1
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Kang N, Sargsyan S, Chough I, Petrick L, Liao J, Chen W, Pavlovic N, Lurmann FW, Martinez MP, McConnell R, Xiang AH, Chen Z. Dysregulated metabolic pathways associated with air pollution exposure and the risk of autism: Evidence from epidemiological studies. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2024; 361:124729. [PMID: 39147228 DOI: 10.1016/j.envpol.2024.124729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 07/24/2024] [Accepted: 08/13/2024] [Indexed: 08/17/2024]
Abstract
Autism spectrum disorder (ASD) is a developmental disorder with symptoms that range from social and communication impairments to restricted interests and repetitive behavior and is the 4th most disabling condition for children aged 5-14. Risk factors of ASD are not fully understood. Environmental risk factors are believed to play a significant role in the ASD epidemic. Research focusing on air pollution exposure as an early-life risk factor of autism is growing, with numerous studies finding associations of traffic and industrial emissions with an increased risk of ASD. One of the possible mechanisms linking autism and air pollution exposure is metabolic dysfunction. However, there were no consensus about the key metabolic pathways and corresponding metabolite signatures in mothers and children that are altered by air pollution exposure and cause the ASD. Therefore, we performed a review of published papers examining the metabolomic signatures and metabolic pathways that are associated with either air pollution exposure or ASD risk in human studies. In conclusion, we found that dysregulated lipid, fatty acid, amino acid, neurotransmitter, and microbiome metabolisms are associated with both short-term and long-term air pollution exposure and the risk of ASD. These dysregulated metabolisms may provide insights into ASD etiology related to air pollution exposure, particularly during the perinatal period in which neurodevelopment is highly susceptible to damage from oxidative stress and inflammation.
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Affiliation(s)
- Ni Kang
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Suzan Sargsyan
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Ino Chough
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Lauren Petrick
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Jiawen Liao
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Wu Chen
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | | | | | - Mayra P Martinez
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Rob McConnell
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA
| | - Anny H Xiang
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Zhanghua Chen
- Department of Population and Public Health Sciences, University of Southern California, Los Angeles, CA, USA.
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2
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AlFaris NA, Alshwaiyat NM, ALTamimi JZ, Alagal RI, AlSalehi SM, Al Zarah RI, Alfaiz RF, Alhariqi AI, Alshamri DF, AlSouan NA, AlMousa LA. Nutritional Status and Dietary Behaviors of Children with Intellectual or Developmental Disabilities in Saudi Arabia: A Systematic Review. J Multidiscip Healthc 2024; 17:3371-3399. [PMID: 39045491 PMCID: PMC11264128 DOI: 10.2147/jmdh.s473107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 06/27/2024] [Indexed: 07/25/2024] Open
Abstract
Children with intellectual or developmental disabilities are susceptible to malnutrition. This systematic review was conducted to assess the nutritional status and dietary behaviors of children with intellectual or developmental disabilities in Saudi Arabia. The target population was children from Saudi Arabia aged 18 years or younger and diagnosed with intellectual or developmental disabilities. Appropriate research studies that were published from inception up to December 2023 were obtained and reviewed. The outcomes of interest, including anthropometric data, laboratory data, dietary intake data, and dietary behaviors data, were collected and organized in relevant tables. The methodological quality and bias risk for the involved studies were evaluated. Out of 286 screened articles, 31 research articles were selected. The review results show that the rates of overweight and obesity were significantly higher among children with intellectual or developmental disabilities compared to typically developing children. The laboratory data revealed that they were more likely to have nutritional deficiencies. Low intake of energy, protein, and several micronutrients is frequently reported among them. Moreover, they are anticipated to have unhealthy dietary behavior. In conclusion, the findings suggested that children with intellectual or developmental disabilities were at higher risk of malnutrition including deploying obesity and nutritional deficiencies. Healthy and balanced nutrition that considers dietary requirements and food preferences is critical to maintaining the optimal development of these children. This review could invite researchers and policy-makers in Saudi Arabia to put more effort into integrating individuals with disability into the healthcare system and community. Further research is required to determine the types of intervention measures that can be taken to reduce the risk of malnutrition. Additional action is needed to monitor the implementation of national policies and programs that target this part of society.
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Affiliation(s)
- Nora A AlFaris
- Department of Physical Sports Sciences, College of Sports Sciences & Physical Activity, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Naseem M Alshwaiyat
- Department of Nutrition and Food Technology, Faculty of Agriculture, Jordan University of Science and Technology, Irbid, Jordan
| | - Jozaa Z ALTamimi
- Department of Physical Sports Sciences, College of Sports Sciences & Physical Activity, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Reham I Alagal
- Department of Health Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Saleh M AlSalehi
- Child Development Center, King Abdullah Bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Raed I Al Zarah
- Department of Pediatrics, King Abdullah bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Razan F Alfaiz
- Department of Pediatrics, King Abdullah bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Ameera I Alhariqi
- Department of Pediatrics, King Abdullah bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Dalal F Alshamri
- Department of Clinical Nutrition, King Abdullah Bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Noura A AlSouan
- Department of Clinical Nutrition, King Abdullah Bin Abdulaziz University Hospital (KAAUH), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Lujain A AlMousa
- Department of Health Sciences, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
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3
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El-Ansary A, Alfawaz HA, Bacha AB, Al-Ayadhi LY. Combining Anti-Mitochondrial Antibodies, Anti-Histone, and PLA2/COX Biomarkers to Increase Their Diagnostic Accuracy for Autism Spectrum Disorders. Brain Sci 2024; 14:576. [PMID: 38928576 PMCID: PMC11201962 DOI: 10.3390/brainsci14060576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by impairments in social interaction and restricted and repetitive behaviors. Oxidative stress may be a critical link between mitochondrial dysfunction and ASD as reactive oxygen species (ROS) generated from pro-oxidant environmental toxicants and activated immune cells can result in mitochondrial failure. Recently, mitochondrial dysfunction, autoimmunity, and abnormal lipid mediators have been identified in multiple investigations as an acknowledged etiological mechanism of ASD that can be targeted for therapeutic intervention. METHODS The relationship between lipid mediator markers linked to inflammation induction, such as phospholipase A2/cyclooxygenase-2 (PLA2/Cox-2), and the mitochondrial dysfunction marker anti-mitochondrial antibodies (AMA-M2), and anti-histone autoantibodies in the etiology of ASD was investigated in this study using combined receiver operating characteristic (ROC) curve analyses. This study also sought to identify the linear combination for a given set of markers that optimizes the partial area under ROC curves. This study included 40 age- and sex-matched controls and 40 ASD youngsters. The plasma of both groups was tested for PLA2/COX-2, AMA-M2, and anti-histone autoantibodies' levels using ELISA kits. ROC curves and logistic regression models were used in the statistical analysis. RESULTS Using the integrated ROC curve analysis, a notable rise in the area under the curve was noticed. Additionally, the combined markers had markedly improved specificity and sensitivity. CONCLUSIONS The current study suggested that measuring the predictive value of selected biomarkers related to mitochondrial dysfunction, autoimmunity, and lipid metabolism in children with ASD using a ROC curve analysis could lead to a better understanding of the etiological mechanism of ASD as well as its relationship with metabolism.
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Affiliation(s)
- Afaf El-Ansary
- Autism Center, Lotus Holistic Alternative Medical Center, Abu Dhabi P.O. Box 110281, United Arab Emirates
| | - Hanan A. Alfawaz
- Department of Food Science and Nutrition, College of Food & Agriculture Sciences, King Saud University, P.O. Box 22452, Riyadh 11495, Saudi Arabia;
| | - Abir Ben Bacha
- Department of Biochemistry, College of Science, King Saud University, P.O. Box 22452, Riyadh 11495, Saudi Arabia;
| | - Laila Y. Al-Ayadhi
- Department of Physiology, Faculty of Medicine, King Saud University, P.O. Box 2925, Riyadh 11461, Saudi Arabia
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4
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Siracusano M, Arturi L, Riccioni A, Noto A, Mussap M, Mazzone L. Metabolomics: Perspectives on Clinical Employment in Autism Spectrum Disorder. Int J Mol Sci 2023; 24:13404. [PMID: 37686207 PMCID: PMC10487559 DOI: 10.3390/ijms241713404] [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: 07/06/2023] [Revised: 08/09/2023] [Accepted: 08/25/2023] [Indexed: 09/10/2023] Open
Abstract
Precision medicine is imminent, and metabolomics is one of the main actors on stage. We summarize and discuss the current literature on the clinical application of metabolomic techniques as a possible tool to improve early diagnosis of autism spectrum disorder (ASD), to define clinical phenotypes and to identify co-occurring medical conditions. A review of the current literature was carried out after PubMed, Medline and Google Scholar were consulted. A total of 37 articles published in the period 2010-2022 was included. Selected studies involve as a whole 2079 individuals diagnosed with ASD (1625 males, 394 females; mean age of 10, 9 years), 51 with other psychiatric comorbidities (developmental delays), 182 at-risk individuals (siblings, those with genetic conditions) and 1530 healthy controls (TD). Metabolomics, reflecting the interplay between genetics and environment, represents an innovative and promising technique to approach ASD. The metabotype may mirror the clinical heterogeneity of an autistic condition; several metabolites can be expressions of dysregulated metabolic pathways thus liable of leading to clinical profiles. However, the employment of metabolomic analyses in clinical practice is far from being introduced, which means there is a need for further studies for the full transition of metabolomics from clinical research to clinical diagnostic routine.
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Affiliation(s)
- Martina Siracusano
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, Via Montpellier 1, 00133 Rome, Italy
- Child Neurology and Psychiatry Unit, Department of Neurosciences, Policlinico Tor Vergata Hospital, Viale Oxford 81, 00133 Rome, Italy; (L.A.); (A.R.); (L.M.)
| | - Lucrezia Arturi
- Child Neurology and Psychiatry Unit, Department of Neurosciences, Policlinico Tor Vergata Hospital, Viale Oxford 81, 00133 Rome, Italy; (L.A.); (A.R.); (L.M.)
| | - Assia Riccioni
- Child Neurology and Psychiatry Unit, Department of Neurosciences, Policlinico Tor Vergata Hospital, Viale Oxford 81, 00133 Rome, Italy; (L.A.); (A.R.); (L.M.)
| | - Antonio Noto
- Department of Biomedical Sciences, University of Cagliari, Cittadella Universitaria, SS 554, Km 4.5, 09042 Monserrato, Italy
| | - Michele Mussap
- Department of Surgical Sciences, School of Medicine, University of Cagliari, Cittadella Universitaria, SS 554, Km 4.5, 09042 Monserrato, Italy
| | - Luigi Mazzone
- Child Neurology and Psychiatry Unit, Department of Neurosciences, Policlinico Tor Vergata Hospital, Viale Oxford 81, 00133 Rome, Italy; (L.A.); (A.R.); (L.M.)
- Systems Medicine Department, University of Rome Tor Vergata, Montpellier Street 1, 00133 Rome, Italy
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5
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Investigation of Phospholipid Differences in Valproic Acid-Induced Autistic Mouse Model Brain Using Mass Spectrometry Imaging. Metabolites 2023; 13:metabo13020178. [PMID: 36837796 PMCID: PMC9966147 DOI: 10.3390/metabo13020178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 01/27/2023] Open
Abstract
Autism is a neurodevelopmental disorder for which the cause and treatment have yet not been determined. The polyunsaturated fatty acid (PUFA) levels change rapidly in the blood or cerebrospinal fluid of autistic children and PUFAs are closely related to autism spectrum disorder (ASD). This finding suggests that changes in lipid metabolism are associated with ASD and result in an altered distribution of phospholipids in cell membranes. To further understand ASD, it is necessary to analyze phospholipids in organs consisting of nerve cells, such as the brain. In this study, we investigated the phospholipid distribution in the brain tissue of valproic acid-induced autistic mice using matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI). Phospholipids including phosphatidylcholine, phosphatidylethanolamine, and phosphatidylserine were identified in each brain region and exhibited differences between the ASD and control groups. These phospholipids contain docosahexaenoic acid and arachidonic acid, which are important PUFAs for cell signaling and brain growth. We expect that the differences in phospholipids identified in the brain tissue of the ASD model with MALDI-MSI, in conjunction with conventional biological fluid analysis, will help to better understand changes in lipid metabolism in ASD.
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6
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Wang W, Fu P. Gut Microbiota Analysis and In Silico Biomarker Detection of Children with Autism Spectrum Disorder across Cohorts. Microorganisms 2023; 11:microorganisms11020291. [PMID: 36838256 PMCID: PMC9958793 DOI: 10.3390/microorganisms11020291] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 01/15/2023] [Accepted: 01/17/2023] [Indexed: 01/26/2023] Open
Abstract
The study of human gut microbiota has attracted increasing interest in the fields of life science and healthcare. However, the complicated and interconnected associations between gut microbiota and human diseases are still difficult to determine in a predictive fashion. Artificial intelligence such as machine learning (ML) and deep learning can assist in processing and interpreting biological datasets. In this study, we aggregated data from different studies based on the species composition and relative abundance of gut microbiota in children with autism spectrum disorder (ASD) and typically developed (TD) individuals and analyzed the commonalities and differences of ASD-associated microbiota across cohorts. We established a predictive model using an ML algorithm to explore the diagnostic value of the gut microbiome for the children with ASD and identify potential biomarkers for ASD diagnosis. The results indicated that the Shenzhen cohort achieved a higher area under the receiver operating characteristic curve (AUROC) value of 0.984 with 97% accuracy, while the Moscow cohort achieved an AUROC value of 0.81 with 67% accuracy. For the combination of the two cohorts, the average prediction results had an AUROC of 0.86 and 80% accuracy. The results of our cross-cohort analysis suggested that a variety of influencing factors, such as population characteristics, geographical region, and dietary habits, should be taken into consideration in microbial transplantation or dietary therapy. Collectively, our prediction strategy based on gut microbiota can serve as an enhanced strategy for the clinical diagnosis of ASD and assist in providing a more complete method to assess the risk of the disorder.
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Affiliation(s)
- Wenjuan Wang
- School of Life and Pharmaceutical Sciences, Hainan University, 58 Renmin Avenue, Haikou 570228, China
| | - Pengcheng Fu
- State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, 58 Renmin Avenue, Haikou 570228, China
- Correspondence:
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7
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Abolghasemi A, Carullo MP, Aguilera EC, Laroui A, Plantefeve R, Rojas D, Benachenhou S, Ramírez MV, Proteau-Lemieux M, Lepage JF, Corbin F, Plourde M, Farez M, Cogram P, Çaku A. Alteration of Fatty Acid Profile in Fragile X Syndrome. Int J Mol Sci 2022; 23:ijms231810815. [PMID: 36142726 PMCID: PMC9502195 DOI: 10.3390/ijms231810815] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 08/28/2022] [Accepted: 09/12/2022] [Indexed: 11/16/2022] Open
Abstract
Fragile X Syndrome (FXS) is the most prevalent monogenic cause of Autism Spectrum Disorders (ASDs). Despite a common genetic etiology, the affected individuals display heterogenous metabolic abnormalities including hypocholesterolemia. Although changes in the metabolism of fatty acids (FAs) have been reported in various neuropsychiatric disorders, it has not been explored in humans with FXS. In this study, we investigated the FA profiles of two different groups: (1) an Argentinian group, including FXS individuals and age- and sex-matched controls, and (2) a French-Canadian group, including FXS individuals and their age- and sex-matched controls. Since phospholipid FAs are an indicator of medium-term diet and endogenous metabolism, we quantified the FA profile in plasma phospholipids using gas chromatography. Our results showed significantly lower levels in various plasma FAs including saturated, monosaturated, ω-6 polyunsaturated, and ω-3 polyunsaturated FAs in FXS individuals compared to the controls. A decrease in the EPA/ALA (eicosapentaenoic acid/alpha linoleic acid) ratio and an increase in the DPA/EPA (docosapentaenoic acid/eicosapentaenoic acid) ratio suggest an alteration associated with desaturase and elongase activity, respectively. We conclude that FXS individuals present an abnormal profile of FAs, specifically FAs belonging to the ω-3 family, that might open new avenues of treatment to improve core symptoms of the disorder.
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Affiliation(s)
- Armita Abolghasemi
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Maria Paulina Carullo
- Department of Child Neurology, Raúl Carrea Institute for Neurological Research (FLENI), Buenos Aires C1428AQK, Argentina
| | - Ester Cisneros Aguilera
- Centre de Recherche sur le Vieillissement, Departments of Medicine, University of Sherbrooke, Sherbrooke, QC J1H 4C4, Canada
| | - Asma Laroui
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Rosalie Plantefeve
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Daniela Rojas
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Serine Benachenhou
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - María Victoria Ramírez
- Department of Child Neurology, Raúl Carrea Institute for Neurological Research (FLENI), Buenos Aires C1428AQK, Argentina
| | - Mélodie Proteau-Lemieux
- Department of Pediatrics and Centre de Recherche du CHUS, University of Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Jean-François Lepage
- Department of Pediatrics and Centre de Recherche du CHUS, University of Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - François Corbin
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
| | - Mélanie Plourde
- Centre de Recherche sur le Vieillissement, Departments of Medicine, University of Sherbrooke, Sherbrooke, QC J1H 4C4, Canada
| | - Mauricio Farez
- Department of Child Neurology, Raúl Carrea Institute for Neurological Research (FLENI), Buenos Aires C1428AQK, Argentina
| | - Patricia Cogram
- Biomedicine Division, Centre for Systems Biotechnology, Fraunhofer Chile Research Foundation, Santiago 7500588, Chile
| | - Artuela Çaku
- Centre de Recherche du CHUS, Department of Biochemistry, Faculty of Medicine and Health Sciences, Université de Sherbrooke, Sherbrooke, QC J1H 5N4, Canada
- Correspondence:
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8
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Kushak RI, Sengupta A, Winter HS. Interactions between the intestinal microbiota and epigenome in individuals with autism spectrum disorder. Dev Med Child Neurol 2022; 64:296-304. [PMID: 34523735 DOI: 10.1111/dmcn.15052] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 06/27/2021] [Accepted: 08/10/2021] [Indexed: 12/15/2022]
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by variable impairment of cognitive function and interpersonal relationships. Furthermore, some individuals with ASD have gastrointestinal disorders that have been correlated with impairments in intestinal microbiota. Gut microbiota are important not only for intestinal health, but also for many other functions including food digestion, energy production, immune system regulation, and, according to current data, behavior. Disruption of the indigenous microbiota, microbial dysbiosis (imbalance between microorganisms present in the gut), overgrowth of potentially pathogenic microorganisms, a less diverse microbiome, or lower levels of beneficial bacteria in children with ASD can affect behavior. Metabolome analysis in children with ASD has identified perturbations in multiple metabolic pathways that might be associated with cognitive functions. Recent studies have shown that the intestinal microbiome provides environmental signals that can modify host response to stimuli by modifying the host epigenome, which affects DNA methylation, histone modification, and non-coding RNAs. The most studied microbiota-produced epigenetic modifiers are short-chain fatty acids, although other products of intestinal microbiota might also cause epigenetic modifications in the host's DNA. Here we review evidence suggesting that epigenetic alterations caused by modification of gene expression play an important role in understanding ASD.
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Affiliation(s)
- Rafail I Kushak
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ashok Sengupta
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Harland S Winter
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
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9
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Liu X, Lin J, Zhang H, Khan NU, Zhang J, Tang X, Cao X, Shen L. Oxidative Stress in Autism Spectrum Disorder-Current Progress of Mechanisms and Biomarkers. Front Psychiatry 2022; 13:813304. [PMID: 35299821 PMCID: PMC8921264 DOI: 10.3389/fpsyt.2022.813304] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 01/24/2022] [Indexed: 12/11/2022] Open
Abstract
Autism spectrum disorder (ASD) is a type of neurodevelopmental disorder that has been diagnosed in an increasing number of children around the world. Existing data suggest that early diagnosis and intervention can improve ASD outcomes. However, the causes of ASD remain complex and unclear, and there are currently no clinical biomarkers for autism spectrum disorder. More mechanisms and biomarkers of autism have been found with the development of advanced technology such as mass spectrometry. Many recent studies have found a link between ASD and elevated oxidative stress, which may play a role in its development. ASD is caused by oxidative stress in several ways, including protein post-translational changes (e.g., carbonylation), abnormal metabolism (e.g., lipid peroxidation), and toxic buildup [e.g., reactive oxygen species (ROS)]. To detect elevated oxidative stress in ASD, various biomarkers have been developed and employed. This article summarizes recent studies about the mechanisms and biomarkers of oxidative stress. Potential biomarkers identified in this study could be used for early diagnosis and evaluation of ASD intervention, as well as to inform and target ASD pharmacological or nutritional treatment interventions.
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Affiliation(s)
- Xukun Liu
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China.,Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, China.,Shenzhen Key Laboratory of Marine Biotechnology and Ecology, Shenzhen, China
| | - Jing Lin
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Huajie Zhang
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Naseer Ullah Khan
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Jun Zhang
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Xiaoxiao Tang
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Xueshan Cao
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China
| | - Liming Shen
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, China.,Shenzhen-Hong Kong Institute of Brain Science-Shenzhen Fundamental Research Institutions, Shenzhen, China.,Brain Disease and Big Data Research Institute, Shenzhen University, Shenzhen, China
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10
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Abreu AC, Navas MM, Fernández CP, Sánchez-Santed F, Fernández I. NMR-Based Metabolomics Approach to Explore Brain Metabolic Changes Induced by Prenatal Exposure to Autism-Inducing Chemicals. ACS Chem Biol 2021; 16:753-765. [PMID: 33728896 DOI: 10.1021/acschembio.1c00053] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
NMR offers the unique potential to holistically screen hundreds of metabolites and has already proved to be a powerful technique able to provide a global picture of a wide range of metabolic processes underlying complex and multifactorial diseases, such as neurodegenerative and neurodevelopmental diseases. The aim of this study was to apply an NMR-based metabolomics approach to explore brain metabolic changes in both male and female rats induced by prenatal exposure to two chemicals associated with autism disorders-the organophosphorus pesticide chlorpyrifos (CPF) and the antiepileptic drug valproic acid (VPA)-at different postnatal ages. Depending on the age and on the brain region (hippocampus and cerebellum), several metabolites were shown to be significantly affected by exposure to both compounds. The evaluation of the spectral profiles revealed that the nervous-system-specific metabolite N-acetylaspartate (NAA), amino acid neurotransmitters (e.g., glutamate, glutamine, GABA, glycine), pyroglutamic acid, unsaturated fatty acids, and choline-based compounds are discriminant biomarkers. Additionally, metabolic changes varied as a function of age, but importantly not of sex.
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Affiliation(s)
- Ana Cristina Abreu
- Department of Chemistry and Physics, Research Centre CIAIMBITAL, University of Almería, Ctra. Sacramento, s/n, 04120, Almería, Spain
| | - Miguel Morales Navas
- Department of Psychology and Health Research Center CEINSAUAL, University of Almería, Ctra. Sacramento, s/n, 04120, Almería, Spain
| | - Cristian Perez Fernández
- Department of Psychology and Health Research Center CEINSAUAL, University of Almería, Ctra. Sacramento, s/n, 04120, Almería, Spain
| | - Fernando Sánchez-Santed
- Department of Psychology and Health Research Center CEINSAUAL, University of Almería, Ctra. Sacramento, s/n, 04120, Almería, Spain
| | - Ignacio Fernández
- Department of Chemistry and Physics, Research Centre CIAIMBITAL, University of Almería, Ctra. Sacramento, s/n, 04120, Almería, Spain
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11
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Esposito CM, Buoli M, Ciappolino V, Agostoni C, Brambilla P. The Role of Cholesterol and Fatty Acids in the Etiology and Diagnosis of Autism Spectrum Disorders. Int J Mol Sci 2021; 22:ijms22073550. [PMID: 33805572 PMCID: PMC8036564 DOI: 10.3390/ijms22073550] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 03/17/2021] [Accepted: 03/25/2021] [Indexed: 02/07/2023] Open
Abstract
Autism spectrum disorders (ASDs) are a group of neurodevelopmental disorders whose pathogenesis seems to be related to an imbalance of excitatory and inhibitory synapses, which leads to disrupted connectivity during brain development. Among the various biomarkers that have been evaluated in the last years, metabolic factors represent a bridge between genetic vulnerability and environmental aspects. In particular, cholesterol homeostasis and circulating fatty acids seem to be involved in the pathogenesis of ASDs, both through the contribute in the stabilization of cell membranes and the modulation of inflammatory factors. The purpose of the present review is to summarize the available data about the role of cholesterol and fatty acids, mainly long-chain ones, in the onset of ASDs. A bibliographic research on the main databases was performed and 36 studies were included in our review. Most of the studies document a correlation between ASDs and hypocholesterolemia, while the results concerning circulating fatty acids are less univocal. Even though further studies are necessary to confirm the available data, the metabolic biomarkers open to new treatment options such as the modulation of the lipid pattern through the diet.
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Affiliation(s)
- Cecilia Maria Esposito
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, Via F. Sforza 35, 20122 Milan, Italy; (C.M.E.); (M.B.); (V.C.); (P.B.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy
| | - Massimiliano Buoli
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, Via F. Sforza 35, 20122 Milan, Italy; (C.M.E.); (M.B.); (V.C.); (P.B.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy
| | - Valentina Ciappolino
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, Via F. Sforza 35, 20122 Milan, Italy; (C.M.E.); (M.B.); (V.C.); (P.B.)
| | - Carlo Agostoni
- Department of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy
- Pediatric Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy
- Correspondence:
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’Granda Ospedale Maggiore Policlinico, Via F. Sforza 35, 20122 Milan, Italy; (C.M.E.); (M.B.); (V.C.); (P.B.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy
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12
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El-Ansary A, Chirumbolo S, Bhat RS, Dadar M, Ibrahim EM, Bjørklund G. The Role of Lipidomics in Autism Spectrum Disorder. Mol Diagn Ther 2021; 24:31-48. [PMID: 31691195 DOI: 10.1007/s40291-019-00430-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Autism spectrum disorder (ASD) is a complex neurodevelopmental syndrome commonly diagnosed in early childhood; it is usually characterized by impairment in reciprocal communication and speech, repetitive behaviors, and social withdrawal with loss in communication skills. Its development may be affected by a variety of environmental and genetic factors. Trained physicians diagnose and evaluate the severity of ASD based on clinical evaluations of observed behaviors. As such, this approach is inevitably dependent on the expertise and subjective assessment of those administering the clinical evaluations. There is a need to identify objective biological markers associated with diagnosis or clinical severity of the disorder. Several important issues and concerns exist regarding the diagnostic competence of the many abnormal plasma metabolites produced in the different biochemical pathways evaluated in individuals with ASD. The search for high-performing bio-analytes to diagnose and follow-up ASD development is still a major target in medicine. Dysregulation in the oxidative stress response and proinflammatory processes are major etiological causes of ASD pathogenesis. Furthermore, dicarboxylic acid metabolites, cholesterol-related metabolites, phospholipid-related metabolites, and lipid transporters and mediators are impaired in different pathological conditions that have a role in the ASD etiology. A mechanism may exist by which pro-oxidant environmental stressors and abnormal metabolites regulate clinical manifestations and development of ASD.
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Affiliation(s)
- Afaf El-Ansary
- Central Laboratory, Female Centre for Scientific and Medical Studies, King Saud University, Riyadh, Saudi Arabia.,Autism Research and Treatment Center, Riyadh, Saudi Arabia.,CONEM Saudi Autism Research Group, King Saud University, Riyadh, Saudi Arabia.,Therapeutic Chemistry Department, National Research Centre, Giza, Egypt
| | - Salvatore Chirumbolo
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.,CONEM Scientific Secretary, Verona, Italy
| | - Ramesa Shafi Bhat
- Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Maryam Dadar
- Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran
| | - Eiman M Ibrahim
- Central Laboratory, Female Centre for Scientific and Medical Studies, King Saud University, Riyadh, Saudi Arabia
| | - Geir Bjørklund
- Council for Nutritional and Environmental Medicine (CONEM), Toften 24, 8610, Mo i Rana, Norway.
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13
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Panisi C, Guerini FR, Abruzzo PM, Balzola F, Biava PM, Bolotta A, Brunero M, Burgio E, Chiara A, Clerici M, Croce L, Ferreri C, Giovannini N, Ghezzo A, Grossi E, Keller R, Manzotti A, Marini M, Migliore L, Moderato L, Moscone D, Mussap M, Parmeggiani A, Pasin V, Perotti M, Piras C, Saresella M, Stoccoro A, Toso T, Vacca RA, Vagni D, Vendemmia S, Villa L, Politi P, Fanos V. Autism Spectrum Disorder from the Womb to Adulthood: Suggestions for a Paradigm Shift. J Pers Med 2021; 11:70. [PMID: 33504019 PMCID: PMC7912683 DOI: 10.3390/jpm11020070] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/10/2021] [Accepted: 01/19/2021] [Indexed: 02/07/2023] Open
Abstract
The wide spectrum of unique needs and strengths of Autism Spectrum Disorders (ASD) is a challenge for the worldwide healthcare system. With the plethora of information from research, a common thread is required to conceptualize an exhaustive pathogenetic paradigm. The epidemiological and clinical findings in ASD cannot be explained by the traditional linear genetic model, hence the need to move towards a more fluid conception, integrating genetics, environment, and epigenetics as a whole. The embryo-fetal period and the first two years of life (the so-called 'First 1000 Days') are the crucial time window for neurodevelopment. In particular, the interplay and the vicious loop between immune activation, gut dysbiosis, and mitochondrial impairment/oxidative stress significantly affects neurodevelopment during pregnancy and undermines the health of ASD people throughout life. Consequently, the most effective intervention in ASD is expected by primary prevention aimed at pregnancy and at early control of the main effector molecular pathways. We will reason here on a comprehensive and exhaustive pathogenetic paradigm in ASD, viewed not just as a theoretical issue, but as a tool to provide suggestions for effective preventive strategies and personalized, dynamic (from womb to adulthood), systemic, and interdisciplinary healthcare approach.
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Affiliation(s)
- Cristina Panisi
- Fondazione Istituto Sacra Famiglia ONLUS, Cesano Boscone, 20090 Milan, Italy;
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy;
| | - Franca Rosa Guerini
- IRCCS Fondazione Don Carlo Gnocchi, ONLUS, 20148 Milan, Italy; (M.C.); (M.S.)
| | | | - Federico Balzola
- Division of Gastroenterology, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, University of Turin, 10126 Turin, Italy;
| | - Pier Mario Biava
- Scientific Institute of Research and Care Multimedica, 20138 Milan, Italy;
| | - Alessandra Bolotta
- DIMES, School of Medicine, University of Bologna, 40126 Bologna, Italy; (P.M.A.); (A.B.); (A.G.)
| | - Marco Brunero
- Department of Pediatric Surgery, Fondazione IRCCS Policlinico San Matteo, 27100 Pavia, Italy;
| | - Ernesto Burgio
- ECERI—European Cancer and Environment Research Institute, Square de Meeus 38-40, 1000 Bruxelles, Belgium;
| | - Alberto Chiara
- Dipartimento Materno Infantile ASST, 27100 Pavia, Italy;
| | - Mario Clerici
- IRCCS Fondazione Don Carlo Gnocchi, ONLUS, 20148 Milan, Italy; (M.C.); (M.S.)
- Department of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy
| | - Luigi Croce
- Centro Domino per l’Autismo, Universita’ Cattolica Brescia, 20139 Milan, Italy;
| | - Carla Ferreri
- National Research Council of Italy, Institute of Organic Synthesis and Photoreactivity (ISOF), 40129 Bologna, Italy;
| | - Niccolò Giovannini
- Department of Obstetrics and Gynecology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Alessandro Ghezzo
- DIMES, School of Medicine, University of Bologna, 40126 Bologna, Italy; (P.M.A.); (A.B.); (A.G.)
| | - Enzo Grossi
- Autism Research Unit, Villa Santa Maria Foundation, 22038 Tavernerio, Italy;
| | - Roberto Keller
- Adult Autism Centre DSM ASL Città di Torino, 10138 Turin, Italy;
| | - Andrea Manzotti
- RAISE Lab, Foundation COME Collaboration, 65121 Pescara, Italy;
| | - Marina Marini
- DIMES, School of Medicine, University of Bologna, 40126 Bologna, Italy; (P.M.A.); (A.B.); (A.G.)
| | - Lucia Migliore
- Medical Genetics Laboratories, Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, 56126 Pisa, Italy; (L.M.); (A.S.)
| | - Lucio Moderato
- Fondazione Istituto Sacra Famiglia ONLUS, Cesano Boscone, 20090 Milan, Italy;
| | - Davide Moscone
- Associazione Spazio Asperger ONLUS, Centro Clinico CuoreMenteLab, 00141 Rome, Italy;
| | - Michele Mussap
- Neonatal Intensive Care Unit, Department of Surgical Sciences, Puericulture Institute and Neonatal Section, Azienda Ospedaliera Universitaria, 09100 Cagliari, Italy; (M.M.); (V.F.)
| | - Antonia Parmeggiani
- Child Neurology and Psychiatry Unit, IRCCS ISNB, S. Orsola-Malpighi Hospital, Department of Medical and Surgical Sciences, University of Bologna, 40138 Bologna, Italy;
| | - Valentina Pasin
- Milan Institute for health Care and Advanced Learning, 20124 Milano, Italy;
| | | | - Cristina Piras
- Department of Biomedical Sciences, University of Cagliari, 09042 Cagliari, Italy;
| | - Marina Saresella
- IRCCS Fondazione Don Carlo Gnocchi, ONLUS, 20148 Milan, Italy; (M.C.); (M.S.)
| | - Andrea Stoccoro
- Medical Genetics Laboratories, Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, 56126 Pisa, Italy; (L.M.); (A.S.)
| | - Tiziana Toso
- Unione Italiana Lotta alla Distrofia Muscolare UILDM, 35100 Padova, Italy;
| | - Rosa Anna Vacca
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies (IBIOM), National Research Council of Italy, 70126 Bari, Italy;
| | - David Vagni
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy, 98164 Messina, Italy;
| | | | - Laura Villa
- Scientific Institute, IRCCS Eugenio Medea, Via Don Luigi Monza 20, 23842 Bosisio Parini, Italy;
| | - Pierluigi Politi
- Department of Brain and Behavioral Sciences, University of Pavia, 27100 Pavia, Italy;
| | - Vassilios Fanos
- Neonatal Intensive Care Unit, Department of Surgical Sciences, Puericulture Institute and Neonatal Section, Azienda Ospedaliera Universitaria, 09100 Cagliari, Italy; (M.M.); (V.F.)
- Neonatal Intensive Care Unit, Azienda Ospedaliera Universitaria, 09042 Cagliari, Italy
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14
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Béroule DG. Paradoxical Effects of a Cytokine and an Anticonvulsant Strengthen the Epigenetic/Enzymatic Avenue for Autism Research. Front Cell Neurosci 2020; 14:585395. [PMID: 33262691 PMCID: PMC7686807 DOI: 10.3389/fncel.2020.585395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 09/28/2020] [Indexed: 11/16/2022] Open
Abstract
Maternal exposure to the valproate short-chain fatty acid (SCFA) during pregnancy is known to possibly induce autism spectrum disorders (ASDs) in the offspring. By contrast, case studies have evidenced positive outcomes of this anticonvulsant drug in children with severe autism. Interestingly, the same paradoxical pattern applies to the IL-17a inflammatory cytokine involved in the immune system regulation. Such joint apparent contradictions can be overcome by pointing out that, among their respective signaling pathways, valproate and IL-17a share an enhancement of the “type A monoamine oxidase” (MAOA) enzyme carried by the X chromosome. In the Guided Propagation (GP) model of autism, such enzymatic rise triggers a prenatal epigenetic downregulation, which, without possible X-inactivation, and when coinciding with genetic expression variants of other brain enzymes, results in the delayed onset of autistic symptoms. The underlying imbalance of synaptic monoamines, serotonin in the first place, would reflect a mismatch between the environment to which the brain metabolism was prepared during gestation and the postnatal actual surroundings. Following a prenatal exposure to molecules that significantly elicit the MAOA gene expression, a daily treatment with the same metabolic impact would tend to recreate the fetal environment and contribute to rebalance monoamines, thus allowing proper neural circuits to gradually develop, provided behavioral re-education. Given the multifaceted other players than MAOA that are involved in the regulation of serotonin levels, potential compensatory effects are surveyed, which may underlie the autism heterogeneity. This explanatory framework opens up prospects regarding autism prevention and treatment, strikingly in line with current advances along the gut microbiome–brain axis.
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Affiliation(s)
- D G Béroule
- CNRS, Bat.508, Faculté des Sciences d'Orsay, BP 133, Orsay, France.,CRIIGEN, Paris, France
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15
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Proteomics and Metabolomics Approaches towards a Functional Insight onto AUTISM Spectrum Disorders: Phenotype Stratification and Biomarker Discovery. Int J Mol Sci 2020; 21:ijms21176274. [PMID: 32872562 PMCID: PMC7504551 DOI: 10.3390/ijms21176274] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2020] [Revised: 08/25/2020] [Accepted: 08/27/2020] [Indexed: 12/19/2022] Open
Abstract
Autism spectrum disorders (ASDs) are neurodevelopmental disorders characterized by behavioral alterations and currently affect about 1% of children. Significant genetic factors and mechanisms underline the causation of ASD. Indeed, many affected individuals are diagnosed with chromosomal abnormalities, submicroscopic deletions or duplications, single-gene disorders or variants. However, a range of metabolic abnormalities has been highlighted in many patients, by identifying biofluid metabolome and proteome profiles potentially usable as ASD biomarkers. Indeed, next-generation sequencing and other omics platforms, including proteomics and metabolomics, have uncovered early age disease biomarkers which may lead to novel diagnostic tools and treatment targets that may vary from patient to patient depending on the specific genomic and other omics findings. The progressive identification of new proteins and metabolites acting as biomarker candidates, combined with patient genetic and clinical data and environmental factors, including microbiota, would bring us towards advanced clinical decision support systems (CDSSs) assisted by machine learning models for advanced ASD-personalized medicine. Herein, we will discuss novel computational solutions to evaluate new proteome and metabolome ASD biomarker candidates, in terms of their recurrence in the reviewed literature and laboratory medicine feasibility. Moreover, the way to exploit CDSS, performed by artificial intelligence, is presented as an effective tool to integrate omics data to electronic health/medical records (EHR/EMR), hopefully acting as added value in the near future for the clinical management of ASD.
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16
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Ventura G, Calvano CD, Porcelli V, Palmieri L, De Giacomo A, Xu Y, Goodacre R, Palmisano F, Cataldi TRI. Phospholipidomics of peripheral blood mononuclear cells (PBMCs): the tricky case of children with autism spectrum disorder (ASD) and their healthy siblings. Anal Bioanal Chem 2020; 412:6859-6874. [DOI: 10.1007/s00216-020-02817-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Revised: 07/08/2020] [Accepted: 07/14/2020] [Indexed: 12/19/2022]
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17
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Usui N, Iwata K, Miyachi T, Takagai S, Wakusawa K, Nara T, Tsuchiya KJ, Matsumoto K, Kurita D, Kameno Y, Wakuda T, Takebayashi K, Iwata Y, Fujioka T, Hirai T, Toyoshima M, Ohnishi T, Toyota T, Maekawa M, Yoshikawa T, Maekawa M, Nakamura K, Tsujii M, Sugiyama T, Mori N, Matsuzaki H. VLDL-specific increases of fatty acids in autism spectrum disorder correlate with social interaction. EBioMedicine 2020; 58:102917. [PMID: 32739868 PMCID: PMC7393524 DOI: 10.1016/j.ebiom.2020.102917] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 07/08/2020] [Accepted: 07/10/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Abnormalities of lipid metabolism contributing to the autism spectrum disorder (ASD) pathogenesis have been suggested, but the mechanisms are not fully understood. We aimed to characterize the lipid metabolism in ASD and to explore a biomarker for clinical evaluation. METHODS An age-matched case-control study was designed. Lipidomics was conducted using the plasma samples from 30 children with ASD compared to 30 typical developmental control (TD) children. Large-scale lipoprotein analyses were also conducted using the serum samples from 152 children with ASD compared to 122 TD children. Data comparing ASD to TD subjects were evaluated using univariate (Mann-Whitney test) and multivariate analyses (conditional logistic regression analysis) for main analyses using cofounders (diagnosis, sex, age, height, weight, and BMI), Spearman rank correlation coefficient, and discriminant analyses. FINDINGS Forty-eight significant metabolites involved in lipid biosynthesis and metabolism, oxidative stress, and synaptic function were identified in the plasma of ASD children by lipidomics. Among these, increased fatty acids (FAs), such as omega-3 (n-3) and omega-6 (n-6), showed correlations with clinical social interaction score and ASD diagnosis. Specific reductions of very-low-density lipoprotein (VLDL) and apoprotein B (APOB) in serum of ASD children also were found by large-scale lipoprotein analysis. VLDL-specific reduction in ASD was correlated with APOB, indicating VLDL-specific dyslipidaemia associated with APOB in ASD children. INTERPRETATION Our results demonstrated that the increases in FAs correlated positively with social interaction are due to VLDL-specific degradation, providing novel insights into the lipid metabolism underlying ASD pathophysiology. FUNDING This study was supported mainly by MEXT, Japan.
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Affiliation(s)
- Noriyoshi Usui
- Research Center for Child Mental Development, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan; Department of Child Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan; Life Science Innovation Center, University of Fukui, Fukui 910-1193, Japan; Center for Medical Research and Education, and Department of Neuroscience and Cell Biology, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan; Department of Neuroscience and Cell Biology, Graduate School of Medicine, Osaka University, Osaka 565-0871, Japan; Global Center for Medical Engineering and Informatics, Osaka University, Osaka 565-0871, Japan; Addiction Research Unit, Osaka Psychiatric Research Center, Osaka Psychiatric Medical Center, Osaka 541-8567, Japan
| | - Keiko Iwata
- Research Center for Child Mental Development, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan; Department of Child Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan; Life Science Innovation Center, University of Fukui, Fukui 910-1193, Japan
| | - Taishi Miyachi
- Department of Pediatrics, Nagoya City University Medical School, Aichi 467-8601, Japan
| | - Shu Takagai
- Department of Child and Adolescent Psychiatry, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Keisuke Wakusawa
- Department of Rehabilitation, Miyagi Children's Hospital, Miyagi 989-3126, Japan
| | - Takahiro Nara
- Department of Rehabilitation, Miyagi Children's Hospital, Miyagi 989-3126, Japan
| | - Kenji J Tsuchiya
- Research Center for Child Mental Development, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Kaori Matsumoto
- Graduate School of Psychology, Kanazawa Institute of Technology, Ishikawa 921-8054, Japan
| | - Daisuke Kurita
- Department of Psychiatry, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Yosuke Kameno
- Department of Psychiatry, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Tomoyasu Wakuda
- Department of Psychiatry, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Kiyokazu Takebayashi
- Department of Psychiatry, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Yasuhide Iwata
- Department of Psychiatry and Neurology, Fukude Nishi Hospital, Shizuoka 437-1216, Japan
| | - Toru Fujioka
- Research Center for Child Mental Development, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan; Department of Child Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan
| | - Takaharu Hirai
- Department of Child Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan; Department of Community Health Nursing, School of Medical Sciences, University of Fukui, Fukui 910-1193, Japan
| | - Manabu Toyoshima
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Tetsuo Ohnishi
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Tomoko Toyota
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Motoko Maekawa
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Takeo Yoshikawa
- Laboratory for Molecular Psychiatry, RIKEN Center for Brain Science, Saitama 351-0198, Japan
| | - Masato Maekawa
- Department of Laboratory Medicine, Hamamatsu University School of Medicine, Shizuoka 431-3192, Japan
| | - Kazuhiko Nakamura
- Department of Psychiatry, Hirosaki University School of Medicine, Aomori 036-8562, Japan
| | - Masatsugu Tsujii
- School of Contemporary Sociology, Chukyo University, Aichi 470-0393, Japan
| | - Toshiro Sugiyama
- Research Center for Child Mental Development, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan
| | - Norio Mori
- Department of Psychiatry and Neurology, Fukude Nishi Hospital, Shizuoka 437-1216, Japan
| | - Hideo Matsuzaki
- Research Center for Child Mental Development, University of Fukui, 23-3, Matsuokashimoaizuki, Eiheiji-cho, Yoshida-gun, Fukui 910-1193, Japan; Department of Child Development, United Graduate School of Child Development, Osaka University, Osaka 565-0871, Japan; Life Science Innovation Center, University of Fukui, Fukui 910-1193, Japan.
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18
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Bukhari SI, Alfawaz H, Al-Dbass A, Bhat RS, Moubayed NMS, Bukhari W, Hassan SA, Merghani N, Elsamaligy S, El-Ansary A. Efficacy of Novavit in ameliorating the neurotoxicity of propionic acid. Transl Neurosci 2020; 11:134-146. [PMID: 33312719 PMCID: PMC7705989 DOI: 10.1515/tnsci-2020-0103] [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: 11/12/2019] [Revised: 03/08/2020] [Accepted: 03/24/2020] [Indexed: 01/01/2023] Open
Abstract
Oxidative stress, abnormal fatty acid metabolism, and impaired gut microbiota play a serious role in the pathology of autism. The use of dietary supplements to improve the core symptoms of autism is a common therapeutic strategy. The present study analyzed the effects of oral supplementation with Novavit, a multi-ingredient supplement, on ameliorating oxidative stress and impaired lipid metabolism in a propionic acid (PPA)-induced rodent model of autism. Male western albino rats were divided into three groups. The first group is the control, the second group was given an oral neurotoxic dose of PPA (250 mg/kg body weight/day) for 3 days and then received buffered saline until the end of the experiment. The third group received Novavit (70 mg/kg body weight/day for 30 days after the 3-day PPA treatment). Markers of oxidative stress and impaired fatty acid metabolism were measured in brain homogenates obtained from each group. Novavit modulation of the gut microbiota was also evaluated. While PPA induced significant increases in lipid peroxides and 5-lipoxygenase, together with significantly decreased glutathione, and cyclooxygenase 2, oral supplementation with Novavit ameliorated PPA-induced oxidative stress and impaired fatty acid metabolism. Our results showed that the presence of multivitamins, coenzyme Q10, minerals, and colostrum, the major components of Novavit, protects against PPA-induced neurotoxicity.
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Affiliation(s)
- Sarah I. Bukhari
- Department of Pharmaceutics, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Hanan Alfawaz
- Department of Food Science and Nutrition, College of Food Science and Agriculture, King Saud University, Riyadh, Saudi Arabia
| | - Abeer Al-Dbass
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Ramesa Shafi Bhat
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Nadine MS Moubayed
- Department of Botany and Microbiology, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Wadha Bukhari
- Central Laboratory, Female Center for Medical Studies and Scientific Section, King Saud University, P O Box 22452, Riyadh, Saudi Arabia
| | | | - Nada Merghani
- Central Laboratory, Female Center for Medical Studies and Scientific Section, King Saud University, P O Box 22452, Riyadh, Saudi Arabia
| | - Samar Elsamaligy
- Department of Pharamaceutics and Industrial Pharmacy, Helwan University, Ain Helwan, Cairo, Egypt
| | - Afaf El-Ansary
- Central Laboratory, Female Center for Medical Studies and Scientific Section, King Saud University, P O Box 22452, Riyadh, Saudi Arabia
- Therapeutic Department, National Research Centre, Dokki, Egypt
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19
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Update on Atypicalities of Central Nervous System in Autism Spectrum Disorder. Brain Sci 2020; 10:brainsci10050309. [PMID: 32443912 PMCID: PMC7287879 DOI: 10.3390/brainsci10050309] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 05/14/2020] [Accepted: 05/17/2020] [Indexed: 12/15/2022] Open
Abstract
Autism spectrum disorder (ASD) is a heterogeneous, behaviorally defined, neurodevelopmental disorder that has been modeled as a brain-based disease. The behavioral and cognitive features of ASD are associated with pervasive atypicalities in the central nervous system (CNS). To date, the exact mechanisms underlying the pathophysiology of ASD still remain unknown and there is currently no cure or effective treatment for this disorder. Many publications implicated the association of ASD with inflammation, immune dysregulation, neurotransmission dysfunction, mitochondrial impairment and cell signaling dysregulation. This review attempts to highlight evidence of the major pathophysiology of ASD including abnormalities in the brain structure and function, neuroglial activation and neuroinflammation, glutamatergic neurotransmission, mitochondrial dysfunction and mechanistic target of rapamycin (mTOR) signaling pathway dysregulation. Molecular and cellular factors that contributed to the pathogenesis of ASD and how they may affect the development and function of CNS are compiled in this review. However, findings of published studies have been complicated by the fact that autism is a very heterogeneous disorder; hence, we addressed the limitations that led to discrepancies in the reported findings. This review emphasizes the need for future studies to control study variables such as sample size, gender, age range and intelligence quotient (IQ), all of which that could affect the study measurements. Neuroinflammation or immune dysregulation, microglial activation, genetically linked neurotransmission, mitochondrial dysfunctions and mTOR signaling pathway could be the primary targets for treating and preventing ASD. Further research is required to better understand the molecular causes and how they may contribute to the pathophysiology of ASD.
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Ha SY, Qiu XM, Lai ZZ, Yang HL, Wang Y, Ruan LY, Shi JW, Zhu XY, Li DJ, Li MQ. Excess palmitate induces decidual stromal cell apoptosis via the TLR4/JNK/NF-kB pathways and possibly through glutamine oxidation. Mol Hum Reprod 2020; 26:88-100. [PMID: 31977025 DOI: 10.1093/molehr/gaaa004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 12/23/2019] [Accepted: 01/08/2020] [Indexed: 12/30/2022] Open
Abstract
During gestation, excess palmitate (PA) is enriched in decidua. Both excess PA and decidual dysfunctions are associated with numerous adverse pregnancy outcomes such as gestational diabetes, preeclampsia and preterm birth and intrauterine growth restriction. Here, mRNA data about the effects of PA were collected from multiple databases and analyzed. Human decidual tissues were obtained from clinically normal pregnancies, terminated for non-medical reasons, during the first trimester, and decidual stromal cells (DSCs) were isolated and exposed to PA, alone or together with the inhibitors of Toll-like receptor 4 (TLR4), Jun N-terminal kinase (JNK), nuclear factor-kappa-gene binding (NF-kB) or glutamine (GLN) oxidation. Furthermore, DSCs were transfected with lentiviral particles overexpressing human TLR4. We demonstrate that excess PA interacting with its receptor TLR4 disturbs DSC hemostasis during the first trimester. Specifically, high PA signal induced DSC apoptosis and formed an inflammatory program (elevated interleukin-1 beta and decreased interleukin-10) via the activation of TLR4/JNK/NF-kB pathways. A complexed cross-talk was found between TLR4/JNK/NF-kB signals and PA deposition in DSCs. Besides, under an excess PA environment, GLN oxidation was significantly enhanced in DSCs and the suppression of GLN oxidation further augmented PA-mediated DSC apoptosis and inflammatory responses. In conclusion, excess PA induces apoptosis and inflammation in DSCs via the TLR4/JNK/NF-kB pathways, which can be augmented by the suppression of GLN oxidation.
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Affiliation(s)
- Si-Yao Ha
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Xue-Min Qiu
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Zhen-Zhen Lai
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Hui-Li Yang
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Yan Wang
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Lu-Yu Ruan
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Jia-Wei Shi
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Xiao-Yong Zhu
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China.,Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
| | - Da-Jin Li
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China
| | - Ming-Qing Li
- Laboratory for Reproductive Immunology, National Health Commission (NHC) Key Lab of Reproduction Regulation (Shanghai Institute of Planned Parenthood Research), Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200082, People's Republic of China.,Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Hospital of Obstetrics and Gynecology, Shanghai Medical School, Fudan University, Shanghai 200011, People's Republic of China
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Yu Q, He Z, Zubkov D, Huang S, Kurochkin I, Yang X, Halene T, Willmitzer L, Giavalisco P, Akbarian S, Khaitovich P. Lipidome alterations in human prefrontal cortex during development, aging, and cognitive disorders. Mol Psychiatry 2020; 25:2952-2969. [PMID: 30089790 PMCID: PMC7577858 DOI: 10.1038/s41380-018-0200-8] [Citation(s) in RCA: 66] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 04/26/2018] [Accepted: 06/11/2018] [Indexed: 12/27/2022]
Abstract
Lipids are essential to brain functions, yet they remain largely unexplored. Here we investigated the lipidome composition of prefrontal cortex gray matter in 396 cognitively healthy individuals with ages spanning 100 years, as well as 67 adult individuals diagnosed with autism (ASD), schizophrenia (SZ), and Down syndrome (DS). Of the 5024 detected lipids, 95% showed significant age-dependent concentration differences clustering into four temporal stages, and resulting in a gradual increase in membrane fluidity in individuals ranging from newborn to nonagenarian. Aging affects 14% of the brain lipidome with late-life changes starting predominantly at 50-55 years of age-a period of general metabolic transition. All three diseases alter the brain lipidome composition, leading-among other things-to a concentration decrease in glycerophospholipid metabolism and endocannabinoid signaling pathways. Lipid concentration decreases in SZ were further linked to genetic variants associated with disease, indicating the relevance of the lipidome changes to disease progression.
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Affiliation(s)
- Qianhui Yu
- grid.9227.e0000000119573309Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031 China ,grid.419092.70000 0004 0467 2285CAS Key Laboratory of Compstudy has been deposited in the National Omics Datautational Biology, CAS-MPG Partner Institute for Computational Biology, SIBS, CAS, Shanghai, 200031 China
| | - Zhisong He
- grid.419092.70000 0004 0467 2285CAS Key Laboratory of Compstudy has been deposited in the National Omics Datautational Biology, CAS-MPG Partner Institute for Computational Biology, SIBS, CAS, Shanghai, 200031 China ,grid.454320.40000 0004 0555 3608Skolkovo Institute of Science and Technology, Moscow, 143028 Russia
| | - Dmitry Zubkov
- grid.454320.40000 0004 0555 3608Skolkovo Institute of Science and Technology, Moscow, 143028 Russia
| | - Shuyun Huang
- grid.419092.70000 0004 0467 2285CAS Key Laboratory of Compstudy has been deposited in the National Omics Datautational Biology, CAS-MPG Partner Institute for Computational Biology, SIBS, CAS, Shanghai, 200031 China ,grid.440637.20000 0004 4657 8879ShanghaiTech University, Shanghai, 200031 China
| | - Ilia Kurochkin
- grid.454320.40000 0004 0555 3608Skolkovo Institute of Science and Technology, Moscow, 143028 Russia
| | - Xiaode Yang
- grid.9227.e0000000119573309Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai, 200031 China ,grid.419092.70000 0004 0467 2285CAS Key Laboratory of Compstudy has been deposited in the National Omics Datautational Biology, CAS-MPG Partner Institute for Computational Biology, SIBS, CAS, Shanghai, 200031 China
| | - Tobias Halene
- grid.59734.3c0000 0001 0670 2351Department of Psychiatry and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029 USA
| | - Lothar Willmitzer
- grid.418390.70000 0004 0491 976XMax Planck Institute for Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476 Germany
| | - Patrick Giavalisco
- Max Planck Institute for Molecular Plant Physiology, Am Mühlenberg 1, Potsdam, 14476, Germany.
| | - Schahram Akbarian
- Department of Psychiatry and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
| | - Philipp Khaitovich
- Skolkovo Institute of Science and Technology, Moscow, 143028, Russia. .,ShanghaiTech University, Shanghai, 200031, China. .,Max Planck Institute for Evolutionary Anthropology, Leipzig, 04103, Germany. .,Comparative Biology Group, CAS-MPG Partner Institute for Computational Biology, SIBS, CAS, Shanghai, 200031, China.
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22
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Ansel A, Posen Y, Ellis R, Deutsch L, Zisman PD, Gesundheit B. Biomarkers for Autism Spectrum Disorders (ASD): A Meta-analysis. Rambam Maimonides Med J 2019; 10:RMMJ.10375. [PMID: 31675302 PMCID: PMC6824829 DOI: 10.5041/rmmj.10375] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
OBJECTIVE To compare the reported accuracy and sensitivity of the various modalities used to diagnose autism spectrum disorders (ASD) in efforts to help focus further biomarker research on the most promising methods for early diagnosis. METHODS The Medline scientific literature database was searched to identify publications assessing potential clinical ASD biomarkers. Reports were categorized by the modality used to assess the putative markers, including protein, genetic, metabolic, or objective imaging methods. The reported sensitivity, specificity, area under the curve, and overall agreement were summarized and analyzed to determine weighted averages for each diagnostic modality. Heterogeneity was measured using the I2 test. RESULTS Of the 71 papers included in this analysis, each belonging to one of five modalities, protein-based followed by metabolite-based markers provided the highest diagnostic accuracy, each with a pooled overall agreement of 83.3% and respective weighted area under the curve (AUC) of 89.5% and 88.3%. Sensitivity provided by protein markers was highest (85.5%), while metabolic (85.9%) and protein markers (84.7%) had the highest specificity. Other modalities showed degrees of sensitivity, specificity, and overall agreements in the range of 73%-80%. CONCLUSIONS Each modality provided for diagnostic accuracy and specificity similar or slightly higher than those reported for the gold-standard Autism Diagnostic Observation Schedule (ADOS) instrument. Further studies are required to identify the most predictive markers within each modality and to evaluate biological pathways or clustering with possible etiological relevance. Analyses will also be necessary to determine the potential of these novel biomarkers in diagnosing pediatric patients, thereby enabling early intervention.
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Affiliation(s)
| | - Yehudit Posen
- Cell-El Therapeutics Ltd, Jerusalem, Israel
- PSW Ltd, Rehovot, Israel
| | - Ronald Ellis
- Cell-El Therapeutics Ltd, Jerusalem, Israel
- Biotech & Biopharma Consulting, Jerusalem, Israel
| | - Lisa Deutsch
- Biostats Statistical Consulting Ltd, Modiin, Israel
| | | | - Benjamin Gesundheit
- Cell-El Therapeutics Ltd, Jerusalem, Israel
- To whom correspondence should be addressed. E-mail:
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Fatima S, Hu X, Gong RH, Huang C, Chen M, Wong HLX, Bian Z, Kwan HY. Palmitic acid is an intracellular signaling molecule involved in disease development. Cell Mol Life Sci 2019; 76:2547-2557. [PMID: 30968170 PMCID: PMC11105207 DOI: 10.1007/s00018-019-03092-7] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 03/31/2019] [Accepted: 04/02/2019] [Indexed: 12/14/2022]
Abstract
Emerging evidence shows that palmitic acid (PA), a common fatty acid in the human diet, serves as a signaling molecule regulating the progression and development of many diseases at the molecular level. In this review, we focus on its regulatory roles in the development of five pathological conditions, namely, metabolic syndrome, cardiovascular diseases, cancer, neurodegenerative diseases, and inflammation. We summarize the clinical and epidemiological studies; and also the mechanistic studies which have identified the molecular targets for PA in these pathological conditions. Activation or inactivation of these molecular targets by PA controls disease development. Therefore, identifying the specific targets and signaling pathways that are regulated by PA can give us a better understanding of how these diseases develop for the design of effective targeted therapeutics.
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Affiliation(s)
- Sarwat Fatima
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Xianjing Hu
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Rui-Hong Gong
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Chunhua Huang
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Minting Chen
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Hoi Leong Xavier Wong
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China
| | - Zhaoxiang Bian
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China.
| | - Hiu Yee Kwan
- School of Chinese Medicine, Centre of Clinical Research for Chinese Medicine, and Centre for Cancer and Inflammation Research, Hong Kong Baptist University, Hong Kong, China.
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24
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Rangel-Huerta OD, Gomez-Fernández A, de la Torre-Aguilar MJ, Gil A, Perez-Navero JL, Flores-Rojas K, Martín-Borreguero P, Gil-Campos M. Metabolic profiling in children with autism spectrum disorder with and without mental regression: preliminary results from a cross-sectional case-control study. Metabolomics 2019; 15:99. [PMID: 31250215 DOI: 10.1007/s11306-019-1562-x] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 06/20/2019] [Indexed: 01/22/2023]
Abstract
INTRODUCTION It is challenging to establish the mechanisms involved in the variety of well-defined clinical phenotypes in autism spectrum disorder (ASD) and the pathways involved in their pathogeneses. OBJECTIVES The aim of the present study was to evaluate the metabolomic profiles of children with ASD subclassified by mental regression (AR) phenotype and with no regression (ANR). METHODS The present study was a cross-sectional case-control study. Thirty children aged 2-6 years with ASD were included: 15 with ANR and 15 with AR. In addition, a control group of 30 normally developing children was selected and matched to the ASD group by sex and age. Plasma samples were analyzed with a metabolomics single platform methodology based on liquid chromatography-mass spectrometry. Univariate and multivariate analysis, including orthogonal partial least squares-discriminant analysis modeling and Shared-and-Unique-Structures plots, were performed using MetaboAnalyst 4.0 and SIMCA-P 15. The primary endpoint was the metabolic signature profiling among healthy children and autistic children and their subgroups. RESULTS Metabolomic profiles of 30 healthy children, 15 ANR and 15 AR were compared. Several differences between healthy children and children with ASD were detected, involving mainly amino acid, lipid and nicotinamide metabolism. Furthermore, we report subtle differences between the ANR and AR groups. CONCLUSIONS In this study, we report, for the first time, the plasmatic metabolomic profiles of children with ASD, including two different phenotypes based on mental regression status. The use of a liquid chromatography-mass spectrometry platform approach for metabolomics in ASD children using plasma appears to be very efficient and adds further support to previous findings in urine. Furthermore, the present study documents several changes related to amino acid, NAD+ and lipid metabolism that, in some cases, such as arginine and glutamate pathway alterations, seem to be associated with the AR phenotype. Further targeted analyses are needed in a larger cohort to validate the results presented herein.
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Affiliation(s)
- O D Rangel-Huerta
- Department of Nutrition, University of Oslo, Oslo, Norway
- Norwegian Veterinary Institute, Oslo, Norway
| | - A Gomez-Fernández
- Department of Pediatrics, Reina Sofia University Hospital, University of Córdoba, IMIBIC, Córdoba, Spain
| | - M J de la Torre-Aguilar
- Department of Pediatrics, Reina Sofia University Hospital, University of Córdoba, IMIBIC, Córdoba, Spain
| | - A Gil
- Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology "José Mataix", Centre for Biomedical Research, University of Granada, Granada, Spain
- CIBEROBN, Madrid, Spain
| | - J L Perez-Navero
- Department of Pediatrics, Reina Sofia University Hospital, University of Córdoba, IMIBIC, Córdoba, Spain
| | - K Flores-Rojas
- Department of Pediatrics, Reina Sofia University Hospital, University of Córdoba, IMIBIC, Córdoba, Spain
- Paediatric Metabolism Unit, CIBEROBN, Madrid, Spain
| | | | - M Gil-Campos
- Department of Pediatrics, Reina Sofia University Hospital, University of Córdoba, IMIBIC, Córdoba, Spain.
- Paediatric Metabolism Unit, CIBEROBN, Madrid, Spain.
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Al-Suwailem E, Abdi S, Bhat RS, El-Ansary A. Glutamate Signaling Defects in Propionic Acid Orally Administered to Juvenile Rats as an Experimental Animal Model of Autism. NEUROCHEM J+ 2019. [DOI: 10.1134/s1819712419010021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Nuclear Peroxisome Proliferator-Activated Receptors (PPARs) as Therapeutic Targets of Resveratrol for Autism Spectrum Disorder. Int J Mol Sci 2019; 20:ijms20081878. [PMID: 30995737 PMCID: PMC6515064 DOI: 10.3390/ijms20081878] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 04/05/2019] [Accepted: 04/12/2019] [Indexed: 12/13/2022] Open
Abstract
Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by defective social communication and interaction and restricted, repetitive behavior with a complex, multifactorial etiology. Despite an increasing worldwide prevalence of ASD, there is currently no pharmacological cure to treat core symptoms of ASD. Clinical evidence and molecular data support the role of impaired mitochondrial fatty acid oxidation (FAO) in ASD. The recognition of defects in energy metabolism in ASD may be important for better understanding ASD and developing therapeutic intervention. The nuclear peroxisome proliferator-activated receptors (PPAR) α, δ, and γ are ligand-activated receptors with distinct physiological functions in regulating lipid and glucose metabolism, as well as inflammatory response. PPAR activation allows a coordinated up-regulation of numerous FAO enzymes, resulting in significant PPAR-driven increases in mitochondrial FAO flux. Resveratrol (RSV) is a polyphenolic compound which exhibits metabolic, antioxidant, and anti-inflammatory properties, pointing to possible applications in ASD therapeutics. In this study, we review the evidence for the existing links between ASD and impaired mitochondrial FAO and review the potential implications for regulation of mitochondrial FAO in ASD by PPAR activators, including RSV.
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Shen L, Zhao Y, Zhang H, Feng C, Gao Y, Zhao D, Xia S, Hong Q, Iqbal J, Liu XK, Yao F. Advances in Biomarker Studies in Autism Spectrum Disorders. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2019; 1118:207-233. [PMID: 30747425 DOI: 10.1007/978-3-030-05542-4_11] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Autism spectrum disorder (ASD) is a neurological and developmental condition that begins early in childhood and lasts throughout life. The epidemiology of ASD is continuously increasing all over the world with huge social and economical burdens. As the etiology of autism is not completely understood, there is still no medication available for the treatment of this disorder. However, some behavioral interventions are available to improve the core and associated symptoms of autism, particularly when initiated at an early stage. Thus, there is an increasing demand for finding biomarkers for ASD. Although diagnostic biomarkers have not yet been established, research efforts have been carried out in neuroimaging and biological analyses including genomics and gene testing, proteomics, metabolomics, transcriptomics, and studies of the immune system, inflammation, and microRNAs. Here, we will review the current progress in these fields and focus on new methods, developments, research strategies, and studies of blood-based biomarkers.
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Affiliation(s)
- Liming Shen
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China.
| | - Yuxi Zhao
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Huajie Zhang
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Chengyun Feng
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Yan Gao
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Danqing Zhao
- Department of Obstetrics and Gynecology, Affiliated Hospital of Guizhou Medical University, Guiyang, People's Republic of China
| | - Sijian Xia
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Qi Hong
- Maternal and Child Health Hospital of Baoan, Shenzhen, People's Republic of China
| | - Javed Iqbal
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Xu Kun Liu
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
| | - Fang Yao
- College of Life Science and Oceanography, Shenzhen University, Shenzhen, People's Republic of China
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Mirza R, Sharma B. Selective modulator of peroxisome proliferator-activated receptor-α protects propionic acid induced autism-like phenotypes in rats. Life Sci 2018; 214:106-117. [PMID: 30366038 DOI: 10.1016/j.lfs.2018.10.045] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2018] [Revised: 10/12/2018] [Accepted: 10/22/2018] [Indexed: 01/15/2023]
Abstract
AIMS The present study investigated the neuropharmacological role of PPAR-α modulator, fenofibrate in postnatal-propionic acid induced symptomatology related with autism spectrum disorders (ASD) in Wistar rats. MAIN METHODS The propionic acid (250 mg/kg, p.o.) was administered to rats from postnatal 21st day to 23rd day to induce autism-related neurobehavioral and neurobiochemical alterations in rats. Then, rats were treated with fenofibrate (100 mg/kg and 200 mg/kg, orally) from postnatal 24th day till 48th day. The social behavior (three chambers social testing apparatus), repetitive behavior (Y-maze), locomotor activity (actophotometer), anxiety (elevated plus maze) and exploratory behavior (hole board test) were assessed. Biochemically, oxidative stress (thiobarbituric acid reactive species and reduced glutathione level) and neuroinflammation (interleukin-6, tumor necrosis factor-α and interleukin-10) were evaluated in the cerebellum, brainstem and prefrontal cortex of rats. KEY FINDINGS Propionic acid-treated rats showed social impairment, repetitive behavior, hyperlocomotion, anxiety and low exploratory activity. Also, these animals showed higher levels of oxidative stress (increased in thiobarbituric acid reactive species and decreased in reduced glutathione level) as well as inflammation (increased in interleukin-6, tumor necrosis factor-α and decreased in interleukin-10) and inflammation in aforementioned brain-regions. Treatment with fenofibrate significantly attenuated the propionic acid induced-social impairment, repetitive behavior, hyperactivity, anxiety and low exploratory activity. Furthermore, fenofibrate also reduced the oxidative stress and neuroinflammation in propionic acid-treated rats. SIGNIFICANCE A selective PPAR-α agonist, fenofibrate provides neurobehavioral and neurobiochemical benefits in postnatal-propionic acid induced autism-related phenotype in rats. Thus, fenofibrate may further be studied for its possible benefits in ASD symptoms.
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Affiliation(s)
- Roohi Mirza
- Department of Pharmacology, Amity Institute of Pharmacy, Amity University Uttar Pradesh, India
| | - Bhupesh Sharma
- Department of Pharmacology, Amity Institute of Pharmacy, Amity University Uttar Pradesh, India; CNS Pharmacology, Conscience Research, Delhi, India.
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Rose S, Niyazov DM, Rossignol DA, Goldenthal M, Kahler SG, Frye RE. Clinical and Molecular Characteristics of Mitochondrial Dysfunction in Autism Spectrum Disorder. Mol Diagn Ther 2018; 22:571-593. [PMID: 30039193 PMCID: PMC6132446 DOI: 10.1007/s40291-018-0352-x] [Citation(s) in RCA: 134] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Autism spectrum disorder (ASD) affects ~ 2% of children in the United States. The etiology of ASD likely involves environmental factors triggering physiological abnormalities in genetically sensitive individuals. One of these major physiological abnormalities is mitochondrial dysfunction, which may affect a significant subset of children with ASD. Here we systematically review the literature on human studies of mitochondrial dysfunction related to ASD. Clinical aspects of mitochondrial dysfunction in ASD include unusual neurodevelopmental regression, especially if triggered by an inflammatory event, gastrointestinal symptoms, seizures, motor delays, fatigue and lethargy. Traditional biomarkers of mitochondrial disease are widely reported to be abnormal in ASD, but appear non-specific. Newer biomarkers include buccal cell enzymology, biomarkers of fatty acid metabolism, non-mitochondrial enzyme function, apoptosis markers and mitochondrial antibodies. Many genetic abnormalities are associated with mitochondrial dysfunction in ASD, including chromosomal abnormalities, mitochondrial DNA mutations and large-scale deletions, and mutations in both mitochondrial and non-mitochondrial nuclear genes. Mitochondrial dysfunction has been described in immune and buccal cells, fibroblasts, muscle and gastrointestinal tissue and the brains of individuals with ASD. Several environmental factors, including toxicants, microbiome metabolites and an oxidized microenvironment are shown to modulate mitochondrial function in ASD tissues. Investigations of treatments for mitochondrial dysfunction in ASD are promising but preliminary. The etiology of mitochondrial dysfunction and how to define it in ASD is currently unclear. However, preliminary evidence suggests that the mitochondria may be a fruitful target for treatment and prevention of ASD. Further research is needed to better understand the role of mitochondrial dysfunction in the pathophysiology of ASD.
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Affiliation(s)
- Shannon Rose
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Dmitriy M Niyazov
- Section of Medical Genetics, Ochsner Health System, New Orleans, LA, USA
| | | | - Michael Goldenthal
- Department of Pediatrics, Neurology Section, St. Christopher's Hospital for Children, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Stephen G Kahler
- Department of Pediatrics, University of Arkansas for Medical Sciences and Arkansas Children's Research Institute, Little Rock, AR, USA
| | - Richard E Frye
- Division of Neurodevelopmental Disorders, Department of Neurology, Barrow Neurological Institute, Phoenix Children's Hospital, 1919 E Thomas St, Phoenix, AZ, USA.
- Department of Child Health, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA.
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Lv QQ, You C, Zou XB, Deng HZ. Acyl-carnitine, C5DC, and C26 as potential biomarkers for diagnosis of autism spectrum disorder in children. Psychiatry Res 2018; 267:277-280. [PMID: 29945069 DOI: 10.1016/j.psychres.2018.06.027] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 06/08/2018] [Accepted: 06/10/2018] [Indexed: 02/07/2023]
Abstract
Autism spectrum disorder (ASD) is a group of neurodevelopmental disorders that shown a close association with impaired lipid metabolism. The acyl-carnitine spectrum status in Chinese children with ASD has not been reported. In this study, we assessed the levels of blood acyl-carnitines in Chinese children with ASD and examined the relation between acyl-carnitine profiles and the intelligence levels. Blood levels of acyl-carnitines were determined by tandem mass spectrometry in 60 children with ASD and 30 typically developing children. Chinese Wechsler Young Children Scale of Intelligence (C-WYCSI) was used in ASD group. Blood levels of free carnitine, glutaricyl carnitine, octyl carnitine, twenty four carbonyl carnitine and carnosyl carnitine in the ASD group were significantly lower than those in the control group. Glutaryl carnitine and carnosyl carnitine might be potential biomarkers for diagnosis of ASD. The changes in the acyl-carnitine spectrum indicate potential mitochondrial dysfunction and abnormal fatty acid metabolism in preschool ASD children.
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Affiliation(s)
- Qian-Qian Lv
- Child Developmental & Behavioral Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China; Department of Pediatrics, People's Hospital of Rizhao, Rizhao 276826, China
| | - Cong You
- Child Developmental & Behavioral Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Xiao-Bing Zou
- Child Developmental & Behavioral Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Hong-Zhu Deng
- Child Developmental & Behavioral Center, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
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El-Ansary A, Cannell JJ, Bjørklund G, Bhat RS, Al Dbass AM, Alfawaz HA, Chirumbolo S, Al-Ayadhi L. In the search for reliable biomarkers for the early diagnosis of autism spectrum disorder: the role of vitamin D. Metab Brain Dis 2018; 33:917-931. [PMID: 29497932 DOI: 10.1007/s11011-018-0199-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 02/02/2018] [Indexed: 12/13/2022]
Abstract
Autism spectrum disorder (ASD) affects about 1% of the world's population. Vitamin D is thought to be essential for normal brain development and modulation of the immune system. Worldwide about 1 billion people are affected by vitamin D deficiency. High-sensitivity C-reactive protein (hs-CRP), cytochrome P450 2E1 (CYP2E1) and 8-hydroxy-2'-deoxyguanosine (8-OH-dG) are biomarkers related to inflammation and oxidative stress. In the present study, these biomarkers were together with serum 25-hydroxyvitamin D (25(OH)D3) analyzed in 28 (mean age seven years) Saudi male patients with ASD. The study was conducted to determine if there is any relationship between vitamin D levels, the tested biomarkers and the presence and severity of ASD. The hope was to identify if these biomarkers may be useful for early ASD diagnosis. The Childhood Autism Rating Scale (CARS) and the Social Responsiveness Scale (SRS) were used to measure autism severity. The results of the ASD children were compared with 27 age and gender-matched neurotypical controls. The data indicated that Saudi patients with ASD have significantly lower plasma levels of 25(OH)D3 than neurotypical controls (38 ng/ml compared to 56 ng/ml, respectively; [P = 0.001]). Surprisingly, the levels of CYP2E1 were lower in the children with ASD than the neurotypical controls (0.48 ± 0.08 vs. 69 ± 0.07 ng/ml, respectively; P = 0.001). The ASD children also had significantly higher levels of hs-CRP (0.79 ± 0.09 vs. 0.59 ± 0.09 ng/ml, respectively; P = 0.001) and 8-OH-dG (8.17 ± 1.04 vs. 4.13 ± 1.01 ng/ml, respectively; P = 0.001, compared to neurotypical age and gender-matched controls. The values for hs-CRP and 8-OH-dG did not correlate [P < 0.001] with autism severity. There was found a relationship between autism severity on the CARS scale and the levels of 25(OH)D3 and CYP1B1. But this was not found for SRS. All four biomarkers seemed to have good sensitivity and specificity, but the sample size of the present study was too small to determine clinical usefulness. The findings also indicate that inadequate levels of vitamin D play a role in the etiology and severity of autism. Furthermore, the results of the present study suggest the possibility of using 25(OH)D3, CYP1B1, hs-CRP and 8-OH-dG, preferably in combination, as biomarkers for the early diagnosis of ASD. However, further research is needed to evaluate this hypothesis.
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Affiliation(s)
- Afaf El-Ansary
- Central Laboratory, Female Centre for Scientific and Medical Studies, King Saud University, Riyadh, Saudi Arabia
- Medicinal Chemistry Department, National Research Centre, Dokki, Cairo, Egypt
- Autism Research and Treatment Center, Riyadh, Saudi Arabia
- Shaik AL-Amodi Autism Research Chair, King Saud University, Riyadh, Saudi Arabia
| | | | - Geir Bjørklund
- Council for Nutritional and Environmental Medicine, Toften 24, 8610, Mo i Rana, Norway.
| | - Ramesa Shafi Bhat
- Biochemistry Department, Science College, King Saud University, Riyadh, Saudi Arabia
| | - Abeer M Al Dbass
- Biochemistry Department, Science College, King Saud University, Riyadh, Saudi Arabia
| | - Hanan A Alfawaz
- Department of Food Science and Human Nutrition, King Saud University, Riyadh, Saudi Arabia
| | - Salvatore Chirumbolo
- Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
| | - Laila Al-Ayadhi
- Autism Research and Treatment Center, Riyadh, Saudi Arabia
- Shaik AL-Amodi Autism Research Chair, King Saud University, Riyadh, Saudi Arabia
- Department of Physiology, Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia
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Howsmon DP, Adams JB, Kruger U, Geis E, Gehn E, Hahn J. Erythrocyte fatty acid profiles in children are not predictive of autism spectrum disorder status: a case control study. Biomark Res 2018; 6:12. [PMID: 29568526 PMCID: PMC5853097 DOI: 10.1186/s40364-018-0125-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2017] [Accepted: 02/27/2018] [Indexed: 01/27/2023] Open
Abstract
Biomarkers promise biomolecular explanations as well as reliable diagnostics, stratification, and treatment strategies that have the potential to help mitigate the effects of disorders. While no reliable biomarker has yet been found for autism spectrum disorder (ASD), fatty acids have been investigated as potential biomarkers because of their association with brain development and neural functions. However, the ability of fatty acids to classify individuals with ASD from age/gender-matched neurotypical (NEU) peers has largely been ignored in favor of investigating population-level differences. Contrary to existing work, this classification task between ASD and NEU cohorts is the main focus of this work. The data presented herein suggest that fatty acids do not allow for classification at the individual level.
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Affiliation(s)
- Daniel P Howsmon
- 1Department of Chemical & Biological Engineering, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA.,2Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA.,5Willerson Center for Cardiovascular Modeling and Simulation, Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, 78712 TX USA
| | - James B Adams
- 3School for Engineering of Matter, Transport, and Energy, Arizona State University, PO Box: 876106, Tempe, 85281 AZ USA
| | - Uwe Kruger
- 4Department of Biomedical Engineering, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA
| | - Elizabeth Geis
- 3School for Engineering of Matter, Transport, and Energy, Arizona State University, PO Box: 876106, Tempe, 85281 AZ USA
| | - Eva Gehn
- 3School for Engineering of Matter, Transport, and Energy, Arizona State University, PO Box: 876106, Tempe, 85281 AZ USA
| | - Juergen Hahn
- 1Department of Chemical & Biological Engineering, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA.,2Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA.,4Department of Biomedical Engineering, Rensselaer Polytechnic Institute, 110 Eighth Street, Troy, 12180 NY USA
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The potential relevance of docosahexaenoic acid and eicosapentaenoic acid to the etiopathogenesis of childhood neuropsychiatric disorders. Eur Child Adolesc Psychiatry 2017; 26:1011-1030. [PMID: 27988864 DOI: 10.1007/s00787-016-0932-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 12/05/2016] [Indexed: 02/07/2023]
Abstract
Over the last 15 years, considerable interest has been given to the potential role of omega-3 polyunsaturated fatty acids (PUFAs) for understanding pathogenesis and treatment of neurodevelopmental and psychiatric disorders. This review aims to systematically investigate the scientific evidence supporting the hypothesis on the omega-3 PUFAs deficit as a risk factor shared by different pediatric neuropsychiatric disorders. Medline PubMed database was searched for studies examining blood docosahexaenoic acid (DHA) or eicosapentaenoic acid (EPA) status in children with neuropsychiatric disorders. Forty-one published manuscripts were compatible with the search criteria. The majority of studies on attention-deficit/hyperactivity disorder (ADHD) and autism found a significant decrease in DHA levels in patients versus healthy controls. For the other conditions examined-depression, juvenile bipolar disorder, intellectual disabilities, learning difficulties, and eating disorders (EDs)-the literature was too limited to draw any stable conclusions. However, except EDs, findings in these conditions were in line with results from ADHD and autism studies. Results about EPA levels were too inconsistent to conclude that EPA could be associated with any of the conditions examined. Finally, correlational data provided, on one hand, evidence for a negative association between DHA and symptomatology, whereas on the other hand, evidence for a positive association between EPA and emotional well-being. Although the present review underlines the potential involvement of omega-3 PUFAs in the predisposition to childhood neuropsychiatric disorders, more observational and intervention studies across different diagnoses are needed, which should integrate the collection of baseline PUFA levels with their potential genetic and environmental influencing factors.
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McClure JJ, Inks ES, Zhang C, Peterson YK, Li J, Chundru K, Lee B, Buchanan A, Miao S, Chou CJ. Comparison of the Deacylase and Deacetylase Activity of Zinc-Dependent HDACs. ACS Chem Biol 2017; 12:1644-1655. [PMID: 28459537 DOI: 10.1021/acschembio.7b00321] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The acetylation status of lysine residues on histone proteins has long been attributed to a balance struck between the catalytic activity of histone acetyl transferases and histone deacetylases (HDAC). HDACs were identified as the sole removers of acetyl post-translational modifications (PTM) of histone lysine residues. Studies into the biological role of HDACs have also elucidated their role as removers of acetyl PTMs from lysine residues of nonhistone proteins. These findings, coupled with high-resolution mass spectrometry studies that revealed the presence of acyl-group PTMs on lysine residues of nonhistone proteins, brought forth the possibility of HDACs acting as removers of both acyl- and acetyl-based PTMs. We posited that HDACs fulfill this dual role and sought to investigate their specificity. Utilizing a fluorescence-based assay and biologically relevant acyl-substrates, the selectivities of zinc-dependent HDACs toward these acyl-based PTMs were identified. These findings were further validated using cellular models and molecular biology techniques. As a proof of principal, an HDAC3 selective inhibitor was designed using HDAC3's substrate preference. This resulting inhibitor demonstrates nanomolar activity and >30 fold selectivity toward HDAC3 compared to the other class I HDACs. This inhibitor is capable of increasing p65 acetylation, attenuating NF-κB activation, and thereby preventing downstream nitric oxide signaling. Additionally, this selective HDAC3 inhibition allows for control of HMGB-1 secretion from activated macrophages without altering the acetylation status of histones or tubulin.
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Affiliation(s)
- Jesse J. McClure
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
| | - Elizabeth S. Inks
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
| | - Cheng Zhang
- China Agricultural University, Department of Applied
Chemistry, Beijing, China
| | - Yuri K. Peterson
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
| | - Jiaying Li
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
| | - Kalyan Chundru
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
| | - Bradley Lee
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
- College of Charleston, Charleston, South Carolina, United States
| | - Ashley Buchanan
- College of Charleston, Charleston, South Carolina, United States
| | - Shiqin Miao
- College
of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang, China
| | - C. James Chou
- Medical University of South Carolina, College of Pharmacy, Charleston, South Carolina, United States
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Qasem H, Al-Ayadhi L, Al Dera H, El-Ansary A. Increase of cytosolic phospholipase A2 as hydrolytic enzyme of phospholipids and autism cognitive, social and sensory dysfunction severity. Lipids Health Dis 2017; 16:117. [PMID: 28724385 PMCID: PMC5516334 DOI: 10.1186/s12944-016-0391-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 12/13/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Autism is neurodevelopmental disorder that is characterized by developmental, behavioral, social and sensory abnormalities. Researchers have focused in last years in immunological alteration and inflammation as a hot subject in autism field. This work aims to study the alteration in phospholipids (PE, PS, and PC) together with the change in cPLA2 concentration as the main phospholipid hydrolytic enzyme in autistic patients compared to control. It was also extended to find a correlation between these biomarkers and severity of autism measured as childhood autism rating scale (CARS), Social responsiveness scale (SRS), and Short sensory profile (SSP). METHODS Phospholipids (PE, PS, PC) and cPLA2 as biochemical parameters were determined in the plasma of 48 Saudi autistic male patients, categorized as mild-moderate and severe as indicated by their Childhood Autism Rating Scale (CARS), social responsiveness scale (SRS) and short sensory profile (SSP) and compared to 40 age- and gender-matched control samples. RESULTS The reported data demonstrate significantly lower levels of PE, PS, and PC together with a significant increase in cPLA2. While association between severity of autism and impaired phospholipid concentration was completely lacked, an association between cPLA2 and impaired sensory processing was observed. CONCLUSIONS The impaired phospholipid level and remarkable increased in cPLA2 concentration asserted their roles in the etiology of autism. Receiver operating characteristic analysis together with predictiveness diagrams proved that the measured parameters could be used as predictive biomarkers of clinical symptoms and provide significant guidance for future therapeutic strategy to re-establish physiological homeostasis.
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Affiliation(s)
- Hanan Qasem
- Biochemistry Department, Science College, King Saud University, P.O. Box 22452, 11495 Riyadh, Saudi Arabia
| | - Laila Al-Ayadhi
- Autism Research and Treatment Center, Riyadh, Saudi Arabia
- Shaik AL-Amodi Autism Research Chair, King Saud University, Riyadh, Saudi Arabia
- Department of Physiology, Faculty of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Hussain Al Dera
- Basic medical science dept. College of Medicine, King Saud bin Abdul Aziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center (Kaimrc), Riyadh, Saudi Arabia
| | - Afaf El-Ansary
- Biochemistry Department, Science College, King Saud University, P.O. Box 22452, 11495 Riyadh, Saudi Arabia
- Autism Research and Treatment Center, Riyadh, Saudi Arabia
- Shaik AL-Amodi Autism Research Chair, King Saud University, Riyadh, Saudi Arabia
- Central Laboratory, Center for Female Scientific and Medical Colleges at King Saud University, Riyadh, Saudi Arabia
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Relationship between Long Chain n-3 Polyunsaturated Fatty Acids and Autism Spectrum Disorder: Systematic Review and Meta-Analysis of Case-Control and Randomised Controlled Trials. Nutrients 2017; 9:nu9020155. [PMID: 28218722 PMCID: PMC5331586 DOI: 10.3390/nu9020155] [Citation(s) in RCA: 78] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2016] [Revised: 02/08/2017] [Accepted: 02/13/2017] [Indexed: 12/29/2022] Open
Abstract
Omega-3 long chain polyunsaturated fatty acid supplementation (n-3 LCPUFA) for treatment of Autism Spectrum Disorder (ASD) is popular. The results of previous systematic reviews and meta-analyses of n-3 LCPUFA supplementation on ASD outcomes were inconclusive. Two meta-analyses were conducted; meta-analysis 1 compared blood levels of LCPUFA and their ratios arachidonic acid (ARA) to docosahexaenoic acid (DHA), ARA to eicosapentaenoic acid (EPA), or total n-6 to total n-3 LCPUFA in ASD to those of typically developing individuals (with no neurodevelopmental disorders), and meta-analysis 2 compared the effects of n-3 LCPUFA supplementation to placebo on symptoms of ASD. Case-control studies and randomised controlled trials (RCTs) were identified searching electronic databases up to May, 2016. Mean differences were pooled and analysed using inverse variance models. Heterogeneity was assessed using I2 statistic. Fifteen case-control studies (n = 1193) were reviewed. Compared with typically developed, ASD populations had lower DHA (−2.14 [95% CI −3.22 to −1.07]; p < 0.0001; I2 = 97%), EPA (−0.72 [95% CI −1.25 to −0.18]; p = 0.008; I2 = 88%), and ARA (−0.83 [95% CI, −1.48 to −0.17]; p = 0.01; I2 = 96%) and higher total n-6 LCPUFA to n-3 LCPUFA ratio (0.42 [95% CI 0.06 to 0.78]; p = 0.02; I2 = 74%). Four RCTs were included in meta-analysis 2 (n = 107). Compared with placebo, n-3 LCPUFA improved social interaction (−1.96 [95% CI −3.5 to −0.34]; p = 0.02; I2 = 0) and repetitive and restricted interests and behaviours (−1.08 [95% CI −2.17 to −0.01]; p = 0.05; I2 = 0). Populations with ASD have lower n-3 LCPUFA status and n-3 LCPUFA supplementation can potentially improve some ASD symptoms. Further research with large sample size and adequate study duration is warranted to confirm the efficacy of n-3 LCPUFA.
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Neuroinflammation in Autism: Plausible Role of Maternal Inflammation, Dietary Omega 3, and Microbiota. Neural Plast 2016; 2016:3597209. [PMID: 27840741 PMCID: PMC5093279 DOI: 10.1155/2016/3597209] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Revised: 08/24/2016] [Accepted: 09/27/2016] [Indexed: 02/06/2023] Open
Abstract
Several genetic causes of autism spectrum disorder (ASD) have been identified. However, more recent work has highlighted that certain environmental exposures early in life may also account for some cases of autism. Environmental insults during pregnancy, such as infection or malnutrition, seem to dramatically impact brain development. Maternal viral or bacterial infections have been characterized as disruptors of brain shaping, even if their underlying mechanisms are not yet fully understood. Poor nutritional diversity, as well as nutrient deficiency, is strongly associated with neurodevelopmental disorders in children. For instance, imbalanced levels of essential fatty acids, and especially polyunsaturated fatty acids (PUFAs), are observed in patients with ASD and other neurodevelopmental disorders (e.g., attention deficit hyperactivity disorder (ADHD) and schizophrenia). Interestingly, PUFAs, and specifically n-3 PUFAs, are powerful immunomodulators that exert anti-inflammatory properties. These prenatal dietary and immunologic factors not only impact the fetal brain, but also affect the microbiota. Recent work suggests that the microbiota could be the missing link between environmental insults in prenatal life and future neurodevelopmental disorders. As both nutrition and inflammation can massively affect the microbiota, we discuss here how understanding the crosstalk between these three actors could provide a promising framework to better elucidate ASD etiology.
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Fujiwara T, Morisaki N, Honda Y, Sampei M, Tani Y. Chemicals, Nutrition, and Autism Spectrum Disorder: A Mini-Review. Front Neurosci 2016; 10:174. [PMID: 27147957 PMCID: PMC4837386 DOI: 10.3389/fnins.2016.00174] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Accepted: 04/04/2016] [Indexed: 12/22/2022] Open
Abstract
The rapid increase of the prevalence of autism spectrum disorder (ASD) suggests that exposure to chemicals may impact the development of ASD. Therefore, we reviewed literature on the following chemicals, nutrient to investigate their association with ASD: (1) smoke/tobacco, (2) alcohol, (3) air pollution, (4) pesticides, (5) endocrine-disrupting chemicals, (6) heavy metals, (7) micronutrients, (8) fatty acid, and (9) parental obesity as a proxy of accumulation of specific chemicals or nutritional status. Several chemical exposures such as air pollution (e.g., particular matter 2.5), pesticides, bisphenol A, phthalates, mercury, and nutrition deficiency such as folic acid, vitamin D, or fatty acid may possibly be associated with an increased risk of ASD, whereas other traditional risk factors such as smoking/tobacco, alcohol, or polychlorinated biphenyls are less likely to be associated with ASD. Further research is needed to accumulate evidence on the association between chemical exposure and nutrient deficiencies and ASD in various doses and populations.
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Affiliation(s)
- Takeo Fujiwara
- Department of Social Medicine, National Research Institute for Child Health and Development, Okura, Setagaya-ku, Tokyo, Japan; Department of Global Health Promotion, Tokyo Medical and Dental UniversityTokyo, Japan
| | - Naho Morisaki
- Department of Social Medicine, National Research Institute for Child Health and Development , Okura, Setagaya-ku, Tokyo, Japan
| | - Yukiko Honda
- Department of Social Medicine, National Research Institute for Child Health and Development, Okura, Setagaya-ku, Tokyo, Japan; Global Cooperation Institute for Sustainable Cities, Yokohama City UniversityYokohama, Japan
| | - Makiko Sampei
- Department of Social Medicine, National Research Institute for Child Health and Development , Okura, Setagaya-ku, Tokyo, Japan
| | - Yukako Tani
- Department of Social Medicine, National Research Institute for Child Health and Development, Okura, Setagaya-ku, Tokyo, Japan; Department of Global Health Promotion, Tokyo Medical and Dental UniversityTokyo, Japan; Department of Health Education and Health Sociology, School of Public Health, The University of TokyoTokyo, Japan
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Wang H, Liang S, Wang M, Gao J, Sun C, Wang J, Xia W, Wu S, Sumner SJ, Zhang F, Sun C, Wu L. Potential serum biomarkers from a metabolomics study of autism. J Psychiatry Neurosci 2016; 41:27-37. [PMID: 26395811 PMCID: PMC4688025 DOI: 10.1503/jpn.140009] [Citation(s) in RCA: 80] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Early detection and diagnosis are very important for autism. Current diagnosis of autism relies mainly on some observational questionnaires and interview tools that may involve a great variability. We performed a metabolomics analysis of serum to identify potential biomarkers for the early diagnosis and clinical evaluation of autism. METHODS We analyzed a discovery cohort of patients with autism and participants without autism in the Chinese Han population using ultra-performance liquid chromatography quadrupole time-of-flight tandem mass spectrometry (UPLC/Q-TOF MS/MS) to detect metabolic changes in serum associated with autism. The potential metabolite candidates for biomarkers were individually validated in an additional independent cohort of cases and controls. We built a multiple logistic regression model to evaluate the validated biomarkers. RESULTS We included 73 patients and 63 controls in the discovery cohort and 100 cases and 100 controls in the validation cohort. Metabolomic analysis of serum in the discovery stage identified 17 metabolites, 11 of which were validated in an independent cohort. A multiple logistic regression model built on the 11 validated metabolites fit well in both cohorts. The model consistently showed that autism was associated with 2 particular metabolites: sphingosine 1-phosphate and docosahexaenoic acid. LIMITATIONS While autism is diagnosed predominantly in boys, we were unable to perform the analysis by sex owing to difficulty recruiting enough female patients. Other limitations include the need to perform test-retest assessment within the same individual and the relatively small sample size. CONCLUSION Two metabolites have potential as biomarkers for the clinical diagnosis and evaluation of autism.
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Affiliation(s)
- Han Wang
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Shuang Liang
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Maoqing Wang
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Jingquan Gao
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Caihong Sun
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Jia Wang
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Wei Xia
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Shiying Wu
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Susan J Sumner
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Fengyu Zhang
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Changhao Sun
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
| | - Lijie Wu
- From the Department of Child and Adolescent Health, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Liang, Gao, Sun, Wang, Xia, Wu); the Center for Endemic Disease Control, China Center for Disease Control and Prevention and Harbin Medical University, Harbin, Heilongjiang, China (Wang); the Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, Harbin, Heilongjiang, China (Wang, Sun); the Department of Nursing, Daqing Campus, Harbin Medical University, Daqing, Heilongjiang, China (Gao); the Advanced Analytic Division, SAS Institute, Inc, Cary, North Carolina, USA (Wu); Systems and Translational Sciences, Research Triangle Institute, Research Triangle Park, North Carolina, USA (Sumner); and Lieber Institute for Brain Development, Johns Hopkins University Medical Campus, Baltimore, Maryland, USA (Zhang)
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Increased ω-3 polyunsaturated fatty acid/arachidonic acid ratios and upregulation of signaling mediator in individuals with autism spectrum disorders. Life Sci 2015; 145:205-12. [PMID: 26724495 DOI: 10.1016/j.lfs.2015.12.039] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Revised: 11/15/2015] [Accepted: 12/22/2015] [Indexed: 12/20/2022]
Abstract
AIMS The investigation of links between the ratio of omega-3/omega-6 PUFAs and neuronal signaling is a research priority in autism spectrum disorders (ASD). MAIN METHODS We examine the relationships between the plasma ratios of docosahexaenoid acid (DHA)/arachidonic acid (AA) and eicopentaenoic acid (EPA)/AA and biomarkers of AA-related signaling mediators such as ceruloplasmin, transferrin and superoxide dismutase, in the behavioral symptoms of 28 individuals with ASD (mean age 13.5±4.6years) and 21 age- and gender-matched normal healthy controls (mean age 13.9±5.7years). Behavioral symptoms were assessed using the Aberrant Behavior Checklists (ABC). We conducted controlling for dietary intake and assessed the dietary intake of nutrients. KEY FINDINGS There were no significant differences in intake of nutrients such as omega-3 and omega-6 PUFAs, saturated and unsaturated fatty acid, DHA, AA, iron and copper. Plasma EPA, DHA, and arachidic acid levels, and plasma DHA/AA and EPA/AA ratios were significantly higher, while plasma AA and adrenic acid were significantly lower in the 28 individuals with ASD than in the 21 normal controls. The ABC scores were significantly higher in the ASD group compared to the control group. The plasma ceruloplasmin levels in the ASD group were significantly reduced compared to those in the control group. SIGNIFICANCE Increased plasma DHA/AA and EPA/AA ratios may be related to low plasma levels of ceruloplasmin which has neuroprotective properties. Reduced plasma ceruloplasmin levels may diminish the protective capacity against brain damage, and may contribute to the pathophysiology of behavioral symptoms in individuals with ASD.
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Yui K, Imataka G, Kawasaki Y, Yamada H. Down-regulation of a signaling mediator in association with lowered plasma arachidonic acid levels in individuals with autism spectrum disorders. Neurosci Lett 2015; 610:223-8. [PMID: 26552013 DOI: 10.1016/j.neulet.2015.11.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Revised: 11/03/2015] [Accepted: 11/04/2015] [Indexed: 12/28/2022]
Abstract
Previous studies have indicated that the altered composition of polyunsaturated fatty acids (PUFAs) might contribute to the pathophysiology of autism spectrum disorder (ASD). We examined the relationship between the plasma fatty acid levels, expressed as μg/ml, and the plasma levels of biomarkers of AA-related signaling mediators, such as ceruloplasmin, transferrin and superoxide dismutase, and assessed the behavioral symptoms of 30 individuals with ASD (mean age, 13.6 ± 4.3 years old) compared with 20 age- and gender-matched normal controls (mean age, 13.2 ± 5.4 years old) using Aberrant Behavior Checklists (ABC). The plasma levels of EPA and the plasma ratios of EPA/AA were significantly higher, while the plasma levels of AA and metabolites, such as 5,8,11,14-eicosatetraenoic acid, adrenic acid, and ceruloplasmin (Cp), were significantly lower in the 30 individuals with ASD compared with the 20 normal controls. The ABC scores were significantly increased in the ASD group compared with those of the control group. Thus, the results of the present study revealed that reduced plasma levels of AA and metabolites in association with high plasma EPA/AA ratios might down-regulate AA-related signaling mediators, such as Cp. Subsequently, reduced plasma Cp levels might reduce the protective capacity for brain damage, resulting in the pathophysiology underlying the behavioral symptoms in individuals with ASD. These findings suggest that reduced plasma AA levels may downregulate Cp.
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Affiliation(s)
- Kunio Yui
- Research Institute of Pervasive Developmental Disorders, Ashiya University, 13-22 Rokurokusocho, Ashiya, 659-8511 Hyogo, Japan.
| | - George Imataka
- Department of Pediatrics, Dokkyo Medical University School of Medicine, 880 Kitakobayashi, Mibu, 321-0293 Tochigi, Japan
| | - Yohei Kawasaki
- Department of Drug Evaluation and Information, School of Pharmaceutical Science University of Shizuoka, 52-1 Tada, Shizuoka 422-8526, Japan
| | - Hiroshi Yamada
- Department of Drug Evaluation and Information, School of Pharmaceutical Science University of Shizuoka, 52-1 Tada, Shizuoka 422-8526, Japan
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Abruzzo PM, Ghezzo A, Bolotta A, Ferreri C, Minguzzi R, Vignini A, Visconti P, Marini M. Perspective Biological Markers for Autism Spectrum Disorders: Advantages of the Use of Receiver Operating Characteristic Curves in Evaluating Marker Sensitivity and Specificity. DISEASE MARKERS 2015; 2015:329607. [PMID: 26648598 PMCID: PMC4655021 DOI: 10.1155/2015/329607] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2015] [Revised: 10/08/2015] [Accepted: 10/11/2015] [Indexed: 12/15/2022]
Abstract
Autism Spectrum Disorders (ASD) are a heterogeneous group of neurodevelopmental disorders. Recognized causes of ASD include genetic factors, metabolic diseases, toxic and environmental factors, and a combination of these. Available tests fail to recognize genetic abnormalities in about 70% of ASD children, where diagnosis is solely based on behavioral signs and symptoms, which are difficult to evaluate in very young children. Although it is advisable that specific psychotherapeutic and pedagogic interventions are initiated as early as possible, early diagnosis is hampered by the lack of nongenetic specific biological markers. In the past ten years, the scientific literature has reported dozens of neurophysiological and biochemical alterations in ASD children; however no real biomarker has emerged. Such literature is here reviewed in the light of Receiver Operating Characteristic (ROC) analysis, a very valuable statistical tool, which evaluates the sensitivity and the specificity of biomarkers to be used in diagnostic decision making. We also apply ROC analysis to some of our previously published data and discuss the increased diagnostic value of combining more variables in one ROC curve analysis. We also discuss the use of biomarkers as a tool for advancing our understanding of nonsyndromic ASD.
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Affiliation(s)
- Provvidenza M. Abruzzo
- Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Via Belmeloro 8, 40126 Bologna, Italy
- Don Carlo Gnocchi Foundation ONLUS, IRCCS “S. Maria Nascente”, Via Alfonso Capecelatro 66, 20148 Milan, Italy
| | - Alessandro Ghezzo
- Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Via Belmeloro 8, 40126 Bologna, Italy
| | - Alessandra Bolotta
- Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Via Belmeloro 8, 40126 Bologna, Italy
- Don Carlo Gnocchi Foundation ONLUS, IRCCS “S. Maria Nascente”, Via Alfonso Capecelatro 66, 20148 Milan, Italy
| | | | | | - Arianna Vignini
- Section of Biochemistry, Biology and Physics, Department of Clinical Sciences, Faculty of Medicine, Polytechnic University of Marche, 60128 Ancona, Italy
| | - Paola Visconti
- Child Neurology and Psychiatry Unit, IRCCS Institute of Neurological Sciences, 40139 Bologna, Italy
| | - Marina Marini
- Department of Experimental, Diagnostic and Specialty Medicine, School of Medicine, University of Bologna, Via Belmeloro 8, 40126 Bologna, Italy
- Don Carlo Gnocchi Foundation ONLUS, IRCCS “S. Maria Nascente”, Via Alfonso Capecelatro 66, 20148 Milan, Italy
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Zhao G, Gao J, Liang S, Wang X, Sun C, Xia W, Hao Y, Li X, Cao Y, Wu L. Study of the serum levels of polyunsaturated fatty acids and the expression of related liver metabolic enzymes in a rat valproate-induced autism model. Int J Dev Neurosci 2015; 44:14-21. [PMID: 25916973 DOI: 10.1016/j.ijdevneu.2015.04.350] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2015] [Revised: 04/22/2015] [Accepted: 04/22/2015] [Indexed: 10/23/2022] Open
Abstract
To investigate whether the decreased level of serum polyunsaturated fatty acids (PUFAs) in patients with autism is associated with the expression of related liver metabolic enzymes, we selected rats that were exposed to valproic acid (VPA) on embryonic day 12.5 (E12.5) as a model of autism. We observed the serum levels of PUFAs and the expression of related liver metabolic enzymes, including Δ5-desaturase, Δ6-desaturase and elongase (Elovl2), in VPA-exposed and control rats on postnatal day 35 (PND35) and conducted sex dimorphic analysis. We found that the levels of serum PUFAs and related liver metabolic enzymes in the VPA rats were significantly reduced, in association with autism-like behavioral changes, the abnormal expression of apoptosis-related proteins and hippocampal neuronal injury, compared to the control rats and showed sex difference in VPA group. This finding indicated that rats exposed to VPA at the embryonic stage may exhibit reduced synthesis of serum PUFAs due to the down-regulation of liver metabolic enzymes, thereby inducing nervous system injury and behavioral changes, which is affected by sex in the meantime.
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Affiliation(s)
- Gang Zhao
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Jingquan Gao
- Department of Nursing, Daqing Campus of Harbin Medical University, Daqing 163319, China
| | - Shuang Liang
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Xuelai Wang
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Caihong Sun
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Wei Xia
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Yanqiu Hao
- Department of Pediatric, the Second Affiliated Hospital of Harbin Medical University, Harbin 150081, China
| | - Xiang Li
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China
| | - Yonggang Cao
- Department of Pharmacology, Daqing Campus of Harbin Medical University, Daqing 163319, China.
| | - Lijie Wu
- Department of Children's and Adolescent Health, Public Health College of Harbin Medical University, Harbin 150081, China.
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Abdelmagid SA, Clarke SE, Nielsen DE, Badawi A, El-Sohemy A, Mutch DM, Ma DWL. Comprehensive profiling of plasma fatty acid concentrations in young healthy Canadian adults. PLoS One 2015; 10:e0116195. [PMID: 25675440 PMCID: PMC4326172 DOI: 10.1371/journal.pone.0116195] [Citation(s) in RCA: 246] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Accepted: 12/05/2014] [Indexed: 01/25/2023] Open
Abstract
Circulating fatty acids (FA) are associated with a multitude of chronic diseases. However, a major gap in establishing such relationships is the lack of accepted fatty acid reference ranges representing healthy individuals. Data on validated FA reference ranges would provide a better understanding of study baseline measures and aid in the evaluation and interpretation of pharmaceutical or dietary interventions. Reference ranges for plasma FA levels have been reported in a few small studies and on a limited number of FA. Therefore, we determined the average and percentiles of a broad set of 61 FA (C14 - C24:1) from plasma total lipids from an ethnically diverse population of healthy young Canadian males and females (Total n = 826). Plasma concentrations of some of the major FA ranged from 0.3 to 4.1 mmol/L for palmitic acid, 0.1 to 1.0 mmol/L for stearic acid, 0.03 to 3.2 mmol/L for oleic acid, 0.2 to 5.0 mmol/L for linoleic acid (LA), 12.0 to 186.9 μmol/L for α-linolenic acid, and 7.2 to 237.5 μmol/L for docosahexaenoic acid (DHA). Males had significantly higher plasma concentrations of γ-linolenic acid (GLA) and n-3 docosapentaenoic acid and lower concentrations of palmitoleic acid, LA and DHA than females. Comparison of FA concentrations between Caucasians, East Asians and South Asians revealed that South Asians had significantly lower levels of palmitoleic acid (p < 0.01) and oleic acid (p = 0.01) while East Asians had lower levels of GLA (p = 0.02) and dihomo-γ-linolenic acid (p = 0.03). Overall, these data provide a comprehensive set of quantitative values that profiles a small cohort of Canadians which highlights the utility of establishing validated FA reference ranges that may be used to understand how deficient, suboptimal, or excess amounts of a given FA may be associated with chronic disease.
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Affiliation(s)
- Salma A. Abdelmagid
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Shannon E. Clarke
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Daiva E. Nielsen
- Department of Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - Alaa Badawi
- Office for Biotechnology, Genomics and Population Health, Public Health Agency of Canada, Toronto, Ontario, Canada
| | - Ahmed El-Sohemy
- Department of Nutritional Sciences, University of Toronto, Toronto, Ontario, Canada
| | - David M. Mutch
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - David W. L. Ma
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
- * E-mail:
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Metabolomics as a tool for discovery of biomarkers of autism spectrum disorder in the blood plasma of children. PLoS One 2014; 9:e112445. [PMID: 25380056 PMCID: PMC4224480 DOI: 10.1371/journal.pone.0112445] [Citation(s) in RCA: 100] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Accepted: 10/06/2014] [Indexed: 12/14/2022] Open
Abstract
Background The diagnosis of autism spectrum disorder (ASD) at the earliest age possible is important for initiating optimally effective intervention. In the United States the average age of diagnosis is 4 years. Identifying metabolic biomarker signatures of ASD from blood samples offers an opportunity for development of diagnostic tests for detection of ASD at an early age. Objectives To discover metabolic features present in plasma samples that can discriminate children with ASD from typically developing (TD) children. The ultimate goal is to identify and develop blood-based ASD biomarkers that can be validated in larger clinical trials and deployed to guide individualized therapy and treatment. Methods Blood plasma was obtained from children aged 4 to 6, 52 with ASD and 30 age-matched TD children. Samples were analyzed using 5 mass spectrometry-based methods designed to orthogonally measure a broad range of metabolites. Univariate, multivariate and machine learning methods were used to develop models to rank the importance of features that could distinguish ASD from TD. Results A set of 179 statistically significant features resulting from univariate analysis were used for multivariate modeling. Subsets of these features properly classified the ASD and TD samples in the 61-sample training set with average accuracies of 84% and 86%, and with a maximum accuracy of 81% in an independent 21-sample validation set. Conclusions This analysis of blood plasma metabolites resulted in the discovery of biomarkers that may be valuable in the diagnosis of young children with ASD. The results will form the basis for additional discovery and validation research for 1) determining biomarkers to develop diagnostic tests to detect ASD earlier and improve patient outcomes, 2) gaining new insight into the biochemical mechanisms of various subtypes of ASD 3) identifying biomolecular targets for new modes of therapy, and 4) providing the basis for individualized treatment recommendations.
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Salhia HO, Al-Nasser LA, Taher LS, Al-Khathaami AM, El-Metwally AA. Systemic review of the epidemiology of autism in Arab Gulf countries. NEUROSCIENCES (RIYADH, SAUDI ARABIA) 2014; 19:291-6. [PMID: 25274588 PMCID: PMC4727667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Accepted: 07/08/2014] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To assess the current state of knowledge on the epidemiology of autism in Arab Gulf countries, and identify gaps for future research. METHODS PubMed and ScienceDirect databases were used to identify relevant articles published until the 3rd of April 2013 (date of search). The search was conducted using the electronic library of King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia. Studies were eligible for inclusion if they concerned the epidemiology of autism, conducted in any Arab Gulf country, and published in English. RESULTS Twelve articles met the inclusion criteria. Studies showed a prevalence ranging from 1.4 to 29 per 10,000 persons. Identified risk factors were metabolic, autoimmune, and environmental in nature. The following determinants were found as possible contributing factors for autism: suboptimal breast-feeding, advanced maternal and paternal age, cesarean section, and prenatal complications. CONCLUSION Only a few studies explored the epidemiology of autism in Arab Gulf countries and none have investigated the burden of the disease on the child, family, or society. More research is needed to better identify the burden and risk factors of autism in Gulf countries.
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Affiliation(s)
- Huda O. Salhia
- From the Department of Epidemiology and Biostatistics (Salhia, Al-Nasser, Taher, Al-Khathaami, El-Metwally), College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, the Alghadeer Primary Healthcare Center (Salhia), General Directorate for Primary Healthcare Centers, Ministry of Health, the Dental Services, Central Region (Al-Nasser), the Neurology Department (Al-Khathaami), King Abdulaziz Medical City, Riyadh, Kingdom of Saudi Arabia, and the Epidemiology Group (El-Metwally), The Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Lubna A. Al-Nasser
- From the Department of Epidemiology and Biostatistics (Salhia, Al-Nasser, Taher, Al-Khathaami, El-Metwally), College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, the Alghadeer Primary Healthcare Center (Salhia), General Directorate for Primary Healthcare Centers, Ministry of Health, the Dental Services, Central Region (Al-Nasser), the Neurology Department (Al-Khathaami), King Abdulaziz Medical City, Riyadh, Kingdom of Saudi Arabia, and the Epidemiology Group (El-Metwally), The Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Lama S. Taher
- From the Department of Epidemiology and Biostatistics (Salhia, Al-Nasser, Taher, Al-Khathaami, El-Metwally), College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, the Alghadeer Primary Healthcare Center (Salhia), General Directorate for Primary Healthcare Centers, Ministry of Health, the Dental Services, Central Region (Al-Nasser), the Neurology Department (Al-Khathaami), King Abdulaziz Medical City, Riyadh, Kingdom of Saudi Arabia, and the Epidemiology Group (El-Metwally), The Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Ali M. Al-Khathaami
- From the Department of Epidemiology and Biostatistics (Salhia, Al-Nasser, Taher, Al-Khathaami, El-Metwally), College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, the Alghadeer Primary Healthcare Center (Salhia), General Directorate for Primary Healthcare Centers, Ministry of Health, the Dental Services, Central Region (Al-Nasser), the Neurology Department (Al-Khathaami), King Abdulaziz Medical City, Riyadh, Kingdom of Saudi Arabia, and the Epidemiology Group (El-Metwally), The Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
| | - Ashraf A. El-Metwally
- From the Department of Epidemiology and Biostatistics (Salhia, Al-Nasser, Taher, Al-Khathaami, El-Metwally), College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, the Alghadeer Primary Healthcare Center (Salhia), General Directorate for Primary Healthcare Centers, Ministry of Health, the Dental Services, Central Region (Al-Nasser), the Neurology Department (Al-Khathaami), King Abdulaziz Medical City, Riyadh, Kingdom of Saudi Arabia, and the Epidemiology Group (El-Metwally), The Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, United Kingdom
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Kałużna-Czaplińska J, Żurawicz E, Struck W, Markuszewski M. Identification of organic acids as potential biomarkers in the urine of autistic children using gas chromatography/mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2014; 966:70-6. [DOI: 10.1016/j.jchromb.2014.01.041] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Revised: 01/21/2014] [Accepted: 01/23/2014] [Indexed: 11/15/2022]
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van Elst K, Bruining H, Birtoli B, Terreaux C, Buitelaar JK, Kas MJ. Food for thought: dietary changes in essential fatty acid ratios and the increase in autism spectrum disorders. Neurosci Biobehav Rev 2014; 45:369-78. [PMID: 25025657 DOI: 10.1016/j.neubiorev.2014.07.004] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Revised: 06/16/2014] [Accepted: 07/04/2014] [Indexed: 12/31/2022]
Abstract
The last decades have shown a spectacular and partially unexplained rise in the prevalence of autism spectrum disorders (ASD). This rise in ASD seems to parallel changes in the dietary composition of fatty acids. This change is marked by the replacement of cholesterol by omega-6 (n-6) fatty acids in many of our food products, resulting in a drastically increased ratio of omega-6/omega-3 (n-6/n-3). In this context, we review the available knowledge on the putative role of fatty acids in neurodevelopment and describe how disturbances in n-6/n-3 ratios may contribute to the emergence of ASDs. Both clinical and experimental research is discussed. We argue that a change in the ratio of n-6/n-3, especially during early life, may induce developmental changes in brain connectivity, synaptogenesis, cognition and behavior that are directly related to ASD.
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Affiliation(s)
- Kim van Elst
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hilgo Bruining
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands; Department of Psychiatry, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | | | - Jan K Buitelaar
- Radboud University Medical Centre, Donders Institute for Brain, Cognition and Behavior, Department of Cognitive Neuroscience, Nijmegen, The Netherlands
| | - Martien J Kas
- Department of Translational Neuroscience, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
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Zhang Y, Song L, Liu N, He C, Li Z. Decreased serum levels of free fatty acids are associated with breast cancer. Clin Chim Acta 2014; 437:31-7. [PMID: 25016244 DOI: 10.1016/j.cca.2014.07.001] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2014] [Revised: 06/19/2014] [Accepted: 07/01/2014] [Indexed: 12/22/2022]
Abstract
BACKGROUND Changes in the levels of lipids are associated with breast cancer (BC). METHODS Disease-specific serum free fatty acids (FFAs) were quantified using chip-based direct-infusion nanoelectrospray ionization-Fourier transform ion cyclotron resonance mass spectrometry (CBDInanoESI-FTICR MS) in the negative ion mode. Multiple point internal standard calibration curves between the concentration ratios of fatty acids (i.e., C16:1, C18:3, C18:2, C18:1, C20:4, and C22:6) to internal standards (C17:1 for C16:1, C18:3, C18:2, and C18:1, C21:0 for C20:4 and C22:6) and their corresponding intensity ratios were established with a correlation coefficient of greater than 0.986. RESULTS Data from 342 serum samples including 202 healthy controls and 140 BC patients indicate that serum concentrations of FFAs in patients with BC were significantly decreased compared with those in healthy controls. A panel of C16:1, C18:3, C18:2, C20:4, and C22:6 showed an excellent diagnostic ability to differentiate the patients with early stage BC from healthy controls, with the area under the receiver operating characteristics (ROC) curve of 0.953, a sensitivity of 83.3%, and a specificity of 87.1%. CONCLUSION Our findings suggest that these FFAs may be a valuable biomarker panel for the early-stage detection of BC.
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Affiliation(s)
- Yaping Zhang
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, PR China
| | - Lina Song
- Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun 130033, PR China
| | - Ning Liu
- Central Laboratory, Jilin University Second Hospital, Changchun 130041, PR China
| | - Chengyan He
- Laboratory Medicine Center, China-Japan Union Hospital of Jilin University, Changchun 130033, PR China.
| | - Zhili Li
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, PR China.
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50
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Abstract
MOTIVATION Discovering the transcriptional regulatory architecture of the metabolism has been an important topic to understand the implications of transcriptional fluctuations on metabolism. The reporter algorithm (RA) was proposed to determine the hot spots in metabolic networks, around which transcriptional regulation is focused owing to a disease or a genetic perturbation. Using a z-score-based scoring scheme, RA calculates the average statistical change in the expression levels of genes that are neighbors to a target metabolite in the metabolic network. The RA approach has been used in numerous studies to analyze cellular responses to the downstream genetic changes. In this article, we propose a mutual information-based multivariate reporter algorithm (MIRA) with the goal of eliminating the following problems in detecting reporter metabolites: (i) conventional statistical methods suffer from small sample sizes, (ii) as z-score ranges from minus to plus infinity, calculating average scores can lead to canceling out opposite effects and (iii) analyzing genes one by one, then aggregating results can lead to information loss. MIRA is a multivariate and combinatorial algorithm that calculates the aggregate transcriptional response around a metabolite using mutual information. We show that MIRA's results are biologically sound, empirically significant and more reliable than RA. RESULTS We apply MIRA to gene expression analysis of six knockout strains of Escherichia coli and show that MIRA captures the underlying metabolic dynamics of the switch from aerobic to anaerobic respiration. We also apply MIRA to an Autism Spectrum Disorder gene expression dataset. Results indicate that MIRA reports metabolites that highly overlap with recently found metabolic biomarkers in the autism literature. Overall, MIRA is a promising algorithm for detecting metabolic drug targets and understanding the relation between gene expression and metabolic activity. AVAILABILITY AND IMPLEMENTATION The code is implemented in C# language using .NET framework. Project is available upon request.
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Affiliation(s)
- A Ercument Cicek
- Lane Center for Computational Biology, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA 15213 and Department of Electrical Engineering and Computer Science, School of Engineering, Case Western Reserve University, Cleveland, OH, USA 44106
| | - Kathryn Roeder
- Lane Center for Computational Biology, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA 15213 and Department of Electrical Engineering and Computer Science, School of Engineering, Case Western Reserve University, Cleveland, OH, USA 44106
| | - Gultekin Ozsoyoglu
- Lane Center for Computational Biology, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA 15213 and Department of Electrical Engineering and Computer Science, School of Engineering, Case Western Reserve University, Cleveland, OH, USA 44106
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