematosus
    Bagavant, Harini
    Fu, Shu Man
    [J]. CURRENT OPINION IN RHEUMATOLOGY, 2009, 21 (05) : 489 - 494
  • [4] Biomarkers of lupus nephritis histology and flare: deciphering the relevant amidst the noise
    Birmingham, Daniel J.
    Merchant, Michael
    Waikar, Sushrut S.
    Nagaraja, Haikady
    Klein, Jon B.
    Rovin, Brad H.
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2017, 32 : 71 - 79
  • [5] Updates on the Treatment of Lupus Nephritis
    Bomback, Andrew S.
    Appel, Gerald B.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2010, 21 (12): : 2028 - 2035
  • [6] Association of noninvasively measured renal protein biomarkers with histologic features of lupus nephritis
    Brunner, Hermine I.
    Bennett, Michael R.
    Mina, Rina
    Suzuki, Michiko
    Petri, Michelle
    Kiani, Adnan N.
    Pendl, Joshua
    Witte, David
    Ying, Jun
    Rovin, Brad H.
    Devarajan, Prasad
    [J]. ARTHRITIS AND RHEUMATISM, 2012, 64 (08): : 2687 - 2697
  • [7] 2D-electrophoresis and the urine proteome map: Where do we stand?
    Candiano, Giovanni
    Santucci, Laura
    Petretto, Andrea
    Bruschi, Maurizio
    Dimuccio, Veronica
    Urbani, Andrea
    Bagnasco, Serena
    Ghiggeri, Gian Marco
    [J]. JOURNAL OF PROTEOMICS, 2010, 73 (05) : 829 - 844
  • [8] In Situ B Cell-Mediated Immune Responses and Tubulointerstitial Inflammation in Human Lupus Nephritis
    Chang, Anthony
    Henderson, Scott G.
    Brandt, Daniel
    Liu, Ni
    Guttikonda, Riteesha
    Hsieh, Christine
    Kaverina, Natasha
    Utset, Tammy O.
    Meehan, Shane M.
    Quigg, Richard J.
    Meffre, Eric
    Clark, Marcus R.
    [J]. JOURNAL OF IMMUNOLOGY, 2011, 186 (03) : 1849 - 1860
  • [9] Proteinuria as a Therapeutic Target in Advanced Chronic Kidney Disease: a Retrospective Multicenter Cohort Study
    Chen, Chang-Hsu
    Wu, Hon-Yen
    Wang, Chieh-Li
    Yang, Feng-Jung
    Wu, Pei-Chen
    Hung, Szu-Chun
    Kan, Wei-Chih
    Yang, Chung-Wei
    Chiang, Chih-Kang
    Huang, Jenq-Wen
    Hung, Kuan-Yu
    [J]. SCIENTIFIC REPORTS, 2016, 6
  • [10] Multi-laboratory assessment of reproducibility, qualitative and quantitative performance of SWATH-mass spectrometry
    Collins, Ben C.
    Hunter, Christie L.
    Liu, Yansheng
    Schilling, Birgit
    Rosenberger, George
    Bader, Samuel L.
    Chan, Daniel W.
    Gibson, Bradford W.
    Gingras, Anne-Claude
    Held, Jason M.
    Hirayama-Kurogi, Mio
    Hou, Guixue
    Krisp, Christoph
    Larsen, Brett
    Lin, Liang
    Liu, Siqi
    Molloy, Mark P.
    Moritz, Robert L.
    Ohtsuki, Sumio
    Schlapbach, Ralph
    Selevsek, Nathalie
    Thomas, Stefani N.
    Tzeng, Shin-Cheng
    Zhang, Hui
    Aebersold, Ruedi
    [J]. NATURE COMMUNICATIONS, 2017, 8