Frequent Functional Orthology of Characterized Long Noncoding RNAs and Genomic Loci Associated with Complex Traits and Disorders

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 putative 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 may exist to the challenge of diagnosing and treating many complex disorders.

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Publication Details

Journal
Molecular and Cellular Biology
Published
2026-07-24
DOI
https://doi.org/10.1080/10985549.2026.2699150
Primary Topic
Cancer-related molecular mechanisms research
Type
article
Field-Weighted Citation Impact
0.00

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article

Frequent Functional Orthology of Characterized Long Noncoding RNAs and Genomic Loci Associated with Complex Traits and Disorders

Mitchell J Cummins, John S. Mattick
Molecular and Cellular Biology
Cancer-related molecular mechanisms research
article

Frequent Functional Orthology of Characterized Long Noncoding RNAs and Genomic Loci Associated with Complex Traits and Disorders

Mitchell J Cummins, John S. Mattick
article en

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 putative 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 may exist to the challenge of diagnosing and treating many complex disorders.

Molecular and Cellular Biology
UNSW Sydney (AU)
University of New South Wales
Openalex Percentile: Top 11%
Cancer-related molecular mechanisms research
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Frequent Functional Orthology of Characterized Long Noncoding RNAs and Genomic Loci Associated with Complex Traits and Disorders — Mitchell J Cummins, John S. Mattick · Molecular and Cellular Biology (2026) | TGRS Research Map | TGRS