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Inclusion Criteria (ASD): 1. ASD, as defined by either a gold standard measure for ASD diagnosis, the Autism Diagnostic Observation Schedule (ADOS); the Autism Diagnostic Interview-Revised (ADI-R); and/or a comprehensive assessment that is consistent with ASD, in the opinion of the principal investigator. For those the PI believes a prospective diagnosis of ASD is warranted, a formal diagnostic assessment will be scheduled at screening. 2. 0 years through 17 years 11 months of age. Inclusion Criteria (TD, MD, Epilepsy, Brain Tumor, Psychiatric) 1. 0 years to 17 years 11 months of age. Exclusion Criteria (All): 1. History of a significant adverse reaction to a prior blood draw. 2. In females of reproductive age, pregnancy or plans to become pregnant. 3. Any other historical event/information that may, in the opinion of the PI, be a reason to exclude the child from participation.

Mitochondria are essential for a wide range of functions in almost every cell in our body. Best known for their role in adenosine triphosphate (ATP) production, mitochondria are also closely involved in a wide variety of cell functions such as calcium buffering, redox regulation, apoptosis and inflammation, and regulate metabolism through several mechanisms, including epigenetic changes. ATP produced is essential for many cellular systems. Thus, abnormal mitochondrial function can adversely affect cellular systems by several mechanisms. Given the important role of the mitochondria in cellular function, individuals with classic mitochondrial disease demonstrate devastating symptoms, particularly in tissues that have high-energy demands such as the brain, muscles, gastrointestinal (GI) tract and immune system. Mitochondrial dysfunction contributes to the pathophysiology of more common diseases, including psychiatric diseases, neurodegenerative disorders, neurological disorders including migraine and seizures, persistent systemic inflammation, cardiac disease, cancer and diabetes. Mitochondrial dysfunction also effects a significant portion of individuals with autism spectrum disorder (ASD) as well as genetic syndromes associated with ASD. One of our goals is to develop a method using the Seahorse Analyzer to measure individual variations in mitochondrial function which can identify children with medical disorders and mitochondrial dysfunction without an invasive muscle biopsy. In order to establish comprehensive profiles of mitochondrial function for individuals with known neurological and neurodevelopmental disorders, we will compare blood, urine, and stool from these individuals to those of healthy, typically developing (TD) children. The relationship between mitochondrial function, development, and behavior will be assessed by performing standard developmental testing. In addition, in patients who have a procedure that produces leftover tissue, we will examine the mitochondrial function in that tissue and correlate it with findings from blood.

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