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Published in: Sleep and Breathing 4/2005

01-12-2005 | Original Article

Determinants of the apnea index in a sleep center population

Authors: Yasir Tashkandi, M. Safwan Badr, James A. Rowley

Published in: Sleep and Breathing | Issue 4/2005

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Abstract

We hypothesized that the increased apnea–hypopnea index (AHI) in men compared to women was secondary to an increased proportion of apneas in men as measured by the ratio of the apnea index to the apnea–hypopnea index (AI/AHI ratio), and that the influence of gender was independent of other demographic factors such as body mass index (BMI) and neck circumference (NC). Database analysis of 501 patients (218 men and 283 women) who underwent polysomnography between August 2001 and June 2003 and who were found to have an AHI of at least five events per hour was performed. Respiratory parameters were compared between genders. To correct for differences in demographic parameters, correlations were made between AHI and the AI/AHI ratio and age, BMI, NC, and the percentage time spent in the supine position (%TST-supine) followed by a regression analysis to determine which factors independently predicted these parameters. AHI [women, 26.8 (interquartile range 13.9, 57.0) events per hour vs men, 58.9 (interquartile range 27.7, 105.7) events per hour, p<0.001] and AI/AHI ratio [women, 0.58 (0.36, 0.80) vs men, 0.80 (0.51, 0.95), p<0.001) were higher in men compared to women. The independent predictors of the AHI were male gender, BMI, NC, and the %TST-supine. Independent predictors of the AI/AHI ratio were male gender, BMI, NC, and the percentage of time spent in the supine position. The increased AHI in men is secondary to an increased proportion of apneas in men compared to women and is independent of other potential determinants such as age, BMI, and NC.
Literature
1.
go back to reference Rowley JA, Aboussouan LS, Badr MS (2000) The use of clinical prediction formulas in the evaluation of obstructive sleep apnea. Sleep 23:929–938PubMed Rowley JA, Aboussouan LS, Badr MS (2000) The use of clinical prediction formulas in the evaluation of obstructive sleep apnea. Sleep 23:929–938PubMed
2.
go back to reference O’Connor C, Thornley KS, Hanly PJ (2000) Gender differences in the polysomnographic features of obstructive sleep apnea. Am J Respir Crit Care Med 161:1465–1472PubMed O’Connor C, Thornley KS, Hanly PJ (2000) Gender differences in the polysomnographic features of obstructive sleep apnea. Am J Respir Crit Care Med 161:1465–1472PubMed
3.
go back to reference Ware JC, McBrayer RH, Scott JA (2000) Influence of sex and age on duration and frequency of sleep apnea events. Sleep 23:165–170PubMed Ware JC, McBrayer RH, Scott JA (2000) Influence of sex and age on duration and frequency of sleep apnea events. Sleep 23:165–170PubMed
4.
go back to reference Dancey DR, Hanly PJ, Soong C, Lee B, Shepard J Jr, Hoffstein V (2003) Gender differences in sleep apnea: the role of neck circumference. Chest 123:1544–1550CrossRefPubMed Dancey DR, Hanly PJ, Soong C, Lee B, Shepard J Jr, Hoffstein V (2003) Gender differences in sleep apnea: the role of neck circumference. Chest 123:1544–1550CrossRefPubMed
5.
go back to reference Zhou XS, Shahabuddin S, Zahn BK, Babcock MA, Badr MS (2000) Effect of gender on the development of hypocapnic apnea/hypopnea during NREM sleep. J Appl Physiol 89:192–199PubMed Zhou XS, Shahabuddin S, Zahn BK, Babcock MA, Badr MS (2000) Effect of gender on the development of hypocapnic apnea/hypopnea during NREM sleep. J Appl Physiol 89:192–199PubMed
6.
go back to reference Badr MS, Toiber F, Skatrud JB, Dempsey J (1995) Pharyngeal narrowing/occlusion during central sleep apnea. J Appl Physiol 78:1806–1815PubMed Badr MS, Toiber F, Skatrud JB, Dempsey J (1995) Pharyngeal narrowing/occlusion during central sleep apnea. J Appl Physiol 78:1806–1815PubMed
7.
go back to reference Hudgel DW, Chapman KR, Faulks C, Hendricks C (1987) Changes in inspiratory muscle electrical activity and upper airway resistance during periodic breathing induced by hypoxia during sleep. Am Rev Respir Dis 135:899–906PubMed Hudgel DW, Chapman KR, Faulks C, Hendricks C (1987) Changes in inspiratory muscle electrical activity and upper airway resistance during periodic breathing induced by hypoxia during sleep. Am Rev Respir Dis 135:899–906PubMed
8.
go back to reference Deegan PC, McNicholas WT (1996) Predictive value of clinical features for the obstructive sleep apnoea syndrome. Eur Respir J 9:117–124CrossRefPubMed Deegan PC, McNicholas WT (1996) Predictive value of clinical features for the obstructive sleep apnoea syndrome. Eur Respir J 9:117–124CrossRefPubMed
9.
go back to reference Stradling JR, Crosby JH (1991) Predictors and prevalence of obstructive sleep apnea and snoring in 1001 middle aged men. Thorax 46:85–90PubMedCrossRef Stradling JR, Crosby JH (1991) Predictors and prevalence of obstructive sleep apnea and snoring in 1001 middle aged men. Thorax 46:85–90PubMedCrossRef
10.
go back to reference Flemons WW, Whitelaw WA, Brant R, Remmers JE (1994) Likelihood ratios for a sleep apnea clinical prediction rule. Am J Respir Crit Care Med 150:1279–1285PubMed Flemons WW, Whitelaw WA, Brant R, Remmers JE (1994) Likelihood ratios for a sleep apnea clinical prediction rule. Am J Respir Crit Care Med 150:1279–1285PubMed
11.
go back to reference Walker RP, Durazo-Arvizu R, Wachter B, Gopalsami C (2001) Preoperative differences between male and female patients with sleep apnea. Laryngoscope 111:1501–1505CrossRefPubMed Walker RP, Durazo-Arvizu R, Wachter B, Gopalsami C (2001) Preoperative differences between male and female patients with sleep apnea. Laryngoscope 111:1501–1505CrossRefPubMed
12.
go back to reference Bixler EO, Vgontzas AN, Ten Have T, Tyson K, Kales A (1998) Effects of age on sleep apnea in men. I. Prevalence and severity. Am J Respir Crit Care Med 157:144–148PubMed Bixler EO, Vgontzas AN, Ten Have T, Tyson K, Kales A (1998) Effects of age on sleep apnea in men. I. Prevalence and severity. Am J Respir Crit Care Med 157:144–148PubMed
13.
go back to reference Bixler EO, Vgontzas AN, Lin HM, Ten Have T, Rein J, Vela-Bueno A, Kales A (2001) Prevalence of sleep-disordered breathing in women: effects of gender. Am J Respir Crit Care Med 163:608–613PubMed Bixler EO, Vgontzas AN, Lin HM, Ten Have T, Rein J, Vela-Bueno A, Kales A (2001) Prevalence of sleep-disordered breathing in women: effects of gender. Am J Respir Crit Care Med 163:608–613PubMed
14.
go back to reference Redline S, Kump K, Tishler PV, Browner I, Ferrette V (1994) Gender differences in sleep-disordered breathing in a community-based sample. Am J Respir Crit Care Med 149:722–726PubMed Redline S, Kump K, Tishler PV, Browner I, Ferrette V (1994) Gender differences in sleep-disordered breathing in a community-based sample. Am J Respir Crit Care Med 149:722–726PubMed
15.
go back to reference Rechtschaffen A, Kales AA (1968) A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects. National Institutes of Health, Washington, DC Rechtschaffen A, Kales AA (1968) A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects. National Institutes of Health, Washington, DC
16.
go back to reference Onal E, Burrows DL, Hart RH, Lopata M (1986) Induction of periodic breathing during sleep causes upper airway obstruction in humans. J Appl Physiol 61:1438–1443PubMed Onal E, Burrows DL, Hart RH, Lopata M (1986) Induction of periodic breathing during sleep causes upper airway obstruction in humans. J Appl Physiol 61:1438–1443PubMed
17.
go back to reference Carden K, Malhotra A (2004) The debate about gender differences in obstructive sleep apnea. Sleep Med 4:485–487CrossRef Carden K, Malhotra A (2004) The debate about gender differences in obstructive sleep apnea. Sleep Med 4:485–487CrossRef
18.
go back to reference Martin SE, Mathur R, Marshall I, Douglas NJ (1997) The effect of age, sex, obesity and posture on upper airway size. Eur Respir J 10:2087–2090CrossRefPubMed Martin SE, Mathur R, Marshall I, Douglas NJ (1997) The effect of age, sex, obesity and posture on upper airway size. Eur Respir J 10:2087–2090CrossRefPubMed
19.
go back to reference Young T, Palta M, Badr MS, Barsh LI (1993) Sleep-disordered breathing. N Engl J Med 329:1429–1430 (letter)CrossRefPubMed Young T, Palta M, Badr MS, Barsh LI (1993) Sleep-disordered breathing. N Engl J Med 329:1429–1430 (letter)CrossRefPubMed
20.
go back to reference Malhotra A, Huang Y, Fogel RB, Pillar G, Edwards JK, Kikinis R, Loring SH, White DP (2002) The male predisposition to pharyngeal collapse: importance of airway length. Am J Respir Crit Care Med 166:1388–1395CrossRefPubMed Malhotra A, Huang Y, Fogel RB, Pillar G, Edwards JK, Kikinis R, Loring SH, White DP (2002) The male predisposition to pharyngeal collapse: importance of airway length. Am J Respir Crit Care Med 166:1388–1395CrossRefPubMed
21.
go back to reference Whittle AT, Marshall I, Mortimore IL, Wraith PK, Sellar RJ, Douglas NJ (1999) Neck soft tissue and fat distribution: comparison between normal men and women by magnetic resonance imaging. Thorax 54:323–328PubMedCrossRef Whittle AT, Marshall I, Mortimore IL, Wraith PK, Sellar RJ, Douglas NJ (1999) Neck soft tissue and fat distribution: comparison between normal men and women by magnetic resonance imaging. Thorax 54:323–328PubMedCrossRef
22.
go back to reference Mohsenin V (2001) Gender differences in the expression of sleep-disordered breathing: role of upper airway dimensions. Chest 120:1442–1447CrossRefPubMed Mohsenin V (2001) Gender differences in the expression of sleep-disordered breathing: role of upper airway dimensions. Chest 120:1442–1447CrossRefPubMed
23.
go back to reference Schellenberg JB, Maislin G, Schwab RJ (2000) Physical findings and the risk for obstructive sleep apnea. Am J Respir Crit Care Med 162:740–748PubMed Schellenberg JB, Maislin G, Schwab RJ (2000) Physical findings and the risk for obstructive sleep apnea. Am J Respir Crit Care Med 162:740–748PubMed
24.
go back to reference Young T (1993) Analytic epidemiology studies of sleep disordered breathing—what explains the gender difference in sleep disordered breathing. Sleep 16:S1–S2PubMed Young T (1993) Analytic epidemiology studies of sleep disordered breathing—what explains the gender difference in sleep disordered breathing. Sleep 16:S1–S2PubMed
25.
go back to reference Rowley JA, Zhou ZS, Vergine I, Shkoukani BS, Badr MS (2001) Influence of gender on upper airway mechanics: upper airway resistance and Pcrit. J Appl Physiol 91:2248–2254PubMed Rowley JA, Zhou ZS, Vergine I, Shkoukani BS, Badr MS (2001) Influence of gender on upper airway mechanics: upper airway resistance and Pcrit. J Appl Physiol 91:2248–2254PubMed
26.
go back to reference Dempsey JA, Skatrud JB, Jacques AJ, Ewanowski SJ, Woodson BT, Hanson PR, Goodman B (2002) Anatomic determinants of sleep-disordered breathing across the spectrum of clinical and nonclinical male subjects. Chest 122:840–851CrossRefPubMed Dempsey JA, Skatrud JB, Jacques AJ, Ewanowski SJ, Woodson BT, Hanson PR, Goodman B (2002) Anatomic determinants of sleep-disordered breathing across the spectrum of clinical and nonclinical male subjects. Chest 122:840–851CrossRefPubMed
27.
go back to reference Schafer H, Pauleit D, Sudhop T, Gouni-Berthold I, Ewig S, Berthold HK (2002) Body fat distribution, serum leptin, and cardiovascular risk factors in men with obstructive sleep apnea. Chest 122:829–839CrossRefPubMed Schafer H, Pauleit D, Sudhop T, Gouni-Berthold I, Ewig S, Berthold HK (2002) Body fat distribution, serum leptin, and cardiovascular risk factors in men with obstructive sleep apnea. Chest 122:829–839CrossRefPubMed
28.
go back to reference Ancoli-Israel S, Klauber MR, Stepnowsky C, Estline E, Chinn A, Fell R (1995) Sleep-disordered breathing in African-American elderly. Am J Respir Crit Care Med 152:1946–1949PubMed Ancoli-Israel S, Klauber MR, Stepnowsky C, Estline E, Chinn A, Fell R (1995) Sleep-disordered breathing in African-American elderly. Am J Respir Crit Care Med 152:1946–1949PubMed
29.
go back to reference Ancoli-Israel S, Kripke D, Klauber MR, Mason W, Fell R, Kaplan O (1991) Sleep-disordered breathing in community-dwelling elderly. Sleep 14:486–495PubMed Ancoli-Israel S, Kripke D, Klauber MR, Mason W, Fell R, Kaplan O (1991) Sleep-disordered breathing in community-dwelling elderly. Sleep 14:486–495PubMed
30.
go back to reference American Academy of Sleep Medicine Task Force (1999) Sleep-related breathing disorders in adults: recommendations for syndrome definition and measurement techniques in clinical research. The Report of an American Academy of Sleep Medicine Task Force. Sleep 22:667–689 American Academy of Sleep Medicine Task Force (1999) Sleep-related breathing disorders in adults: recommendations for syndrome definition and measurement techniques in clinical research. The Report of an American Academy of Sleep Medicine Task Force. Sleep 22:667–689
31.
go back to reference Redline S, Sanders M (1997) Hypopnea, a floating metric: implications for prevalence, morbidity estimates, and case finding. Sleep 20:1209–1217PubMed Redline S, Sanders M (1997) Hypopnea, a floating metric: implications for prevalence, morbidity estimates, and case finding. Sleep 20:1209–1217PubMed
32.
33.
go back to reference Redline S, Kapur VK, Sanders MH, Quan SF, Gottlieb DJ, Rapoport DM, Bonekat WH, Smith PL, Kiley JP, Iber C (2000) Effects of varying approaches for identifying respiratory disturbances on sleep apnea assessment. Am J Respir Crit Care Med 161:369–374PubMed Redline S, Kapur VK, Sanders MH, Quan SF, Gottlieb DJ, Rapoport DM, Bonekat WH, Smith PL, Kiley JP, Iber C (2000) Effects of varying approaches for identifying respiratory disturbances on sleep apnea assessment. Am J Respir Crit Care Med 161:369–374PubMed
34.
go back to reference Tang JP, Rosen CL, Larkin EK, DiFiore JM, Arnold JL, Surovec SA, Youngblut JM, Redline S (2002) Identification of sleep-disordered breathing in children: variation with event definition. Sleep 25:72–79PubMed Tang JP, Rosen CL, Larkin EK, DiFiore JM, Arnold JL, Surovec SA, Youngblut JM, Redline S (2002) Identification of sleep-disordered breathing in children: variation with event definition. Sleep 25:72–79PubMed
35.
go back to reference Ayappa I, Norman RG, Krieger AC, Rosen A, O’malley RL, Rapoport DM (2000) Non-invasive detection of respiratory effort-related arousals (RERAs) by a nasal cannula/pressure transducer system. Sleep 23:763–771PubMed Ayappa I, Norman RG, Krieger AC, Rosen A, O’malley RL, Rapoport DM (2000) Non-invasive detection of respiratory effort-related arousals (RERAs) by a nasal cannula/pressure transducer system. Sleep 23:763–771PubMed
36.
go back to reference Hosselet JJ, Norman RG, Ayappa I, Rapoport DM (1998) Detection of flow limitation with a nasal cannula/pressure transducer system. Am J Respir Crit Care Med 157:1461–1467PubMed Hosselet JJ, Norman RG, Ayappa I, Rapoport DM (1998) Detection of flow limitation with a nasal cannula/pressure transducer system. Am J Respir Crit Care Med 157:1461–1467PubMed
37.
go back to reference Guilleminault C, Stoohs R, Clerk A, Cetel M, Maistros P (1993) A cause of excessive daytime sleepiness. The upper airway resistance syndrome. Chest 104:781–787PubMedCrossRef Guilleminault C, Stoohs R, Clerk A, Cetel M, Maistros P (1993) A cause of excessive daytime sleepiness. The upper airway resistance syndrome. Chest 104:781–787PubMedCrossRef
38.
go back to reference Morgan BJ, Dempsey JA, Pegelow DF, Jacques A, Finn L, Palta M, Skatrud JB, Young TB (1998) Blood pressure perturbations caused by subclinical sleep-disordered breathing. Sleep 21:737–746PubMed Morgan BJ, Dempsey JA, Pegelow DF, Jacques A, Finn L, Palta M, Skatrud JB, Young TB (1998) Blood pressure perturbations caused by subclinical sleep-disordered breathing. Sleep 21:737–746PubMed
39.
go back to reference Young T, Finn L (1998) Epidemiological insights into the public health burden of sleep disordered breathing: sex differences in survival among sleep clinic patients. Thorax 53(Suppl 3):S16–S19PubMed Young T, Finn L (1998) Epidemiological insights into the public health burden of sleep disordered breathing: sex differences in survival among sleep clinic patients. Thorax 53(Suppl 3):S16–S19PubMed
40.
go back to reference Bixler EO, Vgontzas AN, Lin H, Sanchez K, Vela-Bueno A, Kales A (2004) Risk of mortality associated with sleep-disordered breathing in a population sample. Sleep 27:A482 Bixler EO, Vgontzas AN, Lin H, Sanchez K, Vela-Bueno A, Kales A (2004) Risk of mortality associated with sleep-disordered breathing in a population sample. Sleep 27:A482
Metadata
Title
Determinants of the apnea index in a sleep center population
Authors
Yasir Tashkandi
M. Safwan Badr
James A. Rowley
Publication date
01-12-2005
Publisher
Springer-Verlag
Published in
Sleep and Breathing / Issue 4/2005
Print ISSN: 1520-9512
Electronic ISSN: 1522-1709
DOI
https://doi.org/10.1007/s11325-005-0034-x

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