Ageing hallmarks exhibit organ-specific temporal signatures. Schaum, N., Lehallier, B., Hahn, O., Pálovics, R., Hosseinzadeh, S., Lee, S. E., Sit, R., Lee, D. P., Losada, P. M., Zardeneta, M. E., Fehlmann, T., Webber, J. T., McGeever, A., Calcuttawala, K., Zhang, H., Berdnik, D., Mathur, V., Tan, W., Zee, A., Tan, M., Consortium, T. T. M., Pisco, A. O., Karkanias, J., Neff, N. F., Keller, A., Darmanis, S., Quake, S. R., & Wyss-Coray, T. Nature, 07, 2020. doi abstract bibtex 2 downloads Ageing is the single greatest cause of disease and death worldwide, and understanding the associated processes could vastly improve quality of life. Although major categories of ageing damage have been identified—such as altered intercellular communication, loss of proteostasis and eroded mitochondrial function1—these deleterious processes interact with extraordinary complexity within and between organs, and a comprehensive, whole-organism analysis of ageing dynamics has been lacking. Here we performed bulk RNA sequencing of 17 organs and plasma proteomics at 10 ages across the lifespan of Mus musculus, and integrated these findings with data from the accompanying Tabula Muris Senis2—or ‘Mouse Ageing Cell Atlas’—which follows on from the original Tabula Muris3. We reveal linear and nonlinear shifts in gene expression during ageing, with the associated genes clustered in consistent trajectory groups with coherent biological functions—including extracellular matrix regulation, unfolded protein binding, mitochondrial function, and inflammatory and immune response. Notably, these gene sets show similar expression across tissues, differing only in the amplitude and the age of onset of expression. Widespread activation of immune cells is especially pronounced, and is first detectable in white adipose depots during middle age. Single-cell RNA sequencing confirms the accumulation of T cells and B cells in adipose tissue—including plasma cells that express immunoglobulin J—which also accrue concurrently across diverse organs. Finally, we show how gene expression shifts in distinct tissues are highly correlated with corresponding protein levels in plasma, thus potentially contributing to the ageing of the systemic circulation. Together, these data demonstrate a similar yet asynchronous inter- and intra-organ progression of ageing, providing a foundation from which to track systemic sources of declining health at old age.
@Article{Schaum2020,
author = {Schaum, Nicholas and Lehallier, Benoit and Hahn, Oliver and Pálovics, Róbert and Hosseinzadeh, Shayan and Lee, Song E. and Sit, Rene and Lee, Davis P. and Losada, Patricia Morán and Zardeneta, Macy E. and Fehlmann, Tobias and Webber, James T. and McGeever, Aaron and Calcuttawala, Kruti and Zhang, Hui and Berdnik, Daniela and Mathur, Vidhu and Tan, Weilun and Zee, Alexander and Tan, Michelle and The Tabula Muris Consortium and Pisco, Angela Oliveira and Karkanias, Jim and Neff, Norma F. and Keller, Andreas and Darmanis, Spyros and Quake, Stephen R. and Wyss-Coray, Tony},
title = {Ageing hallmarks exhibit organ-specific temporal signatures},
journal = {Nature},
year = {2020},
month = {07},
abstract = {Ageing is the single greatest cause of disease and death worldwide, and understanding the associated processes could vastly improve quality of life. Although major categories of ageing damage have been identified—such as altered intercellular communication, loss of proteostasis and eroded mitochondrial function1—these deleterious processes interact with extraordinary complexity within and between organs, and a comprehensive, whole-organism analysis of ageing dynamics has been lacking. Here we performed bulk RNA sequencing of 17 organs and plasma proteomics at 10 ages across the lifespan of Mus musculus, and integrated these findings with data from the accompanying Tabula Muris Senis2—or ‘Mouse Ageing Cell Atlas’—which follows on from the original Tabula Muris3. We reveal linear and nonlinear shifts in gene expression during ageing, with the associated genes clustered in consistent trajectory groups with coherent biological functions—including extracellular matrix regulation, unfolded protein binding, mitochondrial function, and inflammatory and immune response. Notably, these gene sets show similar expression across tissues, differing only in the amplitude and the age of onset of expression. Widespread activation of immune cells is especially pronounced, and is first detectable in white adipose depots during middle age. Single-cell RNA sequencing confirms the accumulation of T cells and B cells in adipose tissue—including plasma cells that express immunoglobulin J—which also accrue concurrently across diverse organs. Finally, we show how gene expression shifts in distinct tissues are highly correlated with corresponding protein levels in plasma, thus potentially contributing to the ageing of the systemic circulation. Together, these data demonstrate a similar yet asynchronous inter- and intra-organ progression of ageing, providing a foundation from which to track systemic sources of declining health at old age.},
doi = {10.1038/s41586-020-2499-y},
pii = {10.1038/s41586-020-2499-y},
}
Downloads: 2
{"_id":"q5RNrmRz3TDEHvvgt","bibbaseid":"schaum-lehallier-hahn-plovics-hosseinzadeh-lee-sit-lee-etal-ageinghallmarksexhibitorganspecifictemporalsignatures-2020","authorIDs":["FtuakP48ydoaPHFjh","HXZdMjBPBBwNyfJsg","PqMydQ5Y4zWxbWWfT","Sf6mpEMubavCyeLj6","bgY9i9L3qusg99Tyw","cXNoPXCiGeRyfuJSL","n52iKFeefcJWMs6bC","uqPgPxPv8wujtk7HZ"],"author_short":["Schaum, N.","Lehallier, B.","Hahn, O.","Pálovics, R.","Hosseinzadeh, S.","Lee, S. E.","Sit, R.","Lee, D. P.","Losada, P. M.","Zardeneta, M. E.","Fehlmann, T.","Webber, J. T.","McGeever, A.","Calcuttawala, K.","Zhang, H.","Berdnik, D.","Mathur, V.","Tan, W.","Zee, A.","Tan, M.","Consortium, T. T. M.","Pisco, A. O.","Karkanias, J.","Neff, N. F.","Keller, A.","Darmanis, S.","Quake, S. R.","Wyss-Coray, T."],"bibdata":{"bibtype":"article","type":"article","author":[{"propositions":[],"lastnames":["Schaum"],"firstnames":["Nicholas"],"suffixes":[]},{"propositions":[],"lastnames":["Lehallier"],"firstnames":["Benoit"],"suffixes":[]},{"propositions":[],"lastnames":["Hahn"],"firstnames":["Oliver"],"suffixes":[]},{"propositions":[],"lastnames":["Pálovics"],"firstnames":["Róbert"],"suffixes":[]},{"propositions":[],"lastnames":["Hosseinzadeh"],"firstnames":["Shayan"],"suffixes":[]},{"propositions":[],"lastnames":["Lee"],"firstnames":["Song","E."],"suffixes":[]},{"propositions":[],"lastnames":["Sit"],"firstnames":["Rene"],"suffixes":[]},{"propositions":[],"lastnames":["Lee"],"firstnames":["Davis","P."],"suffixes":[]},{"propositions":[],"lastnames":["Losada"],"firstnames":["Patricia","Morán"],"suffixes":[]},{"propositions":[],"lastnames":["Zardeneta"],"firstnames":["Macy","E."],"suffixes":[]},{"propositions":[],"lastnames":["Fehlmann"],"firstnames":["Tobias"],"suffixes":[]},{"propositions":[],"lastnames":["Webber"],"firstnames":["James","T."],"suffixes":[]},{"propositions":[],"lastnames":["McGeever"],"firstnames":["Aaron"],"suffixes":[]},{"propositions":[],"lastnames":["Calcuttawala"],"firstnames":["Kruti"],"suffixes":[]},{"propositions":[],"lastnames":["Zhang"],"firstnames":["Hui"],"suffixes":[]},{"propositions":[],"lastnames":["Berdnik"],"firstnames":["Daniela"],"suffixes":[]},{"propositions":[],"lastnames":["Mathur"],"firstnames":["Vidhu"],"suffixes":[]},{"propositions":[],"lastnames":["Tan"],"firstnames":["Weilun"],"suffixes":[]},{"propositions":[],"lastnames":["Zee"],"firstnames":["Alexander"],"suffixes":[]},{"propositions":[],"lastnames":["Tan"],"firstnames":["Michelle"],"suffixes":[]},{"firstnames":["The","Tabula","Muris"],"propositions":[],"lastnames":["Consortium"],"suffixes":[]},{"propositions":[],"lastnames":["Pisco"],"firstnames":["Angela","Oliveira"],"suffixes":[]},{"propositions":[],"lastnames":["Karkanias"],"firstnames":["Jim"],"suffixes":[]},{"propositions":[],"lastnames":["Neff"],"firstnames":["Norma","F."],"suffixes":[]},{"propositions":[],"lastnames":["Keller"],"firstnames":["Andreas"],"suffixes":[]},{"propositions":[],"lastnames":["Darmanis"],"firstnames":["Spyros"],"suffixes":[]},{"propositions":[],"lastnames":["Quake"],"firstnames":["Stephen","R."],"suffixes":[]},{"propositions":[],"lastnames":["Wyss-Coray"],"firstnames":["Tony"],"suffixes":[]}],"title":"Ageing hallmarks exhibit organ-specific temporal signatures","journal":"Nature","year":"2020","month":"07","abstract":"Ageing is the single greatest cause of disease and death worldwide, and understanding the associated processes could vastly improve quality of life. Although major categories of ageing damage have been identified—such as altered intercellular communication, loss of proteostasis and eroded mitochondrial function1—these deleterious processes interact with extraordinary complexity within and between organs, and a comprehensive, whole-organism analysis of ageing dynamics has been lacking. Here we performed bulk RNA sequencing of 17 organs and plasma proteomics at 10 ages across the lifespan of Mus musculus, and integrated these findings with data from the accompanying Tabula Muris Senis2—or ‘Mouse Ageing Cell Atlas’—which follows on from the original Tabula Muris3. We reveal linear and nonlinear shifts in gene expression during ageing, with the associated genes clustered in consistent trajectory groups with coherent biological functions—including extracellular matrix regulation, unfolded protein binding, mitochondrial function, and inflammatory and immune response. Notably, these gene sets show similar expression across tissues, differing only in the amplitude and the age of onset of expression. Widespread activation of immune cells is especially pronounced, and is first detectable in white adipose depots during middle age. Single-cell RNA sequencing confirms the accumulation of T cells and B cells in adipose tissue—including plasma cells that express immunoglobulin J—which also accrue concurrently across diverse organs. Finally, we show how gene expression shifts in distinct tissues are highly correlated with corresponding protein levels in plasma, thus potentially contributing to the ageing of the systemic circulation. Together, these data demonstrate a similar yet asynchronous inter- and intra-organ progression of ageing, providing a foundation from which to track systemic sources of declining health at old age.","doi":"10.1038/s41586-020-2499-y","pii":"10.1038/s41586-020-2499-y","bibtex":"@Article{Schaum2020,\n author = {Schaum, Nicholas and Lehallier, Benoit and Hahn, Oliver and Pálovics, Róbert and Hosseinzadeh, Shayan and Lee, Song E. and Sit, Rene and Lee, Davis P. and Losada, Patricia Morán and Zardeneta, Macy E. and Fehlmann, Tobias and Webber, James T. and McGeever, Aaron and Calcuttawala, Kruti and Zhang, Hui and Berdnik, Daniela and Mathur, Vidhu and Tan, Weilun and Zee, Alexander and Tan, Michelle and The Tabula Muris Consortium and Pisco, Angela Oliveira and Karkanias, Jim and Neff, Norma F. and Keller, Andreas and Darmanis, Spyros and Quake, Stephen R. and Wyss-Coray, Tony},\n title = {Ageing hallmarks exhibit organ-specific temporal signatures},\n journal = {Nature},\n year = {2020},\n month = {07},\n abstract = {Ageing is the single greatest cause of disease and death worldwide, and understanding the associated processes could vastly improve quality of life. Although major categories of ageing damage have been identified—such as altered intercellular communication, loss of proteostasis and eroded mitochondrial function1—these deleterious processes interact with extraordinary complexity within and between organs, and a comprehensive, whole-organism analysis of ageing dynamics has been lacking. Here we performed bulk RNA sequencing of 17 organs and plasma proteomics at 10 ages across the lifespan of Mus musculus, and integrated these findings with data from the accompanying Tabula Muris Senis2—or ‘Mouse Ageing Cell Atlas’—which follows on from the original Tabula Muris3. We reveal linear and nonlinear shifts in gene expression during ageing, with the associated genes clustered in consistent trajectory groups with coherent biological functions—including extracellular matrix regulation, unfolded protein binding, mitochondrial function, and inflammatory and immune response. Notably, these gene sets show similar expression across tissues, differing only in the amplitude and the age of onset of expression. Widespread activation of immune cells is especially pronounced, and is first detectable in white adipose depots during middle age. Single-cell RNA sequencing confirms the accumulation of T cells and B cells in adipose tissue—including plasma cells that express immunoglobulin J—which also accrue concurrently across diverse organs. Finally, we show how gene expression shifts in distinct tissues are highly correlated with corresponding protein levels in plasma, thus potentially contributing to the ageing of the systemic circulation. Together, these data demonstrate a similar yet asynchronous inter- and intra-organ progression of ageing, providing a foundation from which to track systemic sources of declining health at old age.},\n doi = {10.1038/s41586-020-2499-y},\n pii = {10.1038/s41586-020-2499-y},\n}\n","author_short":["Schaum, N.","Lehallier, B.","Hahn, O.","Pálovics, R.","Hosseinzadeh, S.","Lee, S. E.","Sit, R.","Lee, D. P.","Losada, P. M.","Zardeneta, M. E.","Fehlmann, T.","Webber, J. T.","McGeever, A.","Calcuttawala, K.","Zhang, H.","Berdnik, D.","Mathur, V.","Tan, W.","Zee, A.","Tan, M.","Consortium, T. T. M.","Pisco, A. O.","Karkanias, J.","Neff, N. F.","Keller, A.","Darmanis, S.","Quake, S. R.","Wyss-Coray, T."],"key":"Schaum2020","id":"Schaum2020","bibbaseid":"schaum-lehallier-hahn-plovics-hosseinzadeh-lee-sit-lee-etal-ageinghallmarksexhibitorganspecifictemporalsignatures-2020","role":"author","urls":{},"metadata":{"authorlinks":{"keller, a":"https://bibbase.org/show?bib=https://www.ccb.uni-saarland.de/wp-content/uploads/2024/10/references.bib_.txt&folding=1"}},"downloads":2,"html":""},"bibtype":"article","biburl":"https://www.ccb.uni-saarland.de/wp-content/uploads/2024/11/references.bib_.txt","creationDate":"2020-07-21T09:15:48.632Z","downloads":2,"keywords":[],"search_terms":["ageing","hallmarks","exhibit","organ","specific","temporal","signatures","schaum","lehallier","hahn","pálovics","hosseinzadeh","lee","sit","lee","losada","zardeneta","fehlmann","webber","mcgeever","calcuttawala","zhang","berdnik","mathur","tan","zee","tan","consortium","pisco","karkanias","neff","keller","darmanis","quake","wyss-coray"],"title":"Ageing hallmarks exhibit organ-specific temporal signatures","year":2020,"dataSources":["qqBiPXk2jEroaRXH2","MaeSQYhi8jBE6oYaK","XSoPwnytNRZeNL8Wv","ukDDkYqwLbdhYXTJA","qd2NgSKHS68Kcdt7y","X7BjFZrHHnyywjGc5","iQsmnqgonvyW7tRge","RjjDBMYeiCRMZWAvn","pTW7v7XACewjrTXET","BD2qbudjMvyXtTiz5","NmhXQcJvRc2QhnSZF","ipvH6pWABxuwdKDLx","Pny5E4E9kc7C8gG8g","SiGP46KPWizw6ihLJ","uJZG8wcPfTAfBw67Z","ZKiRa4gncFJ5e6f9M","CZZSbiMkXJgDMN2Ei","fMYw4bZ8PtmEvvgdF","XiRWyepSYzzAnCRoW","nqMohMYmMdCvacEct"]}