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Hookah Additive Research to Inform Product Standards

Waterpipe Tobacco Additives and Their Effect on Human Puffing Behavior, Toxicant Exposures, Pulmonary Function, and Appeal

Status
Completed
Phases
NA
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT05453773
Acronym
HARPS
Enrollment
54
Registered
2022-07-12
Start date
2022-06-19
Completion date
2023-05-11
Last updated
2024-12-31

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Tobacco-Related Carcinoma

Brief summary

This clinical trial evaluates how the content of waterpipe (WP) tobacco affects the appeal, puffing behavior, and toxicity of WP tobacco smoking. The data from the proposed study will provide direct links between WP tobacco's primary additives (sugars and humectants), CO and nicotine biomarkers, smoker preferences, perceptions of harm and puffing behaviors, and the subsequent range of toxicant exposures associated with these additives and behaviors. Study outcomes include waterpipe puffing behaviors, exhaled carbon monoxide levels, nicotine uptake, spirometry, sensory perceptions, smoking appeal, and risk perception. Waterpipe tobacco smoking is often the first combustible tobacco product tried by adolescents and young adults, possibly due to the widespread availability of heavily sweetened waterpipe tobacco and the perception that waterpipe smoking is a safer alternative to cigarette smoking. However, waterpipe tobacco smoking is associated with lung disease, carbon monoxide poisoning, and precursor conditions for oral and other cancers in adolescents and young adults. There is currently little data available on how the primary additives (by weight) in waterpipe tobacco affect puffing behaviors, toxicant exposures, pulmonary function and appeal. This clinical trial uses established waterpipe tobacco smokers, four investigational tobacco products with precisely manipulated levels of humectants and natural sugars in a single-blind, crossover (repeated measures) study design to determine how waterpipe tobacco additives effect human puffing behavior, nicotine uptake, flavor perceptions, lung function, and biomarkers of exposure.

Detailed description

Currently there are no regulations governing the content of WP tobacco. Because mandated changes in tobacco content may lead to unintended consequences that ultimately result in public health declines, human use behaviors must be well understood prior to implementing regulatory product standards. The proposed study will include preparing and characterizing the content of 4 investigational tobacco products (ITPs) (Aim 1); characterizing the mainstream smoke toxicant emissions from machine smoking the 4 ITPs using a single, established puffing regimen (Aim 2); measuring human puffing behavior, general harm and specific health risk and flavor perceptions, lung function, and biomarkers of exposure in a group of established WP smokers smoking the 4 ITPs in the laboratory (Aim 3), and estimating toxicant exposure ranges using machine smoking and puffing regimens derived from the human laboratory testing (Aim 4). The clinical trial (Aim 3) will focus on using a group of established adult and young adult WP smokers, a cross-over study design, CO and nicotine biomarkers, spirometry, cutting edge psychophysical measurement tools, and risk perception instruments to map the relationship between sensory experiences and preferences of sweetness and flavor to specific additive content in WP tobacco that affect these experiences, preferences, acute health effects, and toxicant exposures. Study subjects will participate in a series of 4 clinic sessions, each visit separated by at least a week, in which they smoke one of 4 tobacco preparations (single-blind) using a research grade waterpipe in a randomly assigned sequence in a smoking room with sufficiently controlled ventilation rate to keep ambient air CO levels below 25 ppm. Exhaled CO, whole blood samples and spirometry measures will be collected before and immediately after the smoking session. Taste perceptions, liking/disliking, and risk perceptions will be determined via questionnaires before, during, and after smoking.

Interventions

OTHERQuestionnaire Administration

Ancillary studies

BEHAVIORALTobacco Smoking

Smoke waterpipe tobacco

Sponsors

Ohio State University
CollaboratorOTHER
National Cancer Institute (NCI)
CollaboratorNIH
Food and Drug Administration (FDA)
CollaboratorFED
Ohio State University Comprehensive Cancer Center
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
FACTORIAL
Primary purpose
OTHER
Masking
SINGLE (Subject)

Eligibility

Sex/Gender
ALL
Age
21 Years to 50 Years
Healthy volunteers
Yes

Inclusion criteria

* Sufficient understanding of consent form and study procedures * Age 21-50 years old * Experienced WP smokers defined as having smoked a WP at least 3 times per month in the last month * Willing/able to abstain from nicotine product use for at least 12 hours prior to the laboratory visits * Willing to attend four laboratory sessions at the same time of day lasting approximately 3 hours (h) each * Read and speak English

Exclusion criteria

* Evident intoxication on any visit * Exhaled breath CO \> 10 ppm * Pregnancy (known or suspected), trying to become pregnant, breastfeeding, unwillingness to use contraception for the duration of the study * Significant smoking-related disease (by history) * Any of the following in the past 30 days (self-report): * Uncontrolled asthma or asthma that is worse than usual * Severe respiratory allergies, such as wheezing, coughing, shortness of breath when exposed to known allergens * Acute upper or lower respiratory illnesses like the flu, common cold, or pneumonia * Any other serious lung infection or disease, such as tuberculosis, cystic fibrosis, or lung cancer * Hospitalization for difficulty breathing * Currently engaging in a WP tobacco smoking quit attempt

Design outcomes

Primary

MeasureTime frameDescription
Change in Exhaled Breath Carbon Monoxide (CO)Approximately 30 to 90 minutesChange from baseline exhaled breath carbon monoxide (boost). CO was collected before and immediately after each smoking session with a handheld electrochemical cell.
Change in Plasma NicotineApproximately 30 to 90 minutesChange from baseline plasma nicotine (boost): Whole blood was collected before and immediately after each smoking session, separated, and plasma layer transferred and stored at -80 °C until analysis for nicotine according to validated methods using LC-MS/MS.
Change in Forced Vital Capacity (FVC)Approximately 30 to 90 minutesSpirometer measurements will be collected - change in forced vital capacity (FVC) (post-pre).
Change in Forced Expiratory Volume in 1 Second (FEV1)Approximately 30 to 90 minutesSpirometer measurements will be collected - change in forced expiratory volume in 1 second (FEV1) (post-pre)
Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.Approximately 30 to 90 minutesSpirometer measurements will be collected - change in FEV1/FVC, the ratio of the forced expiratory volume in the first one second to the forced vital capacity of the lungs (post-pre).
Change in Peak Expiratory Flow (PEF)Approximately 30 to 90 minutesSpirometer measurements will be collected - change in peak expiratory flow (PEF) (post-pre).
Change in Forced Expiratory Flow at 25-75% of FVCApproximately 30 to 90 minutesSpirometer measurements will be collected - change in forced expiratory flow at 25-75% of FVC (post-pre).
Tobacco Use HistoryBaselineEver use of tobacco products, assessed at the first study visit
Nicotine Dependence (HONC)BaselineHooked on Nicotine Checklist (HONC) comprised of 10 Yes or No questions, assessed on the first study visit. Scores range from 0 to 10 with higher scores indicating greater nicotine dependence.
Nicotine Dependence (LWDS)BaselineLebanese Waterpipe Dependence Scale (LWDS) comprised of twelve questions and assessed on the first study visit. LWDS values range from 0 to 36 where higher sores indicate greater nicotine dependence.
General Harm and Health Risk PerceptionsPost Smoking SessionAssessed using harm/health risk perceptions questionnaire. General harm is rated after the smoking session on a scale from 0 (no harm) to 10 (extreme harm) with higher scores indicating a greater perceived harm/health risk.
Subjective Effects of Smoking TobaccoPost Smoking SessionDirect Effects of Tobacco scale; the scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.
Change in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineApproximately 30 to 90 minutesChange in Direct Effects of Nicotine scale from baseline (post - pre). The scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.
Change in Subjective Effects of Smoking Tobacco (QSU)Approximately 30 to 90 minutesChange from baseline Questionnaire for Urges to Smoke (post - pre). This is a 10-item measure where participants rate smoking-related items on a 6-point Likert scale ranging from 1 (strongly disagree) to 6 (strongly agree). Items are collapsed into two previously identified factors (Factor 1: strong desire and intention to smoke; Factor 2: anticipation of relief from withdrawal symptoms). Scores are calculated by summing the items and range from 5 to 30 with higher scores indicating greater urge to smoke.
Change in Nicotine Withdrawal Assessment (MNWS)Approximately 30 to 90 minutesChange from baseline using Waterpipe-modified Minnesota Withdrawal Scale (post - pre). The scale ranges from 0 (not at all) to 100 (extremely) with higher total numbers meaning greater withdrawal symptoms.
Tobacco Flavor Perception (gLMS)Post Smoking SessionTo determine the relative intensity of specific flavors, e.g., sweetness, the general version of the Labeled Magnitude Scale (gLMS) was used post-smoking session. The scale ranges from 0 to 100 where higher scores indicate that the perception is stronger.
Tobacco Flavors Perception, Degree of Liking or Disliking (LHS)Post Smoking SessionTo assess the degree of liking or disliking of flavors, will use the Labeled Hedonic Scale (LHS) to collect ratio-level data on the magnitude of liking and disliking of sensation post-smoking session. Scores range from 0 to 100 with higher scores indicating greater liking.
Puffing Topography - Puff VolumeUp to 60 minutesPuff volume measured continuously during the smoking session using the research-grade waterpipe.
Puffing Topography - Puff DurationUp to 60 minutesPuff duration measured continuously during the smoking session using the research-grade waterpipe.
Puffing Topography - Flow RateUp to 60 minutesPuffing average flow rate measured continuously during the smoking session using the research-grade waterpipe.
Puffing Topography - Peak Flow RateUp to 60 minutesPuffing peak flow rate measured continuously during the smoking session using the research-grade waterpipe.
Puffing Topography - Interpuff IntervalUp to 60 minutesInterpuff interval measured continuously during the smoking session using the research-grade waterpipe.

Countries

United States

Participant flow

Participants by arm

ArmCount
Overall Population
Population of randomized participants who fully completed at least one study visit
51
Total51

Withdrawals & dropouts

PeriodReasonFG000
Overall StudyDifficult Blood Draw3
Overall StudyLost to Follow-up3
Overall StudyWithdrawal by Subject3

Baseline characteristics

CharacteristicOverall Population
Age, Continuous27.55 years
STANDARD_DEVIATION 4.27
Age when first tried Waterpipe18.69 years
STANDARD_DEVIATION 4.47
Race (NIH/OMB)
American Indian or Alaska Native
0 Participants
Race (NIH/OMB)
Asian
7 Participants
Race (NIH/OMB)
Black or African American
19 Participants
Race (NIH/OMB)
More than one race
2 Participants
Race (NIH/OMB)
Native Hawaiian or Other Pacific Islander
0 Participants
Race (NIH/OMB)
Unknown or Not Reported
5 Participants
Race (NIH/OMB)
White
18 Participants
Sex: Female, Male
Female
23 Participants
Sex: Female, Male
Male
28 Participants

Adverse events

Event typeEG000
affected / at risk
EG001
affected / at risk
EG002
affected / at risk
EG003
affected / at risk
deaths
Total, all-cause mortality
0 / 470 / 460 / 460 / 48
other
Total, other adverse events
0 / 470 / 460 / 460 / 48
serious
Total, serious adverse events
0 / 470 / 460 / 460 / 48

Outcome results

Primary

Change in Exhaled Breath Carbon Monoxide (CO)

Change from baseline exhaled breath carbon monoxide (boost). CO was collected before and immediately after each smoking session with a handheld electrochemical cell.

Time frame: Approximately 30 to 90 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Exhaled Breath Carbon Monoxide (CO)80.1 ppmStandard Deviation 76.9
High Humectant, Medium SweetnessChange in Exhaled Breath Carbon Monoxide (CO)40.8 ppmStandard Deviation 28.5
Medium Humectant, High SweetnessChange in Exhaled Breath Carbon Monoxide (CO)62.5 ppmStandard Deviation 49.5
Medium Humectant, Medium SweetnessChange in Exhaled Breath Carbon Monoxide (CO)45.5 ppmStandard Deviation 31.1
Primary

Change in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.

Spirometer measurements will be collected - change in FEV1/FVC, the ratio of the forced expiratory volume in the first one second to the forced vital capacity of the lungs (post-pre).

Time frame: Approximately 30 to 90 minutes

Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.0.01 ratioStandard Deviation 0.05
High Humectant, Medium SweetnessChange in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.-0.01 ratioStandard Deviation 0.04
Medium Humectant, High SweetnessChange in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.-0.01 ratioStandard Deviation 0.06
Medium Humectant, Medium SweetnessChange in FEV1/FVC; The Ratio of the Forced Expiratory Volume in the First One Second to the Forced Vital Capacity of the Lungs.-0.01 ratioStandard Deviation 0.08
Primary

Change in Forced Expiratory Flow at 25-75% of FVC

Spirometer measurements will be collected - change in forced expiratory flow at 25-75% of FVC (post-pre).

Time frame: Approximately 30 to 90 minutes

Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Forced Expiratory Flow at 25-75% of FVC0.05 L/sStandard Deviation 0.14
High Humectant, Medium SweetnessChange in Forced Expiratory Flow at 25-75% of FVC-0.03 L/sStandard Deviation 0.14
Medium Humectant, High SweetnessChange in Forced Expiratory Flow at 25-75% of FVC0.0001 L/sStandard Deviation 0.16
Medium Humectant, Medium SweetnessChange in Forced Expiratory Flow at 25-75% of FVC-0.01 L/sStandard Deviation 0.23
Primary

Change in Forced Expiratory Volume in 1 Second (FEV1)

Spirometer measurements will be collected - change in forced expiratory volume in 1 second (FEV1) (post-pre)

Time frame: Approximately 30 to 90 minutes

Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Forced Expiratory Volume in 1 Second (FEV1)-0.05 LitersStandard Deviation 0.37
High Humectant, Medium SweetnessChange in Forced Expiratory Volume in 1 Second (FEV1)-0.06 LitersStandard Deviation 0.22
Medium Humectant, High SweetnessChange in Forced Expiratory Volume in 1 Second (FEV1)-0.02 LitersStandard Deviation 0.29
Medium Humectant, Medium SweetnessChange in Forced Expiratory Volume in 1 Second (FEV1)-0.002 LitersStandard Deviation 0.33
Primary

Change in Forced Vital Capacity (FVC)

Spirometer measurements will be collected - change in forced vital capacity (FVC) (post-pre).

Time frame: Approximately 30 to 90 minutes

Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Forced Vital Capacity (FVC)-0.11 LitersStandard Deviation 0.44
High Humectant, Medium SweetnessChange in Forced Vital Capacity (FVC)-0.03 LitersStandard Deviation 0.26
Medium Humectant, High SweetnessChange in Forced Vital Capacity (FVC)0.02 LitersStandard Deviation 0.16
Medium Humectant, Medium SweetnessChange in Forced Vital Capacity (FVC)0.05 LitersStandard Deviation 0.33
Primary

Change in Nicotine Withdrawal Assessment (MNWS)

Change from baseline using Waterpipe-modified Minnesota Withdrawal Scale (post - pre). The scale ranges from 0 (not at all) to 100 (extremely) with higher total numbers meaning greater withdrawal symptoms.

Time frame: Approximately 30 to 90 minutes

ArmMeasureGroupValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Urges to Smoke a Waterpipe-15.64 score on a scaleStandard Deviation 26.68
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Difficulty Concentrating-5.72 score on a scaleStandard Deviation 19.01
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Craving a Waterpipe/Nicotine-15.55 score on a scaleStandard Deviation 26.68
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Irritability/Frustration/Anger-6.94 score on a scaleStandard Deviation 15.46
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Impatient-5.19 score on a scaleStandard Deviation 16.35
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Restlessness-4.68 score on a scaleStandard Deviation 18.51
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Anxious-5.51 score on a scaleStandard Deviation 16.11
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Desire for Sweets-6.23 score on a scaleStandard Deviation 20.27
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Depression/Feeling Blue-3.15 score on a scaleStandard Deviation 11.53
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Hunger6.04 score on a scaleStandard Deviation 26.84
High Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Drowsiness-4.38 score on a scaleStandard Deviation 16.61
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Hunger6.87 score on a scaleStandard Deviation 24.78
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Drowsiness-5.83 score on a scaleStandard Deviation 11.58
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Impatient-3.13 score on a scaleStandard Deviation 11.19
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Craving a Waterpipe/Nicotine-19.70 score on a scaleStandard Deviation 28.96
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Anxious-2.65 score on a scaleStandard Deviation 10.47
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Desire for Sweets-1.85 score on a scaleStandard Deviation 17.83
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Difficulty Concentrating-2.30 score on a scaleStandard Deviation 10.61
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Depression/Feeling Blue-2.59 score on a scaleStandard Deviation 7.74
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Restlessness-5.63 score on a scaleStandard Deviation 17.58
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Irritability/Frustration/Anger-2.26 score on a scaleStandard Deviation 14.56
High Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Urges to Smoke a Waterpipe-25.15 score on a scaleStandard Deviation 27.8
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Depression/Feeling Blue-3.24 score on a scaleStandard Deviation 12.43
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Urges to Smoke a Waterpipe-17.02 score on a scaleStandard Deviation 27.51
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Irritability/Frustration/Anger-2.17 score on a scaleStandard Deviation 10.28
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Anxious-2.85 score on a scaleStandard Deviation 12.81
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Difficulty Concentrating-4.46 score on a scaleStandard Deviation 16.99
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Restlessness-0.13 score on a scaleStandard Deviation 13.45
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Hunger5.48 score on a scaleStandard Deviation 20.38
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Impatient-2.17 score on a scaleStandard Deviation 19.07
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Craving a Waterpipe/Nicotine-14.17 score on a scaleStandard Deviation 30.12
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Drowsiness-3.74 score on a scaleStandard Deviation 16.36
Medium Humectant, High SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Desire for Sweets-2.15 score on a scaleStandard Deviation 11.32
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Hunger5.31 score on a scaleStandard Deviation 21.76
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Desire for Sweets-1.98 score on a scaleStandard Deviation 16.84
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Drowsiness-1.17 score on a scaleStandard Deviation 12.37
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Restlessness-2.88 score on a scaleStandard Deviation 13.89
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Difficulty Concentrating-5.27 score on a scaleStandard Deviation 20.12
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Anxious-2.88 score on a scaleStandard Deviation 14.83
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Depression/Feeling Blue-2.71 score on a scaleStandard Deviation 10.06
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Irritability/Frustration/Anger-5.25 score on a scaleStandard Deviation 17.87
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Urges to Smoke a Waterpipe-20.17 score on a scaleStandard Deviation 26.92
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Craving a Waterpipe/Nicotine-13.13 score on a scaleStandard Deviation 29.38
Medium Humectant, Medium SweetnessChange in Nicotine Withdrawal Assessment (MNWS)Impatient-1.92 score on a scaleStandard Deviation 18.8
Primary

Change in Peak Expiratory Flow (PEF)

Spirometer measurements will be collected - change in peak expiratory flow (PEF) (post-pre).

Time frame: Approximately 30 to 90 minutes

Population: Spirometry was not collected at the end of the session for 1 participant during their medium humectant, high sweetness study visit.

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Peak Expiratory Flow (PEF)-0.33 Liters / secondStandard Deviation 1.12
High Humectant, Medium SweetnessChange in Peak Expiratory Flow (PEF)-0.38 Liters / secondStandard Deviation 1.05
Medium Humectant, High SweetnessChange in Peak Expiratory Flow (PEF)-0.41 Liters / secondStandard Deviation 1.03
Medium Humectant, Medium SweetnessChange in Peak Expiratory Flow (PEF)-0.33 Liters / secondStandard Deviation 1.27
Primary

Change in Plasma Nicotine

Change from baseline plasma nicotine (boost): Whole blood was collected before and immediately after each smoking session, separated, and plasma layer transferred and stored at -80 °C until analysis for nicotine according to validated methods using LC-MS/MS.

Time frame: Approximately 30 to 90 minutes

Population: Participants who attended their study visit and were able to provide a plasma sample

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Plasma Nicotine5.1 ng/mLStandard Deviation 3.7
High Humectant, Medium SweetnessChange in Plasma Nicotine8.3 ng/mLStandard Deviation 8.4
Medium Humectant, High SweetnessChange in Plasma Nicotine6.9 ng/mLStandard Deviation 6.2
Medium Humectant, Medium SweetnessChange in Plasma Nicotine8.8 ng/mLStandard Deviation 8.7
Primary

Change in Subjective Effects of Smoking Tobacco - Direct Effects of Nicotine

Change in Direct Effects of Nicotine scale from baseline (post - pre). The scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.

Time frame: Approximately 30 to 90 minutes

Population: Data is missing for 1 participant from the High Humectant, High Sweetness and Medium Humectant, Medium Sweetness arms as they declined to respond to the pre-smoking survey items.

ArmMeasureGroupValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNauseous0.33 score on a scaleStandard Deviation 9.45
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineDizzy0.96 score on a scaleStandard Deviation 9.72
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineLightheaded6.80 score on a scaleStandard Deviation 13.95
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNervous-2.13 score on a scaleStandard Deviation 5.96
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineSweaty0.28 score on a scaleStandard Deviation 6.9
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeadache-0.93 score on a scaleStandard Deviation 14.04
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineExcessive Salivation3.15 score on a scaleStandard Deviation 11.08
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeart Pounding0.30 score on a scaleStandard Deviation 6.15
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineConfused-0.30 score on a scaleStandard Deviation 2.14
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineWeak-1.20 score on a scaleStandard Deviation 7.17
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineLightheaded0.74 score on a scaleStandard Deviation 13.92
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineConfused-0.76 score on a scaleStandard Deviation 8.39
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNervous-2.09 score on a scaleStandard Deviation 9.13
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineSweaty-1.20 score on a scaleStandard Deviation 8.62
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeadache-1.48 score on a scaleStandard Deviation 18.86
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineExcessive Salivation-0.67 score on a scaleStandard Deviation 13.21
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineWeak0.39 score on a scaleStandard Deviation 10.36
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeart Pounding0.02 score on a scaleStandard Deviation 9.07
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNauseous-0.07 score on a scaleStandard Deviation 11.98
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineDizzy0.89 score on a scaleStandard Deviation 13.17
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeart Pounding0.20 score on a scaleStandard Deviation 5.95
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineExcessive Salivation1.43 score on a scaleStandard Deviation 9.95
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineWeak1.50 score on a scaleStandard Deviation 10.94
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNauseous-0.02 score on a scaleStandard Deviation 13.18
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNervous-0.67 score on a scaleStandard Deviation 3.39
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeadache1.96 score on a scaleStandard Deviation 13.96
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineConfused0.28 score on a scaleStandard Deviation 3.89
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineDizzy2.57 score on a scaleStandard Deviation 10.24
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineSweaty1.09 score on a scaleStandard Deviation 7.31
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineLightheaded4.91 score on a scaleStandard Deviation 17.73
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineSweaty1.51 score on a scaleStandard Deviation 11.37
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeart Pounding2.13 score on a scaleStandard Deviation 8.83
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineHeadache1.21 score on a scaleStandard Deviation 11.66
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineWeak0.81 score on a scaleStandard Deviation 6.54
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineExcessive Salivation2.81 score on a scaleStandard Deviation 12.65
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineDizzy2.57 score on a scaleStandard Deviation 11.98
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineLightheaded4.19 score on a scaleStandard Deviation 14.75
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNervous1.23 score on a scaleStandard Deviation 6.85
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineNauseous2.94 score on a scaleStandard Deviation 13.02
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco - Direct Effects of NicotineConfused0.23 score on a scaleStandard Deviation 3.3
Primary

Change in Subjective Effects of Smoking Tobacco (QSU)

Change from baseline Questionnaire for Urges to Smoke (post - pre). This is a 10-item measure where participants rate smoking-related items on a 6-point Likert scale ranging from 1 (strongly disagree) to 6 (strongly agree). Items are collapsed into two previously identified factors (Factor 1: strong desire and intention to smoke; Factor 2: anticipation of relief from withdrawal symptoms). Scores are calculated by summing the items and range from 5 to 30 with higher scores indicating greater urge to smoke.

Time frame: Approximately 30 to 90 minutes

Population: 1 participant in the high humectant, medium sweetness arm and 1 participant in the medium humectant, medium sweetness arm declined to provide responses post-smoking.

ArmMeasureGroupValue (MEAN)Dispersion
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Desire-7.28 score on a scaleStandard Deviation 6.3
High Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Relief-2.13 score on a scaleStandard Deviation 3.84
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Relief-2.38 score on a scaleStandard Deviation 4.14
High Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Desire-9.16 score on a scaleStandard Deviation 6.63
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Desire-7.22 score on a scaleStandard Deviation 6.14
Medium Humectant, High SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Relief-2.46 score on a scaleStandard Deviation 4.55
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Desire-7.66 score on a scaleStandard Deviation 6.49
Medium Humectant, Medium SweetnessChange in Subjective Effects of Smoking Tobacco (QSU)Relief-2.23 score on a scaleStandard Deviation 3.96
Primary

General Harm and Health Risk Perceptions

Assessed using harm/health risk perceptions questionnaire. General harm is rated after the smoking session on a scale from 0 (no harm) to 10 (extreme harm) with higher scores indicating a greater perceived harm/health risk.

Time frame: Post Smoking Session

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessGeneral Harm and Health Risk Perceptions5.89 score on a scaleStandard Deviation 2.03
High Humectant, Medium SweetnessGeneral Harm and Health Risk Perceptions6.35 score on a scaleStandard Deviation 2.16
Medium Humectant, High SweetnessGeneral Harm and Health Risk Perceptions6.15 score on a scaleStandard Deviation 2.05
Medium Humectant, Medium SweetnessGeneral Harm and Health Risk Perceptions6.13 score on a scaleStandard Deviation 2.19
Primary

Nicotine Dependence (HONC)

Hooked on Nicotine Checklist (HONC) comprised of 10 Yes or No questions, assessed on the first study visit. Scores range from 0 to 10 with higher scores indicating greater nicotine dependence.

Time frame: Baseline

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessNicotine Dependence (HONC)2.16 score on a scaleStandard Deviation 2.61
Primary

Nicotine Dependence (LWDS)

Lebanese Waterpipe Dependence Scale (LWDS) comprised of twelve questions and assessed on the first study visit. LWDS values range from 0 to 36 where higher sores indicate greater nicotine dependence.

Time frame: Baseline

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessNicotine Dependence (LWDS)7.88 score on a scaleStandard Deviation 4.28
Primary

Puffing Topography - Flow Rate

Puffing average flow rate measured continuously during the smoking session using the research-grade waterpipe.

Time frame: Up to 60 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessPuffing Topography - Flow Rate12.11 Liters / MinuteStandard Deviation 4.29
High Humectant, Medium SweetnessPuffing Topography - Flow Rate11.66 Liters / MinuteStandard Deviation 4.5
Medium Humectant, High SweetnessPuffing Topography - Flow Rate11.81 Liters / MinuteStandard Deviation 3.96
Medium Humectant, Medium SweetnessPuffing Topography - Flow Rate11.24 Liters / MinuteStandard Deviation 3.63
Primary

Puffing Topography - Interpuff Interval

Interpuff interval measured continuously during the smoking session using the research-grade waterpipe.

Time frame: Up to 60 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessPuffing Topography - Interpuff Interval21.01 secondsStandard Deviation 36.65
High Humectant, Medium SweetnessPuffing Topography - Interpuff Interval27.73 secondsStandard Deviation 53.68
Medium Humectant, High SweetnessPuffing Topography - Interpuff Interval23.69 secondsStandard Deviation 44.55
Medium Humectant, Medium SweetnessPuffing Topography - Interpuff Interval27.90 secondsStandard Deviation 48.96
Primary

Puffing Topography - Peak Flow Rate

Puffing peak flow rate measured continuously during the smoking session using the research-grade waterpipe.

Time frame: Up to 60 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessPuffing Topography - Peak Flow Rate14.57 Liters / MinuteStandard Deviation 5.37
High Humectant, Medium SweetnessPuffing Topography - Peak Flow Rate13.93 Liters / MinuteStandard Deviation 5.68
Medium Humectant, High SweetnessPuffing Topography - Peak Flow Rate14.18 Liters / MinuteStandard Deviation 4.92
Medium Humectant, Medium SweetnessPuffing Topography - Peak Flow Rate13.37 Liters / MinuteStandard Deviation 4.56
Primary

Puffing Topography - Puff Duration

Puff duration measured continuously during the smoking session using the research-grade waterpipe.

Time frame: Up to 60 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessPuffing Topography - Puff Duration3.43 secondsStandard Deviation 1.99
High Humectant, Medium SweetnessPuffing Topography - Puff Duration3.04 secondsStandard Deviation 1.78
Medium Humectant, High SweetnessPuffing Topography - Puff Duration3.62 secondsStandard Deviation 2.28
Medium Humectant, Medium SweetnessPuffing Topography - Puff Duration3.19 secondsStandard Deviation 1.85
Primary

Puffing Topography - Puff Volume

Puff volume measured continuously during the smoking session using the research-grade waterpipe.

Time frame: Up to 60 minutes

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessPuffing Topography - Puff Volume0.72 LitersStandard Deviation 0.48
High Humectant, Medium SweetnessPuffing Topography - Puff Volume0.63 LitersStandard Deviation 0.46
Medium Humectant, High SweetnessPuffing Topography - Puff Volume0.74 LitersStandard Deviation 0.52
Medium Humectant, Medium SweetnessPuffing Topography - Puff Volume0.64 LitersStandard Deviation 0.47
Primary

Subjective Effects of Smoking Tobacco

Direct Effects of Tobacco scale; the scale for each effect ranges from 0 (not at all) to 100 (extremely) with higher ratings indicating a greater effect of the tobacco.

Time frame: Post Smoking Session

ArmMeasureGroupValue (MEAN)Dispersion
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoSatisfying34.17 score on a scaleStandard Deviation 29.04
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoPleasant34.60 score on a scaleStandard Deviation 29.28
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoTaste Good29.17 score on a scaleStandard Deviation 28.58
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoTaste Bad45.60 score on a scaleStandard Deviation 33.48
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Dizzy10.94 score on a scaleStandard Deviation 15.58
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoCalm you Down30.21 score on a scaleStandard Deviation 30.69
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoFeel Confused3.62 score on a scaleStandard Deviation 9.89
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoHelp you Concentrate21.43 score on a scaleStandard Deviation 29.82
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoFeel More Awake25.66 score on a scaleStandard Deviation 31.31
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoReduce Hunger17.89 score on a scaleStandard Deviation 27.8
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Sick4.55 score on a scaleStandard Deviation 9.59
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Sleepy12.43 score on a scaleStandard Deviation 21.03
High Humectant, High SweetnessSubjective Effects of Smoking TobaccoLike to smoke another hookah right now25.64 score on a scaleStandard Deviation 30.3
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoTaste Bad56.17 score on a scaleStandard Deviation 33.68
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoLike to smoke another hookah right now13.35 score on a scaleStandard Deviation 21.61
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Sick7.13 score on a scaleStandard Deviation 16.72
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoHelp you Concentrate13.63 score on a scaleStandard Deviation 23.26
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoTaste Good19.00 score on a scaleStandard Deviation 22.53
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoSatisfying27.24 score on a scaleStandard Deviation 26.87
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoReduce Hunger13.67 score on a scaleStandard Deviation 23.71
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoFeel More Awake12.67 score on a scaleStandard Deviation 20.82
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoCalm you Down22.65 score on a scaleStandard Deviation 27.93
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Dizzy14.46 score on a scaleStandard Deviation 24.43
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoPleasant27.07 score on a scaleStandard Deviation 27.94
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Sleepy12.76 score on a scaleStandard Deviation 21.36
High Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoFeel Confused3.30 score on a scaleStandard Deviation 11.83
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Sick9.33 score on a scaleStandard Deviation 16.43
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoTaste Bad50.57 score on a scaleStandard Deviation 33.97
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Dizzy16.76 score on a scaleStandard Deviation 21.25
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoLike to smoke another hookah right now16.09 score on a scaleStandard Deviation 25.34
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoCalm you Down26.63 score on a scaleStandard Deviation 28.97
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoFeel Confused3.15 score on a scaleStandard Deviation 8.31
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoMake you Sleepy12.48 score on a scaleStandard Deviation 21.13
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoHelp you Concentrate13.54 score on a scaleStandard Deviation 25.45
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoFeel More Awake18.70 score on a scaleStandard Deviation 27.63
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoReduce Hunger12.11 score on a scaleStandard Deviation 21.99
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoSatisfying29.15 score on a scaleStandard Deviation 26
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoPleasant26.80 score on a scaleStandard Deviation 25.49
Medium Humectant, High SweetnessSubjective Effects of Smoking TobaccoTaste Good22.15 score on a scaleStandard Deviation 23
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoReduce Hunger14.98 score on a scaleStandard Deviation 25.19
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoHelp you Concentrate13.56 score on a scaleStandard Deviation 23.7
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoTaste Bad52.08 score on a scaleStandard Deviation 35.71
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoSatisfying26.17 score on a scaleStandard Deviation 25.88
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoFeel Confused3.19 score on a scaleStandard Deviation 11.23
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoCalm you Down26.56 score on a scaleStandard Deviation 30.23
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoTaste Good21.85 score on a scaleStandard Deviation 25.68
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoPleasant25.75 score on a scaleStandard Deviation 24.24
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Dizzy18.21 score on a scaleStandard Deviation 22.36
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoFeel More Awake17.31 score on a scaleStandard Deviation 25.29
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoLike to smoke another hookah right now17.00 score on a scaleStandard Deviation 24.23
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Sleepy6.65 score on a scaleStandard Deviation 16.06
Medium Humectant, Medium SweetnessSubjective Effects of Smoking TobaccoMake you Sick8.60 score on a scaleStandard Deviation 16.86
Primary

Tobacco Flavor Perception (gLMS)

To determine the relative intensity of specific flavors, e.g., sweetness, the general version of the Labeled Magnitude Scale (gLMS) was used post-smoking session. The scale ranges from 0 to 100 where higher scores indicate that the perception is stronger.

Time frame: Post Smoking Session

Population: One participant declined to provide a response during their the high humectant, high sweetness study visit

ArmMeasureGroupValue (MEAN)Dispersion
High Humectant, High SweetnessTobacco Flavor Perception (gLMS)Harshness15.09 score on a scaleStandard Deviation 12.76
High Humectant, High SweetnessTobacco Flavor Perception (gLMS)Bitterness18.93 score on a scaleStandard Deviation 16.45
High Humectant, High SweetnessTobacco Flavor Perception (gLMS)Coolness10.41 score on a scaleStandard Deviation 12.63
High Humectant, High SweetnessTobacco Flavor Perception (gLMS)Smoothness23.20 score on a scaleStandard Deviation 15.84
High Humectant, High SweetnessTobacco Flavor Perception (gLMS)Sweetness10.65 score on a scaleStandard Deviation 9.5
High Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Smoothness19.54 score on a scaleStandard Deviation 16.36
High Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Harshness21.72 score on a scaleStandard Deviation 20.15
High Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Coolness10.04 score on a scaleStandard Deviation 14.47
High Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Bitterness24.65 score on a scaleStandard Deviation 18.19
High Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Sweetness9.29 score on a scaleStandard Deviation 10.77
Medium Humectant, High SweetnessTobacco Flavor Perception (gLMS)Smoothness20.70 score on a scaleStandard Deviation 18.4
Medium Humectant, High SweetnessTobacco Flavor Perception (gLMS)Sweetness9.83 score on a scaleStandard Deviation 11.5
Medium Humectant, High SweetnessTobacco Flavor Perception (gLMS)Bitterness20.93 score on a scaleStandard Deviation 18.1
Medium Humectant, High SweetnessTobacco Flavor Perception (gLMS)Harshness19.74 score on a scaleStandard Deviation 17.2
Medium Humectant, High SweetnessTobacco Flavor Perception (gLMS)Coolness8.18 score on a scaleStandard Deviation 9.9
Medium Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Harshness25.79 score on a scaleStandard Deviation 24.77
Medium Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Bitterness26.27 score on a scaleStandard Deviation 20.83
Medium Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Sweetness11.64 score on a scaleStandard Deviation 11.72
Medium Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Smoothness17.52 score on a scaleStandard Deviation 11.34
Medium Humectant, Medium SweetnessTobacco Flavor Perception (gLMS)Coolness7.29 score on a scaleStandard Deviation 9.41
Primary

Tobacco Flavors Perception, Degree of Liking or Disliking (LHS)

To assess the degree of liking or disliking of flavors, will use the Labeled Hedonic Scale (LHS) to collect ratio-level data on the magnitude of liking and disliking of sensation post-smoking session. Scores range from 0 to 100 with higher scores indicating greater liking.

Time frame: Post Smoking Session

Population: One participant declined to provide a response during their the high humectant, high sweetness study visit

ArmMeasureValue (MEAN)Dispersion
High Humectant, High SweetnessTobacco Flavors Perception, Degree of Liking or Disliking (LHS)37.43 score on a scaleStandard Deviation 12.57
High Humectant, Medium SweetnessTobacco Flavors Perception, Degree of Liking or Disliking (LHS)32.15 score on a scaleStandard Deviation 13.17
Medium Humectant, High SweetnessTobacco Flavors Perception, Degree of Liking or Disliking (LHS)34.37 score on a scaleStandard Deviation 14.49
Medium Humectant, Medium SweetnessTobacco Flavors Perception, Degree of Liking or Disliking (LHS)30.38 score on a scaleStandard Deviation 14.67
Primary

Tobacco Use History

Ever use of tobacco products, assessed at the first study visit

Time frame: Baseline

ArmMeasureGroupValue (COUNT_OF_PARTICIPANTS)
High Humectant, High SweetnessTobacco Use HistoryBidis or Kreteks1 Participants
High Humectant, High SweetnessTobacco Use HistoryNon-Juul Electronic Cigarettes29 Participants
High Humectant, High SweetnessTobacco Use HistoryPipe Tobacco19 Participants
High Humectant, High SweetnessTobacco Use HistoryCigarettes30 Participants
High Humectant, High SweetnessTobacco Use HistoryCigars36 Participants
High Humectant, High SweetnessTobacco Use HistoryCigarillos or Little Cigars30 Participants
High Humectant, High SweetnessTobacco Use HistorySmokeless Tobacco13 Participants
High Humectant, High SweetnessTobacco Use HistoryJuul or Other Brands of Pod-like Electronic Cigarettes31 Participants

Source: ClinicalTrials.gov · Data processed: Feb 4, 2026