Abstract
Why obstructive sleep apnea (OSA) treatment does not completely restore healthy metabolic physiology is unclear. In rats, the need for respiratory homeostasis maintenance following airway obstruction (AO) is associated with a loss of thermoregulation and abnormal metabolic physiology that persists following successful obstruction removal. Here, we explored the effect of two different types of tracheal narrowing, i.e., AO and mild airway obstruction (mAO), and its removal on respiratory homeostasis and metabolic physiology. We show that after ten weeks, mAO vs. AO consumes sufficient energy that is required to maintain respiratory homeostasis and thermoregulation. Obstruction removal was associated with largely irreversible increased feeding associated with elevated serum ghrelin, hypothalamic growth hormone secretagogue receptor 1a, and a phosphorylated Akt/Akt ratio, despite normalization of breathing and energy requirements. Our study supports the need for lifestyle eating behavior management, in addition to endocrine support, in order to attain healthy metabolic physiology in OSA patients.
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Introduction
Obstructive sleep apnea (OSA) is a disorder involving upper airway obstruction (AO) during sleep, and is associated with metabolic abnormalities1,2. It is not clear why treatment of OSA does not completely restore healthy metabolic physiology, but accelerates weight gain2,3,4 rather than promoting weight loss in most adult patients5,6,7,8,9. Earlier studies found that weight gain following OSA treatment was not associated with a change in exercise habits or sleep quality, or improved sleepiness6—highlighting the need for lifestyle modifications in order to prevent weight gain6,8. Healthy metabolic physiology depends on the basal metabolic rate, locomotion movements, energy intake, and food choices8,10,11,12. OSA may elevate energy expenditure by inducing disrupted sleep, the increased work of breathing, or sympathetic activity8,10,13,14.
The upper airway obstruction (AO) in rats mimics many of the characteristics of OSA in humans including fragmented sleep, poor growth, and increased feeding15,16,17. Although AO animals substantially increased their caloric intake, this condition was associated with a energy crisis, i.e., a “malnutrition” phenotype and the inability to thermoregulate15,18,19. This condition is associated with a persistent elevation in feeding and energy expenditure long after the tracheal obstruction is removed19,20. The stomach-derived hormone ghrelin drives feeding behavior via hypothalamic growth hormone secretagogue receptor 1a (GHSR1a) and up regulation phosphoinositide 3-kinases (PI3K)/Akt pathway. The PI3K/Akt pathway is required for normal metabolism and its imbalance leads to obesity, insulin resistance and type 2 diabetes21,22,23. It is possible that feeding hormones and imbalance of hypothalamic pathways participate in the persistent elevation of feeding behavior following obstruction removal (OR).
Previously, we found that increased airway resistance led to increased carbon dioxide production and increased ventilation to maintain respiratory homeostasis18,20. AMP-activated protein kinase (AMPK) is a major energy sensor that may become activated by hypercapnia, hypoxemia, or lactic acidosis24,25,26. Chronic hypercapnia can lead to AMPK-dependent loss of body weight gain and muscle protein wasting24,25.
Little is known about the effect of mild airway obstruction (mAO) and its removal on metabolic physiology. Here, we explored, for the first time, the effect of two different tracheal narrowing procedures, i.e., AO and mAO, and the removal of the obstruction on respiratory homeostasis and metabolic physiology. It is possible that mAO animals increases their caloric intake and compensates for the increased energy demand associated with the increased work of breathing, and maintaining healthy metabolic physiology. We hypothesized that mAO would lead to persistent elevation in feeding behavior that may not normalize long after OR and the restoration of respiration and energy expenditure compared to a control.
Results
Figure 1 illustrates the time-line of data collection. During the observation period, all animals engaged in normal social activity. The trachea diameter was 1.81 ± 0.1 (mm), 1.04 ± 0.1 (mm) (p < 0.01), 1.19 ± 0.12 (p < 0.01), and 1.87 ± 0.11 (mm) (mean ± SD) (p = 0.7) for the control, AO, mAO, and OR groups, respectively (Fig. 2A,B). Following tracheal obstruction, airway resistance increased by 71% and 35% (p < 0.01) in the AO and mAO groups relative to the control group, respectively (Fig. 2C, Table 1). Following OR, trachea diameter and airway resistance were restored to control values. Figure 2D–F summarizes the effect of mAO and its removal on respiration. Increased airway resistance was associated with 294% and 64% elevation of ventilation during room air breathing in the AO and mAO groups, respectively (p < 0.01, Fig. 2D–F, Table 1). CO2 sensitivity decreased by 59% and 25.5% in the AO and mAO groups, respectively (p < 0.01, Fig. 2G, Table 1). Following OR, both ventilation and CO2 sensitivity were similar to controls. No significant changes were found in arterial blood gases (Supplementary Table S1), serum lactate (Fig. 2H, Supplementary Fig. S1), or soleus muscle pAMPK/AMPK ratio (Fig. 2I).
Food intake increased by 50.9% (p < 0.01), 20% (p < 0.01), and 10.7% (p < 0.05) in the AO, mAO, and OR groups, respectively (p < 0.01, Fig. 3A, Table 2). Food intake in AO and mAO was elevated in light and dark phases, and only during the dark phase in the OR animals (p < 0.01, Fig. 3B). Meal size was elevated only in AO groups in light and dark phases (p < 0.01, Fig. 3C) and no significant changes were found in meal number (Fig. 3D). Increased feeding was related to elevated meal duration and the number of micro meals during the dark phase (p < 0.01, Fig. 3E,F). Elevated energy intake associated with up-regulation of serum ghrelin (p < 0.01, Fig. 3G) and GHSR1a (p < 0.01, Fig. 3H). The p-Akt/Akt ratio increased significantly (p < 0.01, Fig. 3I) by 25%, 16%, and 15% in the AO, mAO, and OR groups, respectively.
Body mass index (BMI) decreased by 19.5% and 4% in AO and mAO animals, respectively (p < 0.01; Table 2). The BMI of the OR group was similar to the control group. Reduced body weight in the AO and mAO groups (Fig. 4A) was associated with a reduced retroperitoneal adiposity cell distribution diameter (p < 0.01, Fig. 4B). A trend of increased adiposity cell size distribution was found in the OR group (p < 0.01, Fig. 4C). Total energy demand increased by 26.5% and 10.2% in the AO and mAO groups, respectively (p < 0.01, Fig. 5A, Table 2). Increased energy demand was associated with the elevation of O2 consumption and CO2 production (p < 0.01, Fig. 5B,C, Table 2). Following OR, energy demand was normalized to the values of the control group (Fig. 5A,D). Walking distance and body departure significantly decreased only in the AO group (Fig. 5E,G). No significant changes were found in locomotor activity in any of the groups (Fig. 5F). Infrared thermography of interscapular and tail surface temperatures in the mAO and OR groups were similar to controls (Fig. 6A,B). Tail surface in the AO group increased by 3 °C (p < 0.01, Fig. 6C), and temperature differences between the interscapular area and the tail was close to zero (p < 0.01, Fig. 6D).
Discussion
We found that mAO vs. AO animals can consume a sufficient amount energy to maintain respiratory homeostasis and maintain thermoregulation. Increased feeding in the OR group was associated with largely irreversible feeding associated with increased serum ghrelin, hypothalamic GHSR1α, and p-AKT/Akt ratio, despite normalization of breathing and energy requirements. Our study supports the need for lifestyle eating behavior management, in addition to endocrine support, in order to attain healthy metabolic physiology in OSA patients.
Several models were used to explore the effects of OSA on the functional consequences of sleep, metabolism, and diurnal behavior27,28. In the current study, we explored the effects of mild AO on feeding behavior. We achieved mAO by generating a larger trachea diameter at the site of obstruction relative to the AO group. Both obstructed groups exhibited up-regulation of energy expenditure that was associated with the increased work of breathing. However, the magnitude of increased energy expenditure was about 70% less in the mAO animals, indicating less severe airway obstruction in this group. The mAO model is more comparable to human OSA, which is associated with metabolic abnormalities without evidence of energy crisis1,2,3,7,8,10. In both obstructed groups, increased feeding was associated with the up-regulation of serum ghrelin, hypothalamic GHSR1a, and the p-Akt/Akt ratio. However, mAO animals were able to consume a sufficient amount energy to meet additional energy requirements of airway loading and maintain healthy metabolic physiology. AO animals, on the other hand, could not maintain healthy metabolic physiology and thermoregulate despite a 50% elevation of energy intake. This loss of thermoregulation was probably associated with non-functioning brown adipose tissue18 and heat loss via the tail. In our study both AO and mAO exhibited increased feeding associated with an elevation in gut-derived ghrelin. Previously, we found that AO animals had considerable sleep fragmentation and were awake 20% more during the 12-h lights-on period16,17. Short sleep per se may stimulate the secretion of ghrelin and feeding29 by activation of GHSR1a30. Increased feeding in the OR group was associated with largely irreversible increased feeding hormones even though breathing and energy requirements were normalized. It is not clear why treatment of OSA does not restore healthy metabolic physiology and predisposes accelerated weight gain2,3,4,5,6,7,8,9. Our study suggests that feeding hormones and imbalance of GHSR1a and Akt pathway participate in this persistent elevation of feeding behavior following OR; that in the long run may lead to obesity, insulin resistance and type 2 diabetes21,22,23. Weight gain following OSA treatment was not associated with changes in physical activity or sleep quality6, highlighting the need for lifestyle modifications in order to prevent weight gain6,8.
In the current study, increased ventilation in obstructed groups was a physiological response proportional to the magnitude of increased CO2 production in order to maintain respiratory homeostasis. Chronic ventilatory load may diminish sensitivity to CO2, and the decreased response to CO2 in our AO, but not mAO animals, accompanies many diseases associated with chronic hypercapnia. Arterial blood gases and serum lactate were in the normal range, suggesting that animals in all groups maintained ventilation and pO2. Moreover, AMPK participates importantly in regulating the tissue AMP/ATP ratio and may become activated by hypercapnia and lactic acidosis24,25,26. We did not observe significant changes in muscle AMPK phosphorylation in our animals. Exposure to hypercapnia can increase AMPK phosphorylation and mediate skeletal muscle protein degradation and loss of body weight24,25,27. Our study suggests that AMPK did not play a role in weight regulation of these rats during obstruction or OR. It is possible that slow body weight gain was associated with a reduction in adiposity tissue mass16,18,28. In calorie restriction, decreased body weight was associated with organ weight losses31. It is possible that the increased resistance produced in our animals may lead to hyperinflation and an alteration in functional residual volume with an adverse effect on diaphragm contractility and CO2 sensitivity. In AO animals, however, we found an increase in diaphragm mass and contractility with no change in muscle length or contractility28, while others found increased endurance32.
In both groups of obstructed rats, we found an increase in total and resting energy expenditure during the day. Estimates of the energy expenditure exchange of O2 with CO2 are valid if metabolic energy is calculated from aerobic sources33,34. In our study, the impressive elevation of energy expenditure found in AO vs. mAO animals was associated with the degree of airway obstruction. During quiet breathing, oxygen consumption of the respiratory muscles is less than 2% of resting VO2. The cost of breathing increases robustly during resistive breathing and not by isocapnic hyperventilation35. However, experimentally increased resistive breathing by a verity of diseases can significantly increase the energetic breathing cost. Although AO is not sleep related15, it is unlikely that this explains the higher energy demand found in AO. Nevertheless, there are several similarities between the AO model to OSA36: AO is associated with partial sleep loss and sleep fragmentation15 and sleep loss in rodents can lead to loss of body weight and thermoregulation despite an increased energy intake37,38. Resting metabolic rate was significantly higher in adult OSA patients14,39,40, and correlates with increased OSA severity41,42, and earlier studies in children with OSA demonstrated that energy expenditure during sleep correlates with the increased work of breathing43. However, in this model, in contrast to OSA, increased airway resistance was both inspiratory and expiratory and not exclusively sleep-related, and it resembled conditions such as increased nasal or subglottic resistance, tracheal stenosis, etc. In OSA however, increased airway resistance is sleep-related with diurnal recovery1,44.
Conclusion
Mild AO vs. AO animals were able to consume sufficient amounts of energy to maintain respiratory and healthy metabolic physiology. Obstruction removal was associated with largely irreversible increased feeding despite the normalization of breathing and energy requirements. Up-regulation of feeding associated with elevated serum ghrelin, and with hypothalamic GHSR1a and the p-Akt/Akt ratio. Our study supports the need for lifestyle management of eating behavior, in addition to endocrine support in order to attain healthy metabolic physiology in OSA patients.
Methods
Animals
This study was approved by the Ben-Gurion University of the Negev Animal Use and Care Committee, protocol number IL-40-07-2018. All protocols comply with American Physiological Society Guidelines and study is reported in accordance with Animal Research: Reporting of In Vivo Experiments (ARRIVE) guidelines.
Upper airway obstruction
Rats were anesthetized using tribromoethanol (200 mg/kg i.p.). Upper airway obstruction (AO), mild airway obstruction (mAO), or sham control surgeries were performed in 22-day-old (48–55 g) male Sprague–Dawley rats (Fig. 2) (see Supplementary Methods)18,20.
Both AO and mAO groups underwent similar surgery in which a silicon band 0.5 cm long was placed around the trachea, and two sutures were looped around it and tightened to constrict its diameter. Based on the increased inspiratory esophageal pressure swings, we established two levels of obstruction. The degree of trachea obstruction was confirmed by histology after animals were sacrificed. On day 14 (14 days), obstruction removal (OR) surgery was performed on mAO animals (Fig. 1)17,18,20. The mortality rates of all surgical procedures were less than 10%. Animals were kept on a 12–12 light–dark cycle with lights on at 09:00 at 231.0 ºC. Food (3272 kcal/kg) and water were given ad libitum.
Experimental schedule
Surgery (trachea obstruction or sham) was performed and animals were returned to their home cages (Fig. 2). On day 14, OR surgery was performed on 16 animals, whereas all other animals underwent repeated sham surgery. Measurements for all groups were performed at the same time: respiration samplings were performed on day 35 (35 days) and on day 66 (66 days) by whole body plethysmographing. Recording body temperature and locomotion activity was performed on day 68 for 24 h. Metabolic and activity profiles were performed on days 69–72. Shortly before animals were sacrificed on day 73, they were anesthetized, BMI was calculated, and serum and tissues were extracted. Arterial blood gases, serum ghrelin, lactate, hypothalamic GHSR-1a and the p-Akt/Akt ratio were determined for all groups 1–3 h after lights on.
Respiratory and energy metabolism
Inspiratory swings in esophageal pressure (∆Pes) were measured in anesthetized animals prior to plethysmography measurement, and airway resistance was calculated as ∆Pes/inspiratory flow18. Respiratory activity was recorded by plethysmography (Buxco, DSI, St. Paul, MN, USA), as previously described (see Supplementary Methods). Trachea histology was determined, as previously described17,18,19.
Interscapulum and tail surface temperatures were measured in conscious animals at 27 °C using an infrared camera (Fluke, Everett, WA, USA)18,33. In a subset of n = 5 animals in each group, body temperature (Tb) (± 0.1 °C) and locomotion activity (MA) were analyzed by a free-floating telemetric transmitter (model TA11TA-F10, DSI, St. Paul, MN, USA) using the Dataquest A.R.T. system (DSI, St. Paul, MN, USA)14,16,19.
Metabolic activity was measured using a Sable Instruments system (Sable Instruments, Las Vegas, NV, USA), as previously described (see Supplementary Methods)18,20. Animals were allowed a 24–48 h acclimation period followed by a 48-h sampling duration. Effective body mass was calculated by ANCOVA analysis18,34. Energy expenditure was calculated as VO2 × (3.815 + 1.232 × respiratory quotient), and was normalized to effective body mass. Resting energy expenditure was calculated as the mean value for a 30-min period with the lowest energy expenditure. The respiratory quotient was calculated as the ratio of the CO2 produced by the O2 consumed.
Protein analysis
At sacrifice, 2–3 h after lights on, the serum was used for measurement of ghrelin and lactate, using a specific enzyme-linked immunosorbent assay kit15,16,17,18,19,20. The low and high detection limits for ghrelin were 0.04 and 10 ng/mL (kit number EZRGRA-90K; Merck Millipore, Rosh Haayin, Israel), and the intra- and inter-assay CVs were 1.1% and 3.2%, respectively. Serum lactate was determined at the Soroka University Medical Center Biochemistry laboratory. In a subset of n = 4 of control animals, AO, and OR arterial blood gases (pH, PCO2, PO2, and HCO3−) were determined in parallel to their serum lactate level on day 66 after surgery. Antibodies used for evaluation of the hypothalamic protein extract by western immunoblot analysis (see Supplementary Methods) were GHSR1a (Santa Cruz Biotechnology, Santa Cruz, CA, USA), Akt and p-Akt (Cell Signaling Technology, Danvers, MA, USA), soleus AMPK and p-AMPK (MP Biomedical Solon, OH, USA), and GAPDH (Proteintech, Rosemont, IL).
Data analysis
Significance between groups was determined by a one-way analysis of variance. A two-way analysis of variance for repeated measures or plethysmography was used to determine the significance between time and group. Post-hoc analysis was performed by a Student–Newman–Keuls test. Null hypotheses were rejected at the 5% level.
References
Marcus, C. L. et al. American Academy of Pediatrics. Diagnosis and management of childhood obstructive sleep apnea syndrome. Pediatrics 130, e714–e755 (2012).
Katz, E. S. et al. Growth after adenotonsillectomy for obstructive sleep apnea: An RCT. Pediatrics 134, 282–289 (2014).
Amin, R. et al. Growth velocity predicts recurrence of sleep-disordered breathing 1 year after adenotonsillectomy. Am. J. Respir. Crit. Care. Med. 177, 654–659 (2008).
Nathan, K., Livnat, G., Feraru, L. & Pillar, G. Improvement in BMI z-score following adenotonsillectomy in adolescents aged 12–18 years: A retrospective cohort study. BMC. Pediatr. 21, 184 (2021).
Hoyos, C. M. et al. Cardiometabolic changes after continuous positive airway pressure for obstructive sleep apnoea: A randomised sham-controlled study. Thorax 67, 1081–1089 (2012).
Aro, M. M., Anttalainen, U., Polo, O. & Saaresranta, T. Mood, sleepiness, and weight gain after three years on CPAP therapy for sleep apnoea. Eur. Clin. Respir. J. 8, 1888394 (2021).
Shechter, A. Effects of continuous positive airway pressure on energy balance regulation: A systematic review. Eur. Respir. J. 48, 1640–1657 (2016).
Tachikawa, R. et al. Changes in energy metabolism after continuous positive airway pressure for obstructive sleep apnea. Am. J. Respir. Crit. Care. Med. 194, 729–738 (2016).
Drager, L. F. et al. Effects of CPAP on body weight in patients with obstructive sleep apnoea: A meta-analysis of randomised trials. Thorax 70, 258–264 (2015).
Shechter, A. Obstructive sleep apnea and energy balance regulation: A systematic review. Sleep. Med. Rev. 34, 59–69 (2017).
Markwald, R. R. et al. Impact of insufficient sleep on total daily energy expenditure, food intake, and weight gain. Proc. Natl. Acad. Sci. USA 110, 5695–5700 (2013).
Hill, J. O., Wyatt, H. R. & Peters, J. C. Energy balance and obesity. Circulation 126, 126–132 (2012).
McHill, A. W. & Wright, K. P. Jr. Role of sleep and circadian disruption on energy expenditure and in metabolic predisposition to human obesity and metabolic disease. Obes. Rev. 18(Suppl 1), 15–24 (2017).
Stenlöf, K., Grunstein, R., Hedner, J. & Sjöström, L. Energy expenditure in obstructive sleep apnea: Effects of treatment with continuous positive airway pressure. Am. J. Physiol. 271, E1036–E1043 (1996).
Tarasiuk, A., Berdugo-Boura, N., Troib, A. & Segev, Y. Role of GHRH in sleep and growth impairments induced by upper airway obstruction in rats. Eur. Respir. J. 38, 870–877 (2011).
Tarasiuk, A., Levi, A., Berdugo-Boura, N., Yahalom, A. & Segev, Y. Role of orexin in respiratory and sleep homeostasis during upper airway obstruction in rats. Sleep 37, 987–998 (2014).
Assadi, M. H., Shknevsky, E., Segev, Y. & Tarasiuk, A. Abnormal growth and feeding behavior persist after removal of upper airway obstruction in juvenile rats. Sci. Rep. 7, 2730 (2017).
Assadi, M. H., Segev, Y. & Tarasiuk, A. Irreversible metabolic abnormalities following chronic upper airway loading. Sleep 24, zsz176 (2019).
Segev, Y., Berdugo-Boura, N., Porati, O. & Tarasiuk, A. Upper airway loading induces growth retardation and changes in local chondrocyte IGF-1 expression is reversed by stimulation of GH release in juvenile rats. J. Appl. Physiol. 105(2–3), 1602–1609 (2008).
Assadi, M. H., Segev, Y. & Tarasiuk, A. Upper airway obstruction elicited energy imbalance leads to growth retardation that persists after the obstruction removal. Sci. Rep. 10, 3206 (2020).
Huang, X., Liu, G., Guo, J. & Su, Z. The PI3K/AKT pathway in obesity and type 2 diabetes. Int. J. Biol. Sci. 14, 1483–1496 (2018).
Li, J. et al. Inhibition of insulin/PI3K/AKT signaling decreases adipose Sortilin 1 in mice and 3T3-L1 adipocytes. Biochim. Biophys. Acta Mol. Basis Dis. 1863, 2924–2933 (2017).
Yin, Y., Li, Y. & Zhang, W. The growth hormone secretagogue receptor: Its intracellular signaling and regulation. Int. J. Mol Sci. 15, 4837–4855 (2014).
Balnis, J., Korponay, T. C. & Jaitovich, A. AMP-activated protein kinase (AMPK) at the crossroads between CO2 retention and skeletal muscle dysfunction in chronic obstructive pulmonary disease (COPD). Int. J. Mol. Sci. 21, 955 (2020).
Jaitovich, A. et al. High CO2 levels cause skeletal muscle atrophy via AMP-activated kinase (AMPK), FoxO3a protein, and muscle-specific Ring finger protein 1 (MuRF1). J. Biol. Chem. 290, 9183–9194 (2015).
Cerda-Kohler, H. et al. Lactate administration activates the ERK1/2, mTORC1, and AMPK pathways differentially according to skeletal muscle type in mouse. Physiol. Rep. 6, e13800 (2018).
Nakashima, K. & Yakabe, Y. AMPK activation stimulates myofibrillar protein degradation and expression of atrophy-related ubiquitin ligases by increasing FOXO transcription factors in C2C12 myotubes. Biosci. Biotechnol. Biochem. 71, 1650–1656 (2007).
Tarasiuk, A., Scharf, S. M. & Miller, M. J. Effects of chronic resistive loading on inspiratory muscles in rats. J. Appl. Physiol. 70, 216–222 (1991).
Bodosi, B. et al. Rhythms of ghrelin, leptin, and sleep in rats: Effects of the normal diurnal cycle, restricted feeding, and sleep deprivation. Am. J. Physiol. Regul. Integr. Comp. Physiol. 287, R1071–R1079 (2004).
Davenport, A. P. et al. International Union of Pharmacology. LVI. Ghrelin receptor nomenclature, distribution, and function. Pharmacol. Rev. 57, 541–546 (2005).
Goodman, M. N., Lowell, B., Belur, E. & Ruderman, N. B. Sites of protein conservation and loss during starvation: Influence of adiposity. Am. J. Physiol. 246, E383–E390 (1984).
Prezant, D. J. et al. Effects of long-term continuous respiratory resistive loading on rat diaphragm function and structure. J. Appl. Physiol. 74, 1212–1219 (1993).
Fischer, A. W. et al. Leptin raises defended body temperature without activating thermogenesis. Cell Rep. 14, 1621–1631 (2016).
Tschöp, M. H. A guide to analysis of mouse energy metabolism. Nat. Methods 9, 57–63 (2011).
Zakynthinos, S. & Roussos, C. Oxygen cost of breathing. in (Gutierrez, G. & Vincent, J. eds.) Update in Intensive Care and Emergency Medicine. Tissue Oxygen Utilization. 171–184 (Springer, 1991).
Tarasiuk, A. & Segev, Y. Abnormal growth and feeding behavior in upper airway obstruction in rats. Front. Endocrinol. (Lausanne) 4(9), 298 (2018).
Bergmann, B. M. et al. Sleep deprivation in the rat: V. Energy use and mediation. Sleep 12, 31–41 (1989).
Everson, C. A. & Szabo, A. Recurrent restriction of sleep and inadequate recuperation induce both adaptive changes and pathological outcomes. Am. J. Physiol. Regul. Integr. Comp. Physiol. 297, R1430-1440 (2009).
Fekete, K. et al. Resting energy expenditure in OSAS: The impact of a single CPAP application. Sleep Breath 20, 121–128 (2016).
Ryan, C. F., Love, L. L. & Buckley, P. A. Energy expenditure in obstructive sleep apnea. Sleep 18, 180–187 (1995).
de Jonge, L. et al. NIDDK Sleep Extension Study Group. Poor sleep quality and sleep apnea are associated with higher resting energy expenditure in obese individuals with short sleep duration. J. Clin. Endocrinol. Metab. 297, 2881–2889 (2012).
Kezirian, E. J. et al. Resting energy expenditure in adults with sleep disordered breathing. Arch. Otolaryngol. Head Neck Surg. 134, 1270–1275 (2008).
Marcus, C. L. et al. Determinants of growth in children with OSAS. J. Pediatr. 125, 556–562 (1994).
Tal, A. Obstructive sleep apnea syndrome: Pathophysiology and clinical characteristics. In Principles and Practice of Pediatric Sleep Medicine (eds Stephen, H. et al.) 215–220 (Elsevier, 2014).
Acknowledgements
This study was supported by the Israel Science Foundation Grant No. 164/2018. We thank Eden Arazi, PhD, for her excellent technical assistance.
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M.H.A., Y.S., and A.T. conceived and designed the experiments; H.N., E.A., M.H.A., and A.T. performed most of the studies; H.N., E.A., M.H.A., Y.S., and A.T. analyzed the data; A.T. and Y.S. wrote the final version and recruited funds. All authors reviewed the manuscript.
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Segev, Y., Nujedat, H., Arazi, E. et al. Changes in energy metabolism and respiration in different tracheal narrowing in rats. Sci Rep 11, 19166 (2021). https://doi.org/10.1038/s41598-021-98799-8
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DOI: https://doi.org/10.1038/s41598-021-98799-8
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