Method of detecting sepsis using vital signs, including systolic blood pressure, hematology parameters, and combinations thereof
Using vital sign measurements, such as systolic blood pressure (SBP), when combined with hematology parameters such as White Blood Cell Count (WBC) and Monocyte Distribution Width (MDW), has been identified as an improved method for detecting sepsis. The probability of having or developing sepsis is determined when each measurement is compared to a predetermined criteria and the combination of measurements that are within a reference range determines this probability.
1. A method of assessing a probability that a patient associated with a blood sample will develop sepsis comprising:
a. automatically obtaining, from at least one electronic medical record, one or more vital signs;
b. obtaining a set of patient measurements comprising white blood cell count (WBC), monocyte distribution width (MDW) based on analyzing the blood sample using a hematology analyzer adapted to capture measurements of blood cells comprised by the blood sample in a measurement module;
c. storing the set of patient measurements and the one or more vital signs at a laboratory information system;
d. via the laboratory information system, based on execution of a set of instructions stored on a non-transitory computer readable medium, performing acts comprising:
i. detecting a sepsis predictive combination in the set of patient measurements by comparing at least one of the one or more vital signs and one or more hematology parameters from the set of patient measurements with respective predetermined criteria; and
ii. providing the probability that the patient will develop sepsis when the sepsis predictive combination is detected in the set of patient measurements.
2. The method of claim 1 , wherein the at least one of the one or more vital signs is blood pressure.
3. The method of claim 2 , wherein the blood pressure is systolic blood pressure (SBP).
4. The method of claim 3 , wherein the predetermined criteria for SBP is a value of or below about 100 mmHg.
5. The method of claim 1 , wherein
a. at least one measurement from the set of patient measurements is inputted from an electronic medical record; and
b. at least one measurement from the set of patient measurements is inputted from an analyzer.
6. The method of claim 1 , wherein:
a. the one or more hematology parameters comprises MDW; and
b. the predetermined criteria for MDW is a value above 20.0 channels.
7. The method of claim 1 , wherein
a. the one or more hematology parameters comprises WBC; and
b. the predetermined criteria for WBC is a value less than about 4.0×10 3 /μL, or greater than about 12.0×10 3 /μL.
8. The method of claim 1 , wherein:
a. the one or more hematology parameters comprises WBC; and
b. the predetermined criteria for WBC is a value less than about 5.0×10 3 /μL, or greater than about 10.0×10 3 /μL.
9. The method of claim 1 , wherein the sepsis predictive combination is, for each of three measurements from the set of patient measurements, that measurement being within a range specified by its respective predetermined criteria.
10. The method of claim 1 , wherein:
a. the at least one of the one or more vital signs is a SIRS or qSOFA vital sign measurement; and
b. the predetermined criteria for the at least one of the one or more vital signs is a SIRS or qSOFA vital sign criteria.
11. The method of claim 1 , wherein the method comprises obtaining the set of patient measurements in an assessment of the patient in the first 12 hours of patient presentation.
12. The method of claim 1 , wherein the method comprises obtaining the set of patient measurements in an assessment of the patient after the first 12 hours of patient presentation.
13. The method of claim 1 , wherein:
a. the at least one of the one or more vital signs comprises systolic blood pressure; and
b. the one or more hematology parameters comprises MDW and WBC.
14. The method of claim 13 , wherein:
a. the predetermined criteria for systolic blood pressure is a value of or below 100 mmHg;
b. the predetermined criteria for MDW is a value above 20.0 channels; and
c. the predetermined criteria for WBC is a value less than 4.0×10 3 /μL, or greater than 12.0×10 3 /μL.
15. A system for assessing a probability that a patient associated with a blood sample will develop sepsis comprising:
a. a hematology analyzer adapted to capture measurements of blood cells comprised by the blood sample in a measurement module; and
b. a laboratory information system comprising a processor configured with instructions stored on a non-transitory computer readable medium to, when executed, cause the processor to perform acts comprising:
i. obtain a set of patient measurements which the hematology analyzer is adapted to generate, the set of patient measurements comprising white blood cell count (WBC), monocyte distribution width (MDW), and one or more vital signs;
ii. detect a sepsis predictive combination in the set of patient measurements by comparing at least one of the one or more vital signs and one or more hematology parameters from the set of patient measurements with respective predetermined criteria; and
iii. provide the probability that the patient will develop sepsis when the sepsis predictive combination is detected in the set of patient measurements.
16. The system of claim 15 , wherein the at least one of the one or more vital signs is systolic blood pressure (SBP).
17. The system of claim 16 , wherein the predetermined criteria for SBP is a value of or below about 100 mmHg.
18. The system of claim 15 , wherein:
a. the one or more hematology parameters comprises MDW; and
b. the predetermined criteria for MDW is a value above 20.0 channels.
19. The system of claim 15 , wherein
a. the one or more hematology parameters comprises WBC; and
b. the predetermined criteria for WBC is a value less than about 4.0×10 3 /μL, or greater than about 12.0×10 3 /μL.
20. The system of claim 15 , wherein:
a. the one or more hematology parameters comprises WBC; and
b. the predetermined criteria for WBC is a value less than about 5.0×10 3 /μL, or greater than about 10.0×103/μL.
21. The system of claim 15 , wherein the sepsis predictive combination is, for each of three measurements from the set of patient measurements, that measurement being within a range specified by its respective predetermined criteria.
22. The system of claim 15 , wherein:
a. the at least one of the one or more vital signs is a SIRS or qSOFA vital sign measurement; and
b. the predetermined criteria for the at least one of the one or more vital signs is a SIRS or qSOFA vital sign criteria.
23. The system of claim 15 , wherein:
a. the one or more hematology parameters comprises WBC and MDW; and
b. the at least one of the one or more vital signs comprises systolic blood pressure.
24. The system of claim 23 , wherein:
a. the predetermined criteria for systolic blood pressure is a value of or below 100 mmHg;
b. the predetermined criteria for MDW is a value above 20.0 channels; and
c. the predetermined criteria for WBC is a value less than 4.0×10 3 /μL, or greater than 12.0×10 3 /μL.