| Literature DB >> 33186406 |
William C K Ng1,2,3, Arnaud Romeo Mbadjeu Hondjeu1, Andrew Syrett1, Rebecca Caragata1, Dmitry Rozenberg4,5, Zixuan Xiao6, Vahid Anwari7, Jessica Trac5, Azad Mashari1,2.
Abstract
INTRODUCTION: The COVID-19 pandemic has unveiled widespread shortages of personal protective equipment including N95 respirators. Several centers are developing reusable stop-gap respirators as alternatives to disposable N95 respirators during public health emergencies, using techniques such as 3D-printing, silicone moulding and plastic extrusion. Effective sealing of the mask, combined with respiratory filters should achieve 95% or greater filtration of particles less than 1um. Quantitative fit-testing (QNFT) data from these stop-gap devices has not been published to date. Our team developed one such device, the "SSM", and evaluated it using QNFT.Entities:
Mesh:
Year: 2020 PMID: 33186406 PMCID: PMC7665821 DOI: 10.1371/journal.pone.0242304
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1SSM with harness (strapless) and Air-Guard™ filter.
Demographics, anthropometric characteristics, and qualitatively fitted 3M N95 model.
| Participant Demographics | N = 40 |
|---|---|
| Age, mean (SD), y | 38.7 (9.87) |
| Female–no./total (%) | 20/40 (50%) |
| Body Mass Index, categorical no./total (%) | Under-weight 1/40 (2.5%) |
| Normal weight 27/40 (67.5%) | |
| Overweight 8/40 (20%) | |
| Obese 4/40 (10%) | |
| Body Mass Index, mean (SD), kg/m2 | 23.39 (3.71) |
| Face Width mean (SD), mm | 132.35 (9.99) |
| Face Length mean (SD), mm | 119.52 (8.3) |
| Menton-sellion distances mean (SD), mm | 98.1 (16.74) |
| 1 no./total (%) | 2/40 (5%) |
| 2 no./total (%) | 2/40 (5%) |
| 3 no./total (%) | 7/40 (17.5%) |
| 4 no./total (%) | 3/40 (7.5%) |
| 5 no./total (%) | 2/40 (5%) |
| 6 no./total (%) | 6/40 (15%) |
| 7 no./total (%) | 8/40 (20%) |
| 8 no./total (%) | 0/40 (0%) |
| 9 no./total (%) | 3/40 (7.5%) |
| 10 no./total (%) | 2/40 (5%) |
| NA no./total (%) | 5/40 (12.5%) |
| 1860 no./total (%) | 10/40 (25%) |
| 1860S no./total (%) | 7/40 (17.5%) |
| 1870+ no./total (%) | 19/40 (47.5%) |
| 8210 no./total (%) | 4/40 (10%) |
† Only one participant had a BMI is less than 18.5 and fell within the underweight range. For statistical models, the underweight BMI and normal weight categories were lumped together to give a single category.
Demographic anthropometric characteristics and 3M N95 model distribution based on success of 3M N95 fit test.
| 3M N95 Test | ||
|---|---|---|
| Pass no./total (%) | Fail no./total (%) | |
| 26/40 (65%) | 14/40 (35%) | |
| Age mean (SD), y | 37.92 (8.55) | 40.14 (12.17) |
| Female sex–no./total (%) | 13/26 (50%) | 7/14 (50%) |
| BMI, mean (SD), kg/m2 | 23.59 (3.79) | 23.04 (3.66) |
| Under/normal weight no./total (%) | 19/26 (73,08%) | 9/14 (64,28%) |
| Overweight no./total (%) | 4/26 (15,38%) | 4/14 (28,57%) |
| Obese no./total (%) | 3/26 (11,54%) | 1/14 (7,14%) |
| Face width mean (SD), mm | 131.69 (8.37) | 133.57 (12.73) |
| Face length mean (SD), mm | 119.35 (6.87) | 119.86 (10.77) |
| Menton-sellion distance mean (SD), mm | 99.56 (7.65) | 95.36 (26.75) |
| 1 no./total (%) | 1/24 (4.17%) | 1/11 (9.09%) |
| 2 no./total (%) | 1/24 (4.17%) | 1/11 (9.09%) |
| 3 no./total (%) | 5/24 (20.83%) | 2/11 (18.18%) |
| 4 no./total (%) | 2/24 (8.33%) | 1/11 (9.09%) |
| 5 no./total (%) | 1/24 (4.17%) | 1/11 (9.09%) |
| 6 no./total (%) | 6/24 (25%) | 0/11 (0%) |
| 7 no./total (%) | 7/24 (29.16%) | 1/11 (9.09%) |
| 9 no./total (%) | 1/24 (4.17%) | 2/11 (18.18%) |
| 10 no./total (%) | 0/24 (0%) | 2/11 (18.18%) |
| 1860 no./total (%) | 4/26 (15.38%) | 6/14 (42.86%) |
| 1860S no./total (%) | 4/26 (15.38%) | 3/14 (21.43%) |
| 1870+ no./total (%) | 14/26 (53.85%) | 5/14 (35.71%) |
| 8210 no./total (%) | 4/26 (15.38%) | 0/14 (0%) |
Univariate binary and ordinal logistic regression analyses for association of 3M N95 success rate and baseline characteristics of volunteers.
| Logistic Regression | |||
|---|---|---|---|
| OR | 95%CI | P-value | |
| Age | 0.98 | [0.92–1.04] | 0.5 |
| Gender (F = 0, M = 1) | 1 | [0.27–3.67] | 1 |
| BMI | |||
| Under/normal weight | Reference | Reference | Reference |
| Overweight | 0.47 | [0.96–2.34] | 0.36 |
| Obese | 1.42 | [0.13–15.63] | 0.77 |
| Face width | 0.98 | [0.92–1.05] | 0.57 |
| Face length | 0.99 | [0.92–1.07] | 0.85 |
| Menton-sellion distance | 1.01 | [0.97–1.06] | 0.46 |
| 1 | Reference | Reference | Reference |
| 2 | 1 | [0.2–50.4] | 1 |
| 3 | 2.5 | [0.1–62.6] | 0.58 |
| 4 | 2 | [0.51–78.25] | 0.71 |
| 5 | 1 | [0.2–50.4] | 1 |
| 7 | 7 | [0.22–226] | 0.27 |
| 9 | 0.5 | [0.12–19.56] | 0.71 |
| 1860 | Reference | Reference | Reference |
| 1860S | 2 | [0.28–14.2] | 0.49 |
| 1870+ | |||
† NIOSH Panels 6 and 10 as well as 3M model 8210 predicts success or failure perfectly and was omitted from the logistic regression.
Fig 2Representation of success rate of 3M N95 throughout the 7 runs of test on 40 participants.
Green indicates pass (fit-factor of 100 or greater) and red indicates fail (fit-factor less than 100).
Fig 3Representation of success rate of APIL SSM throughout the 7 runs of test on 40 participants.
Green indicates pass (fit-factor of 100 or greater) and red indicates fail (fit-factor less than 100).
Fig 4Boxplot of 3M N95 and SSM stationary and dynamic Log10(harmonic mean) fit-factors.
‡. ‡ The lower and upper box boundaries are the first (Q1) and third (Q3) quartiles, respectively, band near the middle of the box is the median (second quartile). The upper whiskers are located at the smaller of the maximum value and Q3 + 1.5 interquartile range (IQR), whereas the lower whiskers are located at the larger of the smallest value and Q1–1.5 IQR. Empty circles are outliers that fall outside this range.
Fig 5Log10 group comparison between 3M N95 and APIL SSM overall fit factors for 40 participants.
The overall fit-factor was defined as the harmonic mean of the seven individual run fit-factors.
Fig 6Pairwise comparison of 3M N95 and APIL SSM overall fit-factors for 40 participants.
Comparison of harmonic means of the individual maneuver fit-factors between 3M N95 and APIL SSM using Wilcoxon signed-rank test.
| 3M N95 Harmonic Mean [95% conf. interval] | APIL SSM Harmonic Mean [95% conf. interval] | P value (Wilcoxon Signed-Rank test) | |
|---|---|---|---|
| 100.8 [61.3–282.0] | 3066.0 [undefined CI] | P < 0.0001 | |
| 76.6 [44.0–295.8] | 3372.2 [2007.0–10546.2] | P < 0.0001 | |
| 93.5 [57.7–245.5] | 2026.2 [undefined CI] | P < 0.0001 | |
| 87.6 [58.6–173.1] | 1679.3 [1001.0–5208.2] | P < 0.0001 | |
| 77.8 [60.0–110.6] | 932.5 [581.6–2350.6] | P < 0.0001 | |
| 53.9 [34.7–120.4] | 3658.8 [2143.4–12485.3] | P < 0.0001 | |
| 93.9 [60.1–213.8] | 6246.3 [3452.8–32707.5] | P < 0.0001 |
‡ Due to some extremely high fit-factors close to infinity or 99999999.
Comparison between 3M N95 and APIL SSM using Wilcoxon signed-rank test.
| Maneuvers | Neg/Pos/Ties | Observer N° | z | p |
|---|---|---|---|---|
| Neg | 2 | 14.49 | < 0.0001 | |
| Pos | 278 | |||
| Ties | 0 | |||
| Neg | 0 | 9.51 | < 0.0001 | |
| Pos | 120 | |||
| Ties | 0 | |||
| Neg | 2 | 10.95 | < 0.0001 | |
| Pos | 158 | |||
| Ties | 0 | |||
| Neg | 0 | 5.51 | < 0.0001 | |
| Pos | 40 | |||
| Ties | 0 | |||
| Neg | 0 | 5.51 | < 0.0001 | |
| Pos | 40 | |||
| Ties | 0 | |||
| Neg | 0 | 5.51 | < 0.0001 | |
| Pos | 40 | |||
| Ties | 0 |
† All runs (7 maneuvers), stationary runs (3 maneuvers: normal breathing, deep breathing, normal breathing repeated), dynamic runs (4 maneuvers: head side-to-side, head up-and-down, counting out loud, bending over).
‡ Negative means SSM scored less than disposable N95, positive means SSM scored higher than disposable N95.
Comparison between stationary harmonic runs and dynamic harmonic runs of N95 and APIL SSM using Wilcoxon signed rank test (between groups) and Kruskal Wallis rank test (within groups).
| 3M N95 | APIL SSM | P-value (Wilcoxon Signed Rank test) | |
|---|---|---|---|
| 89.2 [54.4–247.4] | 3832.4 [2110.3–20831.2] | P < 0.0001 | |
| 74.7 [51.5–136.2] | 1642.9 [1018.1–4253.5] | P < 0.0001 | |
| P = 0.1168 | P < 0.0001 |