| Literature DB >> 34417831 |
Marion Moseby-Knappe1, Niklas Mattsson-Carlgren2,3,4, Pascal Stammet5, Sofia Backman6, Kaj Blennow7,8, Josef Dankiewicz9, Hans Friberg10, Christian Hassager11,12, Janneke Horn13, Jesper Kjaergaard14, Gisela Lilja2, Christian Rylander15, Susann Ullén16, Johan Undén17,18, Erik Westhall6, Matt P Wise19, Henrik Zetterberg7,8,20,21,22, Niklas Nielsen23, Tobias Cronberg2.
Abstract
PURPOSE: The majority of unconscious patients after cardiac arrest (CA) do not fulfill guideline criteria for a likely poor outcome, their prognosis is considered "indeterminate". We compared brain injury markers in blood for prediction of good outcome and for identifying false positive predictions of poor outcome as recommended by guidelines.Entities:
Keywords: Blood biomarkers; Cardiac arrest; ERC/ESICM guidelines; Good neurological outcome; Neurofilament light; Prognostication
Mesh:
Substances:
Year: 2021 PMID: 34417831 PMCID: PMC8421280 DOI: 10.1007/s00134-021-06481-4
Source DB: PubMed Journal: Intensive Care Med ISSN: 0342-4642 Impact factor: 17.440
Patient characteristics
| At least 1 sample | All 6 markers available | |
|---|---|---|
| Age | 65 (56–73) | 65 (56–73) |
| Male | 580 (80.9) | 552 (80.8) |
| Minutes to ROSC | 25 (17–39) | 25 (16–39) |
| Initial rhythm shockable | 558 (77.8) | 537 (78.6) |
| TTM 33 °C | 359 (50.1) | 343 (50.2) |
| CPC at 6 months | ||
| 1 | 313 (44) | 304 (44.5) |
| 2 | 44 (6.1) | 43 (6.3) |
| 3 | 28 (3.9) | 27 (4) |
| 4 | 8 (1.1) | 8 (1.1) |
| 5 | 324 (45.2) | 301 (44.1) |
When calculating prognostic accuracies for normal values of the ERC/ESICM algorithm, all available data for any marker available on 24, 48 and/or 72 h post-arrest was included (N = 717 patients). Patients with results from all six biomarkers (NSE, S100B, NFL, tau, UCH-L1 and GFAP) on ≥ 1 time point were included when directly comparing prognostic accuracies between markers (N = 683). Results are presented as median (interquartile range) or numbers (percentages). ROSC; return of spontaneous circulation, TTM 33 °C; randomized to targeted temperature management 33 °C, CPC; Cerebral Performance Category Scale at 6 months post-arrest
Prognostic accuracies for normal range serum levels
| Biomarker/time | Sensitivity (95% CI) | Specificity (95% CI) | NPV | PPV | TN | FN | TP | FP | N |
|---|---|---|---|---|---|---|---|---|---|
| NSE 24 h | 85 (80.7–88.5) | 46.4 (41.1–51.8) | 76.1 (69.8–81.5) | 60.6 (56–65) | 153 | 48 | 272 | 177 | 650 |
| NSE 48 h | 83.6 (78.9–87.4) | 57.5 (52.3–63) | 79.5 (73.9–84.2) | 64.2 (59.3–68.9) | 186 | 48 | 244 | 136 | 614 |
| NSE 72 h | 80.4 (75.2–84.7) | 74.9 (69.8–79.4) | 81.6 (77.6–85.7) | 73.4 (68.1–78.2) | 230 | 52 | 213 | 77 | 572 |
| NSE any time point | 91.7 (88.3–94.2) | 37.1 (32.2–42.3) | 82.2 (75.4–87.4) | 58.7 (54.4–62.8) | 129 | 28 | 311 | 219 | 687 |
| S100B 24 h | 74.1 (69–78.6) | 69.3 (64.1–74) | 73.3 (68.1–77.9) | 70.1 (65–74.8) | 228 | 83 | 237 | 101 | 649 |
| S100B 48 h | 71.9 (66.5–76.8) | 73.2 (68.2–77.8) | 70.1 (69.3–78.9) | 74.4 (65.3–75.6) | 238 | 82 | 210 | 87 | 617 |
| S100B 72 h | 63.4 (57.4–69) | 81.1 (76.5–85.1) | 74 (67.5–76.8) | 72.4 (67.9–79.3) | 254 | 97 | 168 | 59 | 578 |
| S100B any time point | 80.5 (76–84.4) | 59.9 (54.7–64.9) | 76 (70.6–80.7) | 66.1 (61.4–70.5) | 209 | 66 | 273 | 140 | 688 |
| NFL 24 h | 95.4 (92.5–97.1) | 65 (59.8–69.8) | 93.4 (89.6–95.9) | 72.5 (68.2–76.5) | 228 | 16 | 325 | 123 | 692 |
| NFL 48 h | 96 (93.2–97.6) | 53.7 (48.4–59) | 93.3 (88.9–96) | 66.4 (62–70.5) | 181 | 13 | 308 | 156 | 658 |
| NFL 72 h | 96.5 (93.7- 98.1) | 50.8 (45.3–56.2) | 94.3 (89.8–96.9) | 63.4 (58.7–67.8) | 164 | 10 | 275 | 159 | 608 |
| NFL any time point | 97.5 (95.3–98.7) | 48.2 (43–53.4) | 95 (90.8–97.4) | 65.4 (61.3–69.3) | 172 | 9 | 350 | 185 | 716 |
| GFAP 24 h | 96.8 (94.4–98.2) | 40.8 (35.7–46) | 92.3 (87.5–95.9) | 61.8 (57.7–65.8) | 141 | 11 | 332 | 205 | 689 |
| GFAP 48 h | 97.2 (94.7–98.5) | 35.3 (30.4–40.6) | 92.9 (87.1–96.2) | 59 (54.8–63.1) | 118 | 9 | 311 | 216 | 654 |
| GFAP 72 h | 95.1 (91.9–97) | 44.4 (39.1–50) | 90.9 (85.3–94.5) | 60.7 (56.1–65.1) | 140 | 14 | 270 | 175 | 599 |
| GFAP any time point | 98 (96–99) | 31 (26.4–36) | 94 (88.2–97.1) | 58.9 (54.9–62.8) | 110 | 7 | 351 | 245 | 713 |
| Tau 24 h | 93.6 (90.4–95.7) | 28.3 (23.9–33.2) | 82 (74.2–87.8) | 55.8 (51.7–59.8) | 100 | 22 | 319 | 253 | 694 |
| Tau 48 h | 95 (92.1–96.9) | 41.3 (36.2–46.6) | 89.7 (84–93.6) | 60.6 (56.3–64.8) | 140 | 16 | 306 | 199 | 661 |
| Tau 72 h | 93 (89.5–95.4) | 51.7 (46.3–57.1) | 89.4 (84.1–93) | 62.9 (58.2–67.4) | 168 | 20 | 266 | 157 | 611 |
| Tau any time point | 97.2 (95–98.5) | 18.8 (15.1–23.1) | 87 (77.7–92.8) | 54.6 (50.7–58.4) | 67 | 10 | 349 | 290 | 716 |
| UCH-L1 24 h | 85.2 (81.1–88.6) | 63.8 (58.6–68.7) | 81.3 (76.3–85.5) | 70 (65.5–74.2) | 222 | 51 | 294 | 126 | 693 |
| UCH-L1 48 h | 81.7 (77.2–85.6) | 73.8 (68.9–78.2) | 81 (76.2–85-0) | 74.8 (70–79) | 251 | 59 | 264 | 89 | 663 |
| UCH-L1 72 h | 70.3 (64.8–75.3) | 88.1 (84.1–91.2) | 77.4 (72.9–81.4) | 83.6 (78.4–87.8) | 288 | 84 | 199 | 39 | 610 |
| UCH-L1 any time point | 89.4 (85.8–92.2) | 53.7 (48.5–58.8) | 83.4 (78–87.7) | 66 (61.7–70) | 191 | 38 | 320 | 165 | 714 |
Prognostic accuracies with 95% confidence intervals for normal values as defined in method at 24–72 h after cardiac arrest using all data available. Neurological outcome was dichotomized into good (CPC 1–2) and poor (CPC 3–5) at 6 months post-arrest. Prognostic accuracies on “any time point” indicates that serum levels were elevated above expected normal values on at least one time point. A sensitivity of 95.4% for NFL at 24 h indicates that 95.4% of poor outcome patients had abnormal serum NFL. The corresponding 65% specificity indicates that 65% of good outcome patients had NFL levels within normal range. A negative predictive value (NPV) of 93.4% indicates that if serum neurofilament light (NFL) at 24 h was within normal range, outcome was good in 93.4% of patients. A positive predictive value (PPV) of 72.5% indicates that if NFL was abnormal at 24 h post-arrest, outcome was poor in 72.5%
NSE neuron-specific enolase, GFAP glial fibrillary acidic protein total tau, UCH-L1 ubiquitin carboxy hydrolase L1, TN true negative (low biomarker levels in good outcome patients), FN false negative (low biomarker levels in poor outcome patients), TP true positive (high biomarker levels in poor outcome patients), FP false positive (high biomarker levels in good outcome patients), N number of samples
Fig. 1ERC/ESICM guideline algorithm and “indeterminate outcome”. Only patients with at least one brain injury marker sampled after 24, 48 or 72 h and alive > 72 h post-arrest were included. “Awake on day 3” refers to patients awake and obeying commands [Glasgow Coma Scale Motor Score (GCS-M) = 6] at 48–72 h post-arrest. Poor neurological outcome was defined as Cerebral Performance Category Scale 3–5 at 6 months follow-up. “Poor outcome likely” refers to patients fulfilling 2021 ERC/ESICM criteria [4]; GCS-M ≤ 3 > 72 ≤ 96 h post-arrest AND ≥ 2 pathological findings; (bilaterally absent corneal and pupillary reflexes, bilaterally absent N20 potentials on somatosensory-evoked potentials, diffuse and extensive hypoxic injury on CT or MRI, highly malignant EEG patterns, early generalized status myoclonus, NSE ≥ 60 ng/mL at 48 or 72 h post-arrest). “Indeterminate outcome” refers to patients alive and not awake on day 3 who do not fulfill ERC/ESICM criteria of poor outcome likely. *Missing NSE in N = 14 patients
Prognostic accuracies in patients with indeterminate outcome according to the ERC/ESICM algorithm
| Sensitivity | Specificity | NPV | PPV | TN | FN | TP | FP | ||
|---|---|---|---|---|---|---|---|---|---|
| NSE 17 ng/mL | 89.9 (84.6–93.5) | 35.3 (28.8–42.3) | 78.8 (69–86.2) | 56.5 (50.7–62.2) | 67 | 18 | 160 | 123 | 368 |
| S100B 0.105 µg/L | 72.6 (65.7–78.6) | 55.5 (48.4–62.4) | 68.4 (60.7–75.2) | 60.5 (53.8–66.8) | 106 | 49 | 130 | 85 | 370 |
| NFL 55 pg/mL | 96.3 (92.5–98.2) | 38.7 (32.1–45.7) | 91.5 (83.4–95.8) | 60.3 (54.7–65.7) | 75 | 7 | 181 | 119 | 382 |
| GFAP 22 pg/mL | 97.3 (93.9–98.9) | 26.4 (20.7–33.1) | 91.1 (80.7–96.1) | 56.3 (50.9–61.6) | 51 | 5 | 183 | 142 | 381 |
| Tau 1.55 pg/mL | 95.7 (91.8–97.8) | 19.6 (14.6–25.7) | 82.6 (69.3–90.9) | 53.6 (48.2–58.8) | 38 | 8 | 180 | 156 | 382 |
| UCH-L1 327 pg/mL | 85 (79.2–89.4) | 47.7 (40.7–54.7) | 76.7 (68.4–83.3) | 61.1 (55.1–66.9) | 92 | 28 | 159 | 101 | 380 |
Prognostic accuracies with 95% confidence intervals in patients classified as with indeterminate outcome according to the ERC/ESICM algorithm as displayed in Fig. 1 (N = 382 patients). Normal values were defined as described in methods and classified as pathological if elevated above cut-off at least once on any timepoint. Neurological outcome was dichotomized into good (Cerebral Performance Categories Scale 1–2) and poor (Cerebral Performance Category Scale 3–5) at 6 months post-arrest
TN true negative (low biomarker levels in good outcome patients), FN false negative (low biomarker levels in poor outcome patients), TP true positive (high biomarker levels in poor outcome patients), FP false positive (high biomarker levels in good outcome patients), NPV negative predictive value (amount of good outcome patients with normal serum concentrations), PPV positive predictive value (amount of poor outcome patients with abnormal serum concentrations), N = number of samples
Concordance between normal biomarker levels and pathological neuroprognostic findings
| NSE | S100B | NFL | GFAP | Tau | UCH-L1 | |
|---|---|---|---|---|---|---|
| PRCR absent | 0/20 (0) | 3/50 (6) Good outcome 0/3 (0) | 0/17 (0) | 0/12 (0) | 0/10 (0) | 0/26 (0) |
| N20 bilat. absent | 2/28 (7.1) Good outcome 1/2 (50) | 2/40 (5) Good outcome 0/2 (0) | 1/17 (5.9) Good outcome 1/1 (100) | 0/10 (0) | 0/12 (0) | 0/24 (0) |
| Status myoclonus | 1/157 (0) Good outcome 0/1 (0) | 2/275 (0.7) Good outcome 0/2 (0) | 1/181 (0.6) Good outcome 1/1 (100) | 1/117 (0.9) Good outcome 0/1 (0) | 1/77 (1.3) Good outcome 1/ 1 (100) | 0/229 (0) |
| MRI oedema | 0/6 (0) | 0/10 (0) | 0/1 (0) | 0/2 (0) | 0/4 (0) | 0/5 (0) |
| CT oedema | 2/54 (3.7) Good outcome 1/2 (50) | 7/90 (7.8) Good outcome 2/7 (28.6) | 0/47 (0) | 1/26 (3.8) Good outcome 1/1 (100) | 0/24 (0) | 1/74 (1.4) Good outcome 1/1 (100) |
EEG highly malignant | 2/38 (5.3) Good outcome 0/2 (0) | 2/67 (3) Good outcome 0/2 (0) | 1/35 (2.9) Good outcome 1/1 (100) | 1/23 (4.3) Good outcome 0 /1 (0) | 0/16 (0) | 0/47 (0) |
Overview of pathological neuroprognostic findings according to ERC/ESICM criteria [4] in patients with normal brain injury markers on all timepoints (24, 48 and 72 h post-arrest) where serum levels and results from prognostic examinations were available. Results are presented in numbers (percentages). Good neurological outcome was defined as (CPC 1–2) at 6 months. PRCR; bilaterally absent pupillary and corneal reflexes upon neuroprognostication, N20 bilat. absent; bilaterally N20 potentials on somatosensory-evoked potentials, CT oedema/MRI oedema; generalised oedema evaluated according to local radiologist at the patients hospital, status myoclonus; generalised myoclonus within the first two days post-arrest was reported daily for most patients, EEG highly malignant; suppression or burst-suppression with or without discharges [36]. h; hours after cardiac arrest. Normal range defined as described in methods
| In a large prospective international trial, both established and novel serum markers of brain injury predicted good neurological outcome as early as 24 hours after cardiac arrest. Normal levels of brain injury markers can be used to identify patients without severe brain injury where continued intensive care treatment could be life-saving. |