2022
Multiscale PHATE identifies multimodal signatures of COVID-19
Kuchroo M, Huang J, Wong P, Grenier JC, Shung D, Tong A, Lucas C, Klein J, Burkhardt DB, Gigante S, Godavarthi A, Rieck B, Israelow B, Simonov M, Mao T, Oh JE, Silva J, Takahashi T, Odio CD, Casanovas-Massana A, Fournier J, Farhadian S, Dela Cruz C, Ko A, Hirn M, Wilson F, Hussin J, Wolf G, Iwasaki A, Krishnaswamy S. Multiscale PHATE identifies multimodal signatures of COVID-19. Nature Biotechnology 2022, 40: 681-691. PMID: 35228707, PMCID: PMC10015653, DOI: 10.1038/s41587-021-01186-x.Peer-Reviewed Original ResearchConceptsSingle-cell RNA sequencingTransposase-accessible chromatinSingle-cell sequencingRNA sequencingBiological insightsPopulation groupingsSophisticated computational toolsBiological featuresSequencingFlow cytometryComputational toolsChromatinBiomedical communityDifferent data typesCell responsesCellsPhate
2021
Divergent and self-reactive immune responses in the CNS of COVID-19 patients with neurological symptoms
Song E, Bartley CM, Chow RD, Ngo TT, Jiang R, Zamecnik CR, Dandekar R, Loudermilk RP, Dai Y, Liu F, Sunshine S, Liu J, Wu W, Hawes IA, Alvarenga BD, Huynh T, McAlpine L, Rahman NT, Geng B, Chiarella J, Goldman-Israelow B, Vogels CBF, Grubaugh ND, Casanovas-Massana A, Phinney BS, Salemi M, Alexander JR, Gallego JA, Lencz T, Walsh H, Wapniarski AE, Mohanty S, Lucas C, Klein J, Mao T, Oh J, Ring A, Spudich S, Ko AI, Kleinstein SH, Pak J, DeRisi JL, Iwasaki A, Pleasure SJ, Wilson MR, Farhadian SF. Divergent and self-reactive immune responses in the CNS of COVID-19 patients with neurological symptoms. Cell Reports Medicine 2021, 2: 100288. PMID: 33969321, PMCID: PMC8091032, DOI: 10.1016/j.xcrm.2021.100288.Peer-Reviewed Original ResearchNeurological symptomsImmune responseCerebrospinal fluidAnti-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibodiesCOVID-19Self-reactive immune responsesSARS-CoV-2 antibodiesCompartmentalized immune responseCSF immunoglobulin GRole of autoimmunityCOVID-19 patientsB cell responsesCoronavirus disease 2019Immune surveyNeurologic sequelaePulmonary infectionBrain infectionSerum antibodiesDisease 2019Monoclonal antibody targetsAnimal modelsTarget epitopesCell activationCell responsesSingle-cell RNA sequencing