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exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids

Open access
Murillo, Oscar D., Thistlethwaite, William, Rozowsky, Joel, Subramanian, Sai Lakshmi, Lucero, Rocco, Shah, Neethu, Jackson, Andrew R., Srinivasan, Srimeenakshi, Chung, Allen, Laurent, Clara D., Kitchen, Robert R., Galeev, Timur, Warrell, Jonathan, Diao, James A., Welsh, Joshua A., Hanspers, Kristina, Riutta, Anders, Burgstaller-Muehlbacher, Sebastian, Shah, Ravi V., Yeri, Ashish, Jenkins, Lisa M., Ahsen, Mehmet E., Cordon-Cardo, Carlos, Dogra, Navneet, Gifford, Stacey M., Smith, Joshua T., Stolovitzky, Gustavo, Tewari, Ashutosh K., Wunsch, Benjamin H., Yadav, Kamlesh K., Danielson, Kirsty M., Filant, Justyna, Moeller, Courtney, Nejad, Parham, Paul, Anu, Simonson, Bridget, Wong, David K., Zhang, Xuan, Balaj, Leonora, Gandhi, Roopali, Sood, Anil K., Alexander, Roger P., Wang, Liang, Wu, Chunlei, Wong, David T.W., Galas, David J., Van Keuren-Jensen, Kendall, Patel, Tushar, Jones, Jennifer C., Das, Saumya, Cheung, Kei-Hoi, Pico, Alexander R., Su, Andrew I., Raffai, Robert L., Laurent, Louise C., Roth, Matthew E., Gerstein, Mark B., Milosavljevic, Aleksandar·2019·Cell

Abstract

SUMMARY To develop a map of cell-cell communication mediated by extracellular RNA, the NIH Extracellular RNA Communication Consortium created the exRNA Atlas resource (https://exrna-atlas.org). The Atlas version 4P1 hosts 5,309 exRNA-seq and exRNA qPCR profiles from 19 studies and a suite of analysis and visualization tools. To analyze variation between profiles, we apply computational deconvolution. The analysis leads to a model with six exRNA cargo types (CT1, CT2, CT3A, CT3B, CT3C, CT4), each detectable in multiple biofluids (serum, plasma, CSF, saliva, urine). Five of the cargo types associate with known vesicular and non-vesicular (lipoprotein and ribonucleoprotein) exRNA carriers. To validate utility of this model, we re-analyze an exercise response study by deconvolution to identify physiologically relevant response pathways that were not detected previously. To enable wide application of this model, as part of the exRNA Atlas resource, we provide tools for deconvolution and analysis of user-provided case-control studies.

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Authors
Murillo, O. D., Thistlethwaite, W., Rozowsky, J., Subramanian, S. L., Lucero, R., Shah, N., Jackson, A. R., Srinivasan, S., Chung, A., Laurent, C. D., Kitchen, R. R., Galeev, T., Warrell, J., Diao, J. A., Welsh, J. A., Hanspers, K., Riutta, A., Burgstaller-Muehlbacher, S., Shah, R. V., Yeri, A., Jenkins, L. M., Ahsen, M. E., Cordon-Cardo, C., Dogra, N., Gifford, S. M., Smith, J. T., Stolovitzky, G., Tewari, A. K., Wunsch, B. H., Yadav, K. K., Danielson, K. M., Filant, J., Moeller, C., Nejad, P., Paul, A., Simonson, B., Wong, D. K., Zhang, X., Balaj, L., Gandhi, R., Sood, A. K., Alexander, R. P., Wang, L., Wu, C., Wong, D. T. W., Galas, D. J., Van Keuren-Jensen, K., Patel, T., Jones, J. C., Das, S., Cheung, K.-H., Pico, A. R., Su, A. I., Raffai, R. L., Laurent, L. C., Roth, M. E., Gerstein, M. B., & Milosavljevic, A.
Venue
Cell
Publisher
Elsevier BV
Published
2019-04
Volume
177
Issue
2
Pages
463-477.e15
ISSN
0092-8674 (ISSN-L)
OpenAlex
W2931164250
Cited by
298
References
49
FWCI
12.46
Type
journal article
Language
en
Open access
bronze

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The paper
Murillo, O. D., Thistlethwaite, W., Rozowsky, J., Subramanian, S. L., Lucero, R., Shah, N., Jackson, A. R., Srinivasan, S., Chung, A., Laurent, C. D., Kitchen, R. R., Galeev, T., Warrell, J., Diao, J. A., Welsh, J. A., Hanspers, K., Riutta, A., Burgstaller-Muehlbacher, S., Shah, R. V., . . . Milosavljevic, A. (2019). exRNA Atlas Analysis Reveals Distinct Extracellular RNA Cargo Types and Their Carriers Present across Human Biofluids. Cell. https://doi.org/10.1016/j.cell.2019.02.018

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

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