Universal DNA methylation age across mammalian tissues

A T Lu, Z Fei, A Haghani, T R Robeck, J A Zoller, C Z Li, R Lowe, Q Yan, J Zhang, H Vu, J Ablaeva, V A Acosta-Rodriguez, D M Adams, J Almunia, A Aloysius, R Ardehali, A Arneson, C S Baker, G Banks, K BelovN C Bennett, P Black, D T Blumstein, E K Bors, C E Breeze, R T Brooke, J L Brown, G G Carter, A Caulton, J M Cavin, L Chakrabarti, I Chatzistamou, H Chen, K Cheng, P Chiavellini, O W Choi, S M Clarke, L N Cooper, M L Cossette, J Day, J DeYoung, S DiRocco, C Dold, E E Ehmke, C K Emmons, S Emmrich, E Erbay, C Erlacher-Reid, C G Faulkes, S H Ferguson, C J Finno, J E Flower, J M Gaillard, E Garde, L Gerber, V N Gladyshev, V Gorbunova, R G Goya, M J Grant, C B Green, E N Hales, M B Hanson, D W Hart, M Haulena, K Herrick, A N Hogan, C J Hogg, T A Hore, T Huang, J C Izpisua Belmonte, A J Jasinska, G Jones, E Jourdain, O Kashpur, H Katcher, E Katsumata, V Kaza, H Kiaris, M S Kobor, P Kordowitzki, W R Koski, M Krützen, S B Kwon, B Larison, S G Lee, M Lehmann, J F Lemaitre, A J Levine, C Li, X Li, A R Lim, D T S Lin, D M Lindemann, T J Little, N Macoretta, D Maddox, C O Matkin, J A Mattison, M McClure, J Mergl, J J Meudt, G A Montano, K Mozhui, J Munshi-South, A Naderi, M Nagy, P Narayan, P W Nathanielsz, N B Nguyen, C Niehrs, J K O'Brien, P O'Tierney Ginn, D T Odom, A G Ophir, S Osborn, E A Ostrander, K M Parsons, K C Paul, M Pellegrini, K J Peters, A B Pedersen, J L Petersen, D W Pietersen, G M Pinho, J Plassais, J R Poganik, N A Prado, P Reddy, B Rey, B R Ritz, J Robbins, M Rodriguez, J Russell, E Rydkina, L L Sailer, A B Salmon, A Sanghavi, K M Schachtschneider, D Schmitt, T Schmitt, L Schomacher, L B Schook, K E Sears, A W Seifert, A Seluanov, A B A Shafer, D Shanmuganayagam, A V Shindyapina, M Simmons, K Singh, I Sinha, J Slone, R G Snell, E Soltanmaohammadi, M L Spangler, M C Spriggs, L Staggs, N Stedman, K J Steinman, D T Stewart, V J Sugrue, B Szladovits, J S Takahashi, M Takasugi, E C Teeling, M J Thompson, B Van Bonn, S C Vernes, D Villar, H V Vinters, M C Wallingford, N Wang, R K Wayne, G S Wilkinson, C K Williams, R W Williams, X W Yang, M Yao, B G Young, B Zhang, Z Zhang, P Zhao, Y Zhao, W Zhou, J Zimmermann, J Ernst, K Raj, S Horvath

Research output: Contribution to journal › Article › peer-review

Abstract

Aging, often considered a result of random cellular damage, can be accurately estimated using DNA methylation profiles, the foundation of pan-tissue epigenetic clocks. Here, we demonstrate the development of universal pan-mammalian clocks, using 11,754 methylation arrays from our Mammalian Methylation Consortium, which encompass 59 tissue types across 185 mammalian species. These predictive models estimate mammalian tissue age with high accuracy (r > 0.96). Age deviations correlate with human mortality risk, mouse somatotropic axis mutations and caloric restriction. We identified specific cytosines with methylation levels that change with age across numerous species. These sites, highly enriched in polycomb repressive complex 2-binding locations, are near genes implicated in mammalian development, cancer, obesity and longevity. Our findings offer new evidence suggesting that aging is evolutionarily conserved and intertwined with developmental processes across all mammals.
Original languageEnglish
JournalNature Aging
DOIs
Publication statusPublished - 10 Aug 2023

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  • SDG 3 - Good Health and Well-being

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  • Lu_2023_NA_Universal-DNA_CC

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    • Author correction: Universal DNA methylation age across mammalian tissues

      Lu, A. T., Fei, Z., Haghani, A., Robeck, T. R., Zoller, J. A., Li, C. Z., Lowe, R., Yan, Q., Zhang, J., Vu, H., Ablaeva, J., Acosta-Rodriguez, V. A., Adams, D. M., Almunia, J., Aloysius, A., Ardehali, R., Arneson, A., Baker, C. S., Banks, G. & Belov, K. & 168 others, Bennett, N. C., Black, P., Blumstein, D. T., Bors, E. K., Breeze, C. E., Brooke, R. T., Brown, J. L., Carter, G. G., Caulton, A., Cavin, J. M., Chakrabarti, L., Chatzistamou, I., Chen, H., Cheng, K., Chiavellini, P., Choi, O. W., Clarke, S. M., Cooper, L. N., Cossette, M. L., Day, J., DeYoung, J., DiRocco, S., Dold, C., Ehmke, E. E., Emmons, C. K., Emmrich, S., Erbay, E., Erlacher-Reid, C., Faulkes, C. G., Ferguson, S. H., Finno, C. J., Flower, J. E., Gaillard, J. M., Garde, E., Gerber, L., Gladyshev, V. N., Gorbunova, V., Goya, R. G., Grant, M. J., Green, C. B., Hales, E. N., Hanson, M. B., Hart, D. W., Haulena, M., Herrick, K., Hogan, A. N., Hogg, C. J., Hore, T. A., Huang, T., Izpisua Belmonte, J. C., Jasinska, A. J., Jones, G., Jourdain, E., Kashpur, O., Katcher, H., Katsumata, E., Kaza, V., Kiaris, H., Kobor, M. S., Kordowitzki, P., Koski, W. R., Krützen, M., Kwon, S. B., Larison, B., Lee, S. G., Lehmann, M., Lemaitre, J. F., Levine, A. J., Li, C., Li, X., Lim, A. R., Lin, D. T. S., Lindemann, D. M., Little, T. J., Macoretta, N., Maddox, D., Matkin, C. O., Mattison, J. A., McClure, M., Mergl, J., Meudt, J. J., Montano, G. A., Mozhui, K., Munshi-South, J., Naderi, A., Nagy, M., Narayan, P., Nathanielsz, P. W., Nguyen, N. B., Niehrs, C., O’Brien, J. K., O’Tierney Ginn, P., Odom, D. T., Ophir, A. G., Osborn, S., Ostrander, E. A., Parsons, K. M., Paul, K. C., Pellegrini, M., Peters, K. J., Pedersen, A. B., Petersen, J. L., Pietersen, D. W., Pinho, G. M., Plassais, J., Poganik, J. R., Prado, N. A., Reddy, P., Rey, B., Ritz, B. R., Robbins, J., Rodriguez, M., Russell, J., Rydkina, E., Sailer, L. L., Salmon, A. B., Sanghavi, A., Schachtschneider, K. M., Schmitt, D., Schmitt, T., Schomacher, L., Schook, L. B., Sears, K. E., Seifert, A. W., Seluanov, A., Shafer, A. B. A., Shanmuganayagam, D., Shindyapina, A. V., Simmons, M., Singh, K., Sinha, I., Slone, J., Snell, R. G., Soltanmaohammadi, E., Spangler, M. L., Spriggs, M. C., Staggs, L., Stedman, N., Steinman, K. J., Stewart, D. T., Sugrue, V. J., Szladovits, B., Takahashi, J. S., Takasugi, M., Teeling, E. C., Thompson, M. J., Van Bonn, B., Vernes, S. C., Villar, D., Vinters, H. V., Wallingford, M. C., Wang, N., Wayne, R. K., Wilkinson, G. S., Williams, C. K., Williams, R. W., Yang, X. W., Yao, M., Young, B. G., Zhang, B., Zhang, Z., Zhao, P., Zhao, Y., Zhou, W., Zimmermann, J., Ernst, J., Raj, K. & Horvath, S., 1 Nov 2023, In: Nature Aging. 3, 11, p. 1462 1 p.

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