Determination of Risk Factors for Severe Life-Threatening Course of Multisystem Inflammatory Syndrome Associated with COVID-19 in Children
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patients
- Age from 0 to 18 years;
- Fever for ≥3 days;
- Clinical signs of multisystem lesion (at least 2 of the following):
- Rash, bilateral non-purulent conjunctivitis, or signs of inflammation of the skin and mucous membranes (oral, hands, or feet);
- Hypotension or shock;
- Cardiac dysfunction, pericarditis, valvulitis, or coronary abnormalities (including echocardiographic data or elevated troponin/BNP);
- Signs of coagulopathy (prolonged PT or PTT; elevated D-dimer).
- Acute gastrointestinal symptoms (diarrhea, vomiting, or abdominal pain).
- Elevated inflammatory biomarkers (ESR, CRP, or procalcitonin)
- Signs of previous COVID-19: Any of the following: Positive PCR of SARS-CoV-2/Positive serological studies/Positive antigen test/Contact with a person with confirmed COVID-19.
2.2. Exclusion Criteria
- Non-compliance with the inclusion criteria;
- The presence of an obvious microbial cause of multisystem inflammation, including bacterial sepsis and staphylococcal/streptococcal toxic shock syndrome.
2.3. Study Design
2.4. Statistics
3. Results
3.1. General Characteristics of Patients with MIS-C
3.2. Characteristics of Patients with Severe Life-Threatening Course of MIS-C
4. Discussion
Study Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
COVID-19 | coronavirus disease 2019 |
SARS-CoV-2 | severe acute respiratory distress syndrome-associated coronavirus-2 |
RT-PCR | real-time polymerase chain reaction |
MIS-C | multisystem inflammatory syndrome in children |
GI | gastrointestinal |
ICU | intensive care unit |
ESR | erythrocyte sedimentation rate |
ALT | alanine aminotransferase |
AST | aspartate aminotransferase |
LDH | lactate dehydrogenase |
IVIG | intravenous immunoglobulin |
CA | coronary artery |
MI | myocardial involvement |
Se | sensitivity |
Sp | specificity |
OR | odds ratio |
CI | confidence interval |
ICU | intensive care unit |
MAS | macrophage activation syndrome. |
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Parameter | No. of Points (Criteria for Scoring) |
---|---|
Known underlying immunosuppression * | 0 (no) or 18 (yes) |
Temperature (°C) | 0 (<38.4), 33 (38.4–39.4), or 49 (>39.4) |
Organomegaly | 0 (no), 23 (hepatomegaly or splenomegaly), or 38 (hepatomegaly and splenomegaly) |
No. of cytopenias ** | 0 (1 lineage), 24 (2 lineages), or 34 (3 lineages) |
Ferritin (ng/mL) | 0 (<2000), 35 (2000–6000), or 50 (>6000) |
Triglyceride (mmol/L) | 0 (<1.5), 44 (1.5–4), or 64 (>4) |
Fibrinogen (g/L) | 0 (>2.5) or 30 (≤2.5) |
Aspartate aminotransferase (IU/L) | 0 (<30) or 19 (>30) |
Hemophagocytosis features on bone marrow aspirate | 0 (no) or 35 (yes) |
Parameter | Total (n = 166) | ICU (n = 84) | No ICU (n = 82) | p-Value * |
---|---|---|---|---|
Demographics | ||||
Age, months | 98 (59; 134) | 110 (66; 153) | 84 (48; 129) | 0.006 |
Gender, male, n (%) | 99 (59.6) | 51 (60.7) | 48 (58.5) | 0.775 |
COVID-19 identification | ||||
PCR, n (%) | 21/162 (13) | 12/82 (14.6) | 9/80 (11.3) | 0.521 |
IgM, n (%) | 52/129 (40.3) | 28/57 (49.1) | 24/72 (33.3) | 0.069 |
IgG, n (%) | 148/152 (97.4) | 73/75 (97.3) | 75/77 (97.4) | 0.979 |
Family contact, n (%) | 55/84 (65.5) | 23/31 (74.2) | 32/53 (60.4) | 0.199 |
Clinical signs | ||||
GI symptoms, n (%) | 125/162 (77.2) | 68/83 (81.9) | 57/79 (72.2) | 0.138 |
Neurological symptoms, n (%) | 77/161 (47.8) | 46/80 (57.5) | 31/81 (38.3) | 0.015 |
Sore throat, n (%) | 89/158 (56.3) | 41/78 (52.6) | 48/80 (60) | 0.346 |
Rash, n (%) | 123/156 (78.9) | 56/78 (71.8) | 67/78 (85.9) | 0.031 |
Conjunctivitis, n (%) | 129/152 (84.9) | 62/75 (82.7) | 67/77 (87) | 0.455 |
Dry cracked lips, n (%) | 73/148 (49.3) | 34/74 (46) | 39/74 (52.7) | 0.411 |
Bright mucous, n (%) | 73/114 (64) | 28/49 (57.1) | 45/65 (69.2) | 0.183 |
Respiratory signs, n (%) | 80/162 (49.4) | 47/81 (58) | 33/81 (40.7) | 0.028 |
Cervical lymphadenopathy, n (%) | 10/154 (66.9) | 51/76 (67.1) | 52/78 (66.7) | 0.954 |
Hands/feet erythema/edema, n (%) | 93/149 (62.4) | 43/73 (58.9) | 50/76 (65.8) | 0.386 |
Peeling of fingers, n (%) | 51/143 (35.7) | 26/70 (37.1 | 25/73 (34.3) | 0.718 |
Face swelling, % | 56/111 (50.5) | 30/48 (62.5) | 26/63 (41.3) | 0.027 |
Hepatomegaly, n (%) | 94/148 (63.5) | 57/73 (78.1) | 37/75 (49.3) | 0.0003 |
Splenomegaly, n (%) | 59/147 (40.1) | 43/72 (59.7) | 16/75 (21.3) | 0.000002 |
Arthritis/Arthralgia, n (%) | 22/150 (14.7) | 10/73 (13.7) | 12/77 (15.6) | 0.744 |
Shock/hypotension, n (%) | 72 (43.4) | 63 (75) | 9 (11) | 0.0000001 |
Duration of fever, days | 9 (7; 12) | 8 (6; 11) | 10 (7; 13) | 0.064 |
KD criteria fulfillment, | 0.089 | |||
complete, n (%) | 72 (43.4) | 31 (36.9) | 41 (50) | |
incomplete, n (%) | 38 (22,9) | 6 (7.1) | 2 (2.4) | |
not meet, n (%) | 56 (33.7) | 47 (56) | 39 (47.6) | |
Laboratory | ||||
Red blood cells, 1012/L | 3.8 (3.4; 4.2) | 3.6 (3.3; 3.9) | 4.0 (3.7; 4.5) | 0.0000001 |
Hemoglobin, g/dL | 10.4 (9.4; 11.4) | 9.9 (9.1; 11.2) | 11.0 (10.0; 11.9) | 0.00001 |
White blood cells, 109/L | 16.4 (12.2; 21.8) | 18.6 (13.5; 23.1) | 15.0 (11.4; 20.2) | 0.026 |
Platelets, 109/L | 178 (100; 451) | 149 (82.5; 436.5) | 224 (139; 537) | 0.0006 |
ESR, mm/h | 41 (28; 52) | 41 (32; 50) | 40 (25; 53) | 0.541 |
C-reactive protein, mg/dL | 13.8 (4.4; 23.6) | 17.8 (11.1; 26.5) | 10.1 (2.7; 18.9) | 0.0002 |
Ferritin, μg/L | 265 (102; 476) | 330 (92; 680) | 226 (126; 385) | 0.303 |
ALT, IU/L | 44 (25; 74) | 47 (29; 82) | 37 (21; 69) | 0.057 |
AST, IU/L | 51 (34; 0.0) | 51 (34; 77 | 51 (34; 79) | 0.632 |
Serum protein, g/L | 56.5 (49.0; 63.0) | 52.1 (45.0; 59.5) | 58.6 (53.4; 67.0) | 0.0001 |
Albumin, g/L | 29.3 (25.8; 34.0) | 28.0 (25.0; 32.0) | 30.2 (27.4; 35.0) | 0.009 |
Triglycerides, mmol/L | 2.3 (1.7; 3.2) | 2.3 (1.7; 3.4) | 2.3 (1.7; 2.7) | 0.755 |
Creatinin, mmol/L | 55.2 (42.6; 70.0) | 59.5 (47.0; 76.9) | 51.6 (40.4; 63.6) | 0.027 |
LDH, IU/L | 470 (273; 685) | 498 (366; 687) | 387 (261; 680 | 0.201 |
Fibrinogen, g/L | 4.5 (2.6; 6.5) | 3.9 (1.9; 5.9) | 5.2 (3.1; 7.4) | 0.012 |
D-dimer, ng/mL | 1800 (751; 3275) | 2225 (1030; 3965) | 1064 (586; 2200) | 0.0002 |
Troponin, pg/mL | 5.1 (1.0; 56.0) | 20.0 (5.0; 122.0) | 2.7 (0.3; 9.8) | 0.018 |
Hscore | 91 (68; 132) | 106 (90; 145) | 75 (60; 112) | 0.000007 |
HLH-2004, n (%) | 9/157 (5.7) | 7/81 (8.6) | 2/76 (2.6) | 0.105 |
MAS 2005, n (%) | 56/158 (35.4) | 40/82 (48.8) | 16/76 (21.1) | 0.0003 |
MAS 2016, n (%) | 18/157 (11.5) | 12/81 (14.8) | 6/76 (7.9) | 0.174 |
Echo findings | ||||
CA dilatation/aneurism, n (%) | 25/158 (15.8) | 9/79 (11.4) | 16/79 (20.3) | 0.127 |
Myocardial involvement, n (%) | 49/160 (30.6) | 36/82 (43.9) | 13/78 (16.7) | 0.0002 |
Pericarditis, n (%) | 46/160 (28.8) | 27/81 (33.3) | 19/79 (24.1) | 0.194 |
Treatment and outcomes | ||||
IVIG treatment, n (%) | 71/159 (44.7) | 44/82 (53.7) | 27/77 (35.1) | 0.018 |
IVIG 2nd dose, n (%) | 7/71 (9.9) | 7/44 (15.9) | 0 (0) | 0.028 |
Acetylsalicylic acid, n (%) | 84 (50.6) | 34 (40.5) | 50/74 (61.0) | 0.009 |
Glucocorticosteroids, n (%) | 132/162 (81.5) | 77 (91.7) | 55/78 (70.5) | 0.0005 |
Biologics, n (%) | 6 (3.6) | 4 (4.8) | 2 (2.4) | 0.423 |
Stay in hospital, days | 18 (13; 25) | 20 (14; 27) | 16 (12; 21) | 0.043 |
Parameter | Se | Sp | AUC | OR (95%CI) | p |
---|---|---|---|---|---|
Age > 97.0 months | 59.5 | 59.3 | 0.623 (0.544; 0.697) | 2.1 (1.2; 4.0) | 0.016 |
Rash | 71.8 | 14.1 | - | 0.41 (0.2; 0.94) | 0.031 |
Respiratory signs | 58.0 | 59.3 | - | 2.0 (1.1; 3.8) | 0.028 |
Face swelling | 62.5 | 58.7 | - | 2.4 (1.1; 5.1) | 0.027 |
Hepatomegaly | 78.1 | 50.7 | - | 3.7 (1.8; 7.5) | 0.0003 |
Splenomegaly | 59.7 | 78.7 | - | 5.5 (2.7; 11.3) | 0.000002 |
Shock/hypotension | 75.0 | 89.0 | - | 24.3 (10.4; 57.0) | 0.000000 |
Hb ≤ 9.9, gd/L | 58.0 | 78.2 | 0.701 (0.624; 0.771) | 4.6 (2.3; 9.2) | 0.000007 |
WBC > 16.4 × 109/L | 61.9 | 66.2 | 0.622 (0.543; 0.696) | 3.9 (2.0; 7.5) | 0.00004 |
PLT ≤ 114 × 109/L | 44.0 | 87.5 | 0.658 (0.580; 0.731) | 5.5 (2.5; 12.2) | 0.000008 |
CRP >12.0, mg/dL | 73.2 | 54.2 | 0.647 (0.587; 0.741) | 3.3 (1.7; 6.5) | 0.0004 |
Ferritin > 314.0, μg/L | 52.9 | 71.2 | 0.551 (0.458; 0.641) | 2.7 (1.3; 5.8) | 0.01 |
Albumin ≤ 27.2, g/L | 48.1 | 75.0 | 0.615 (0.529; 0.695) | 2.7 (1.3; 5.5) | 0.006 |
Fibrinogen ≤ 2.4 g/L | 34.6 | 81.2 | 0.620 (0.536; 0.699) | 4.2 (1.8; 10.0) | 0.0007 |
D-dimer > 2568, ng/mL | 45.6 | 84.2 | 0.694 (0.606; 0.774) | 4.5 (1.9; 10.5) | 0.0004 |
Troponin > 10, pg/mL | 52.2 | 84.6 | 0.699 (0.551; 0.822) | 6.0 (1.6; 23.0) | 0.006 |
Hscore > 91 | 68.3 | 69.7 | 0.707 (0.630; 0.777) | 5.0 (2.5; 9.8) | 0.000002 |
MAS 2005 | 48.8 | 78.9 | - | 3.6 (1.8; 7.2) | 0.0003 |
Myocardial involvement | 43.9 | 83.3 | - | 3.9 (1.9; 8.2) | 0.0002 |
Parameter | Β | SE | p-Value |
---|---|---|---|
Splenomegaly | 0.30 | 0.128 | 0.02 |
D-dimer > 2568 ng/mL | 0.45 | 0.120 | 0.0006 |
Troponin > 10 pg/mL | 0.33 | 0.111 | 0.005 |
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Avrusin, I.S.; Abramova, N.N.; Belozerov, K.E.; Kondratiev, G.V.; Bregel, L.V.; Efremova, O.S.; Vilnits, A.A.; Konstantinova, J.E.; Isupova, E.A.; Kornishina, T.L.; et al. Determination of Risk Factors for Severe Life-Threatening Course of Multisystem Inflammatory Syndrome Associated with COVID-19 in Children. Children 2023, 10, 1366. https://doi.org/10.3390/children10081366
Avrusin IS, Abramova NN, Belozerov KE, Kondratiev GV, Bregel LV, Efremova OS, Vilnits AA, Konstantinova JE, Isupova EA, Kornishina TL, et al. Determination of Risk Factors for Severe Life-Threatening Course of Multisystem Inflammatory Syndrome Associated with COVID-19 in Children. Children. 2023; 10(8):1366. https://doi.org/10.3390/children10081366
Chicago/Turabian StyleAvrusin, Ilia S., Natalia N. Abramova, Konstantin E. Belozerov, Gleb V. Kondratiev, Liudmila V. Bregel, Olesya S. Efremova, Alla A. Vilnits, Julia E. Konstantinova, Eugenia A. Isupova, Tatiana L. Kornishina, and et al. 2023. "Determination of Risk Factors for Severe Life-Threatening Course of Multisystem Inflammatory Syndrome Associated with COVID-19 in Children" Children 10, no. 8: 1366. https://doi.org/10.3390/children10081366
APA StyleAvrusin, I. S., Abramova, N. N., Belozerov, K. E., Kondratiev, G. V., Bregel, L. V., Efremova, O. S., Vilnits, A. A., Konstantinova, J. E., Isupova, E. A., Kornishina, T. L., Masalova, V. V., Felker, E. Y., Kalashnikova, O. V., Chasnyk, V. G., Aleksandrovich, Y. S., & Kostik, M. M. (2023). Determination of Risk Factors for Severe Life-Threatening Course of Multisystem Inflammatory Syndrome Associated with COVID-19 in Children. Children, 10(8), 1366. https://doi.org/10.3390/children10081366