Yun Liu

Prof. Dr. Yun Liu


Research Focus & Metrics

Academic Career Length

20Years (2007-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

View All Publications
26 June 2011 in Nature Genetics
Verified
Journal Article
Open access
PDF file
KHKasper Daniel Hansen
Kasper Daniel Hansen
WTWinston Timp
Winston Timp
HBHéctor Corrada Bravo
Héctor Corrada Bravo
SSSarven Sabunciyan
Sarven Sabunciyan
BLBenjamin Langmead
Benjamin Langmead
AFAndrew P Feinberg
Andrew P Feinberg
Andrew Feinberg and colleagues report whole-genome bisulfite sequencing of three colon cancers and matched normal tissue and two adenomatous polyps. The authors identify large blocks of relative hypomethylation over half of the genome. Tumor heterogeneity is a major barrier to effective cancer diagnosis and treatment. We recently identified cancer-specific differentially DNA-methylated regions (cDMRs) in colon cancer, which also distinguish normal tissue types from each other, suggesting that these cDMRs might be generalized across cancer types. Here we show stochastic methylation variation of the same cDMRs, distinguishing cancer from normal tissue, in colon, lung, breast, thyroid and Wilms' tumors, with intermediate variation in adenomas. Whole-genome bisulfite sequencing shows these variable cDMRs are related to loss of sharply delimited methylation boundaries at CpG islands. Furthermore, we find hypomethylation of discrete blocks encompassing half the genome, with extreme gene expression variability. Genes associated with the cDMRs and large blocks are involved in mitosis and matrix remodeling, respectively. We suggest a model for cancer involving loss of epigenetic stability of well-defined genomic domains that underlies increased methylation variability in cancer that may contribute to tumor heterogeneity.

20 January 2013 in Nature Biotechnology
Verified
Journal Article
Open access
PDF file
YLYun Liu
Yun Liu
MAMartin J Aryee
Martin J Aryee
LPLeonid Padyukov
Leonid Padyukov
MFM Daniele Fallin
M Daniele Fallin
EHEspen Hesselberg
Espen Hesselberg
AFAndrew P Feinberg
Andrew P Feinberg
Liu et al. use mediation analysis to find changes in DNA methylation that mediate the genetic risk for rheumatoid arthritis. Epigenetic mechanisms integrate genetic and environmental causes of disease, but comprehensive genome-wide analyses of epigenetic modifications have not yet demonstrated robust association with common diseases. Using Illumina HumanMethylation450 arrays on 354 anti-citrullinated protein antibody–associated rheumatoid arthritis cases and 337 controls, we identified two clusters within the major histocompatibility complex (MHC) region whose differential methylation potentially mediates genetic risk for rheumatoid arthritis. To reduce confounding factors that have hampered previous epigenome-wide studies, we corrected for cellular heterogeneity by estimating and adjusting for cell-type proportions in our blood-derived DNA samples and used mediation analysis to filter out associations likely to be a consequence of disease. Four CpGs also showed an association between genotype and variance of methylation. The associations for both clusters replicated at least one CpG (P < 0.01), with the rest showing suggestive association, in monocyte cell fractions in an independent cohort of 12 cases and 12 controls. Thus, DNA methylation is a potential mediator of genetic risk.

1 March 2018 in Genes & Diseases
Verified
Journal Article
Open access
ZJZelin Jin
Zelin Jin
YLYun Liu
Yun Liu
Even though the importance of epigenetics was first recognized in light of its role in tissue development, an increasing amount of evidence has shown that it also plays an important role in the development and progression of many common diseases. We discuss some recent findings on one representative epigenetic modification, DNA methylation, in some common diseases. While many new risk factors have been identified through the population-based epigenetic epidemiologic studies on the role of epigenetics in common diseases, this relatively new field still faces many unique challenges. Here, we describe those promises and unique challenges of epigenetic epidemiological studies and propose some potential solutions.

1 October 2007 in Immunity
Verified
Journal Article
Closed access
YLYun Liu
Yun Liu
RSRamesh Subrahmanyam
Ramesh Subrahmanyam
TCTirtha Chakraborty
Tirtha Chakraborty
RSRanjan Sen
Ranjan Sen
SDStephen Desiderio
Stephen Desiderio

28 November 2016 in Proceedings of the National Academy of Sciences
Verified
Journal Article
Open access
PDF file
GSGunter Schumann
Gunter Schumann
CLChunyu Liu
Chunyu Liu
POPaul O’reilly
Paul O’reilly
HGHe Gao
He Gao
PSParkyong Song
Parkyong Song
PEPaul Elliott
Paul Elliott
Excessive alcohol consumption is a major public health problem worldwide. Although drinking habits are known to be inherited, few genes have been identified that are robustly linked to alcohol drinking. We conducted a genome-wide association metaanalysis and replication study among >105,000 individuals of European ancestry and identified β-Klotho (KLB) as a locus associated with alcohol consumption (rs11940694; P = 9.2 × 10−12). β-Klotho is an obligate coreceptor for the hormone FGF21, which is secreted from the liver and implicated in macronutrient preference in humans. We show that brain-specific β-Klotho KO mice have an increased alcohol preference and that FGF21 inhibits alcohol drinking by acting on the brain. These data suggest that a liver–brain endocrine axis may play an important role in the regulation of alcohol drinking behavior and provide a unique pharmacologic target for reducing alcohol consumption. Significance Alcohol is a widely consumed drug in western societies that can lead to addiction. A small shift in consumption can have dramatic consequences on public health. We performed the largest genome-wide association metaanalysis and replication study to date (>105,000 individuals) and identified a genetic basis for alcohol consumption during nonaddictive drinking. We found that a locus in the gene encoding β-Klotho is associated with alcohol consumption. β-Klotho is an essential receptor component for the endocrine FGFs, FGF19 and FGF21. Using mouse models and pharmacologic administration of FGF21, we show that β-Klotho in the brain controls alcohol drinking. These findings reveal a mechanism regulating alcohol consumption in humans that may be pharmacologically tractable for reducing alcohol intake.

19 June 2018 in Nature Communications
Verified
Journal Article
Open access
PDF file
LKLara Kular
Lara Kular
YLYun Liu
Yun Liu
SRSabrina Ruhrmann
Sabrina Ruhrmann
GZGalina Zheleznyakova
Galina Zheleznyakova
FMFrancesco Marabita
Francesco Marabita
MJMaja Jagodic
Maja Jagodic
The human leukocyte antigen (HLA) haplotype DRB1*15:01 is the major risk factor for multiple sclerosis (MS). Here, we find that DRB1*15:01 is hypomethylated and predominantly expressed in monocytes among carriers of DRB1*15:01. A differentially methylated region (DMR) encompassing HLA-DRB1 exon 2 is particularly affected and displays methylation-sensitive regulatory properties in vitro. Causal inference and Mendelian randomization provide evidence that HLA variants mediate risk for MS via changes in the HLA-DRB1 DMR that modify HLA-DRB1 expression. Meta-analysis of 14,259 cases and 171,347 controls confirms that these variants confer risk from DRB1*15:01 and also identifies a protective variant (rs9267649, p < 3.32 × 10−8, odds ratio = 0.86) after conditioning for all MS-associated variants in the region. rs9267649 is associated with increased DNA methylation at the HLA-DRB1 DMR and reduced expression of HLA-DRB1, suggesting a modulation of the DRB1*15:01 effect. Our integrative approach provides insights into the molecular mechanisms of MS susceptibility and suggests putative therapeutic strategies targeting a methylation-mediated regulation of the major risk gene.