학술논문

Multi-omic longitudinal study reveals immune correlates of clinical course among hospitalized COVID-19 patients
Document Type
article
Author
Diray-Arce, JoannFourati, SlimJayavelu, Naresh DoniPatel, RaviMaguire, ColeChang, Ana CDandekar, RaviQi, JingjingLee, Brian Hvan Zalm, PatrickSchroeder, AndrewChen, ErnieKonstorum, AnnaBrito, AndersonGygi, Jeremy PKho, AlvinChen, JingPawar, ShrikantGonzalez-Reiche, Ana SilviaHoch, AnnmarieMilliren, Carly EOverton, James AWestendorf, KerstinNetwork, IMPACCAbraham, JamesAdkisson, MichaelAlbert, MarisaTorres, Luz AltamiranoAlvarenga, BonnyAnderson, Matthew LAnderson, Evan JArnett, AzlannAsashima, HiromitsuAtkinson, Mark ABaden, Lindsey RBarton, BrendaBeach, KatherineBeagle, ElizabethBecker, Patrice MBell, Matthew RBernui, MarianaBime, ChrisKumar, Arun BoddapatiBooth, Leland JBorresen, BrittneyBrakenridge, Scott CBristow, LaurelBryant, RobertCalfee, Carolyn SManuel, Juan CarreñoCarrillo, SidneyChak, SuzannaChang, IrisConnors, JenniferConway, MichelleCorry, David BCowan, DavidCroen, BrettDela Cruz, Charles SCusimano, GinaEaker, LilyEdwards, CarolynEhrlich, Lauren IRElashoff, DavidErickson, HeidiErle, David JFarhadian, ShelliFarrugia, KeithFatou, BenoitFernandes, AndreaFernandez-Sesma, AnaFragiadakis, Gabriela KFurukawa, SaraGeltman, Janelle NGhale, RajaniBermúdez, Maria González CarolinaGoonewardene, Michael ISanchez, Estella GuerreroGuirgis, Faheem WHafler, David AHamilton, SydneyHarris, PaulNemati, Arash HayatiHendrickson, Carolyn MAgudelo, Nelson I HiguitaHodder, ThomasHolland, Steven MHough, Catherine LHuerta, ChristopherHurley, Kerin CHutton, Scott RIwasaki, AkikoJauregui, AlejandraJha, MeenakshiJohnson, BrandiJoyner, DavidKangelaris, Kirsten NKelly, GeoffreyKhalil, ZainKhan, Zenab
Source
Cell Reports Medicine. 4(6)
Subject
Biomedical and Clinical Sciences
Immunology
Prevention
Rare Diseases
Clinical Research
2.1 Biological and endogenous factors
Detection
screening and diagnosis
Aetiology
4.1 Discovery and preclinical testing of markers and technologies
Good Health and Well Being
Humans
COVID-19
SARS-CoV-2
Longitudinal Studies
Multiomics
Disease Progression
IMPACC Network
immunophenotyping
longitudinal modeling
multi-omics
systems immunology
Biomedical and clinical sciences
Language
Abstract
The IMPACC cohort, composed of >1,000 hospitalized COVID-19 participants, contains five illness trajectory groups (TGs) during acute infection (first 28 days), ranging from milder (TG1-3) to more severe disease course (TG4) and death (TG5). Here, we report deep immunophenotyping, profiling of >15,000 longitudinal blood and nasal samples from 540 participants of the IMPACC cohort, using 14 distinct assays. These unbiased analyses identify cellular and molecular signatures present within 72 h of hospital admission that distinguish moderate from severe and fatal COVID-19 disease. Importantly, cellular and molecular states also distinguish participants with more severe disease that recover or stabilize within 28 days from those that progress to fatal outcomes (TG4 vs. TG5). Furthermore, our longitudinal design reveals that these biologic states display distinct temporal patterns associated with clinical outcomes. Characterizing host immune responses in relation to heterogeneity in disease course may inform clinical prognosis and opportunities for intervention.