Literature DB >> 31509068

Cost-Effectiveness Analysis of a Procalcitonin-Guided Decision Algorithm for Antibiotic Stewardship Using Real-World U.S. Hospital Data.

Anne M Voermans1, Janne C Mewes1, Michael R Broyles2, Lotte M G Steuten3.   

Abstract

Medical decision-making is revolutionizing with the introduction of artificial intelligence and machine learning. Yet, traditional algorithms using biomarkers to optimize drug treatment continue to be important and necessary. In this context, early diagnosis and rational antimicrobial therapy of sepsis and lower respiratory tract infections (LRTI) are vital to prevent morbidity and mortality. In this study we report an original cost-effectiveness analysis (CEA) of using a procalcitonin (PCT)-based decision algorithm to guide antibiotic prescription for hospitalized sepsis and LRTI patients versus standard care. We conducted a CEA using a decision-tree model before and after the implementation of PCT-guided antibiotic stewardship (ABS) using real-world U.S. hospital-specific data. The CEA included societal and hospital perspectives with the time horizon covering the length of hospital stay. The main outcomes were average total costs per patient, and numbers of patients with Clostridium difficile and antibiotic resistance (ABR) infections. We found that health care with the PCT decision algorithm for hospitalized sepsis and LRTI patients resulted in shorter length of stay, reduced antibiotic use, fewer mechanical ventilation days, and lower numbers of patients with C. difficile and ABR infections. The PCT-guided health care resulted in cost savings of $25,611 (49% reduction from standard care) for sepsis and $3630 (23% reduction) for LRTI, on average per patient. In conclusion, the PCT decision algorithm for ABS in sepsis and LRTI might offer cost savings in comparison with standard care in a U.S. hospital context. To the best of our knowledge, this is the first health economic analysis on PCT implementation using U.S. real-world data. We suggest that future CEA studies in other U.S. and worldwide settings are warranted in the current age when PCT and other decision algorithms are increasingly deployed in precision therapeutics and evidence-based medicine.

Entities:  

Keywords:  algorithms; antibiotic stewardship; biomarkers; cost-effectiveness; health economics; procalcitonin; sepsis

Mesh:

Substances:

Year:  2019        PMID: 31509068      PMCID: PMC6806362          DOI: 10.1089/omi.2019.0113

Source DB:  PubMed          Journal:  OMICS        ISSN: 1536-2310


  25 in total

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Journal:  J Clin Endocrinol Metab       Date:  2001-01       Impact factor: 5.958

2.  Short-course empiric antibiotic therapy for patients with pulmonary infiltrates in the intensive care unit. A proposed solution for indiscriminate antibiotic prescription.

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Journal:  Am J Respir Crit Care Med       Date:  2000-08       Impact factor: 21.405

3.  Procalcitonin levels predict bacteremia in patients with community-acquired pneumonia: a prospective cohort trial.

Authors:  Fabian Müller; Mirjam Christ-Crain; Thomas Bregenzer; Martin Krause; Werner Zimmerli; Beat Mueller; Philipp Schuetz
Journal:  Chest       Date:  2010-03-18       Impact factor: 9.410

4.  Clinical and economic impact of procalcitonin to shorten antimicrobial therapy in septic patients with proven bacterial infection in an intensive care setting.

Authors:  Rodrigo Octavio Deliberato; Alexandre R Marra; Paula Rodrigues Sanches; Marines Dalla Valle Martino; Carlos Eduardo dos Santos Ferreira; Jacyr Pasternak; Angela Tavares Paes; Lilian Moreira Pinto; Oscar Fernando Pavão dos Santos; Michael B Edmond
Journal:  Diagn Microbiol Infect Dis       Date:  2013-05-25       Impact factor: 2.803

Review 5.  Procalcitonin for reduced antibiotic exposure in the critical care setting: a systematic review and an economic evaluation.

Authors:  Daren K Heyland; Ana P Johnson; Steven C Reynolds; John Muscedere
Journal:  Crit Care Med       Date:  2011-07       Impact factor: 7.598

6.  Economic evaluation of procalcitonin-guided antibiotic therapy in acute respiratory infections: a US health system perspective.

Authors:  Philipp Schuetz; Robert Balk; Matthias Briel; Alexander Kutz; Mirjam Christ-Crain; Daiana Stolz; Lila Bouadma; Michel Wolff; Kristina B Kristoffersen; Long Wei; Olaf Burkhardt; Tobias Welte; Stefan Schroeder; Vandack Nobre; Michael Tamm; Neera Bhatnagar; Heiner C Bucher; Charles-Edouard Luyt; Jean Chastre; Florence Tubach; Beat Mueller; Michael J Lacey; Robert L Ohsfeldt; Cara M Scheibling; John E Schneider
Journal:  Clin Chem Lab Med       Date:  2015-03       Impact factor: 3.694

7.  Surviving sepsis campaign: international guidelines for management of severe sepsis and septic shock: 2012.

Authors:  R Phillip Dellinger; Mitchell M Levy; Andrew Rhodes; Djillali Annane; Herwig Gerlach; Steven M Opal; Jonathan E Sevransky; Charles L Sprung; Ivor S Douglas; Roman Jaeschke; Tiffany M Osborn; Mark E Nunnally; Sean R Townsend; Konrad Reinhart; Ruth M Kleinpell; Derek C Angus; Clifford S Deutschman; Flavia R Machado; Gordon D Rubenfeld; Steven A Webb; Richard J Beale; Jean-Louis Vincent; Rui Moreno
Journal:  Crit Care Med       Date:  2013-02       Impact factor: 7.598

8.  Effect of introducing procalcitonin on antimicrobial therapy duration in patients with sepsis and/or pneumonia in the intensive care unit.

Authors:  Bryan M Bishop; John J Bon; Tamara L Trienski; Timothy R Pasquale; Bradley R Martin; Thomas M File
Journal:  Ann Pharmacother       Date:  2014-02-11       Impact factor: 3.154

Review 9.  Rise of Deep Learning for Genomic, Proteomic, and Metabolomic Data Integration in Precision Medicine.

Authors:  Dmitry Grapov; Johannes Fahrmann; Kwanjeera Wanichthanarak; Sakda Khoomrung
Journal:  OMICS       Date:  2018-08-20

10.  The cost impact of PCT-guided antibiotic stewardship versus usual care for hospitalised patients with suspected sepsis or lower respiratory tract infections in the US: A health economic model analysis.

Authors:  Janne C Mewes; Michael S Pulia; Michael K Mansour; Michael R Broyles; H Bryant Nguyen; Lotte M Steuten
Journal:  PLoS One       Date:  2019-04-23       Impact factor: 3.240

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  9 in total

1.  Epigenetics and the International Classification of Functioning, Disability and Health Model: Bridging Nature, Nurture, and Patient-Centered Population Health.

Authors:  Richard K Shields; Shauna Dudley-Javoroski
Journal:  Phys Ther       Date:  2022-01-01

Review 2.  Artificial Intelligence for Clinical Decision Support in Sepsis.

Authors:  Miao Wu; Xianjin Du; Raymond Gu; Jie Wei
Journal:  Front Med (Lausanne)       Date:  2021-05-13

3.  Procalcitonin in Pediatric Sepsis: What Is It Good for?

Authors:  Kevin J Downes
Journal:  J Pediatric Infect Dis Soc       Date:  2021-12-31       Impact factor: 5.235

Review 4.  Surveillance of antimicrobial resistance in low- and middle-income countries: a scattered picture.

Authors:  Pascale Salameh; Christine Roques; Katia Iskandar; Laurent Molinier; Souheil Hallit; Massimo Sartelli; Timothy Craig Hardcastle; Mainul Haque; Halyna Lugova; Sameer Dhingra; Paras Sharma; Salequl Islam; Irfan Mohammed; Isa Naina Mohamed; Pierre Abi Hanna; Said El Hajj; Nurul Adilla Hayat Jamaluddin
Journal:  Antimicrob Resist Infect Control       Date:  2021-03-31       Impact factor: 4.887

5.  Big Data and Real-World Data based Cost-Effectiveness Studies and Decision-making Models: A Systematic Review and Analysis.

Authors:  Z Kevin Lu; Xiaomo Xiong; Taiying Lee; Jun Wu; Jing Yuan; Bin Jiang
Journal:  Front Pharmacol       Date:  2021-10-19       Impact factor: 5.810

6.  Cost impact of procalcitonin-guided decision making on duration of antibiotic therapy for suspected early-onset sepsis in neonates.

Authors:  A J L M Geraerds; Wendy van Herk; Martin Stocker; Salhab El Helou; Sourabh Dutta; Matteo S Fontana; Frank A B A Schuerman; Rita K van den Tooren-de Groot; Jantien Wieringa; Jan Janota; Laura H van der Meer-Kappelle; Rob Moonen; Sintha D Sie; Esther de Vries; Albertine E Donker; Urs Zimmerman; Luregn J Schlapbach; Amerik C de Mol; Angelique Hoffman-Haringsma; Madan Roy; Maren Tomaske; René F Kornelisse; Juliette van Gijsel; Eline G Visser; Annemarie M C van Rossum; Suzanne Polinder
Journal:  Crit Care       Date:  2021-10-20       Impact factor: 9.097

7.  Pancreatic stone protein point-of-care testing can reduce healthcare expenditure in sepsis.

Authors:  John E Schneider; Katherine Dick; Jacie T Cooper; Nadine Chami
Journal:  Health Econ Rev       Date:  2022-07-22

8.  Prognostic Value of Serum Procalcitonin Based Model in Moderate to Severe Traumatic Brain Injury Patients.

Authors:  Ruoran Wang; Yusi Hua; Min He; Jianguo Xu
Journal:  J Inflamm Res       Date:  2022-08-30

Review 9.  Practical Concerns about the Metrics and Methods of Financial Outcome Measurement in Antimicrobial Stewardship Programs: A Narrative Review.

Authors:  Fazlollah Keshavarzi
Journal:  Iran J Med Sci       Date:  2022-09
  9 in total

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