Differential Methylation of Telomere-Related Genes Is Associated with Kidney Disease in Individuals with Type 1 Diabetes

被引:6
作者
Hill, Claire [1 ]
Duffy, Seamus M. [1 ]
Kettyle, Laura [2 ]
McGlynn, Liane [3 ]
Sandholm, Niina M. [4 ,5 ,6 ]
Salem, Rany [7 ]
Thompson, Alex J. [8 ]
Swan, Elizabeth [1 ]
Kilner, Jill [1 ]
Rossing, Peter G. [9 ,10 ]
Shiels, Paul
Lajer, Maria [10 ]
Groop, Per-Henrik [4 ,5 ,6 ]
Maxwell, Alexander Peter [1 ]
McKnight, Amy Jayne [1 ]
GENIE Consortium
机构
[1] Queens Univ Belfast, Ctr Publ Hlth, Belfast BT12 6BA, North Ireland
[2] Queens Univ Belfast, Ctr Canc Res & Cell Biol, Belfast BT9 7AE, North Ireland
[3] Univ Glasgow, Coll Med Vet & Life Sci, Glasgow City G12 8QQ, Scotland
[4] Folkhalsan Res Ctr, Folkhalsan Inst Genet, Helsinki 00290, Finland
[5] Helsinki Univ Cent Hosp, Dept Med, Div Nephrol, Helsinki 00290, Finland
[6] Univ Helsinki, Fac Med, Res Program Clin & Mol Metab, Helsinki 00290, Finland
[7] Univ Calif San Diego, Herbert Wertheim Sch Publ Hlth & Human Longev Sci, La Jolla, CA 92093 USA
[8] Univ Nottingham, Biodiscovery Inst, Sch Med, Nottingham NG7 2RD, England
[9] Aarhus Univ, Nordsjaellands Hosp, Hilleroed Denmark & Hlth, DK-8000 Aarhus, Denmark
[10] Steno Diabet Ctr, DK-2730 Gentofte, Denmark
基金
芬兰科学院; 英国医学研究理事会; 爱尔兰科学基金会;
关键词
biological ageing; diabetic kidney disease; epigenetic; genetic; methylation; SNP; telomere; WHITE BLOOD-CELLS; MENDELIAN RANDOMIZATION; PODOCYTE DYSFUNCTION; MONONUCLEAR-CELLS; TARGET GENE; LENGTH; RISK; INFLAMMATION; SENESCENCE; MORTALITY;
D O I
10.3390/genes14051029
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Diabetic kidney disease (DKD) represents a major global health problem. Accelerated ageing is a key feature of DKD and, therefore, characteristics of accelerated ageing may provide useful biomarkers or therapeutic targets. Harnessing multi-omics, features affecting telomere biology and any associated methylome dysregulation in DKD were explored. Genotype data for nuclear genome polymorphisms in telomere-related genes were extracted from genome-wide case-control association data (n = 823 DKD/903 controls; n = 247 end-stage kidney disease (ESKD)/1479 controls). Telomere length was established using quantitative polymerase chain reaction. Quantitative methylation values for 1091 CpG sites in telomere-related genes were extracted from epigenome-wide case-control association data (n = 150 DKD/100 controls). Telomere length was significantly shorter in older age groups (p = 7.6 x 10(-6)). Telomere length was also significantly reduced (p = 6.6 x 10(-5)) in DKD versus control individuals, with significance remaining after covariate adjustment (p = 0.028). DKD and ESKD were nominally associated with telomere-related genetic variation, with Mendelian randomisation highlighting no significant association between genetically predicted telomere length and kidney disease. A total of 496 CpG sites in 212 genes reached epigenome-wide significance (p = 10(-8)) for DKD association, and 412 CpG sites in 193 genes for ESKD. Functional prediction revealed differentially methylated genes were enriched for Wnt signalling involvement. Harnessing previously published RNA-sequencing datasets, potential targets where epigenetic dysregulation may result in altered gene expression were revealed, useful as potential diagnostic and therapeutic targets for intervention.
引用
收藏
页数:24
相关论文
共 138 条
  • [91] Telomerase modulates Wnt signalling by association with target gene chromatin
    Park, Jae-Il
    Venteicher, Andrew S.
    Hong, Ji Yeon
    Choi, Jinkuk
    Jun, Sohee
    Shkreli, Marina
    Chang, Woody
    Meng, Zhaojing
    Cheung, Peggie
    Ji, Hong
    McLaughlin, Margaret
    Veenstra, Timothy D.
    Nusse, Roel
    McCrea, Pierre D.
    Artandi, Steven E.
    [J]. NATURE, 2009, 460 (7251) : 66 - U77
  • [92] A Mendelian randomization study found causal linkage between telomere attrition and chronic kidney disease
    Park, Sehoon
    Lee, Soojin
    Kim, Yaerim
    Cho, Semin
    Kim, Kwangsoo
    Kim, Yong Chul
    Han, Seung Seok
    Lee, Hajeong
    Lee, Jung Pyo
    Joo, Kwon Wook
    Lim, Chun Soo
    Kim, Yon Su
    Kim, Dong Ki
    [J]. KIDNEY INTERNATIONAL, 2021, 100 (05) : 1063 - 1070
  • [93] PLINK: A tool set for whole-genome association and population-based linkage analyses
    Purcell, Shaun
    Neale, Benjamin
    Todd-Brown, Kathe
    Thomas, Lori
    Ferreira, Manuel A. R.
    Bender, David
    Maller, Julian
    Sklar, Pamela
    de Bakker, Paul I. W.
    Daly, Mark J.
    Sham, Pak C.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2007, 81 (03) : 559 - 575
  • [94] Association of renal function, telomere length, and markers of chronic inflammation in patients without chronic kidney and cardiovascular diseases
    Pykhtina V.S.
    Strazhesko I.D.
    Tkacheva O.N.
    Akasheva D.U.
    Dudinskaya E.N.
    Vygodin V.A.
    Plokhova E.V.
    Kruglikova A.S.
    Boitsov S.A.
    [J]. Advances in Gerontology, 2016, 6 (3) : 217 - 223
  • [95] Lamin A is involved in the development of vascular calcification induced by chronic kidney failure and phosphorus load
    Quiros-Gonzalez, Isabel
    Roman-Garcia, Pablo
    Alonso-Montes, Cristina
    Barrio-Vazquez, Sara
    Carrillo-Lopez, Natalia
    Naves-Diaz, Manuel
    Isabel Mora, Maria
    Jose Corrales, Fernando
    Lopez-Hernandez, Francisco J.
    Piedad Ruiz-Torres, Maria
    Benito Cannata-Andia, Jorge
    Luis Fernandez-Martin, Jose
    [J]. BONE, 2016, 84 : 160 - 168
  • [96] Stress-induced premature senescence in mononuclear cells from patients on long-term hemodialysis
    Ramírez, R
    Carracedo, J
    Soriano, S
    Jiménez, R
    Martín-Malo, A
    Rodríguez, M
    Blasco, M
    Aljama, P
    [J]. AMERICAN JOURNAL OF KIDNEY DISEASES, 2005, 45 (02) : 353 - 359
  • [97] Association of relative telomere length with progression of chronic kidney disease in two cohorts: effect modification by smoking and diabetes
    Raschenberger, Julia
    Kollerits, Barbara
    Ritchie, James
    Lane, Beverley
    Kalra, Philip A.
    Ritz, Eberhard
    Kronenberg, Florian
    [J]. SCIENTIFIC REPORTS, 2015, 5
  • [98] Rayner W, GENOTYPING CHIPS STR
  • [99] RStudio Team, 2020, RStudio: integrated development for R
  • [100] New Susceptibility Loci Associated with Kidney Disease in Type 1 Diabetes
    Sandholm, Niina
    Salem, Rany M.
    McKnight, Amy Jayne
    Brennan, Eoin P.
    Forsblom, Carol
    Isakova, Tamara
    McKay, Gareth J.
    Williams, Winfred W.
    Sadlier, Denise M.
    Makinen, Ville-Petteri
    Swan, Elizabeth J.
    Palmer, Cameron
    Boright, Andrew P.
    Ahlqvist, Emma
    Deshmukh, Harshal A.
    Keller, Benjamin J.
    Huang, Huateng
    Ahola, Aila J.
    Fagerholm, Emma
    Gordin, Daniel
    Harjutsalo, Valma
    He, Bing
    Heikkila, Outi
    Hietala, Kustaa
    Kyto, Janne
    Lahermo, Paivi
    Lehto, Markku
    Lithovius, Raija
    Osterholm, Anne-May
    Parkkonen, Maija
    Pitkaniemi, Janne
    Rosengard-Barlund, Milla
    Saraheimo, Markku
    Sarti, Cinzia
    Soderlund, Jenny
    Soro-Paavonen, Aino
    Syreeni, Anna
    Thorn, Lena M.
    Tikkanen, Heikki
    Tolonen, Nina
    Tryggvason, Karl
    Tuomilehto, Jaakko
    Waden, Johan
    Gill, Geoffrey V.
    Prior, Sarah
    Guiducci, Candace
    Mirel, Daniel B.
    Taylor, Andrew
    Hosseini, S. Mohsen
    Parving, Hans-Henrik
    [J]. PLOS GENETICS, 2012, 8 (09):