Evaluation of the Relationship Between Orexin A, Peptide YY, AgRP, and POMC Levels and Sleep Disorders in Children with Malnutrition
Abstract
1. Introduction
2. Materials and Methods
2.1. Participants and Procedures
2.2. Diagnosis and Symptom Evaluation
2.3. Collection of Blood Samples
2.4. Statistics
3. Results
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AgRP | Agouti-related protein |
| APC | Article Processing Charge |
| ARC | Arcuate nucleus |
| BMI | Body Mass Index |
| CEBQ | Children’s Eating Behaviour Questionnaire |
| CI | Confidence Interval |
| CRediT | Contributor Roles Taxonomy |
| CSF | Cerebrospinal fluid |
| CSHQ | Children’s Sleep Habits Questionnaire |
| ELISA | Enzyme-Linked Immunosorbent Assay |
| GABA | Gamma-Aminobutyric Acid |
| Hb/Hgb | Hemoglobin |
| HPA axis | Hypothalamic–Pituitary–Adrenal axis |
| LLR | Log-Likelihood Ratio |
| MC3R/MC4R | Melanocortin receptor ¾ |
| MSH | Melanocyte-Stimulating Hormone |
| NPY | Neuropeptide Y |
| POMC | Proopiomelanocortin |
| PYY | Peptide YY |
| R2 | (Pseudo) R-squared |
| REM | Rapid Eye Movement |
| SDS | Standard Deviation Score |
| SE | Standard Error |
| SPSS | Statistical Package for the Social Sciences |
| TD | Typically Developing |
| WHO | World Health Organization |
References
- Sakurai, T. The neural circuit of orexin (hypocretin): Maintaining sleep and wakefulness. Nat. Rev. Neurosci. 2007, 8, 171–181. [Google Scholar] [CrossRef] [PubMed]
- Taheri, S.; Lin, L.; Austin, D.; Young, T.; Mignot, E. Short sleep duration is associated with reduced leptin, elevated ghrelin, and increased body mass index. PLoS Med. 2004, 1, e62. [Google Scholar] [CrossRef] [PubMed]
- Pollack, M.M.; Ruttimann, U.E.; Wiley, J.S. Nutritional depletions in critically ill children: Associations with physiologic instability and increased quantity of care. JPEN J. Parenter. Enteral Nutr. 1985, 9, 309–313. [Google Scholar] [CrossRef] [PubMed]
- UNICEF. Malnutrition Rates Remain Alarming: Stunting Is Declining Too Slowly While Wasting Still Impacts the Lives of Far Too Many Young Children; UNICEF: New York, NY, USA, 2018. [Google Scholar]
- Burt, J.; Alberto, C.O.; Parsons, M.P.; Hirasawa, M. Local network regulation of orexin neurons in the lateral hypothalamus. Am. J. Physiol. Regul. Integr. Comp. Physiol. 2011, 301, R572–R580. [Google Scholar] [CrossRef]
- Toor, B.; Ray, L.B.; Pozzobon, A.; Fogel, S.M. Sleep, orexin and cognition. In The Orexin System: Basic Science and Role in Sleep Pathology; Karger Publishers: Basel, Switzerland, 2021; Volume 45, pp. 38–51. [Google Scholar]
- O’Brien, L.M. Sleep-related breathing disorder, cognitive functioning, and behavioral-psychiatric syndromes in children. Sleep Med. Clin. 2015, 10, 169–179. [Google Scholar] [CrossRef]
- Owens, J. Classification and epidemiology of childhood sleep disorders. In Principles and Practice of Pediatric Sleep Medicine; Elsevier Science: Orlando, FL, USA, 2007; Volume 3. [Google Scholar]
- Blackmer, A.B.; Feinstein, J.A. Management of sleep disorders in children with neurodevelopmental disorders: A review. Pharmacotherapy 2016, 36, 84–98. [Google Scholar] [CrossRef]
- Stanley, S.; Wynne, K.; McGowan, B.; Bloom, S. Hormonal regulation of food intake. Physiol. Rev. 2005, 85, 1131–1158. [Google Scholar] [CrossRef]
- Sohn, J.-W. Network of hypothalamic neurons that control appetite. BMB Rep. 2015, 48, 229–233. [Google Scholar] [CrossRef]
- Barsh, G.S.; Schwartz, M.W. Genetic approaches to studying energy balance: Perception and integration. Nat. Rev. Genet. 2002, 3, 589–600. [Google Scholar] [CrossRef]
- Rostás, I.; Füredi, N.; Tenk, J.; Mikó, A.; Solymár, M.; Soós, S.; Székely, M.; Pétervári, E.; Balaskó, M. Age-related alterations in the central thermoregulatory responsiveness to α-MSH. J. Therm. Biol. 2015, 49, 9–15. [Google Scholar] [CrossRef]
- Jensen, R.T.; Wank, S.A.; Rowley, W.H.; Sato, S.; Gardner, J.D. Interaction of CCK with pancreatic acinar cells. Trends Pharmacol. Sci. 1989, 10, 418–423. [Google Scholar] [CrossRef] [PubMed]
- Sun, Y.; Tisdale, R.K.; Kilduff, T.S. Hypocretin/orexin receptor pharmacology and sleep phases. In The Orexin System: Basic Science and Role in Sleep Pathology; Karger Publishers: Basel, Switzerland, 2021; Volume 45, pp. 22–37. [Google Scholar]
- Mogavero, M.P.; Godos, J.; Grosso, G.; Caraci, F.; Ferri, R. Rethinking the role of orexin in the regulation of REM sleep and appetite. Nutrients 2023, 15, 3679. [Google Scholar] [CrossRef] [PubMed]
- Bouâouda, H.; Jha, P.K. Orexin and MCH neurons: Regulators of sleep and metabolism. Front. Neurosci. 2023, 17, 1230428. [Google Scholar] [CrossRef] [PubMed]
- Liu, S.; Wang, X.; Zheng, Q.; Gao, L.; Sun, Q. Sleep deprivation and central appetite regulation. Nutrients 2022, 14, 5196. [Google Scholar] [CrossRef] [PubMed]
- Akhlaghi, M.; Kohanmoo, A. Sleep deprivation in development of obesity: Effects on appetite regulation, energy metabolism, and dietary choices. Nutr. Res. Rev. 2023, 38, 4–24. [Google Scholar] [CrossRef]
- Wardle, J.; Guthrie, C.A.; Sanderson, S.; Rapoport, L. Development of the children’s eating behaviour questionnaire. J. Child Psychol. Psychiatry 2001, 42, 963–970. [Google Scholar] [CrossRef]
- Yilmaz, R.; Esmeray, H.; Erkorkmaz, U. Turkish adaptation of the Children’s Eating Behaviour Questionnaire. Anatol. J. Psychiatry 2011, 12, 4. [Google Scholar]
- Fis, N.P.; Arman, A.; Ay, P.; Topuzoglu, A.; Guler, A.S.; Gokce Imren, S.; İmren, S.G.; Ersu, R.; Berkem, M. Validity and reliability of the Turkish version of the Children’s Sleep Habits Questionnaire. Alpha J. Psychiatry 2010, 11, 151–160. [Google Scholar]
- Sattar, R.; Wang, S.; Muqadas, M.; Ashraf, M.F.; Tahir, M. Qualitative and quantitative approaches to study adoption of sustainable agricultural practices: A research-note on mixed method approach. Int. J. Agric. Ext. Rural Dev. 2017, 5, 539–544. [Google Scholar]
- Cohen, J. Statistical Power Analysis for the Behavioral Sciences; Routledge: New York, NY, USA, 2013. [Google Scholar]
- Jeong, J.Y.; Lee, D.H.; Kang, S.S. Effects of chronic restraint stress on body weight, food intake, and hypothalamic gene expressions in mice. Endocrinol. Metab. 2013, 28, 288. [Google Scholar] [CrossRef]
- Edwards, C.M.; Abusnana, S.; Sunter, D.; Murphy, K.G.; Ghatei, M.A.; Bloom, S.R. The effect of the orexins on food intake: Comparison with neuropeptide Y, melanin-concentrating hormone and galanin. J. Endocrinol. 1999, 160, R7–R12. [Google Scholar] [CrossRef]
- Kuru, M.; Ueta, Y.; Serino, R.; Nakazato, M.; Yamamoto, Y.; Shibuya, I.; Yamashita, H. Centrally administered orexin/hypocretin activates HPA axis in rats. NeuroReport 2000, 11, 1977–1980. [Google Scholar] [CrossRef]
- Tsujino, N.; Sakurai, T. Role of orexin in modulating arousal, feeding, and motivation. Front. Behav. Neurosci. 2013, 7, 28. [Google Scholar] [CrossRef] [PubMed]
- Barson, J.R.; Leibowitz, S.F. Orexin/hypocretin system: Role in food and drug overconsumption. Int. Rev. Neurobiol. 2017, 136, 199–237. [Google Scholar] [PubMed]
- Martins, P.J.F.; Marques, M.S.; Tufik, S.; D’Almeida, V. Orexin activation precedes increased NPY expression, hyperphagia, and metabolic changes in response to sleep deprivation. Am. J. Physiol. Endocrinol. Metab. 2010, 298, E726–E734. [Google Scholar] [CrossRef] [PubMed]
- Matricciani, L.; Olds, T.; Petkov, J. In search of lost sleep: Secular trends in the sleep time of school-aged children and adolescents. Sleep Med. Rev. 2012, 16, 203–211. [Google Scholar] [CrossRef]
- Gürbüzer, N.; Ceyhun, H.A.; Öztürk, N.; Kasali, K. The relationship between eating-attitudes and clinical characteristics, Agouti-related peptide, and other biochemical markers in adult-attention deficit hyperactivity disorder. J. Atten. Disord. 2023, 27, 394–409. [Google Scholar] [CrossRef]
- Vohra, M.S.; Benchoula, K.; Serpell, C.J.; Hwa, W.E. AgRP/NPY and POMC neurons in the arcuate nucleus and their potential role in treatment of obesity. Eur. J. Pharmacol. 2022, 915, 174611. [Google Scholar] [CrossRef]
- Fekete, C.; Sarkar, S.; Rand, W.M.; Harney, J.W.; Emerson, C.H.; Bianco, A.C.; Lechan, R.M. Agouti-related protein (AGRP) has a central inhibitory action on the hypothalamic-pituitary-thyroid (HPT) axis. Endocrinology 2002, 143, 3846–3853. [Google Scholar] [CrossRef][Green Version]
- Wu, Q.; Boyle, M.P.; Palmiter, R.D. Loss of GABAergic signaling by AgRP neurons to the parabrachial nucleus leads to starvation. Cell 2009, 137, 1225–1234. [Google Scholar] [CrossRef]
- Aponte, Y.; Atasoy, D.; Sternson, S.M. AGRP neurons are sufficient to orchestrate feeding behavior rapidly and without training. Nat. Neurosci. 2011, 14, 351–355. [Google Scholar] [CrossRef]
- Varela, L.; Horvath, T.L. Leptin and insulin pathways in POMC and AgRP neurons that modulate energy balance and glucose homeostasis. Nat. Rev. Neurosci. 2012, 13, 1079–1086. [Google Scholar] [CrossRef] [PubMed]
- Millington, G.W. The role of proopiomelanocortin (POMC) neurones in feeding behaviour. Nutr. Metab. 2007, 4, 17. [Google Scholar] [CrossRef] [PubMed]
- Balthasar, N.; Coppari, R.; McMinn, J.; Liu, S.M.; Lee, C.E.; Tang, V.; Kenny, C.D.; McGovern, R.A.; Chua, S.C.; Elmquist, J.K.; et al. Leptin receptor signaling in POMC neurons is required for normal body weight homeostasis. Neuron 2004, 42, 983–991. [Google Scholar] [CrossRef] [PubMed]
- Pritchard, L.; Turnbull, A.; White, A. Pro-opiomelanocortin processing in the hypothalamus: Impact on melanocortin signalling and obesity. J. Endocrinol. 2002, 172, 411–421. [Google Scholar] [CrossRef]
- Cummings, D.E.; Overduin, J. Gastrointestinal regulation of food intake. J. Clin. Investig. 2007, 117, 13–23. [Google Scholar] [CrossRef]
- Batterham, R.L.; Cowley, M.A.; Small, C.J.; Herzog, H.; Cohen, M.A.; Dakin, C.L.; Wren, A.M.; Brynes, A.E.; Low, M.J.; Ghatei, M.A.; et al. Gut hormone PYY(3–36) physiologically inhibits food intake. Nature 2002, 418, 650–654. [Google Scholar] [CrossRef]
- Riediger, T.; Bothe, C.; Becskei, C.; Lutz, T.A. Peptide YY directly inhibits ghrelin-activated neurons of the arcuate nucleus and reverses fasting-induced c-Fos expression. Neuroendocrinology 2004, 79, 317–326. [Google Scholar] [CrossRef]
- Gazea, M.; Patchev, A.V.; Anderzhanova, E.; Leidmaa, E.; Pissioti, A.; Flachskamm, C.; Almeida, O.F.X.; Kimura, M. Restoring serotonergic homeostasis in the lateral hypothalamus rescues sleep disturbances induced by early-life obesity. J. Neurosci. 2018, 38, 441–451. [Google Scholar] [CrossRef]
- Ghamari-Langroudi, M.; Colmers, W.F.; Cone, R.D. PYY3–36 inhibits the action potential firing activity of POMC neurons of arcuate nucleus through postsynaptic Y2 receptors. Cell Metab. 2005, 2, 191–199. [Google Scholar] [CrossRef]
- Menon, S.; Peñalvo, J.L. Actions targeting the double burden of malnutrition: A scoping review. Nutrients 2019, 12, 81. [Google Scholar] [CrossRef]
- Ma, Z.F.; Wang, C.W.; Lee, Y.Y. Malnutrition: A cause or a consequence of poverty? Front. Public Health 2022, 9, 796435. [Google Scholar] [CrossRef]
- Nugent, R.; Levin, C.; Hale, J.; Hutchinson, B. Economic effects of the double burden of malnutrition. Lancet 2020, 395, 156–164. [Google Scholar] [CrossRef] [PubMed]
- Allison, D.B.; Baskin, M.L. Handbook of Assessment Methods for Eating Behaviors and Weight-Related Problems: Measures, Theory, and Research; Sage: Thousand Oaks, CA, USA, 2009. [Google Scholar]
- Manzano, M.A.; Strong, D.R.; Kang Sim, D.E.; Rhee, K.E.; Boutelle, K.N. Psychometric properties of the Child Eating Behavior Questionnaire (CEBQ) in school-age children with overweight and obesity: A proposed three-factor structure. Pediatr. Obes. 2021, 16, e12795. [Google Scholar] [CrossRef] [PubMed]
- Bathory, E.; Tomopoulos, S. Sleep regulation, physiology and development, sleep duration and patterns, and sleep hygiene in infants, toddlers, and preschool-age children. Curr. Probl. Pediatr. Adolesc. Health Care 2017, 47, 29–42. [Google Scholar] [CrossRef]
- Radcliffe, P.N.; Whitney, C.C.; Fagnant, H.S.; Wilson, M.A.; Finlayson, G.; Smith, T.J.; Taylor, L.; Sargent, C.; Roach, G.D.; Vincent, G.E. Severe sleep restriction suppresses appetite independent of effects on appetite-regulating hormones in healthy young men without obesity. Physiol. Behav. 2021, 237, 113438. [Google Scholar] [CrossRef]
- Morrison, S.; Jackson, R.; Haszard, J.J.; Galland, B.C.; Meredith-Jones, K.A.; Fleming, E.A.; Ward, A.L.; Elder, D.E.; Beebe, D.W.; Taylor, R.W. The effect of modest changes in sleep on dietary intake and eating behavior in children: Secondary outcomes of a randomized crossover trial. Am. J. Clin. Nutr. 2023, 117, 317–325. [Google Scholar] [CrossRef]
- Evans, D.C.; Corkins, M.R.; Malone, A.; Miller, S.; Mogensen, K.M.; Guenter, P.; Jensen, G.L.; The ASPEN Malnutrition Committee. The use of visceral proteins as nutrition markers: An ASPEN position paper. Nutr. Clin. Pract. 2021, 36, 22–28. [Google Scholar] [CrossRef]
- Nazha, B.; Moussaly, E.; Zaarour, M.; Weerasinghe, C.; Azab, B. Hypoalbuminemia in colorectal cancer prognosis: Nutritional marker or inflammatory surrogate? World J. Gastrointest. Surg. 2015, 7, 370–377. [Google Scholar] [CrossRef]
- Song, C.; Sun, H.; Wang, B.; Lu, H. Association between vitamin D status and undernutrition indices in children: A systematic review and meta-analysis of observational studies. Front. Pediatr. 2021, 9, 665749. [Google Scholar] [CrossRef]
- Liu, Z.; Jia, D.; Dai, J.; Zhou, X.; Qin, Z.; Chen, L.; Zhang, J.; Chen, G.; He, X.; Wan, R.; et al. Age-specific reference values for cerebrospinal fluid protein concentrations in children in southern China. Medicine 2019, 98, e17500. [Google Scholar] [CrossRef]


| Malnourished Children (99) | TD (85) | t/x2/z | p | D | |
|---|---|---|---|---|---|
| Age | 9.61 ± 2.99 | 10.16 ± 3.70 | −1.110 | 0.269 | 2.552 |
| Sex | 59 girls 40 boys | 54 girls 31 boys | 0.299 | 0.585 | 0.040 a |
|
Socioeconomic Status | $500 (35) $500–$1000 (51) $1000–$2000 (13) | $500 (30) $500–$1000 (44) $1000–$2000 (11) | 0.002 | 0.999 | 0.003 a |
| Age of mother | 36.37 ± 6.01 | 36.30 ± 6.45 | 0.074 | 0.941 | 0.001 |
| Mother’s highest level of education | Primary School (4) Secondary School (33) High School (36) University (16) Master’s/PhD (9) | Primary School (4) Secondary School (22) High School (35) University (15) Master’s/PhD (9) | 2.730 | 0.842 | 0.122 a |
| Age of the father | 39.67 ± 6.03 | 39.52 ± 6.41 | 0.160 | 0.873 | 0.002 |
| Father’s highest level of education | Primary School (5) Secondary School (29) High School (24) University (31) Master’s/PhD (10) | Primary School (4) Secondary School (22) High School (23) University (26) Master’s/PhD (10) | 0.501 | 0.992 | 0.052 a |
| Weight | 22.76 ± 8.04 | 26.28 ± 12.97 | −2.240 | 0.026 | 0.061 |
| Weight-p b | 1.54 ± 1.46 | 44.28 ± 28.81 | −11.560 | <0.001 | 1.260 |
| Weight SDS b | −2.36 ± 0.59 | 0.62 ± 6.90 | −11.615 | <0.001 | 0.355 |
| Height b | 124.55 ± 20.37 | 126.40 ± 27.13 | −0.435 | 0.664 | 0.518 |
| Height-p b | 7.52 ± 8.40 | 47.13 ± 28.35 | −10.197 | <0.001 | 0.448 |
| Height SDS b | −1.64 ± 0.65 | 0.02 ± 1.15 | −10.037 | <0.001 | 1.731 |
| BMI b | 13.57 ± 1.53 | 17.04 ± 3.69 | −8.343 | <0.001 | 0.122 |
| BMI P b | 4.92 ± 7.91 | 41.48 ± 30.51 | −9.742 | <0.001 | 0.129 |
| Malnourished Children (99) | TD (85) | t/x2/z | p | D | |
|---|---|---|---|---|---|
| Bedtime resistance | 11.03 ± 1.98 | 11.11 ± 1.98 | −0.297 | 0.766 | 0.004 |
| Sleep duration b | 6.85 ± 1.32 | 6.68 ± 1.25 | −0.723 | 0.470 | 0.136 |
| Sleep anxiety b | 6.02 ± 2.11 | 6.25 ± 2.05 | −0.972 | 0.331 | 0.114 |
| Night wakings | 4.21 ± 1.23 | 4.31 ± 1.22 | −0.581 | 0.562 | 0.085 |
| Parasomnias b | 9.05 ± 2.37 | 9.37 ± 2.55 | −0.991 | 0.322 | 0.132 |
| Sleep-disordered breathing b | 3.47 ± 0.92 | 3.47 ± 0.86 | −0.215 | 0.830 | 0.004 |
| Sleepiness during the day | 14.25 ± 2.50 | 14.50 ± 2.67 | −0.664 | 0.508 | 0.009 |
| CSHQ | 54.41 ± 6.60 | 55.24 ± 6.97 | −0.831 | 0.407 | 0.012 |
| Food Enthusiast | 9.60 ± 4.56 | 10.07 ± 4.33 | −0.705 | 0.482 | 1.933 |
| Emotional Overeating (CSHQ) b | 7.11 ± 3.49 | 7.88 ± 3.95 | −1.445 | 0.148 | 0.206 |
| Enjoying food (CSHQ) | 13.30 ± 4.33 | 13.94 ± 4.30 | −0.999 | 0.319 | 0.014 |
| Desire to Drink (CSHQ) | 8.49 ± 3.05 | 8.80 ± 2.98 | −0.682 | 0.496 | 2.809 |
| Satiety Responsiveness (CSHQ) | 22.93 ± 5.14 | 22.05 ± 5.29 | 1.142 | 0.255 | 0.016 |
| Slowness in Eating(CSHQ) | 10.66 ± 3.75 | 10.82 ± 3.50 | −0.291 | 0.771 | 0.004 |
| Emotional undereating (CSHQ) | 11.75 ± 3.41 | 11.42 ± 3.30 | 0.672 | 0.503 | 0.009 |
| Food Fussiness (CSHQ) b | 8.18 ± 4.91 | 8.16 ± 4.16 | −0.308 | 0.758 | 0.003 |
| Malnourished Children (99) | TD (85) | t/x2/z | p | D | |
|---|---|---|---|---|---|
| Hb | 12.92 ± 1.10 | 13.27 ± 1.39 | −1.890 | 0.060 | 0.027 |
| Albumin | 4.29 ± 0.41 | 4.64 ± 0.29 | −6.453 | <0.001 | 0.965 |
| Vitamin D | 15.48 ± 7.96 | 25.55 ± 10.61 | −7.336 | <0.001 | 0.177 |
| Ferritin b | 37.31 ± 21.39 | 43.48 ± 21.87 | −2.482 | 0.013 | 0.285 |
| Vitamin B12 | 413.16 ± 147.22 | 388.71 ± 122.25 | 1.213 | 0.227 | 0.180 |
| Folic acid | 8.25 ± 3.62 | 8.74 ± 3.02 | −0.999 | 0.319 | 0.148 |
| Orexin A b | 70.67 ± 135.79 | 41.66 ± 42.80 | −3.518 | <0.001 | 0.913 |
| AgRP b | 20.38 ± 29.49 | 23.46 ± 26.49 | −1.877 | 0.061 | 0.110 |
| POMC b | 0.44 ± 0.57 | 0.36 ± 0.11 | −0.809 | 0.419 | 0.188 |
| PYY b | 106.86 ± 81.94 | 84.33 ± 8.22 | −7.051 | <0.001 | 0.897 |
| Bedtime Resistance | Sleep Duration | Sleep Anxiety | Night Wakings | Parasomnias | Sleep- Disordered Breathing | Daytime Sleepiness | CSHQ | ||
|---|---|---|---|---|---|---|---|---|---|
| Orexin A | p | 0.892 | 0.889 | 0.821 | 0.904 | 0.547 | 0.427 | 0.588 | 0.080 |
| r | 0.014 | 0.014 | −0.023 | 0.012 | 0.061 | 0.081 | 0.055 | 0.177 | |
| AgRP | p | 0.866 | 0.994 | 0.437 | 0.544 | 0.704 | 0.169 | 0.127 | 0.646 |
| r | −0.017 | 0.001 | −0.079 | −0.062 | −0.039 | −0.139 | −0.154 | −0.047 | |
| POMC | p | 0.598 | 0.673 | 0.955 | 0.066 | 0.334 | 0.634 | 0.876 | 0.971 |
| r | −0.054 | 0.043 | 0.006 | 0.186 | −0.098 | −0.048 | 0.016 | −0.004 | |
| PYY | p | 0.814 | 0.690 | 0.856 | 0.381 | 0.568 | 0.840 | 0.531 | 0.474 |
| r | −0.024 | 0.041 | −0.018 | −0.089 | −0.058 | −0.021 | −0.064 | −0.073 | |
| Food Responsiveness | Emotional Overeating | Enjoyment of Food | Desire to Drink | Satiety Responsiveness | Slowness in Eating | Emotional Undereating | Food Fussiness | ||
|---|---|---|---|---|---|---|---|---|---|
| Orexin A | p | 0.638 | 0.212 | 0.704 | 0.398 | 0.612 | 0.037 | 0.239 | 0.515 |
| r | 0.048 | 0.127 | 0.039 | −0.086 | −0.052 | 0.210 | −0.119 | 0.066 | |
| AgRP | p | 0.683 | 0.602 | 0.530 | 0.308 | 0.263 | 0.367 | 0.623 | 0.815 |
| r | 0.042 | −0.053 | −0.064 | 0.103 | 0.114 | 0.092 | −0.050 | −0.024 | |
| POMC | p | 0.922 | 0.337 | 0.537 | 0.921 | 0.476 | 0.359 | 0.980 | 0.378 |
| r | 0.010 | −0.098 | −0.063 | −0.010 | 0.072 | 0.093 | −0.003 | −0.090 | |
| PYY | p | 0.691 | 0.689 | 0.267 | 0.266 | 0.169 | 0.058 | 0.966 | 0.758 |
| r | −0.040 | −0.041 | −0.113 | 0.113 | 0.139 | 0.191 | −0.004 | 0.031 | |
| Stage 1, Regression Results | Coefficient (β) | SE | Wald Statistics | p | 95% CI |
|---|---|---|---|---|---|
| Constant | 8.762 | 1.696 | 26.692 | <0.001 | 5.438, 12.087 |
| Orexin A | 0.004 | 0.004 | 1.050 | 0.286 | −0.003, 0.012 |
| AgRP | −0.003 | 0.007 | 0.196 | 0.645 | −0.016, 0.01 |
| Stage 2, Regression Results | Coefficient (β) | SE | Wald Statistics | p | 95% CI |
| Constant | −1.941 | 2.553 | 0.578 | 0.447 | −6.945, 3.062 |
| POMC | −6.366 | 2.604 | 5.977 | 0.014 | −11.47, −1.263 |
| PYY | 0.154 | 0.033 | 21.976 | <0.001 | 0.089, 0.22 |
| Stage 3, Regression Results | Coefficient (β) | SE | Wald Statistics | p | 95% CI |
| Constant | −3.411 | 2.842 | 1.440 | 0.23 | −8.981, 2.158 |
| Orexin A | 0.007 | 0.006 | 1.400 | 0.226 | −0.004, 0.019 |
| AgRP | −0.007 | 0.007 | 1.178 | 0.289 | −0.022, 0.006 |
| POMC | −6.249 | 2.577 | 5.881 | 0.015 | −11.301, −1.198 |
| PYY | 0.166 | 0.036 | 21.262 | <0.001 | 0.096, 0.236 |
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Ergani, A.C.; Tezcan, M.E.; Can, Ü.; Arslan Kılıçoğlu, E. Evaluation of the Relationship Between Orexin A, Peptide YY, AgRP, and POMC Levels and Sleep Disorders in Children with Malnutrition. Nutrients 2026, 18, 377. https://doi.org/10.3390/nu18030377
Ergani AC, Tezcan ME, Can Ü, Arslan Kılıçoğlu E. Evaluation of the Relationship Between Orexin A, Peptide YY, AgRP, and POMC Levels and Sleep Disorders in Children with Malnutrition. Nutrients. 2026; 18(3):377. https://doi.org/10.3390/nu18030377
Chicago/Turabian StyleErgani, Anna Carina, Mustafa Esad Tezcan, Ümmügülsüm Can, and Emine Arslan Kılıçoğlu. 2026. "Evaluation of the Relationship Between Orexin A, Peptide YY, AgRP, and POMC Levels and Sleep Disorders in Children with Malnutrition" Nutrients 18, no. 3: 377. https://doi.org/10.3390/nu18030377
APA StyleErgani, A. C., Tezcan, M. E., Can, Ü., & Arslan Kılıçoğlu, E. (2026). Evaluation of the Relationship Between Orexin A, Peptide YY, AgRP, and POMC Levels and Sleep Disorders in Children with Malnutrition. Nutrients, 18(3), 377. https://doi.org/10.3390/nu18030377

