Association between Hepatic Steatosis and Obstructive Sleep Apnea in Children and Adolescents with Obesity
Abstract
:1. Introduction
2. Materials and Methods
2.1. Cardio-Respiratory Polysomnography (PSG)
2.2. Hepatic Ultrasound
2.3. Biochemical Measurements
2.4. Statistics
3. Results
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Morandi, A.; Di Sessa, A.; Zusi, C.; Umano, G.R.; El Mazloum, D.; Fornari, E.; Del Giudice, E.M.; Targher, G.; Maffeis, C. Nonalcoholic Fatty Liver Disease and Estimated Insulin Resistance in Obese Youth: A Mendelian Randomization Analysis. J. Clin. Endocrinol. Metab. 2020, 105, e4046–e4054. [Google Scholar] [CrossRef] [PubMed]
- Bhatt, S.P.; Guleria, R.; Kabra, S.K. Metabolic alterations and systemic inflammation in overweight/obese children with obstructive sleep apnea. PLoS ONE 2021, 16, e0252353. [Google Scholar] [CrossRef] [PubMed]
- Di Bonito, P.; Pacifico, L.; Licenziati, M.R.; Maffeis, C.; Morandi, A.; Manco, M.; del Giudice, E.M.; Di Sessa, A.; Campana, G.; Moio, N.; et al. Elevated blood pressure, cardiometabolic risk and target organ damage in youth with overweight and obesity. Nutr. Metab. Cardiovasc. Dis. 2020, 30, 1840–1847. [Google Scholar] [CrossRef]
- Marzuillo, P.; Del Giudice, E.M.; Santoro, N. Pediatric fatty liver disease: Role of ethnicity and genetics. World J. Gastroenterol. 2014, 20, 7347–7355. [Google Scholar] [CrossRef]
- D’Adamo, E.; Cali, A.M.; Weiss, R.; Santoro, N.; Pierpont, B.; Northrup, V.; Caprio, S. Central Role of Fatty Liver in the Pathogenesis of Insulin Resistance in Obese Adolescents. Diabetes Care 2010, 33, 1817–1822. [Google Scholar] [CrossRef] [Green Version]
- Cali, A.M.; De Oliveira, A.M.; Kim, H.; Chen, S.; Reyes-Mugica, M.; Escalera, S.; Dziura, J.; Taksali, S.E.; Kursawe, R.; Shaw, M.; et al. Glucose dysregulation and hepatic steatosis in obese adolescents: Is there a link? Hepatology 2009, 49, 1896–1903. [Google Scholar] [CrossRef] [Green Version]
- Eslam, M.; Alkhouri, N.; Vajro, P.; Baumann, U.; Weiss, R.; Socha, P.; Marcus, C.; Lee, W.S.; Kelly, D.; Porta, G.; et al. Defining paediatric metabolic (dysfunction)-associated fatty liver disease: An international expert consensus statement. Lancet Gastroenterol. Hepatol. 2021, 6, 864–873. [Google Scholar] [CrossRef]
- Ramírez-Mejía, M.M.; Díaz-Orozco, L.E.; Barranco-Fragoso, B.; Méndez-Sánchez, N. A Review of the Increasing Prevalence of Metabolic-Associated Fatty Liver Disease (MAFLD) in Children and Adolescents Worldwide and in Mexico and the Implications for Public Health. Med. Sci. Monit. 2021, 27, e934134-1–e934134-9. [Google Scholar] [CrossRef]
- Di Sessa, A.; Guarino, S.; Umano, G.; Arenella, M.; Alfiero, S.; Quaranta, G.; del Giudice, E.M.; Marzuillo, P. MAFLD in Obese Children: A Challenging Definition. Children 2021, 8, 247. [Google Scholar] [CrossRef] [PubMed]
- Musso, G.; Olivetti, C.; Cassader, M.; Gambino, R. Obstructive Sleep Apnea-Hypopnea Syndrome and Nonalcoholic Fatty Liver Disease: Emerging Evidence and Mechanisms. Semin. Liver Dis. 2012, 32, 49–64. [Google Scholar] [CrossRef]
- Almendros, I.; Basoglu, Ö.K.; Conde, S.V.; Liguori, C.; Saaresranta, T. Metabolic dysfunction in OSA: Is there something new under the sun? J. Sleep Res. 2021, e13418. [Google Scholar] [CrossRef]
- Bachrach, K.; Danis, I.D.O., 3rd; Cohen, M.B.; Levi, J.R. The Relationship Between Obstructive Sleep Apnea and Pediatric Obesity: A Nationwide Analysis. Ann. Otol. Rhinol. Laryngol. 2021. [Google Scholar] [CrossRef]
- Tauman, R.; Gozal, D. Obesity and obstructive sleep apnea in children. Paediatr. Respir. Rev. 2006, 7, 247–259. [Google Scholar] [CrossRef]
- Gozal, L.; Capdevila, O.S.; Kheirandish, E.; Gozal, D. Elevated Serum Aminotransferase Levels in Children at Risk for Obstructive Sleep Apnea. Chest 2008, 133, 92–99. [Google Scholar] [CrossRef]
- Mirrakhimov, A.E.; Polotsky, V.Y. Obstructive Sleep Apnea and Non-Alcoholic Fatty Liver Disease: Is the Liver Another Target? Front. Neurol. 2012, 3, 149. [Google Scholar] [CrossRef] [Green Version]
- Aron-Wisnewsky, J.; Minville, C.; Tordjman, J.; Lévy, P.; Bouillot, J.-L.; Basdevant, A.; Bedossa, P.; Clément, K.; Pépin, J.-L. Chronic intermittent hypoxia is a major trigger for non-alcoholic fatty liver disease in morbid obese. J. Hepatol. 2012, 56, 225–233. [Google Scholar] [CrossRef] [PubMed]
- Savransky, V.; Nanayakkara, A.; Vivero, A.; Li, J.; Bevans, S.; Smith, P.L.; Torbenson, M.S.; Polotsky, V.Y. Chronic intermittent hypoxia predisposes to liver injury. Hepatology 2007, 45, 1007–1013. [Google Scholar] [CrossRef] [PubMed]
- Savransky, V.; Bevans, S.; Nanayakkara, A.; Li, J.; Smith, P.L.; Torbenson, M.S.; Polotsky, V.Y. Chronic intermittent hypoxia causes hepatitis in a mouse model of diet-induced fatty liver. Am. J. Physiol.-Gastrointest. Liver Physiol. 2007, 293, G871–G877. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mooli, R.G.R.; Rodriguez, J.; Takahashi, S.; Solanki, S.; Gonzalez, F.J.; Ramakrishnan, S.K.; Shah, Y.M. Hypoxia via ERK Signaling Inhibits Hepatic PPARα to Promote Fatty Liver. Cell. Mol. Gastroenterol. Hepatol. 2021, 12, 585–597. [Google Scholar] [CrossRef] [PubMed]
- Carotenuto, M.; Bruni, O.; Santoro, N.; del Giudice, E.M.; Perrone, L.; Pascotto, A. Waist circumference predicts the occurrence of sleep-disordered breathing in obese children and adolescents: A questionnaire-based study. Sleep Med. 2006, 7, 357–361. [Google Scholar] [CrossRef]
- Cacciari, E.; Milani, S.; Balsamo, A.; Dammacco, F.; De Luca, F.; Chiarelli, F.; Pasquino, A.; Tonini, G.; Vanelli, M.; Cicognani, A. Italian cross-sectional growth charts for height, weight and BMI (6–20 y). Eur. J. Clin. Nutr. 2002, 56, 171–180. [Google Scholar] [CrossRef] [Green Version]
- Marzuillo, P.; Grandone, A.; Perrone, L.; del Giudice, E.M. Weight loss allows the dissection of the interaction between abdominal fat and PNPLA3 (adiponutrin) in the liver damage of obese children. J. Hepatol. 2013, 59, 1143–1144. [Google Scholar] [CrossRef] [Green Version]
- Carotenuto, M.; Esposito, M.; Pascotto, A. Facial patterns and primary nocturnal enuresis in children. Sleep Breath. 2011, 15, 221–227. [Google Scholar] [CrossRef]
- Carotenuto, M.; Santoro, N.; Grandone, A.; Pascotto, C.; Perrone, L.; Del Giudice, E.M. The insulin gene variable number of tandem repeats (INS VNTR) genotype and sleep disordered breathing in childhood obesity. J. Endocrinol. Investig. 2009, 32, 752–755. [Google Scholar] [CrossRef] [PubMed]
- Redline, S.; Budhiraja, R.; Kapur, V.; Marcus, C.L.; Mateika, J.H.; Mehra, R.; Parthasarthy, S.; Somers, V.K.; Strohl, K.P.; Gozal, D.; et al. The Scoring of Respiratory Events in Sleep: Reliability and Validity. J. Clin. Sleep Med. 2007, 3, 169–200. [Google Scholar] [CrossRef] [PubMed]
- Berry, R.B.; Brooks, R.; Gamaldo, C.; Harding, S.M.; Lloyd, R.M.; Quan, S.F.; Troester, M.T.; Vaughn, B.V. AASM Scoring Manual Updates for 2017 (Version 2.4). J. Clin. Sleep Med. 2017, 13, 665–666. [Google Scholar] [CrossRef] [PubMed]
- Kim, S.H.; Lee, J.M.; Kim, J.H.; Kim, K.G.; Han, J.K.; Lee, K.H.; Park, S.H.; Yi, N.-J.; Suh, K.-S.; An, S.K.; et al. Appropriateness of a Donor Liver with Respect to Macrosteatosis: Application of Artificial Neural Networks to US Images—Initial Experience. Radiology 2005, 234, 793–803. [Google Scholar] [CrossRef] [PubMed]
- Grandone, A.; Cozzolino, D.; Marzuillo, P.; Cirillo, G.; Di Sessa, A.; Ruggiero, L.; Di Palma, M.R.; Perrone, L.; Del Giudice, E.M. TM6SF2Glu167Lys polymorphism is associated with low levels of LDL-cholesterol and increased liver injury in obese children. Pediatr. Obes. 2015, 11, 115–119. [Google Scholar] [CrossRef]
- Marzuillo, P.; Grandone, A.; Conte, M.; Capuano, F.; Cirillo, G.; Di Sessa, A.; Umano, G.R.; Romano, R.; Perrone, L.; del Giudice, E.M. Novel Association Between a Nonsynonymous Variant (R270H) of the G-Protein–Coupled Receptor 120 and Liver Injury in Children and Adolescents with Obesity. J. Pediatr. Gastroenterol. Nutr. 2014, 59, 472–475. [Google Scholar] [CrossRef]
- Li, J.; Grigoryev, D.N.; Ye, S.Q.; Thorne, L.; Schwartz, A.R.; Smith, P.L.; O’Donnell, C.P.; Polotsky, V.Y. Chronic intermittent hypoxia upregulates genes of lipid biosynthesis in obese mice. J. Appl. Physiol. 2005, 99, 1643–1648. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Drager, L.F.; Li, J.; Reinke, C.; Bevans-Fonti, S.; Jun, J.C.; Polotsky, V.Y. Intermittent Hypoxia Exacerbates Metabolic Effects of Diet-Induced Obesity. Obesity 2011, 19, 2167–2174. [Google Scholar] [CrossRef] [PubMed]
- Ruhl, C.E.; Everhart, J.E. Diurnal Variation in Serum Alanine Aminotransferase Activity in the US Population. J. Clin. Gastroenterol. 2013, 47, 165–173. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ruhl, C.E.; Everhart, J.E. Trunk Fat Is Associated with Increased Serum Levels of Alanine Aminotransferase in the United States. Gastroenterology 2010, 138, 1346–1356.e3. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shannon, A.; Alkhouri, N.; Carter-Kent, C.; Monti, L.; De Vito, R.; Lopez, R.; Feldstein, A.E.; Nobili, V. Ultrasonographic Quantitative Estimation of Hepatic Steatosis in Children with NAFLD. J. Pediatr. Gastroenterol. Nutr. 2011, 53, 190–195. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Hepatic Steatosis Degree | p-Value | ||||
---|---|---|---|---|---|
0 | 1 | 2 | 3 | ||
N | 84 | 43 | 14 | 12 | |
Age (years) | 10.25 ± 2.77 | 11.07 ± 2.42 | 9.31 ± 1.71 | 11.91 ± 2.91 | 0.03 |
Gender (M/F) | 47/37 | 28/15 | 8/6 | 6/6 | 0.71 |
BMI-SDS | 5.26 ± 1.85 | 5.88 ± 1.96 | 6.07 ± 1.97 | 7.14 ± 2.99 | 0.01 |
Waist (cm) | 88.59 ± 9.31 | 94.02 ± 11.07 | 90.36 ± 13.06 | 105.08 ± 11.84 | <0.0001 |
Glucose, Triglycerides and liver function | |||||
Glucose (mg/dL) | 83.52 ± 6.73 | 82.46 ± 7.48 | 81.93 ± 8.85 | 83.75 ± 11.75 | 0.80 |
Insulin (uU/L) | 24.50 ± 13.53 | 31.08 ± 20.56 | 16.93 ± 7.52 | 37.61 ± 15.02 | 0.001 |
HOMA-IR | 5.08 ± 2.87 | 6.36 ± 4.22 | 3.53 ± 1.80 | 8.01 ± 3.76 | 0.003 |
Triglycerides (mg/dL) | 85.15 ± 42.06 | 91.53 ± 28.38 | 99.43 ± 42.94 | 99.08 ± 35.56 | 0.13 |
ALT (UI/L) | 31.00 ± 18.79 | 37.26 ± 31.78 | 65.5 ± 55.25 | 55.58 ± 19.89 | <0.0001 |
AST (UI/L) | 26.12 ± 10.79 | 26.36 ± 10.18 | 38.5 ± 21.65 | 27.75 ± 6.00 | 0.004 |
Polysomnography derived measures | |||||
AHI (episodes/h) | 6.26 ± 5.35 | 7.68 ± 2.12 | 11.3 ± 1.56 | 17.4 ± 10.5 | <0.0001 |
ODI (episodes/h) | 4.44 ± 2.53 | 4.81 ± 2.54 | 6.73 ± 3.01 | 7.35 ± 5.08 | 0.0004 |
Mean SpO2 | 96.4 ± 1.67 | 97.2 ± 1.63 | 97.2 ± 1.60 | 96.4 ± 0.71 | 0.07 |
Nadir SpO2 | 91.5 ± 2.90 | 90.9 ± 2.40 | 92.1 ± 2.35 | 90.6 ± 2.29 | 0.35 |
mdes SpO2% | 5.54 ± 1.38 | 6.97 ± 1.41 | 6.77 ± 1.41 | 6.16 ± 1.43 | <0.0001 |
Hepatic Steatosis Severity | Main Effect of | Estimate | Standard Error | p-Value |
---|---|---|---|---|
mild | AHI | 5.20 | 1.40 | 2.02 × 10−4 |
sex | −0.59 | 0.44 | 0.179 | |
age | −0.14 | 0.15 | 0.928 | |
BMI | 0.06 | 0.17 | 0.728 | |
Waist | 0.05 | 0.04 | 0.177 | |
HOMA-IR | 0.459 | 0.884 | 0.603 | |
ALT | −0.68 | 0.85 | 0.419 | |
moderate | AHI | 14.32 | 3.54 | 5.13 × 10−5 |
sex | 0.02 | 0.80 | 0.975 | |
age | −0.24 | 0.35 | 0.499 | |
BMI | 0.16 | 0.34 | 0.641 | |
Waist | 0.02 | 0.08 | 0.761 | |
HOMA-IR | −7.573 | 2.890 | 0.009 | |
ALT | 3.68 | 1.94 | 0.058 | |
severe | AHI | 19.48 | 4.45 | 1.20 × 10−5 |
sex | 0.27 | 1.02 | 0.792 | |
age | −0.31 | 0.46 | 0.499 | |
BMI | −0.24 | 0.51 | 0.634 | |
Waist | 0.19 | 0.13 | 0.144 | |
HOMA-IR | −3.639 | 3.960 | 0.35 | |
ALT | 4.30 | 2.56 | 0.094 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Carotenuto, M.; Di Sessa, A.; Esposito, M.; Grandone, A.; Marzuillo, P.; Bitetti, I.; Umano, G.R.; Precenzano, F.; Miraglia del Giudice, E.; Santoro, N. Association between Hepatic Steatosis and Obstructive Sleep Apnea in Children and Adolescents with Obesity. Children 2021, 8, 984. https://doi.org/10.3390/children8110984
Carotenuto M, Di Sessa A, Esposito M, Grandone A, Marzuillo P, Bitetti I, Umano GR, Precenzano F, Miraglia del Giudice E, Santoro N. Association between Hepatic Steatosis and Obstructive Sleep Apnea in Children and Adolescents with Obesity. Children. 2021; 8(11):984. https://doi.org/10.3390/children8110984
Chicago/Turabian StyleCarotenuto, Marco, Anna Di Sessa, Maria Esposito, Anna Grandone, Pierluigi Marzuillo, Ilaria Bitetti, Giuseppina Rosaria Umano, Francesco Precenzano, Emanuele Miraglia del Giudice, and Nicola Santoro. 2021. "Association between Hepatic Steatosis and Obstructive Sleep Apnea in Children and Adolescents with Obesity" Children 8, no. 11: 984. https://doi.org/10.3390/children8110984
APA StyleCarotenuto, M., Di Sessa, A., Esposito, M., Grandone, A., Marzuillo, P., Bitetti, I., Umano, G. R., Precenzano, F., Miraglia del Giudice, E., & Santoro, N. (2021). Association between Hepatic Steatosis and Obstructive Sleep Apnea in Children and Adolescents with Obesity. Children, 8(11), 984. https://doi.org/10.3390/children8110984