Differential DNA methylation and network analysis in schizophrenia
HK Chuan - Computational epigenetics and diseases, 2019 - Elsevier
Schizophrenia is a multidimensional disorder, where a network analysis may be necessary
to create a better understanding on its etiology. Methods for DNA methylation of …
to create a better understanding on its etiology. Methods for DNA methylation of …
[HTML][HTML] Epigenetic profiling of human brain differential DNA methylation networks in schizophrenia
SA Lee, KC Huang - BMC medical genomics, 2016 - Springer
Background Epigenetics of schizophrenia provides important information on how the
environmental factors affect the genetic architecture of the disease. DNA methylation plays a …
environmental factors affect the genetic architecture of the disease. DNA methylation plays a …
Analyzing DNA methylation patterns in subjects diagnosed with schizophrenia using machine learning methods
BT Moghadam, M Etemadikhah, G Rajkowska… - Journal of psychiatric …, 2019 - Elsevier
Schizophrenia is a common mental disorder with high heritability. It is genetically complex
and to date more than a hundred risk loci have been identified. Association of environmental …
and to date more than a hundred risk loci have been identified. Association of environmental …
Machine learning based classification of mental disorders from methylation data
C Bartlett, I Bichindaritz - Innovation in Medicine and Healthcare Systems …, 2019 - Springer
Psychiatric disorder diagnoses are heavily reliant on the Diagnostic and Statistical Manual
of Mental Disorders' listing of observable symptoms and clinical traits, the skill level of the …
of Mental Disorders' listing of observable symptoms and clinical traits, the skill level of the …
Machine learning and feature selection for the classification of mental disorders from methylation data
Psychiatric disorder diagnoses are heavily reliant on observable symptoms and clinical
traits, the skill level of the physician, and the patient's ability to verbalize experienced events …
traits, the skill level of the physician, and the patient's ability to verbalize experienced events …
[HTML][HTML] DNA methylation in schizophrenia: progress and challenges of epigenetic studies
Schizophrenia is a severe psychiatric disease affecting about 1% of the world's population,
with significant effects on patients and society. Genetic studies have identified several …
with significant effects on patients and society. Genetic studies have identified several …
A novel schizophrenia diagnostic model based on statistically significant changes in gene methylation in specific brain regions
D Zou, Y Qiu, R Li, Y Meng, Y Wu - BioMed Research …, 2020 - Wiley Online Library
Objective. The present study identified methylation patterns of schizophrenia‐(SCZ‐) related
genes in different brain regions and used them to construct a novel DNA methylation‐based …
genes in different brain regions and used them to construct a novel DNA methylation‐based …
Genome-wide methylation profiling of schizophrenia
B Rukova, R Staneva, S Hadjidekova… - Balkan Journal of …, 2014 - sciendo.com
Schizophrenia is one of the major psychiatric disorders. It is a disorder of complex
inheritance, involving both heritable and environmental factors. DNA methylation is an …
inheritance, involving both heritable and environmental factors. DNA methylation is an …
[HTML][HTML] DNA methylation differences in monozygotic twin pairs discordant for schizophrenia identifies psychosis related genes and networks
Background Despite their singular origin, monozygotic twin pairs often display discordance
for complex disorders including schizophrenia. It is a common (1%) and often familial …
for complex disorders including schizophrenia. It is a common (1%) and often familial …
Classification of schizophrenia by iterative random forest feature selection based on DNA methylation array data
Changes in DNA methylation are widely thought to be involved in the evolution of the
disease, and most studies suggest that whole genome hypo-methylation levels are …
disease, and most studies suggest that whole genome hypo-methylation levels are …