| Literature DB >> 31465523 |
Zhongheng Zhang1, Peifeng Xu2, Qiang Fang3, Penglin Ma4, Huiling Lin5, Jim B Fink6, Zongan Liang7, Rongchang Chen8, Huiqing Ge2.
Abstract
BACKGROUND ANDEntities:
Year: 2019 PMID: 31465523 PMCID: PMC6715194 DOI: 10.1371/journal.pone.0221577
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Comparing Aerosol therapies between tertiary and non-tertiary care hospitals.
| Variables | Overall (n = 693) | Non-tertiary care (n = 123) | Tertiary care center (n = 570) | p |
|---|---|---|---|---|
| Nebulization for IMV, n (%) | 629 (90.8) | 105 (85.4) | 524 (91.9) | 0.035 |
| Nebulization for NIMV, n (%) | 633 (91.3) | 108 (87.8) | 525 (92.1) | 0.173 |
| Drugs for IMV nebulization | ||||
| Bronchodilators, n (%) | 449 (64.8) | 78 (63.4) | 371 (65.1) | 0.804 |
| Antibiotics, n (%) | 114 (16.5) | 18 (14.6) | 96 (16.8) | 0.642 |
| mucolytic agent, n (%) | 306 (44.2) | 43 (35.0) | 263 (46.1) | 0.030 |
| Topical corticosteroids, n (%) | 301 (43.4) | 40 (32.5) | 261 (45.8) | 0.010 |
| Systemic corticosteroids, n (%) | 59 (8.5) | 9 (7.3) | 50 (8.8) | 0.729 |
| Others, n (%) | 14 (2.0) | 1 (0.8) | 13 (2.3) | 0.486 |
| No. of drug types used in aerosol therapy in a department (median [IQR]) | 3.00 [2.00, 4.00] | 2.00 [1.00, 4.00] | 3.00 [2.00, 4.00] | 0.019 |
| Nebulizer type | ||||
| Ultrasonic nebulizer (%) | 335 (48.3) | 60 (48.8) | 275 (48.2) | 0.993 |
| Jet nebulizer, n (%) | 272 (39.2) | 40 (32.5) | 232 (40.7) | 0.113 |
| vibrating-mesh nebulizer, n (%) | 101 (14.6) | 12 (9.8) | 89 (15.6) | 0.126 |
| Metered dose inhaler, n (%) | 107 (15.4) | 21 (17.1) | 86 (15.1) | 0.678 |
| Others, n (%) | 24 (3.5) | 2 (1.6) | 22 (3.9) | 0.339 |
| No. of nebulizer type used in a department (median [IQR]) | 2.00 [2.00, 3.00] | 2.00 [1.00, 3.00] | 2.00 [2.00, 3.00] | 0.146 |
| Jet nebulizer implementation | ||||
| External gas source, n (%) | 188 (27.1) | 39 (31.7) | 149 (26.1) | 0.251 |
| External nebulizer pump, n (%) | 140 (20.2) | 25 (20.3) | 115 (20.2) | 1.000 |
| Nebulizer within ventilator, n (%) | 198 (28.6) | 23 (18.7) | 175 (30.7) | 0.010 |
| Others, n (%) | 9 (1.3) | 0 (0.0) | 9 (1.6) | 0.335 |
| No. of jet nebulizer implementations used in a department (median [IQR]) | 2.00 [2.00, 2.00] | 2.00 [1.00, 2.00] | 2.00 [2.00, 2.00] | 0.060 |
| Position of nebulizer for small-volume nebulizer | ||||
| Inspiratory limb near Y-piece, n (%) | 276 (39.8) | 47 (38.2) | 229 (40.2) | 0.763 |
| Humidifier proximal to ventilator, n (%) | 126 (18.2) | 22 (17.9) | 104 (18.2) | 1.000 |
| Humidifier proximal to patient, n (%) | 125 (18.0) | 17 (13.8) | 108 (18.9) | 0.226 |
| Position of nebulizer for metered dose nebulization | ||||
| Inspiratory limb near Y-piece, n (%) | 298 (43.0) | 49 (39.8) | 249 (43.7) | 0.496 |
| Humidifier proximal to ventilator, n (%) | 115 (16.6) | 18 (14.6) | 97 (17.0) | 0.610 |
| Humidifier proximal to patient, n (%) | 104 (15.0) | 16 (13.0) | 88 (15.4) | 0.586 |
| Use of holding chambers / spacers for metered dose nebulization | ||||
| Yes, n (%) | 344 (49.6) | 58 (47.2) | 286 (50.2) | 0.611 |
| No, n (%) | 111 (16.0) | 21 (17.1) | 90 (15.8) | 0.829 |
| Never use, n (%) | 79 (11.4) | 8 (6.5) | 71 (12.5) | 0.084 |
| How often did your institution change the filter at expiratory circuit | ||||
| Every time after nebulization, n (%) | 196 (28.3) | 39 (31.7) | 157 (27.5) | 0.413 |
| Once daily, n (%) | 141 (20.3) | 19 (15.4) | 122 (21.4) | 0.172 |
| Twice a week, n (%) | 74 (10.7) | 13 (10.6) | 61 (10.7) | 1.000 |
| Once a week, n (%) | 100 (14.4) | 13 (10.6) | 87 (15.3) | 0.229 |
| More than once a week, n (%) | 24 (3.5) | 3 (2.4) | 21 (3.7) | 0.680 |
| Change ventilator parameters during nebulization | ||||
| Never change, n (%) | 283 (40.8) | 47 (38.2) | 236 (41.4) | 0.581 |
| Increase PEEP, n (%) | 121 (17.5) | 21 (17.1) | 100 (17.5) | 1.000 |
| Decrease inspiratory flow, n (%) | 90 (13.0) | 12 (9.8) | 78 (13.7) | 0.304 |
| Use constant inspiratory flow, n (%) | 101 (14.6) | 16 (13.0) | 85 (14.9) | 0.688 |
| Increase inspiratory time, n (%) | 118 (17.0) | 16 (13.0) | 102 (17.9) | 0.240 |
| Use inspiratory pause, n (%) | 58 (8.4) | 11 (8.9) | 47 (8.2) | 0.941 |
| Increase tidal volume, n (%) | 78 (11.3) | 8 (6.5) | 70 (12.3) | 0.093 |
| Stop heated humidifier, n (%) | 64 (9.2) | 7 (5.7) | 57 (10.0) | 0.185 |
| Place filter on expiratory circuit, n (%) | 76 (11.0) | 6 (4.9) | 70 (12.3) | 0.026 |
| Sedation to avoid dyssynchrony, n (%) | 40 (5.8) | 7 (5.7) | 33 (5.8) | 1.000 |
| Use base flow rate, n (%) | 24 (3.5) | 3 (2.4) | 21 (3.7) | 0.680 |
| Others, n (%) | 7 (1.0) | 0 (0.0) | 7 (1.2) | 0.460 |
| No. of MV parameter changes (median [IQR]) | 2.00 [2.00, 4.00] | 2.00 [1.00, 4.00] | 2.00 [2.00, 4.00] | 0.032 |
| PEEP level during nebulization (cmH2O) | ||||
| 0, n (%) | 61 (8.8) | 10 (8.1) | 51 (8.9) | 0.909 |
| 1–5, n (%) | 242 (34.9) | 45 (36.6) | 197 (34.6) | 0.747 |
| 6–10, n (%) | 106 (15.3) | 19 (15.4) | 87 (15.3) | 1.000 |
| >10, n (%) | 11 (1.6) | 0 (0.0) | 11 (1.9) | 0.248 |
| PEEP not changed, n (%) | 52 (7.5) | 6 (4.9) | 46 (8.1) | 0.303 |
| Mode during nebulization | ||||
| Pressure control, n (%) | 231 (33.3) | 39 (31.7) | 192 (33.7) | 0.752 |
| Pressure support, n (%) | 191 (27.6) | 31 (25.2) | 160 (28.1) | 0.593 |
| Volume control, n (%) | 169 (24.4) | 28 (22.8) | 141 (24.7) | 0.729 |
| SIMV, n (%) | 149 (21.5) | 24 (19.5) | 125 (21.9) | 0.638 |
| High-frequency ventilation, n (%) | 40 (5.8) | 3 (2.4) | 37 (6.5) | 0.125 |
| Others, n (%) | 19 (2.7) | 2 (1.6) | 17 (3.0) | 0.595 |
| No. of ventilation mode (median [IQR]) | 2.00 [1.00, 2.00] | 2.00 [1.00, 2.00] | 2.00 [1.00, 3.00] | 0.291 |
| Nebulization protocol, n (%) | 290 (41.8) | 56 (45.5) | 234 (41.1) | 0.417 |
| How to assess the effectiveness of nebulization | ||||
| Waveform, n (%) | 316 (45.6) | 53 (43.1) | 263 (46.1) | 0.606 |
| Breathing sound, n (%) | 234 (33.8) | 35 (28.5) | 199 (34.9) | 0.205 |
| Inspection of breathing appearance, n (%) | 216 (31.2) | 38 (30.9) | 178 (31.2) | 1.000 |
| Not assess routinely, n (%) | 65 (9.4) | 11 (8.9) | 54 (9.5) | 0.990 |
| Others, n (%) | 19 (2.7) | 3 (2.4) | 16 (2.8) | 1.000 |
| No. of method to assess nebulization effectiveness (median [IQR]) | 2.00 [1.00, 3.00] | 2.00 [1.00, 3.00] | 2.00 [1.00, 3.00] | 0.319 |
| Bed No. (median [IQR]) | 1500 [1000, 2227] | 876 [500, 1890] | 1600 [1000, 2447] | <0.001 |
| Overall evaluation of nebulization, n (%) | 0.024 | |||
| No response | 2 (0.3) | 2 (1.6) | 0 (0.0) | |
| Very good | 459 (66.2) | 78 (63.4) | 381 (66.8) | |
| Neutral | 217 (31.3) | 42 (34.1) | 175 (30.7) | |
| Unsatisfactory | 12 (1.7) | 1 (0.8) | 11 (1.9) | |
| Poor | 3 (0.4) | 0 (0.0) | 3 (0.5) | |
| Previous survey experience of this type, n (%) | 0.010 | |||
| No response | 2 (0.3) | 2 (1.6) | 0 (0.0) | |
| Yes | 228 (32.9) | 40 (32.5) | 188 (33.0) | |
| No | 463 (66.8) | 81 (65.9) | 382 (67.0) |
Note
* these percentages did not sum to 100 within a column because there were some non-respondents.
Abbreviations: MV: mechanical ventilation; SIMV: simultaneous intermittent mechanical ventilation; PEEP: positive end expiratory pressure; IQR: interquartile range; NIMV: non-invasive mechanical ventilation.
Choosing the best number of classes for the latent class analysis.
| log-likelihood | BIC | aBIC | cAIC | likelihood-ratio | Entropy | No. of classes |
|---|---|---|---|---|---|---|
| -15521.13 | 31859.89 | 31463.00 | 31984.89 | 23285.36 | 1.00 | 2 |
| -14930.47 | 31090.66 | 30493.73 | 31278.66 | 22104.04 | 0.93 | 3 |
| -14489.70 | 30621.20 | 29824.23 | 30872.20 | 21222.49 | 0.96 | 4 |
| -14066.13 | 30186.14 | 29189.14 | 30500.14 | 20375.35 | 0.98 | 5 |
| -13829.94 | 30125.84 | 28928.80 | 30502.84 | 19902.96 | 0.92 | 6 |
| -13674.09 | 30226.23 | 28829.16 | 30666.23 | 19591.27 | 0.95 | 7 |
Abbreviations: BIC: Bayesian information criterion; cAIC: corrected Akaike information criterion; aBIC: adjusted Bayesian information criterion.
Fig 1Characteristics of the latent classes.
All questions related to the aerosol therapy are labeled on the horizontal axis. Each question was followed by an answer annotated by uppercase letters such as A, B, C, D and E. Annotations: how to assess the effectiveness of aerosol therapy (AssessEffect.How): A: Waveform B: Breathing sound C: Inspection of breathing appearance D: Not assess routinely E: others Filter exchange frequency (FilterExchange.frq) A: Every time after nebulization B: Once daily C: Twice a week D: Once a week E: More than once a week Nebulizer position for Metered dose nebulization (FixedDose.connector) A: Inspiratory limb near Y-piece B: Humidifier proximal to ventilator C: Humidifier proximal to patient D: others Use of holding chambers / spacers for metered dose nebulization (FixedDose.Container) A: yes B: no C: never use Use of aerosol therapy for invasive mechanical ventilation (IMV.nebulization.flg) A: Yes Type of jet nebulizer (JetNebulizer.type) A: external gas source B: external nebulizer pump C: nebulizer within ventilator D: others Nebulizer position for small-volume nebulizer (LowDose.connector) A: Inspiratory limb near Y-piece B: Humidifier proximal to ventilator C: Humidifier proximal to patient D: others Change of MV setting during nebulization (MVparameter.onNebu) A: Never change B: Increase PEEP C: Decrease inspiratory flow D: Use constant inspiratory flow E: Increase inspiratory time F: Use inspiratory pause G: Increase tidal volume H: Stop heated humidifier I: Place filter on expiratory circuit J: Sedation to avoid dyssynchrony K: Use base flow rate L: Others Type of nebulization drug (Nebu.Drug) A: bronchodilators B: antibiotics C: mucolytic agent D: topical steroids E: systemic steroids F: others Type of nebulizer (Nebulizer.type) A: ultrasonic nebulizer B: jet nebulizer C: vibrating mesh nebulizer D: metered dose E: others Use of protocol for aerosol therapy (NebuProtocal.flg) A: yes Use of nebulization during noninvasive mechanical ventilation (NIMV.nebulization.flg) A: yes PEEP level during aerosol therapy (PEEP.onNebu) A: 0 B: 1–5 C: 6–10 D: >10 E: PEEP not changed Model of ventilator setting during aerosol therapy (SpecialNebu) A: Pressure control B: Pressure support C: volume control D: SIMV E: High-frequency ventilation F: others.
Characteristics of hospitals by latent classes.
| Class 1 (n = 99) | Class 2 (n = 181) | Class 3 (n = 158) | Class 4 (n = 66) | Class 5 (n = 22) | Class 6 (n = 167) | p | |
|---|---|---|---|---|---|---|---|
| Tertiary care, n (%) | 78 (78.8) | 144 (79.6) | 122 (77.2) | 61 (92.4) | 20 (90.9) | 145 (86.8) | 0.027 |
| Bed No. (median [IQR]) | 1584 [1000, 2458] | 1400 [996, 2000] | 1200 [800, 2000] | 2000 [1068, 2993] | 1288 [1000, 2430] | 1500 [861, 2474] | 0.001 |
| Provinces categorized by GDP (%) | <0.001 | ||||||
| High | 65 (65.7) | 111 (61.3) | 104 (65.8) | 21 (31.8) | 12 (54.5) | 86 (51.5) | |
| Moderate | 15 (15.2) | 38 (21.0) | 26 (16.5) | 30 (45.5) | 2 (9.1) | 50 (29.9) | |
| Low | 19 (19.2) | 32 (17.7) | 28 (17.7) | 15 (22.7) | 8 (36.4) | 31 (18.6) |
Abbreviations: GDP: gross domestic product; IQR: interquartile range.