| Literature DB >> 35590343 |
Shuhei Maruyama1, Yasushi Nakamori2, Hitoshi Nakano2, Keiko Tsuyumu2, Shuji Kanayama2, Hiromu Iwamura2, Daiki Wada2, Tomoyuki Yoshihara2, Fukuki Saito2, Kazuhisa Yoshiya2, Yasuyuki Kuwagata3.
Abstract
BACKGROUND: Serum Krebs von den Lungen 6 (KL-6), which reflects alveolar epithelial injury, was reported to be useful to predict the progression of pneumonitis induced by COVID-19 in the early phase. This study aimed to evaluate the peak value of serum KL-6 during hospitalization for COVID-19 to discover a more useful biomarker for predicting prognosis in COVID-19 patients.Entities:
Keywords: Biomarker; COVID-19; KL-6; Prognosis
Mesh:
Substances:
Year: 2022 PMID: 35590343 PMCID: PMC9118822 DOI: 10.1186/s40001-022-00690-3
Source DB: PubMed Journal: Eur J Med Res ISSN: 0949-2321 Impact factor: 4.981
Fig. 1Patient flowchart of this study. IMV invasive mechanical ventilation
Baseline characteristics, treatments during hospitalization, and outcome
| Characteristics | Total | Good prognosis group | Poor prognosis group | |
|---|---|---|---|---|
| Men, | 105 (71%) | 78 (72%) | 27 (69%) | 0.84 |
| Age (years) | 73 [61–79] | 69 [57–77] | 79 [71–84] | < 0.001 |
| Asian, | 147 (100%) | 108 (100%) | 39 (100%) | |
| SOFA score at admission | 5 [3–8] | 4 [3–7] | 7 [6–11] | < 0.001 |
| Body mass index (kg/m2) | 23.3 [21.3–25.7] | 23.5 [21.5–26.2] | 22.9 [20.3–25.3] | 0.58 |
| Smoking history, | ||||
| None | 48 (33%) | 37 (34%) | 11 (28%) | |
| Past | 65 (44%) | 44 (41%) | 21 (54%) | |
| Current | 12 (8.2%) | 11 (10%) | 1 (2.6%) | 0.18 |
| Comorbidities, | ||||
| Hypertension | 83 (57%) | 61 (57%) | 22 (56%) | > 0.99 |
| Diabetes mellitus | 58 (40%) | 37 (34%) | 21 (54%) | 0.037 |
| Hyperlipidemia | 49 (33%) | 33 (31%) | 16 (41%) | 0.24 |
| Cardiovascular disease | 30 (20%) | 20 (19%) | 10 (26%) | 0.36 |
| COPD | 17 (12%) | 10 (9.3%) | 7 (18%) | 0.15 |
| CKD | 30 (20%) | 18 (17%) | 12 (31%) | 0.068 |
| Previous cancer | 20 (14%) | 14 (13%) | 6 (15%) | 0.79 |
| Autoimmune disease | 9 (6.1%) | 6 (5.6%) | 3 (7.7%) | 0.70 |
| Steroid user | 5 (3.4%) | 2 (1.9%) | 3 (7.7%) | 0.12 |
| Treatment, | ||||
| Favipiravir | 70 (51%) | 48 (44%) | 22 (56%) | 0.26 |
| Remdesivir | 88 (60%) | 66 (61%) | 22 (56%) | 0.70 |
| Glucocorticoids | 141 (96%) | 103 (95%) | 38 (97%) | > 0.99 |
| Tocilizumab | 115 (78%) | 82 (76%) | 33 (85%) | 0.37 |
| Nafamostat | 114 (78%) | 81 (75%) | 33 (85%) | 0.27 |
| Unfractionated heparin | 115 (78%) | 80 (74%) | 35 (90%) | 0.044 |
| Organ support therapy | ||||
| Supplemental oxygen or high-flow therapy | 39 (28%) | 41 (38%) | 0 (0%) | < 0.001 |
| IMV | 105 (71%) | 67 (62%) | 38 (97%) | < 0.001 |
| Hemodialysis | 30 (20%) | 11 (10%) | 19 (49%) | < 0.001 |
| Time (days) | ||||
| Onset to admission | 7 [4–9] | 7 [4–9] | 7 [3–9] | 0.65 |
| Onset to IMV | 8 [6–10] | 8 [6–10] | 8 [6–10] | 0.67 |
| Hospital day | 16 [9–27] | 14 [8–22] | 25 [15–35] | < 0.001 |
| Outcome, | ||||
| Discharge | 27 (18%) | 27 (25%) | 0 (0%) | |
| Transfer to hospital | 86 (59%) | 79 (73%) | 7 (18%) | |
| Death | 34 (23%) | 2 (2%) | 32 (82%) | |
| Number of KL-6 values | ||||
| 2 | 15 (10%) | 13 (12%) | 2 (5%) | |
| 3 | 8 (5%) | 8 (7%) | 0 (0%) | |
| ≥ 4 | 121 (82%) | 84 (78%) | 37 (95%) | |
| Median | 13 | 10 | 20 | |
Good prognosis group included patients requiring oxygen or IMV within 28 days. Poor prognosis group included patients requiring IMV over 28 days or who were discharged to death
Data are expressed as N (%) or median (1st IQR-3rd IQR). p values were calculated with the Mann–Whitney U test or Fisher test as appropriate
SOFA sequential organ failure assessment, COPD chronic obstructive pulmonary disease, CKD chronic kidney disease, IMV invasive mechanical ventilation, KL-6 Krebs von den Lungen-6
Laboratory findings of COVID-19 patients in the good and poor prognosis groups
| Total | Good prognosis | Poor prognosis | ||
|---|---|---|---|---|
| Initial value | ||||
| KL-6, U/mL | 356 [238–539] | 317 [227–473] | 477 [304–712] | < 0.001 |
| LDH, U/L | 359 [293–495] | 349 [267–465] | 453 [318–583] | 0.009 |
| D-dimer, ng/mL | 1.5 [0.7–3.3] | 1.3 [0.5–3.0] | 2.7 [1.4–5.5] | 0.004 |
| Ferritin, ng/mL | 666 [424–1283] | 707 [425–1219] | 610 [422–1589] | 0.82 |
| PCT, ng/mL | 0.18 [0.09–0.41] | 0.16 [0.08–0.38] | 0.22 [0.13–0.58] | 0.13 |
| CRP, mg/dL | 8.4 [4.7–15.6] | 9.2 [5.1–15.5] | 6.8 [2.9–17.5] | 0.20 |
| WBC, /μL | 7700 [5200–10700] | 7700 [5300–10400] | 7700 [4300–12200] | 0.69 |
| Lymphocyte, /μL | 683 [375–964] | 673 [380–948] | 684 [362–998] | 0.98 |
| Peak value | ||||
| KL-6, U/mL | 709 [406–1165] | 497 [355–826] | 1472 [1137–2139] | < 0.001 |
| LDH, U/L | 493 [345–668] | 415 [328–533] | 755 [628–1155] | < 0.001 |
| D-dimer, ng/mL | 9.8 [3.8–30.6] | 6.8 [2.8–20.2] | 30.7 [11.5–44.3] | < 0.001 |
| Ferritin, ng/mL | 911 [536–1580] | 862 [475–1428] | 1147 [635–2104] | 0.021 |
Good prognosis group included patients requiring supplemental oxygen or invasive mechanical ventilation within 28 days. Poor prognosis group included patients requiring invasive ventilation over 28 days or who were discharged to death
Initial value was defined the first value obtained within the 3rd day of hospitalization; peak value was defined the peak value during the entire hospitalization
Data are expressed as median (1st IQR-3rd IQR). p Values were calculated with the Mann–Whitney U test
KL-6 Krebs von den Lungen 6, LDH lactate dehydrogenase, PCT procalcitonin, CRP C-reactive protein, WBC white blood cell count
Fig. 2Kinetics of the KL-6 (a) and LDH (b) levels in the good prognosis group (n = 108) and poor prognosis group (n = 39). Boxes indicate the median (interquartile range) and whiskers the 10th and 90th percentiles. *p < 0.01, **p = 0.034, ***p = 0.022 by Mann–Whitney U test. Significantly higher levels of KL-6 and LDH at all points except for LDH on day 8 were observed in the poor prognosis group. KL-6 Krebs von den Lungen-6, LDH lactate dehydrogenase
Fig. 3KL-6 levels of survivors and non-survivors in the poor prognosis group
Fig. 4Receiver operating characteristic curve analyses of initial and peak values of serum biomarkers for predicting poor prognosis, defined as requiring IMV over 28 days or death in COVID-19 patients requiring supplemental oxygen or IMV. Initial value was defined as the first value obtained within the 3rd day of hospitalization, and peak value was defined as the highest value obtained during the entire hospitalization. Among the initial values, the optimal cut-off values of KL-6 (a), LDH (b), and D-dimer (c) were 412 U/mL (sensitivity 64.1%, specificity 70.4%), 408 U/L (55.3%, 65.7%), and 1.85 ng/mL (64.1%, 66.7%), respectively. Among the peak values, the optimal cut-off values of KL-6 (d), LDH (e), D-dimer (f), and ferritin (g) were 966 U/mL (81.6%, 84.3%), 556 U/L (86.8%, 82.4%), 16.2 ng/mL (71.1%, 72.2%), and 1152 U/L (50.0%, 65.4%), respectively. KL-6 Krebs von den Lungen-6, LDH lactate dehydrogenase, AUC area under the curve, IMV invasive mechanical ventilation
Analysis of predictors in the poor prognosis group using multivariable logistic regression
| Odds ratio (95% CI) | ||
|---|---|---|
| Age (years) | 1.14 [1.05–1.23] | 0.002 |
| Peak value of D-dimer, per ng/mL increase | 1.00 [0.99–1.01] | 0.783 |
| Peak value of KL-6, per 100 U/mL increase | 1.35 [1.17–1.57] | < 0.001 |
| Peak value of LDH, per 100 U/L increase | 2.16 [1.46–3.20] | < 0.001 |
CI confidence interval, KL-6 Krebs von den Lungen 6, LDH lactate dehydrogenase