Skip to main content

Advertisement

Log in

Diabetes was the only comorbid condition associated with mortality of invasive pneumococcal infection in ICU patients: a multicenter observational study from the Outcomerea research group

  • Original Paper
  • Published:
Infection Aims and scope Submit manuscript

Abstract

Purposes

Streptococcus pneumoniae is a leading pathogen of severe community, hospital or nursing facility infections. We sought to describe characteristics of invasive pneumococcal infection (IPI) and pneumonia (due to the high mortality of intensive care-associated pneumonia) and to report outcomes according to various types of comorbidity.

Methods

Multicenter observational cohort study on the prospective Outcomerea database, including adult patients, with a hospital stay < 48 h before ICU admission and a documented IPI within the first 72 h of ICU admission. Comorbid conditions were defined according to the Knaus and Charlson classification.

Results

Of the 20,235 patients, 5310 (26.4%) had an invasive infection, including 560/5,310 (10.6%) who had an IPI. The ICU 28-day mortality was 109/560 (19.8%). Four factors were independently associated with mortality: SOFA day 1–2: [hazard ratio (HR) 1.21; 95% confidence interval (95% CI) 1.15–1.27, p < 0.001]; maximum lactate level day 1–2: (HR 1.07, 95% CI 1.02–1.12, p = 0.006); diabetes mellitus: (HR 1.91, 95% CI 1.23–3.03, p = 0.006) and appropriate antibiotics (HR 0.28, 95% CI 0.15–0.50, p < 0.001). Comparable results were obtained when other comorbid conditions were forced into the model. Diabetes impact was more pronounced in case of micro- or macro-angiopathy (HR 4.17, 95%CI 1.68–10.54, p = 0.003), in patients ≥ 65 years old (HR 2.59, 95% CI 1.56–4.28, < 0.001) and in those with body mass index (BMI) < 25 kg/m2 (HR 2.11, 95% CI 1.10–4.06, p = 0.025).

Conclusions

Diabetes mellitus was the only comorbid condition which independently influenced mortality in patients with IPI. Its impact was more pronounced in patients with complications, aged ≥ 65 years and with BMI < 25 kg/m2.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. Welte T, Torres A, Nathwani D. Clinical and economic burden of community-acquired pneumonia among adults in Europe. Thorax. 2012;67:71–9.

    Article  CAS  PubMed  Google Scholar 

  2. Kyaw MH, Rose CE Jr, Fry AM, Singleton JA, Moore Z, Zell ER, et al. The influence of chronic illnesses on the incidence of invasive pneumococcal disease in adults. J Infect Dis. 2005;192:377–86.

    Article  PubMed  Google Scholar 

  3. Van Hoek AJ, Andrews N, Waight PA, Stowe J, Gates P, George R, et al. The effect of underlying clinical conditions on the risk of developing invasive pneumococcal disease in England. J Infect. 2012;65:17–24.

    Article  PubMed  Google Scholar 

  4. Cilloniz C, Torres A, Manzardo C, Gabarrus A, Ambrosioni J, Salazar A, et al. Community-acquired pneumococcal pneumonia in virologically suppressed hiv-infected adult patients: a matched case-control study. Chest. 2017;152:295–303.

    Article  PubMed  Google Scholar 

  5. Inghammar M, Engstrom G, Ljungberg B, Lofdahl CG, Roth A, Egesten A. Increased incidence of invasive bacterial disease in chronic obstructive pulmonary disease compared to the general population—a population based cohort study. BMC Infect Dis. 2014;14:163.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Shea KM, Edelsberg J, Weycker D, Farkouh RA, Strutton DR, Pelton SI. Rates of pneumococcal disease in adults with chronic medical conditions. Open Forum Infect Dis. 2014;1:ofu024.

    Article  PubMed  PubMed Central  Google Scholar 

  7. Tomczyks T, Bennett N, Stoecker C, Gierke R, Moore M, Whitney C, et al. Use of 13-valent pneumococcal conjugate vaccine and 23-valent pneumococcal polysaccharide vaccine among adults aged ≥ 65 years: Recommendations of the Advisory Committee on Immunization Practices (ACIP). MMWR Morb Mortal Wkly Rep. 2014;63:822–5.

    Google Scholar 

  8. Blasi F, Akova M, Bonanni P, Dartois N, Sauty E, Webber C, et al. Community-acquired pneumonia in adults: Highlighting missed opportunities for vaccination. Eur J Intern Med. 2017;37:13–8.

    Article  PubMed  Google Scholar 

  9. Kaplan V, Angus DC, Griffin MF, Clermont G, Scott Watson R, Linde-Zwirble WT. Hospitalized community-acquired pneumonia in the elderly: age- and sex-related patterns of care and outcome in the United States. Am J Respir Crit Care Med. 2002;165:766–72.

    Article  PubMed  Google Scholar 

  10. Kornum JB, Thomsen RW, Riis A, Lervang HH, Schonheyder HC, Sorensen HT. Type 2 diabetes and pneumonia outcomes: a population-based cohort study. Diabetes Care. 2007;30:2251–7.

    Article  PubMed  Google Scholar 

  11. Van Hoek AJ, Andrews N, Waight PA, George R, Miller E. Effect of serotype on focus and mortality of invasive pneumococcal disease: coverage of different vaccines and insight into non-vaccine serotypes. PLoS One. 2012;7:e39150.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Mongardon N, Max A, Bougle A, Pene F, Lemiale V, Charpentier J, et al. Epidemiology and outcome of severe pneumococcal pneumonia admitted to intensive care unit: a multicenter study. Crit Care. 2012;16:R155.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Auburtin M, Porcher R, Bruneel F, Scanvic A, Trouillet JL, Bedos JP, et al. Pneumococcal meningitis in the intensive care unit: prognostic factors of clinical outcome in a series of 80 cases. Am J Respir Crit Care Med. 2002;165:713–7.

    Article  PubMed  Google Scholar 

  14. Hanada S, Iwata S, Kishi K, Morozumi M, Chiba N, Wajima T, et al. Host factors and biomarkers associated with poor outcomes in adults with invasive pneumococcal disease. PLoS One. 2016;11:e0147877.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–83.

    Article  CAS  Google Scholar 

  16. Knaus WA, Zimmerman JE, Wagner DP, Draper EA, Lawrence DE. APACHE-acute physiology and chronic health evaluation: a physiologically based classification system. Crit Care Med. 1981;9:591–7.

    Article  CAS  PubMed  Google Scholar 

  17. Le Gall JR, Lemeshow S, Saulnier F. A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study. JAMA. 1993;270:2957–63.

    Article  PubMed  Google Scholar 

  18. Le Gall JR, Klar J, Lemeshow S, Saulnier F, Alberti C, Artigas A, et al. The logistic organ dysfunction system. A new way to assess organ dysfunction in the intensive care unit. ICU Scoring Group JAMA. 1996;276:802–10.

    PubMed  Google Scholar 

  19. Cilloniz C, Ferrer M, Liapikou A, Garcia-Vidal C, Gabarrus A, Ceccato A, et al. Acute respiratory distress syndrome in mechanically-ventilated patients with community-acquired pneumonia. Eur Respir J. 2018;29:51.

    Google Scholar 

  20. Ferrer M, Travierso C, Cilloniz C, Gabarrus A, Ranzani OT, Polverino E, et al. Severe community-acquired pneumonia: characteristics and prognostic factors in ventilated and non-ventilated patients. PLoS One. 2018;13:e0191721.

    Article  PubMed  PubMed Central  Google Scholar 

  21. Singer M. The new sepsis consensus definitions (Sepsis-3): the good, the not-so-bad, and the actually-quite-pretty. Intensive Care Med. 2016;42:2027–9.

    Article  PubMed  Google Scholar 

  22. Annane D, Bellissant E, Bollaert PE, Briegel J, Keh D, Kupfer Y. Corticosteroids for treating sepsis. Cochrane Database Syst Rev. 2015;12:CD002243.

    Google Scholar 

  23. Lin D, Wei L, Ying Z. Checking the cox model with cumulative sums of martinguale based residuals. Biometrika. 1993;80:557–72.

    Article  Google Scholar 

  24. Torres A, Blasi F, Dartois N, Akova M. Which individuals are at increased risk of pneumococcal disease and why? Impact of COPD, asthma, smoking, diabetes, and/or chronic heart disease on community-acquired pneumonia and invasive pneumococcal disease. Thorax. 2015;70:984–9.

    Article  PubMed  PubMed Central  Google Scholar 

  25. Ricketson LJ, Nettel-Aguirre A, Vanderkooi OG, Laupland KB, Kellner JD. Factors influencing early and late mortality in adults with invasive pneumococcal disease in Calgary, Canada: a prospective surveillance study. PLoS One. 2013;8:e71924.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Hirata Y, Tomioka H, Sekiya R, Yamashita S, Kaneda T, Kida Y, et al. Association of hyperglycemia on admission and during hospitalization with mortality in diabetic patients admitted for pneumonia. Intern Med. 2013;52:2431–8.

    Article  PubMed  Google Scholar 

  27. Magliano DJ, Harding JL, Cohen K, Huxley RR, Davis WA, Shaw JE. Excess risk of dying from infectious causes in those with Type 1 and Type 2 diabetes. Diabetes Care. 2015;38:1274–80.

    Article  PubMed  Google Scholar 

  28. McAlister FA, Majumdar SR, Blitz S, Rowe BH, Romney J, Marrie TJ. The relation between hyperglycemia and outcomes in 2471 patients admitted to the hospital with community-acquired pneumonia. Diabetes Care. 2005;28:810–5.

    Article  PubMed  Google Scholar 

  29. De Grooth HJ, Geenen IL, Girbes AR, Vincent JL, Parienti JJ, Oudemans-van Straaten HM. SOFA and mortality endpoints in randomized controlled trials: a systematic review and meta-regression analysis. Crit Care. 2017;21:38.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Soliman HM, Vincent JL. Prognostic value of admission serum lactate concentrations in intensive care unit patients. Acta Clin Belg. 2010;65:176–81.

    Article  CAS  PubMed  Google Scholar 

  31. Vincent JL, Sakr Y. SOFA so good for predicting long-term outcomes. Resuscitation. 2012;83:537–8.

    Article  PubMed  Google Scholar 

  32. Georges H, Leroy O, Vandenbussche C, Guery B, Alfandari S, Tronchon L, et al. Epidemiological features and prognosis of severe community-acquired pneumococcal pneumonia. Intensive Care Med. 1999;25:198–206.

    Article  CAS  PubMed  Google Scholar 

  33. Moine P, Vercken JB, Chevret S, Gajdos P. Severe community-acquired pneumococcal pneumonia. The French Study Group of Community-Acquired Pneumonia in ICU. Scand J Infect Dis. 1995;27:201–6.

    Article  CAS  PubMed  Google Scholar 

  34. Krinsley JS, Grover A. Severe hypoglycemia in critically ill patients: risk factors and outcomes. Crit Care Med. 2007;35:2262–7.

    Article  PubMed  Google Scholar 

  35. Van den Berghe G, Bouillon R, Mesotten D. Glucose control in critically ill patients. N Engl J Med. 2009;361:89 (author reply 91–92).

    Article  PubMed  Google Scholar 

  36. Van den Berghe G, Schetz M, Vlasselaers D, Hermans G, Wilmer A, Bouillon R, et al. Clinical review: Intensive insulin therapy in critically ill patients: NICE-SUGAR or Leuven blood glucose target? J Clin Endocrinol Metab. 2009;94:3163–70.

    Article  CAS  PubMed  Google Scholar 

  37. Calendrier des vaccinations et recommendations vaccinales 2018 en France. 2018. http://solidarites-sante.gouv.fr/prevention-en-sante/preserver-sa-sante/vaccination/calendrier-vaccinal.

  38. Prevention CfDCa. Pneumococcal vaccination. 2016. https://www.cdc.gov/vaccines/vpd/pneumo/.

  39. Vila-Corcoles A, Ochoa-Gondar O, Rodriguez-Blanco T, Raga-Luria X, Gomez-Bertomeu F, Group ES. Epidemiology of community-acquired pneumonia in older adults: a population-based study. Respir Med. 2009;103:309–16.

    Article  PubMed  Google Scholar 

  40. Almirall J, Bolibar I, Serra-Prat M, Roig J, Hospital I, Carandell E, et al. New evidence of risk factors for community-acquired pneumonia: a population-based study. Eur Respir J. 2008;31:1274–84.

    Article  CAS  PubMed  Google Scholar 

  41. Huijts SM, Van Werkhoven CH, Bolkenbaas M, Grobbee DE, Bonten MJM. Post-hoc analysis of a randomized controlled trial: diabetes mellitus modifies the efficacy of the 13-valent pneumococcal conjugate vaccine in elderly. Vaccine. 2017;35:4444–9.

    Article  CAS  PubMed  Google Scholar 

  42. Vesin A, Azoulay E, Ruckly S, Vignoud L, Rusinova K, Benoit D, et al. Reporting and handling missing values in clinical studies in intensive care units. Intensive Care Med. 2013;39:1396–404.

    Article  PubMed  Google Scholar 

  43. Alanee SR, McGee L, Jackson D, Chiou CC, Feldman C, Morris AJ, et al. Association of serotypes of Streptococcus pneumoniae with disease severity and outcome in adults: an international study. Clin Infect Dis. 2007;45:46–51.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We thank Celine Feger, MD (EMIBiotech), for her assistance in preparing the manuscript, and ICUREsearch SAS for the statistical analysis.

Funding

The study was granted by PfizerTM which had no role in the design, conduct or data analysis of the present study or in the decision to submit the manuscript for publication.

Author information

Authors and Affiliations

Authors

Contributions

MGO wrote the manuscript and MGO, EA, SR and JFT interpreted the data. All authors read the manuscript and approved the final manuscript.

Corresponding author

Correspondence to Maité Garrouste-Orgeas.

Ethics declarations

Conflict of interest

MGO: shares in ICUREsearch. JFT: scientific board: ICUREsearch, Bayer, Merk, Paratek, 3M, Gilead. Lectures for Gilead, Pfizer, Merck, Astellas. Grants from Pfizer, 3M, Merck, Astellas. EA: is part of the board of Gilead Sciences. He has received fees for lecture from Gilead, Astellas, MSD, Alexion and Baxter. His institution has received research support from Glead, Pfizer, Fisher & Payckle, Jazz pharma, Alexion and Basilea. SR, JRZ: shares in ICUREsearch, JPB: scientific board Pfizer, Lectures Pfizer, MSD. No conflict of interests: LA, GM, CS, EdM, JPB, BS, CA, DGT, ASD, HK, SJ, MD.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (DOCX 31 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Garrouste-Orgeas, M., Azoulay, E., Ruckly, S. et al. Diabetes was the only comorbid condition associated with mortality of invasive pneumococcal infection in ICU patients: a multicenter observational study from the Outcomerea research group. Infection 46, 669–677 (2018). https://doi.org/10.1007/s15010-018-1169-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s15010-018-1169-6

Keywords

Navigation