Frequent functional orthology of long noncoding RNAs and genomic loci associated with complex traits and disorders
Cummins, M. J.; Mattick, J. S.
Show abstract
Genome wide association studies (GWAS) have identified many haplotype blocks linked to a wide range of complex human traits, including intelligence, neuropsychiatric disorders, and immunological disorders, among many others. Approximately a quarter of these haplotype blocks lack protein-coding sequences but most express long noncoding RNAs (lncRNAs). Here we show that human loci orthologous with mammalian lncRNAs involved in neurological or immunological functions are commonly associated with a human trait that is commensurate with the reported lncRNA function. We also show that for many neurological, autoimmune, and cancer complex traits, the vast majority (>90%) of associated haplotype blocks express one or more lncRNAs. We present a database of lncRNAs expressed from human haplotype blocks associated with GWAS traits, with their mouse orthologs, as a resource for functional analysis. Our analyses establish a framework for investigating the molecular etiology of complex traits and suggest a general solution to the challenge of diagnosing and treating complex disorders.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes 96%
- Scalable Screening of Ternary-Code DNA methylation Dynamics Associated with Human Traits. 95%
- Cell-type-specific DNA methylation dynamics in the prenatal and postnatal human cortex 95%
Similar papers in this journal
- Genetic Identification of Cell Types Underlying Brain Complex Traits Yields Novel Insights Into the Etiology of Parkinson's Disease 96%
- The impact of rare protein coding genetic variation on adult cognitive function 96%
- Differential Chromatin Architecture and Risk Variants in Deep Layer Excitatory Neurons and Grey Matter Microglia Contribute to Major Depressive Disorder 96%
Similar papers in this journal
- Unveiling causal regulatory mechanisms through cell-state parallax 96%
- USP18 modulates lupus risk via negative regulation of interferon response 96%
- Genetic correlates of evolutionary adaptations in cognitive functional brain networks and their relationship to human cognitive functioning and disease 96%
Similar papers in this journal
- Cell-type specific cis-eQTLs in eight brain cell-types identifies novel risk genes for human brain disorders 96%
- Comparative molecular landscapes of immature neurons in the mammalian dentate gyrus across species reveal special features in humans 95%
- Extensive profiling of transcription factors in postmortem brains defines genomic occupancy in disease-relevant cell types and links TF activities to neuropsychiatric disorders 95%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.