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Best Apnea Interventions in Research

Name Label Folder
final_visit
Final visit month
Final visit month Administrative
nsrrid
NSRR Subject Identifier
NSRR Subject Identifier

The National Sleep Research Resource (NSRR) subject identifier links the subject's data and files.

Administrative
pooled_treatmentarm
Pooled treatment arm
Pooled treatment arm Administrative
rand_manufacturer
Device manufacturer
Device manufacturer Administrative
rand_treatmentarm
Treatment arm
Treatment arm

CMT consisted of education on sleep hygiene, healthy lifestyle, and nasal dilator strips for use during sleep. ME consisted of a behavioral intervention to improve CPAP adherence, as described in Bakker et al.2017 (PMCID: PMC4980541).

Administrative
siteid
Recoded Site ID
Recoded Site ID

Randomized participants were stratified by site. The site location has been recoded because it is an identifier.

Administrative
visitnumber
Visit number
Visit number Administrative
bmi
Body mass index (BMI)
Body mass index (BMI) Anthropometry
bloods_hdlchol
High-density lipoproteins (HDL) cholesterol
High-density lipoproteins (HDL) cholesterol Clinical Data/Laboratory Tests
bloods_hemoa1c
Glycated hemoglobin (HbA1c)
Glycated hemoglobin (HbA1c) Clinical Data/Laboratory Tests
bloods_insulinfast
Fasting insulin
Fasting insulin Clinical Data/Laboratory Tests
bloods_ldlcholcalc
Low-density lipoproteins (LDL) cholesterol
Low-density lipoproteins (LDL) cholesterol Clinical Data/Laboratory Tests
bloods_totalchol
Total cholesterol
Total cholesterol Clinical Data/Laboratory Tests
bp24dbpweight
Weighted average of diastolic blood pressure (DBP)
Weighted average of diastolic blood pressure (DBP) Clinical Data/Vital Signs/Ambulatory Blood Pressure
bp24mapweight
Weighted average of mean arterial pressure (MAP)
Weighted average of mean arterial pressure (MAP) Clinical Data/Vital Signs/Ambulatory Blood Pressure
bp24sbpweight
Weighted average of systolic blood pressure (SBP)
Weighted average of systolic blood pressure (SBP) Clinical Data/Vital Signs/Ambulatory Blood Pressure
avgseateddiastolic
Average seated diastolic blood pressure (DBP)
Average seated diastolic blood pressure (DBP) Clinical Data/Vital Signs/Seated Blood Pressure
avgseatedsystolic
Average seated systolic blood pressure (SBP)
Average seated systolic blood pressure (SBP) Clinical Data/Vital Signs/Seated Blood Pressure
age
Age at visit
Age at visit Demographics
ethnicity
Ethnicity
Ethnicity Demographics
gender
Gender
Gender Demographics
race
Race
Race Demographics
phq8_total
Patient Health Questionnaire 8: Total Score
Patient Health Questionnaire 8: Total Score

Summary score for Patient Health Questionnaire 8-item. Kroenke K et al. 2001 (PubMED ID: 11556941)

Search for all PHQ-8 variables within this dataset

General Health/Patient Health Questionnaire (PHQ-8)
nsrr_bmi
Body mass index (BMI)
Body mass index (BMI)

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: bmi at Baseline

Harmonized/Anthropometry
nsrr_bp_diastolic
Diastolic blood pressure
Diastolic blood pressure

Average resting diastolic blood pressure of three measurements collected from the upper arm in a single clinic visit. In cases where either of the measurements was missing, the average was calculated discarding the missing value.

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: avgseateddiastolic at Baseline

Harmonized/Clinical Data
nsrr_bp_systolic
Systolic blood pressure
Systolic blood pressure

Average resting systolic blood pressure of three measurements collected from the upper arm in a single clinic visit. In cases where either of the measurements was missing, the average was calculated discarding the missing value.

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: avgseatedsystolic at Baseline

Harmonized/Clinical Data
nsrr_age
Subject age
Subject age

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: age at Baseline

Harmonized/Demographics
nsrr_age_gt89
Indicates whether the subject's age (in years) used during date obfuscation is greater than 89 years
Indicates whether the subject's age (in years) used during date obfuscation is greater than 89 years

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: age at Baseline

Harmonized/Demographics
nsrr_ethnicity
Subject ethnicity
Subject ethnicity

Original missing value is recoded as "not reported".

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: ethnicity

Harmonized/Demographics
nsrr_race
Subject race
Subject race

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: race

Harmonized/Demographics
nsrr_sex
Subject sex
Subject sex

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: gender

Harmonized/Demographics
nsrr_ever_smoker
Ever smoked cigarettes
Ever smoked cigarettes

Indicates whether subject ever regularly smoked cigarettes.No means less than 20 packs in a lifetime or less than 1 cigarette for 1 year.

Harmonized by the NSRR team to align with TOPMed and BioDataCatalyst standards. Source: shq_eversmoked at Baseline

Harmonized/Lifestyle and Behavioral Health
nsrr_ahi_hp4u_aasm15
Apnea-Hypopnea Index : (All apneas + hypopneas with >=30% nasal cannula [or alternative sensor] reduction with >= 4% oxygen desaturation) / hour of estimated sleep
Apnea-Hypopnea Index : (All apneas + hypopneas with >=30% nasal cannula [or alternative sensor] reduction with >= 4% oxygen desaturation) / hour of estimated sleep

Harmonized by the NSRR team.

The definition of hypopnea events is consistent with the following clinical guidelines: (1) AASM 2012 update (alternative) Berry RB et al. 2012 (PubMed ID:23066376), and (2) AASM 2015 (acceptable) [Berry RB et al. The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications, Version 2.2. American Academy of Sleep Medicine, Darien, IL, 2015.].

Data collected with no EEGs. Refer to the source for detailed definition for respiratory events: ahi_primary

Harmonized/Polysomnography/Apnea-Hypopnea Indices
shq_diabetes
Self-reported physician diagnosis of diabetes
Self-reported physician diagnosis of diabetes Medical History
shq_diabetesmed
Self-reported medications for diabetes
Self-reported medications for diabetes Medical History
shq_highbp
Self-reported physician diagnosis of high blood pressure or hypertension
Self-reported physician diagnosis of high blood pressure or hypertension Medical History
shq_highcholes
Self-reported physician diagnosis of high blood cholesterol
Self-reported physician diagnosis of high blood cholesterol Medical History
shq_highbpmed
Self-reported medications for high blood pressure/hypertension
Self-reported medications for high blood pressure/hypertension Medical History/Medications
ahi_primary
Apnea-Hypopnea Index: (All apneas with no oxygen desaturation threshold used + hypopneas with > 30% flow reduction and with >= 4% oxygen desaturation) / hour of estimated sleep from type III home sleep apnea test
Apnea-Hypopnea Index: (All apneas with no oxygen desaturation threshold used + hypopneas with > 30% flow reduction and with >= 4% oxygen desaturation) / hour of estimated sleep from type III home sleep apnea test

Calculated - Summary metric of sleep disordered breathing events. The definition of hypopnea events is consistent with the following clinical guidelines: (1) AASM 2012 update (alternative) Berry RB et al. 2012 (PubMed ID:23066376), and (2) AASM 2015 (acceptable) [Berry RB et al. The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications, Version 2.2. American Academy of Sleep Medicine, Darien, IL, 2015.].

Sleep Monitoring/Polysomnography/Apnea-Hypopnea Indices
slp_eff
Sleep Efficiency: the proportion of estimated sleep duration in in-bed period from type III home sleep test
Sleep Efficiency: the proportion of estimated sleep duration in in-bed period from type III home sleep test

Estimated sleep duration, providing an approximation of total sleep duration (i.e. total sleep time) inferred from analysis of non-EEG channels Zhao et al., 2017 (PMID:27707441) In-bed period is the interval between lights off/in-bed time and lights on/out-bed time. Conventionally, this variable could be described as the ratio between total sleep time (TST) and time in bed (TIB).

Sleep Monitoring/Polysomnography/Sleep Architecture
waso
Wake After Sleep Onset: the total duration between sleep onset and lights-on/out-bed time while being awake from type III home sleep test
Wake After Sleep Onset: the total duration between sleep onset and lights-on/out-bed time while being awake from type III home sleep test Sleep Monitoring/Polysomnography/Sleep Architecture
cal_total
Total score of the Calgary Sleep Apnea Quality of Life Index (SAQLI)
Total score of the Calgary Sleep Apnea Quality of Life Index (SAQLI) Sleep Questionnaires/Calgary Sleep Apnea Quality of Life Index (Calgary SAQLI)
ess_total
Total score of Epworth Sleepiness Scale (ESS)
Total score of Epworth Sleepiness Scale (ESS)

Calculated - Total score based on an 8-item questionnaires ranking likelihood of dozing off Johns MW 1991 (PubMed ID: 1798888). Scale 0-3 for individual items; 0 to 24 for overall score.

Search for all ESS variables within this dataset

Sleep Questionnaires/Hypersomnia
prom_sdscale
PROMIS Sleep Disturbance: Total Score
PROMIS Sleep Disturbance: Total Score

Calculated - Summary score for the PROMIS Sleep Disturbance instrument. Each item ranges from 1 to 5. The raw score is the sum of 8 items, and the T-score is identified by looking up total raw score in a T-score table. The T-score is categorized as: <55 (none to slight), 55.0 to 59.9 (mild), 60.0 to 69.9 (moderate), and >=70 (severe). Yu L et al, 2012 (PMID: 22250775)

Search for all PROMIS SD variables within this dataset

Sleep Questionnaires/Sleep Disturbance/PROMIS Sleep Disturbance
prom_sriscale
PROMIS Sleep-Related Impairment: Total Score
PROMIS Sleep-Related Impairment: Total Score

Summary score for the PROMIS Sleep-Related Impairment instrument. Each item ranges from 1 to 5. The total score is derived by summing all 8 items and divided by the number of answered items. Higher score indicates more severe sleep related impairment.Yu L et al, 2012 (PMID: 22250775)

Search for all PROMIS SRI variables within this dataset

Sleep Questionnaires/Sleep Disturbance/PROMIS Sleep Related Impairment
whiirs_total
Total score of the Women's Health Initiative Insomnia Rating Scale (WHIIRS)
Total score of the Women's Health Initiative Insomnia Rating Scale (WHIIRS)

Calculated - The Women's Health Initiative Insomnia Rating Scale (WHIIRS) has 5 items. Each item is scored on a 5 point scale (from 0-4). The total score is the sum of all five items ranging from 0 to 20. Higher score indicates more severe insomnia. A score of 9 or higher is considered clinically significant insomnia. Levine et al.(2003)

Search for all WHIIRS variables within this dataset

Sleep Questionnaires/Sleep Disturbance/Women's Health Initiative Insomnia Rating Scale (WHIIRS)
avgheightcm
Average height
Average height Anthropometry
avghipcm
Average hip circumference
Average hip circumference Anthropometry
avgneckcm
Average neck circumference
Average neck circumference Anthropometry
avgwaistcm
Average waist circumference
Average waist circumference Anthropometry
a4crveda
Apical 4 chamber view: Right ventricular end-diastolic area (RV - EDA)
Apical 4 chamber view: Right ventricular end-diastolic area (RV - EDA) Clinical Data/Diagnostic Studies/Echocardiography
a4crvesa
Apical 4 chamber view: Right ventricular end-systolic area (RV - ESA)
Apical 4 chamber view: Right ventricular end-systolic area (RV - ESA) Clinical Data/Diagnostic Studies/Echocardiography
awave
Peak A wave velocity
Peak A wave velocity Clinical Data/Diagnostic Studies/Echocardiography
eeprimelat
Ratio of early mitral inflow velocity to lateral mitral annular early diastolic velocity (E/E' Lateral)
Ratio of early mitral inflow velocity to lateral mitral annular early diastolic velocity (E/E' Lateral) Clinical Data/Diagnostic Studies/Echocardiography
ewave
Peak E wave velocity
Peak E wave velocity Clinical Data/Diagnostic Studies/Echocardiography
iasep
Interatrial septum status
Interatrial septum status Clinical Data/Diagnostic Studies/Echocardiography
ivs
Parasternal long axis view: Interventricular septum thickness
Parasternal long axis view: Interventricular septum thickness Clinical Data/Diagnostic Studies/Echocardiography
lav
Left atrial volume (LAV)
Left atrial volume (LAV) Clinical Data/Diagnostic Studies/Echocardiography
lavi
Left atrial volume index (LAVI)
Left atrial volume index (LAVI) Clinical Data/Diagnostic Studies/Echocardiography
lvedd
Parasternal long axis view: Left ventricular end-diastolic diameter (LV - EDD)
Parasternal long axis view: Left ventricular end-diastolic diameter (LV - EDD) Clinical Data/Diagnostic Studies/Echocardiography
lvedv
End-diastolic volume (EDV)
End-diastolic volume (EDV) Clinical Data/Diagnostic Studies/Echocardiography
lvef
Ejection fraction (EF)
Ejection fraction (EF) Clinical Data/Diagnostic Studies/Echocardiography
lvesd
Parasternal long axis view: Left ventricular end-systolic diameter (LV - ESD)
Parasternal long axis view: Left ventricular end-systolic diameter (LV - ESD) Clinical Data/Diagnostic Studies/Echocardiography
lvesv
End-systolic volume (ESV)
End-systolic volume (ESV) Clinical Data/Diagnostic Studies/Echocardiography
lvm
Left ventricular mass (LVM)
Left ventricular mass (LVM) Clinical Data/Diagnostic Studies/Echocardiography
lvmi
Left ventricular mass index (LVMI)
Left ventricular mass index (LVMI) Clinical Data/Diagnostic Studies/Echocardiography
pfo
Interatrial shunt
Interatrial shunt Clinical Data/Diagnostic Studies/Echocardiography
pvr
Pulmonary vascular resistance
Pulmonary vascular resistance Clinical Data/Diagnostic Studies/Echocardiography
pw
Parasternal long axis view: Posterior wall thickness (PWT)
Parasternal long axis view: Posterior wall thickness (PWT) Clinical Data/Diagnostic Studies/Echocardiography
rvfac
Right ventricular fractional area change (RVFAC)
Right ventricular fractional area change (RVFAC) Clinical Data/Diagnostic Studies/Echocardiography
rvotvti
Right ventricular outflow tract (RVOT) velocity time integral (VTI)
Right ventricular outflow tract (RVOT) velocity time integral (VTI) Clinical Data/Diagnostic Studies/Echocardiography
bloods_albumin_creatin_ratio
Urine albumin/creatinine ratio (ACR)
Urine albumin/creatinine ratio (ACR) Clinical Data/Laboratory Tests
bloods_bnp
B-type natriuretic peptide (BNP)
B-type natriuretic peptide (BNP) Clinical Data/Laboratory Tests
bloods_creactivepro
C-Reactive protein (CRP)
C-Reactive protein (CRP) Clinical Data/Laboratory Tests
bloods_fibrinactivity
Fibrinogen activity
Fibrinogen activity Clinical Data/Laboratory Tests
bloods_gfr
Glomerular filtration rate (GFR)
Glomerular filtration rate (GFR) Clinical Data/Laboratory Tests
bloods_il6
Interleukin 6 (IL-6)
Interleukin 6 (IL-6) Clinical Data/Laboratory Tests
bloods_pai1
Plasminogen activator inhibitor-1 (PAI-1)
Plasminogen activator inhibitor-1 (PAI-1) Clinical Data/Laboratory Tests
bloods_serumcreatin
Serum creatinine
Serum creatinine Clinical Data/Laboratory Tests
bloods_serumgluc
Serum glucose
Serum glucose Clinical Data/Laboratory Tests
bloods_triglyc
Triglycerides
Triglycerides Clinical Data/Laboratory Tests
bloods_urinecreatin
Urine creatinine
Urine creatinine Clinical Data/Laboratory Tests
bloods_urinemicro
Urine microalbumin
Urine microalbumin Clinical Data/Laboratory Tests
bloods_vldlcholcal
Very low-density lipoproteins (VLDL) cholesterol
Very low-density lipoproteins (VLDL) cholesterol Clinical Data/Laboratory Tests
dianondipping
Presence of diastolic blood pressure (DBP) dipping
Presence of diastolic blood pressure (DBP) dipping Clinical Data/Vital Signs/Ambulatory Blood Pressure
endsleep
Sleep end time
Sleep end time Clinical Data/Vital Signs/Ambulatory Blood Pressure
endtime
End time
End time Clinical Data/Vital Signs/Ambulatory Blood Pressure
heartnondipping
Presence of heart rate dipping
Presence of heart rate dipping Clinical Data/Vital Signs/Ambulatory Blood Pressure
mapnondipping
Presence of mean arterial pressure dipping
Presence of mean arterial pressure dipping Clinical Data/Vital Signs/Ambulatory Blood Pressure
nreadings
Number of readings
Number of readings Clinical Data/Vital Signs/Ambulatory Blood Pressure
nsleep
Number of sleep readings
Number of sleep readings Clinical Data/Vital Signs/Ambulatory Blood Pressure
nvalid
Number of valid readings
Number of valid readings Clinical Data/Vital Signs/Ambulatory Blood Pressure
nwake
Number of awake readings
Number of awake readings Clinical Data/Vital Signs/Ambulatory Blood Pressure
pctvalid
Percent valid readings
Percent valid readings Clinical Data/Vital Signs/Ambulatory Blood Pressure
startsleep
Sleep start time
Sleep start time Clinical Data/Vital Signs/Ambulatory Blood Pressure
starttime
Start time
Start time Clinical Data/Vital Signs/Ambulatory Blood Pressure
sysnondipping
Presence of systolic blood pressure (SBP) dipping
Presence of systolic blood pressure (SBP) dipping Clinical Data/Vital Signs/Ambulatory Blood Pressure
avgseatedpulse
Average seated radial pulse rate
Average seated radial pulse rate Clinical Data/Vital Signs/Seated Blood Pressure
agg_ment
Medical Outcomes Study SF-36: Mental component summary (raw)
Medical Outcomes Study SF-36: Mental component summary (raw)

Summary component score of mental health. Taft C et al. 2001 (PubMED ID: 11763202)

Search for all SF-36 variables within this dataset

General Health/Medical Outcomes Study Short Form (SF-36)
agg_phys
Medical Outcomes Study SF-36: Physical component summary (raw)
Medical Outcomes Study SF-36: Physical component summary (raw)

Summary component score of physical health. Taft C et al. 2001 (PubMED ID: 11763202)

Search for all SF-36 variables within this dataset

General Health/Medical Outcomes Study Short Form (SF-36)