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Gürbüz AA, Altun H, Tahiroğlu AY, Mert GG, Kızıldağ B, Arslan SC. Pineal gland volume in children with intellectual disability. Int J Dev Neurosci 2024; 84:963-971. [PMID: 39543936 DOI: 10.1002/jdn.10389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 09/19/2024] [Accepted: 10/09/2024] [Indexed: 11/17/2024] Open
Abstract
OBJECTIVE Pineal gland volume (PGV), which is associated with sleep and circadian rhythm, is known to be changed in some psychiatric disorders such as major depression, mood disorders and schizophrenia. This study aimed to compare the PGV of children with mild and moderate intellectual disability (ID) and healthy children. METHODS This multicentre retrospective study included 40 children with ID (patient group), aged 6-12 years and 40 age- and sex-matched healthy children (control group). The children were examined for their sociodemographic characteristics and for PGV using magnetic resonance imaging. RESULTS The PGV of the patient group was significantly larger than that of the controls (p = 0.023). There was no statistically significant difference in PGV between mild and moderate ID. A moderate and positive correlation was found between Weschler Intelligence Scale for Children-revised (WISC-R) performance score and PGV (p = 0.049, r = 0.313) only in the patient group. In the receiver operating characteristic analysis, the area under the curve was 0.648, and the sensitivity was 70.0%, and the specificity was 60.0%. CONCLUSIONS In conclusion, this study demonstrated that the increased PGV levels were associated with autism spectrum disorder (ASD) and PGV could be a risk factor in the aetiology of ID. Further research with larger sample sizes is needed to clarify this issue.
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Affiliation(s)
- Asiye Arıcı Gürbüz
- Department of Child and Adolescent Psychiatry, Dr. Ekrem Tok Mental Health Diseases and Hospital, Adana, Turkey
| | - Hatice Altun
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Kahramanmaras SutcuImam University, Kahramanmaras, Turkey
| | | | - Gülen Gül Mert
- Department of Child Neurology, Cukurova University, Adana, Turkey
| | - Betül Kızıldağ
- Department of Radiology, Kahramanmaras SutcuImam University, Kahramanmaras, Turkey
| | - Semiha Cömertoğlu Arslan
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, Kahramanmaras SutcuImam University, Kahramanmaras, Turkey
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Mishra A, Lin H, Singla R, Le N, Oraebosi M, Liu D, Cao R. Circadian desynchrony in early life leads to enduring autistic-like behavioral changes in adulthood. Commun Biol 2024; 7:1485. [PMID: 39528720 PMCID: PMC11555041 DOI: 10.1038/s42003-024-07131-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
Circadian rhythm regulates a variety of biological processes in almost all living organisms. Modern lifestyles, e.g. transmeridian travel, night shift, light at night, etc., frequently disrupt people's regular sleep-wake cycles and create a misalignment (circadian desynchrony) between the natural environment and the endogenous body clock, and between different circadian oscillators within the body. The long-term consequences of circadian desynchrony on neurodevelopment and adult behavior remain elusive. Increasing clinical evidence supports a correlation between the disruption of the circadian system and neurodevelopmental disorders, such as autism spectrum disorders. Despite clinical correlations, experimental evidence is yet to establish a link between circadian disturbance in early life and adult behavioral changes. Here, using a "short day" (SD) mouse model, in which mice were exposed to an 8 h/8 h light/dark (LD) cycle mimicking a "shift work" schedule from gestation day 1 to postnatal day 21, we performed a battery of behavioral tests to assess changes in adult behaviors, including sociability, affective behaviors, stereotypy, cognition and locomotor functions. In contrast to the control mice kept in a 12 h/12 h LD cycle, the adult SD mice entrained to the 8 h/8 h LD cycle, but their free running rhythms remained normal in constant darkness. Interestingly, however, the SD mice displayed diminished sociability, a reduced preference for social novelty, excessive repetitive behaviors, and compromised cognitive functions, all of which resemble characteristics of autism-like behavioral alterations. In addition, the SD mice exhibited significant anxiety- and depressive-like behaviors and impaired motor functions. By western blotting and immunostaining analyses, hyperactivation of the mTORC1/S6K1 pathway was detected in multiple forebrain regions of SD mice. These findings underscore the enduring impact of early-life circadian disruption on neurochemical signaling and behavioral patterns into adulthood, highlighting a pivotal role for circadian regulation in neurodevelopment.
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Affiliation(s)
- Abhishek Mishra
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA
| | - Hao Lin
- Department of Neuroscience and Cell Biology, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
| | - Rubal Singla
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA
| | - Nam Le
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA
| | - Michael Oraebosi
- Department of Neuroscience and Cell Biology, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA
| | - Dong Liu
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA
- Spencer Center for Vision Research, Department of Ophthalmology, Byers Eye Institute at Stanford University School of Medicine, Palo Alto, CA, 94304, USA
| | - Ruifeng Cao
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA.
- Department of Neuroscience and Cell Biology, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA.
- Department of Neurology, Robert Wood Johnson Medical School, Rutgers University, Piscataway, NJ, USA.
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3
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Petti T, Gupta M, Fradkin Y, Gupta N. Management of sleep disorders in autism spectrum disorder with co-occurring attention-deficit hyperactivity disorder: update for clinicians. BJPsych Open 2023; 10:e11. [PMID: 38088185 PMCID: PMC10755553 DOI: 10.1192/bjo.2023.589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 08/24/2023] [Accepted: 09/01/2023] [Indexed: 12/31/2023] Open
Abstract
AIMS To update and examine available literature germane to the recognition, assessment and treatment of comorbid autism spectrum disorder (ASD), attention-deficit hyperactivity disorder (ADHD) and sleep disruption, with a predominant focus on children, adolescents and emerging adults. BACKGROUND Considerable overlaps exist among ASD, ADHD and sleep disruption. Literature and guidance for clinicians, administrators, policy makers and families have been limited, as such deliberations were rarely considered until 2013. METHOD This narrative review of the literature addressing sleep disruption issues among those with ASD, ADHD and comorbid ASD and ADHD involved searching multiple databases and use of reverse citations up to the end of September 2022. Emphasis is placed on secondary sources and relevant data for clinical practice. RESULTS Complex clinical presentations of ASD/ADHD/sleep disruption are frequently encountered in clinical practice. Prior to 2013, prevalence, clinical presentation, pathophysiology, prognosis, other sleep-related factors and interventions were determined separately for each disorder, often with overlapping objective and subjective methods employed in the process. High percentages of ADHD and ASD patients have both disorders and sleep disruption. Here, the extant literature is integrated to provide a multidimensional understanding of the relevant issues and insights, allowing enhanced awareness and better care of this complex clinical population. Database limitations are considered. CONCLUSIONS Assessment of ASD symptomatology in youth with ADHD, and the reverse, in cases with disrupted sleep is critical to address the special challenges for case formulation and treatment. Evidence-based approaches to treatment planning and multi-treatment modalities should consider combining psychosocial and biological interventions to address the complexities of each case.
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Affiliation(s)
- Theodore Petti
- Rutgers University-Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
| | - Mayank Gupta
- Southwood Psychiatric Hospital, Pittsburgh, Pennsylvania, USA
| | - Yuli Fradkin
- Rutgers University-Robert Wood Johnson Medical School, Piscataway, New Jersey, USA
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4
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Maurer JJ, Choi A, An I, Sathi N, Chung S. Sleep disturbances in autism spectrum disorder: Animal models, neural mechanisms, and therapeutics. Neurobiol Sleep Circadian Rhythms 2023; 14:100095. [PMID: 37188242 PMCID: PMC10176270 DOI: 10.1016/j.nbscr.2023.100095] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/16/2023] [Accepted: 04/08/2023] [Indexed: 05/17/2023] Open
Abstract
Sleep is crucial for brain development. Sleep disturbances are prevalent in children with autism spectrum disorder (ASD). Strikingly, these sleep problems are positively correlated with the severity of ASD core symptoms such as deficits in social skills and stereotypic behavior, indicating that sleep problems and the behavioral characteristics of ASD may be related. In this review, we will discuss sleep disturbances in children with ASD and highlight mouse models to study sleep disturbances and behavioral phenotypes in ASD. In addition, we will review neuromodulators controlling sleep and wakefulness and how these neuromodulatory systems are disrupted in animal models and patients with ASD. Lastly, we will address how the therapeutic interventions for patients with ASD improve various aspects of sleep. Together, gaining mechanistic insights into the neural mechanisms underlying sleep disturbances in children with ASD will help us to develop better therapeutic interventions.
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5
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Singla R, Mishra A, Cao R. The trilateral interactions between mammalian target of rapamycin (mTOR) signaling, the circadian clock, and psychiatric disorders: an emerging model. Transl Psychiatry 2022; 12:355. [PMID: 36045116 PMCID: PMC9433414 DOI: 10.1038/s41398-022-02120-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 08/08/2022] [Accepted: 08/12/2022] [Indexed: 02/07/2023] Open
Abstract
Circadian (~24 h) rhythms in physiology and behavior are evolutionarily conserved and found in almost all living organisms. The rhythms are endogenously driven by daily oscillatory activities of so-called "clock genes/proteins", which are widely distributed throughout the mammalian brain. Mammalian (mechanistic) target of rapamycin (mTOR) signaling is a fundamental intracellular signal transduction cascade that controls important neuronal processes including neurodevelopment, synaptic plasticity, metabolism, and aging. Dysregulation of the mTOR pathway is associated with psychiatric disorders including autism spectrum disorders (ASD) and mood disorders (MD), in which patients often exhibit disrupted daily physiological rhythms and abnormal circadian gene expression in the brain. Recent work has found that the activities of mTOR signaling are temporally controlled by the circadian clock and exhibit robust circadian oscillations in multiple systems. In the meantime, mTOR signaling regulates fundamental properties of the central and peripheral circadian clocks, including period length, entrainment, and synchronization. Whereas the underlying mechanisms remain to be fully elucidated, increasing clinical and preclinical evidence support significant crosstalk between mTOR signaling, the circadian clock, and psychiatric disorders. Here, we review recent progress in understanding the trilateral interactions and propose an "interaction triangle" model between mTOR signaling, the circadian clock, and psychiatric disorders (focusing on ASD and MD).
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Affiliation(s)
- Rubal Singla
- grid.17635.360000000419368657Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN 55812 USA
| | - Abhishek Mishra
- grid.17635.360000000419368657Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN 55812 USA
| | - Ruifeng Cao
- Department of Biomedical Sciences, University of Minnesota Medical School, Duluth, MN, 55812, USA. .,Department of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, 55455, USA.
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6
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Raghavan R, Anand NS, Wang G, Hong X, Pearson C, Zuckerman B, Xie H, Wang X. Association between cord blood metabolites in tryptophan pathway and childhood risk of autism spectrum disorder and attention-deficit hyperactivity disorder. Transl Psychiatry 2022; 12:270. [PMID: 35810183 PMCID: PMC9271093 DOI: 10.1038/s41398-022-01992-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 05/20/2022] [Accepted: 05/25/2022] [Indexed: 11/16/2022] Open
Abstract
Alterations in tryptophan and serotonin have been implicated in various mental disorders; but studies are limited on child neurodevelopmental disabilities such as autism spectrum disorder (ASD) and attention-deficit hyperactivity disorder (ADHD). This prospective cohort study examined the associations between levels of tryptophan and select metabolites (5-methoxytryptophol (5-MTX), 5-hydroxytryptophan (5-HTP), serotonin, N-acetyltrytophan) in cord plasma (collected at birth) and physician-diagnosed ASD, ADHD and other developmental disabilities (DD) in childhood. The study sample (n = 996) derived from the Boston Birth Cohort, which included 326 neurotypical children, 87 ASD, 269 ADHD, and 314 other DD children (mutually exclusive). These participants were enrolled at birth and followed-up prospectively (from October 1, 1998 to June 30, 2018) at the Boston Medical Center. Higher levels of cord 5-MTX was associated with a lower risk of ASD (aOR: 0.56, 95% CI: 0.41, 0.77) and ADHD (aOR: 0.79, 95% CI: 0.65, 0.96) per Z-score increase, after adjusting for potential confounders. Similarly, children with cord 5-MTX ≥ 25th percentile (vs. <25th percentile) had a reduction in ASD (aOR: 0.27, 95% CI: 0.14, 0.49) and ADHD risks (aOR: 0.45, 95% CI: 0.29, 0.70). In contrast, higher levels of cord tryptophan, 5-HTP and N-acetyltryptophan were associated with higher risk of ADHD, with aOR: 1.25, 95% CI: 1.03, 1.51; aOR: 1.32, 95% CI: 1.08, 1.61; and aOR: 1.27, 95% CI: 1.05, 1.53, respectively, but not with ASD and other DD. Cord serotonin was not associated with ASD, ADHD, and other DD. Most findings remained statistically significant in the sensitivity and subgroup analyses.
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Affiliation(s)
- Ramkripa Raghavan
- Center on Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Neha S Anand
- Center on Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Guoying Wang
- Center on Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Xiumei Hong
- Center on Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
| | - Colleen Pearson
- Department of Pediatrics, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Barry Zuckerman
- Department of Pediatrics, Boston University School of Medicine and Boston Medical Center, Boston, MA, USA
| | - Hehuang Xie
- Department of Biomedical Sciences & Pathobiology, Fralin Life Sciences Institute at Virginia Technology, Blacksburg, VA, USA
| | - Xiaobin Wang
- Center on Early Life Origins of Disease, Department of Population, Family and Reproductive Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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7
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Dell'Osso L, Massoni L, Battaglini S, Cremone IM, Carmassi C, Carpita B. Biological correlates of altered circadian rhythms, autonomic functions and sleep problems in autism spectrum disorder. Ann Gen Psychiatry 2022; 21:13. [PMID: 35534878 PMCID: PMC9082467 DOI: 10.1186/s12991-022-00390-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 04/15/2022] [Indexed: 02/05/2023] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental condition characterized by a complex and multifaceted neurobehavioral syndrome. In the last decades, several studies highlighted an increased prevalence of sleep problems in ASD, which would be associated with autonomic system and circadian rhythm disruption. The present review aimed to summarize the available literature about sleep problems in ASD subjects and about the possible biological factors implicated in circadian rhythm and autonomic system deregulation in this population, as well as possible therapeutic approaches. Shared biological underpinnings between ASD symptoms and altered circadian rhythms/autonomic functions are also discussed. Studies on sleep showed how ASD subjects typically report more problems regarding insufficient sleep time, bedtime resistance and reduced sleep pressure. A link between sleep difficulties and irritability, deficits in social skills and behavioral problems was also highlighted. Among the mechanisms implicated, alteration in genes related to circadian rhythms, such as CLOCK genes, and in melatonin levels were reported. ASD subjects also showed altered hypothalamic pituitary adrenal (HPA) axis and autonomic functions, generally with a tendency towards hyperarousal and hyper sympathetic state. Intriguingly, some of these biological alterations in ASD individuals were not associated only with sleep problems but also with more autism-specific clusters of symptoms, such as communication impairment or repetitive behaviors Although among the available treatments melatonin showed promising results, pharmacological studies for sleep problems in ASD need to follow more standardized protocols to reach more repeatable and reliable results. Further research should investigate the issue of sleep problems in ASD in a broader perspective, taking into account shared pathophysiological mechanisms for core and associated symptoms of ASD.
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Affiliation(s)
- Liliana Dell'Osso
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Leonardo Massoni
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Simone Battaglini
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Ivan Mirko Cremone
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Claudia Carmassi
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy
| | - Barbara Carpita
- Department of Clinical and Experimental Medicine, University of Pisa, Via Roma 67, Pisa, Italy.
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Leelaviwat N, Mekraksakit P, Cross KM, Landis DM, McLain M, Sehgal L, Payne JD. Melatonin: Translation of Ongoing Studies Into Possible Therapeutic Applications Outside Sleep Disorders. Clin Ther 2022; 44:783-812. [DOI: 10.1016/j.clinthera.2022.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/09/2022] [Accepted: 03/14/2022] [Indexed: 12/14/2022]
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Turovskaya N. Features of Cognitive and Emotional Sphere of a Teenager with Epiphysis Pathology and Concomitant Speech Disorder: An Analysis of a Single Case. КЛИНИЧЕСКАЯ И СПЕЦИАЛЬНАЯ ПСИХОЛОГИЯ 2022. [DOI: 10.17759/cpse.2022110408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
<p style="text-align: justify;">The study of the features of cognitive impairments in various cerebral organic pathologies allows us to understand the role of individual structures of the brain in the implementation of mental activity and determine the appropriate ways of providing psychological assistance to patients. In a situation of rare pathology, the analysis of individual clinical cases is useful. The aim of this research was to study the state of cognitive functions in a 13-year-old male teenager with a cystic restructuring of the pineal gland and concomitant undifferentiated impairment of expressive speech. Changes in the epiphysis were detected in the patient in less than a month before this psychological study. During the examination, methods of pathopsychological and neuropsychological diagnostics, and projective graphic tests were used. In the course of neuropsychological research on a teenager, a violation of the ability to compose a syllabic kinetic scheme of utterance and, in general, a lack of dynamic and kinesthetic praxis, as well as interhemispheric interaction and auditory-speech memory were revealed. The main ways of providing psychological assistance to the patient were identified: neuropsychological correction aimed at restoring impaired speech function based on preserved higher mental functions, and restoration of the communicative function of speech. The obtained results of psychological research require further understanding and verification, primarily in order to understand the pathogenesis of cognitive disorders in the situation of cystic pineal gland rearrangement.</p>
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Tan DX, Hardeland R. The Reserve/Maximum Capacity of Melatonin's Synthetic Function for the Potential Dimorphism of Melatonin Production and Its Biological Significance in Mammals. Molecules 2021; 26:7302. [PMID: 34885890 PMCID: PMC8659113 DOI: 10.3390/molecules26237302] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 11/27/2021] [Accepted: 11/29/2021] [Indexed: 01/13/2023] Open
Abstract
In this article, we attempt to classify a potential dimorphism of melatonin production. Thus, a new concept of "reserve or maximum capacity of melatonin synthetic function" is introduced to explain the subtle dimorphism of melatonin production in mammals. Considering ASMT/ASMTL genes in the pseudoautosomal region of sex chromosomes with high prevalence of mutation in males, as well as the sex bias of the mitochondria in which melatonin is synthesized, we hypothesize the existence of a dimorphism in melatonin production to favor females, which are assumed to possess a higher reserve capacity for melatonin synthesis than males. Under physiological conditions, this subtle dimorphism is masked by the fact that cells or tissues only need baseline melatonin production, which can be accomplished without exploiting the full potential of melatonin's synthetic capacity. This capacity is believed to exceed the already remarkable nocturnal increase as observed within the circadian cycle. However, during aging or under stressful conditions, the reserve capacity of melatonin's synthetic function is required to be activated to produce sufficiently high levels of melatonin for protective purposes. Females seem to possess a higher reserve/maximum capacity for producing more melatonin than males. Thus, this dimorphism of melatonin production becomes manifest and detectable under these conditions. The biological significance of the reserve/maximum capacity of melatonin's synthetic function is to improve the recovery rate of organisms from injury, to increase resistance to pathogen infection, and even to enhance their chances of survival by maximizing melatonin production under stressful conditions. The higher reserve/maximum capacity of melatonin synthesis in females may also contribute to the dimorphism in longevity, favoring females in mammals.
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Affiliation(s)
- Dun-Xian Tan
- Department of Cell Systems and Anatomy, UT Health San Antonio, San Antonio, TX 78229, USA
| | - Rüdiger Hardeland
- Johann Friedrich Blumenbach Institute of Zoology and Anthropology, University of Göttingen, 37073 Göttingen, Germany;
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Xu B, Kuplicki R, Sen S, Paulus MP. The pitfalls of using Gaussian Process Regression for normative modeling. PLoS One 2021; 16:e0252108. [PMID: 34525108 PMCID: PMC8443061 DOI: 10.1371/journal.pone.0252108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 08/27/2021] [Indexed: 11/22/2022] Open
Abstract
Normative modeling, a group of methods used to quantify an individual's deviation from some expected trajectory relative to observed variability around that trajectory, has been used to characterize subject heterogeneity. Gaussian Processes Regression includes an estimate of variable uncertainty across the input domain, which at face value makes it an attractive method to normalize the cohort heterogeneity where the deviation between predicted value and true observation is divided by the derived uncertainty directly from Gaussian Processes Regression. However, we show that the uncertainty directly from Gaussian Processes Regression is irrelevant to the cohort heterogeneity in general.
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Affiliation(s)
- Bohan Xu
- Laureate Institute for Brain Research, Tulsa, OK, United States of America
- Department of Computer Science, Tandy School of Computer Science, University of Tulsa, Tulsa, OK, United States of America
| | - Rayus Kuplicki
- Laureate Institute for Brain Research, Tulsa, OK, United States of America
| | - Sandip Sen
- Department of Computer Science, Tandy School of Computer Science, University of Tulsa, Tulsa, OK, United States of America
| | - Martin P. Paulus
- Laureate Institute for Brain Research, Tulsa, OK, United States of America
- Department of Community Medicine, Oxley College of Health Sciences, University of Tulsa, Tulsa, OK, United States of America
- Department of Psychiatry, School of Medicine, University of California San Diego, San Diego, CA, United States of America
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12
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Is there any relationship between autism and pineal gland volume? Pol J Radiol 2021; 86:e225-e231. [PMID: 34093919 PMCID: PMC8147713 DOI: 10.5114/pjr.2021.105689] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 06/22/2020] [Indexed: 12/18/2022] Open
Abstract
Purpose Abnormalities in melatonin physiology and circadian rhythm are detected in patients with autism. Melatonin is produced predominantly in the pineal gland and the amount of melatonin released is proportional to the pineal gland volume. This study aimed to examine whether the pineal gland volume in children with autism is different from that in healthy children. Material and methods Brain magnetic resonance images (MRI) of 120 paediatric patients with autism and 82 control paediatric subjects were examined; pineal parenchymal volume (PPV), pineal cyst rate (PCR), and total pineal gland volume (TPGV) were measured using a multimodality viewer (MMV), but only the TPGVs were measured using a tumour tracking (TT) method. Measurements were taken by 2 separate radiologists. Results In patients with autism, the PPV and TPGV according to MMV, and the TPGV according to TT were significantly lower, and the PCR was significantly higher. Moreover, the ratio of PPV to TPGV was significantly lower in the autism patient group. In both groups, the TPGVs were significantly lower in the autism patient group than the controls among all age groups. Conclusions Our study was the first to examine TPGVs in detail in paediatric patients with autism using 2 different methods. Low PPV-TPGV and high PCR have been observed in autism. This study also provides comparable reference values for pineal gland size in healthy children or autistic children aged 2-17 years. These results show promising potential for further research to understand the relationship between autism pathogenesis and the pineal gland.
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13
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Dumas G, Goubran‐Botros H, Matondo M, Pagan C, Boulègue C, Chaze T, Chamot‐Rooke J, Maronde E, Bourgeron T. Mass-spectrometry analysis of the human pineal proteome during night and day and in autism. J Pineal Res 2021; 70:e12713. [PMID: 33368564 PMCID: PMC8047921 DOI: 10.1111/jpi.12713] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 12/16/2020] [Accepted: 12/18/2020] [Indexed: 12/15/2022]
Abstract
The human pineal gland regulates day-night dynamics of multiple physiological processes, especially through the secretion of melatonin. Using mass-spectrometry-based proteomics and dedicated analysis tools, we identify proteins in the human pineal gland and analyze systematically their variation throughout the day and compare these changes in the pineal proteome between control specimens and donors diagnosed with autism. Results reveal diverse regulated clusters of proteins with, among others, catabolic carbohydrate process and cytoplasmic membrane-bounded vesicle-related proteins differing between day and night and/or control versus autism pineal glands. These data show novel and unexpected processes happening in the human pineal gland during the day/night rhythm as well as specific differences between autism donor pineal glands and those from controls.
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Affiliation(s)
- Guillaume Dumas
- Human Genetics and Cognitive FunctionsInstitut PasteurUMR 3571 CNRSUniversity Paris DiderotParisFrance
- Precision Psychiatry and Social Physiology laboratoryCHU Ste‐Justine Research CenterDepartment of PsychiatryUniversity of MontrealQuebecQCCanada
| | - Hany Goubran‐Botros
- Human Genetics and Cognitive FunctionsInstitut PasteurUMR 3571 CNRSUniversity Paris DiderotParisFrance
| | - Mariette Matondo
- Institut PasteurUnité de Spectrométrie de Masse pour la Biologie (MSBio)Centre de Ressources et Recherches Technologiques (C2RT)USR 2000 CNRSParisFrance
| | - Cécile Pagan
- Paris Descartes UniversityParisFrance
- Service de Biochimie et Biologie MoléculaireINSERM U942Hôpital LariboisièreAPHPParisFrance
| | - Cyril Boulègue
- Institut PasteurUnité de Spectrométrie de Masse pour la Biologie (MSBio)Centre de Ressources et Recherches Technologiques (C2RT)USR 2000 CNRSParisFrance
| | - Thibault Chaze
- Institut PasteurUnité de Spectrométrie de Masse pour la Biologie (MSBio)Centre de Ressources et Recherches Technologiques (C2RT)USR 2000 CNRSParisFrance
| | - Julia Chamot‐Rooke
- Institut PasteurUnité de Spectrométrie de Masse pour la Biologie (MSBio)Centre de Ressources et Recherches Technologiques (C2RT)USR 2000 CNRSParisFrance
| | - Erik Maronde
- Institute for Anatomy IIFaculty of MedicineGoethe UniversityFrankfurtGermany
| | - Thomas Bourgeron
- Human Genetics and Cognitive FunctionsInstitut PasteurUMR 3571 CNRSUniversity Paris DiderotParisFrance
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Rzepka-Migut B, Paprocka J. Efficacy and Safety of Melatonin Treatment in Children with Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder-A Review of the Literature. Brain Sci 2020; 10:brainsci10040219. [PMID: 32272607 PMCID: PMC7226342 DOI: 10.3390/brainsci10040219] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 03/19/2020] [Accepted: 03/19/2020] [Indexed: 02/07/2023] Open
Abstract
Autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD) are neurodevelopmental disorders with disturbed melatonin secretion profile and sleep problems. The growing incidence of ASD and ADHD inspires scientists to research the underlying causes of these conditions. The authors focused on two fundamental aspects, the first one being the presentation of the role of melatonin in ASD and ADHD and the second of the influence of melatonin treatment on sleep disorders. The authors present the use of melatonin both in the context of causal and symptomatic treatment and discuss melatonin supplementation: Dosage patterns, effectiveness, and safety. Sleep disorders may have a different clinical picture, so the assessment of exogenous melatonin efficacy should also refer to a specific group of symptoms. The review draws attention to the wide range of doses of melatonin used in supplementation and the need to introduce unified standards especially in the group of pediatric patients.
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Affiliation(s)
- Beata Rzepka-Migut
- Department of Pediatric Neurology and Pediatrics, St. Queen Jadwiga’s Regional Clinical Hospital No 2, 35-301 Rzeszów, Poland;
| | - Justyna Paprocka
- Department of Pediatric Neurology, Faculty of Medical Science in Katowice, Medical University of Silesia, 40-752 Katowice, Poland
- Correspondence:
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15
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Pinato L, Galina Spilla CS, Markus RP, da Silveira Cruz-Machado S. Dysregulation of Circadian Rhythms in Autism Spectrum Disorders. Curr Pharm Des 2020; 25:4379-4393. [DOI: 10.2174/1381612825666191102170450] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Accepted: 10/31/2019] [Indexed: 12/12/2022]
Abstract
Background:
The alterations in neurological and neuroendocrine functions observed in the autism
spectrum disorder (ASD) involves environmentally dependent dysregulation of neurodevelopment, in interaction
with multiple coding gene defects. Disturbed sleep-wake patterns, as well as abnormal melatonin and glucocorticoid
secretion, show the relevance of an underlying impairment of the circadian timing system to the behavioral
phenotype of ASD. Thus, understanding the mechanisms involved in the circadian dysregulation in ASD could
help to identify early biomarkers to improve the diagnosis and therapeutics as well as providing a significant
impact on the lifelong prognosis.
Objective:
In this review, we discuss the organization of the circadian timing system and explore the connection
between neuroanatomic, molecular, and neuroendocrine responses of ASD and its clinical manifestations. Here
we propose interconnections between circadian dysregulation, inflammatory baseline and behavioral changes in
ASD. Taking into account, the high relevancy of melatonin in orchestrating both circadian timing and the maintenance
of physiological immune quiescence, we raise the hypothesis that melatonin or analogs should be considered
as a pharmacological approach to suppress inflammation and circadian misalignment in ASD patients.
Strategy:
This review provides a comprehensive update on the state-of-art of studies related to inflammatory
states and ASD with a special focus on the relationship with melatonin and clock genes. The hypothesis raised
above was analyzed according to the published data.
Conclusion:
Current evidence supports the existence of associations between ASD to circadian dysregulation,
behavior problems, increased inflammatory levels of cytokines, sleep disorders, as well as reduced circadian
neuroendocrine responses. Indeed, major effects may be related to a low melatonin rhythm. We propose that
maintaining the proper rhythm of the circadian timing system may be helpful to improve the health and to cope
with several behavioral changes observed in ASD subjects.
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Affiliation(s)
- Luciana Pinato
- Department of Speech, Language and Hearing Sciences, São Paulo State University (UNESP), 17525-900, Marilia, SP, Brazil
| | - Caio Sergio Galina Spilla
- Department of Speech, Language and Hearing Sciences, São Paulo State University (UNESP), 17525-900, Marilia, SP, Brazil
| | - Regina Pekelmann Markus
- Laboratory of Chronopharmacology, Department of Physiology, Institute of Biosciences, University of São Paulo (USP), 05508-090, São Paulo, SP, Brazil
| | - Sanseray da Silveira Cruz-Machado
- Laboratory of Chronopharmacology, Department of Physiology, Institute of Biosciences, University of São Paulo (USP), 05508-090, São Paulo, SP, Brazil
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16
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How did I get so late so soon? A review of time processing and management in autism. Behav Brain Res 2019; 374:112121. [DOI: 10.1016/j.bbr.2019.112121] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2019] [Revised: 07/23/2019] [Accepted: 07/30/2019] [Indexed: 12/30/2022]
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17
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5-Methoxy-N,N-dimethyltryptamine: An Ego-Dissolving Endogenous Neurochemical Catalyst of Creativity. ACTA ACUST UNITED AC 2019. [DOI: 10.1007/s41470-019-00063-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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