The mean ± standard deviations (SD) of the aerosol concentration for the reference group at the head, trunk, and feet were 2257.37 ± 3970.83, 874.82 ± 1508.90, 744.43 ± 363.80 ppm, respectively. All subgroups with face coverings or airway devices reduced the aerosol exposure at the head (Table 1). During the hands-only continuous CPR, aerosol concentrations were prominently reduced with the proper-fitting surgical mask and N95 mask at the head, compared to the reference group without a face covering, with means ± SD of 396.21 ± 547.46, 375.30 ± 263.07 at the head; 399.01 ± 154.76, 190.84 ± 76.38 at the trunk, 402.66 ± 173.49, 296.50 ± 308.56 ppm at the feet. Hands-only CPR with NRM at a flow rate of 15L/min revealed mask effect and reduced aerosol exposure at the head, trunk, and feet around the mannequin (785.39 ± 516.95, 623.79 ± 270.98, and 508.93 ± 196.91 ppm, respectively) (Table 1).
Table 1
Aerosol concentrations in a 10 minutes period were measured at the head, trunk, and feet of the mannequin to evaluate aerosol exposure for personnel who manage the airway, conduct chest compressions and defibrillation, and give intravenous medications or lead the CPR. The number of measurements for each group were 1500 times. To translate the study result, the estimated accumulation time needs to achieve the number of particles to infect an individual (Nf) was calculated for each CPR subgroup at the head, trunk, and foot of the mannequin. The individual who participated the CPR was assumed to breath at a minute ventilation at 8L/min (tidal volume 0.5L x 16 inhalations/min). The emission rate of the alive patient with COVID-19 may range from 1,000-100,000 particles/min. The reversed exhaled flow for a minute of CPR was 23.1mL x 110 times/minute, which was 2.54 L/min, equaled to 31.76% of an individual who breaths at 8L/min. The table was schemed at the emission rate of 317.6 (1,000 x 31.76%) particles/min. The Nf of SARS-CoV-1 was 10 ~ 100 particles. The Nf of SARS-CoV-2 was unknown, however, was thought to be more efficient, thus caused the worldwide pandemic. CPR: cardiopulmonary compression; ET: endotracheal; NRM: non-rebreather mask; HEPA: high efficiency particulate air; FMV: face mask ventilation; SGA: supraglottic airway; *: poor-sealed SGA; CI: confidence interval. The reference group was hands-only continuous CPR.
| NRM at 15L/min | Surgical mask | N95 mask | HEPA Filter | FMV | SGA | Mean (ppm) | | Standard Deviation | 99.9% CI of | Nf = 10 (min) | Nf = 20 (min) | Nf = 100 (min) |
Mean Difference |
| Hands-only continuous CPR | | | | | | | 2257.37 | ± | 3970.83 | Reference | 1.74 | 3.49 | 17.43 |
| | ✓ | | | | | 396.21 | ± | 547.46 | 1519.95 | - | 2202.36 | 9.93 | 19.87 | 99.33 |
H | | | ✓ | | | | 375.26 | ± | 263.07 | 1543.34 | - | 2220.88 | 10.49 | 20.97 | 104.87 |
| ✓ | | | | | | 785.39 | ± | 516.95 | 1131.12 | - | 1812.85 | 5.01 | 10.02 | 50.11 |
| Compression-ventilation 30:2 CPR | | | | | ✓ | | 972.56 | ± | 411.34 | 944.98 | - | 1624.64 | 4.05 | 8.09 | 40.46 |
E | | | | ✓ | ✓ | | 702.58 | ± | 365.6 | 1215.34 | - | 1894.24 | 5.60 | 11.20 | 56.01 |
| | | | | | ✓ | 926.73 | ± | 404.22 | 990.87 | - | 1670.41 | 4.25 | 8.49 | 42.47 |
| | ✓ | | | | ✓ | 942.29 | ± | 421.6 | 975.16 | - | 1654.99 | 4.18 | 8.35 | 41.76 |
A | | | | ✓ | | * | 908.76 | ± | 409.39 | 1008.80 | - | 1688.42 | 4.33 | 8.66 | 43.31 |
| | ✓ | | ✓ | | * | 1020.16 | ± | 765.11 | 893.00 | - | 1581.41 | 3.86 | 7.72 | 38.58 |
| | | | ✓ | | ✓ | 717.89 | ± | 1717.68 | 1171.37 | - | 1907.59 | 5.48 | 10.96 | 54.82 |
D | | ✓ | | ✓ | | ✓ | 696.41 | ± | 1138.84 | 1209.40 | - | 1912.52 | 5.65 | 11.30 | 56.51 |
| ET tube with Continuous CPR | | | | | | | 780.26 | ± | 320.79 | 1137.98 | - | 1816.24 | 5.04 | 10.09 | 50.44 |
| | ✓ | | | | | 805.48 | ± | 359.06 | 1112.49 | - | 1791.29 | 4.89 | 9.77 | 48.86 |
| | | | ✓ | | | 324.30 | ± | 157.79 | 1594.775 | - | 2271.37 | 12.14 | 24.27 | 121.35 |
| | ✓ | | ✓ | | | 213.31 | ± | 108.00 | 1705.90 | - | 2382.22 | 18.45 | 36.90 | 184.49 |
| Hands-only continuous CPR | | | | | | | 874.82 | ± | 1508.90 | Reference | 4.50 | 9.00 | 44.99 |
T | | ✓ | | | | | 399.01 | ± | 154.76 | 346.70 | - | 604.93 | 9.86 | 19.73 | 98.63 |
| | | ✓ | | | | 190.84 | ± | 76.38 | 555.37 | - | 812.59 | 20.62 | 41.24 | 206.21 |
| ✓ | | | | | | 623.79 | ± | 270.98 | 120.55 | - | 381.53 | 6.31 | 12.62 | 63.09 |
R | Compression-ventilation 30:2 CPR | | | | | ✓ | | 942.76 | ± | 384.95 | -200.46 | - | 64.60 | 4.17 | 8.35 | 41.74 |
| | | | ✓ | ✓ | | 732.05 | ± | 350.33 | 10.93 | - | 274.61 | 5.38 | 10.75 | 53.76 |
| | | | | | ✓ | 749.36 | ± | 341.98 | -6.23 | - | 257.14 | 5.25 | 10.50 | 52.52 |
U | | ✓ | | | | ✓ | 961.31 | ± | 634.39 | -225.76 | - | 52.78 | 4.09 | 8.19 | 40.94 |
| | | | ✓ | | * | 880.15 | ± | 339.51 | -136.97 | - | 126.31 | 4.47 | 8.94 | 44.71 |
| | ✓ | | ✓ | | * | 981.86 | ± | 776.33 | -251.40 | - | 37.32 | 4.01 | 8.02 | 40.08 |
N | | | | ✓ | | ✓ | 479.07 | ± | 979.05 | 242.75 | - | 548.74 | 8.21 | 16.43 | 82.15 |
| | ✓ | | ✓ | | ✓ | 385.67 | ± | 243 | 359.06 | - | 619.24 | 10.20 | 20.41 | 102.04 |
| ET tube with Continuous CPR | | | | | | | 767.18 | ± | 328.17 | -23.79 | - | 239.07 | 5.13 | 10.26 | 51.30 |
K | | ✓ | | | | | 768.19 | ± | 319.26 | -24.64 | - | 237.91 | 5.12 | 10.25 | 51.23 |
| | | | ✓ | | | 300.96 | ± | 142.8 | 444.84 | - | 702.88 | 13.08 | 26.15 | 130.76 |
| | ✓ | | ✓ | | | 354.97 | ± | 156.96 | 390.71 | - | 649.00 | 11.09 | 22.17 | 110.87 |
| Hands-only continuous CPR | | | | | | | 744.43 | ± | 363.80 | Reference | 5.29 | 10.57 | 52.86 |
| | ✓ | | | | | 402.66 | ± | 173.49 | 307.48 | - | 376.06 | 9.77 | 19.55 | 97.74 |
F | | | ✓ | | | | 296.50 | ± | 308.56 | 407.37 | - | 488.51 | 13.27 | 26.55 | 132.73 |
| ✓ | | | | | | 508.93 | ± | 196.91 | 200.31 | - | 270.70 | 7.73 | 15.47 | 77.33 |
| Compression-ventilation 30:2 CPR | | | | | ✓ | | 1182.33 | ± | 933.32 | -523.13 | - | -352.66 | 3.33 | 6.66 | 33.29 |
E | | | | ✓ | ✓ | | 851.00 | ± | 395.31 | -152.26 | - | -60.88 | 4.62 | 9.25 | 46.24 |
| | | | | | ✓ | 1295.03 | ± | 775.04 | -623.44 | - | -477.76 | 3.04 | 6.08 | 30.39 |
| | ✓ | | | | ✓ | 1307.24 | ± | 804.83 | -637.95 | - | -487.66 | 3.01 | 6.02 | 30.10 |
E | | | | ✓ | | * | 1300.08 | ± | 679.48 | -621.21 | - | -490.08 | 3.03 | 6.05 | 30.27 |
| | ✓ | | ✓ | | * | 1150.06 | ± | 826.29 | -482.44 | - | -328.81 | 3.42 | 6.84 | 34.22 |
| | | | ✓ | | ✓ | 479.26 | ± | 309.01 | 224.57 | - | 305.76 | 8.21 | 16.42 | 82.11 |
T | | ✓ | | ✓ | | ✓ | 432.22 | ± | 235.35 | 275.36 | - | 349.07 | 9.11 | 18.21 | 91.05 |
| ET tube with Continuous CPR | | | | | | | 1315.7 | ± | 521.18 | -625.33 | - | -517.21 | 2.99 | 5.98 | 29.91 |
| | ✓ | | | | | 1447.51 | ± | 562.61 | -760.06 | - | -646.09 | 2.72 | 5.44 | 27.19 |
| | | | ✓ | | | 348.8 | ± | 229.02 | 359.07 | - | 432.20 | 11.28 | 22.57 | 112.83 |
| | ✓ | | ✓ | | | 375.93 | ± | 236.74 | 331.59 | - | 405.43 | 10.47 | 20.94 | 104.69 |
When comparing the 30:2 compression-ventilation ratio CPR and face mask ventilation with the reference group, the FMV alone increased aerosols at the feet, but decreased aerosols at the head (Table 1). FMV with a HEPA filter showed similar effect but the aerosol concentrations were reduced (FMV values were 972.56 ± 411.34, 942.76 ± 384.95, 1182.33 ± 933.32; FMV + HEPA filter values were 702.58 ± 365.60, 732.05 ± 350.33, 851.00 ± 395.31 ppm). The 30:2 CPR with a loose-fitting SGA and a HEPA filter significantly decreased the aerosol concentration at the head, but increased at the trunk and feet (908.76 ± 409.39, 880.15 ± 339.51, 1300.08 ± 679.48 ppm, respectively). However, 30:2 CPR with a tightly-sealed SGA and a HEPA filter, reduced the aerosol at the head, trunk, and feet, compared with the reference group (717.89 ± 1717.68, 479.07 ± 979.05, 479.26 ± 309.01 ppm, respectively) (Table 1).
When continuous CPR was conducted with ET insertion and compared with the reference group, the ET tube alone or covered with a surgical mask both decreased aerosols at the head, but increased them at the trunk and feet (the means ± SDs were 780.26 ± 320.79 and 805.48 ± 359.06 at the head, 767.18 ± 328.17 and 768.19 ± 319.26 at the trunk, 1315.70 ± 521.18 and 1447.51 ± 562.61 at the feet, respectively). When continuous CPR was performed with ET tube and a HEPA filter, or with a HEPA filter and surgical mask covering, the aerosols at the head, trunk, and feet were all reduced significantly (means ± SDs for ET tube, HEPA filter, and HEPA with surgical mask of 324.30 ± 157.79 and 213.31 ± 108.00 at the head, 300.96 ± 142.80 and 354.97 ± 156.96 at the trunk; 348.80 ± 229.02 and 375.93 ± 236.74 ppm at the feet, respectively) (Table 1).
When evaluating the effectiveness of a surgical mask and N95 mask covering on hands-only CPR, both masks revealed significant reduction at the head, trunk, and feet of the mannequin (Table 1). The average aerosol exposures of face covering with surgical mask and N95 mask were similar to the ET tube with HEPA filter subgroup (Table 1). However, when using surgical mask covering as an adjunct with FMV, SGA, or ET tube insertion, surgical masks cannot decrease the aerosol exposure (Table 2).
Table 2
The aerosol prevention strategies were compared with without for the reduction rate of aerosol exposure. ppm: parts per million; CPR: cardiopulmonary compression; ET: endotracheal tube; Filter: high efficiency particulate air filter; FMV: face mask ventilation; SGA: supraglottic airway; *: loose-fitting SGA; CI: confidence interval.
| Mean (ppm) | | Standard Deviation | Mean Difference | Reduction (%) | 99.9% CI of Mean Difference | p-value |
H E A D | Hands-only CPR | | +Surgical Mask | 396.21 | ± | 547.46 | | | | | | |
Hands-only CPR | | +N95 | 375.26 | ± | 263.07 | 20.95 | 5.29% | -30.72 | - | 72.63 | 0.182 |
30:2 CPR FMV | | | 972.56 | ± | 411.34 | | | | | | |
30:2 CPR FMV | +Filter | | 702.58 | ± | 365.60 | 269.98 | 27.76% | 223.18 | - | 316.78 | < 0.001 |
30:2 CPR SGA | | | 926.73 | ± | 404.22 | | | | | | |
30:2 CPR SGA | | +Surgical Mask | 942.29 | ± | 421.60 | -15.57 | -1.68% | -65.24 | - | 34.11 | 0.302 |
30:2 CPR SGA | | | 926.73 | ± | 404.22 | | | | | | |
30:2 CPR SGA | +Filter | | 717.89 | ± | 1717.68 | 208.84 | 22.54% | 58.65 | - | 359.03 | < 0.001 |
30:2 CPR SGA | | | 926.73 | ± | 404.22 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 696.41 | ± | 1138.84 | 230.32 | 24.85% | 127.49 | - | 333.15 | < 0.001 |
30:2 CPR SGA | +Filter | | 717.89 | ± | 1717.68 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 696.41 | ± | 1138.84 | 21.48 | 2.99% | -153.82 | - | 196.77 | 0.687 |
30:2 CPR SGA* | +Filter | | 908.76 | ± | 409.39 | | | | | | |
30:2 CPR SGA | +Filter | | 717.89 | ± | 1717.68 | 190.87 | 21.00% | 40.58 | - | 341.16 | < 0.001 |
30:2 CPR SGA* | +Filter | +Surgical Mask | 1020.16 | ± | 765.11 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 696.41 | ± | 1138.84 | 323.75 | 31.74% | 207.06 | - | 440.45 | < 0.001 |
Continuous CPR + ET | | | 780.26 | ± | 320.78 | | | | | | |
Continuous CPR + ET | | +Surgical Mask | 805.48 | ± | 359.06 | -25.22 | -3.23% | -66.17 | - | 15.73 | 0.043 |
Continuous CPR + ET | | | 780.26 | ± | 320.78 | | | | | | |
Continuous CPR + ET | +Filter | | 324.30 | ± | 157.79 | 455.96 | 58.44% | 425.55 | - | 486.38 | < 0.001 |
Continuous CPR + ET | | | 780.26 | ± | 320.78 | | | | | | |
Continuous CPR + ET | +Filter | +Surgical Mask | 213.31 | ± | 108.00 | 566.95 | 72.66% | 538.14 | - | 595.75 | < 0.001 |
T R U N K | Hands-only CPR | | +Surgical Mask | 399.01 | ± | 154.76 | | | | | | |
Hands-only CPR | | +N95 | 190.84 | ± | 76.38 | 208.17 | 52.17% | 193.48 | - | 222.85 | < 0.001 |
30:2 CPR FMV | | | 942.76 | ± | 384.95 | | | | | | |
30:2 CPR FMV | +Filter | | 732.05 | ± | 350.33 | 210.71 | 22.35% | 166.44 | - | 254.98 | < 0.001 |
30:2 CPR SGA | | | 749.36 | ± | 341.98 | | | | | | |
30:2 CPR SGA | | +Surgical Mask | 961.31 | ± | 634.39 | -211.95 | -28.28% | -273.26 | - | -150.64 | < 0.001 |
30:2 CPR SGA | | | 749.36 | ± | 341.98 | | | | | | |
30:2 CPR SGA | +Filter | | 479.07 | ± | 979.05 | 270.29 | 36.07% | 182.04 | - | 358.54 | < 0.001 |
30:2 CPR SGA | | | 749.36 | ± | 341.98 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 385.67 | ± | 243.00 | 363.69 | 48.53% | 328.01 | - | 399.37 | < 0.001 |
30:2 CPR SGA | +Filter | | 479.07 | ± | 979.05 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 385.67 | ± | 243.00 | 93.40 | 19.50% | 7.54 | - | 179.25 | < 0.001 |
30:2 CPR SGA* | +Filter | | 880.15 | ± | 339.51 | | | | | | |
30:2 CPR SGA | +Filter | | 479.07 | ± | 979.05 | 401.08 | 45.57% | 312.90 | - | 489.26 | < 0.001 |
30:2 CPR SGA* | +Filter | +Surgical Mask | 981.86 | ± | 776.33 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 385.67 | ± | 243.00 | 596.19 | 60.72% | 526.96 | - | 665.42 | < 0.001 |
Continuous CPR + ET | | | 767.18 | ± | 328.17 | | | | | | |
Continuous CPR + ET | | +Surgical Mask | 768.19 | ± | 319.26 | -1.01 | -0.13% | -39.94 | - | 37.93 | 0.923 |
Continuous CPR + ET | | | 767.18 | ± | 328.17 | | | | | | |
Continuous CPR + ET | +Filter | | 300.96 | ± | 142.80 | 466.23 | 60.77% | 435.78 | - | 496.68 | < 0.001 |
Continuous CPR + ET | | | 767.18 | ± | 328.17 | | | | | | |
Continuous CPR + ET | +Filter | +Surgical Mask | 354.97 | ± | 156.96 | 412.21 | 53.73% | 381.27 | - | 443.16 | < 0.001 |
F E E T | Hands-only CPR | | +Surgical Mask | 402.67 | ± | 173.49 | | | | | | |
Hands-only CPR | | +N95 | 296.50 | ± | 308.56 | 106.17 | 26.37% | 76.05 | - | 136.28 | < 0.001 |
30:2 CPR FMV | | | 1182.33 | ± | 933.32 | | | | | | |
30:2 CPR FMV | +Filter | | 851.00 | ± | 395.31 | 331.32 | 28.02% | 245.08 | - | 417.56 | < 0.001 |
30:2 CPR SGA | | | 1295.03 | ± | 775.04 | | | | | | |
30:2 CPR SGA | | +Surgical Mask | 1307.24 | ± | 804.83 | -12.21 | -0.94% | -107.23 | - | 82.82 | 0.672 |
30:2 CPR SGA | | | 1295.03 | ± | 775.04 | | | | | | |
30:2 CPR SGA | +Filter | | 479.26 | ± | 309.01 | 815.77 | 62.99% | 744.77 | - | 886.76 | < 0.001 |
30:2 CPR SGA | | | 1295.03 | ± | 775.04 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 432.22 | ± | 235.35 | 862.81 | 66.62% | 793.88 | - | 931.74 | < 0.001 |
30:2 CPR SGA | +Filter | | 479.26 | ± | 309.01 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 432.22 | ± | 235.35 | 47.04 | 9.82% | 14.01 | - | 80.08 | < 0.001 |
30:2 CPR SGA* | +Filter | | 1300.08 | ± | 679.48 | | | | | | |
30:2 CPR SGA | +Filter | | 479.26 | ± | 309.01 | 820.81 | 63.14% | 757.30 | - | 884.32 | < 0.001 |
30:2 CPR SGA* | +Filter | +Surgical Mask | 1150.06 | ± | 826.29 | | | | | | |
30:2 CPR SGA | +Filter | +Surgical Mask | 432.22 | ± | 235.35 | 717.84 | 62.42% | 644.72 | - | 790.96 | < 0.001 |
Continuous CPR + ET | | | 1315.70 | ± | 521.18 | | | | | | |
Continuous CPR + ET | | +Surgical Mask | 1447.51 | ± | 562.61 | -131.80 | -10.02% | -197.03 | - | -66.58 | < 0.001 |
Continuous CPR + ET | | | 1315.70 | ± | 521.18 | | | | | | |
Continuous CPR + ET | +Filter | | 348.80 | ± | 229.02 | 966.90 | 73.49% | 918.47 | - | 1015.34 | < 0.001 |
Continuous CPR + ET | | | 1315.70 | ± | 521.18 | | | | | | |
Continuous CPR + ET | +Filter | +Surgical Mask | 375.93 | ± | 236.74 | 939.78 | 71.43% | 891.08 | - | 988.48 | < 0.001 |
When evaluating HEPA filter effectiveness with 30:2 CPR and FMV, the HEPA filter reduced aerosol concentration 27.76% at the head, 22.35% at the trunk, and 28.02% at the feet, with p-values all < 0.001 (Table 2). When HEPA filters were used with tightly-sealed SGA during 30:2 CPR compared to without, the HEPA filter reduced aerosol concentration 22.54% at the head, 36.07% at the trunk, and 62.99% at the feet, with p-values all < 0.001 (Table 2). When the HEPA filter was connected to the ET tube during continuous CPR, the HEPA filter decreased aerosols by 58.44% at the head; by 60.77% at the trunk; and by 73.49% at the feet (all p-values < 0.001).
Limitations
-
The surgical and N95 masks were tested and adequately fit the mannequin’s face before the study. A loose-fitting mask may not generate a similar protective effect.
-
The aerosol movement is highly influenced by the inconstant air flow and humidity in the outdoor environment. This was an indoor simulation study focused on evaluating the risk and current strategies to minimize aerosol dispersion during adult CPR, which may not be indicative of the outdoor environment. However, 76% of OHCA occurred at home or an indoor environment as the hospital30. We simulated chest compressions on a mannequin using a central processing unit and a closed pump system connected to a smoke generator to create a constant passive exhaled airflow at a rate of 110 times per minute or a 30:2 compression-ventilation ratio CPR.
-
The SARS-CoV-2 viral aerosols may disperse differently due to differences in indoor and outdoor airflow, the temperature, and the relative humidity. The viability of SARS-CoV-2 may be different depending on the local environment.