Sepsis is a very complex disease, consisting of phenotypic clusters of patients, that constitute distinct endotypes, which are biologically-driven and relevant to clinical outcomes. We investigating whether genomics (RNA-seq and machine learning) can be used to diagnosis sepsis at time of admission, based on the 4 separate endotypes (subtypes) found in sepsis patients. We are currently conducting a multi-site study in colllaboration with institutions in Canada, Australia, Columbia, the Netherlands, USA, and Uganda.
Related Publications:
- Dhillon BK, Kortbeek S, Baghela A, Brindle M, Martin DA, Jenne CN, Vogel HJ, Lee AHY, Thompson GC, Hancock REW. Gene Expression Profiling in Pediatric Appendicitis. JAMA Pediatr. 2024 Apr 1;178(4):391-400.
- An AY, Baghela A, Zhang P, Falsafi R, Lee AH, Trahtemberg U, Baker AJ, Dos Santos CC, Hancock REW. Persistence is key: unresolved immune dysfunction is lethal in both COVID-19 and non-COVID-19 sepsis. Front Immunol. 2023 Sep 26;14:1254873
- Baghela AS, Tam J, Blimkie TM, Dhillon BK, Hancock REW. Facilitating systems-level analyses of all-cause and Covid-mediated sepsis through SeptiSearch, a manually-curated compendium of dysregulated gene sets. Front Immunol. 2023 May 26;14:1135859.
- An AY, Baghela A, Zhang P, Falsafi R, Lee AH, Trahtemberg U, Baker AJ, Dos Santos CC, Hancock REW. Severe COVID-19 and non-COVID-19 severe sepsis converge transcriptionally after a week in the intensive care unit, indicating common disease mechanisms. Front Immunol. 2023 Apr 6;14:1167917.
- Baghela A, An A, Zhang P, Acton E, Gauthier J, Brunet-Ratnasingham E, Blimkie T, Freue GC, Kaufmann D, Lee AHY, Levesque RC, Hancock REW. Predicting severity in COVID-19 disease using sepsis blood gene expression signatures..Sci Rep. 2023 Jan 23;13(1):1247.
- Baghela A, Pena OM, Lee AH, Baquir B, Falsafi R, An A, Farmer SW, Hurlburt A, Mondragon-Cardona A, Rivera JD, Baker A, Trahtemberg U, Shojaei M, Jimenez-Canizales CE, Dos Santos CC, Tang B, Bouma HR, Cohen Freue GV, Hancock REW. Predicting sepsis severity at first clinical presentation: The role of endotypes and mechanistic signatures. EBioMedicine. 2022 Jan;75:103776