Leukocyte telomere length, T cell composition and DNA methylation age

Both leukocyte telomere length (LTL) and DNA methylation age are strongly associated with chronological age. One measure of DNA methylation age-the extrinsic epigenetic age acceleration (EEAA)-is highly predictive of all-cause mortality. We examined the relation between LTL and EEAA. LTL was measured by Southern blots and leukocyte DNA methylation was determined using Illumina Infinium HumanMethylation450 BeadChip in participants in the Women's Health Initiative (WHI; n=804), the Framingham Heart Study (FHS; n=909) and the Bogalusa Heart study (BHS; n=826). EEAA was computed using 71 DNA methylation sites, further weighted by proportions of naïve CD8+ T cells, memory CD8+ T cells, and plasmablasts. Shorter LTL was associated with increased EEAA in participants from the WHI (r=-0.16, p=3.1x10−6). This finding was replicated in the FHS (r=-0.09, p=6.5x10−3) and the BHS (r=−0.07, p=3.8x 10−2). LTL was also inversely related to proportions of memory CD8+ T cells (p=4.04x10−16) and positively related to proportions of naive CD8+ T cells (p=3.57x10−14). These findings suggest that for a given age, an individual whose blood contains comparatively more memory CD8+ T cells and less naive CD8+ T cells would display a relatively shorter LTL and an older DNA methylation age, which jointly explain the striking ability of EEAA to predict mortality.

[1]  A. Aviv,et al.  Short Telomeres, but Not Telomere Attrition Rates, Are Associated With Carotid Atherosclerosis , 2017, Hypertension.

[2]  M. Levine,et al.  DNA methylation-based measures of biological age: meta-analysis predicting time to death , 2016, Aging.

[3]  M. Levine,et al.  Menopause accelerates biological aging , 2016, Proceedings of the National Academy of Sciences.

[4]  E. Susser,et al.  Telomere Length and the Cancer–Atherosclerosis Trade-Off , 2016, PLoS genetics.

[5]  T. Lehtimäki,et al.  The trajectory of the blood DNA methylome ageing rate is largely set before adulthood: evidence from two longitudinal studies , 2016, AGE.

[6]  D. Kasper,et al.  How colonization by microbiota in early life shapes the immune system , 2016, Science.

[7]  R. Marioni,et al.  The epigenetic clock and telomere length are independently associated with chronological age and mortality , 2016, International journal of epidemiology.

[8]  E. Susser,et al.  Leukocyte Telomere Length in Newborns: Implications for the Role of Telomeres in Human Disease , 2016, Pediatrics.

[9]  E. Epel,et al.  Human telomere biology: A contributory and interactive factor in aging, disease risks, and protection , 2015, Science.

[10]  Seongho Kim ppcor: An R Package for a Fast Calculation to Semi-partial Correlation Coefficients. , 2015, Communications for statistical applications and methods.

[11]  J. Vaupel,et al.  DNA methylation age is associated with mortality in a longitudinal Danish twin study , 2015, Aging cell.

[12]  T. Assimes,et al.  Leukocyte Telomere Length and Risks of Incident Coronary Heart Disease and Mortality in a Racially Diverse Population of Postmenopausal Women , 2015, Arteriosclerosis, thrombosis, and vascular biology.

[13]  S. Horvath,et al.  HIV-1 Infection Accelerates Age According to the Epigenetic Clock , 2015, The Journal of infectious diseases.

[14]  E. Susser,et al.  Telomeres, Atherosclerosis, and Human Longevity , 2015, Epidemiology.

[15]  C. Dalgård,et al.  The heritability of leucocyte telomere length dynamics , 2015, Journal of Medical Genetics.

[16]  Steve Horvath,et al.  Accelerated epigenetic aging in Down syndrome , 2015, Aging cell.

[17]  S. Horvath,et al.  DNA methylation age of blood predicts all-cause mortality in later life , 2015, Genome Biology.

[18]  Steve Horvath,et al.  Obesity accelerates epigenetic aging of human liver , 2014, Proceedings of the National Academy of Sciences.

[19]  J. Nikolich-Žugich,et al.  Aging of the T Cell Compartment in Mice and Humans: From No Naive Expectations to Foggy Memories , 2014, The Journal of Immunology.

[20]  V. Appay,et al.  Naive T cells: The crux of cellular immune aging? , 2014, Experimental Gerontology.

[21]  Y. Shimojima,et al.  Regulatory T Cells and the Immune Aging Process: A Mini-Review , 2013, Gerontology.

[22]  S. Horvath DNA methylation age of human tissues and cell types , 2013, Genome Biology.

[23]  E. Susser,et al.  Tracking and fixed ranking of leukocyte telomere length across the adult life course , 2013, Aging cell.

[24]  E. Susser,et al.  Telomeres shorten at equivalent rates in somatic tissues of adults , 2013, Nature Communications.

[25]  R. Effros,et al.  T cell replicative senescence in human aging. , 2013, Current pharmaceutical design.

[26]  T. Ideker,et al.  Genome-wide methylation profiles reveal quantitative views of human aging rates. , 2013, Molecular cell.

[27]  P. Lansdorp,et al.  Collapse of Telomere Homeostasis in Hematopoietic Cells Caused by Heterozygous Mutations in Telomerase Genes , 2012, PLoS genetics.

[28]  Steve Horvath,et al.  Epigenetic Predictor of Age , 2011, PloS one.

[29]  A. Aviv,et al.  Synchrony of telomere length among hematopoietic cells. , 2010, Experimental hematology.

[30]  C. Harley,et al.  Measurement of telomere length by the Southern blot analysis of terminal restriction fragment lengths , 2010, Nature Protocols.

[31]  N. Weng,et al.  CD28(-) T cells: their role in the age-associated decline of immune function. , 2009, Trends in immunology.

[32]  D. Levy,et al.  Insulin resistance, oxidative stress, hypertension, and leukocyte telomere length in men from the Framingham Heart Study , 2006, Aging cell.

[33]  Petr Klemera,et al.  A new approach to the concept and computation of biological age , 2006, Mechanisms of Ageing and Development.

[34]  Scott Davis,et al.  Implementation of the Women's Health Initiative study design. , 2003, Annals of epidemiology.

[35]  D. Ho,et al.  Direct evidence for new T-cell generation by patients after either T-cell-depleted or unmodified allogeneic hematopoietic stem cell transplantations. , 2002, Blood.

[36]  J. Skurnick,et al.  Telomere Length in the Newborn , 2002, Pediatric Research.

[37]  C. Siegrist,et al.  Recovery of immune reactivity after T-cell-depleted bone marrow transplantation depends on thymic activity. , 2000, Blood.

[38]  R. V. van Lier,et al.  Faces and phases of human CD8 T-cell development. , 1999, Immunology today.

[39]  R. Schlant,et al.  Introduction to the symposium celebrating the Bogalusa Heart Study. , 1995, The American journal of the medical sciences.

[40]  B L Levine,et al.  Human naive and memory T lymphocytes differ in telomeric length and replicative potential. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[41]  D I Boomsma,et al.  Genetic determination of telomere size in humans: a twin study of three age groups. , 1994, American journal of human genetics.

[42]  J. H. Steiger Tests for comparing elements of a correlation matrix. , 1980 .

[43]  W. Kannel,et al.  An investigation of coronary heart disease in families. The Framingham offspring study. , 1979, American journal of epidemiology.

[44]  W. Kannel,et al.  The Framingham Offspring Study. Design and preliminary data. , 1975, Preventive medicine.

[45]  Tom R. Gaunt,et al.  Association Between Telomere Length and Risk of Cancer and Non-Neoplastic Diseases: A Mendelian Randomization Study , 2017 .