| Literature DB >> 33149629 |
Abdulaziz Almutary1, Saqer Althunayyan2, Khaled Alenazi3, Abdulrahman Alqahtani4, Badar Alotaibi5, Marwa Ahmed6, Isam S Osman7, Adil Kakpuri8, Abdulaziz Alanazi9, Mohammed Arafat10, Abdulmajeed Al-Mutairi11, Fatma Bashraheel12, Faisal Almazroua1.
Abstract
PURPOSE: We assessed the National Early Warning Score (NEWS) in emergency triage for predicting sepsis-related outcomes.Entities:
Keywords: lactate; mortality; predictor; sepsis; septic shock
Year: 2020 PMID: 33149629 PMCID: PMC7602891 DOI: 10.2147/IDR.S275390
Source DB: PubMed Journal: Infect Drug Resist ISSN: 1178-6973 Impact factor: 4.003
National Early Warning Score (NEWS)
| Physiological Parameters | 3 | 2 | 1 | 0 | 1 | 2 | 3 |
|---|---|---|---|---|---|---|---|
| Respiration Rate (BPM) | ≤8 | 9–11 | 12–20 | 21–24 | ≥25 | ||
| Oxygen Saturation (%) | ≤91 | 92–93 | 94–95 | ≥96 | |||
| Any Supplemental Oxygen | Yes | No | |||||
| Temperature | ≤35 | 35.1–36.0 | 36.1–38.0 | 38.1–39.0 | ≥39.1 | ||
| Systolic Blood Pressure (mmHg) | ≤90 | 19–100 | 101–110 | 111–219 | ≥220 | ||
| Heart Rate (BPM) | ≤40 | 41–50 | 51–90 | 91–110 | 111–130 | ≥131 | |
| Level of Consciousness | Alert | U, P or V* |
Note: *Unresponsive, react to pain, or loud voice.
Figure 1Flowchart demonstrating the inclusion and exclusion criteria.
Patient Characteristic Among the Outcomes
| Characteristics | All Patients (N = 444) | Not Admitted to ICU (N = 258) | Admitted to ICU (N = 186) | p-value |
|---|---|---|---|---|
| Age, mean (SD), years | 58.7 (23.3) | 59.6 (22.8) | 57.3 (24.1) | 0.4113 |
| Male gender | 214 (48.2) | 129 (60.2) | 85 (39.7) | 0.971 |
| Hypertension, N (%) | 176 (39.6) | 110 (62.5) | 66 (37.5) | 0.010 |
| DM | 158 (40.1) | 96 (60.7) | 62(39.2) | 0.742 |
| Chronic renal failure | 34 (7.7) | 23 (67.6) | 11 (32.4) | 0.898 |
| Chronic heart failure, N (%) | 15 (3.4) | 9 (60.0) | 6 (40.0) | 0.740 |
| Pneumonia, N (%) | 176 (39.6) | 88 (50.0) | 88 (50.0) | 0.617 |
| Urinary tract infection, N (%) | 38 (9.0) | 27 (71.0) | 11 (28.9) | 0.012 |
| Other infection, N (%) | 166 (37.4) | 80 (48.2) | 86 (51.8) | 0.280 |
| Overall lactate, mean (SD) | 3.3 (2.8) | 2.82 (1.96) | 3.93 (3.40) | <0.001 |
| Overall WBC, mean (SD) | 13.0 (7.9) | 12.2(7.10) | 14.3 (8.73) | 0.0097 |
| NEWS | 7.85 (3.07) | 7.43 (2.86) | 8.35 (3.22) | 0.0021 |
| Required inotrope or vasopressor, N (%) | 58 (13.1) | 0 (00.0) | 58 (100.0) | <0.001 |
| Mortality, N (%) | 127 (28.6) | 29 (22.8) | 98 (77.2) | <0.001 |
NEWS as a Predictor for Hyperlactatemia
| NEWS | Sensitivity, % | Specificity, % | NPV, % | PPV, % | AUC |
|---|---|---|---|---|---|
| ≥4 | 97.1 (91.8, 99.4) | 7.78 (5.15, 11.2) | 89.7 (72.6, 97.8) | 24.7 (20.6, 29.2) | 0.524 (0.503, 0.546) |
| ≥5 | 95.2 (89.2, 98.4) | 13.8 (10.3, 17.9) | 90.2 (78.6,96.7) | 25.6 (21.3, 30.2) | 0.545 (0.517, 0.573) |
| ≥6 | 88.5 (80.7, 93.9) | 24.9 (20.3, 29.8) | 87.4 (79, 93.3) | 26.8 (22.2, 31.8) | 0.567 (0.528, 0.605) |
| ≥7 | 79.8 (70.8, 87) | 39.8 (34.5, 45.3) | 86.4 (79.9, 91.4) | 29.2 (24, 34.9) | 0.598 (0.551, 0.645) |
| ≥8 | 71.2 (61.4, 79.6) | 55.4 (49.9, 60.8) | 86 (80.7, 90.4) | 33.2 (27, 39.8) | 0.633 (0.581, 0.684) |
| ≥9 | 59.6 (49.5, 69.1) | 65.9 (60.5, 70.9) | 84 (79, 88.2) | 35.2 (28.2, 42.8) | 0.627 (0.574, 0.681) |
| ≥10 | 47.1 (37.2, 57.2) | 75.1 (70.2, 79.7) | 82 (77.3, 86.2) | 37.1 (28.9, 46) | 0.611 (0.558, 0.665) |
| ≥11 | 34.6 (25.6, 44.6) | 83.5 (79.1, 87.3) | 80.4 (75.8, 84.4) | 39.6 (29.5, 50.4) | 0.591 (0.541, 0.641) |
| ≥12 | 23.1 (15.4, 32.4) | 92.2 (88.8, 94.9) | 79.4 (75, 83.3) | 48 (33.7, 62.6) | 0.576 (0.533, 0.62) |
| ≥13 | 19.2 (12.2, 28.1) | 95.2 (92.3, 97.2) | 79.1 (74.8, 83) | 55.6 (38.1, 72.1) | 0.572 (0.532, 0.612) |
Figure 2NEWS as a predictor for hyperlactatemia.
NEWS Characteristics for Prediction of ICU Admission
| NEWS | Sensitivity, % | Specificity, % | NPV, % | PPV, % | AUC |
|---|---|---|---|---|---|
| ≥4 | 93.9 (88.6, 96.2) | 6.10 (3.29, 10.20) | 48.1 (28.7, 68.1) | 48.5 (43.4, 53.6) | 0.495 (0.472, 0.520) |
| ≥5 | 88.1 (82.8, 92.2) | 11.7 (7.74, 16.380) | 51.0 (36.3, 65.6) | 48.6 (43.4, 53.9) | 0.499 (0.468, 0.530) |
| ≥6 | 82.2 (76.2, 87.2) | 24.9 (19.2, 31.2) | 59.6 (48.6, 69.8) | 50.9 (45.4, 56.5) | 0.535 (0.496, 0.575) |
| ≥7 | 73.3 (66.6, 79.2) | 41.8 (35.1, 48.7) | 62.2 (53.8, 70.2) | 54.4 (48.3, 60.4) | 0.575 (0.530, 0.620) |
| ≥8 | 58.9 (51.8, 65.8) | 55.4 (48.5, 62.2) | 58.7 (51.6, 65.6) | 55.6 (48.7, 62.4) | 0.572 (0.524, 0.619) |
| ≥9 | 48.0 (41.0, 55.1) | 66.2 (59.4, 72.5) | 57.3 (50.9, 63.6) | 57.4 (49.6, 65.0) | 0.571 (0.524, 0.618) |
| ≥10 | 37.6 (30.9, 44.7) | 76.1 (69.7, 81.6) | 56.3 (50.3, 62.1) | 59.8 (50.8, 68.4) | 0.568 (0.524, 0.613) |
| ≥11 | 25.7 (19.9, 32.3) | 83.1 (77.4, 87.9) | 54.1 (48.6, 59.6) | 59.1 (48.1, 69.5) | 0.544 (0.505, 0.584) |
| ≥12 | 15.8 (11.1, 21.6) | 92.5 (88.1, 95.6) | 53.7 (48.4, 58.9) | 66.7 (51.6, 79.6) | 0.542 (0.511, 0.572) |
| ≥13 | 10.9 (6.9, 16.0) | 94.4 (90.4, 97.1) | 52.8 (47.6, 57.9) | 64.7 (46.7, 80.3) | 0.526 (.5, 0.553) |
Figure 3NEWS for prediction of ICU admission.
NEWS as a Predictor for Mortality
| NEWS | Sensitivity, % | Specificity, % | NPV, % | PPV, % | AUC |
|---|---|---|---|---|---|
| ≥4 | 93.7 (88, 97.2) | 6.75 (4.23, 10.1) | 72.4 (52.8, 87.3) | 29.1 (24.7, 33.8) | 0.502 (0.477, 0.528) |
| ≥5 | 89 (82.2, 93.8) | 11.9 (8.52, 16) | 72.5 (58.3, 84.1) | 29.2 (24.7, 34) | 0.504 (0.472, 0.537) |
| ≥6 | 84.3 (76.7, 90.1) | 24.1 (19.5, 29.3) | 78.9 (69.4, 86.6) | 31.2 (26.3, 36.4) | 0.542 (0.502, 0.582) |
| ≥7 | 73.2 (64.6, 80.7) | 38.6 (33.1, 44.2) | 77.9 (70.5, 84.2) | 32.7 (27.3, 38.5) | 0.559 (0.512, 0.606) |
| ≥8 | 62.2 (53.2, 70.7) | 53.7 (48, 59.3) | 77.7 (71.5, 83.1) | 35.4 (29.2, 42.1) | 0.58 (0.529, 0.63) |
| ≥9 | 50.4 (41.4, 59.4) | 64 (58.4, 69.3) | 76 (70.3, 81) | 36.4 (29.3, 43.9) | 0.572 (0.521, 0.623) |
| ≥10 | 40.2 (31.6, 49.2) | 74 (68.7, 78.7) | 75.2 (69.9, 79.9) | 38.6 (30.3, 47.5) | 0.571 (0.521, 0.62) |
| ≥11 | 29.9 (22.1, 38.7) | 83 (78.3, 87) | 74.4 (69.4, 78.9) | 41.8 (31.5, 52.6) | 0.564 (0.519, 0.61) |
| ≥12 | 18.9 (12.5, 26.8) | 91.6 (88, 94.5) | 73.5 (68.8, 77.8) | 48 (33.7, 62.6) | 0.553 (0.515, 0.59) |
| ≥13 | 12.6 (7.38, 19.7) | 93.6 (90.2, 96) | 72.4 (67.7, 76.7) | 44.4 (27.9, 61.9) | 0.531 (0.499, 0.563) |
Figure 4NEWS as a predictor of mortality.
NEWS as a Predictor for Combined Worse Outcome (ICU Admission or Mortality)
| NEWS | Sensitivity, % | Specificity, % | NPV, % | PPV, % | AUC |
|---|---|---|---|---|---|
| ≥4 | 93.6 (89.6, 96.4) | 6.86 (3.80,11.2) | 48.3 (29.4, 67.5) | 53.5 (48.6, 58.5) | 0.502 (0.479, 0.526) |
| ≥5 | 88.5 (83.7, 92.3) | 11.8 (7.69, 17.0) | 47.1 (32.9, 61.5) | 53.5 (48.4, 58.5) | 0.501 (0.471, 0.531) |
| ≥6 | 82.5 (77.0, 87.1) | 26.5 (20.6, 33.1) | 56.8 (46.3, 67.0) | 56.3 (50.8, 61.6) | 0.545 (.506, 0.584) |
| ≥7 | 72.6 (66.5, 78.3) | 44.1 (37.2, 51.2) | 58.4 (50.2, 66.3) | 59.9 (53.9, 65.6) | 0.584 (0.539, 0.628) |
| ≥8 | 59.4 (52.8, 65.8) | 58.8 (51.7, 65.6) | 55.8 (48.9, 62.6) | 62.3 (55.6, 68.7) | 0.591 (0.545, 0.637) |
| ≥9 | 47.9 (41.3, 54.5) | 68.6 (61.8, 74.9) | 53.4 (47.2, 59.6) | 63.6 (56.1, 70.7) | 0.582 (0.537, 0.628) |
| ≥10 | 36.8 (30.6, 43.3) | 77.5 (71.1, 83.0) | 51.6 (45.9, 57.4) | 65.2 (56.4, 73.2) | 0.571 (0.529, 0.613) |
| ≥11 | 24.8 (19.4, 30.8) | 83.8 (78.0, 88.6) | 49.3 (43.9, 54.7) | 63.7 (53.0, 73.6) | 0.543 (0.506, 0.581) |
| ≥12 | 14.5 (10.3, 19.7) | 92.2 (87.6, 95.5) | 48.5 (43.4, 53.6) | 68.0 (53.3, 80.5) | 0.533 (0.504, 0.563) |
| ≥13 | 9.83 (6.33, 14.4) | 93.6 (89.3, 96.6) | 47.5 (42.5, 52.5) | 63.9 (46.2, 79.2) | 0.517 (0.492, 0.543) |
Figure 5NEWS as a predictor for combined worse outcome (ICU admission or mortality).