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Transcriptome‐Wide Association Studies (TWAS): Methodologies, Applications, and Challenges
Current ProtocolsAbstractTranscriptome‐wide association study (TWAS) methodologies aim to identify genetic effects on phenotypes through the mediation of gene transcription. In TWAS, in silico models of gene expression are trained as functions of genetic variants and then applied to genome‐wide association study (GWAS) data.
Patrick Evans +5 more
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Combinatorial Chemistry & High Throughput Screening, 2021
Background: Complications are the main cause of the disease burden of diabetes. Genes determining the development and progression of diabetic complications remain to be identified. Diabetic neuropathy is the most common and debilitating complication and mainly affects the nerves of legs and feet.
Danfeng, Lan +8 more
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Background: Complications are the main cause of the disease burden of diabetes. Genes determining the development and progression of diabetic complications remain to be identified. Diabetic neuropathy is the most common and debilitating complication and mainly affects the nerves of legs and feet.
Danfeng, Lan +8 more
openaire +2 more sources
TRANSCRIPTOME-WIDE ASSOCIATION STUDIES: CHALLENGES, SOLUTIONS, AND FUTURE DIRECTIONS
2021Genome-wide association studies (GWAS) have identified hundreds of thousands ofvariants associated with a broad range of complex traits. However, the biological mechanismsunderlying these associations remain largely unknown. Transcriptome-wide associationstudies (TWAS) are a gene-based method which can provide insight into these mechanismsby leveraging
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Cancer Epidemiology, Biomarkers & Prevention
Abstract Background: Hepatoblastoma (HB) is a rare embryonal liver tumor, with an increasing global incidence that underscores the need to understand its genetic etiology. Methods: Utilizing the ancestry-matched ...
Tiankai Xie +17 more
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Abstract Background: Hepatoblastoma (HB) is a rare embryonal liver tumor, with an increasing global incidence that underscores the need to understand its genetic etiology. Methods: Utilizing the ancestry-matched ...
Tiankai Xie +17 more
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Intermittent fasting in the prevention and treatment of cancer
Ca-A Cancer Journal for Clinicians, 2021Katherine Clifton +2 more
exaly
Conditional transcriptome-wide association study for fine-mapping candidate causal genes
Nature GeneticsLu Liu +7 more
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An overview of real‐world data sources for oncology and considerations for research
Ca-A Cancer Journal for Clinicians, 2022Lynne Penberthy +2 more
exaly
A unified Bayesian approach to transcriptome-wide association study
AbstractThe transcriptome-wide association study (TWAS) has discovered novel gene-trait associations that offer essential biological interpretations. TWAS integrates reference panel transcriptome data and genome-wide association study (GWAS) data. In standard TWAS methods, a prediction model for gene expression is built utilizing the transcriptome data,Arnab Kumar Khan +2 more
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Social determinants of health and US cancer screening interventions: A systematic review
Ca-A Cancer Journal for Clinicians, 2023Ariella R Korn
exaly

