A Proposed Framework and Timeline of the Spectrum of Disease Due to SARS-CoV-2 Infection: Illness Beyond Acute Infection and Public Health Implications | Cardiology | JAMA | JAMA Network
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November 18, 2020

A Proposed Framework and Timeline of the Spectrum of Disease Due to SARS-CoV-2 Infection: Illness Beyond Acute Infection and Public Health Implications

Author Affiliations
  • 1COVID-19 Response, US Centers for Disease Control and Prevention, Atlanta, Georgia
  • 2Epidemic Intelligence Service, US Centers for Disease Control and Prevention, Atlanta, Georgia
JAMA. 2020;324(22):2251-2252. doi:10.1001/jama.2020.22717

Although much of the response to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic has focused on acute coronavirus disease 2019 (COVID-19) illness, accumulating evidence demonstrates morbidity beyond acute SARS-CoV-2 infection.1-4 At least 2 other periods of illness appear to be temporally associated with SARS-CoV-2 infection: a rare postacute hyperinflammatory illness and late inflammatory and virological sequelae. These 3 illness periods not only define the temporal course of SARS-CoV-2 infection at the population level but also capture distinct phases of host-viral interaction.

A theoretical framework describing illness periods of SARS-CoV-2 infection (including clinical presentations and timing of onset), their pathophysiological underpinnings, and associated key laboratory findings may contribute to a more inclusive and ordered understanding of the natural history of SARS-CoV-2 infection and enhance research efforts. Within the proposed framework, a patient may experience any combination of these illnesses or may have asymptomatic infection without illness (Figure).

Figure.  Proposed Population-Based Framework for Symptomatic SARS-CoV-2 Infectiona
Proposed Population-Based Framework for Symptomatic SARS-CoV-2 Infectiona

COVID-19 indicates coronavirus disease 2019; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2.

aThe population-based framework refers to the fact that these illnesses are observed at the population level and not necessarily in any given individual.

Acute Infection or COVID-19

Acute infection or COVID-19 represents the initial illness period following SARS-CoV-2 infection and is the best characterized of the 3 illness periods. The onset of COVID-19 signs or symptoms (eg, cough, fever, dyspnea) is associated with viral replication and initial host immune response.5 Asymptomatic SARS-CoV-2 infection may occur in 3% to 67% of infected patients6 and can be followed by the other 2 illness periods; therefore, symptomatic infection is not a necessary precursor to later illnesses. The duration of acute infection is typically days to weeks.7 Key laboratory findings include positive test results for SARS-CoV-2 components (ie, positive reverse transcriptase–polymerase chain reaction [RT-PCR] or antigen tests) followed by seroconversion (ie, positive for IgM or IgG) for the majority of patients within 2 weeks following initial symptom onset.8

Postacute Hyperinflammatory Illness

A rare multisystem inflammatory illness has been observed in both children and adults following acute SARS-CoV-2 infection.1,2 Distinct from early inflammation resulting from viral replication and cell death, hyperinflammation can occur in organ systems distinct from those affected during COVID-19 and can begin after host clearance of SARS-CoV-2 infection. The pathophysiology of this illness, termed multisystem inflammatory syndrome in children (MIS-C) and in adults (MIS-A), remains under investigation but likely reflects a dysregulated host immune response.1,2 MIS-C and MIS-A manifest approximately 2 to 5 weeks after onset of SARS-CoV-2 infection.1,2

Patients may have prominent cardiovascular and gastrointestinal manifestations as well as dermatological and mucocutaneous manifestations similar to the hyperinflammatory condition Kawasaki disease.1,2 Laboratory testing may reveal elevated inflammatory markers (eg, C-reactive protein and ferritin levels), coagulopathy (eg, D-dimer), and elevated cardiac markers (eg, troponin level).1,2 Patients with MIS-C and MIS-A are found to be almost universally antibody positive, but many have negative RT-PCR test results for SARS-CoV-2 infection.1,2 The extent of MIS-A has not been as well-characterized as MIS-C, likely because adults often have more comorbidities and more severe COVID-19 illness compared with children.9 The more complex and prolonged course of illness makes it difficult to identify hyperinflammation as a distinct process from acute infection in adults.

Late Inflammatory and Virological Sequelae

Late sequelae have been observed for several infectious diseases, including Lyme disease, syphilis, and Ebola. The etiologies of such late sequelae are not all well characterized, but may reflect organ involvement during the acute infection period, manifestations of a long-term hyperinflammatory state, physical debilitation or psychological sequelae following a long or difficult disease course, or ongoing viral activity associated with a host viral reservoir.

Understanding of late sequelae of SARS-CoV-2 infection is still limited, particularly because early reports have been selected case series without any comparison groups. In one study, 87% of 143 previously hospitalized patients had 1 or more persistent symptoms (including fatigue, dyspnea, joint pain, and chest pain) 60 days after the date of initial COVID-19 symptom onset.3 These late sequelae do not appear to be necessarily limited to persons requiring hospitalization. However, very limited data are available at the population level about the extent of late sequelae. Some reports have described late sequelae involving cardiovascular, pulmonary, neurological, and psychological manifestations.4 The etiology of these late sequelae remains uncertain.

The third illness period in this proposed framework comprises late sequelae of SARS-CoV-2 infection attributable to either an inflammatory or viral host response that occur approximately 4 weeks after initial infection and continue for an as yet uncharacterized duration. Interest in late sequelae continues to increase as numerous reports detailing the plight of patients characterized as SARS-CoV-2 “long haulers” continue to emerge. At present, there is limited information about the underlying pathophysiology, disease duration, or long-term prognosis of affected persons. It is possible that the late sequelae of COVID-19 represent multiple syndromes resulting from distinct pathophysiological processes along the spectrum of disease.

Public Health Significance

This proposed framework will be further refined with accumulating evidence, especially regarding the postacute hyperinflammatory phase and late sequelae. However, this framework may provide a useful approach to understanding the extent of morbidity and mortality from SARS-CoV-2 infection and may have important implications for public health surveillance, clinical research, future treatments, and health services planning. Acute COVID-19 is only a subset of the morbidity and mortality attributable to SARS-CoV-2–associated disease. Until this time, and rightfully so, most efforts have centered on prevention and treatment of acute illness. However, future medical and social interventions must consider the full spectrum of disease due to SARS-CoV-2, the cost and consequences of which extend beyond initial case diagnosis and treatment.

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Article Information

Corresponding Author: Amish Talwar, MD, MPH, US Centers for Disease Control and Prevention, 1600 Clifton Rd NE, Mailstop H21-3, Atlanta, GA 30329 (atalwar@cdc.gov).

Published Online: November 18, 2020. doi:10.1001/jama.2020.22717

Conflict of Interest Disclosures: None reported.

Disclaimer: The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the US Centers for Disease Control and Prevention.

Additional Contributions: We recognize the following members of the US Centers for Disease Control and Prevention COVID-19 clinical team: Michael Melgar, MD, Ermias D. Belay, MD, Kevin R. Clarke, MD, John Iskander, MD, MPH, and John T. Brooks, MD.

Abrams  JY, Godfred-Cato  SE, Oster  ME,  et al.  Multisystem inflammatory syndrome in children associated with severe acute respiratory syndrome coronavirus 2: a systematic review.   J Pediatr. Published online August 5, 2020. doi:10.1016/j.jpeds.2020.08.003 PubMedGoogle Scholar
Morris  SB, Schwartz  NG, Patel  P,  et al.  Case series of multisystem inflammatory syndrome in adults associated with SARS-CoV-2 Infection—United Kingdom and United States, March–August 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(40):1450-1456. doi:10.15585/mmwr.mm6940e1PubMedGoogle ScholarCrossref
Carfì  A, Bernabei  R, Landi  F; Gemelli Against COVID-19 Post-Acute Care Study Group.  Persistent symptoms in patients after acute COVID-19.   JAMA. 2020;324(6):603-605. doi:10.1001/jama.2020.12603PubMedGoogle ScholarCrossref
Del Rio  C, Collins  LF, Malani  P.  Long-term health consequences of COVID-19.   JAMA. 2020;324(17):1723-1724. doi:10.1001/jama.2020.19719PubMedGoogle ScholarCrossref
Wiersinga  WJ, Rhodes  A, Cheng  AC, Peacock  SJ, Prescott  HC.  Pathophysiology, transmission, diagnosis, and treatment of coronavirus disease 2019 (COVID-19): a review.   JAMA. 2020;324(8):782-793. doi:10.1001/jama.2020.12839PubMedGoogle ScholarCrossref
Buitrago-Garcia  D, Egli-Gany  D, Counotte  MJ,  et al.  Occurrence and transmission potential of asymptomatic and presymptomatic SARS-CoV-2 infections: a living systematic review and meta-analysis.   PLoS Med. 2020;17(9):e1003346. doi:10.1371/journal.pmed.1003346PubMedGoogle Scholar
Tenforde  MW, Billig Rose  E, Lindsell  CJ,  et al; CDC COVID-19 Response Team.  Characteristics of adult outpatients and inpatients with COVID-19—11 academic medical centers, United States, March-May 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(26):841-846. doi:10.15585/mmwr.mm6926e3PubMedGoogle ScholarCrossref
Young  BE, Ong  SWX, Ng  LFP,  et al; Singapore 2019 Novel Coronavirus Outbreak Research team.  Viral dynamics and immune correlates of COVID-19 disease severity.   Clin Infect Dis. Published online August 28, 2020. doi:10.1093/cid/ciaa1280 PubMedGoogle Scholar
Stokes  EK, Zambrano  LD, Anderson  KN,  et al.  Coronavirus disease 2019 case surveillance—United States, January 22-May 30, 2020.   MMWR Morb Mortal Wkly Rep. 2020;69(24):759-765. doi:10.15585/mmwr.mm6924e2PubMedGoogle ScholarCrossref
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    3 Comments for this article
    Covid Care by the Numbers
    Kevin Tomera, MD | Urologist, Beloit Memorial Hospital
    Biomarkers, including

    • - Biochemical (LDH, CRP, Ferritin, eGFR, AST, D-Dimer)
    • - Immunological (IL-6) 
    predict COVID-19 outcomes.
    Therefore the phases, severity, and treatment of the infections should be guided to improve these markers, and should be the framework for defining clinical Covid. 

    We have reported clinical responses to treatment measured by these biomarkers and radiological exams in preprints (1,2). 

    By using readily available labs for a disease framework we will quickly advance understanding and treatment of Covid-19.


    Autoimmune Diseases as Sequelae of COVID-19?
    Edward Parr, PhD | None
    Despite a growing number of reports of links between acute COVID-19 infection and characteristics of autoimmune diseases (1,2,3) as well as reports that suggest acute infection may "trigger" autoimmune diseases (4,5), it seems remarkable that there seems to be relatively little attention paid or effort made to determining whether that might represent a substantial contributor to health problems experienced by "long haulers." A more focused analysis of any potential link might be useful not only to design appropriate treatments for those patients but also to gain a better understanding of autoimmunity.


    1. Reyes-Gil M, et al.
    JAMA Netw Open. 2020;3:e2017539
    2. Lazarian G, et al. Br J Haematol. 2020;190:29-31
    3. Woodruff MC, et al. Nat Immunol. 2020;21:1506–1516
    4. Galeoletti C, Bayry J. Nat Rev Rheumatol. 2020;16:413-414
    5. Dalakas MC. Neurol Neuroimmunol Neuroinflamm. 2020;7:e781
    HCoV-2-Infection: early supportive care (pre-hospitalisation period) is crucial to avoid second period of illness.
    Giuliano Ramadori, Professor of Medicine | University Clinic, Internal Medicine, Göttingen, Germany
    Most of the clinical data published so far have been obtained by analysing charts from hospitalized patients with little gain of knowledge concerning the treatment strategy of symptomatic patients during hospitalisation. References 5-7 in this Viewpoint give little information about the early phase of the infection (in the pre-hospitalisation period) which however may lead patients to the emergency room and to hospitalisation with severe consequences.

    At this stage supportive care is crucial before starting experimental therapy (2,3).

    Dr Tomera above suggests that biochemical and immunological parameters could predict the outcome, but albumin serum level is a very important
    prognostic marker that is not on his list (4). The publications of the Tomera`s group (5-8) have however seminal value not only because of the possible importance of the administration of a COX-2-inhibitor (9,10) together with the histamine-2- receptor inhibitor famotidine but also and most importantly because of the repeated determination of the creatinine and eGFR which shows improvement during hospitalisation and points toward use of fluid administration to the studied patients as supportive care (2,3). This procedure has not been stressed highly enough in guidelines but may be worth further study as all the severely ill patients in the Tomera`s study could be released from the hospital.


    1.Datta SD,et al. JAMA 2020,nov.18
    2.Ramadori G JAMA,2020;323(4):2464-2466(comment)
    3.Ramadori G,JAMA,2020 june 20 (comment)
    4.Ramadori G,Hepatoma res.2020,jun 3
    5.Tomera K,JAMA 2020; nov 18 (comment)
    6.Tomera K,Kittah JTrialSitenews2020,July 31
    7.Tomera K,Kittah J,Preprints 2020 August 24
    8.Tomera K,Kittah J SSRN 2020,oct 1(revised)
    9.Amici C et al.Antiviral Therapy 2006;11:1021-1030
    10.Tuveson D et al.TrialSitenews 2020,Jun 7