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The role of dynamic DNA methylation in liver transplant rejection in children

View ORCID ProfileMylarappa Ningappa, View ORCID ProfileXiaojian Shao, Chethan Ashokkumar, View ORCID ProfileQingyong Xu, View ORCID ProfileAdriana Zeevi, View ORCID ProfileElin Grundberg, View ORCID ProfileTomi Pastinen, View ORCID ProfileRakesh Sindhi
doi: https://doi.org/10.1101/2022.05.03.489748
Mylarappa Ningappa
1UPMC-Children’s Hospital of Pittsburgh and the University of Pittsburgh, Pittsburgh, PA, USA
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Xiaojian Shao
2Digital Technologies Research Centre, National Research Council Canada, Ottawa, ON, Canada
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Chethan Ashokkumar
1UPMC-Children’s Hospital of Pittsburgh and the University of Pittsburgh, Pittsburgh, PA, USA
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Qingyong Xu
3Histocompatibility Laboratory, University of Pittsburgh Medical Center (UPMC) and the University of Pittsburgh, Pittsburgh, PA, USA
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Adriana Zeevi
4Department of Pathology, The Thomas E Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, USA
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Elin Grundberg
5Children’s Mercy Kansas City - Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
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Tomi Pastinen
5Children’s Mercy Kansas City - Genomic Medicine Center, Children’s Mercy Research Institute, Kansas City, MO, USA
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  • For correspondence: rakesh.sindhi@chp.edu tpastinen@cmh.edu
Rakesh Sindhi
1UPMC-Children’s Hospital of Pittsburgh and the University of Pittsburgh, Pittsburgh, PA, USA
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  • For correspondence: rakesh.sindhi@chp.edu tpastinen@cmh.edu
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Abstract

Background Transcriptional regulation of liver transplant (LT) rejection may reveal novel predictive and therapeutic targets.

Purpose To test the role of differential DNA methylation in children with biopsy-proven acute cellular rejection (rejectors, R) after LT.

Methods Paired peripheral blood DNA samples were obtained before and after LT from 17 children, including 4R and 13 non-rejector (NR), and assayed with MethylC capture sequencing (MCC-Seq) approach covering 5 million CpGs in immune-cell specific regulatory elements. Differentially methylated CpGs (DMCs) were identified using generalized linear regression models adjusting for sex and age and merged into differentially methylated regions (DMR) comprising 3 or more DMCs.

Results Contrasting R vs NR, we identified 2238 DMCs in post-LT and 2620 DMCs in pre-LT samples, which clustered in 216 and 282 DMRs respectively. DMCs associated with R were enriched in enhancers and depleted in promoters. The proportion of hypomethylated versus hypermethylated DMRs increased from 22% to 48% (p<0.0001) in pre-LT vs. post-LT DMCs, respectively. The highest-ranked biological processes enriched in post-LT DMCs were antigen processing and presentation via MHC class I, MHC class I complex, and peptide binding (p<7.92E-17), respectively. Top-ranked DMRs mapped to genes which mediate B-cell receptor signaling (ADAP1) or regulate several immune cells (ARRB2) (p<3.75E-08). DMRs in MHC class I genes were enriched for SNPs which bind TFs, affect gene expression and splicing, or alter peptide-binding amino acid sequences.

Conclusions Dynamic methylation in distal regulatory regions reveals known transplant-relevant MHC-dependent rejection pathways, and identifies novel loci for future mechanistic evaluations in pediatric transplant subcohorts.

Competing Interest Statement

The authors have declared no competing interest.

  • Abbreviations

    ADAP1
    ArfGAP With Dual PH Domains 1
    ARRB2
    arrestin B2
    CTCF
    CCCTC binding transcription factor
    DMC
    differentially methylated CpG
    DMR
    differentially methylated regions
    GLM
    generalized linear regression models
    LHX6
    LIM Homeobox 6
    LT
    Liver transplantation
    MCC-Seq
    methylation capture sequencing
    MHC
    major histocompatibility complex
    mTOR
    mammalian target of rapamycin
    NR
    non-rejectors
    R
    Rejectors
    SNP
    single nucleotide polymorphism
    TF
    transcription factor
    TSS
    transcription start site
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    Posted May 05, 2022.
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    The role of dynamic DNA methylation in liver transplant rejection in children
    Mylarappa Ningappa, Xiaojian Shao, Chethan Ashokkumar, Qingyong Xu, Adriana Zeevi, Elin Grundberg, Tomi Pastinen, Rakesh Sindhi
    bioRxiv 2022.05.03.489748; doi: https://doi.org/10.1101/2022.05.03.489748
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    The role of dynamic DNA methylation in liver transplant rejection in children
    Mylarappa Ningappa, Xiaojian Shao, Chethan Ashokkumar, Qingyong Xu, Adriana Zeevi, Elin Grundberg, Tomi Pastinen, Rakesh Sindhi
    bioRxiv 2022.05.03.489748; doi: https://doi.org/10.1101/2022.05.03.489748

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