Six-SOMAmer Index Relating to Immune, Protease and Angiogenic Functions Predicts Progression in IPF

被引:41
作者
Ashley, Shanna L. [1 ]
Xia, Meng [2 ]
Murray, Susan [2 ]
O'Dwyer, David N. [3 ]
Grant, Ethan [4 ]
White, Eric S. [3 ]
Flaherty, Kevin R. [3 ]
Martinez, Fernando J. [5 ]
Moore, Bethany B. [3 ,6 ]
机构
[1] Univ Michigan, Grad Program Immunol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Sch Publ Hlth, Dept Biostat, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Internal Med, Pulm & Crit Care Med Div, Ann Arbor, MI 48109 USA
[4] MedImmune, Gaithersburg, MD USA
[5] Weill Cornell Med Coll, Dept Internal Med, New York, NY USA
[6] Univ Michigan, Dept Microbiol & Immunol, Ann Arbor, MI 48109 USA
来源
PLOS ONE | 2016年 / 11卷 / 08期
关键词
IDIOPATHIC PULMONARY-FIBROSIS; VASCULAR ENDOTHELIAL GROWTH; REGULATORY T-CELLS; CXCL12/CXCR4; AXIS; LECTIN PATHWAY; LUNG-DISEASES; TUMOR-GROWTH; CATHEPSIN-S; CANCER; COMPLEMENT;
D O I
10.1371/journal.pone.0159878
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Rationale Biomarkers in easily accessible compartments like peripheral blood that can predict disease progression in idiopathic pulmonary fibrosis (IPF) would be clinically useful regarding clinical trial participation or treatment decisions for patients. In this study, we used unbiased proteomics to identify relevant disease progression biomarkers in IPF. Methods Plasma from IPF patients was measured using an 1129 analyte slow off-rate modified aptamer (SOMAmer) array, and patient outcomes were followed over the next 80 weeks. Receiver operating characteristic (ROC) curves evaluated sensitivity and specificity for levels of each biomarker and estimated area under the curve (AUC) when prognostic biomarker thresholds were used to predict disease progression. Both logistic and Cox regression models advised biomarker selection for a composite disease progression index; index biomarkers were weighted via expected progression-free days lost during follow-up with a biomarker on the unfavorable side of the threshold. Results A six-analyte index, scaled 0 to 11, composed of markers of immune function, proteolysis and angiogenesis [high levels of ficolin-2 (FCN2), cathepsin-S (Cath-S), legumain (LGMN) and soluble vascular endothelial growth factor receptor 2 (VEGFsR2), but low levels of inducible T cell costimulator (ICOS) or trypsin 3 (TRY3)] predicted better progression-free survival in IPF with a ROC AUC of 0.91. An index score >= 3 (group >= 2) was strongly associated with IPF progression after adjustment for age, gender, smoking status, immunomodulation, forced vital capacity% predicted and diffusing capacity for carbon monoxide % predicted (HR 16.8, 95% CI 2.2-126.7, P = 0.006). Conclusion This index, derived from the largest proteomic analysis of IPF plasma samples to date, could be useful for clinical decision making in IPF, and the identified analytes suggest biological processes that may promote disease progression.
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页数:21
相关论文
共 71 条
  • [41] Low ficolin-2 levels in common variable immunodeficiency patients with bronchiectasis
    Metzger, M. -L.
    Michelfelder, I.
    Goldacker, S.
    Melkaoui, K.
    Litzman, J.
    Guzman, D.
    Grimbacher, B.
    Salzer, U.
    [J]. CLINICAL AND EXPERIMENTAL IMMUNOLOGY, 2015, 179 (02) : 256 - 264
  • [42] The role of infection in the pathogenesis of idiopathic pulmonary fibrosis
    Molyneaux, Philip L.
    Maher, Toby M.
    [J]. EUROPEAN RESPIRATORY REVIEW, 2013, 22 (129) : 376 - 381
  • [43] The Role of Bacteria in the Pathogenesis and Progression of Idiopathic Pulmonary Fibrosis
    Molyneaux, Phillip L.
    Cox, Michael J.
    Willis-Owen, Saffron A. G.
    Mallia, Patrick
    Russell, Kirsty E.
    Russel, Anne-Marie
    Murphy, Elissa
    Johnston, Sebastian L.
    Schwarte, David A.
    Wells, Athol U.
    Cookson, William O. C.
    Maher, Toby M.
    Moffatt, Miriam F.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2014, 190 (08) : 906 - 913
  • [44] Moore BB, 2014, FRONT MED, V1, P1, DOI DOI 10.3389/FMED.2014.00056
  • [45] Legumain/asparaginyl endopeptidase controls extracellular matrix remodeling through the degradation of fibronectin in mouse renal proximal tubular cells
    Morita, Yoshikata
    Araki, Hisazumi
    Sugimoto, Toshiro
    Takeuchi, Keisuke
    Yamane, Takuya
    Maeda, Toshinaga
    Yamamoto, Yoshio
    Nishi, Katsuji
    Asano, Masahide
    Shirahama-Noda, Kanae
    Nishimura, Mikio
    Uzu, Takashi
    Hara-Nishimura, Ikuko
    Koya, Daisuke
    Kashiwagi, Atsunori
    Ohkubo, Iwao
    [J]. FEBS LETTERS, 2007, 581 (07) : 1417 - 1424
  • [46] Periostin promotes fibrosis and predicts progression in patients with idiopathic pulmonary fibrosis
    Naik, Payal K.
    Bozyk, Paul D.
    Bentley, J. Kelley
    Popova, Antonia P.
    Birch, Carolyn M.
    Wilke, Carol A.
    Fry, Christopher D.
    White, Eric S.
    Sisson, Thomas H.
    Tayob, Nabihah
    Carnemolla, Barbara
    Orecchia, Paola
    Flaherty, Kevin R.
    Hershenson, Marc B.
    Murray, Susan
    Martinez, Fernando J.
    Moore, Bethany B.
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-LUNG CELLULAR AND MOLECULAR PHYSIOLOGY, 2012, 303 (12) : L1046 - L1056
  • [47] Naik Payal K, 2010, Expert Rev Respir Med, V4, P759, DOI 10.1586/ers.10.73
  • [48] Biomarkers in Interstitial lung diseases
    Nathan, Nadia
    Corvol, Harriet
    Amselem, Serge
    Clement, Annick
    [J]. PAEDIATRIC RESPIRATORY REVIEWS, 2015, 16 (04) : 219 - 224
  • [49] Development of Novel Agents for Idiopathic Pulmonary Fibrosis Progress in Target Selection and Clinical Trial Design
    O'Riordan, Thomas G.
    Smith, Victoria
    Raghu, Ganesh
    [J]. CHEST, 2015, 148 (04) : 1083 - 1092
  • [50] Potential role of the lectin pathway of complement in the pathogenesis and disease manifestations of systemic sclerosis: a case-control and cohort study
    Osthoff, Michael
    Ngian, Gene-Siew
    Dean, Melinda M.
    Nikpour, Mandana
    Stevens, Wendy
    Proudman, Susanna
    Eisen, Damon P.
    Sahhar, Joanne
    [J]. ARTHRITIS RESEARCH & THERAPY, 2014, 16 (06)