2021
Time-resolved systems immunology reveals a late juncture linked to fatal COVID-19
Liu C, Martins AJ, Lau WW, Rachmaninoff N, Chen J, Imberti L, Mostaghimi D, Fink DL, Burbelo PD, Dobbs K, Delmonte OM, Bansal N, Failla L, Sottini A, Quiros-Roldan E, Lee Han K, Sellers BA, Cheung F, Sparks R, Chun TW, Moir S, Lionakis MS, , Rossi C, Su H, Kuhns D, Cohen J, Notarangelo L, Tsang J, , Abers M, Apps R, Bosticardo M, Milanez-Almeida P, Mulè M, Shaw E, Zhang Y, , Castelli F, Muiesan M, Tomasoni G, Scolari F, Tucci A. Time-resolved systems immunology reveals a late juncture linked to fatal COVID-19. Cell 2021, 184: 1836-1857.e22. PMID: 33713619, PMCID: PMC7874909, DOI: 10.1016/j.cell.2021.02.018.Peer-Reviewed Original ResearchConceptsFatal COVID-19Peripheral immune cellsPlasmacytoid dendritic cellsPost-symptom onsetCOVID-19 patientsCOVID-19Fatty acid metabolismGene expression signaturesNK cellsSymptom onsetDendritic cellsSevere patientsFatal outcomeImmune response variationCellular inflammationImmune cellsInflammatory responseCell receptor sequencesExtensive patientClinical monitoringTherapeutic interventionsCell activationDay 17Disease severitySigns of exhaustion
2017
Environment Tunes Propagation of Cell-to-Cell Variation in the Human Macrophage Gene Network
Martins A, Narayanan M, Prüstel T, Fixsen B, Park K, Gottschalk R, Lu Y, Andrews-Pfannkoch C, Lau W, Wendelsdorf K, Tsang J. Environment Tunes Propagation of Cell-to-Cell Variation in the Human Macrophage Gene Network. Cell Systems 2017, 4: 379-392.e12. PMID: 28365150, PMCID: PMC8392141, DOI: 10.1016/j.cels.2017.03.002.Peer-Reviewed Original ResearchConceptsGene networksCellular adaptationCell variationSingle-cell transcriptomic studiesGene-gene correlationsUnderlying regulatory mechanismsDegree of phosphorylationPhenotypic diversityTranscriptomic studiesEnvironmental adaptationMultiple molecular parametersGene expressionRegulatory mechanismsCellular heterogeneityDistinct environmentsSingle cellsHuman macrophagesQuantitative tuningCell populationsNatural perturbationsGenesDifferent environmentsSuch variationCellsStochastic simulation analysis