| Literature DB >> 33857475 |
Giacomo Grasselli1, Vittorio Scaravilli2, Davide Mangioni3, Luigia Scudeller4, Laura Alagna5, Michele Bartoletti6, Giacomo Bellani7, Emanuela Biagioni8, Paolo Bonfanti9, Nicola Bottino2, Irene Coloretti8, Salvatore Lucio Cutuli10, Gennaro De Pascale10, Daniela Ferlicca11, Gabriele Fior12, Andrea Forastieri13, Marco Franzetti14, Massimiliano Greco15, Amedeo Guzzardella16, Sara Linguadoca16, Marianna Meschiari17, Antonio Messina15, Gianpaola Monti12, Paola Morelli18, Antonio Muscatello5, Simone Redaelli13, Flavia Stefanini12, Tommaso Tonetti19, Massimo Antonelli10, Maurizio Cecconi15, Giuseppe Foti7, Roberto Fumagalli20, Massimo Girardis8, Marco Ranieri19, Pierluigi Viale6, Mario Raviglione21, Antonio Pesenti1, Andrea Gori22, Alessandra Bandera16.
Abstract
BACKGROUND: Few small studies have described hospital-acquired infections (HAIs) occurring in patients with COVID-19. RESEARCH QUESTION: What characteristics in critically ill patients with COVID-19 are associated with HAIs and how are HAIs associated with outcomes in these patients? STUDY DESIGN AND METHODS: Multicenter retrospective analysis of prospectively collected data including adult patients with severe COVID-19 admitted to eight Italian hub hospitals from February 20, 2020, through May 20, 2020. Descriptive statistics and univariate and multivariate Weibull regression models were used to assess incidence, microbial cause, resistance patterns, risk factors (ie, demographics, comorbidities, exposure to medication), and impact on outcomes (ie, ICU discharge, length of ICU and hospital stays, and duration of mechanical ventilation) of microbiologically confirmed HAIs.Entities:
Keywords: COVID-19; SARS-CoV-2; critical care; hospital-acquired infections
Mesh:
Year: 2021 PMID: 33857475 PMCID: PMC8056844 DOI: 10.1016/j.chest.2021.04.002
Source DB: PubMed Journal: Chest ISSN: 0012-3692 Impact factor: 9.410
Patient Characteristics at ICU Admission, Comorbidities, and Therapies Used and Univariate Risk Factors for Infection
| Variable | Total (N = 774) | Available Observations | Infected (n = 359 [46%]) | Not Infected (n = 415 [54%]) | HR (95% CI) | |
|---|---|---|---|---|---|---|
| Sex, female | 177 (23) | 774 (100) | 74 (21) | 103 (25) | .762 | 0.97 (0.81-1.16) |
| Age, y | 62 (54-68] | 774 (100) | 62 (54-68) | 62 (54-69) | .290 | 0.99 (0.98-1.01) |
| BMI, kg/m2 | 28 (25-31) | 713 (92) | 28 (25-31) | 28 (25-31) | .452 | 1.00 (0.99-1.02) |
| Charlson’s Comorbidity Index | 2 (1-3) | 774 (100) | 2 (1-3) | 2 (1-3) | .242 | 0.97 (0.93-1.02) |
| Immunologic comorbidity | 91 (12) | 774 (100) | 34 (9) | 57 (14) | .027 | 0.74 (0.56-0.97) |
| Hypertension | 350 (45) | 774 (100) | 170 (47) | 180 (44) | .562 | 1.04 (0.90-1.21) |
| Diabetes | 130 (17) | 774 (100) | 57 (16) | 73 (18) | .461 | 1.08 (0.88-1.33) |
| SOFA score | 4 (3-5) | 755 (98) | 4 (3-5) | 4 (3-5) | .080 | 0.95 (0.90-1.00) |
| Nonrespiratory SOFA score | 1 (1-2) | 755 (98) | 1 (1-2) | 1 (1-2) | .027 | 0.88 (0.80-0.98) |
| SAPS II score | 37 (30-44) | 774 (100) | 38 (32-44) | 36 (30-44) | .988 | 0.99 (0.99-1.01) |
| APACHE II score | 10 (7-12) | 774 (100) | 9 (7-12) | 10 (7-13) | .867 | 1.00 (0.98-1.01) |
| Pa | 123 (90-174) | 750 (97) | 119 (87-161) | 127 (93-182) | .337 | 0.99 (0.98-1.00) |
| Pa | ||||||
| > 200 | 118 (15) | … | 46 (13) | 72 (17) | … | … |
| < 100 and ≥ 200 | 382 (49) | … | 180 (50) | 202 (49) | .626 | 0.94 (0.75-1.18) |
| ≤ 100 | 250 (32) | … | 122 (34) | 128 (31) | .602 | 0.94 (0.74-1.19) |
| Respiratory rate, beats/min | 22 (18-28) | 726 (94) | 22 (18-28) | 22 (18-27.25) | .582 | 0.99 (0.98-1.00) |
| TV/PBW, mL/kg | 6.8 (6.2-7.7) | 433 (56) | 6.9 (6.2-7.7) | 6.8 (6.1-7.8) | .397 | 1.04 (0.96-1.13) |
| PEEP, cm H2O | 12 (10-14) | 706 (91) | 12 (10-14) | 10 (10-14) | .207 | 1.02 (0.99-1.05) |
| Plateau pressure, cm H2O | 24 (22-26) | 447 (58) | 24 (22-27) | 24 (21-26) | .091 | 1.02 (0.99-1.05) |
| pH, units | 7.41 (7.34-7.46) | 755 (98) | 7.40 (7.32-7.46) | 7.42 (7.35-7.47) | .471 | 0.74 (0.32-1.68) |
| ≥ 7.35 and < 7.45 | 301 (39) | … | 137 (38) | 164 (40) | … | … |
| < 7.25 | 41 (5) | … | 25 (7) | 16 (4) | .595 | 1.08 (0.81-1.45) |
| ≥ 7.25 and < 7.35 | 188 (24) | … | 102 (28) | 86 (21) | .203 | 1.13 (0.94-1.35) |
| ≥ 7.45 | 225 (29) | … | 89 (25) | 136 (33) | .688 | 1.04 (0.86-1.26) |
| Pa | 42 (36-51) | 753 (97) | 44 (36-53) | 41 (35-48) | .019 | 1.01 (1.00-1.01) |
| WBC count, 103/mm3 | 8.68 (6.24-11.7) | 762 (98) | 9.1 (6.6-12.48) | 8.38 (6.12-11.29) | .796 | 1.00 (0.99-1.01) |
| Neutrophil count, 103/mm3 | 7.26 (5.02-10.33) | 685 (88) | 7.91 (5.63-11) | 6.8 (4.81-9.78) | .127 | 1.01 (0.99-1.03) |
| Lymphocyte count, 103/mm3 | 0.7 (0.47-1) | 646 (83) | 0.7 (0.48-1) | 0.7 (0.44-1) | .491 | 0.99 (0.95-1.03) |
| Neutrophil to lymphocyte ratio | 10 (5.9-17.1) | 646 (83) | 10.6 (6-17.4) | 9.1 (5.83-16.8) | .525 | 1.00 (0.99-1.01) |
| Platelet count, 103/mm3 | 241 (180-314) | 761 (98) | 232 (179-307) | 245 (181-316) | .638 | 1.00 (0.99-1.01) |
| Serum bilirubin, mg/dL | 0.7 (0.5-1) | 739 (95) | 0.7 (0.5-1.1) | 0.7 (0.5-0.9) | .543 | 0.97 (0.88-1.07) |
| INR | 1.19 (1.1-1.29) | 513 (67) | 1.19 (1.09-1.29) | 1.18 (1.1-1.29) | .308 | 0.78 (0.48-1.26) |
| Creatinine, mg/dL | 0.86 (0.69-1.08) | 758 (98) | 0.82 (0.7-1.06) | 0.89 (0.67-1.1) | .118 | 0.92 (0.82-1.02) |
| LDH, units/L | 458 (356-600) | 657 (85) | 469 (368-597.5) | 448 (340-606.25) | .183 | 1.00 (0.99-1.01) |
| D-dimer, ng/mL | 1,201 (517-4,215) | 593 (77) | 1,663 (610-6,160) | 1,039 (447-3,013.5) | .284 | 1.00 (0.99-1.01) |
| C-reactive protein, mg/dL | 14.3 (6-23) | 679 (88) | 14.9 (7.07-24.6) | 13.2 (5.2-20.65) | .930 | 1.00 (0.99-1.01) |
| Procalcitonin, ng/mL | 0.4 (0.2-1.1) | 458 (59) | 0.4 (0.2-1.2) | 0.3 (0.19-0.9) | .993 | 1.01 (0.98-1.02) |
| Ferritin, ng/mL | 1,437 (822-2,472) | 210 (37) | 1,573 (1,026-2,553) | 1,213 (639-1,994) | .403 | 1.00 (0.99-1.01) |
| IL-6, ng/L | 200 (82-755) | 156 (21) | 166 (72-304) | 277 (93-1,206) | .942 | 1.00 (0.99-1.01) |
| Antibiotic therapy | … | 774 (100) | … | … | … | … |
| No antibiotic | 240 (31) | … | 130 (36) | 110 (27) | … | … |
| Narrow spectrum | 294 (38) | … | 130 (36) | 164 (40) | .559 | 0.94 (0.75-1.17) |
| Broad spectrum | 240 (31) | … | 99 (28) | 141 (34) | .038 | 0.82 (0.68-0.99) |
| Corticosteroids | ||||||
| High dose | 36 (5) | 774 (100) | 17 (5) | 19 (5) | .347 | 0.90 (0.72-1.12) |
| Low dose | 171 (22) | 774 (100) | 80 (22) | 91 (22) | .023 | 0.66 (0.46-0.94) |
| Anakinra | 89 (12) | 774 (100) | 52 (14) | 37 (9) | .821 | 0.94 (0.58-1.54) |
| Tocilizumab | 187 (24) | 774 (100) | 85 (24) | 102 (25) | .099 | 2.12 (0.87-5.16) |
Data are presented as No. (%) of included patients or as median (interquartile range), unless otherwise indicated. APACHE = Acute Physiology and Chronic Health Evaluation; HR = hazard ratio; INR = international normalized ratio; LDH = lactate dehydrogenase; NC = not calculable; PBW = predicted body weight; PEEP = positive end expiratory pressure; SAPS = Simplified Acute Physiology Score; SOFA = Sequential Organ Failure Assessment; TV = tidal volume.
dvs no antibiotic.
Including chronic immunosuppressive therapies, active hematologic malignancies, neoplastic diseases, and autoimmune diseases.
vs Pao2 to Fio2 ratio of > 200.
vs pH of ≥ 7.35 and < 7.45.
At least 24 h before infection.
Figure 1Line graph showing cumulative incidence function of infection and death.
Multivariate Risk Factors Associated With Infection
| Variable | Total (N = 774) | Infected (n = 359 [46%]) | Not Infected (n = 415 [54%]) | HR (95% CI) | |
|---|---|---|---|---|---|
| Sex, female | 177 (23) | 74 (21) | 103 (25) | .668 | 1.06 (0.80-1.41) |
| Age, y | 62 (54-68) | 62 (54-68) | 62 (54-69) | .004 | 0.98 (0.97-0.99) |
| Nonrespiratory SOFA score | 1 (1-2) | 1 (1-2) | 1 (1-2) | .108 | 0.91 (0.81-1.02) |
| Pa | |||||
| > 200 | 118 (15) | 46 (13) | 72 (17) | … | … |
| ≥ 200 and < 100 | 382 (49) | 180 (50) | 202 (49) | .762 | 1.06 (0.74-1.50) |
| ≤ 100 | 250 (32) | 122 (34) | 128 (31) | .196 | 1.28 (0.88-1.87) |
| PEEP, cm H2O | 12 (10 -14) | 12 (10 -14) | 10 (10 -14) | .021 | 1.05 (1.01-1.10) |
| pH | |||||
| ≥ 7.35 and < 7.45 | 301 (39) | 137 (38) | 164 (40) | … | … |
| < 7.25 | 41 (5) | 25 (7) | 16 (4) | .716 | 1.07 (0.73-1.58) |
| ≥ 7.25 and < 7.35 | 188 (24) | 102 (28) | 86 (21) | .519 | 0.92 (0.70-1.19) |
| ≥ 7.45 | 225 (29) | 89 (25) | 136 (33) | .309 | 0.85 (0.62-1.16) |
| Antibiotic therapy | |||||
| No antibiotic | 240 (31) | 130 (36) | 110 (27) | … | … |
| Narrow spectrum | 294 (38) | 130 (36) | 164 (40) | .121 | 0.78 (0.56-1.07) |
| Broad spectrum | 240 (31) | 99 (28) | 141 (34) | .002 | 0.61 (0.44-0.84) |
| Anakinra | 89 (12) | 52 (14) | 37 (9) | .799 | 0.93 (0.53-1.62) |
| Tocilizumab | 187 (24) | 85 (24) | 102 (25) | .425 | 1.60 (0.50-5.12) |
| Corticosteroids | |||||
| High dose | 36 (5) | 17 (5) | 19 (5) | .822 | 1.07 (0.58-1.97) |
| Low dose | 171 (22) | 80 (22) | 91 (22) | .178 | 0.80 (0.57-1.11) |
Data are presented as No. (%) of the included patients or median (interquartile range), unless otherwise indicated. HR = hazard ratio; PEEP = positive end expiratory pressure; SOFA = Sequential Organ Failure Assessment.
vs Pao2 to Fio2 ratio of > 200.
vs pH of ≥ and < 7.45.
At ICU admission.
vs no antibiotic.
At least 24 h before infection.
Microorganisms of the Nosocomial Infections Resulting From a Bacterial Agent (N = 723)a
| Variable | VAP | BSI | CRBSI | UTI | HAP | Overall | MDR |
|---|---|---|---|---|---|---|---|
| Included patients | 389 (50) | 183 (24) | 74 (10) | 60 (8) | 17 (2) | 723 (44) | 272 (35) |
| Incidence, No. infections/1,000 ICU patient-days | 26.03 (23.57-28.76) | 11.71 (10.13-13.54) | 4.74 (3.78-5.95) | 3.84 (2.98-4.95) | 1.09 (0.68-1.75) | 42.78 (39.78-46.01) | 16.05 (14.25-18.07) |
| Gram-staining microorganisms | |||||||
| Gram-positive microorganisms | 140 (36) | 97 (54) | 40 (54) | 33 (55) | 7 (40) | 317 (44) | 138 (51) |
| | 110 (28) | 26 (14) | 11 (16) | 4 (24) | 151 (21) | 83 (31) | |
| | 21 (5) | 45 (25) | 18 (24) | 33 (55) | … | 117 (16) | 29 (11) |
| Coagulase-negative staphylococci | … | 21 (12) | 9 (12) | … | … | 30 (4) | 24 (9) |
| | 3 (1) | 1 (1) | … | 1 (5) | 5 (1) | 1 (1) | |
| Other | 6 (2) | 5 (3) | 1 (1) | … | 2 (11) | 14 (2) | 2 (1) |
| Gram-negative microorganisms | 249 (64) | 86 (46) | 34 (46) | 27 (45) | 10 (60) | 406 (56) | 133 (49) |
| | 85 (21) | 17 (9) | 6 (8) | 8 (13) | 3 (18) | 119 (16) | 34 (12) |
| | 53 (14) | 30 (17) | 13 (18) | 4 (7) | 1 (6) | 101 (14) | 29 (11) |
| | 43 (11) | 11 (5) | 5 (7) | 3 (5) | 1 (6) | 63 (9) | 25 (9) |
| | 31 (8) | 9 (5) | 1 (1) | 12 (20) | 1 (6) | 54 (8) | 18 (7) |
| | 6 (2) | 10 (6) | 5 (7) | … | 21 (3) | 19 (7) | |
| Other | 31 (8) | 9 (4) | 4 (5) | … | 4 (24) | 48 (7) | 8 (3) |
Data are presented as No. (%) of the subgroup or crude rate (95% CI). BSI = blood stream infection; CRBSI = catheter-related blood stream infection; HAP = hospital-acquired pneumonia; MDR = multidrug resistant; UTI = urinary tract infection; VAP = ventilator-associated pneumonia.
Excluding two C. difficile infections.
Incidence (No. of infections/1,000 ventilation days).
Figure 2Kernel density plot (violin plot) showing infection onset time. Black tick marks represent median onset time. ∗P < .05 vs gram-positive and fungal infections.