| Literature DB >> 27401980 |
Carl D D'Ruiz1, Donald W Graff2, Edward Robinson3.
Abstract
BACKGROUND: Electronic cigarettes (e-cigarettes) are popular alternatives to conventional cigarettes among adult smokers wishing to reduce their exposure to harmful smoke constituents. However, little information exists on the relative internal exposures resulting from the exclusive or dual use of e-cigarettes.Entities:
Keywords: Adverse events; Biomarkers of exposure; Clinical trial; Electronic cigarettes; Exclusive and dual use; Nicotine cessation; Urge to smoke
Mesh:
Substances:
Year: 2016 PMID: 27401980 PMCID: PMC4940751 DOI: 10.1186/s12889-016-3236-1
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Urine and blood biomarkers of exposure
| Chemical constituent | Clinical endpoint | Analysis method | LLOQb | |
|---|---|---|---|---|
| Urine biomarkers of exposure | ||||
| NNAL (4-(methylnitrosamino)-1–(3-pyridyl)-1-butanol) | 4-(methylnitrosamino)-1–(3-pyridyl)-1-butanone (NNK) | Cancer | LC-MS-MS | 5.00 pg/mL |
| 3-HPMA 3-hydroxypropylmercapturic acid | Acrolein | Cancer | LC-MS-MS | 20 ng/mL |
| HMPMA (3-hydroxy-1-ethylpropylmercapturic acid) | Crotonaldehyde | Cancer | LC-MS-MS | 20 ng/mL |
| CEMA (2-cyanoethylmercapturic acid) | Acrylonitrile | Cancer | LC-MS-MS | 0.275 ng/mL |
| 1-OHP (1-hydroxypyrene) | Pyrene | Cancer | LC-MS-MS | 10.0 pg/mL |
| NNN (N-Nitrosonornicotine) | NNN | Cancer | LC-MS-MS | 0.200 pg/mL |
| MHBMA (Monohydroxy-3-butenyl mercapturic acid) | 1,3-Butadiene | Cancer | LC-MS-MS | 0.100 ng/mL |
| S-PMA (S-phenylmercapturic acid) | Benzene | Cancer | LC-MS-MS | 0.0250 ng/mL |
| Nicotine equivalentsa
| Nicotine | Nicotine exposure | LC-MS-MS | 50.0 ng/mL |
| Blood Biomarkers of Exposure | ||||
| Blood COHb | CO | CO Exposure | Spectrophotometric | 0.50 % |
| Plasma Nicotine | Nicotine | Nicotine Exposure | LC-MS-MS | 0.200 ng/mL |
| Plasma Cotinine | Nicotine | Nicotine Exposure | LC-MS-MS | 1.00 ng/mL |
| Plasma Trans-3′hydroxycotinine | Nicotine | Nicotine Exposure | LC-MS-MS | 1.00 ng/mL |
aNicotine equivalents: calculated as the molar sum of nicotine and 5 major nicotine metabolites excreted in urine over 24 h and reported as nicotine equivalents (mg/24 h)
b LLOQ Lower Limit of Quantification
Summary of study demographics and FTCD scores by group and overall
| Exclusive e-Cigarette use groups | Dual use groups | Nicotine cessation | Overall | |||||
|---|---|---|---|---|---|---|---|---|
| Trait/test | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | ||
| Gender | ||||||||
| Female | 6 (40 %) | 3 (20 %) | 9 (60 %) | 6 (40 %) | 3 (20 %) | 7 (47 %) | 3 (20 %) | 37 (35 %) |
| Male | 9 (60 %) | 12 (80 %) | 6 (40 %) | 9 (60 %) | 12 (80 %) | 8 (53 %) | 12 (80 %) | 68 (65 %) |
| Race | ||||||||
| American Indian/Alaska Native | 0 (0 %) | 0 (0 %) | 0 (0 %) | 0 (0 %) | 0 (0 %) | 1 (7 %) | 0 (0 %) | 1 (1 %) |
| Black or African American | 2 (13 %) | 6 (40 %) | 1 (7 %) | 2 (13 %) | 4 (27 %) | 1 (7 %) | 1 (7 %) | 17 (16 %) |
| Black or African American, American Indian/Alaska | 0 (0 %) | 0 (0 %) | 0 (0 %) | 0 (0 %) | 0 (0 %) | 0 (0 %) | 1 (7 %) | 1 (1 %) |
| White | 13 (87 %) | 9 (60 %) | 14 (93 %) | 13 (87 %) | 11 (73 %) | 13 (87 %) | 13 (87 %) | 86 (82 %) |
| Age (years) | ||||||||
| Mean | 37.1 | 40.1 | 33.9 | 36.6 | 36.8 | 39.3 | 41.1 | 37.8 |
| SD | 11.4 | 10.6 | 11.8 | 10.8 | 11.6 | 10.6 | 11.2 | 11.1 |
| BMI (kg/m2) | ||||||||
| Mean | 28.2 | 26.2 | 28.7 | 28.9 | 27.2 | 27.8 | 27.8 | 27.8 |
| SD | 5.5 | 6.5 | 5.7 | 5.5 | 4.7 | 5.1 | 4.9 | 5.4 |
| Cigarettes per Day | ||||||||
| Mean | 18.4 | 17.3 | 15.4 | 18.7 | 20.5 | 21.1 | 20.4 | 18.8 |
| SD | 7.1 | 6.2 | 3.3 | 6.6 | 7.3 | 5.8 | 7.5 | 6.5 |
| Years Smoked | ||||||||
| Mean | 19.2 | 20.3 | 15.0 | 19.3 | 14.6 | 21.7 | 21.3 | 18.8 |
| SD | 12.9 | 10.5 | 10.9 | 10.1 | 11.6 | 8.7 | 10.6 | 10.8 |
| Usual Brand Cigarette Flavor | ||||||||
| Menthol | 6 (40 %) | 7 (47 %) | 8 (53 %) | 3 (20 %) | 7 (47 %) | 5 (33 %) | 3 (20 %) | 39 (37 %) |
| Non-Menthol | 9 (60 %) | 8 (53 %) | 7 (47 %) | 12 (80 %) | 8 (53 %) | 10 (67 %) | 12 (80 %) | 66 (63 %) |
| FTCD Score | ||||||||
| Mean | 5.3 | 5.1 | 5.3 | 5.5 | 5.7 | 5.2 | 5.6 | 5.4 |
| SD | 1.5 | 2.0 | 1.5 | 2.0 | 1.1 | 1.7 | 2.0 | 1.7 |
Summary of the number of cigarettes smoked and estimated amount of nicotine delivered
| Exclusive e-Cigarette use | Dual use | Nicotine cessation | ||||||
|---|---|---|---|---|---|---|---|---|
| Tobacco rechargeable | Cherry rechargeable | Cherry disposable | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | - | ||
| Screening | Cigarettes | 18.4 ± 7.1 | 17.3 ± 6.2 | 15.4 ± 3.3 | 18.7 ± 6.6 | 20.5 ± 7.3 | 21.1 ± 5.8 | 20.4 ± 7.5 |
| Day −1 | Cigarettes | 16.9 ± 5.1 | 15.8 ± 5.4 | 14.9 ± 1.5 | 14.5 ± 4.5 | 14.2 ± 2.0 | 14.8 ± 2.4 | 17.5 ± 4.9 |
| Day 1 | Cigarettes | NA | NA | NA | 8.9 ± 3.1 | 9.6 ± 2.7 | 9.8 ± 2.0 | NA |
| E-cigarette nicotine | 14.9 ± 15.2 | 17.7 ± 16.9 | 13.6 ± 11.0 | 8.9 ± 6.9 | 4.6 ± 3.3 | 5.6 ± 3.4 | NA | |
| Day 2 | Cigarettes | NA | NA | NA | 8.9 ± 2.9 | 9.5 ± 2.8 | 9.9 ± 1.9 | NA |
| E-cigarette nicotine | 17.2 ± 15.1 | 17.6 ± 14.3 | 19.6 ± 16.8 | 11.1 ± 7.8 | 6.5 ± 5.5 | 7.4 ± 7.2 | NA | |
| Day 3 | Cigarettes | NA | NA | NA | 8.9 ± 3.0 | 9.5 ± 2.5 | 10.1 ± 2.0 | NA |
| E-cigarette nicotine | 16.3 ± 13.4 | 19.8 ± 16.9 | 19.4 ± 20.0 | 12.4 ± 9.5 | 6.2 ± 6.5 | 9.4 ± 9.8 | NA | |
| Day 4 | Cigarettes | NA | NA | NA | 9.0 ± 3.2 | 9.7 ± 2.9 | 10.0 ± 2.0 | NA |
| E-cigarette nicotine | 18.4 ± 14.6 | 20.8 ± 14.2 | 23.4 ± 21.0 | 13.3 ± 10.7 | 7.5 ± 8.3 | 9.9 ± 9.1 | NA | |
| Day 5 | Cigarettes | NA | NA | NA | 9.0 ± 3.3 | 9.6 ± 2.8 | 10.4 ± 2.2 | NA |
| E-cigarette nicotine | 19.4 ± 16.6 | 22.9 ± 16.6 | 22.9 ± 20.5 | 12.7 ± 11.6 | 7.0 ± 9.3 | 9.1 ± 8.6 | NA | |
| Day 1 through Day 5 Mean | Cigarettes | NA | NA | NA | 44.7 ± 15.4 | 47.9 ± 13.6 | 50.5 ± 9.5 | NA |
| E-cigarette nicotine | 86.1 ± 70.5 | 98.9 ± 75.1 | 99.0 ± 86.8 | 61.8 ± 45.9 | 31.9 ± 30.1 | 38.9 ± 36.4 | NA | |
Values are presented as mean ± SD mg nicotine or cigarettes smoked
Cessation group subjects reported smoking 20.4 ± 7.5 CPD during screening and smoked 17.5 ± 4.9 cigarettes on Day −1
NA Not available
Statistical comparisons of the Day 5 estimated nicotine delivered by e-Cigarettes between use groups
| Comparison | First LSM (mg) | Second LSM (mg) | Difference (mg) |
|
|---|---|---|---|---|
| A1 vs B1 | 19.40 | 12.74 | 6.66 | 0.2140 |
| A2 vs B2 | 22.86 | 7.04 | 15.83 |
|
| A3 vs B3 | 22.91 | 9.08 | 13.83 |
|
| A1 vs A2 | 19.40 | 22.86 | −3.46 | 0.5170 |
| A1 vs A3 | 19.40 | 22.91 | −3.51 | 0.5117 |
| A2 vs A3 | 22.86 | 22.91 | −0.04 | 0.9934 |
| B1 vs B2 | 12.74 | 7.04 | 5.70 | 0.2873 |
| B1 vs B3 | 12.74 | 9.08 | 3.66 | 0.5011 |
| B2 vs B3 | 7.04 | 9.08 | −2.04 | 0.7074 |
LSM Least-square means
Use Groups
A1: Exclusive Tobacco flavor rechargeable e-cigarette
A2: Exclusive Cherry flavor rechargeable e-cigarette
A3: Exclusive Cherry flavor disposable e-cigarette
B1: Dual Tobacco flavor rechargeable e-cigarette and usual brand combustible cigarette
B2: Dual Cherry flavor rechargeable e-cigarette and usual brand combustible cigarette
B3: Dual Cherry flavor disposable e-cigarette and usual brand combustible cigarette
p-values indicate statistically significant
Urine biomarker concentration summary and statistical comparisons
| Exclusive e-Cigarette use groups | Dual use groups | Nicotine cessation | |||||
|---|---|---|---|---|---|---|---|
| Biomarker | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | |
| NNAL (ng/24 h) | |||||||
| Day −1 | 427.6 ± 218.8 | 383.7 ± 178.8 | 299.1 ± 165.0 | 430.8 ± 217.1 | 422.0 ± 257.5 | 343.3 ± 123.3 | 481.6 ± 377.5 |
| Day 5 | 174.3 ± 144.6 | 149.2 ± 80.3 | 111.1 ± 68.9 | 328.6 ± 178.9 | 321.1 ± 177.3 | 269.2 ± 96.3 | 175.1 ± 140.8 |
| p-value Day −1 vs Day 5 | <0.0001 | <0.0001 | <0.0001 | 0.0063 | 0.0042 | 0.0028 | 0.0004 |
| p-value Day 5 vs Cessation | 0.1940 | 0.2456 | 0.2593 | <0.0001 | <0.0001 | <0.0001 | NA |
| 3-HPMA (μg/24 h) | |||||||
| Day −1 | 1521.7 ± 820.0 | 1903.0 ± 1132.7 | 1353.7 ± 598.8 | 1644.1 ± 501.3 | 1474.6 ± 519.9 | 1489.5 ± 567.1 | 2004.1 ± 1137.8 |
| Day 5 | 214.4 ± 94.3 | 263.1 ± 64.7 | 246.7 ± 101.5 | 1046.2 ± 360.6 | 1070.7 ± 342.2 | 1155.4 ± 368.5 | 228.8 ± 84.2 |
| p-value Day −1 vs Day 5 | <0.0001 | 0.0001 | <0.0001 | <0.0001 | 0.0009 | 0.0062 | <.0001 |
| p-value Day 5 vs Cessation | 0.5137 | 0.6099 | 0.3194 | <0.0001 | <0.0001 | <0.0001 | NA |
| HMPMA (μg/24 h) | |||||||
| Day −1 | 523.8 ± 225.3 | 657.2 ± 328.9 | 533.4 ± 208.3 | 590.7 ± 178.7 | 597.5 ± 198.0 | 504.5 ± 167.1 | 797.7 ± 429.4 |
| Day 5 | 71.3 ± 33.1 | 83.2 ± 32.3 | 78.0 ± 20.7 | 391.8 ± 151.2 | 394.6 ± 119.3 | 386.8 ± 94.1 | 78.1 ± 18.6 |
| p-value Day −1 vs Day 5 | <0.0001 | <0.0001 | <0.0001 | 0.0001 | 0.0001 | 0.0094 | <.0001 |
| p-value Day 5 vs Cessation | 0.4785 | 0.5206 | 0.4211 | <0.0001 | <0.0001 | <0.0001 | NA |
| CEMA (μg/24 h) | |||||||
| Day −1 | 219.7 ± 98.5 | 266.1 ± 140.9 | 201.0 ± 72.8 | 256.0 ± 97.9 | 246.2 ± 109.8 | 223.5 ± 61.6 | 289.7 ± 132.2 |
| Day 5 | 33.4 ± 21.8 | 41.3 ± 30.4 | 25.9 ± 11.2 | 172.8 ± 72.1 | 168.3 ± 50.9 | 173.0 ± 63.7 | 41.0 ± 19.7 |
| p-value Day −1 vs Day 5 | <0.0001 | <0.0001 | <0.0001 | 0.0002 | 0.0010 | 0.0002 | <.0001 |
| p-value Day 5 vs Cessation | 0.2902 | 0.6357 | 0.4549 | <0.0001 | <0.0001 | <0.0001 | NA |
| 1-OHP (ng/24 h) | |||||||
| Day −1 | 317.4 ± 138.7 | 302.9 ± 171.5 | 260.9 ± 166.8 | 363.6 ± 174.1 | 294.5 ± 145.5 | 304.1 ± 122.7 | 364.0 ± 200.7 |
| Day 5 | 93.7 ± 52.9 | 85.9 ± 32.2 | 90.6 ± 38.4 | 235.1 ± 121.1 | 206.3 ± 90.9 | 224.1 ± 89.5 | 108.2 ± 55.0 |
| p-value Day −1 vs Day 5 | <.0001 | 0.0002 | 0.0007 | 0.0006 | 0.0004 | 0.0007 | <.0001 |
| p-value Day 5 vs Cessation | 0.8331 | 0.7524 | 0.4115 | <0.0001 | <0.0001 | <0.0001 | NA |
| NNN (ng/24 h) | |||||||
| Day −1 | 18.6 ± 12.1 | 13.7 ± 11.5 | 13.9 ± 12.5 | 14.3 ± 8.6 | 12.3 ± 8.1 | 11.3 ± 5.4 | 16.2 ± 12.1 |
| Day 5 | 1.2 ± 2.4 | 0.7 ± 0.9 | 1.2 ± 3.3 | 8.9 ± 7.7 | 7.6 ± 5.4 | 7.1 ± 3.1 | 0.2 ± 0.1 |
| p-value Day −1 vs Day 5 | <.0001 | 0.0011 | 0.0045 | 0.0001 | 0.0019 | 0.0032 | 0.0005 |
| p-value Day 5 vs Cessation | 0.6402 | 0.6223 | 0.3974 | <0.0001 | <0.0001 | <0.0001 | NA |
| MHBMA (μg/24 h) | |||||||
| Day −1 | 4.9 ± 3.5 | 5.9 ± 3.8 | 4.6 ± 3.2 | 5.0 ± 2.9 | 3.4 ± 2.5 | 4.5 ± 2.8 | 5.6 ± 3.6 |
| Day 5 | 0.3 ± 0.1 | 0.3 ± 0.1 | 0.3 ± 0.1 | 3.5 ± 2.1 | 2.8 ± 1.8 | 4.3 ± 2.3 | 0.4 ± 0.1 |
| p-value Day −1 vs Day 5 | 0.0002 | 0.0002 | 0.0006 | 0.0024 | 0.0320 | 0.1539 | 0.0002 |
| p-value Day 5 vs Cessation | 0.8548 | 0.8106 | 0.7313 | <0.0001 | <0.0001 | <0.0001 | NA |
| S-PMA (μg/24 h) | |||||||
| Day −1 | 6.3 ± 3.7 | 8.1 ± 4.9 | 6.3 ± 3.9 | 7.0 ± 4.4 | 4.9 ± 3.5 | 6.9 ± 5.5 | 7.6 ± 4.3 |
| Day 5 | 0.3 ± 0.1 | 0.3 ± 0.3 | 0.4 ± 0.2 | 4.9 ± 3.3 | 3.6 ± 2.3 | 6.0 ± 4.6 | 0.3 ± 0.2 |
| p-value Day −1 vs Day 5 | <.0001 | <.0001 | 0.0001 | 0.0031 | 0.0055 | 0.0072 | <.0001 |
| p-value Day 5 vs Cessation | 0.5274 | 0.7602 | 0.4430 | <0.0001 | <0.0001 | <0.0001 | NA |
| Nicotine Equivalents (mg/24 h) | |||||||
| Day −1 | 17.0 ± 6.6 | 17.6 ± 8.7 | 14.5 ± 4.4 | 16.6 ± 5.5 | 16.0 ± 6.2 | 15.7 ± 3.9 | 20.0 ± 8.9 |
| Day 5 | 10.7 ± 9.1 | 12.7 ± 9.7 | 10.5 ± 9.6 | 18.4 ± 7.2 | 15.9 ± 5.5 | 15.8 ± 5.0 | 0.5 ± 0.2 |
| p-value Day −1 vs Day 5 | 0.0115 | 0.0415 | 0.0033 | 0.4188 | 0.9103 | 0.8519 | <.0001 |
| p-value Day 5 vs Cessation | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | NA |
Values are presented as mean ± SD
Blood biomarker concentration summary and statistical comparisons
| Exclusive e-Cigarette use groups | Dual use groups | Nicotine cessation | |||||
|---|---|---|---|---|---|---|---|
| Biomarker | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | |
| Blood COHb (%) | |||||||
| Day −1 | 6.3 ± 2.0 | 6.3 ± 2.0 | 6.0 ± 1.5 | 5.2 ± 2.0 | 4.8 ± 1.4 | 5.6 ± 1.9 | 7.4 ± 2.3 |
| Day 5 | 1.2 ± 0.6 | 1.2 ± 0.5 | 1.0 ± 0.6 | 4.0 ± 1.5 | 3.8 ± 0.9 | 4.3 ± 1.3 | 1.6 ± 0.4 |
| p-value Day −1 vs Day 5 | 0.0001 | <0.0001 | <0.0001 | 0.0179 | 0.0775 | 0.0170 | 0.0001 |
| p-value Day 5 vs Cessation | 0.5011 | 0.6009 | 0.4794 | <0.0001 | <0.0001 | <0.0001 | NA |
| Plasma Nicotine (ng/mL) | |||||||
| Day −1 | 13.0 ± 6.1 | 14.7 ± 5.2 | 13.3 ± 6.5 | 12.5 ± 5.9 | 8.8 ± 3.2 | 11.1 ± 4.1 | 16.0 ± 7.0 |
| Day 5 | 6.9 ± 6.3 | 8.4 ± 5.9 | 6.6 ± 5.6 | 9.5 ± 6.2 | 8.1 ± 5.2 | 7.9 ± 4.4 | 0.1 ± 0.0 |
| p-value Day −1 vs Day 5 | 0.0033 | 0.0035 | 0.0053 | 0.0518 | 0.6197 | 0.0112 | <0.0001 |
| p-value Day 5 vs Cessation | <0.0001 | <0.0001 | 0.0002 | <0.0001 | <0.0001 | <0.0001 | NA |
| Plasma Cotinine (ng/mL) | |||||||
| Day −1 | 260.1 ± 128.1 | 299.9 ± 93.7 | 250.1 ± 92.4 | 247.6 ± 99.0 | 213.6 ± 62.8 | 218.4 ± 58.3 | 282.2 ± 135.9 |
| Day 5 | 164.5 ± 167.4 | 202.1 ± 103.2 | 149.2 ± 116.1 | 261.5 ± 119.4 | 211.5 ± 70.2 | 212.9 ± 89.3 | 5.49 ± 6.7 |
| p-value Day −1 vs Day 5 | 0.0438 | 0.0160 | 0.0112 | 0.6554 | 0.8935 | 0.7474 | <0.0001 |
| p-value Day 5 vs Cessation | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | <0.0001 | NA |
| Plasma Trans-3′hydroxycotinine (ng/mL) | |||||||
| Day −1 | 164.5 ± 167.4 | 202.1 ± 103.2 | 149.2 ± 116.1 | 261.5 ± 119.4 | 211.5 ± 70.2 | 212.9 ± 89.3 | 5.49 ± 6.7 |
| Day 5 | 70.4 ± 59.0 | 85.0 ± 55.7 | 69.4 ± 56.5 | 102.2 ± 46.8 | 107.8 ± 50.7 | 98.5 ± 29.3 | 3.8 ± 2.7 |
| p-value Day −1 vs Day 5 | 0.1626 | 0.3316 | 0.2073 | 0.0821 | 0.0051 | 0.1082 | <0.0001 |
| p-value Day 5 vs Cessation | <0.0001 | <0.0001 | 0.0002 | <0.0001 | <0.0001 | <0.0001 | NA |
Values are presented as mean ± SD
Fig. 1Urine biomarkers - Day 5 % change from Day −1
Fig. 2Blood biomarkers - Day 5 % change from Day −1
Regression analyses of nicotine equivalents excretion and Day −1 and Day 5 product use
| Relationship Assessed | Slope | R-square |
|
|---|---|---|---|
| Day −1 nicotine equivalents amount excreted against cigarettes smoked (all Groups) | 0.7485 | 0.2137 | <.0001 |
| Day 5 nicotine equivalents amount excreted against cigarettes smoked (dual use Groups) | 0.3598 | 0.0289 | 0.2814 |
| Day 5 nicotine equivalents amount excreted against estimated nicotine from e-cigarettes (dual use Groups) | 0.3970 | 0.4502 | <.0001 |
| Day 5 nicotine equivalents amount excreted against estimated nicotine from e-cigarettes (exclusive use Groups) | 0.4794 | 0.8538 | <.0001 |
Regression analyses of the Day −1 to Day 5 % change in the amount of urine biomarker amount excreted against the % change in CPD
| Urine Biomarker | Slope | R-square |
|
|---|---|---|---|
| NNAL | 0.4154 | 0.1518 | 0.0108 |
| 3-HPMA | 0.6940 | 0.4105 | <.0001 |
| HMPMA | 0.7878 | 0.4289 | <.0001 |
| CEMA | 0.7096 | 0.4891 | <.0001 |
| 1-OHP | 0.6297 | 0.4227 | <.0001 |
| NNN | 0.7766 | 0.3181 | 0.0001 |
| MHBMA | 0.7469 | 0.2874 | 0.0003 |
| S-PMA | 0.7259 | 0.4636 | <.0001 |
| Nicotine Equivalents | −0.0296 | 0.0002 | 0.9316 |
Exhaled breath biomarker summary and statistical comparisons
| Exclusive e-Cigarette use groups | Dual use groups | Nicotine cessation | |||||
|---|---|---|---|---|---|---|---|
| Biomarker | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | Tobacco rechargeable | Cherry rechargeable | Cherry disposable | |
| CO (ppm) | |||||||
| Day −1 | 27.2 ± 10.5 | 27.3 ± 6.9 | 26.9 ± 6.4 | 25.1 ± 7.3 | 25.4 ± 7.7 | 24.7 ± 5.5 | 29.3 ± 10.4 |
| Day 5 | 2.9 ± 0.8 | 2.9 ± 0.8 | 2.7 ± 0.9 | 17.3 ± 5.7 | 16.1 ± 3.3 | 18.2 ± 5.7 | 2.8 ± 0.7 |
| p-value Day −1 vs Day 5 | <0.0001 | <0.0001 | <0.0001 | 0.0021 | <0.0001 | 0.0002 | <0.0001 |
| p-value Day 5 vs Cessation | 0.7990 | 0.8033 | 0.9109 | <0.0001 | <0.0001 | <0.0001 | NA |
| NO (ppb) | |||||||
| Day −1 | 14.8 ± 12.8 | 11.5 ± 4.8 | 10.0 ± 4.0 | 14.9 ± 11.1 | 10.6 ± 4.6 | 14.3 ± 13.5 | 11.3 ± 4.0 |
| Day 5 | 23.3 ± 21.6 | 15.5 ± 9.0 | 14.3 ± 6.5 | 12.9 ± 6.3 | 10.7 ± 4.4 | 11.4 ± 6.0 | 16.8 ± 10.1 |
| p-value Day −1 vs Day 5 | 0.0075 | 0.1325 | 0.0053 | 0.3118 | 0.9415 | 0.3287 | 0.0321 |
| p-value Day 5 vs Cessation | 0.2370 | 0.6031 | 0.5674 | 0.0313 | 0.0615 | 0.0119 | NA |
Values are presented as mean ± SD
Fig. 3Exhaled Breath Biomarkers - Day 5 % Change from Day −1
Urge to smoke summary and statistical comparisons within use groups
| Exclusive Use | Dual Use | Nicotine cessation | ||||||
|---|---|---|---|---|---|---|---|---|
| Tobacco flavor rechargeable | Cherry flavor rechargeable | Cherry flavor disposable | Tobacco flavor rechargeable | Cherry flavor rechargeable | Cherry flavor disposable | |||
| Day −1 | Morning | 71.4 ± 15.5 | 66.1 ± 24.8 | 58.3 ± 19.1 | 58.7 ± 27.3 | 61.1 ± 22.8 | 59.6 ± 23.0 | 58.5 ± 15.8 |
| Evening | 33.6 ± 25.0 | 39.0 ± 25.1 | 44.3 ± 26.1 | 48.5 ± 29.4 | 32.2 ± 29.4 | 33.3 ± 25.5 | 35.6 ± 20.8 | |
| Day 5 | Morning | 73.9 ± 26.4 | 54.7 ± 39.7 | 66.6 ± 29.2 | 63.1 ± 25.9 | 65.5 ± 29.7 | 67.4 ± 25.0 | 65.1 ± 30.7 |
| Evening | 61.1 ± 33.4 | 43.8 ± 35.4 | 52.7 ± 35.4 | 50.5 ± 28.9 | 35.1 ± 25.0 | 37.4 ± 27.5 | 66.0 ± 30.0 | |
| Day −1 Evening Change from Morning Urge to Smoke | ||||||||
| N | 15 | 15 | 15 | 15 | 15 | 15 | 15 | |
| Mean ± SD | −37.8 ± 27.6 | −27.1 ± 19.0 | −14.1 ± 22.95 | −10.2 ± 24.18 | −28.9 ± 38.0 | −26.3 ± 30.81 | −22.9 ± 21.7 | |
|
|
|
|
| 0.1247 |
|
|
| |
| % change (median) | −53.2 | −39.3 | −17.9 | −17.9 | −58.3 | −61.4 | −48.6 | |
| Day 5 Evening Change from Morning Urge to Smoke | ||||||||
| N | 15 | 15 | 15 | 15 | 15 | 14 | 13 | |
| Mean ± SD | −12.9 ± 30.3 | −10.9 ± 24.4 | −13.9 ± 23.3 | −12.7 ± 27.8 | −30.4 ± 30.8 | −29.9 ± 28.0 | 2.5 ± 11.5 | |
|
| 0.1227 | 0.1068 |
| 0.0994 |
|
| 0.4563 | |
| % change (median) | −11.8 | −1.0 | −5.6 | −26.1 | −36.5 | −44.3 | 1.2 | |
Measured by Visual Analogue Scale
% change presented as medians due to outlier values that skew the means
p-values indicate statistically significant
Day 5 evening and day 5 evening change from morning smoking urge statistical comparisons between use groups
| Comparison | Day 5 evening comparisons | Day 5 evening change from morning comparisons | ||||||
|---|---|---|---|---|---|---|---|---|
| First LSM (%) | Second LSM (%) | Difference (%) |
| First LSM (%) | Second LSM (%) | Difference (%) |
| |
| A1 vs C | 63.00 | 66.32 | −3.32 | 0.7589 | −8.92 | 2.69 | −11.61 | 0.2273 |
| A2 vs C | 43.32 | 66.32 | −23.00 |
| −10.05 | 2.69 | −12.75 | 0.1818 |
| A3 vs C | 49.91 | 66.32 | −16.41 | 0.1323 | −16.90 | 2.69 | −19.59 |
|
| B1 vs C | 45.74 | 66.32 | −20.58 | 0.0611 | −16.84 | 2.69 | −19.53 |
|
| B2 vs C | 37.69 | 66.32 | −28.63 |
| −29.06 | 2.69 | −31.75 |
|
| B3 vs C | 40.90 | 66.32 | −25.42 |
| −28.97 | 2.69 | −31.66 |
|
| A1 vs B1 | 63.00 | 45.74 | 17.26 | 0.1111 | −8.92 | −16.84 | 7.92 | 0.4066 |
| A2 vs B2 | 43.32 | 37.69 | 5.63 | 0.5971 | −10.05 | −29.06 | 19.00 |
|
| A3 vs B3 | 49.91 | 40.90 | 9.01 | 0.4108 | −16.90 | −28.97 | 12.07 | 0.2015 |
| A1 vs A2 | 63.00 | 43.32 | 19.68 | 0.0668 | −8.92 | −10.05 | 1.14 | 0.9016 |
| A1 vs A3 | 63.00 | 49.91 | 13.09 | 0.2226 | −8.92 | −16.90 | 7.98 | 0.3982 |
| A2 vs A3 | 43.32 | 49.91 | −6.58 | 0.5364 | −10.05 | −16.90 | 6.84 | 0.4594 |
| B1 vs B2 | 45.74 | 37.69 | 8.05 | 0.4562 | −16.84 | −29.06 | 12.22 | 0.1921 |
| B1 vs B3 | 45.74 | 40.90 | 4.84 | 0.6608 | −16.84 | −28.97 | 12.13 | 0.2019 |
| B2 vs B3 | 37.69 | 40.90 | −3.21 | 0.7664 | −29.06 | −28.97 | −0.09 | 0.9921 |
LSM Least-square means
Use Groups
A1: Exclusive Tobacco flavor rechargeable e-cigarette
A2: Exclusive Cherry flavor rechargeable e-cigarette
A3: Exclusive Cherry flavor disposable e-cigarette
B1: Dual Classic Tobacco flavor rechargeable e-cigarette and a usual brand combustible cigarette
B2: Dual Cherry flavor rechargeable e-cigarette and a usual brand combustible cigarette
B3: Dual Cherry flavor disposable e-cigarette and a usual brand combustible cigarette
C: Nicotine cessation
p-values indicate statistically significant