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Machine learning-driven identification of the gene-expression signature associated with a persistent multiple organ dysfunction trajectory in critical illness.
Atreya MR, Banerjee S, Lautz AJ, Alder MN, Varisco BM, Wong HR, Muszynski JA, Hall MW, Sanchez-Pinto LN, Kamaleswaran R; Genomics of Pediatric Septic Shock Investigators. Atreya MR, et al. EBioMedicine. 2024 Jan;99:104938. doi: 10.1016/j.ebiom.2023.104938. Epub 2023 Dec 23. EBioMedicine. 2024. PMID: 38142638 Free PMC article.
Biomarker Assessment of a High-Risk, Data-Driven Pediatric Sepsis Phenotype Characterized by Persistent Hypoxemia, Encephalopathy, and Shock.
Atreya MR, Bennett TD, Geva A, Faustino EVS, Rogerson CM, Lutfi R, Cvijanovich NZ, Bigham MT, Nowak J, Schwarz AJ, Baines T, Haileselassie B, Thomas NJ, Luo Y, Sanchez-Pinto LN; Novel Data-Driven Sepsis Phenotypes in Children Study and the Genomics of Pediatric Septic Shock Investigators. Atreya MR, et al. Pediatr Crit Care Med. 2024 Jun 1;25(6):512-517. doi: 10.1097/PCC.0000000000003499. Epub 2024 Mar 11. Pediatr Crit Care Med. 2024. PMID: 38465952
Identification and transcriptomic assessment of latent profile pediatric septic shock phenotypes.
Atreya MR, Huang M, Moore AR, Zheng H, Hasin-Brumshtein Y, Fitzgerald JC, Weiss SL, Cvijanovich NZ, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Nowak J, Thomas NJ, Quasney M, Dahmer MK, Baines T, Haileselassie B, Lautz AJ, Stanski NL, Standage SW, Kaplan JM, Zingarelli B, Sahay R, Zhang B, Sweeney TE, Khatri P, Sanchez-Pinto LN, Kamaleswaran R. Atreya MR, et al. Crit Care. 2024 Jul 17;28(1):246. doi: 10.1186/s13054-024-05020-z. Crit Care. 2024. PMID: 39014377 Free PMC article.
Derivation, validation, and transcriptomic assessment of pediatric septic shock phenotypes identified through latent profile analyses: Results from a prospective multi-center observational cohort.
Atreya MR, Huang M, Moore AR, Zheng H, Hasin-Brumshtein Y, Fitzgerald JC, Weiss SL, Cvijanovich NZ, Bigham MT, Jain PN, Schwarz AJ, Lutfi R, Nowak J, Thomas NJ, Quasney M, Dahmer MK, Baines T, Haileselassie B, Lautz AJ, Stanski NL, Standage SW, Kaplan JM, Zingarelli B, Sweeney TE, Khatri P, Sanchez-Pinto LN, Kamaleswaran R. Atreya MR, et al. Res Sq [Preprint]. 2023 Dec 6:rs.3.rs-3692289. doi: 10.21203/rs.3.rs-3692289/v1. Res Sq. 2023. PMID: 38105983 Free PMC article. Preprint.