Home Are admission procalcitonin levels universal mortality predictors across different medical emergency patient populations? Results from the multi-national, prospective, observational TRIAGE study
Article
Licensed
Unlicensed Requires Authentication

Are admission procalcitonin levels universal mortality predictors across different medical emergency patient populations? Results from the multi-national, prospective, observational TRIAGE study

  • Ramon Sager , Yannick Wirz , Devendra Amin , Adina Amin , Pierre Hausfater , Andreas Huber , Sebastian Haubitz , Alexander Kutz , Beat Mueller and Philipp Schuetz EMAIL logo
Published/Copyright: April 17, 2017

Abstract

Background:

Procalcitonin (PCT), an inflammatory blood biomarker, is well studied in infectious diseases. Its prognostic value in unselected emergency department (ED) patients remains yet undefined. Herein, we investigated association of admission PCT levels and mortality in a large, international-multicenter ED patient cohort.

Methods:

We prospectively enrolled 6970 unselected, consecutive, adult, medical patients seeking ED care in three tertiary-care hospitals in Switzerland, France and the USA. We used multivariable logistic regression models to examine association of admission PCT levels (as a continuous predictor and across cut-offs) and 30-day mortality. We also investigated subgroup effects by main diagnosis, comorbidities and clinical features at presentation.

Results:

During the 30-day follow-up, 328 (4.7%) participants died. Mortality increased stepwise within higher PCT cut-offs (0.05, 0.1, 0.25, 0.5 ng/mL) from 1%, 3%, 7%, 13% to 15%, respectively. This association was also confirmed in a fully-adjusted model including age, gender, main symptom, main diagnosis and vital parameters on admission. Receiver operating characteristic (ROC) curve analysis showed that PCT differentiated well between survivors and non-survivors in the overall cohort (area under ROC curve [AUC] 0.75) with best results for patient with metabolic (AUC: 0.85) and cardiovascular disease (AUC: 0.82). Addition of PCT also improved the prognostic accuracy of the quick sequential organ failure assessment (qSOFA) score from an AUC of from 0.61 to 0.76 (p<0.001). Results were similar for other secondary endpoints including intensive care unit (ICU) admission and hospital readmission.

Conclusions:

In this large and heterogenous medical ED patient cohort, admission PCT was a strong and independent outcome predictor for 30-day mortality across different medical diagnoses independent of underlying infection. PCT may help to improve risk stratification in unselected medical ED patients.


Corresponding author: Prof. Philipp Schuetz, MD, MPH, Medical Faculty, University of Basel, Switzerland

Acknowledgments

This multi-disciplinary and inter-professional trial was only possible in close collaboration of social services (Anja Keller, Regina Schmid), the nursing department (Susanne Schirlo, Petra Tobias), the central laboratory (Martha Kaeslin, Renate Hunziker), medical controlling (Juergen Froehlich, Thomas Holler, Christoph Reemts), IT (Roger Wohler, Kurt Amstad, Ralph Dahnke, Sabine Storost) of the Kantonsspital Aarau, Clinical Trial Unit (CTU), University Hospital Basel (Thomas Fabbro, Guido Stirnimann, Patrick Simon), the department of Health Economics of the University of Basel (Stefan Felder, Timo Tondelli), as well as all participating patients, nurses and physicians.

  1. Author contributions: All authors made substantive intellectual contributions to this study with regard to conception, design, have taken an active part in acquisition, analysis and interpretation of data. R.S. and P.S. conducted statistical analyses and drafted the first manuscript. All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

  2. Research funding: Thermofisher provided an unrestricted research grant for the TRIAGE study. P.S. and B.M. are supported by the Swiss National Science Foundation (SNSF Professorship, PP00P3_150531/1 and SNSF Grant “InHospiTOOL” NRP 74 407440_167376, respectively).

  3. Employment or leadership: None declared.

  4. Honorarium: A.K., P.S. and B.M. received support from B·R·A·H·M·S AG (now ThermoFisher Scientific Biomarkers) and bioMérieux for meetings, speaking engagements, and research grants. B.M. has served as a consultant to both companies. P.H. received research grants from ThermoFisher Scientific BRAHMS to attend meetings and fulfil speaking engagements. All other authors have no conflicts of interest relevant to this paper.

  5. Competing interests: The funding organization(s) played no role in the study design; in the collection, analysis, and interpretation of data; in the writing of the report; or in the decision to submit the report for publication.

References

1. Schuetz P, Aujesky D, Muller C, Muller B. Biomarker-guided personalised emergency medicine for all – hope for another hype? Swiss Med Wkly 2015;145:w14079.10.4414/smw.2015.14079Search in Google Scholar PubMed

2. Schuetz P, Hausfater P, Amin D, Amin A, Haubitz S, Faessler L, et al. Biomarkers from distinct biological pathways improve early risk stratification in medical emergency patients: the multinational, prospective, observational TRIAGE study. Crit Care 2015;19:377.10.1186/s13054-015-1098-zSearch in Google Scholar PubMed

3. Maruna P, Nedelnikova K, Gurlich R. Physiology and genetics of procalcitonin. Physiol Res 2000;49(Suppl 1):S57–61.Search in Google Scholar PubMed

4. Meisner M. Pathobiochemistry and clinical use of procalcitonin. Clin Chim Acta 2002;323:17–29.10.1016/S0009-8981(02)00101-8Search in Google Scholar PubMed

5. de Jong E, van Oers JA, Beishuizen A, Vos P, Vermeijden WJ, Haas LE, et al. Efficacy and safety of procalcitonin guidance in reducing the duration of antibiotic treatment in critically ill patients: a randomised, controlled, open-label trial. Lancet Infect Dis 2016;16:819–27.10.1016/S1473-3099(16)00053-0Search in Google Scholar PubMed

6. Sager R, Kutz A, Mueller B, Schuetz P. Procalcitonin-guided diagnosis and antibiotic stewardship revisited. BMC Med 2017;15:15.10.1186/s12916-017-0795-7Search in Google Scholar PubMed PubMed Central

7. Schuetz P, Balk R, Briel M, Kutz A, Christ-Crain M, Stolz D, et al. Economic evaluation of procalcitonin-guided antibiotic therapy in acute respiratory infections: a US health system perspective. Clin Chem Lab Med 2015;53:583–92.10.1515/cclm-2014-1015Search in Google Scholar PubMed

8. Zhydkov A, Christ-Crain M, Thomann R, Hoess C, Henzen C, Werner Z, et al. Utility of procalcitonin, C-reactive protein and white blood cells alone and in combination for the prediction of clinical outcomes in community-acquired pneumonia. Clin Chem Lab Med 2015:53:559–66.10.1515/cclm-2014-0456Search in Google Scholar PubMed

9. Canbay A, Celebi OO, Celebi S, Aydogdu S, Diker E. Procalcitonin: a marker of heart failure. Acta Cardiol 2015;70:473–8.10.1080/AC.70.4.3096896Search in Google Scholar PubMed

10. Parenica J, Jarkovsky J, Malaska J, Mebazaa A, Gottwaldova J, Helanova K, et al. Infectious complications and immune/inflammatory response in cardiogenic shock patients: a prospective observational study. Shock 2017;47:165–74.10.1097/SHK.0000000000000756Search in Google Scholar PubMed PubMed Central

11. Demissei BG, Cleland JG, O’Connor CM, Metra M, Ponikowski P, Teerlink JR, et al. Procalcitonin-based indication of bacterial infection identifies high risk acute heart failure patients. Int J Cardiol 2016;204:164–71.10.1016/j.ijcard.2015.11.141Search in Google Scholar PubMed

12. Wang C, Gao L, Zhang ZG, Li YQ, Yang YL, Chang T, et al. Procalcitonin is a stronger predictor of long-term functional outcome and mortality than high-sensitivity C-reactive protein in patients with ischemic stroke. Mol Neurobiol 2016;53:1509–17.10.1007/s12035-015-9112-7Search in Google Scholar PubMed

13. Schuetz P, Daniels LB, Kulkarni P, Anker SD, Mueller B. Procalcitonin: a new biomarker for the cardiologist. Int J Cardiol 2016;223:390–7.10.1016/j.ijcard.2016.08.204Search in Google Scholar PubMed

14. Schuetz P, Hausfater P, Amin D, Haubitz S, Fassler L, Grolimund E, et al. Optimizing triage and hospitalization in adult general medical emergency patients: the triage project. BMC Emerg Med 2013;13:12.10.1186/1471-227X-13-12Search in Google Scholar PubMed

15. Seymour CW, Liu VX, Iwashyna TJ, Brunkhorst FM, Rea TD, Scherag A, et al. Assessment of clinical criteria for sepsis: for the third international consensus definitions for sepsis and septic shock (Sepsis-3). J Am Med Assoc 2016;315:762–74.10.1001/jama.2016.0288Search in Google Scholar

16. Muller B, Becker KL, Schachinger H, Rickenbacher PR, Huber PR, Zimmerli W, et al. Calcitonin precursors are reliable markers of sepsis in a medical intensive care unit. Crit Care Med 2000;28:977-83.10.1097/00003246-200004000-00011Search in Google Scholar

17. Schuetz P, Muller B, Christ-Crain M, Stolz D, Tamm M, Bouadma L, et al. Procalcitonin to initiate or discontinue antibiotics in acute respiratory tract infections. Cochrane Database Syst Rev 2012;9:CD007498.10.1002/14651858.CD007498.pub2Search in Google Scholar

18. Nylen ES, Whang KT, Snider RH, Jr., Steinwald PM, White JC, Becker KL. Mortality is increased by procalcitonin and decreased by an antiserum reactive to procalcitonin in experimental sepsis. Crit Care Med 1998;26:1001–6.10.1097/00003246-199806000-00015Search in Google Scholar PubMed

19. Martinez JM, Wagner KE, Snider RH, Nylen ES, Muller B, Sarani B, et al. Late immunoneutralization of procalcitonin arrests the progression of lethal porcine sepsis. Surg Infect (Larchmt) 2001;2:193–202; discussion -3.10.1089/109629601317202678Search in Google Scholar PubMed

20. de Werra I, Jaccard C, Corradin SB, Chiolero R, Yersin B, Gallati H, et al. Cytokines, nitrite/nitrate, soluble tumor necrosis factor receptors, and procalcitonin concentrations: comparisons in patients with septic shock, cardiogenic shock, and bacterial pneumonia. Crit Care Med 1997;25:607–13.10.1097/00003246-199704000-00009Search in Google Scholar PubMed

21. Brunkhorst FM, Clark AL, Forycki ZF, Anker SD. Pyrexia, procalcitonin, immune activation and survival in cardiogenic shock: the potential importance of bacterial translocation. Int J Cardiol 1999;72:3–10.10.1016/S0167-5273(99)00118-7Search in Google Scholar PubMed


Supplemental Material:

The online version of this article offers supplementary material (https://doi.org/10.1515/cclm-2017-0144).


Received: 2017-2-20
Accepted: 2017-3-20
Published Online: 2017-4-17
Published in Print: 2017-10-26

©2017 Walter de Gruyter GmbH, Berlin/Boston

Articles in the same Issue

  1. Frontmatter
  2. Editorial
  3. Tumor microenvironment and systemic disease: a dual target in medical oncology (also in the case of biomarkers)
  4. Reviews
  5. Sample types applied for molecular diagnosis of therapeutic management of advanced non-small cell lung cancer in the precision medicine
  6. The impact of pneumatic tube system on routine laboratory parameters: a systematic review and meta-analysis
  7. Opinion Paper
  8. How to reduce scientific irreproducibility: the 5-year reflection
  9. EFLM Paper
  10. Strategies to define performance specifications in laboratory medicine: 3 years on from the Milan Strategic Conference
  11. General Clinical Chemistry and Laboratory Medicine
  12. Intensive educational efforts combined with external quality assessment improve the preanalytical phase in general practitioner offices and nursing homes
  13. Separate patient serum sodium medians from males and females provide independent information on analytical bias
  14. Are admission procalcitonin levels universal mortality predictors across different medical emergency patient populations? Results from the multi-national, prospective, observational TRIAGE study
  15. Biochemical testing in a laboratory tent and semi-intensive care of Ebola patients on-site in a remote part of Guinea: a paradigm shift based on a bleach-sensitive point-of-care device
  16. Efficient reporting of the estimated glomerular filtration rate without height in pediatric patients with cancer
  17. Evaluation of thyroid test utilization through analysis of population-level data
  18. Relation of serum γ-glutamyl transferase activity with copper in an adult population
  19. Impact of a single oral dose of 100,000 IU vitamin D3 on profiles of serum 25(OH)D3 and its metabolites 24,25(OH)2D3, 3-epi-25(OH)D3, and 1,25(OH)2D3 in adults with vitamin D insufficiency
  20. Automated antinuclear immunofluorescence antibody analysis is a reliable approach in routine clinical laboratories
  21. Infrared analyzers for breast milk analysis: fat levels can influence the accuracy of protein measurements
  22. Hematology and Coagulation
  23. A new approach to define acceptance limits for hematology in external quality assessment schemes
  24. The effects of transport by car on coagulation tests
  25. Combined measurement of factor XIII and D-dimer is helpful for differential diagnosis in patients with suspected pulmonary embolism
  26. Reference Values and Biological Variations
  27. Influence of age, gender and body mass index on late-night salivary cortisol in healthy adults
  28. Cancer Diagnostics
  29. Assessment of real-time PCR method for detection of EGFR mutation using both supernatant and cell pellet of malignant pleural effusion samples from non-small-cell lung cancer patients
  30. Detection of EGFR mutations in patients with non-small cell lung cancer by high resolution melting. Comparison with other methods
  31. Predicting outcomes of EGFR-targeted therapy in non-small cell lung cancer patients using pleural effusions samples and peptide nucleic acid probe assay
  32. Analytical and clinical performance of thyroglobulin autoantibody assays in thyroid cancer follow-up
  33. Thyroglobulin autoantibodies before radioiodine ablation predict differentiated thyroid cancer outcome
  34. Cardiovascular Diseases
  35. Real life dabigatran and metabolite concentrations, focused on inter-patient variability and assay differences in patients with atrial fibrillation
  36. Infectious Diseases
  37. HIV avidity index performance using a modified fourth-generation immunoassay to detect recent HIV infections
  38. Letters to the Editor
  39. Effect of age on serum prostate-specific antigen in women
  40. Falsely elevated thyroid-stimulating hormone value due to anti-ruthenium antibodies in a patient with primary hypothyroidism: a case report
  41. High titers of anti-infliximab antibody do not interfere with Abbott immunoassays
  42. Extraordinarily elevated serum CA19-9 in a patient with posterior mediastinum cyst: a case report
  43. Low levels of 25-OH vitamin D in women with endometriosis and associated pelvic pain
  44. Evaluation of serum cortisol biological variation in the evening withdrawal
  45. Distinction between urine crystals by automated urine analyzer SediMAX conTRUST is specific but lacks sensitivity
  46. Impact of heat-inactivation on anti-Toxoplasma IgM antibody levels
Downloaded on 3.11.2025 from https://www.degruyterbrill.com/document/doi/10.1515/cclm-2017-0144/html?lang=en
Scroll to top button