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. 2023 Jul 11;14:1192440. doi: 10.3389/fimmu.2023.1192440

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Copyright © 2023 Gaiffe, Colladant, Desmaret, Bamoulid, Leroux, Laheurte, Brouard, Giral, Saas, Courivaud, Degauque and Ducloux

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Competitive risk of death and acute rejection at 1 years post transplantation according to clusters determined with principal component analysis identified as older immunity (cluster 1), activated immunity (cluster 2) and naïve immunity (cluster 3). Three clusters were identified: memory immunity with full line (cluster 1), activated immunity with dashed line (cluster 2) and naïve immunity with dotted line (cluster 3).