Literature DB >> 23262919

Use of discriminant analysis in assessing pulmonary function worsening in patients with sarcoidosis by a panel of inflammatory biomarkers.

Gregorino Paone1, Alvaro Leone, Sandro Batzella, Vittoria Conti, Francesco Belli, Laura De Marchis, Alice Mannocci, Giovanni Schmid, Claudio Terzano.   

Abstract

OBJECTIVES AND
DESIGN: To date, no sufficiently sensitive and specific single marker has been found to predict the clinical course of sarcoidosis. We designed a cohort study to investigate whether a panel of biomarkers measured in bronchoalveolar lavage (BAL) and peripheral blood could help predict pulmonary function worsening during the clinical course of sarcoidosis.
METHODS: We analyzed 30 individuals with histologically proven sarcoidosis. At baseline, participants underwent pulmonary function tests (PFTs), fiberoptic bronchoscopy and radiological investigations. BAL and blood cellular profiles were obtained from all individuals and six pro-inflammatory molecules were quantified in BAL and serum. PFTs were performed at follow-up visits over a 2-year period. Using discriminant function analysis, a canonical variable was generated to optimize the accuracy of selected variables in predicting pulmonary function worsening and was validated on a subset of nine consecutive individuals with sarcoidosis.
RESULTS: A combination of 6 markers from BAL was able to predict pulmonary function worsening in 96 % of patients [95 % confidence interval (CI) 84.4-99.81]. We validated the generated formula on a group of nine patients with sarcoidosis, obtaining 77.8 % correct classification (95 % CI 45.3-93.7).
CONCLUSIONS: Our results show that a combinational approach could contribute to identifying individuals likely to experience pulmonary function worsening, thus helping to decide the correct therapeutic strategies.

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Year:  2012        PMID: 23262919     DOI: 10.1007/s00011-012-0585-9

Source DB:  PubMed          Journal:  Inflamm Res        ISSN: 1023-3830            Impact factor:   4.575


  43 in total

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Authors:  M W Ziegenhagen; M E Rothe; M Schlaak; J Müller-Quernheim
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2.  Prognostic value of neutrophils and NK cells in bronchoalveolar lavage of sarcoidosis.

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Review 3.  Sarcoidosis.

Authors:  Michael C Iannuzzi; Benjamin A Rybicki; Alvin S Teirstein
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Authors:  B Bradley; H M Branley; J J Egan; M S Greaves; D M Hansell; N K Harrison; N Hirani; R Hubbard; F Lake; A B Millar; W A H Wallace; A U Wells; M K Whyte; M L Wilsher
Journal:  Thorax       Date:  2008-09       Impact factor: 9.139

5.  Course and prognosis of sarcoidosis around the world.

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6.  Use of discriminant analysis to assess disease activity in pulmonary tuberculosis with a panel of specific and nonspecific serum markers.

Authors:  F Ameglio; D Giannarelli; P Cordiali-Fei; M Pietravalle; L Alemanno; G Paone; M Amicosante; C Saltini; A Bisetti
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7.  Predictive value of BAL cell differentials in the diagnosis of interstitial lung diseases.

Authors:  L Welker; R A Jörres; U Costabel; H Magnussen
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8.  Role of human neutrophil peptides in lung inflammation associated with alpha1-antitrypsin deficiency.

Authors:  L Terry Spencer; Gregorino Paone; Peter M Krein; Farshid N Rouhani; Jesus Rivera-Nieves; Mark L Brantly
Journal:  Am J Physiol Lung Cell Mol Physiol       Date:  2003-10-31       Impact factor: 5.464

9.  Hyaluronan and procollagen type III aminoterminal peptide in serum and bronchoalveolar lavage fluid in patients with pulmonary sarcoidosis.

Authors:  N Milman; M S Kristensen; K Bentsen; G Grode; J Frederiksen
Journal:  Sarcoidosis       Date:  1995-03

10.  Multiplex immune serum biomarker profiling in sarcoidosis and systemic sclerosis.

Authors:  P Beirne; P Pantelidis; P Charles; A U Wells; D J Abraham; C P Denton; K I Welsh; P L Shah; R M du Bois; P Kelleher
Journal:  Eur Respir J       Date:  2009-06-18       Impact factor: 16.671

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  3 in total

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Authors:  Wei Sheng Joshua Loke; Cristan Herbert; Paul S Thomas
Journal:  Int J Chronic Dis       Date:  2013-07-25

2.  Urine autotaxin levels reflect the disease activity of sarcoidosis.

Authors:  Koji Murakami; Tsutomu Tamada; Daisuke Saigusa; Eisaku Miyauchi; Masayuki Nara; Masakazu Ichinose; Makoto Kurano; Yutaka Yatomi; Hisatoshi Sugiura
Journal:  Sci Rep       Date:  2022-03-14       Impact factor: 4.379

3.  Respiratory Disease Occupational Biomonitoring Collaborative Project (ROBoCoP): A longitudinal pilot study and implementation research in the Parisian transport company.

Authors:  I Guseva Canu; M Hemmendinger; J J Sauvain; G Suarez; N B Hopf; J A Pralong; T Ben Rayana; S Besançon; K Sakthithasan; V Jouannique; A Debatisse
Journal:  J Occup Med Toxicol       Date:  2021-06-24       Impact factor: 2.646

  3 in total

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