Cargando…

Depression and suicide risk prediction models using blood-derived multi-omics data

More than 300 million people worldwide experience depression; annually, ~800,000 people die by suicide. Unfortunately, conventional interview-based diagnosis is insufficient to accurately predict a psychiatric status. We developed machine learning models to predict depression and suicide risk using...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bhak, Youngjune, Jeong, Hyoung-oh, Cho, Yun Sung, Jeon, Sungwon, Cho, Juok, Gim, Jeong-An, Jeon, Yeonsu, Blazyte, Asta, Park, Seung Gu, Kim, Hak-Min, Shin, Eun-Seok, Paik, Jong-Woo, Lee, Hae-Woo, Kang, Wooyoung, Kim, Aram, Kim, Yumi, Kim, Byung Chul, Ham, Byung-Joo, Bhak, Jong, Lee, Semin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2019
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6797735/ https://www.ncbi.nlm.nih.gov/pubmed/31624227 http://dx.doi.org/10.1038/s41398-019-0595-2

Ejemplares similares

Decoding a highly mixed Kazakh genome
por: Seidualy, Madina, et al.
Publicado: (2020)

Regional TMPRSS2 V197M Allele Frequencies Are Correlated with COVID-19 Case Fatality Rates
por: Jeon, Sungwon, et al.
Publicado: (2021)

Welfare Genome Project: A Participatory Korean Personal Genome Project With Free Health Check-Up and Genetic Report Followed by Counseling
por: Jeon, Yeonsu, et al.
Publicado: (2021)

Polygenic risk score validation using Korean genomes of 265 early-onset acute myocardial infarction patients and 636 healthy controls
por: Bhak, Youngjune, et al.
Publicado: (2021)

Chromosome-scale assembly comparison of the Korean Reference Genome KOREF from PromethION and PacBio with Hi-C mapping information
por: Kim, Hui-Su, et al.
Publicado: (2019)

The Draft Genome of an Octocoral, Dendronephthya gigantea
por: Jeon, Yeonsu, et al.
Publicado: (2019)

Korean Genome Project: 1094 Korean personal genomes with clinical information
por: Jeon, Sungwon, et al.
Publicado: (2020)

Myotis rufoniger genome sequence and analyses: M. rufoniger’s genomic feature and the decreasing effective population size of Myotis bats
por: Bhak, Youngjune, et al.
Publicado: (2017)

The Origin and Composition of Korean Ethnicity Analyzed by Ancient and Present-Day Genome Sequences
por: Kim, Jungeun, et al.
Publicado: (2020)

Comparative analysis of 7 short-read sequencing platforms using the Korean Reference Genome: MGI and Illumina sequencing benchmark for whole-genome sequencing
por: Kim, Hak-Min, et al.
Publicado: (2021)

KOREF_S1: phased, parental trio-binned Korean reference genome using long reads and Hi-C sequencing methods
por: Kim, Hui-su, et al.
Publicado: (2022)

LT1, an ONT long-read-based assembly scaffolded with Hi-C data and polished with short reads
por: Kim, Hui-Su, et al.
Publicado: (2022)

The genome of the giant Nomura’s jellyfish sheds light on the early evolution of active predation
por: Kim, Hak-Min, et al.
Publicado: (2019)

Genome-wide data from two early Neolithic East Asian individuals dating to 7700 years ago
por: Siska, Veronika, et al.
Publicado: (2017)

Comparison of carnivore, omnivore, and herbivore mammalian genomes with a new leopard assembly
por: Kim, Soonok, et al.
Publicado: (2016)

Identifying molecular targets for reverse aging using integrated network analysis of transcriptomic and epigenomic changes during aging
por: Lee, Hwang-Yeol, et al.
Publicado: (2021)

A Clinical Risk Score to Predict In-hospital Mortality from COVID-19 in South Korea
por: Her, Ae-Young, et al.
Publicado: (2021)

Sex-specific difference of in-hospital mortality from COVID-19 in South Korea
por: Her, Ae-Young, et al.
Publicado: (2022)

Whole Genome Analysis of the Red-Crowned Crane Provides Insight into Avian Longevity
por: Lee, HyeJin, et al.
Publicado: (2020)

The Kiss of Death: Serratia marcescens Antibacterial Activities against Staphylococcus aureus Requires Both de novo Prodigiosin Synthesis and Direct Contact
por: Lim, Sungbin, et al.
Publicado: (2022)

Grading system for periodontitis by analyzing levels of periodontal pathogens in saliva
por: Kim, Eun-Hye, et al.
Publicado: (2018)

Local shape volume alterations in subcortical structures of suicide attempters with major depressive disorder
por: Kang, Wooyoung, et al.
Publicado: (2020)

New Lung Cancer Panel for High-Throughput Targeted Resequencing
por: Kim, Eun-Hye, et al.
Publicado: (2014)

Identification and validation of six acute myocardial infarction-associated variants, including a novel prognostic marker for cardiac mortality
por: Jeon, Yeonsu, et al.
Publicado: (2023)

SynechoNET: integrated protein-protein interaction database of a model cyanobacterium Synechocystis sp. PCC 6803
por: Kim, Woo-Yeon, et al.
Publicado: (2008)

MitoVariome: a variome database of human mitochondrial DNA
por: Lee, Yong Seok, et al.
Publicado: (2009)

Germline DNA-Repair Genes and HOXB13 Mutations in Korean Men with Metastatic Prostate Cancer: Data from a Large Korean Cohort
por: Song, Sang Hun, et al.
Publicado: (2023)

KoVariome: Korean National Standard Reference Variome database of whole genomes with comprehensive SNV, indel, CNV, and SV analyses
por: Kim, Jungeun, et al.
Publicado: (2018)

The Korean Bird Information System (KBIS) through open and public participation
por: Paik, In-Hwan, et al.
Publicado: (2009)

An ethnically relevant consensus Korean reference genome is a step towards personal reference genomes
por: Cho, Yun Sung, et al.
Publicado: (2016)

Corrigendum: An ethnically relevant consensus Korean reference genome is a step towards personal reference genomes
por: Cho, Yun Sung, et al.
Publicado: (2017)

GS2PATH: A web-based integrated analysis tool for finding functional relationships using gene ontology and biochemical pathway data
por: Yang, Jin Ok, et al.
Publicado: (2007)

Profiling Age-Related Epigenetic Markers of Stomach Adenocarcinoma in Young and Old Subjects
por: Kim, Byoung-Chul, et al.
Publicado: (2015)

Identification and Characterization of MicroRNAs in Normal Equine Tissues by Next Generation Sequencing
por: Kim, Myung-Chul, et al.
Publicado: (2014)

PDbase: a database of Parkinson's Disease-related genes and genetic variation using substantia nigra ESTs
por: Yang, Jin Ok, et al.
Publicado: (2009)

Localizome: a server for identifying transmembrane topologies and TM helices of eukaryotic proteins utilizing domain information
por: Lee, Sunghoon, et al.
Publicado: (2006)

Cortical Thickness and Surface Area Abnormalities in Bipolar I and II Disorders
por: Woo, Yoonmi, et al.
Publicado: (2021)

Whole genome comparison of donor and cloned dogs
por: Kim, Hak-Min, et al.
Publicado: (2013)

Alterations in the Occipital Cortex of Drug-Naïve Adults With Major Depressive Disorder: A Surface-Based Analysis of Surface Area and Cortical Thickness
por: Lee, Jee Soo, et al.
Publicado: (2021)

Peeling Back the Evolutionary Layers of Molecular Mechanisms Responsive to Exercise-Stress in the Skeletal Muscle of the Racing Horse
por: Kim, Hyeongmin, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_tsoq6i3d66tm0rd5rii6k2md1f