| Literature DB >> 35242244 |
Francisco Martín-Rodríguez1,2, Laura Melero-Guijarro3, Guillermo J Ortega4, Ancor Sanz-García4, Teresa de la Torre de Dios5, Jesús Álvarez Manzanares6, José L Martín-Conty7, Miguel A Castro Villamor2, Juan F Delgado Benito1, Raúl López-Izquierdo6.
Abstract
BACKGROUND: The aim of this study was to assess the role of prehospital point-of-care N-terminal probrain natriuretic peptide to predict sepsis, septic shock, or in-hospital sepsis-related mortality.Entities:
Mesh:
Substances:
Year: 2022 PMID: 35242244 PMCID: PMC8886755 DOI: 10.1155/2022/5351137
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Figure 1Participant inclusion flow diagram.
Baseline patients' characteristic-based sepsis diagnosis.
| Total | Sepsis | Nonsepsis |
| |
|---|---|---|---|---|
| No. (%) with dataa | 1360 | 111 (8.2) | 1249 (91.8) | |
| Age (y) | 73 (59-83) | 77 (65-87) | 73 (59-82) | .011 |
| Sex (female) | 580 (42.6) | 40 (36) | 540 (43.2) | .142 |
| Time (minutes) | ||||
| Arrival | 11 (9-15) | 12 (9-17) | 11 (9-15) | .282 |
| Assistance | 33 (27-41) | 34 (28-42) | 33 (26-41) | .025 |
| Transfer | 11 (8-16) | 12 (10-17) | 11 (8-16) | .086 |
| Advanced life support | 888 (65.3) | 73 (65.8) | 434 (34.7) | .913 |
| Zone (urban) | 1056 (77.6) | 80 (72.1) | 976 (78.1) | .141 |
| Prehospital care | ||||
| Respiratory rate (bpm) | 18 (14-26) | 27 (23-33) | 18 (14-24) | <.001 |
| Pulse oximetry saturation (%) | 96 (92-98) | 92 (82-95) | 96 (93-98) | <.001 |
| Supplemental oxygen | 150 (11) | 36 (32.4) | 114 (9.1) | <.001 |
| Systolic arterial pressure (mmHg) | 137 (116-158) | 106 (88-135) | 139 (120-160) | <.001 |
| Heart rate (bpm) | 85 (70-105) | 104 (83-124) | 84 (70-104) | <.001 |
| Temperature (°C) | 36.1 (35.8-36.7) | 37 (36-38.6) | 36.1 (35.8-36.6) | <.001 |
| Glasgow coma scale (points) | 15 (15-15) | 14 (11-15) | 15 (15-15) | <.001 |
| Volume (mL) | 250 (250-250) | 500 (25-1000) | 250 (250-250) | <.001 |
| Mechanical ventilation | 113 (8.3) | 17 (15.3) | 96 (7.7) | .005 |
| Norepinephrine | 52 (3.8) | 13 (11.7) | 39 (3.1) | <.001 |
| qSOFA (points) | 1 (0-1) | 2 (1-3) | 0 (0-1) | <.001 |
| NEWS2 (points) | 4 (2-8) | 10 (7-13) | 4 (2-7) | <.001 |
| NT-proBNP (pg/mL) | 328 (98-1147) | 1769 (609-3433) | 300 (75-1044) | <.001 |
| Hospital outcomes | ||||
| Hospital-inpatient | 912 (67.1) | 111 (100) | 801 (64.1) | <.001 |
| Hospitalization time (day) | 4 (0-9) | 8 (2-20) | 4 (0-7) | <.001 |
| Intensive care unit-admission | 139 (10.2) | 36 (32.4) | 103 (8.2) | <.001 |
| Mechanical ventilation | 131 (9.6) | 28 (25.2) | 103 (8.2) | <.001 |
| Norepinephrine | 121 (8.9) | 41 (36.9) | 80 (6.4) | <.001 |
| Septic shock | 44 (3.2) | 44 (39.6) | 0 | NA |
| In-hospital mortality | 64 (4.7) | 64 (57.7) | 0 | NA |
| ACCI (points) | 5 (3-7) | 7 (6-10) | 5 (3-7) | <.001 |
| AIDS | 20 (1.5) | 2 (1.9) | 18 (1.4) | .762 |
| Solid tumor metastatic | 65 (4.8) | 11 (9.9) | 54 (4.3) | .008 |
| Liver disease severe | 65 (4.8) | 11 (9.9) | 54 (4.3) | .008 |
| Lymphoma | 15 (1.1) | 3 (2.7) | 12 (1) | .092 |
| Leukemia | 18 (1.3) | 2 (1.8) | 16 (1.3) | .646 |
| Solid tumor localized | 314 (23.1) | 39 (35.1) | 275 (22) | .002 |
| DM end organ damage | 204 (15) | 13 (11.7) | 191 (15.3) | .312 |
| Severe chronic kidney disease | 195 (14.3) | 25 (22.5) | 170 (13.6) | .010 |
| Hemiplegia | 102 (7.5) | 18 (16.2) | 84 (6.7) | <.001 |
| DM uncomplicated | 204 (15) | 13 (811.7) | 191 (15.3) | .312 |
| Liver disease mild | 47 (3.5) | 4 (3.6) | 43 (3.4) | .929 |
| Peptic ulcer disease | 180 (13.2) | 19 (17.1) | 161 (12.9) | .208 |
| Connective disease | 125 (9.2) | 15 (13.5) | 110 (8.8) | .100 |
| COPD | 303 (22.3) | 36 (32.4) | 267 (21.4) | .007 |
| Dementia | 210 (15.4) | 36 (32.4) | 174 (13.9) | <.001 |
| Cerebrovascular disease | 172 (12.6) | 18 (16.2) | 154 (12.3) | .238 |
| Peripheral vascular disease | 198 (14.6) | 16 (814.4) | 182 (14.6) | .964 |
| Congestive heart failure | 320 (23.5) | 37 (33.3) | 283 (22.7) | .011 |
| Myocardial infarction | 333 (24.5) | 21 (18.9) | 312 (25) | .147 |
qSOFA: quick Sequential Organ Failure Assessment; NEWS2: National Early Warning Score 2; NT-proBNP: N-terminal probrain natriuretic peptide; NA: not applicable; ACCI: age-adjusted Charlson comorbidity index; AIDS: acquired immunodeficiency syndrome; DM: diabetes mellitus; COPD: chronic obstructive pulmonary disease; PVD: peripheral vascular disease. aValues expressed as total number (fraction) and medians [25 percentile-75 percentile], as appropriate. bThe Mann–Whitney U test, t-test, or chi-squared test was used as appropriate.
Figure 2Observed number of cases for each of the outcomes: (a) sepsis, (b) septic shock, and (c) mortality for NT-proBNP; (d) sepsis, (e) septic shock, and (f) mortality for NEWS; and (g) sepsis, (h) septic shock, and (i) mortality for qSOFA. The grey shadowed area shows the predicted probability of the outcome.
Prehospital sepsis prediction using early warning scores.
| Low risk | High risk | ||
|---|---|---|---|
| Quick Sequential Organ Failure Assessment | |||
| 0-1 points | 2-3 points |
| |
| No. (%) with dataa | 1112 (81.8) | 248 (18.2) | |
| Age (y) | 73 (59-82) | 76 (61-85) | .275 |
| Sex (female) | 487 (43.4) | 93 (37.5) | .017 |
| Prehospital care | |||
| Volume (mL) | 250 (250-250) | 500 (250-500) | <.001 |
| Mechanical ventilation | 51 (4.6) | 62 (25) | <.001 |
| Norepinephrine | 10 (0.9) | 42 (16.9) | <.001 |
| NT-proBNP (pg/mL) | 289 (67-1038) | 696 (224-2633) | <.001 |
| Hospital outcomes | |||
| ACCI (points) | 5 (3-7) | 7 (5-9) | <.001 |
| Hospital-inpatient | 695 (62.5) | 217 (87.5) | <.001 |
| Hospitalization time (day) | 4 (0-8) | 5 (1-11) | .008 |
| Intensive care unit-admission | 83 (7.5) | 56 (22.6) | <.001 |
| Mechanical ventilation | 74 (6.7) | 57 (23) | <.001 |
| Norepinephrine | 53 (4.8) | 68 (27.4) | <.001 |
| Sepsis | 44 (4) | 67 (27) | <.001 |
| Septic shock | 16 (1.4) | 28 (11.3) | <.001 |
| In-hospital mortality | 25 (2.2) | 39 (15.7) | <.001 |
| National Early Warning Score 2 | |||
| ≤4 points | ≥5 points |
| |
| No. (%) with dataa | 705 (51.8) | 655 (48.2) | |
| Age (y) | 71 (56-80) | 75 (64-85) | <.001 |
| Sex (female) | 283 (40.1) | 297 (45.3) | .053 |
| Prehospital care | |||
| Volume (mL) | 250 (250-250) | 250 (250-500) | <.001 |
| Mechanical ventilation | 9 (1.3) | 104 (15.9) | <.001 |
| Norepinephrine | 0 | 52 (7.9) | <.001 |
| NT-proBNP (pg/mL) | 208 (0-559) | 650 (201-2399) | <.001 |
| Hospital outcomes | |||
| ACCI (points) | 5 (2-7) | 6 (4-9) | <.001 |
| Hospital-inpatient | 381 (54) | 531 (81.1) | <.001 |
| Hospitalization time (day) | 3 (0-7) | 6 (1-11) | <.001 |
| Intensive care unit-admission | 31 (4.4) | 108 (16.5) | <.001 |
| Mechanical ventilation | 26 (3.7) | 105 (16) | <.001 |
| Norepinephrine | 13 (1.8) | 108 (16.5) | <.001 |
| Sepsis | 8 (1.1) | 103 (15.7) | <.001 |
| Septic shock | 4 (0.6) | 40 (6.1) | <.001 |
| In-hospital mortality | 4 (0.6) | 60 (9.2) | <.001 |
NT-proBNP: N-terminal probrain natriuretic peptide; ACCI: age-adjusted Charlson comorbidity index; NA: not applicable. aValues expressed as total number (fraction) and medians [25 percentile-75 percentile], as appropriate. bThe Mann–Whitney U test, t-test, or chi-squared test was used as appropriate.
Predictive validity of NT-proBNP according to NEWS and qSOFA subgroups.
| Sepsis | AUC (95% CI) |
|---|---|
| NEWS < 5 | 0.880 (0.757-1) |
| NEWS ≥ 5 | 0.713 (0.654-0.773) |
| qSOFA ≤ 1 | 0.809 (0.735-0.881) |
| qSOFA > 1 | 0.705 (0.621-0.788) |
| Septic shock | |
| NEWS < 5 | 0.862 (0.643-1) |
| NEWS ≥ 5 | 0.768 (0.695-0.841) |
| qSOFA ≤ 1 | 0.908 (0.839-0.976) |
| qSOFA > 1 | 0.708 (0.605-0.812) |
| Mortality | |
| NEWS < 5 | 0.940 (0.874-1) |
| NEWS ≥ 5 | 0.828 (0.772-0.885) |
| qSOFA ≤ 1 | 0.903 (0.855-0.950) |
| qSOFA > 1 | 0.823 (0.742-0.904) |
AUC: area under the curve; 95% CI: 95% confidence interval. aThe low number of cases do not allow the validation procedure.