Risk-Based Care: Let's Think Outside the Box

Overview

Journal Front Med (Lausanne)

Specialty General Medicine

Date 2021 Mar 15

PMID 33718394

Authors

James Geoffrey Chase

Geoffrey M Shaw

Jean-Charles Preiser

Jennifer L Knopp

Thomas Desaive

Affiliations

Soon will be listed here.

References

Faust O, Hagiwara Y, Hong T, Lih O, Rajendra Acharya U . Deep learning for healthcare applications based on physiological signals: A review. Comput Methods Programs Biomed. 2018; 161:1-13. DOI: 10.1016/j.cmpb.2018.04.005. View

Vincent J . Improved survival in critically ill patients: are large RCTs more useful than personalized medicine? No. Intensive Care Med. 2016; 42(11):1778-1780. DOI: 10.1007/s00134-016-4482-5. View

Blaha J, Kopecky P, Matias M, Hovorka R, Kunstyr J, Kotulak T . Comparison of three protocols for tight glycemic control in cardiac surgery patients. Diabetes Care. 2009; 32(5):757-61. PMC: 2671097. DOI: 10.2337/dc08-1851. View

Falciglia M, Freyberg R, Almenoff P, DAlessio D, Render M . Hyperglycemia-related mortality in critically ill patients varies with admission diagnosis. Crit Care Med. 2009; 37(12):3001-9. PMC: 2905804. DOI: 10.1097/CCM.0b013e3181b083f7. View

Torgerson D, Raftery J . Economic notes. Discounting. BMJ. 1999; 319(7214):914-5. PMC: 1116731. DOI: 10.1136/bmj.319.7214.914. View

Kalfon P, Le Manach Y, Ichai C, Brechot N, Cinotti R, Dequin P . Severe and multiple hypoglycemic episodes are associated with increased risk of death in ICU patients. Crit Care. 2015; 19:153. PMC: 4470320. DOI: 10.1186/s13054-015-0851-7. View

Auriemma C, Van den Berghe G, Halpern S . Less is more in critical care is supported by evidence-based medicine. Intensive Care Med. 2019; 45(12):1806-1809. PMC: 7306884. DOI: 10.1007/s00134-019-05771-2. View

Chase J, Dickson J . Traversing the valley of glycemic control despair. Crit Care. 2017; 21(1):237. PMC: 5590151. DOI: 10.1186/s13054-017-1824-9. View

Bagshaw S, Bellomo R, Jacka M, Egi M, Hart G, George C . The impact of early hypoglycemia and blood glucose variability on outcome in critical illness. Crit Care. 2009; 13(3):R91. PMC: 2717463. DOI: 10.1186/cc7921. View

10.

Dubois J, Van Herpe T, van Hooijdonk R, Wouters R, Coart D, Wouters P . Software-guided versus nurse-directed blood glucose control in critically ill patients: the LOGIC-2 multicenter randomized controlled clinical trial. Crit Care. 2017; 21(1):212. PMC: 5557320. DOI: 10.1186/s13054-017-1799-6. View

11.

Signal M, Le Compte A, Shaw G, Chase J . Glycemic levels in critically ill patients: are normoglycemia and low variability associated with improved outcomes?. J Diabetes Sci Technol. 2012; 6(5):1030-7. PMC: 3570836. DOI: 10.1177/193229681200600506. View

12.

Lin J, Lee D, Chase J, Shaw G, Le Compte A, Lotz T . Stochastic modelling of insulin sensitivity and adaptive glycemic control for critical care. Comput Methods Programs Biomed. 2007; 89(2):141-52. DOI: 10.1016/j.cmpb.2007.04.006. View

13.

Preiser J, Lheureux O, Thooft A, Brimioulle S, Goldstein J, Vincent J . Near-Continuous Glucose Monitoring Makes Glycemic Control Safer in ICU Patients. Crit Care Med. 2018; 46(8):1224-1229. DOI: 10.1097/CCM.0000000000003157. View

14.

Moghissi E, Korytkowski M, DiNardo M, Einhorn D, Hellman R, Hirsch I . American Association of Clinical Endocrinologists and American Diabetes Association consensus statement on inpatient glycemic control. Diabetes Care. 2009; 32(6):1119-31. PMC: 2681039. DOI: 10.2337/dc09-9029. View

15.

Finney S, Zekveld C, Elia A, Evans T . Glucose control and mortality in critically ill patients. JAMA. 2003; 290(15):2041-7. DOI: 10.1001/jama.290.15.2041. View

16.

Chase J, Desaive T, Bohe J, Cnop M, De Block C, Gunst J . Improving glycemic control in critically ill patients: personalized care to mimic the endocrine pancreas. Crit Care. 2018; 22(1):182. PMC: 6091026. DOI: 10.1186/s13054-018-2110-1. View

17.

Krinsley J . Association between hyperglycemia and increased hospital mortality in a heterogeneous population of critically ill patients. Mayo Clin Proc. 2003; 78(12):1471-8. DOI: 10.4065/78.12.1471. View

18.

Krinsley J, Preiser J . Time in blood glucose range 70 to 140 mg/dl >80% is strongly associated with increased survival in non-diabetic critically ill adults. Crit Care. 2015; 19:179. PMC: 4446958. DOI: 10.1186/s13054-015-0908-7. View

19.

Whitcomb B, Pradhan E, Pittas A, Roghmann M, Perencevich E . Impact of admission hyperglycemia on hospital mortality in various intensive care unit populations. Crit Care Med. 2005; 33(12):2772-7. DOI: 10.1097/01.ccm.0000189741.44071.25. View

20.

Lanspa M, Krinsley J, Hersh A, Wilson E, Holmen J, Orme J . Percentage of Time in Range 70 to 139 mg/dL Is Associated With Reduced Mortality Among Critically Ill Patients Receiving IV Insulin Infusion. Chest. 2019; 156(5):878-886. DOI: 10.1016/j.chest.2019.05.016. View