Literature DB >> 23017815

Time-dependent Cox regression: serial measurement of the cardiovascular biomarker proadrenomedullin improves survival prediction in patients with lower respiratory tract infection.

Oliver Hartmann1, Philipp Schuetz, Werner C Albrich, Stefan D Anker, Beat Mueller, Thorsten Schmidt.   

Abstract

BACKGROUND: The aim of this study was to determine the prognostic utility of serial measurement of the cardiovascular biomarker midregion proadrenomedullin (MR-proADM) in patients admitted with lower respiratory tract infection. In a previous trial in dyspneic patients (BACH trial) we could show that serial measurement of MR-proADM proves useful for risk assessment and patient monitoring. Models designed to evaluate serial biomarker measurements usually fail to answer two fundamental questions necessary to judge their clinical relevance: whether serial measurements provide additional information on top of the first measurement, and, if yes, at which time point a re-evaluation may be clinically useful.
METHOD: We apply an adapted time-dependent Cox model to data from the ProHosp trial, a prospective trial, which was observational in regards to application of prognostic biomarkers, where blood draws for biomarker evaluation were collected at day of patient inclusion, days 3, 5 and 7. In this trial, the cardiovascular biomarker MR-proADM was evaluated for its ability to predict survival in comparison to clinical risk scores.
RESULTS: With the adapted time-dependent Cox model, we could demonstrate a significant added value of the follow up measurements on top of that obtained on admission. Despite a high correlation between serial measurements, the gain can be observed as early as 3 days after inclusion. We illustrate the added prognostic value and clinical relevance of re-evaluation via Kaplan-Meier plots.
CONCLUSION: We could demonstrate that the prognostic biomarker MR-proADM can potentially serve as a outcome monitoring marker in patients admitted with lower respiratory tract infections.
Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.

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Year:  2012        PMID: 23017815     DOI: 10.1016/j.ijcard.2012.09.014

Source DB:  PubMed          Journal:  Int J Cardiol        ISSN: 0167-5273            Impact factor:   4.164


  10 in total

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Journal:  J Am Med Inform Assoc       Date:  2015-07-09       Impact factor: 4.497

2.  VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.

Authors:  Wenrui Dai; Xiaoqian Jiang; Luca Bonomi; Yong Li; Hongkai Xiong; Lucila Ohno-Machado
Journal:  IEEE Trans Knowl Data Eng       Date:  2020-04-22       Impact factor: 9.235

3.  dsSurvival: Privacy preserving survival models for federated individual patient meta-analysis in DataSHIELD.

Authors:  Soumya Banerjee; Ghislain N Sofack; Daniela Zöller; Tom R P Bishop; Thodoris Papakonstantinou; Demetris Avraam; Paul Burton
Journal:  BMC Res Notes       Date:  2022-06-03

4.  Survival Prediction and Feature Selection in Patients with Breast Cancer Using Support Vector Regression.

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Journal:  Comput Math Methods Med       Date:  2016-11-01       Impact factor: 2.238

5.  Adrenomedullin: a marker of impaired hemodynamics, organ dysfunction, and poor prognosis in cardiogenic shock.

Authors:  Heli Tolppanen; Mercedes Rivas-Lasarte; Johan Lassus; Jordi Sans-Roselló; Oliver Hartmann; Matias Lindholm; Mattia Arrigo; Tuukka Tarvasmäki; Lars Köber; Holger Thiele; Kari Pulkki; Jindrich Spinar; John Parissis; Marek Banaszewski; Jose Silva-Cardoso; Valentina Carubelli; Alessandro Sionis; Veli-Pekka Harjola; Alexandre Mebazaa
Journal:  Ann Intensive Care       Date:  2017-01-04       Impact factor: 6.925

6.  The early identification of disease progression in patients with suspected infection presenting to the emergency department: a multi-centre derivation and validation study.

Authors:  Kordo Saeed; Darius Cameron Wilson; Frank Bloos; Philipp Schuetz; Yuri van der Does; Olle Melander; Pierre Hausfater; Jacopo M Legramante; Yann-Erick Claessens; Deveendra Amin; Mari Rosenqvist; Graham White; Beat Mueller; Maarten Limper; Carlota Clemente Callejo; Antonella Brandi; Marc-Alexis Macchi; Nicholas Cortes; Alexander Kutz; Peter Patka; María Cecilia Yañez; Sergio Bernardini; Nathalie Beau; Matthew Dryden; Eric C M van Gorp; Marilena Minieri; Louisa Chan; Pleunie P M Rood; Juan Gonzalez Del Castillo
Journal:  Crit Care       Date:  2019-02-08       Impact factor: 9.097

7.  Prognostic performance of serial in-hospital measurements of copeptin and multiple novel biomarkers among patients with worsening heart failure: results from the MOLITOR study.

Authors:  Hans-Dirk Düngen; Verena Tscholl; Danilo Obradovic; Sara Radenovic; Dragan Matic; Lindy Musial Bright; Elvis Tahirovic; Almuth Marx; Simone Inkrot; Djawid Hashemi; Jovan Veskovic; Svetlana Apostolovic; Stephan von Haehling; Wolfram Doehner; Natasa Cvetinovic; Mitja Lainscak; Burkert Pieske; Frank Edelmann; Tobias Trippel; Goran Loncar
Journal:  ESC Heart Fail       Date:  2018-02-24

8.  Biomarkers and clinical scores to identify patient populations at risk of delayed antibiotic administration or intensive care admission.

Authors:  Juan Gonzalez Del Castillo; Darius Cameron Wilson; Carlota Clemente-Callejo; Francisco Román; Ignasi Bardés-Robles; Inmaculada Jiménez; Eva Orviz; Macarena Dastis-Arias; Begoña Espinosa; Fernando Tornero-Romero; Jordi Giol-Amich; Veronica González; Ferran Llopis-Roca
Journal:  Crit Care       Date:  2019-10-29       Impact factor: 9.097

9.  The kinetic profiles of copeptin and mid regional proadrenomedullin (MR-proADM) in pediatric lower respiratory tract infections.

Authors:  Philipp Baumann; Aline Fuchs; Verena Gotta; Nicole Ritz; Gurli Baer; Jessica M Bonhoeffer; Michael Buettcher; Ulrich Heininger; Gabor Szinnai; Jan Bonhoeffer
Journal:  PLoS One       Date:  2022-03-10       Impact factor: 3.240

10.  Prognostic Value of Mid-Regional Proadrenomedullin Sampled at Presentation and after 72 Hours in Septic Patients Presenting to the Emergency Department: An Observational Two-Center Study.

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Journal:  Biomedicines       Date:  2022-03-19
  10 in total

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